annotate Sphinx/source/plugins/python.rst @ 635:8c4b1154cc8b

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author Sebastien Jodogne <s.jodogne@gmail.com>
date Mon, 19 Apr 2021 08:43:47 +0200
parents cfeb018b9150
children b3e75cef601d
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1 .. _python-plugin:
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2
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3
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4 Python plugin for Orthanc
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5 =========================
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6
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7 .. contents::
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9
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10 Overview
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11 --------
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12
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13 This plugin can be used to write :ref:`Orthanc plugins
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14 <creating-plugins>` using the `Python programming language
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15 <https://en.wikipedia.org/wiki/Python_(programming_language)>`__
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16 instead of the more complex C/C++ programming languages.
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17
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18 Python plugins have access to more features and a more consistent SDK
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19 than :ref:`Lua scripts <lua>`. The Python API is automatically
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20 generated from the `Orthanc plugin SDK in C
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21 <https://hg.orthanc-server.com/orthanc/file/Orthanc-1.9.1/OrthancServer/Plugins/Include/orthanc/OrthancCPlugin.h>`__
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22 using the `Clang <https://en.wikipedia.org/wiki/Clang>`__ compiler
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23 front-end.
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24
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25 As of release 2.0 of the plugin, the coverage of the C SDK is about
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26 75% (119 functions are automatically wrapped in Python out of a total
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27 of 157 functions in the Orthanc SDK 1.7.2).
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29
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30 Source code
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31 -----------
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32
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33 * Link to the `official releases of this plugin
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34 <https://www.orthanc-server.com/browse.php?path=/plugin-python>`__.
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35
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36 * Link to the `code repository
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37 <https://hg.orthanc-server.com/orthanc-python/>`__.
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39
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40 Licensing
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41 ---------
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42
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43 Pay attention to the fact that this plugin is licensed under the terms
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44 of the `AGPL license
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45 <https://en.wikipedia.org/wiki/GNU_Affero_General_Public_License>`__.
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46
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47 This has an important consequence: If you distribute Orthanc to
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48 clients together with one Python script, or if you put an Orthanc
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49 server equipped with one Python script on a Web portal, you **must**
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50 disclose the source code of your Python script to the Orthanc
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51 community under the terms of the AGPL license.
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52
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53 We suggest you to put the source code of your Python scripts on the
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54 dedicated `"OrthancContributed" repository on GitHub
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55 <https://github.com/jodogne/OrthancContributed/tree/master/Plugins>`__,
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56 and/or to send it to the `Orthanc Users
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57 <https://groups.google.com/forum/#!forum/orthanc-users>`__ discussion
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58 group.
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59
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60 Check out the :ref:`FAQ about licensing <licensing>` for more context.
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61
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63 Usage
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64 -----
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65
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66 Docker
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67 ......
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68
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69 .. highlight:: json
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70
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71 The most direct way of starting Orthanc together with the Python
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72 plugin is through :ref:`Docker <docker>`. Let's create the file
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73 ``/tmp/hello.py`` that contains the following basic Python script::
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74
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75 print('Hello world!')
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76
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77 .. highlight:: json
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78
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79 Let's also create the file ``/tmp/orthanc.json`` that contains the
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80 following minimal :ref:`configuration for Orthanc <configuration>`::
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81
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82 {
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83 "StorageDirectory" : "/var/lib/orthanc/db",
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84 "RemoteAccessAllowed" : true,
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85 "Plugins" : [
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86 "/usr/local/share/orthanc/plugins"
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87 ],
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88 "PythonScript" : "/etc/orthanc/hello.py"
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89 }
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90
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91 .. highlight:: bash
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92
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93 Given these two files, Orthanc can be started as follows::
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94
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95 $ docker run -p 4242:4242 -p 8042:8042 --rm \
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96 -v /tmp/orthanc.json:/etc/orthanc/orthanc.json:ro \
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97 -v /tmp/hello.py:/etc/orthanc/hello.py:ro \
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98 jodogne/orthanc-python
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99
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100 .. highlight:: text
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101
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102 You'll see the following excerpt in the log, which indicates that the Python plugin is properly loaded::
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103
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104 W0331 15:48:12.990661 PluginsManager.cpp:269] Registering plugin 'python' (version mainline)
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105 W0331 15:48:12.990691 PluginsManager.cpp:168] Python plugin is initializing
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106 W0331 15:48:12.990743 PluginsManager.cpp:168] Using Python script "hello.py" from directory: /etc/orthanc
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107 W0331 15:48:12.990819 PluginsManager.cpp:168] Program name: /usr/local/sbin/Orthanc
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108 Hello world!
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109
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110
405
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111 `Here <https://bitbucket.org/osimis/orthanc-setup-samples/src/master/docker/python/>`__ is a full example
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112 of a more complex setup using the :ref:`osimis/orthanc <docker-osimis>` images.
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113
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114 Compiling from source
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115 .....................
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116
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117 .. highlight:: bash
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118
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119 The procedure to compile this plugin from source is similar to that
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120 for the :ref:`core of Orthanc <compiling>`. The following commands
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121 should work for most UNIX-like distribution (including GNU/Linux)::
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122
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123 $ mkdir Build
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124 $ cd Build
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125 $ cmake .. -DPYTHON_VERSION=3.7 -DSTATIC_BUILD=ON -DCMAKE_BUILD_TYPE=Release
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126 $ make
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127
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128 Before running CMake, make sure that the Python interpreter and its
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129 associated development library are installed. On Ubuntu 18.04 LTS, you
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130 would for instance install packages ``libpython3.7-dev`` and
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131 ``python3.7``.
