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1 | # -*- coding: utf-8 -*- |
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1 | # -*- coding: utf-8 -*- | |
2 | """Release data for the IPython project.""" |
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2 | """Release data for the IPython project.""" | |
3 |
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3 | |||
4 | #----------------------------------------------------------------------------- |
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4 | #----------------------------------------------------------------------------- | |
5 | # Copyright (c) 2008, IPython Development Team. |
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5 | # Copyright (c) 2008, IPython Development Team. | |
6 | # Copyright (c) 2001, Fernando Perez <fernando.perez@colorado.edu> |
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6 | # Copyright (c) 2001, Fernando Perez <fernando.perez@colorado.edu> | |
7 | # Copyright (c) 2001, Janko Hauser <jhauser@zscout.de> |
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7 | # Copyright (c) 2001, Janko Hauser <jhauser@zscout.de> | |
8 | # Copyright (c) 2001, Nathaniel Gray <n8gray@caltech.edu> |
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8 | # Copyright (c) 2001, Nathaniel Gray <n8gray@caltech.edu> | |
9 | # |
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9 | # | |
10 | # Distributed under the terms of the Modified BSD License. |
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10 | # Distributed under the terms of the Modified BSD License. | |
11 | # |
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11 | # | |
12 | # The full license is in the file COPYING.txt, distributed with this software. |
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12 | # The full license is in the file COPYING.txt, distributed with this software. | |
13 | #----------------------------------------------------------------------------- |
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13 | #----------------------------------------------------------------------------- | |
14 |
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14 | |||
15 | # Name of the package for release purposes. This is the name which labels |
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15 | # Name of the package for release purposes. This is the name which labels | |
16 | # the tarballs and RPMs made by distutils, so it's best to lowercase it. |
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16 | # the tarballs and RPMs made by distutils, so it's best to lowercase it. | |
17 | name = 'ipython' |
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17 | name = 'ipython' | |
18 |
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18 | |||
19 | # IPython version information. An empty _version_extra corresponds to a full |
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19 | # IPython version information. An empty _version_extra corresponds to a full | |
20 | # release. 'dev' as a _version_extra string means this is a development |
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20 | # release. 'dev' as a _version_extra string means this is a development | |
21 | # version |
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21 | # version | |
22 | _version_major = 3 |
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22 | _version_major = 3 | |
23 | _version_minor = 0 |
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23 | _version_minor = 0 | |
24 | _version_patch = 0 |
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24 | _version_patch = 0 | |
25 | _version_extra = 'dev' |
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25 | _version_extra = 'dev' | |
26 | # _version_extra = 'rc1' |
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26 | # _version_extra = 'rc1' | |
27 | # _version_extra = '' # Uncomment this for full releases |
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27 | # _version_extra = '' # Uncomment this for full releases | |
28 |
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28 | |||
29 | # release.codename is deprecated in 2.0, will be removed in 3.0 |
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29 | # release.codename is deprecated in 2.0, will be removed in 3.0 | |
30 | codename = '' |
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30 | codename = '' | |
31 |
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31 | |||
32 | # Construct full version string from these. |
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32 | # Construct full version string from these. | |
33 | _ver = [_version_major, _version_minor, _version_patch] |
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33 | _ver = [_version_major, _version_minor, _version_patch] | |
34 |
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34 | |||
35 | __version__ = '.'.join(map(str, _ver)) |
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35 | __version__ = '.'.join(map(str, _ver)) | |
36 | if _version_extra: |
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36 | if _version_extra: | |
37 | __version__ = __version__ + '-' + _version_extra |
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37 | __version__ = __version__ + '-' + _version_extra | |
38 |
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38 | |||
39 | version = __version__ # backwards compatibility name |
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39 | version = __version__ # backwards compatibility name | |
40 | version_info = (_version_major, _version_minor, _version_patch, _version_extra) |
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40 | version_info = (_version_major, _version_minor, _version_patch, _version_extra) | |
41 |
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41 | |||
42 | # Change this when incrementing the kernel protocol version |
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42 | # Change this when incrementing the kernel protocol version | |
43 |
kernel_protocol_version_info = (5, |
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43 | kernel_protocol_version_info = (5, 1) | |
44 | kernel_protocol_version = "%i.%i" % kernel_protocol_version_info |
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44 | kernel_protocol_version = "%i.%i" % kernel_protocol_version_info | |
45 |
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45 | |||
46 | description = "IPython: Productive Interactive Computing" |
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46 | description = "IPython: Productive Interactive Computing" | |
47 |
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47 | |||
48 | long_description = \ |
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48 | long_description = \ | |
49 | """ |
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49 | """ | |
50 | IPython provides a rich toolkit to help you make the most out of using Python |
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50 | IPython provides a rich toolkit to help you make the most out of using Python | |
51 | interactively. Its main components are: |
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51 | interactively. Its main components are: | |
52 |
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52 | |||
53 | * Powerful interactive Python shells (terminal- and Qt-based). |
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53 | * Powerful interactive Python shells (terminal- and Qt-based). | |
54 | * A web-based interactive notebook environment with all shell features plus |
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54 | * A web-based interactive notebook environment with all shell features plus | |
55 | support for embedded figures, animations and rich media. |
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55 | support for embedded figures, animations and rich media. | |
56 | * Support for interactive data visualization and use of GUI toolkits. |
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56 | * Support for interactive data visualization and use of GUI toolkits. | |
57 | * Flexible, embeddable interpreters to load into your own projects. |
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57 | * Flexible, embeddable interpreters to load into your own projects. | |
58 | * A high-performance library for high level and interactive parallel computing |
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58 | * A high-performance library for high level and interactive parallel computing | |
59 | that works in multicore systems, clusters, supercomputing and cloud scenarios. |
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59 | that works in multicore systems, clusters, supercomputing and cloud scenarios. | |
60 |
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60 | |||
61 | The enhanced interactive Python shells have the following main features: |
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61 | The enhanced interactive Python shells have the following main features: | |
62 |
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62 | |||
63 | * Comprehensive object introspection. |
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63 | * Comprehensive object introspection. | |
64 |
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64 | |||
65 | * Input history, persistent across sessions. |
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65 | * Input history, persistent across sessions. | |
66 |
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66 | |||
67 | * Caching of output results during a session with automatically generated |
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67 | * Caching of output results during a session with automatically generated | |
68 | references. |
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68 | references. | |
69 |
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69 | |||
70 | * Extensible tab completion, with support by default for completion of python |
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70 | * Extensible tab completion, with support by default for completion of python | |
71 | variables and keywords, filenames and function keywords. |
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71 | variables and keywords, filenames and function keywords. | |
72 |
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72 | |||
73 | * Extensible system of 'magic' commands for controlling the environment and |
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73 | * Extensible system of 'magic' commands for controlling the environment and | |
74 | performing many tasks related either to IPython or the operating system. |
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74 | performing many tasks related either to IPython or the operating system. | |
75 |
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75 | |||
76 | * A rich configuration system with easy switching between different setups |
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76 | * A rich configuration system with easy switching between different setups | |
77 | (simpler than changing $PYTHONSTARTUP environment variables every time). |
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77 | (simpler than changing $PYTHONSTARTUP environment variables every time). | |
78 |
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78 | |||
79 | * Session logging and reloading. |
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79 | * Session logging and reloading. | |
80 |
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80 | |||
81 | * Extensible syntax processing for special purpose situations. |
