annotate Sphinx/source/plugins/python.rst @ 747:56d48f6e52cc

catching exceptions in python plugins
author Sebastien Jodogne <s.jodogne@gmail.com>
date Mon, 09 Aug 2021 18:29:38 +0200
parents 97e6a0431c5e
children a296fe06fd86
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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 largest part of the Python API is
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20 automatically generated from the `Orthanc plugin SDK in C
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21 <https://hg.orthanc-server.com/orthanc/file/Orthanc-1.9.6/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 3.2 of the plugin, the coverage of the C SDK is about
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26 87% (138 functions are automatically wrapped in Python out of a total
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27 of 158 functions from the Orthanc SDK 1.8.1).
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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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62
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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:: python
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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
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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
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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 Here is a basic Python script that registers two new routes in the
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219 REST API:
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220
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221 .. literalinclude:: python/extending-rest-api.py
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222 :language: python
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223
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224 .. highlight:: json
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225
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226 Here is the associated minimal configuration file for Orthanc
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227 (provided the Python script is saved as ``rest.py``)::
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228
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229 {
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230 "Plugins" : [ "." ],
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231 "PythonScript" : "rest.py",
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232 "PythonVerbose" : false
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233 }
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234
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235 .. highlight:: bash
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236
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237 The route can then be accessed as::
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238
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239 $ curl http://localhost:8042/toto
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240 ok
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241
469
46949efa5818 Implementing basic paging using a Python script
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242
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243 .. _python-changes:
345
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244
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245 Listening to changes
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246 ....................
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247
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248 This sample uploads a DICOM file as soon as Orthanc is started:
345
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249
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250 .. literalinclude:: python/listening-changes.py
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251 :language: python
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252
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253
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254 .. warning::
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255 In releases <= 3.0 of the Python plugin, deadlocks might emerge if
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256 you call other core primitives of Orthanc (such as the REST API) in
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257 your callback function. This issue has been `fixed in release 3.1
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258 <https://hg.orthanc-server.com/orthanc-python/rev/46fe70776d61>`__.
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259
600
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260 As a **temporary workaround** against such deadlocks in releases <=
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261 3.0, if you have to call other primitives of Orthanc, you should make
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262 these calls in a separate thread, passing the pending events to be
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263 processed through a message queue. Here is the template of a possible
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264 solution to postpone such deadlocks as much as possible by relying on
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265 the multithreading primitives of Python:
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266
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267 .. literalinclude:: python/changes-deadlock-3.0.py
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268 :language: python
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269
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270 Beware that **this workaround is imperfect** and deadlocks have been
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271 observed even if using it! Make sure to upgrade your plugin to solve
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272 this issue for good. Note that this temporary workaround is not needed
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273 in releases >= 3.1 of the plugin.
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274
591
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275
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276
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277 Accessing the content of a new instance
346
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278 .......................................
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279
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280 .. literalinclude:: python/accessing-new-instance.py
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281 :language: python
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282
590
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283 .. warning::
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284 Your callback function will be called synchronously with
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285 the core of Orthanc. This implies that deadlocks might emerge if
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286 you call other core primitives of Orthanc in your callback (such
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287 deadlocks are particular visible in the presence of other plugins
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288 or Lua scripts). It is thus strongly advised to avoid any call to
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289 the REST API of Orthanc in the callback. If you have to call other
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290 primitives of Orthanc, you should make these calls in a separate
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291 thread, passing the pending events to be processed through a
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292 message queue.
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293
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294
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295 Calling pydicom
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296 ...............
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297
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298 Here is a sample Python plugin that registers a REST callback to dump
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299 the content of the dataset of one given DICOM instance stored in
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300 Orthanc, using `pydicom <https://pydicom.github.io/>`__:
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301
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302 .. literalinclude:: python/pydicom.py
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303 :language: python
346
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304
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305 .. highlight:: bash
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306
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307 This callback can be called as follows::
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308
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309 $ curl http://localhost:8042/pydicom/19816330-cb02e1cf-df3a8fe8-bf510623-ccefe9f5
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310
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311
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312 Auto-routing studies
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313 ....................