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132
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133 The compilation will produce the shared library ``OrthancPython``,
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134 that can be loaded by properly setting the ``Plugins``
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135 :ref:`configuration option <configuration>` of Orthanc.
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136
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137 **Warning:** The shared library is only compatible with the Python
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138 interpreter whose version corresponds to the value of the
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139 ``PYTHON_VERSION`` argument that was given to CMake.
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140
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141 **Note for OS X:** As indicated by `Stephen Douglas Scotti
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142 <https://groups.google.com/g/orthanc-users/c/RnmZKFv8FaY/m/HhvOD2A2CAAJ>`__,
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143 here is a sample invocation of CMake to force the version of Python to
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144 be used on OS X::
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145
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146 $ cmake .. -DPYTHON_VERSION=3.8 -DSTATIC_BUILD=ON -DCMAKE_BUILD_TYPE=Release \
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147 -DPYTHON_LIBRARY=/usr/local/Cellar/python@3.8/3.8.5/Frameworks/Python.framework/Versions/3.8/lib/libpython3.8.dylib \
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148 -DPYTHON_INCLUDE_DIR=/usr/local/Cellar/python@3.8/3.8.5/Frameworks/Python.framework/Versions/3.8/include/python3.8/
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149
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150
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151 Microsoft Windows
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152 .................
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153
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154 Pre-compiled binaries for Microsoft Windows `are also available
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155 <https://www.orthanc-server.com/browse.php?path=/plugin-python>`__.
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156
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157 Beware that one version of the Python plugin can only be run against
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158 one version of the Python interpreter. This version is clearly
442
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159 indicated in the filename of the precompiled binaries.
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160
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161 .. highlight:: text
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162
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163 You are of course free to compile the plugin from sources. You'll have
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164 to explicitly specify the path to your Python installation while
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165 invoking CMake. For instance::
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166
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167 C:\orthanc-python\Build> cmake .. -DPYTHON_VERSION=2.7 -DPYTHON_WINDOWS_ROOT=C:/Python27 \
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168 -DSTATIC_BUILD=ON -DCMAKE_BUILD_TYPE=Release -G "Visual Studio 15 2017"
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169
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170 **Note about debug builds**: Usually, building Python modules such as the Python
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171 plugin for Orthanc in debug mode (where ``_DEBUG`` is defined) leads to a module
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172 (``.exe`` or ``.dll``) that requires a debug build of Python, and debug versions of all
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173 the Python libraries. This is quite cumbersome, for it requires building Python
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174 on your own or downloading additional debug files.
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175
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176 Since using a debug build of Python is only necessary in very specific cases
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177 (such as the debugging of code at the boundary between Python and an extension),
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178 we have changed the default behavior to use the release Python library by default.
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179
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180 This means that you are able to build this plugin in debug mode with the
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181 standard Python distribution.
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182
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183 In case you need to use the Python debug libraries, you can instruct the build
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184 system to do so by setting the ``PYTHON_WINDOWS_USE_RELEASE_LIBS`` CMake option,
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185 that is ``ON`` by default, to ``OFF``. The previous build example would then be,
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186 should you require a full debug build::
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187
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188 C:\orthanc-python\Build> cmake .. -DPYTHON_VERSION=2.7 -DPYTHON_WINDOWS_ROOT=C:/Python27 \
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189 -DSTATIC_BUILD=ON -DPYTHON_WINDOWS_USE_RELEASE_LIBS=OFF \
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190 -DCMAKE_BUILD_TYPE=Debug -G "Visual Studio 15 2017"
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191
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192 Please note that this CMake option only impacts **debug** builds under Windows,
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193 when using (any version of) the Microsoft Visual Studio compiler.
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194
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195 The precompiled binaries all use release (i.e. non-debug) versions of Python.
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196
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197
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198 Configuration options
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199 ---------------------
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200
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201 The only two configuration options that are available for this plugin
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202 are the following:
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203
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204 * ``PythonScript`` indicates where the Python script is located. If
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205 this configuration option is not provided, the Python plugin is not
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206 started.
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207
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208 * ``PythonVerbose`` is a Boolean value to make the Python interpreter
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209 verbose.
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210
343
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211
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212 Samples
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213 -------
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214
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215 Extending the REST API
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216 ......................
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217
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218 .. highlight:: python
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219
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220 Here is a basic Python script that registers two new routes in the
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221 REST API::
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222
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223 import orthanc
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224 import pprint
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225
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226 def OnRest(output, uri, **request):
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227 pprint.pprint(request)
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228 print('Accessing uri: %s' % uri)
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229 output.AnswerBuffer('ok\n', 'text/plain')
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230
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231 orthanc.RegisterRestCallback('/(to)(t)o', OnRest)
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232 orthanc.RegisterRestCallback('/tata', OnRest)
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233
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234 .. highlight:: json
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235
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236 Here is the associated minimal configuration file for Orthanc
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237 (provided the Python script is saved as ``rest.py``)::
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238
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239 {
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240 "Plugins" : [ "." ],
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241 "PythonScript" : "rest.py",
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242 "PythonVerbose" : false
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243 }
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244
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245 .. highlight:: bash
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246
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247 The route can then be accessed as::
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248
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249 $ curl http://localhost:8042/toto
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250 ok
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251
469
46949efa5818 Implementing basic paging using a Python script
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252
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253 .. _python-changes:
345
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254
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255 Listening to changes
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256 ....................