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81 | * Extensible syntax processing for special purpose situations. | |
82 |
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82 | |||
83 | * Access to the system shell with user-extensible alias system. |
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83 | * Access to the system shell with user-extensible alias system. | |
84 |
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84 | |||
85 | * Easily embeddable in other Python programs and GUIs. |
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85 | * Easily embeddable in other Python programs and GUIs. | |
86 |
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86 | |||
87 | * Integrated access to the pdb debugger and the Python profiler. |
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87 | * Integrated access to the pdb debugger and the Python profiler. | |
88 |
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88 | |||
89 | The parallel computing architecture has the following main features: |
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89 | The parallel computing architecture has the following main features: | |
90 |
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90 | |||
91 | * Quickly parallelize Python code from an interactive Python/IPython session. |
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91 | * Quickly parallelize Python code from an interactive Python/IPython session. | |
92 |
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92 | |||
93 | * A flexible and dynamic process model that be deployed on anything from |
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93 | * A flexible and dynamic process model that be deployed on anything from | |
94 | multicore workstations to supercomputers. |
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94 | multicore workstations to supercomputers. | |
95 |
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95 | |||
96 | * An architecture that supports many different styles of parallelism, from |
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96 | * An architecture that supports many different styles of parallelism, from | |
97 | message passing to task farming. |
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97 | message passing to task farming. | |
98 |
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98 | |||
99 | * Both blocking and fully asynchronous interfaces. |
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99 | * Both blocking and fully asynchronous interfaces. | |
100 |
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100 | |||
101 | * High level APIs that enable many things to be parallelized in a few lines |
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101 | * High level APIs that enable many things to be parallelized in a few lines | |
102 | of code. |
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102 | of code. | |
103 |
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103 | |||
104 | * Share live parallel jobs with other users securely. |
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104 | * Share live parallel jobs with other users securely. | |
105 |
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105 | |||
106 | * Dynamically load balanced task farming system. |
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106 | * Dynamically load balanced task farming system. | |
107 |
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107 | |||
108 | * Robust error handling in parallel code. |
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108 | * Robust error handling in parallel code. | |
109 |
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109 | |||
110 | The latest development version is always available from IPython's `GitHub |
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110 | The latest development version is always available from IPython's `GitHub | |
111 | site <http://github.com/ipython>`_. |
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111 | site <http://github.com/ipython>`_. | |
112 | """ |
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112 | """ | |
113 |
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113 | |||
114 | license = 'BSD' |
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114 | license = 'BSD' | |
115 |
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115 | |||
116 | authors = {'Fernando' : ('Fernando Perez','fperez.net@gmail.com'), |
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116 | authors = {'Fernando' : ('Fernando Perez','fperez.net@gmail.com'), | |
117 | 'Janko' : ('Janko Hauser','jhauser@zscout.de'), |
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117 | 'Janko' : ('Janko Hauser','jhauser@zscout.de'), | |
118 | 'Nathan' : ('Nathaniel Gray','n8gray@caltech.edu'), |
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118 | 'Nathan' : ('Nathaniel Gray','n8gray@caltech.edu'), | |
119 | 'Ville' : ('Ville Vainio','vivainio@gmail.com'), |
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119 | 'Ville' : ('Ville Vainio','vivainio@gmail.com'), | |
120 | 'Brian' : ('Brian E Granger', 'ellisonbg@gmail.com'), |
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120 | 'Brian' : ('Brian E Granger', 'ellisonbg@gmail.com'), | |
121 | 'Min' : ('Min Ragan-Kelley', 'benjaminrk@gmail.com'), |
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121 | 'Min' : ('Min Ragan-Kelley', 'benjaminrk@gmail.com'), | |
122 | 'Thomas' : ('Thomas A. Kluyver', 'takowl@gmail.com'), |
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122 | 'Thomas' : ('Thomas A. Kluyver', 'takowl@gmail.com'), | |
123 | 'Jorgen' : ('Jorgen Stenarson', 'jorgen.stenarson@bostream.nu'), |
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123 | 'Jorgen' : ('Jorgen Stenarson', 'jorgen.stenarson@bostream.nu'), | |
124 | 'Matthias' : ('Matthias Bussonnier', 'bussonniermatthias@gmail.com'), |
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124 | 'Matthias' : ('Matthias Bussonnier', 'bussonniermatthias@gmail.com'), | |
125 | } |
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125 | } | |
126 |
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126 | |||
127 | author = 'The IPython Development Team' |
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127 | author = 'The IPython Development Team' | |
128 |
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128 | |||
129 | author_email = 'ipython-dev@scipy.org' |
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129 | author_email = 'ipython-dev@scipy.org' | |
130 |
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130 | |||
131 | url = 'http://ipython.org' |
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131 | url = 'http://ipython.org' | |
132 |
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132 | |||
133 | download_url = 'https://github.com/ipython/ipython/downloads' |
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133 | download_url = 'https://github.com/ipython/ipython/downloads' | |
134 |
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134 | |||
135 | platforms = ['Linux','Mac OSX','Windows XP/Vista/7/8'] |
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135 | platforms = ['Linux','Mac OSX','Windows XP/Vista/7/8'] | |
136 |
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136 | |||
137 | keywords = ['Interactive','Interpreter','Shell','Parallel','Distributed', |
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137 | keywords = ['Interactive','Interpreter','Shell','Parallel','Distributed', | |
138 | 'Web-based computing', 'Qt console', 'Embedding'] |
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138 | 'Web-based computing', 'Qt console', 'Embedding'] | |
139 |
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139 | |||
140 | classifiers = [ |
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140 | classifiers = [ | |
141 | 'Intended Audience :: Developers', |
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141 | 'Intended Audience :: Developers', | |
142 | 'Intended Audience :: Science/Research', |
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142 | 'Intended Audience :: Science/Research', | |
143 | 'License :: OSI Approved :: BSD License', |
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143 | 'License :: OSI Approved :: BSD License', | |
144 | 'Programming Language :: Python', |
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144 | 'Programming Language :: Python', | |
145 | 'Programming Language :: Python :: 2', |
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145 | 'Programming Language :: Python :: 2', | |
146 | 'Programming Language :: Python :: 2.7', |
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146 | 'Programming Language :: Python :: 2.7', | |
147 | 'Programming Language :: Python :: 3', |
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147 | 'Programming Language :: Python :: 3', | |
148 | 'Topic :: System :: Distributed Computing', |
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148 | 'Topic :: System :: Distributed Computing', | |
149 | 'Topic :: System :: Shells' |
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149 | 'Topic :: System :: Shells' | |
150 | ] |
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150 | ] |
@@ -1,1066 +1,1095 b'' | |||||
1 | .. _messaging: |
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1 | .. _messaging: | |
2 |
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2 | |||
3 | ====================== |
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3 | ====================== | |
4 | Messaging in IPython |
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4 | Messaging in IPython | |
5 | ====================== |
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5 | ====================== | |
6 |
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6 | |||
7 |
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7 | |||
8 | Versioning |
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8 | Versioning | |
9 | ========== |
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9 | ========== | |
10 |
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10 | |||
11 | The IPython message specification is versioned independently of IPython. |
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11 | The IPython message specification is versioned independently of IPython. | |
12 |
The current version of the specification is 5. |
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12 | The current version of the specification is 5.1. | |
13 |
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13 | |||
14 |
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14 | |||
15 | Introduction |
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15 | Introduction | |
16 | ============ |
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16 | ============ | |
17 |
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17 | |||
18 | This document explains the basic communications design and messaging |
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18 | This document explains the basic communications design and messaging | |
19 | specification for how the various IPython objects interact over a network |
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19 | specification for how the various IPython objects interact over a network | |
20 | transport. The current implementation uses the ZeroMQ_ library for messaging |
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20 | transport. The current implementation uses the ZeroMQ_ library for messaging | |
21 | within and between hosts. |
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21 | within and between hosts. | |