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314
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315 Here is a sample Python plugin that routes any :ref:`stable study
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316 <stable-resources>` to a modality named ``samples`` (as declared in the
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317 ``DicomModalities`` configuration option):
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318
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319 .. literalinclude:: python/autorouting-1.py
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320 :language: python
348
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321
539
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322 Note that, if you want to use an orthanc plugin to transfer the study,
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323 you should use the ``RestApiPostAfterPlugins()`` method:
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324
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325 .. literalinclude:: python/autorouting-2.py
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326 :language: python
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327
539
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328
352
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329 Rendering a thumbnail using PIL/Pillow
Sebastien Jodogne <s.jodogne@gmail.com>
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330 ......................................
348
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331
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332 .. literalinclude:: python/pil.py
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333 :language: python
351
e2863083fa30 multiprocessing
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334
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335
369
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336 .. _python-introspection:
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337
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338 Inspecting the available API
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339 ............................
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340
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341 Thanks to Python's introspection primitives, it is possible to inspect
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342 the API of the ``orthanc`` module in order to dump all the available
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343 features:
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344
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345 .. literalinclude:: python/inspect-api.py
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346 :language: python
369
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347
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348
373
847996394688 Scheduling a task for periodic execution
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349 .. _python-scheduler:
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350
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351 Scheduling a task for periodic execution
847996394688 Scheduling a task for periodic execution
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352 ........................................
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353
847996394688 Scheduling a task for periodic execution
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354 The following Python script will periodically (every second) run the
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355 function ``Hello()`` thanks to the ``threading`` module:
373
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356
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357 .. literalinclude:: python/periodic-execution.py
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358 :language: python
373
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359
378
16dc3561b41e Filtering and returning metadata using Python
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360
16dc3561b41e Filtering and returning metadata using Python
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361 .. _python-metadata:
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362
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363 Filtering and returning metadata
16dc3561b41e Filtering and returning metadata using Python
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364 ................................
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365
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366 Besides the main DICOM tags, Orthanc associates some metadata to each
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367 resource it stores (this includes the date of last update, the
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368 transfer syntax, the remote AET...). People are often interested in
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369 getting such metadata while calling the ``/tools/find`` route in the
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370 :ref:`REST API <rest-find>`, or even in filtering this metadata the
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diff changeset
371 same way they look for DICOM tags.
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372
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373 This feature is not built in the core of Orthanc, as metadata is not
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374 indexed in the Orthanc database, contrarily to the main DICOM
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375 tags. Filtering metadata requires a linear search over all the
16dc3561b41e Filtering and returning metadata using Python
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376 matching resources, which induces a cost in the performance.
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377
16dc3561b41e Filtering and returning metadata using Python
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378 Nevertheless, here is a full sample Python script that overwrites the
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379 ``/tools/find`` route in order to give access to metadata:
378
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diff changeset
380
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381 .. literalinclude:: python/filtering-metadata.py
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382 :language: python
378
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383
16dc3561b41e Filtering and returning metadata using Python
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384
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385 **Warning:** In the sample above, the filtering of the metadata is
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386 done using Python's `library for regular expressions
16dc3561b41e Filtering and returning metadata using Python
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387 <https://docs.python.org/3/library/re.html>`__. It is evidently
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388 possible to adapt this script in order to use the DICOM conventions
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diff changeset
389 about `attribute matching
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390 <http://dicom.nema.org/medical/dicom/2019e/output/chtml/part04/sect_C.2.2.2.html>`__.
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diff changeset
391
469
46949efa5818 Implementing basic paging using a Python script
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392 .. highlight:: bash
378
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393
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394 Here is a sample call to retrieve all the studies that were last
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395 updated in 2019 thanks to this Python script::
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396
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397 $ curl http://localhost:8042/tools/find -d '{"Level":"Study","Query":{},"Expand":true,"Metadata":{"LastUpdate":"^2019.*$"}}'
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diff changeset
398
181b02cea7ab inspecting Python API
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399
469
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400 .. _python-paging:
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diff changeset
401
46949efa5818 Implementing basic paging using a Python script
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diff changeset
402 Implementing basic paging
46949efa5818 Implementing basic paging using a Python script
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parents: 462
diff changeset
403 .........................