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257
346
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258 .. highlight:: python
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259
345
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260 This sample uploads a DICOM file as soon as Orthanc is started::
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261
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262 import orthanc
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263
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264 def OnChange(changeType, level, resource):
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265 if changeType == orthanc.ChangeType.ORTHANC_STARTED:
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266 print('Started')
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267
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268 with open('/tmp/sample.dcm', 'rb') as f:
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269 orthanc.RestApiPost('/instances', f.read())
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270
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271 elif changeType == orthanc.ChangeType.ORTHANC_STOPPED:
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272 print('Stopped')
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273
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274 elif changeType == orthanc.ChangeType.NEW_INSTANCE:
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275 print('A new instance was uploaded: %s' % resource)
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276
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277 orthanc.RegisterOnChangeCallback(OnChange)
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278
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279
590
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280
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281 .. warning::
600
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282 In releases <= 3.0 of the Python plugin, deadlocks might emerge if
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283 you call other core primitives of Orthanc (such as the REST API) in
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284 your callback function. This issue has been `fixed in release 3.1
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285 <https://hg.orthanc-server.com/orthanc-python/rev/46fe70776d61>`__.
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286
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287 As a **temporary workaround** against such deadlocks in releases <=
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288 3.0, if you have to call other primitives of Orthanc, you should make
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289 these calls in a separate thread, passing the pending events to be
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290 processed through a message queue. Here is the template of a possible
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291 solution to postpone such deadlocks as much as possible by relying on
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292 the multithreading primitives of Python::
591
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293
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294 import orthanc
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295 import threading
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296
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297 def OnChange(changeType, level, resource):
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298 # One can safely invoke the "orthanc" module in this function
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299 orthanc.LogWarning("Hello world")
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300
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301 def _OnChange(changeType, level, resource):
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302 # Invoke the actual "OnChange()" function in a separate thread
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303 t = threading.Timer(0, function = OnChange, args = (changeType, level, resource))
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304 t.start()
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305
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306 orthanc.RegisterOnChangeCallback(_OnChange)
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307
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308
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309 Beware that **this workaround is imperfect** and deadlocks have been
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310 observed even if using it! Make sure to upgrade your plugin to solve
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311 this issue for good. Note that this temporary workaround is not needed
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312 in releases >= 3.1 of the plugin.
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313
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314
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315
345
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316 Accessing the content of a new instance
346
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317 .......................................
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318
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319 .. highlight:: python
345
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320
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321 ::
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322
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323 import orthanc
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324 import json
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325 import pprint
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326
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327 def OnStoredInstance(dicom, instanceId):
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328 print('Received instance %s of size %d (transfer syntax %s, SOP class UID %s)' % (
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329 instanceId, dicom.GetInstanceSize(),
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330 dicom.GetInstanceMetadata('TransferSyntax'),
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331 dicom.GetInstanceMetadata('SopClassUid')))
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332
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333 # Print the origin information
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334 if dicom.GetInstanceOrigin() == orthanc.InstanceOrigin.DICOM_PROTOCOL:
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335 print('This instance was received through the DICOM protocol')
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336 elif dicom.GetInstanceOrigin() == orthanc.InstanceOrigin.REST_API:
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337 print('This instance was received through the REST API')
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338
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339 # Print the DICOM tags
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340 pprint.pprint(json.loads(dicom.GetInstanceSimplifiedJson()))
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341
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342 orthanc.RegisterOnStoredInstanceCallback(OnStoredInstance)
346
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343
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344
590
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345 .. warning::
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346 Your callback function will be called synchronously with
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347 the core of Orthanc. This implies that deadlocks might emerge if
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348 you call other core primitives of Orthanc in your callback (such
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349 deadlocks are particular visible in the presence of other plugins
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350 or Lua scripts). It is thus strongly advised to avoid any call to
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351 the REST API of Orthanc in the callback. If you have to call other
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352 primitives of Orthanc, you should make these calls in a separate
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353 thread, passing the pending events to be processed through a
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354 message queue.
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355
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356
346
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357 Calling pydicom
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358 ...............
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359
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360 .. highlight:: python
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361
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362 Here is a sample Python plugin that registers a REST callback to dump
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363 the content of the dataset of one given DICOM instance stored in
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364 Orthanc, using `pydicom <https://pydicom.github.io/>`__::
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365
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366 import io
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367 import orthanc
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368 import pydicom
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369
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370 def DecodeInstance(output, uri, **request):
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371 if request['method'] == 'GET':
347
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372 # Retrieve the instance ID from the regular expression (*)
346
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373 instanceId = request['groups'][0]
347
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374 # Get the content of the DICOM file
346
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375 f = orthanc.GetDicomForInstance(instanceId)
347
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376 # Parse it using pydicom
346
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377 dicom = pydicom.dcmread(io.BytesIO(f))
347
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378 # Return a string representation the dataset to the caller
346
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379 output.AnswerBuffer(str(dicom), 'text/plain')
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380 else:
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381 output.SendMethodNotAllowed('GET')
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382
347
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383 orthanc.RegisterRestCallback('/pydicom/(.*)', DecodeInstance) # (*)
346
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384
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385 .. highlight:: bash
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386
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387 This can be called as follows::
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388
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389 $ curl http://localhost:8042/pydicom/19816330-cb02e1cf-df3a8fe8-bf510623-ccefe9f5
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390
347
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391
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392 Auto-routing studies
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393 ....................