22 |
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22 | |||
23 | .. Note:: |
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23 | .. Note:: | |
24 |
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24 | |||
25 | This document should be considered the authoritative description of the |
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25 | This document should be considered the authoritative description of the | |
26 | IPython messaging protocol, and all developers are strongly encouraged to |
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26 | IPython messaging protocol, and all developers are strongly encouraged to | |
27 | keep it updated as the implementation evolves, so that we have a single |
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27 | keep it updated as the implementation evolves, so that we have a single | |
28 | common reference for all protocol details. |
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28 | common reference for all protocol details. | |
29 |
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29 | |||
30 | The basic design is explained in the following diagram: |
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30 | The basic design is explained in the following diagram: | |
31 |
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31 | |||
32 | .. image:: figs/frontend-kernel.png |
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32 | .. image:: figs/frontend-kernel.png | |
33 | :width: 450px |
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33 | :width: 450px | |
34 | :alt: IPython kernel/frontend messaging architecture. |
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34 | :alt: IPython kernel/frontend messaging architecture. | |
35 | :align: center |
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35 | :align: center | |
36 | :target: ../_images/frontend-kernel.png |
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36 | :target: ../_images/frontend-kernel.png | |
37 |
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37 | |||
38 | A single kernel can be simultaneously connected to one or more frontends. The |
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38 | A single kernel can be simultaneously connected to one or more frontends. The | |
39 | kernel has three sockets that serve the following functions: |
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39 | kernel has three sockets that serve the following functions: | |
40 |
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40 | |||
41 | 1. Shell: this single ROUTER socket allows multiple incoming connections from |
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41 | 1. Shell: this single ROUTER socket allows multiple incoming connections from | |
42 | frontends, and this is the socket where requests for code execution, object |
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42 | frontends, and this is the socket where requests for code execution, object | |
43 | information, prompts, etc. are made to the kernel by any frontend. The |
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43 | information, prompts, etc. are made to the kernel by any frontend. The | |
44 | communication on this socket is a sequence of request/reply actions from |
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44 | communication on this socket is a sequence of request/reply actions from | |
45 | each frontend and the kernel. |
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45 | each frontend and the kernel. | |
46 |
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46 | |||
47 | 2. IOPub: this socket is the 'broadcast channel' where the kernel publishes all |
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47 | 2. IOPub: this socket is the 'broadcast channel' where the kernel publishes all | |
48 | side effects (stdout, stderr, etc.) as well as the requests coming from any |
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48 | side effects (stdout, stderr, etc.) as well as the requests coming from any | |
49 | client over the shell socket and its own requests on the stdin socket. There |
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49 | client over the shell socket and its own requests on the stdin socket. There | |
50 | are a number of actions in Python which generate side effects: :func:`print` |
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50 | are a number of actions in Python which generate side effects: :func:`print` | |
51 | writes to ``sys.stdout``, errors generate tracebacks, etc. Additionally, in |
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51 | writes to ``sys.stdout``, errors generate tracebacks, etc. Additionally, in | |
52 | a multi-client scenario, we want all frontends to be able to know what each |
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52 | a multi-client scenario, we want all frontends to be able to know what each | |
53 | other has sent to the kernel (this can be useful in collaborative scenarios, |
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53 | other has sent to the kernel (this can be useful in collaborative scenarios, | |
54 | for example). This socket allows both side effects and the information |
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54 | for example). This socket allows both side effects and the information | |
55 | about communications taking place with one client over the shell channel |
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55 | about communications taking place with one client over the shell channel | |
56 | to be made available to all clients in a uniform manner. |
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56 | to be made available to all clients in a uniform manner. | |
57 |
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57 | |||
58 | 3. stdin: this ROUTER socket is connected to all frontends, and it allows |
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58 | 3. stdin: this ROUTER socket is connected to all frontends, and it allows | |
59 | the kernel to request input from the active frontend when :func:`raw_input` is called. |
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59 | the kernel to request input from the active frontend when :func:`raw_input` is called. | |
60 | The frontend that executed the code has a DEALER socket that acts as a 'virtual keyboard' |
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60 | The frontend that executed the code has a DEALER socket that acts as a 'virtual keyboard' | |
61 | for the kernel while this communication is happening (illustrated in the |
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61 | for the kernel while this communication is happening (illustrated in the | |
62 | figure by the black outline around the central keyboard). In practice, |
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62 | figure by the black outline around the central keyboard). In practice, | |
63 | frontends may display such kernel requests using a special input widget or |
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63 | frontends may display such kernel requests using a special input widget or | |
64 | otherwise indicating that the user is to type input for the kernel instead |
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64 | otherwise indicating that the user is to type input for the kernel instead | |
65 | of normal commands in the frontend. |
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65 | of normal commands in the frontend. | |
66 |
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66 | |||
67 | All messages are tagged with enough information (details below) for clients |
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67 | All messages are tagged with enough information (details below) for clients | |
68 | to know which messages come from their own interaction with the kernel and |
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68 | to know which messages come from their own interaction with the kernel and | |
69 | which ones are from other clients, so they can display each type |
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69 | which ones are from other clients, so they can display each type | |
70 | appropriately. |
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70 | appropriately. | |
71 |
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71 | |||
72 | 4. Control: This channel is identical to Shell, but operates on a separate socket, |
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72 | 4. Control: This channel is identical to Shell, but operates on a separate socket, | |
73 | to allow important messages to avoid queueing behind execution requests (e.g. shutdown or abort). |
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73 | to allow important messages to avoid queueing behind execution requests (e.g. shutdown or abort). | |
74 |
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74 | |||
75 | The actual format of the messages allowed on each of these channels is |
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75 | The actual format of the messages allowed on each of these channels is | |
76 | specified below. Messages are dicts of dicts with string keys and values that |
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76 | specified below. Messages are dicts of dicts with string keys and values that | |
77 | are reasonably representable in JSON. Our current implementation uses JSON |
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77 | are reasonably representable in JSON. Our current implementation uses JSON | |
78 | explicitly as its message format, but this shouldn't be considered a permanent |
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78 | explicitly as its message format, but this shouldn't be considered a permanent | |
79 | feature. As we've discovered that JSON has non-trivial performance issues due |
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79 | feature. As we've discovered that JSON has non-trivial performance issues due | |
80 | to excessive copying, we may in the future move to a pure pickle-based raw |
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80 | to excessive copying, we may in the future move to a pure pickle-based raw | |
81 | message format. However, it should be possible to easily convert from the raw |
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81 | message format. However, it should be possible to easily convert from the raw | |
82 | objects to JSON, since we may have non-python clients (e.g. a web frontend). |
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82 | objects to JSON, since we may have non-python clients (e.g. a web frontend). | |
83 | As long as it's easy to make a JSON version of the objects that is a faithful |
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83 | As long as it's easy to make a JSON version of the objects that is a faithful | |
84 | representation of all the data, we can communicate with such clients. |
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84 | representation of all the data, we can communicate with such clients. | |
85 |
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85 | |||
86 | .. Note:: |
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86 | .. Note:: | |
87 |
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87 | |||
88 | Not all of these have yet been fully fleshed out, but the key ones are, see |
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88 | Not all of these have yet been fully fleshed out, but the key ones are, see | |