46949efa5818 Implementing basic paging using a Python script
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parents: 462
diff changeset
404
46949efa5818 Implementing basic paging using a Python script
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diff changeset
405 As explained in the FAQ, the :ref:`Orthanc Explorer interface is
46949efa5818 Implementing basic paging using a Python script
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diff changeset
406 low-level <improving-interface>`, and is not adapted for
46949efa5818 Implementing basic paging using a Python script
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diff changeset
407 end-users. One common need is to implement paging of studies, which
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diff changeset
408 calls for server-side sorting of studies. This can be done using the
46949efa5818 Implementing basic paging using a Python script
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diff changeset
409 following sample Python plugin that registers a new route
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410 ``/sort-studies`` in the REST API of Orthanc:
469
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diff changeset
411
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412 .. literalinclude:: python/paging.py
ba2403ebd4b7 moving python samples in separate files (3)
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413 :language: python
469
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diff changeset
414
46949efa5818 Implementing basic paging using a Python script
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diff changeset
415 .. highlight:: bash
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diff changeset
416
46949efa5818 Implementing basic paging using a Python script
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417 Here is a sample call to this new REST route, that could be issued by
46949efa5818 Implementing basic paging using a Python script
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diff changeset
418 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
419 JSON file)::
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
420
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
421 $ 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
422
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
423 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
424 returned studies)::
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
425
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
426 $ 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
427
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
428 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
429 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
430 ``/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
431 <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
432 (cf. ``orthanc.ChangeType.NEW_STUDY`` and
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
433 ``orthanc.ChangeType.DELETED``).
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
434
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
435
551
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
436 .. _python_excel:
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
437
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
438 Creating a Microsoft Excel report
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
439 .................................
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
440
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
441 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
442 very easy to implement a server-side plugin that generates a report in
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
443 the Microsoft Excel ``.xls`` format. Here is a working example:
551
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
444
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
445 .. literalinclude:: python/excel.py
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
446 :language: python
551
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
447
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
448 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
449 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
450 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
451 description.
d0332c5a2cb8 Python plugin: excel generation example
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 539
diff changeset
452
469
46949efa5818 Implementing basic paging using a Python script
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
453
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
454 .. _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
455
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
456 Forbid or allow access to REST resources (authorization, new in 3.0)
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
457 ....................................................................
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
458
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
459 The following Python script installs a callback that is triggered
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
460 whenever the HTTP server of Orthanc is accessed:
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
461
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
462 .. literalinclude:: python/authorization-1.py
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
463 :language: python
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
464
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
465
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
466 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
467 ``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
468 ``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
469 ``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
470 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
471 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
472
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
473 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
474 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
475
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
476 Thanks to Python, it is extremely easy to call remote Web services for
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
477 authorization. Here is an example using the ``requests`` library:
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
478
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
479 .. literalinclude:: python/authorization-2.py
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
480 :language: python
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
481
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
482 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
483 implemented using `Node.js
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
484 <https://en.wikipedia.org/wiki/Node.js>`__:
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
485
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
486 .. literalinclude:: python/authorization-node-service.js
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
487 :language: javascript
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
488
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
489
708
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
490 .. _python_lookup_dictionary:
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
491
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
492 Lookup DICOM dictionary (new in 3.2)
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
493 ....................................
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
494
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
495 Python plugins can access the dictionary of the DICOM tags that are
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
496 handled by Orthanc:
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
497
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
498 .. literalinclude:: python/lookup-dictionary.py
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
499 :language: python
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
500
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
501 .. highlight:: text
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
502
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
503 Note how Python introspection is used in order to map the values in
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
504 enumeration ``orthanc.ValueRepresentation`` to a string description of
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
505 the value representation. If started, the plugin above would output
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
506 the following information in the Orthanc logs::
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
507
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
508 W0611 14:04:08.563957 PluginsManager.cpp:168] Entry in the dictionary: {
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
509 "Element": 32,
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
510 "Group": 16,
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
511 "MaxMultiplicity": 1,
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
512 "MinMultiplicity": 1,
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
513 "ValueRepresentation": 11
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
514 }
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
515 W0611 14:04:08.563975 PluginsManager.cpp:168] Name of the value representation: LO
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
516
cd70d23f34bc Lookup DICOM dictionary in Python scripts
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 707
diff changeset
517
695
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
518 .. _python_create_dicom:
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
519
696
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 695
diff changeset
520 Creating DICOM instances (new in 3.2)
695
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
521 .....................................