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394
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395 .. highlight:: python
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396
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397 Here is a sample Python plugin that routes any :ref:`stable study
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398 <lua-callbacks>` to a modality named ``samples`` (as declared in the
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399 ``DicomModalities`` configuration option)::
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400
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401 import orthanc
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402
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403 def OnChange(changeType, level, resourceId):
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404 if changeType == orthanc.ChangeType.STABLE_STUDY:
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405 print('Stable study: %s' % resourceId)
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406 orthanc.RestApiPost('/modalities/sample/store', resourceId)
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407
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408 orthanc.RegisterOnChangeCallback(OnChange)
348
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409
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410
539
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411 Note that, if you want to use an orthanc plugin to transfer the study,
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412 you should use the ``RestApiPostAfterPlugins()`` method::
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413
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414 import orthanc
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415
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416 def OnChange(changeType, level, resourceId):
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417 if changeType == orthanc.ChangeType.STABLE_STUDY:
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418 print('Stable study: %s' % resourceId)
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419 orthanc.RestApiPostAfterPlugins('/dicom-web/servers/sample/store', resourceId)
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420
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421 orthanc.RegisterOnChangeCallback(OnChange)
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422
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423
352
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424 Rendering a thumbnail using PIL/Pillow
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425 ......................................
348
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426
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427 .. highlight:: python
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428
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429 ::
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
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430
d8359cecdc89 pillow sample
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parents: 347
diff changeset
431 from PIL import Image
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
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diff changeset
432 import io
d8359cecdc89 pillow sample
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parents: 347
diff changeset
433 import orthanc
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
434
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
435 def DecodeInstance(output, uri, **request):
d8359cecdc89 pillow sample
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diff changeset
436 if request['method'] == 'GET':
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
437 # Retrieve the instance ID from the regular expression (*)
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
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diff changeset
438 instanceId = request['groups'][0]
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
439
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
440 # Render the instance, then open it in Python using PIL/Pillow
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
441 png = orthanc.RestApiGet('/instances/%s/rendered' % instanceId)
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
442 image = Image.open(io.BytesIO(png))
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
443
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
444 # Downsize the image as a 64x64 thumbnail
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
445 image.thumbnail((64, 64), Image.ANTIALIAS)
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
446
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
447 # Save the thumbnail as JPEG, then send the buffer to the caller
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
448 jpeg = io.BytesIO()
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
449 image.save(jpeg, format = "JPEG", quality = 80)
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
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diff changeset
450 jpeg.seek(0)
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
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diff changeset
451 output.AnswerBuffer(jpeg.read(), 'text/plain')
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
452
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
453 else:
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
454 output.SendMethodNotAllowed('GET')
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
455
d8359cecdc89 pillow sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 347
diff changeset
456 orthanc.RegisterRestCallback('/pydicom/(.*)', DecodeInstance) # (*)
351
e2863083fa30 multiprocessing
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parents: 350
diff changeset
457
e2863083fa30 multiprocessing
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parents: 350
diff changeset
458
369
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
459 .. _python-introspection:
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
460
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
461 Inspecting the available API
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
462 ............................
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
463
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
464 .. highlight:: python
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
465
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
466 Thanks to Python's introspection primitives, it is possible to inspect
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
467 the API of the ``orthanc`` module in order to dump all the available
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
468 features::
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
469
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
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diff changeset
470 import inspect
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
471 import numbers
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
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472 import orthanc
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
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473
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
474 # Loop over the members of the "orthanc" module
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
475 for (name, obj) in inspect.getmembers(orthanc):
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
476 if inspect.isroutine(obj):
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
477 print('Function %s():\n Documentation: %s\n' % (name, inspect.getdoc(obj)))
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
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478
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
479 elif inspect.isclass(obj):
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
480 print('Class %s:\n Documentation: %s' % (name, inspect.getdoc(obj)))
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
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481
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
482 # Loop over the members of the class
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
483 for (subname, subobj) in inspect.getmembers(obj):
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
484 if isinstance(subobj, numbers.Number):
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
485 print(' - Enumeration value %s: %s' % (subname, subobj))
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
486 elif (not subname.startswith('_') and
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
487 inspect.ismethoddescriptor(subobj)):
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
488 print(' - Method %s(): %s' % (subname, inspect.getdoc(subobj)))
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
489 print('')
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
490
373
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
491
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
492 .. _python-scheduler:
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
493
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
494 Scheduling a task for periodic execution
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
495 ........................................
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
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496
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
497 .. highlight:: python
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
498
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
499 The following Python script will periodically (every second) run the
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
500 function ``Hello()`` thanks to the ``threading`` module::
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
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501
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
502 import orthanc
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
503 import threading
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
504
847996394688 Scheduling a task for periodic execution
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diff changeset
505 TIMER = None
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
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506
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
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diff changeset
507 def Hello():
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
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508 global TIMER
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diff changeset
509 TIMER = None
847996394688 Scheduling a task for periodic execution
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diff changeset
510 orthanc.LogWarning("In Hello()")
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
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diff changeset
511 # Do stuff...