89 | kernel and frontend files for actual implementation details. |
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89 | kernel and frontend files for actual implementation details. | |
90 |
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90 | |||
91 | General Message Format |
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91 | General Message Format | |
92 | ====================== |
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92 | ====================== | |
93 |
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93 | |||
94 | A message is defined by the following four-dictionary structure:: |
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94 | A message is defined by the following four-dictionary structure:: | |
95 |
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95 | |||
96 | { |
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96 | { | |
97 | # The message header contains a pair of unique identifiers for the |
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97 | # The message header contains a pair of unique identifiers for the | |
98 | # originating session and the actual message id, in addition to the |
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98 | # originating session and the actual message id, in addition to the | |
99 | # username for the process that generated the message. This is useful in |
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99 | # username for the process that generated the message. This is useful in | |
100 | # collaborative settings where multiple users may be interacting with the |
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100 | # collaborative settings where multiple users may be interacting with the | |
101 | # same kernel simultaneously, so that frontends can label the various |
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101 | # same kernel simultaneously, so that frontends can label the various | |
102 | # messages in a meaningful way. |
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102 | # messages in a meaningful way. | |
103 | 'header' : { |
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103 | 'header' : { | |
104 | 'msg_id' : uuid, |
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104 | 'msg_id' : uuid, | |
105 | 'username' : str, |
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105 | 'username' : str, | |
106 | 'session' : uuid, |
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106 | 'session' : uuid, | |
107 | # All recognized message type strings are listed below. |
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107 | # All recognized message type strings are listed below. | |
108 | 'msg_type' : str, |
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108 | 'msg_type' : str, | |
109 | # the message protocol version |
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109 | # the message protocol version | |
110 | 'version' : '5.0', |
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110 | 'version' : '5.0', | |
111 | }, |
|
111 | }, | |
112 |
|
112 | |||
113 | # In a chain of messages, the header from the parent is copied so that |
|
113 | # In a chain of messages, the header from the parent is copied so that | |
114 | # clients can track where messages come from. |
|
114 | # clients can track where messages come from. | |
115 | 'parent_header' : dict, |
|
115 | 'parent_header' : dict, | |
116 |
|
116 | |||
117 | # Any metadata associated with the message. |
|
117 | # Any metadata associated with the message. | |
118 | 'metadata' : dict, |
|
118 | 'metadata' : dict, | |
119 |
|
119 | |||
120 | # The actual content of the message must be a dict, whose structure |
|
120 | # The actual content of the message must be a dict, whose structure | |
121 | # depends on the message type. |
|
121 | # depends on the message type. | |
122 | 'content' : dict, |
|
122 | 'content' : dict, | |
123 | } |
|
123 | } | |
124 |
|
124 | |||
125 | .. versionchanged:: 5.0 |
|
125 | .. versionchanged:: 5.0 | |
126 |
|
126 | |||
127 | ``version`` key added to the header. |
|
127 | ``version`` key added to the header. | |
128 |
|
128 | |||
129 | .. _wire_protocol: |
|
129 | .. _wire_protocol: | |
130 |
|
130 | |||
131 | The Wire Protocol |
|
131 | The Wire Protocol | |
132 | ================= |
|
132 | ================= | |
133 |
|
133 | |||
134 |
|
134 | |||
135 | This message format exists at a high level, |
|
135 | This message format exists at a high level, | |
136 | but does not describe the actual *implementation* at the wire level in zeromq. |
|
136 | but does not describe the actual *implementation* at the wire level in zeromq. | |
137 | The canonical implementation of the message spec is our :class:`~IPython.kernel.zmq.session.Session` class. |
|
137 | The canonical implementation of the message spec is our :class:`~IPython.kernel.zmq.session.Session` class. | |
138 |
|
138 | |||
139 | .. note:: |
|
139 | .. note:: | |
140 |
|
140 | |||
141 | This section should only be relevant to non-Python consumers of the protocol. |
|
141 | This section should only be relevant to non-Python consumers of the protocol. | |
142 | Python consumers should simply import and use IPython's own implementation of the wire protocol |
|
142 | Python consumers should simply import and use IPython's own implementation of the wire protocol | |
143 | in the :class:`IPython.kernel.zmq.session.Session` object. |
|
143 | in the :class:`IPython.kernel.zmq.session.Session` object. | |
144 |
|
144 | |||
145 | Every message is serialized to a sequence of at least six blobs of bytes: |
|
145 | Every message is serialized to a sequence of at least six blobs of bytes: | |
146 |
|
146 | |||
147 | .. sourcecode:: python |
|
147 | .. sourcecode:: python | |
148 |
|
148 | |||
149 | [ |
|
149 | [ | |
150 | b'u-u-i-d', # zmq identity(ies) |
|
150 | b'u-u-i-d', # zmq identity(ies) | |
151 | b'<IDS|MSG>', # delimiter |
|
151 | b'<IDS|MSG>', # delimiter | |
152 | b'baddad42', # HMAC signature |
|
152 | b'baddad42', # HMAC signature | |
153 | b'{header}', # serialized header dict |
|
153 | b'{header}', # serialized header dict | |
154 | b'{parent_header}', # serialized parent header dict |
|
154 | b'{parent_header}', # serialized parent header dict | |
155 | b'{metadata}', # serialized metadata dict |
|
155 | b'{metadata}', # serialized metadata dict | |
156 | b'{content}, # serialized content dict |
|
156 | b'{content}, # serialized content dict | |
157 | b'blob', # extra raw data buffer(s) |
|
157 | b'blob', # extra raw data buffer(s) | |
158 | ... |
|
158 | ... | |
159 | ] |
|
159 | ] | |
160 |
|
160 | |||
161 | The front of the message is the ZeroMQ routing prefix, |
|
161 | The front of the message is the ZeroMQ routing prefix, | |
162 | which can be zero or more socket identities. |
|
162 | which can be zero or more socket identities. | |
163 | This is every piece of the message prior to the delimiter key ``<IDS|MSG>``. |
|
163 | This is every piece of the message prior to the delimiter key ``<IDS|MSG>``. | |
164 | In the case of IOPub, there should be just one prefix component, |
|
164 | In the case of IOPub, there should be just one prefix component, | |
165 | which is the topic for IOPub subscribers, e.g. ``execute_result``, ``display_data``. |
|
165 | which is the topic for IOPub subscribers, e.g. ``execute_result``, ``display_data``. | |
166 |
|
166 | |||
167 | .. note:: |
|
167 | .. note:: | |
168 |
|
168 | |||
169 | In most cases, the IOPub topics are irrelevant and completely ignored, |
|
169 | In most cases, the IOPub topics are irrelevant and completely ignored, | |
170 | because frontends just subscribe to all topics. |
|
170 | because frontends just subscribe to all topics. | |
171 | The convention used in the IPython kernel is to use the msg_type as the topic, |
|
171 | The convention used in the IPython kernel is to use the msg_type as the topic, | |
172 | and possibly extra information about the message, e.g. ``execute_result`` or ``stream.stdout`` |
|
172 | and possibly extra information about the message, e.g. ``execute_result`` or ``stream.stdout`` | |
173 |
|
173 | |||
174 | After the delimiter is the `HMAC`_ signature of the message, used for authentication. |
|
174 | After the delimiter is the `HMAC`_ signature of the message, used for authentication. | |
175 | If authentication is disabled, this should be an empty string. |
|
175 | If authentication is disabled, this should be an empty string. | |
176 | By default, the hashing function used for computing these signatures is sha256. |
|
176 | By default, the hashing function used for computing these signatures is sha256. | |
177 |
|
177 | |||
178 | .. _HMAC: http://en.wikipedia.org/wiki/HMAC |
|
178 | .. _HMAC: http://en.wikipedia.org/wiki/HMAC | |
179 |
|
179 | |||
180 | .. note:: |
|
180 | .. note:: | |
181 |
|
181 | |||
182 | To disable authentication and signature checking, |
|
182 | To disable authentication and signature checking, | |
183 | set the `key` field of a connection file to an empty string. |
|
183 | set the `key` field of a connection file to an empty string. | |
184 |
|
184 | |||
185 | The signature is the HMAC hex digest of the concatenation of: |
|
185 | The signature is the HMAC hex digest of the concatenation of: | |
186 |
|
186 | |||
187 | - A shared key (typically the ``key`` field of a connection file) |
|
187 | - A shared key (typically the ``key`` field of a connection file) | |
188 | - The serialized header dict |
|
188 | - The serialized header dict | |
189 | - The serialized parent header dict |
|
189 | - The serialized parent header dict | |
190 | - The serialized metadata dict |
|
190 | - The serialized metadata dict | |
191 | - The serialized content dict |
|
191 | - The serialized content dict | |
192 |
|
192 | |||
193 | In Python, this is implemented via: |
|
193 | In Python, this is implemented via: | |
194 |
|
194 | |||
195 | .. sourcecode:: python |
|
195 | .. sourcecode:: python | |
196 |
|
196 | |||
197 | # once: |
|
197 | # once: | |
198 | digester = HMAC(key, digestmod=hashlib.sha256) |
|
198 | digester = HMAC(key, digestmod=hashlib.sha256) | |
199 |
|
199 | |||
200 | # for each message |
|
200 | # for each message | |
201 | d = digester.copy() |
|
201 | d = digester.copy() | |
202 | for serialized_dict in (header, parent, metadata, content): |
|
202 | for serialized_dict in (header, parent, metadata, content): | |
203 | d.update(serialized_dict) |
|
203 | d.update(serialized_dict) | |
204 | signature = d.hexdigest() |
|
204 | signature = d.hexdigest() | |
205 |
|
205 | |||
206 | After the signature is the actual message, always in four frames of bytes. |
|
206 | After the signature is the actual message, always in four frames of bytes. | |
207 | The four dictionaries that compose a message are serialized separately, |
|
207 | The four dictionaries that compose a message are serialized separately, | |
208 | in the order of header, parent header, metadata, and content. |
|
208 | in the order of header, parent header, metadata, and content. | |
209 | These can be serialized by any function that turns a dict into bytes. |
|
209 | These can be serialized by any function that turns a dict into bytes. | |
210 | The default and most common serialization is JSON, but msgpack and pickle |
|
210 | The default and most common serialization is JSON, but msgpack and pickle | |
211 | are common alternatives. |
|
211 | are common alternatives. | |
212 |
|
212 | |||
213 | After the serialized dicts are zero to many raw data buffers, |
|
213 | After the serialized dicts are zero to many raw data buffers, | |
214 | which can be used by message types that support binary data (mainly apply and data_pub). |
|