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
522
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
523 The following sample Python script will write on the disk a new DICOM
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
524 instance including the traditional Lena sample image, and will decode
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
525 the single frame of this DICOM instance:
695
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
526
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
527 .. literalinclude:: python/create-dicom.py
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
528 :language: python
695
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
529
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
530
706
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
531 .. _python_pil_conversions:
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
532
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
533 Conversions between Orthanc and Python images (new in 3.2)
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
534 ..........................................................
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
535
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
536 The Python method ``orthanc.Image.GetImageBuffer()`` returns a copy of
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
537 the memory buffer of an image that is handled Orthanc. Conversely, the
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
538 Python function ``orthanc.CreateImageFromBuffer()`` can be used to
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
539 create an Orthanc image from a Python buffer. Taken together, these
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
540 two functions can be used to do bidirectional conversions between
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
541 Orthanc images and Python images.
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
542
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
543 Here is a full working example using PIL/Pillow that shows how to
707
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 706
diff changeset
544 decode one frame of a DICOM instance using Orthanc, then to modify
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 706
diff changeset
545 this image using PIL, and finally to upload the modified image as a
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 706
diff changeset
546 new DICOM instance:
706
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
547
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
548 .. literalinclude:: python/pil-conversions.py
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
549 :language: python
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
550
c62539d00251 Conversions between Orthanc and Python images
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 704
diff changeset
551
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
552 .. _python_dicom_scp:
695
f4fc12ed00ee creating dicom instances in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 678
diff changeset
553
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
554 Handling DICOM SCP requests (new in 3.2)
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
555 ........................................
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
556
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
557 Starting with release 3.2 of the Python plugin, it is possible to
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
558 replace the C-FIND SCP and C-MOVE SCP of Orthanc by a Python
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
559 script. This feature can notably be used to create a custom DICOM
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
560 proxy. Here is a minimal example:
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
561
704
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
562 .. literalinclude:: python/dicom-find-move-scp.py
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
563 :language: python
ba2403ebd4b7 moving python samples in separate files (3)
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 703
diff changeset
564
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
565
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
566 .. highlight:: text
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
567
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
568 In this sample, the C-FIND SCP will send one single answer that
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
569 reproduces the values provided by the SCU::
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
570
699
a777b9e6ef70 clarifying sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 698
diff changeset
571 $ findscu localhost 4242 -S -k QueryRetrieveLevel=STUDY -k PatientName=TEST -k SeriesDescription=
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
572 I: ---------------------------
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
573 I: Find Response: 1 (Pending)
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
574 I:
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
575 I: # Dicom-Data-Set
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
576 I: # Used TransferSyntax: Little Endian Explicit
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
577 I: (0008,0005) CS [ISO_IR 100] # 10, 1 SpecificCharacterSet
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
578 I: (0008,0052) CS [HELLO0-STUDY] # 12, 1 QueryRetrieveLevel
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
579 I: (0008,103e) LO [HELLO1- ] # 8, 1 SeriesDescription
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
580 I: (0010,0010) PN [HELLO2-TEST ] # 12, 1 PatientName
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
581 I:
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
582
698
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 697
diff changeset
583 A more realistic Python script could for instance call the route
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 697
diff changeset
584 ``/modalities/{...}/query`` in the :ref:`REST API <rest-find-scu>` of
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 697
diff changeset
585 Orthanc using ``orthanc.RestApiPost()``, in order to query the content
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 697
diff changeset
586 a remote modality through a second C-FIND SCU request (this time
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 697
diff changeset
587 issued by Orthanc as a SCU).