847996394688 Scheduling a task for periodic execution
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diff changeset
512 TIMER = threading.Timer(1, Hello) # Re-schedule after 1 second
847996394688 Scheduling a task for periodic execution
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parents: 369
diff changeset
513 TIMER.start()
847996394688 Scheduling a task for periodic execution
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parents: 369
diff changeset
514
847996394688 Scheduling a task for periodic execution
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parents: 369
diff changeset
515 def OnChange(changeType, level, resource):
847996394688 Scheduling a task for periodic execution
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parents: 369
diff changeset
516 if changeType == orthanc.ChangeType.ORTHANC_STARTED:
847996394688 Scheduling a task for periodic execution
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diff changeset
517 orthanc.LogWarning("Starting the scheduler")
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
518 Hello()
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
519
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
520 elif changeType == orthanc.ChangeType.ORTHANC_STOPPED:
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
521 if TIMER != None:
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
522 orthanc.LogWarning("Stopping the scheduler")
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
523 TIMER.cancel()
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
524
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
525 orthanc.RegisterOnChangeCallback(OnChange)
847996394688 Scheduling a task for periodic execution
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 369
diff changeset
526
378
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
527
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
528 .. _python-metadata:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
529
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
530 Filtering and returning metadata
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
531 ................................
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
532
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
533 Besides the main DICOM tags, Orthanc associates some metadata to each
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
534 resource it stores (this includes the date of last update, the
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
535 transfer syntax, the remote AET...). People are often interested in
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
536 getting such metadata while calling the ``/tools/find`` route in the
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
537 :ref:`REST API <rest-find>`, or even in filtering this metadata the
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
538 same way they look for DICOM tags.
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
539
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
540 This feature is not built in the core of Orthanc, as metadata is not
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
541 indexed in the Orthanc database, contrarily to the main DICOM
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
542 tags. Filtering metadata requires a linear search over all the
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
543 matching resources, which induces a cost in the performance.
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
544
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
545 .. highlight:: python
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
546
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
547 Nevertheless, here is a full sample Python script that overwrites the
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
548 ``/tools/find`` route in order to give access to metadata::
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
549
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
550 import json
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
551 import orthanc
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
552 import re
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
553
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
554 # Get the path in the REST API to the given resource that was returned
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
555 # by a call to "/tools/find"
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
556 def GetPath(resource):
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
557 if resource['Type'] == 'Patient':
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
558 return '/patients/%s' % resource['ID']
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
559 elif resource['Type'] == 'Study':
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
560 return '/studies/%s' % resource['ID']
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
561 elif resource['Type'] == 'Series':
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
562 return '/series/%s' % resource['ID']
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
563 elif resource['Type'] == 'Instance':
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
564 return '/instances/%s' % resource['ID']
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
565 else:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
566 raise Exception('Unknown resource level')
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
567
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
568 def FindWithMetadata(output, uri, **request):
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
569 # The "/tools/find" route expects a POST method
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
570 if request['method'] != 'POST':
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
571 output.SendMethodNotAllowed('POST')
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
572 else:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
573 # Parse the query provided by the user, and backup the "Expand" field
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
574 query = json.loads(request['body'])
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
575
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
576 if 'Expand' in query:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
577 originalExpand = query['Expand']
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
578 else:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
579 originalExpand = False
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
580
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
581 # Call the core "/tools/find" route
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
582 query['Expand'] = True
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
583 answers = orthanc.RestApiPost('/tools/find', json.dumps(query))
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
584
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
585 # Loop over the matching resources
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
586 filteredAnswers = []
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
587 for answer in json.loads(answers):
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
588 try:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
589 # Read the metadata that is associated with the resource
16dc3561b41e Filtering and returning metadata using Python
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parents: 375
diff changeset
590 metadata = json.loads(orthanc.RestApiGet('%s/metadata?expand' % GetPath(answer)))
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
591
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
592 # Check whether the metadata matches the regular expressions
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
593 # that were provided in the "Metadata" field of the user request
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Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
594 isMetadataMatch = True
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
595 if 'Metadata' in query:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
596 for (name, pattern) in query['Metadata'].items():
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
597 if name in metadata:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
598 value = metadata[name]
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
599 else:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
600 value = ''
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
601
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
602 if re.match(pattern, value) == None:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
603 isMetadataMatch = False
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
604 break
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
605
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
606 # If all the metadata matches the provided regular
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
607 # expressions, add the resource to the filtered answers
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
608 if isMetadataMatch:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
609 if originalExpand:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
610 answer['Metadata'] = metadata
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
611 filteredAnswers.append(answer)
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
612 else:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
613 filteredAnswers.append(answer['ID'])
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
614 except:
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
615 # The resource was deleted since the call to "/tools/find"
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
616 pass
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
617
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
618 # Return the filtered answers in the JSON format
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
619 output.AnswerBuffer(json.dumps(filteredAnswers, indent = 3), 'application/json')
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
620
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
621 orthanc.RegisterRestCallback('/tools/find', FindWithMetadata)
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
622
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
623
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
624 **Warning:** In the sample above, the filtering of the metadata is
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
625 done using Python's `library for regular expressions
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
626 <https://docs.python.org/3/library/re.html>`__. It is evidently
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
627 possible to adapt this script in order to use the DICOM conventions
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
628 about `attribute matching
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
629 <http://dicom.nema.org/medical/dicom/2019e/output/chtml/part04/sect_C.2.2.2.html>`__.
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
630
469
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
631 .. highlight:: bash
378
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
632
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
633 Here is a sample call to retrieve all the studies that were last
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
634 updated in 2019 thanks to this Python script::
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
635
16dc3561b41e Filtering and returning metadata using Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 375
diff changeset
636 $ curl http://localhost:8042/tools/find -d '{"Level":"Study","Query":{},"Expand":true,"Metadata":{"LastUpdate":"^2019.*$"}}'
369
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
637
181b02cea7ab inspecting Python API
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 364
diff changeset
638
469
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
639 .. _python-paging:
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
640
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
641 Implementing basic paging
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
642 .........................