214 | which can be used by message types that support binary data (mainly apply and data_pub). | |
215 |
|
215 | |||
216 |
|
216 | |||
217 | Python functional API |
|
217 | Python functional API | |
218 | ===================== |
|
218 | ===================== | |
219 |
|
219 | |||
220 | As messages are dicts, they map naturally to a ``func(**kw)`` call form. We |
|
220 | As messages are dicts, they map naturally to a ``func(**kw)`` call form. We | |
221 | should develop, at a few key points, functional forms of all the requests that |
|
221 | should develop, at a few key points, functional forms of all the requests that | |
222 | take arguments in this manner and automatically construct the necessary dict |
|
222 | take arguments in this manner and automatically construct the necessary dict | |
223 | for sending. |
|
223 | for sending. | |
224 |
|
224 | |||
225 | In addition, the Python implementation of the message specification extends |
|
225 | In addition, the Python implementation of the message specification extends | |
226 | messages upon deserialization to the following form for convenience:: |
|
226 | messages upon deserialization to the following form for convenience:: | |
227 |
|
227 | |||
228 | { |
|
228 | { | |
229 | 'header' : dict, |
|
229 | 'header' : dict, | |
230 | # The msg's unique identifier and type are always stored in the header, |
|
230 | # The msg's unique identifier and type are always stored in the header, | |
231 | # but the Python implementation copies them to the top level. |
|
231 | # but the Python implementation copies them to the top level. | |
232 | 'msg_id' : uuid, |
|
232 | 'msg_id' : uuid, | |
233 | 'msg_type' : str, |
|
233 | 'msg_type' : str, | |
234 | 'parent_header' : dict, |
|
234 | 'parent_header' : dict, | |
235 | 'content' : dict, |
|
235 | 'content' : dict, | |
236 | 'metadata' : dict, |
|
236 | 'metadata' : dict, | |
237 | } |
|
237 | } | |
238 |
|
238 | |||
239 | All messages sent to or received by any IPython process should have this |
|
239 | All messages sent to or received by any IPython process should have this | |
240 | extended structure. |
|
240 | extended structure. | |
241 |
|
241 | |||
242 |
|
242 | |||
243 | Messages on the shell ROUTER/DEALER sockets |
|
243 | Messages on the shell ROUTER/DEALER sockets | |
244 | =========================================== |
|
244 | =========================================== | |
245 |
|
245 | |||
246 | .. _execute: |
|
246 | .. _execute: | |
247 |
|
247 | |||
248 | Execute |
|
248 | Execute | |
249 | ------- |
|
249 | ------- | |
250 |
|
250 | |||
251 | This message type is used by frontends to ask the kernel to execute code on |
|
251 | This message type is used by frontends to ask the kernel to execute code on | |
252 | behalf of the user, in a namespace reserved to the user's variables (and thus |
|
252 | behalf of the user, in a namespace reserved to the user's variables (and thus | |
253 | separate from the kernel's own internal code and variables). |
|
253 | separate from the kernel's own internal code and variables). | |
254 |
|
254 | |||
255 | Message type: ``execute_request``:: |
|
255 | Message type: ``execute_request``:: | |
256 |
|
256 | |||
257 | content = { |
|
257 | content = { | |
258 | # Source code to be executed by the kernel, one or more lines. |
|
258 | # Source code to be executed by the kernel, one or more lines. | |
259 | 'code' : str, |
|
259 | 'code' : str, | |
260 |
|
260 | |||
261 | # A boolean flag which, if True, signals the kernel to execute |
|
261 | # A boolean flag which, if True, signals the kernel to execute | |
262 | # this code as quietly as possible. |
|
262 | # this code as quietly as possible. | |
263 | # silent=True forces store_history to be False, |
|
263 | # silent=True forces store_history to be False, | |
264 | # and will *not*: |
|
264 | # and will *not*: | |
265 | # - broadcast output on the IOPUB channel |
|
265 | # - broadcast output on the IOPUB channel | |
266 | # - have an execute_result |
|
266 | # - have an execute_result | |
267 | # The default is False. |
|
267 | # The default is False. | |
268 | 'silent' : bool, |
|
268 | 'silent' : bool, | |
269 |
|
269 | |||
270 | # A boolean flag which, if True, signals the kernel to populate history |
|
270 | # A boolean flag which, if True, signals the kernel to populate history | |
271 | # The default is True if silent is False. If silent is True, store_history |
|
271 | # The default is True if silent is False. If silent is True, store_history | |
272 | # is forced to be False. |
|
272 | # is forced to be False. | |
273 | 'store_history' : bool, |
|
273 | 'store_history' : bool, | |
274 |
|
274 | |||
275 | # A dict mapping names to expressions to be evaluated in the |
|
275 | # A dict mapping names to expressions to be evaluated in the | |
276 | # user's dict. The rich display-data representation of each will be evaluated after execution. |
|
276 | # user's dict. The rich display-data representation of each will be evaluated after execution. | |
277 | # See the display_data content for the structure of the representation data. |
|
277 | # See the display_data content for the structure of the representation data. | |
278 | 'user_expressions' : dict, |
|
278 | 'user_expressions' : dict, | |
279 |
|
279 | |||
280 | # Some frontends do not support stdin requests. |
|
280 | # Some frontends do not support stdin requests. | |
281 | # If raw_input is called from code executed from such a frontend, |
|
281 | # If raw_input is called from code executed from such a frontend, | |
282 | # a StdinNotImplementedError will be raised. |
|
282 | # a StdinNotImplementedError will be raised. | |
283 | 'allow_stdin' : True, |
|
283 | 'allow_stdin' : True, | |
284 | } |
|
284 | } | |
285 |
|
285 | |||
286 | .. versionchanged:: 5.0 |
|
286 | .. versionchanged:: 5.0 | |
287 |
|
287 | |||
288 | ``user_variables`` removed, because it is redundant with user_expressions. |
|
288 | ``user_variables`` removed, because it is redundant with user_expressions. | |
289 |
|
289 | |||
290 | The ``code`` field contains a single string (possibly multiline) to be executed. |
|
290 | The ``code`` field contains a single string (possibly multiline) to be executed. | |
291 |
|
291 | |||
292 | The ``user_expressions`` field deserves a detailed explanation. In the past, IPython had |
|
292 | The ``user_expressions`` field deserves a detailed explanation. In the past, IPython had | |
293 | the notion of a prompt string that allowed arbitrary code to be evaluated, and |
|
293 | the notion of a prompt string that allowed arbitrary code to be evaluated, and | |
294 | this was put to good use by many in creating prompts that displayed system |
|
294 | this was put to good use by many in creating prompts that displayed system | |
295 | status, path information, and even more esoteric uses like remote instrument |
|
295 | status, path information, and even more esoteric uses like remote instrument | |
296 | status acquired over the network. But now that IPython has a clean separation |
|
296 | status acquired over the network. But now that IPython has a clean separation | |
297 | between the kernel and the clients, the kernel has no prompt knowledge; prompts |
|
297 | between the kernel and the clients, the kernel has no prompt knowledge; prompts | |
298 | are a frontend feature, and it should be even possible for different |
|
298 | are a frontend feature, and it should be even possible for different | |
299 | frontends to display different prompts while interacting with the same kernel. |
|
299 | frontends to display different prompts while interacting with the same kernel. | |
300 | ``user_expressions`` can be used to retrieve this information. |
|
300 | ``user_expressions`` can be used to retrieve this information. | |
301 |
|
301 | |||
302 | Any error in evaluating any expression in ``user_expressions`` will result in |
|
302 | Any error in evaluating any expression in ``user_expressions`` will result in | |
303 | only that key containing a standard error message, of the form:: |
|
303 | only that key containing a standard error message, of the form:: | |
304 |
|
304 | |||
305 | { |
|
305 | { | |
306 | 'status' : 'error', |
|
306 | 'status' : 'error', | |
307 | 'ename' : 'NameError', |
|
307 | 'ename' : 'NameError', | |
308 | 'evalue' : 'foo', |
|
308 | 'evalue' : 'foo', | |
309 | 'traceback' : ... |
|
309 | 'traceback' : ... | |
310 | } |
|
310 | } | |
311 |
|
311 | |||
312 | .. Note:: |
|
312 | .. Note:: | |
313 |
|
313 | |||
314 | In order to obtain the current execution counter for the purposes of |
|
314 | In order to obtain the current execution counter for the purposes of | |
315 | displaying input prompts, frontends may make an execution request with an |
|
315 | displaying input prompts, frontends may make an execution request with an | |
316 | empty code string and ``silent=True``. |
|
316 | empty code string and ``silent=True``. | |
317 |
|
317 | |||
318 | Upon completion of the execution request, the kernel *always* sends a reply, |
|
318 | Upon completion of the execution request, the kernel *always* sends a reply, | |
319 | with a status code indicating what happened and additional data depending on |
|
319 | with a status code indicating what happened and additional data depending on | |
320 | the outcome. See :ref:`below <execution_results>` for the possible return |
|
320 | the outcome. See :ref:`below <execution_results>` for the possible return | |
321 | codes and associated data. |
|
321 | codes and associated data. | |
322 |
|
322 | |||
323 | .. seealso:: |
|
323 | .. seealso:: | |
324 |
|
324 | |||
325 | :ref:`execution_semantics` |
|
325 | :ref:`execution_semantics` | |
326 |
|
326 | |||
327 | .. _execution_counter: |
|
327 | .. _execution_counter: | |
328 |
|
328 | |||
329 | Execution counter (prompt number) |
|
329 | Execution counter (prompt number) | |
330 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
|
330 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
331 |
|
331 | |||
332 | The kernel should have a single, monotonically increasing counter of all execution |
|
332 | The kernel should have a single, monotonically increasing counter of all execution | |
333 | requests that are made with ``store_history=True``. This counter is used to populate |
|
333 | requests that are made with ``store_history=True``. This counter is used to populate | |
334 | the ``In[n]`` and ``Out[n]`` prompts. The value of this counter will be returned as the |
|
334 | the ``In[n]`` and ``Out[n]`` prompts. The value of this counter will be returned as the | |
335 | ``execution_count`` field of all ``execute_reply`` and ``execute_input`` messages. |
|
335 | ``execution_count`` field of all ``execute_reply`` and ``execute_input`` messages. | |
336 |
|
336 | |||
337 | .. _execution_results: |
|
337 | .. _execution_results: | |
338 |
|
338 | |||
339 | Execution results |
|
339 | Execution results | |
340 | ~~~~~~~~~~~~~~~~~ |
|
340 | ~~~~~~~~~~~~~~~~~ | |
341 |
|
341 | |||
342 | Message type: ``execute_reply``:: |
|
342 | Message type: ``execute_reply``:: | |
343 |
|
343 | |||
344 | content = { |
|
344 | content = { | |
345 | # One of: 'ok' OR 'error' OR 'abort' |
|
345 | # One of: 'ok' OR 'error' OR 'abort' | |
346 | 'status' : str, |
|
346 | 'status' : str, | |
347 |
|
347 | |||
348 | # The global kernel counter that increases by one with each request that |
|
348 | # The global kernel counter that increases by one with each request that | |
349 | # stores history. This will typically be used by clients to display |
|
349 | # stores history. This will typically be used by clients to display | |
350 | # prompt numbers to the user. If the request did not store history, this will |