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 697
diff changeset
588
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
589 The C-MOVE SCP can be invoked as follows::
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
590
699
a777b9e6ef70 clarifying sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 698
diff changeset
591 $ movescu localhost 4242 -aem TARGET -aec SOURCE -aet MOVESCU -S -k QueryRetrieveLevel=IMAGE -k StudyInstanceUID=1.2.3.4
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
592
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
593 The C-MOVE request above would print the following information in the
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
594 Orthanc logs::
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
595
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
596 W0610 18:30:36.840865 PluginsManager.cpp:168] C-MOVE request to be handled in Python: {
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
597 "AccessionNumber": "",
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
598 "Level": "INSTANCE",
699
a777b9e6ef70 clarifying sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 698
diff changeset
599 "OriginatorAET": "MOVESCU",
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
600 "OriginatorID": 1,
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
601 "PatientID": "",
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
602 "SOPInstanceUID": "",
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
603 "SeriesInstanceUID": "",
699
a777b9e6ef70 clarifying sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 698
diff changeset
604 "SourceAET": "SOURCE",
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
605 "StudyInstanceUID": "1.2.3.4",
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
606 "TargetAET": "TARGET"
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
607 }
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
608
710
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 709
diff changeset
609 It is now up to your Python callback to process the C-MOVE SCU request,
697
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
610 for instance by calling the route ``/modalities/{...}/store`` in the
7581dc208323 Handling DICOM SCP requests using a Python plugin
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 696
diff changeset
611 :ref:`REST API <rest-store-scu>` of Orthanc using
700
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
612 ``orthanc.RestApiPost()``. It is highly advised to create a Python
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
613 thread to handle the request, in order to avoid blocking Orthanc as
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
614 much as possible.
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
615
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
616
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
617 .. _python_worklists:
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
618
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
619 Handling worklist SCP requests (new in 3.2)
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
620 ...........................................
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
621
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
622 Starting with release 3.2 of the Python plugin, it is possible to
701
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
623 answer :ref:`worklist queries <worklist>` using a Python script. This
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
624 is especially useful to easily create a bridge between Orthanc,
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
625 HL7/FHIR messages and RIS systems. Indeed, Python provides many tools
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
626 to handle HL7 such as `python-hl7 library
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
627 <https://python-hl7.readthedocs.io/en/latest/>`__.
700
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
628
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
629 The following Python script reproduces features similar to the
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
630 :ref:`sample modality worklists plugin <worklists-plugin>`:
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
631
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
632 .. literalinclude:: python/worklist.py
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
633 :language: python
56a06ca9ec20 Handling worklist SCP requests in Python
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 699
diff changeset
634
701
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
635 .. highlight:: text
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
636
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
637 Here is the result of this plugin on a sample call::
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
638
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
639 $ findscu -W -k "ScheduledProcedureStepSequence[0].Modality=MR" 127.0.0.1 4242
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
640 I: ---------------------------
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
641 I: Find Response: 1 (Pending)
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
642 I:
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
643 I: # Dicom-Data-Set
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
644 I: # Used TransferSyntax: Little Endian Explicit
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
645 I: (0008,0005) CS [ISO_IR 100] # 10, 1 SpecificCharacterSet
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
646 I: (0040,0100) SQ (Sequence with explicit length #=1) # 18, 1 ScheduledProcedureStepSequence
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
647 I: (fffe,e000) na (Item with explicit length #=1) # 10, 1 Item
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
648 I: (0008,0060) CS [MR] # 2, 1 Modality
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
649 I: (fffe,e00d) na (ItemDelimitationItem for re-encoding) # 0, 0 ItemDelimitationItem
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
650 I: (fffe,e0dd) na (SequenceDelimitationItem for re-encod.) # 0, 0 SequenceDelimitationItem
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
651 I:
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
652 I: ---------------------------
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
653 I: Find Response: 2 (Pending)
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
654 I:
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
655 I: # Dicom-Data-Set
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
656 I: # Used TransferSyntax: Little Endian Explicit
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
657 I: (0008,0005) CS [ISO_IR 100] # 10, 1 SpecificCharacterSet
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
658 I: (0040,0100) SQ (Sequence with explicit length #=1) # 18, 1 ScheduledProcedureStepSequence
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
659 I: (fffe,e000) na (Item with explicit length #=1) # 10, 1 Item
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
660 I: (0008,0060) CS [MR] # 2, 1 Modality
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
661 I: (fffe,e00d) na (ItemDelimitationItem for re-encoding) # 0, 0 ItemDelimitationItem
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
662 I: (fffe,e0dd) na (SequenceDelimitationItem for re-encod.) # 0, 0 SequenceDelimitationItem
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
663 I:
f093160dd7f4 cross-references regarding worklists
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 700
diff changeset
664
727
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
665
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
666 .. _pynetdicom:
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
667
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
668 Replacing DICOM SCP of Orthanc by pynetdicom
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
669 ............................................