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
643
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
644 .. highlight:: python
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
645
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
646 As explained in the FAQ, the :ref:`Orthanc Explorer interface is
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
647 low-level <improving-interface>`, and is not adapted for
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
648 end-users. One common need is to implement paging of studies, which
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
649 calls for server-side sorting of studies. This can be done using the
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
650 following sample Python plugin that registers a new route
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
651 ``/sort-studies`` in the REST API of Orthanc::
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
652
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
653 import json
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
654 import orthanc
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
655
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
656 def GetStudyDate(study):
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
657 if 'StudyDate' in study['MainDicomTags']:
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
658 return study['MainDicomTags']['StudyDate']
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
659 else:
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
660 return ''
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
661
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
662 def SortStudiesByDate(output, uri, **request):
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
663 if request['method'] == 'GET':
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
664 # Retrieve all the studies
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
665 studies = json.loads(orthanc.RestApiGet('/studies?expand'))
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
666
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
667 # Sort the studies according to the "StudyDate" DICOM tag
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
668 studies = sorted(studies, key = GetStudyDate)
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
669
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
670 # Read the limit/offset arguments provided by the user
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
671 offset = 0
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
672 if 'offset' in request['get']:
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
673 offset = int(request['get']['offset'])
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
674
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
675 limit = 0
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
676 if 'limit' in request['get']:
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
677 limit = int(request['get']['limit'])
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
678
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
679 # Truncate the list of studies
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
680 if limit == 0:
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
681 studies = studies[offset : ]
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
682 else:
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
683 studies = studies[offset : offset + limit]
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
684
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
685 # Return the truncated list of studies
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
686 output.AnswerBuffer(json.dumps(studies), 'application/json')
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
687 else:
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
688 output.SendMethodNotAllowed('GET')
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
689
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
690 orthanc.RegisterRestCallback('/sort-studies', SortStudiesByDate)
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
691
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
692
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
693 .. highlight:: bash
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
694
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
695 Here is a sample call to this new REST route, that could be issued by
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
696 any JavaScript framework (the ``json_pp`` command-line pretty-prints a
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
697 JSON file)::
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
698
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
699 $ curl http://localhost:8042/sort-studies | json_pp
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
700
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
701 This route also implement paging (i.e. it can limit and offset the
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
702 returned studies)::
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
703
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
704 $ curl 'http://localhost:8042/sort-studies?offset=2&limit=2' | json_pp
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
705
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
706 Obviously, this basic sample can be improved in many ways. To improve
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
707 performance, one could for instance cache the result of
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
708 ``/studies?expand`` in memory by :ref:`listening to changes
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
709 <python-changes>` in the list of studies
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
710 (cf. ``orthanc.ChangeType.NEW_STUDY`` and
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
711 ``orthanc.ChangeType.DELETED``).
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
712
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
713
551
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
714 .. _python_excel:
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
715
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
716 Creating a Microsoft Excel report
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
717 .................................
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
718
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
719 .. highlight:: python
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
720
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
721 As Orthanc plugins have access to any installed Python module, it is
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
722 very easy to implement a server-side plugin that generates a report in
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
723 the Microsoft Excel ``.xls`` format. Here is a working example::
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
724
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
725 import StringIO
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
726 import json
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
727 import orthanc
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
728 import xlwt
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
729
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
730 def CreateExcelReport(output, uri, **request):
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
731 if request['method'] != 'GET' :
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
732 output.SendMethodNotAllowed('GET')
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
733 else:
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
734 # Create an Excel writer
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
735 excel = xlwt.Workbook()
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
736 sheet = excel.add_sheet('Studies')
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
737
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
738 # Loop over the studies stored in Orthanc
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
739 row = 0
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
740 studies = orthanc.RestApiGet('/studies?expand')
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
741 for study in json.loads(studies):
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
742 sheet.write(row, 0, study['PatientMainDicomTags'].get('PatientID'))
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
743 sheet.write(row, 1, study['PatientMainDicomTags'].get('PatientName'))
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
744 sheet.write(row, 2, study['MainDicomTags'].get('StudyDescription'))
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
745 row += 1
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
746
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
747 # Serialize the Excel workbook to a string, and return it to the caller
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
748 # https://stackoverflow.com/a/15649139/881731
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
749 b = StringIO.StringIO()
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
750 excel.save(b)
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
751 output.AnswerBuffer(b.getvalue(), 'application/vnd.ms-excel')
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
752
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
753 orthanc.RegisterRestCallback('/report.xls', CreateExcelReport)
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
754
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
755 If opening the ``http://localhost:8042/report.xls`` URI, this Python
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
756 will generate a workbook with one sheet that contains the list of
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
757 studies, with the patient ID, the patient name and the study
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
758 description.
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
759
469
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
760
556
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
761 .. _python_authorization:
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
762
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
763 Forbid or allow access to REST resources (authorization)
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
764 ........................................................
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
765
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
766 .. highlight:: python
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
767
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
768 The following Python script installs a callback that is triggered
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
769 whenever the HTTP server of Orthanc is accessed::
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
770
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
771 import orthanc
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
772 import pprint
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
773
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
774 def Filter(uri, **request):
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
775 print('User trying to access URI: %s' % uri)
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
776 pprint.pprint(request)
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
777 return True # False to forbid access
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
778
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
779 orthanc.RegisterIncomingHttpRequestFilter(Filter)
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
780
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
781 If access is not granted, the ``Filter`` callback must return
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
782 ``False``. As a consequence, the HTTP status code would be set to
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
783 ``403 Forbidden``. If access is granted, the ``Filter`` must return
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
784 ``true``. The ``request`` argument contains more information about the
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
785 request (such as the HTTP headers, the IP address of the caller and
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
786 the GET arguments).