|
350 | # prompt numbers to the user. If the request did not store history, this will | |
351 | # be the current value of the counter in the kernel. |
|
351 | # be the current value of the counter in the kernel. | |
352 | 'execution_count' : int, |
|
352 | 'execution_count' : int, | |
353 | } |
|
353 | } | |
354 |
|
354 | |||
355 | When status is 'ok', the following extra fields are present:: |
|
355 | When status is 'ok', the following extra fields are present:: | |
356 |
|
356 | |||
357 | { |
|
357 | { | |
358 | # 'payload' will be a list of payload dicts. |
|
358 | # 'payload' will be a list of payload dicts. | |
359 | # Each execution payload is a dict with string keys that may have been |
|
359 | # Each execution payload is a dict with string keys that may have been | |
360 | # produced by the code being executed. It is retrieved by the kernel at |
|
360 | # produced by the code being executed. It is retrieved by the kernel at | |
361 | # the end of the execution and sent back to the front end, which can take |
|
361 | # the end of the execution and sent back to the front end, which can take | |
362 | # action on it as needed. |
|
362 | # action on it as needed. | |
363 | # The only requirement of each payload dict is that it have a 'source' key, |
|
363 | # The only requirement of each payload dict is that it have a 'source' key, | |
364 | # which is a string classifying the payload (e.g. 'pager'). |
|
364 | # which is a string classifying the payload (e.g. 'pager'). | |
365 | 'payload' : list(dict), |
|
365 | 'payload' : list(dict), | |
366 |
|
366 | |||
367 | # Results for the user_expressions. |
|
367 | # Results for the user_expressions. | |
368 | 'user_expressions' : dict, |
|
368 | 'user_expressions' : dict, | |
369 | } |
|
369 | } | |
370 |
|
370 | |||
371 | .. versionchanged:: 5.0 |
|
371 | .. versionchanged:: 5.0 | |
372 |
|
372 | |||
373 | ``user_variables`` is removed, use user_expressions instead. |
|
373 | ``user_variables`` is removed, use user_expressions instead. | |
374 |
|
374 | |||
375 | .. admonition:: Execution payloads |
|
375 | .. admonition:: Execution payloads | |
376 |
|
376 | |||
377 | The notion of an 'execution payload' is different from a return value of a |
|
377 | The notion of an 'execution payload' is different from a return value of a | |
378 | given set of code, which normally is just displayed on the execute_result stream |
|
378 | given set of code, which normally is just displayed on the execute_result stream | |
379 | through the PUB socket. The idea of a payload is to allow special types of |
|
379 | through the PUB socket. The idea of a payload is to allow special types of | |
380 | code, typically magics, to populate a data container in the IPython kernel |
|
380 | code, typically magics, to populate a data container in the IPython kernel | |
381 | that will be shipped back to the caller via this channel. The kernel |
|
381 | that will be shipped back to the caller via this channel. The kernel | |
382 | has an API for this in the PayloadManager:: |
|
382 | has an API for this in the PayloadManager:: | |
383 |
|
383 | |||
384 | ip.payload_manager.write_payload(payload_dict) |
|
384 | ip.payload_manager.write_payload(payload_dict) | |
385 |
|
385 | |||
386 | which appends a dictionary to the list of payloads. |
|
386 | which appends a dictionary to the list of payloads. | |
387 |
|
387 | |||
388 | The payload API is not yet stabilized, |
|
388 | The payload API is not yet stabilized, | |
389 | and should probably not be supported by non-Python kernels at this time. |
|
389 | and should probably not be supported by non-Python kernels at this time. | |
390 | In such cases, the payload list should always be empty. |
|
390 | In such cases, the payload list should always be empty. | |
391 |
|
391 | |||
392 |
|
392 | |||
393 | When status is 'error', the following extra fields are present:: |
|
393 | When status is 'error', the following extra fields are present:: | |
394 |
|
394 | |||
395 | { |
|
395 | { | |
396 | 'ename' : str, # Exception name, as a string |
|
396 | 'ename' : str, # Exception name, as a string | |
397 | 'evalue' : str, # Exception value, as a string |
|
397 | 'evalue' : str, # Exception value, as a string | |
398 |
|
398 | |||
399 | # The traceback will contain a list of frames, represented each as a |
|
399 | # The traceback will contain a list of frames, represented each as a | |
400 | # string. For now we'll stick to the existing design of ultraTB, which |
|
400 | # string. For now we'll stick to the existing design of ultraTB, which | |
401 | # controls exception level of detail statefully. But eventually we'll |
|
401 | # controls exception level of detail statefully. But eventually we'll | |
402 | # want to grow into a model where more information is collected and |
|
402 | # want to grow into a model where more information is collected and | |
403 | # packed into the traceback object, with clients deciding how little or |
|
403 | # packed into the traceback object, with clients deciding how little or | |
404 | # how much of it to unpack. But for now, let's start with a simple list |
|
404 | # how much of it to unpack. But for now, let's start with a simple list | |
405 | # of strings, since that requires only minimal changes to ultratb as |
|
405 | # of strings, since that requires only minimal changes to ultratb as | |
406 | # written. |
|
406 | # written. | |
407 | 'traceback' : list, |
|
407 | 'traceback' : list, | |
408 | } |
|
408 | } | |
409 |
|
409 | |||
410 |
|
410 | |||
411 | When status is 'abort', there are for now no additional data fields. This |
|
411 | When status is 'abort', there are for now no additional data fields. This | |
412 | happens when the kernel was interrupted by a signal. |
|
412 | happens when the kernel was interrupted by a signal. | |
413 |
|
413 | |||
414 | .. _msging_inspection: |
|
414 | .. _msging_inspection: | |
415 |
|
415 | |||
416 | Introspection |
|
416 | Introspection | |
417 | ------------- |
|
417 | ------------- | |
418 |
|
418 | |||
419 | Code can be inspected to show useful information to the user. |
|
419 | Code can be inspected to show useful information to the user. | |
420 | It is up to the Kernel to decide what information should be displayed, and its formatting. |
|
420 | It is up to the Kernel to decide what information should be displayed, and its formatting. | |
421 |
|
421 | |||
422 | Message type: ``inspect_request``:: |
|
422 | Message type: ``inspect_request``:: | |
423 |
|
423 | |||
424 | content = { |
|
424 | content = { | |
425 | # The code context in which introspection is requested |
|
425 | # The code context in which introspection is requested | |
426 | # this may be up to an entire multiline cell. |
|
426 | # this may be up to an entire multiline cell. | |
427 | 'code' : str, |
|
427 | 'code' : str, | |
428 |
|
428 | |||
429 | # The cursor position within 'code' (in unicode characters) where inspection is requested |
|
429 | # The cursor position within 'code' (in unicode characters) where inspection is requested | |
430 | 'cursor_pos' : int, |
|
430 | 'cursor_pos' : int, | |
431 |
|
431 | |||
432 | # The level of detail desired. In IPython, the default (0) is equivalent to typing |
|
432 | # The level of detail desired. In IPython, the default (0) is equivalent to typing | |
433 | # 'x?' at the prompt, 1 is equivalent to 'x??'. |
|
433 | # 'x?' at the prompt, 1 is equivalent to 'x??'. | |
434 | # The difference is up to kernels, but in IPython level 1 includes the source code |
|
434 | # The difference is up to kernels, but in IPython level 1 includes the source code | |
435 | # if available. |
|
435 | # if available. | |
436 | 'detail_level' : 0 or 1, |
|
436 | 'detail_level' : 0 or 1, | |
437 | } |
|
437 | } | |
438 |
|
438 | |||
439 | .. versionchanged:: 5.0 |
|
439 | .. versionchanged:: 5.0 | |
440 |
|
440 | |||
441 | ``object_info_request`` renamed to ``inspect_request``. |
|
441 | ``object_info_request`` renamed to ``inspect_request``. | |
442 |
|
442 | |||
443 | .. versionchanged:: 5.0 |
|
443 | .. versionchanged:: 5.0 | |
444 |
|
444 | |||
445 | ``name`` key replaced with ``code`` and ``cursor_pos``, |
|
445 | ``name`` key replaced with ``code`` and ``cursor_pos``, | |
446 | moving the lexing responsibility to the kernel. |
|
446 | moving the lexing responsibility to the kernel. | |
447 |
|
447 | |||
448 | The reply is a mime-bundle, like a `display_data`_ message, |
|
448 | The reply is a mime-bundle, like a `display_data`_ message, | |
449 | which should be a formatted representation of information about the context. |
|
449 | which should be a formatted representation of information about the context. | |
450 | In the notebook, this is used to show tooltips over function calls, etc. |
|
450 | In the notebook, this is used to show tooltips over function calls, etc. | |
451 |
|
451 | |||
452 | Message type: ``inspect_reply``:: |
|
452 | Message type: ``inspect_reply``:: | |
453 |
|
453 | |||
454 | content = { |
|
454 | content = { | |
455 | # 'ok' if the request succeeded or 'error', with error information as in all other replies. |
|
455 | # 'ok' if the request succeeded or 'error', with error information as in all other replies. | |
456 | 'status' : 'ok', |
|
456 | 'status' : 'ok', | |
457 |
|
457 | |||
458 | # data can be empty if nothing is found |
|
458 | # data can be empty if nothing is found | |
459 | 'data' : dict, |
|
459 | 'data' : dict, | |
460 | 'metadata' : dict, |
|
460 | 'metadata' : dict, | |
461 | } |
|
461 | } | |
462 |
|
462 | |||
463 | .. versionchanged:: 5.0 |
|
463 | .. versionchanged:: 5.0 | |
464 |
|
464 | |||
465 | ``object_info_reply`` renamed to ``inspect_reply``. |
|
465 | ``object_info_reply`` renamed to ``inspect_reply``. | |
466 |
|
466 | |||
467 | .. versionchanged:: 5.0 |
|
467 | .. versionchanged:: 5.0 | |
468 |
|
468 | |||
469 | Reply is changed from structured data to a mime bundle, allowing formatting decisions to be made by the kernel. |
|
469 | Reply is changed from structured data to a mime bundle, allowing formatting decisions to be made by the kernel. | |
470 |
|
470 | |||
471 | .. _msging_completion: |
|
471 | .. _msging_completion: | |
472 |
|
472 | |||
473 | Completion |
|
473 | Completion | |
474 | ---------- |
|
474 | ---------- | |
475 |
|
475 | |||
476 | Message type: ``complete_request``:: |
|
476 | Message type: ``complete_request``:: | |
477 |
|
477 | |||
478 | content = { |
|
478 | content = { | |
479 | # The code context in which completion is requested |
|
479 | # The code context in which completion is requested | |
480 | # this may be up to an entire multiline cell, such as |
|
480 | # this may be up to an entire multiline cell, such as | |
481 | # 'foo = a.isal' |
|
481 | # 'foo = a.isal' | |
482 | 'code' : str, |
|
482 | 'code' : str, | |
483 |
|
483 | |||
484 | # The cursor position within 'code' (in unicode characters) where completion is requested |
|
484 | # The cursor position within 'code' (in unicode characters) where completion is requested | |
485 | 'cursor_pos' : int, |
|
485 | 'cursor_pos' : int, | |
486 | } |
|
486 | } | |
487 |
|
487 | |||
488 | .. versionchanged:: 5.0 |
|
488 | .. versionchanged:: 5.0 | |
489 |
|
489 | |||
490 | ``line``, ``block``, and ``text`` keys are removed in favor of a single ``code`` for context. |
|
490 | ``line``, ``block``, and ``text`` keys are removed in favor of a single ``code`` for context. | |
491 | Lexing is up to the kernel. |
|
491 | Lexing is up to the kernel. | |
492 |
|
492 | |||
493 |
|
493 | |||
494 | Message type: ``complete_reply``:: |
|
494 | Message type: ``complete_reply``:: | |
495 |
|