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
670
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
671 .. highlight:: json
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
672
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
673 Thanks to Python plugins, it is also possible to replace the built-in
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
674 DICOM SCP of Orthanc by `pynetdicom
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
675 <https://pydicom.github.io/pynetdicom/stable/examples/storage.html>`__
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
676 so as to customize how the DICOM protocol is handled. Firstly, in the
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
677 configuration file, make sure to disable the Orthanc SCP by setting
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
678 ``DicomServerEnabled`` to ``false``::
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
679
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
680 {
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
681 "Plugins" : [ "." ],
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
682 "PythonScript" : "pynetdicom.py",
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
683 "DicomServerEnabled" : false
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
684 }
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
685
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
686 Secondly, here a basic plugin illustrating how to start and stop the
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
687 pynetdicom server, and handle incoming C-STORE requests:
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
688
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
689 .. literalinclude:: python/pynetdicom.py
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
690 :language: python
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
691
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
692 As can be seen in this listing, whenever the pynetdicom receives an
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
693 incoming C-STORE request, it makes a POST call to the URI
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
694 ``/instances`` in the REST API of Orthanc in order to store the
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
695 embedded DICOM dataset into Orthanc. Obviously, one can build more
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
696 complex DICOM servers by handling more messages than C-STORE alone.
698eb280060a pynetdicom sample
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 719
diff changeset
697
747
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
698
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
699 .. _python_exception:
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
700
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
701 Catching exceptions
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
702 ...................
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
703
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
704 Starting with release 3.3 of the Python plugin, the plugin generates a
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
705 Python exception derived from class ``orthanc.OrthancException`` if an
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
706 error is encountered. This exception contains a tuple that provides
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
707 the error code and its textual description.
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
708
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
709 In releases <= 3.2, the Python plugin raised the `built-in exception
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
710 <https://docs.python.org/3/library/exceptions.html>`__ ``ValueError``.
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
711
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
712 Here is an example showing how to catch exceptions:
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
713
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
714 .. literalinclude:: python/exception.py
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
715 :language: python
56d48f6e52cc catching exceptions in python plugins
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 741
diff changeset
716
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
717
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
718 Performance and concurrency
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
719 ---------------------------
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
720
471
a735476a0e6e note about fork on windows
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
721 **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
722 ``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
723 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
724 <https://en.wikipedia.org/wiki/Fork_(system_call)>`__.
a735476a0e6e note about fork on windows
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 462
diff changeset
725
555
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
726 Using slave processes
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
727 .....................
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
728
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
729 Let us consider the following sample Python script that makes a
702
6e02cd89eb6a moving python samples in separate files
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 701
diff changeset
730 CPU-intensive computation on a REST callback:
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
731
702
6e02cd89eb6a moving python samples in separate files
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 701
diff changeset
732 .. literalinclude:: python/multiprocessing-1.py
6e02cd89eb6a moving python samples in separate files
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 701
diff changeset
733 :language: python
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
734
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
735 .. highlight:: text
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
736
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
737 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
738 needed to compute 30 million times a squared root on your CPU::
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
739
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
740 $ curl http://localhost:8042/computation
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
741 computation done in 4.208 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
742
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
743 Now, let us call this route three times concurrently (we use bash)::
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
744
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
745 $ (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
746 computation done in 11.262 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
747 computation done in 12.457 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
748 computation done in 13.360 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
749
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
750 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
751 computations were not distributed across the available CPU cores.