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
787
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
788 Note that this is similar to the ``IncomingHttpRequestFilter()``
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
789 callback that is available in :ref:`Lua scripts <lua-filter-rest>`.
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
790
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
791 Thanks to Python, it is extremely easy to call remote Web services for
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
792 authorization. Here is an example using the ``requests`` library::
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
793
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
794 import json
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
795 import orthanc
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
796 import requests
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
797
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
798 def Filter(uri, **request):
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
799 body = {
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
800 'uri' : uri,
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
801 'headers' : request['headers']
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
802 }
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
803 r = requests.post('http://localhost:8000/authorize',
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
804 data = json.dumps(body))
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
805 return r.json() ['granted'] # Must be a Boolean
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
806
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
807 orthanc.RegisterIncomingHttpRequestFilter(Filter)
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
808
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
809 .. highlight:: javascript
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
810
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
811 This filter could be used together with the following Web service
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
812 implemented using `Node.js
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
813 <https://en.wikipedia.org/wiki/Node.js>`__::
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
814
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
815 const http = require('http');
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
816
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
817 const requestListener = function(req, res) {
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
818 let body = '';
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
819 req.on('data', function(chunk) {
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
820 body += chunk;
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
821 });
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
822 req.on('end', function() {
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
823 console.log(JSON.parse(body));
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
824 var answer = {
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
825 'granted' : false // Forbid access
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
826 };
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
827 res.writeHead(200);
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
828 res.end(JSON.stringify(answer));
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
829 });
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
830 }
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
831
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
832 http.createServer(requestListener).listen(8000);
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
833
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
834
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
835
6a3d48510b0b Python sample: "Forbid or allow access to REST resources (authorization)", deprecating advanced authorization plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 555
diff changeset
836
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
837 Performance and concurrency
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
838 ---------------------------
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
839
471
a735476a0e6e note about fork on windows
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
840 **Important:** This section only applies to UNIX-like systems. The
a735476a0e6e note about fork on windows
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
841 ``multiprocessing`` package will not work on Microsoft Windows as the
a735476a0e6e note about fork on windows
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
842 latter OS has a different model for `forking processes
a735476a0e6e note about fork on windows
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
843 <https://en.wikipedia.org/wiki/Fork_(system_call)>`__.
a735476a0e6e note about fork on windows
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
844
555
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
845 Using slave processes
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
846 .....................
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
847
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
848 .. highlight:: python
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
849
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
850 Let us consider the following sample Python script that makes a
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
851 CPU-intensive computation on a REST callback::
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
852
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
853 import math
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
854 import orthanc
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
855 import time
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
856
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
857 # CPU-intensive computation taking about 4 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
858 def SlowComputation():
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
859 start = time.time()
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
860 for i in range(1000):
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
861 for j in range(30000):
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
862 math.sqrt(float(j))
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
863 end = time.time()
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
864 duration = (end - start)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
865 return 'computation done in %.03f seconds\n' % duration
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
866
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
867 def OnRest(output, uri, **request):
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
868 answer = SlowComputation()
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
869 output.AnswerBuffer(answer, 'text/plain')
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
870
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
871 orthanc.RegisterRestCallback('/computation', OnRest)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
872
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
873
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
874 .. highlight:: text
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
875
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
876 Calling this REST route from the command-line returns the time that is
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
877 needed to compute 30 million times a squared root on your CPU::
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
878
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
879 $ curl http://localhost:8042/computation
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
880 computation done in 4.208 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
881
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
882 Now, let us call this route three times concurrently (we use bash)::
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
883
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
884 $ (curl http://localhost:8042/computation & curl http://localhost:8042/computation & curl http://localhost:8042/computation )
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
885 computation done in 11.262 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
886 computation done in 12.457 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
887 computation done in 13.360 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
888
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
889 As can be seen, the computation time has tripled. This means that the
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
890 computations were not distributed across the available CPU cores.
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
891 This might seem surprising, as Orthanc is a threaded server (in
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
892 Orthanc, a pool of C++ threads serves concurrent requests).
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
893
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
894 The explanation is that the Python interpreter (`CPython
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
895 <https://en.wikipedia.org/wiki/CPython>`__ actually) is built on the
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
896 top of a so-called `Global Interpreter Lock (GIL)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
897 <https://en.wikipedia.org/wiki/Global_interpreter_lock>`__. The GIL is
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
898 basically a mutex that protects all the calls to the Python
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
899 interpreter. If multiple C++ threads from Orthanc call a Python
353
0122c668f4ec python licensing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 352
diff changeset
900 callback, only one can proceed at any given time. Note however that
0122c668f4ec python licensing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 352
diff changeset
901 the GIL only applies to the Python script: The baseline REST API of
0122c668f4ec python licensing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 352
diff changeset
902 Orthanc is not affected by the GIL.
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
903
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
904 .. highlight:: python
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
905
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
906 The solution is to use the `multiprocessing primitives
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
907 <https://docs.python.org/3/library/multiprocessing.html>`__ of Python.