495 | |||
496 | content = { |
|
496 | content = { | |
497 | # The list of all matches to the completion request, such as |
|
497 | # The list of all matches to the completion request, such as | |
498 | # ['a.isalnum', 'a.isalpha'] for the above example. |
|
498 | # ['a.isalnum', 'a.isalpha'] for the above example. | |
499 | 'matches' : list, |
|
499 | 'matches' : list, | |
500 |
|
500 | |||
501 | # The range of text that should be replaced by the above matches when a completion is accepted. |
|
501 | # The range of text that should be replaced by the above matches when a completion is accepted. | |
502 | # typically cursor_end is the same as cursor_pos in the request. |
|
502 | # typically cursor_end is the same as cursor_pos in the request. | |
503 | 'cursor_start' : int, |
|
503 | 'cursor_start' : int, | |
504 | 'cursor_end' : int, |
|
504 | 'cursor_end' : int, | |
505 |
|
505 | |||
506 | # Information that frontend plugins might use for extra display information about completions. |
|
506 | # Information that frontend plugins might use for extra display information about completions. | |
507 | 'metadata' : dict, |
|
507 | 'metadata' : dict, | |
508 |
|
508 | |||
509 | # status should be 'ok' unless an exception was raised during the request, |
|
509 | # status should be 'ok' unless an exception was raised during the request, | |
510 | # in which case it should be 'error', along with the usual error message content |
|
510 | # in which case it should be 'error', along with the usual error message content | |
511 | # in other messages. |
|
511 | # in other messages. | |
512 | 'status' : 'ok' |
|
512 | 'status' : 'ok' | |
513 | } |
|
513 | } | |
514 |
|
514 | |||
515 | .. versionchanged:: 5.0 |
|
515 | .. versionchanged:: 5.0 | |
516 |
|
516 | |||
517 | - ``matched_text`` is removed in favor of ``cursor_start`` and ``cursor_end``. |
|
517 | - ``matched_text`` is removed in favor of ``cursor_start`` and ``cursor_end``. | |
518 | - ``metadata`` is added for extended information. |
|
518 | - ``metadata`` is added for extended information. | |
519 |
|
519 | |||
520 | .. _msging_history: |
|
520 | .. _msging_history: | |
521 |
|
521 | |||
522 | History |
|
522 | History | |
523 | ------- |
|
523 | ------- | |
524 |
|
524 | |||
525 | For clients to explicitly request history from a kernel. The kernel has all |
|
525 | For clients to explicitly request history from a kernel. The kernel has all | |
526 | the actual execution history stored in a single location, so clients can |
|
526 | the actual execution history stored in a single location, so clients can | |
527 | request it from the kernel when needed. |
|
527 | request it from the kernel when needed. | |
528 |
|
528 | |||
529 | Message type: ``history_request``:: |
|
529 | Message type: ``history_request``:: | |
530 |
|
530 | |||
531 | content = { |
|
531 | content = { | |
532 |
|
532 | |||
533 | # If True, also return output history in the resulting dict. |
|
533 | # If True, also return output history in the resulting dict. | |
534 | 'output' : bool, |
|
534 | 'output' : bool, | |
535 |
|
535 | |||
536 | # If True, return the raw input history, else the transformed input. |
|
536 | # If True, return the raw input history, else the transformed input. | |
537 | 'raw' : bool, |
|
537 | 'raw' : bool, | |
538 |
|
538 | |||
539 | # So far, this can be 'range', 'tail' or 'search'. |
|
539 | # So far, this can be 'range', 'tail' or 'search'. | |
540 | 'hist_access_type' : str, |
|
540 | 'hist_access_type' : str, | |
541 |
|
541 | |||
542 | # If hist_access_type is 'range', get a range of input cells. session can |
|
542 | # If hist_access_type is 'range', get a range of input cells. session can | |
543 | # be a positive session number, or a negative number to count back from |
|
543 | # be a positive session number, or a negative number to count back from | |
544 | # the current session. |
|
544 | # the current session. | |
545 | 'session' : int, |
|
545 | 'session' : int, | |
546 | # start and stop are line numbers within that session. |
|
546 | # start and stop are line numbers within that session. | |
547 | 'start' : int, |
|
547 | 'start' : int, | |
548 | 'stop' : int, |
|
548 | 'stop' : int, | |
549 |
|
549 | |||
550 | # If hist_access_type is 'tail' or 'search', get the last n cells. |
|
550 | # If hist_access_type is 'tail' or 'search', get the last n cells. | |
551 | 'n' : int, |
|
551 | 'n' : int, | |
552 |
|
552 | |||
553 | # If hist_access_type is 'search', get cells matching the specified glob |
|
553 | # If hist_access_type is 'search', get cells matching the specified glob | |
554 | # pattern (with * and ? as wildcards). |
|
554 | # pattern (with * and ? as wildcards). | |
555 | 'pattern' : str, |
|
555 | 'pattern' : str, | |
556 |
|
556 | |||
557 | # If hist_access_type is 'search' and unique is true, do not |
|
557 | # If hist_access_type is 'search' and unique is true, do not | |
558 | # include duplicated history. Default is false. |
|
558 | # include duplicated history. Default is false. | |
559 | 'unique' : bool, |
|
559 | 'unique' : bool, | |
560 |
|
560 | |||
561 | } |
|
561 | } | |
562 |
|
562 | |||
563 | .. versionadded:: 4.0 |
|
563 | .. versionadded:: 4.0 | |
564 | The key ``unique`` for ``history_request``. |
|
564 | The key ``unique`` for ``history_request``. | |
565 |
|
565 | |||
566 | Message type: ``history_reply``:: |
|
566 | Message type: ``history_reply``:: | |
567 |
|
567 | |||
568 | content = { |
|
568 | content = { | |
569 | # A list of 3 tuples, either: |
|
569 | # A list of 3 tuples, either: | |
570 | # (session, line_number, input) or |
|
570 | # (session, line_number, input) or | |
571 | # (session, line_number, (input, output)), |
|
571 | # (session, line_number, (input, output)), | |
572 | # depending on whether output was False or True, respectively. |
|
572 | # depending on whether output was False or True, respectively. | |
573 | 'history' : list, |
|
573 | 'history' : list, | |
574 | } |
|
574 | } | |
575 |
|
575 | |||
|
576 | .. _msging_is_complete: | |||
|
577 | ||||
|
578 | Code completeness | |||
|
579 | ----------------- | |||
|
580 | ||||
|
581 | .. versionadded:: 5.1 | |||
|
582 | ||||
|
583 | When the user enters a line in a console style interface, the console must | |||
|
584 | decide whether to immediately execute the current code, or whether to show a | |||
|
585 | continuation prompt for further input. For instance, in Python ``a = 5`` would | |||
|
586 | be executed immediately, while ``for i in range(5):`` would expect further input. | |||
|
587 | ||||
|
588 | Frontends may have ways to override this, forcing the code to be sent for | |||
|
589 | execution or forcing a continuation prompt. If the kernel does not reply promptly, | |||
|
590 | the frontend will probably default to sending the code to be executed. | |||
|
591 | ||||
|
592 | Message type: ``is_complete_request``:: | |||
|
593 | ||||
|
594 | content = { | |||
|
595 | # The code entered so far as a multiline string | |||
|
596 | 'code' : str, | |||
|
597 | } | |||
|
598 | ||||
|
599 | Message type: ``complete_reply``:: | |||
|
600 | ||||
|
601 | content = { | |||
|
602 | # True if the code is ready to execute, False if not | |||
|
603 | 'complete' : bool, | |||
|
604 | } | |||
576 |
|
605 | |||
577 | Connect |
|
606 | Connect | |
578 | ------- |
|
607 | ------- | |
579 |
|
608 | |||
580 | When a client connects to the request/reply socket of the kernel, it can issue |
|
609 | When a client connects to the request/reply socket of the kernel, it can issue | |
581 | a connect request to get basic information about the kernel, such as the ports |
|
610 | a connect request to get basic information about the kernel, such as the ports | |
582 | the other ZeroMQ sockets are listening on. This allows clients to only have |
|
611 | the other ZeroMQ sockets are listening on. This allows clients to only have | |
583 | to know about a single port (the shell channel) to connect to a kernel. |
|
612 | to know about a single port (the shell channel) to connect to a kernel. | |
584 |
|
613 | |||
585 | Message type: ``connect_request``:: |
|
614 | Message type: ``connect_request``:: | |
586 |
|
615 | |||
587 | content = { |
|
616 | content = { | |
588 | } |
|
617 | } | |
589 |
|
618 | |||
590 | Message type: ``connect_reply``:: |
|
619 | Message type: ``connect_reply``:: | |
591 |
|
620 | |||
592 | content = { |
|
621 | content = { | |
593 | 'shell_port' : int, # The port the shell ROUTER socket is listening on. |
|
622 | 'shell_port' : int, # The port the shell ROUTER socket is listening on. | |
594 | 'iopub_port' : int, # The port the PUB socket is listening on. |
|
623 | 'iopub_port' : int, # The port the PUB socket is listening on. | |
595 | 'stdin_port' : int, # The port the stdin ROUTER socket is listening on. |
|
624 | 'stdin_port' : int, # The port the stdin ROUTER socket is listening on. | |
596 | 'hb_port' : int, # The port the heartbeat socket is listening on. |
|
625 | 'hb_port' : int, # The port the heartbeat socket is listening on. | |
597 | } |
|
626 | } | |
598 |
|
627 | |||
599 | .. _msging_kernel_info: |
|
628 | .. _msging_kernel_info: | |
600 |
|
629 | |||
601 | Kernel info |
|
630 | Kernel info | |
602 | ----------- |
|
631 | ----------- | |
603 |
|
632 | |||
604 | If a client needs to know information about the kernel, it can |
|
633 | If a client needs to know information about the kernel, it can | |
605 | make a request of the kernel's information. |
|
634 | make a request of the kernel's information. | |
606 | This message can be used to fetch core information of the |
|
635 | This message can be used to fetch core information of the | |
607 | kernel, including language (e.g., Python), language version number and |
|
636 | kernel, including language (e.g., Python), language version number and | |
608 | IPython version number, and the IPython message spec version number. |
|
637 | IPython version number, and the IPython message spec version number. | |
609 |
|
638 | |||
610 | Message type: ``kernel_info_request``:: |
|
639 | Message type: ``kernel_info_request``:: | |
611 |
|
640 | |||
612 | content = { |
|
641 | content = { | |
613 | } |
|
642 | } | |
614 |
|
643 | |||
615 | Message type: ``kernel_info_reply``:: |
|
644 | Message type: ``kernel_info_reply``:: | |
616 |
|
645 | |||
617 | content = { |
|
646 | content = { | |
618 | # Version of messaging protocol. |
|
647 | # Version of messaging protocol. | |
619 | # The first integer indicates major version. It is incremented when |
|
648 | # The first integer indicates major version. It is incremented when | |
620 | # there is any backward incompatible change. |
|
649 | # there is any backward incompatible change. | |
621 | # The second integer indicates minor version. It is incremented when |
|
650 | # The second integer indicates minor version. It is incremented when | |
622 | # there is any backward compatible change. |
|
651 | # there is any backward compatible change. | |
623 | 'protocol_version': 'X.Y.Z', |
|
652 | 'protocol_version': 'X.Y.Z', | |
624 |
|
653 | |||
625 | # The kernel implementation name |
|
654 | # The kernel implementation name | |
626 | # (e.g. 'ipython' for the IPython kernel) |
|
655 | # (e.g. 'ipython' for the IPython kernel) | |
627 | 'implementation': str, |
|
656 | 'implementation': str, | |
628 |
|
657 | |||
629 | # Implementation version number. |
|
658 | # Implementation version number. | |
630 | # The version number of the kernel's implementation |
|
659 | # The version number of the kernel's implementation | |
631 | # (e.g. IPython.__version__ for the IPython kernel) |
|
660 | # (e.g. IPython.__version__ for the IPython kernel) | |