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
752 This might seem surprising, as Orthanc is a threaded server (in
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
753 Orthanc, a pool of C++ threads serves concurrent requests).
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
754
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
755 The explanation is that the Python interpreter (`CPython
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
756 <https://en.wikipedia.org/wiki/CPython>`__ actually) is built on the
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
757 top of a so-called `Global Interpreter Lock (GIL)
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
758 <https://en.wikipedia.org/wiki/Global_interpreter_lock>`__. The GIL is
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
759 basically a mutex that protects all the calls to the Python
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
760 interpreter. If multiple C++ threads from Orthanc call a Python
353
0122c668f4ec python licensing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 352
diff changeset
761 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
762 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
763 Orthanc is not affected by the GIL.
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
764
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
765 The solution is to use the `multiprocessing primitives
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
766 <https://docs.python.org/3/library/multiprocessing.html>`__ of Python.
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
767 The "master" Python interpreter that is initially started by the
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
768 Orthanc plugin, can start several `children processes
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
769 <https://en.wikipedia.org/wiki/Process_(computing)>`__, each of these
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
770 processes running a separate Python interpreter. This allows to
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
771 offload intensive computations from the "master" Python interpreter of
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
772 Orthanc onto those "slave" interpreters. The ``multiprocessing``
702
6e02cd89eb6a moving python samples in separate files
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 701
diff changeset
773 library is actually quite straightforward to use:
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
774
702
6e02cd89eb6a moving python samples in separate files
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 701
diff changeset
775 .. literalinclude:: python/multiprocessing-2.py
6e02cd89eb6a moving python samples in separate files
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 701
diff changeset
776 :language: python
351
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
777
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
778 .. highlight:: text
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
779
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
780 Here is now the result of calling this route three times concurrently::
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
781
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
782 $ (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
783 computation done in 4.211 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
784 computation done in 4.215 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
785 computation done in 4.225 seconds
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
786
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
787 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
788 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
789 as for one isolated request).
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
790
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
791 Note also how the ``multiprocessing`` library allows to make a fine
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
792 control over the computational resources that are available to the
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
793 Python script: The number of "slave" interpreters can be easily
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
794 changed in the constructor of the ``multiprocessing.Pool`` object, and
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
795 are fully independent of the threads used by the Orthanc server.
e2863083fa30 multiprocessing
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 350
diff changeset
796
555
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
797 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
798 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
799 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
800 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
801 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
802 :ref:`scheduling of commands <python-scheduler>`.
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
803
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
804
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
805 Slave processes and the "orthanc" module
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
806 ........................................
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
807
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
808 Very importantly, pay attention to the fact that **only the "master"
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
809 Python interpreter has access to the Orthanc SDK**. The "slave"
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
810 processes have no access to the ``orthanc`` module.
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
811
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
diff changeset
812 You must write your Python plugin so as that all the calls to
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
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813 ``orthanc`` are moved from the slaves process to the master
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
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814 process. For instance, here is how you would parse a DICOM file in a
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Sebastien Jodogne <s.jodogne@gmail.com>
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815 slave process:
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816
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817 .. literalinclude:: python/multiprocessing-3.py
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Sebastien Jodogne <s.jodogne@gmail.com>
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818 :language: python
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819
Sebastien Jodogne <s.jodogne@gmail.com>
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820 Communication primitives such as ``multiprocessing.Queue`` are
Sebastien Jodogne <s.jodogne@gmail.com>
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821 available to exchange messages from the "slave" Python interpreters to
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6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
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822 the "master" Python interpreter for more advanced scenarios.
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
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823
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
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parents: 554
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824 NB: Starting with release 3.0 of the Python plugin, it is possible to
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
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825 call the REST API of Orthanc from a slave process in a more direct
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
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826 way. The function ``orthanc.GenerateRestApiAuthorizationToken()`` can
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
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827 be used to create an authorization token that provides full access to
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
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828 the REST API of Orthanc (without have to set credentials in your
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 554
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829 plugin). Any HTTP client library for Python, such as `requests
6fb469a3c382 Python plugin: documentation of orthanc.GenerateRestApiAuthorizationToken()
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parents: 554
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830 <https://requests.readthedocs.io/en/master/>`__, can then be used to
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831 access the REST API of Orthanc. Here is a minimal example:
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832
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833 .. literalinclude:: python/multiprocessing-4.py
6e02cd89eb6a moving python samples in separate files
Sebastien Jodogne <s.jodogne@gmail.com>
parents: 701
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834 :language: python