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
908 The "master" Python interpreter that is initially started by the
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
909 Orthanc plugin, can start several `children processes
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
910 <https://en.wikipedia.org/wiki/Process_(computing)>`__, each of these
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
911 processes running a separate Python interpreter. This allows to
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
912 offload intensive computations from the "master" Python interpreter of
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
913 Orthanc onto those "slave" interpreters. The ``multiprocessing``
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
914 library is actually quite straightforward to use::
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
915
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
916 import math
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
917 import multiprocessing
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
918 import orthanc
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
919 import signal
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
920 import time
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
921
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
922 # CPU-intensive computation taking about 4 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
923 # (same code as above)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
924 def SlowComputation():
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
925 start = time.time()
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
926 for i in range(1000):
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
927 for j in range(30000):
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
928 math.sqrt(float(j))
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
929 end = time.time()
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
930 duration = (end - start)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
931 return 'computation done in %.03f seconds\n' % duration
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
932
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
933 # Ignore CTRL+C in the slave processes
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
934 def Initializer():
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
935 signal.signal(signal.SIGINT, signal.SIG_IGN)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
936
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
937 # Create a pool of 4 slave Python interpreters
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
938 POOL = multiprocessing.Pool(4, initializer = Initializer)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
939
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
940 def OnRest(output, uri, **request):
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
941 # Offload the call to "SlowComputation" onto one slave process.
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
942 # The GIL is unlocked until the slave sends its answer back.
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
943 answer = POOL.apply(SlowComputation)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
944 output.AnswerBuffer(answer, 'text/plain')
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
945
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
946 orthanc.RegisterRestCallback('/computation', OnRest)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
947
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
948 .. highlight:: text
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
949
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
950 Here is now the result of calling this route three times concurrently::
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
951
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
952 $ (curl http://localhost:8042/computation & curl http://localhost:8042/computation & curl http://localhost:8042/computation )
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
953 computation done in 4.211 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
954 computation done in 4.215 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
955 computation done in 4.225 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
956
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
957 As can be seen, the calls to the Python computation now fully run in
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
958 parallel (the time is cut down from 12 seconds to 4 seconds, the same
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
959 as for one isolated request).
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
960
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
961 Note also how the ``multiprocessing`` library allows to make a fine
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
962 control over the computational resources that are available to the
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
963 Python script: The number of "slave" interpreters can be easily
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
964 changed in the constructor of the ``multiprocessing.Pool`` object, and
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
965 are fully independent of the threads used by the Orthanc server.
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
966
555
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
967 Obviously, an in-depth discussion about the ``multiprocessing``
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
968 library is out of the scope of this document. There are many
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
969 references available on Internet. Also, note that ``threading`` is not
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
970 useful here, as Python multithreading is also limited by the GIL, and
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
971 is more targeted at dealing with costly I/O operations or with the
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
972 :ref:`scheduling of commands <python-scheduler>`.
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973
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974
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975 Slave processes and the "orthanc" module
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976 ........................................
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977
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978 .. highlight:: python
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979
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980 Very importantly, pay attention to the fact that **only the "master"
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981 Python interpreter has access to the Orthanc SDK**. The "slave"
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982 processes have no access to the ``orthanc`` module.
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983
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984 You must write your Python plugin so as that all the calls to
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985 ``orthanc`` are moved from the slaves process to the master
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986 process. For instance, here is how you would parse a DICOM file in a
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987 slave process::
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988
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989 import pydicom
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990 import io
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991
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992 def OffloadedDicomParsing(dicom):
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993 # No access to the "orthanc" library here, as we are in the slave process
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994 dataset = pydicom.dcmread(io.BytesIO(dicom))
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995 return str(dataset)
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996
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997 def OnRest(output, uri, **request):
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998 # The call to "orthanc.RestApiGet()" is only possible in the master process
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999 dicom = orthanc.RestApiGet('/instances/19816330-cb02e1cf-df3a8fe8-bf510623-ccefe9f5/file')
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1000 answer = POOL.apply(OffloadedDicomParsing, args = (dicom, ))
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1001 output.AnswerBuffer(answer, 'text/plain')
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1002
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1003 Communication primitives such as ``multiprocessing.Queue`` are
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1004 available to exchange messages from the "slave" Python interpreters to
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1005 the "master" Python interpreter for more advanced scenarios.
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1006
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1007 NB: Starting with release 3.0 of the Python plugin, it is possible to
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1008 call the REST API of Orthanc from a slave process in a more direct
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1009 way. The function ``orthanc.GenerateRestApiAuthorizationToken()`` can
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1010 be used to create an authorization token that provides full access to
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1011 the REST API of Orthanc (without have to set credentials in your
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1012 plugin). Any HTTP client library for Python, such as `requests
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1013 <https://requests.readthedocs.io/en/master/>`__, can then be used to
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1014 access the REST API of Orthanc. Here is a minimal example::
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1015
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1016 import json
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1017 import multiprocessing
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1018 import orthanc
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1019 import requests
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1020 import signal
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1021
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1022 TOKEN = orthanc.GenerateRestApiAuthorizationToken()
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1023
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1024 def SlaveProcess():
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1025 r = requests.get('http://localhost:8042/instances',
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1026 headers = { 'Authorization' : TOKEN })
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1027 return json.dumps(r.json())
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1028
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1029 def Initializer():
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1030 signal.signal(signal.SIGINT, signal.SIG_IGN)
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1031
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1032 POOL = multiprocessing.Pool(4, initializer = Initializer)
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1033
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1034 def OnRest(output, uri, **request):
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1035 answer = POOL.apply(SlaveProcess)
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1036 output.AnswerBuffer(answer, 'text/plain')
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1037
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1038 orthanc.RegisterRestCallback('/computation', OnRest)