632 | 'implementation_version': 'X.Y.Z', |
|
661 | 'implementation_version': 'X.Y.Z', | |
633 |
|
662 | |||
634 | # Programming language in which kernel is implemented. |
|
663 | # Programming language in which kernel is implemented. | |
635 | # Kernel included in IPython returns 'python'. |
|
664 | # Kernel included in IPython returns 'python'. | |
636 | 'language': str, |
|
665 | 'language': str, | |
637 |
|
666 | |||
638 | # Language version number. |
|
667 | # Language version number. | |
639 | # It is Python version number (e.g., '2.7.3') for the kernel |
|
668 | # It is Python version number (e.g., '2.7.3') for the kernel | |
640 | # included in IPython. |
|
669 | # included in IPython. | |
641 | 'language_version': 'X.Y.Z', |
|
670 | 'language_version': 'X.Y.Z', | |
642 |
|
671 | |||
643 | # A banner of information about the kernel, |
|
672 | # A banner of information about the kernel, | |
644 | # which may be desplayed in console environments. |
|
673 | # which may be desplayed in console environments. | |
645 | 'banner' : str, |
|
674 | 'banner' : str, | |
646 | } |
|
675 | } | |
647 |
|
676 | |||
648 | .. versionchanged:: 5.0 |
|
677 | .. versionchanged:: 5.0 | |
649 |
|
678 | |||
650 | Versions changed from lists of integers to strings. |
|
679 | Versions changed from lists of integers to strings. | |
651 |
|
680 | |||
652 | .. versionchanged:: 5.0 |
|
681 | .. versionchanged:: 5.0 | |
653 |
|
682 | |||
654 | ``ipython_version`` is removed. |
|
683 | ``ipython_version`` is removed. | |
655 |
|
684 | |||
656 | .. versionchanged:: 5.0 |
|
685 | .. versionchanged:: 5.0 | |
657 |
|
686 | |||
658 | ``implementation``, ``implementation_version``, and ``banner`` keys are added. |
|
687 | ``implementation``, ``implementation_version``, and ``banner`` keys are added. | |
659 |
|
688 | |||
660 | .. _msging_shutdown: |
|
689 | .. _msging_shutdown: | |
661 |
|
690 | |||
662 | Kernel shutdown |
|
691 | Kernel shutdown | |
663 | --------------- |
|
692 | --------------- | |
664 |
|
693 | |||
665 | The clients can request the kernel to shut itself down; this is used in |
|
694 | The clients can request the kernel to shut itself down; this is used in | |
666 | multiple cases: |
|
695 | multiple cases: | |
667 |
|
696 | |||
668 | - when the user chooses to close the client application via a menu or window |
|
697 | - when the user chooses to close the client application via a menu or window | |
669 | control. |
|
698 | control. | |
670 | - when the user types 'exit' or 'quit' (or their uppercase magic equivalents). |
|
699 | - when the user types 'exit' or 'quit' (or their uppercase magic equivalents). | |
671 | - when the user chooses a GUI method (like the 'Ctrl-C' shortcut in the |
|
700 | - when the user chooses a GUI method (like the 'Ctrl-C' shortcut in the | |
672 | IPythonQt client) to force a kernel restart to get a clean kernel without |
|
701 | IPythonQt client) to force a kernel restart to get a clean kernel without | |
673 | losing client-side state like history or inlined figures. |
|
702 | losing client-side state like history or inlined figures. | |
674 |
|
703 | |||
675 | The client sends a shutdown request to the kernel, and once it receives the |
|
704 | The client sends a shutdown request to the kernel, and once it receives the | |
676 | reply message (which is otherwise empty), it can assume that the kernel has |
|
705 | reply message (which is otherwise empty), it can assume that the kernel has | |
677 | completed shutdown safely. |
|
706 | completed shutdown safely. | |
678 |
|
707 | |||
679 | Upon their own shutdown, client applications will typically execute a last |
|
708 | Upon their own shutdown, client applications will typically execute a last | |
680 | minute sanity check and forcefully terminate any kernel that is still alive, to |
|
709 | minute sanity check and forcefully terminate any kernel that is still alive, to | |
681 | avoid leaving stray processes in the user's machine. |
|
710 | avoid leaving stray processes in the user's machine. | |
682 |
|
711 | |||
683 | Message type: ``shutdown_request``:: |
|
712 | Message type: ``shutdown_request``:: | |
684 |
|
713 | |||
685 | content = { |
|
714 | content = { | |
686 | 'restart' : bool # whether the shutdown is final, or precedes a restart |
|
715 | 'restart' : bool # whether the shutdown is final, or precedes a restart | |
687 | } |
|
716 | } | |
688 |
|
717 | |||
689 | Message type: ``shutdown_reply``:: |
|
718 | Message type: ``shutdown_reply``:: | |
690 |
|
719 | |||
691 | content = { |
|
720 | content = { | |
692 | 'restart' : bool # whether the shutdown is final, or precedes a restart |
|
721 | 'restart' : bool # whether the shutdown is final, or precedes a restart | |
693 | } |
|
722 | } | |
694 |
|
723 | |||
695 | .. Note:: |
|
724 | .. Note:: | |
696 |
|
725 | |||
697 | When the clients detect a dead kernel thanks to inactivity on the heartbeat |
|
726 | When the clients detect a dead kernel thanks to inactivity on the heartbeat | |
698 | socket, they simply send a forceful process termination signal, since a dead |
|
727 | socket, they simply send a forceful process termination signal, since a dead | |
699 | process is unlikely to respond in any useful way to messages. |
|
728 | process is unlikely to respond in any useful way to messages. | |
700 |
|
729 | |||
701 |
|
730 | |||
702 | Messages on the PUB/SUB socket |
|
731 | Messages on the PUB/SUB socket | |
703 | ============================== |
|
732 | ============================== | |
704 |
|
733 | |||
705 | Streams (stdout, stderr, etc) |
|
734 | Streams (stdout, stderr, etc) | |
706 | ------------------------------ |
|
735 | ------------------------------ | |
707 |
|
736 | |||
708 | Message type: ``stream``:: |
|
737 | Message type: ``stream``:: | |
709 |
|
738 | |||
710 | content = { |
|
739 | content = { | |
711 | # The name of the stream is one of 'stdout', 'stderr' |
|
740 | # The name of the stream is one of 'stdout', 'stderr' | |
712 | 'name' : str, |
|
741 | 'name' : str, | |
713 |
|
742 | |||
714 | # The data is an arbitrary string to be written to that stream |
|
743 | # The data is an arbitrary string to be written to that stream | |
715 | 'data' : str, |
|
744 | 'data' : str, | |
716 | } |
|
745 | } | |
717 |
|
746 | |||
718 | Display Data |
|
747 | Display Data | |
719 | ------------ |
|
748 | ------------ | |
720 |
|
749 | |||
721 | This type of message is used to bring back data that should be displayed (text, |
|
750 | This type of message is used to bring back data that should be displayed (text, | |
722 | html, svg, etc.) in the frontends. This data is published to all frontends. |
|
751 | html, svg, etc.) in the frontends. This data is published to all frontends. | |
723 | Each message can have multiple representations of the data; it is up to the |
|
752 | Each message can have multiple representations of the data; it is up to the | |
724 | frontend to decide which to use and how. A single message should contain all |
|
753 | frontend to decide which to use and how. A single message should contain all | |
725 | possible representations of the same information. Each representation should |
|
754 | possible representations of the same information. Each representation should | |
726 | be a JSON'able data structure, and should be a valid MIME type. |
|
755 | be a JSON'able data structure, and should be a valid MIME type. | |
727 |
|
756 | |||
728 | Some questions remain about this design: |
|
757 | Some questions remain about this design: | |
729 |
|
758 | |||
730 | * Do we use this message type for execute_result/displayhook? Probably not, because |
|
759 | * Do we use this message type for execute_result/displayhook? Probably not, because | |
731 | the displayhook also has to handle the Out prompt display. On the other hand |
|
760 | the displayhook also has to handle the Out prompt display. On the other hand | |
732 | we could put that information into the metadata section. |
|
761 | we could put that information into the metadata section. | |
733 |
|
762 | |||
734 | .. _display_data: |
|
763 | .. _display_data: | |
735 |
|
764 | |||
736 | Message type: ``display_data``:: |
|
765 | Message type: ``display_data``:: | |
737 |
|
766 | |||
738 | content = { |
|
767 | content = { | |
739 |
|
768 | |||
740 | # Who create the data |
|
769 | # Who create the data | |
741 | 'source' : str, |
|
770 | 'source' : str, | |
742 |
|
771 | |||
743 | # The data dict contains key/value pairs, where the keys are MIME |
|
772 | # The data dict contains key/value pairs, where the keys are MIME | |
744 | # types and the values are the raw data of the representation in that |
|
773 | # types and the values are the raw data of the representation in that | |
745 | # format. |
|
774 | # format. | |
746 | 'data' : dict, |
|
775 | 'data' : dict, | |
747 |
|
776 | |||
748 | # Any metadata that describes the data |
|
777 | # Any metadata that describes the data | |
749 | 'metadata' : dict |
|
778 | 'metadata' : dict | |
750 | } |
|
779 | } | |
751 |
|
780 | |||
752 |
|
781 | |||
753 | The ``metadata`` contains any metadata that describes the output. |
|
782 | The ``metadata`` contains any metadata that describes the output. | |
754 | Global keys are assumed to apply to the output as a whole. |
|
783 | Global keys are assumed to apply to the output as a whole. | |
755 | The ``metadata`` dict can also contain mime-type keys, which will be sub-dictionaries, |
|
784 | The ``metadata`` dict can also contain mime-type keys, which will be sub-dictionaries, | |
756 | which are interpreted as applying only to output of that type. |
|
785 | which are interpreted as applying only to output of that type. | |
757 | Third parties should put any data they write into a single dict |
|
786 | Third parties should put any data they write into a single dict | |
758 | with a reasonably unique name to avoid conflicts. |
|
787 | with a reasonably unique name to avoid conflicts. | |
759 |
|
788 | |||
760 | The only metadata keys currently defined in IPython are the width and height |
|
789 | The only metadata keys currently defined in IPython are the width and height | |
761 | of images:: |
|
790 | of images:: | |
762 |
|
791 | |||
763 | metadata = { |
|
792 | metadata = { | |
764 | 'image/png' : { |
|
793 | 'image/png' : { | |
765 | 'width': 640, |
|
794 | 'width': 640, | |
766 | 'height': 480 |
|
795 | 'height': 480 | |
767 | } |
|
796 | } | |
768 | } |
|
797 | } | |
769 |
|
798 | |||
770 |
|
799 | |||
771 | .. versionchanged:: 5.0 |
|
800 | .. versionchanged:: 5.0 | |
772 |
|
801 | |||
773 | `application/json` data should be unpacked JSON data, |
|
802 | `application/json` data should be unpacked JSON data, | |
774 | not double-serialized as a JSON string. |
|
803 | not double-serialized as a JSON string. | |
775 |
|
804 | |||
776 |
|
805 | |||
777 | Raw Data Publication |
|
806 | Raw Data Publication | |
778 | -------------------- |
|
807 | -------------------- | |
779 |
|
808 | |||
780 | ``display_data`` lets you publish *representations* of data, such as images and html. |
|
809 | ``display_data`` lets you publish *representations* of data, such as images and html. | |
781 | This ``data_pub`` message lets you publish *actual raw data*, sent via message buffers. |
|
810 | This ``data_pub`` message lets you publish *actual raw data*, sent via message buffers. | |
782 |
|
811 | |||
783 | data_pub messages are constructed via the :func:`IPython.lib.datapub.publish_data` function: |
|
812 | data_pub messages are constructed via the :func:`IPython.lib.datapub.publish_data` function: | |
784 |
|
813 | |||
785 | .. sourcecode:: python |
|
814 | .. sourcecode:: python | |
786 |
|
815 | |||
787 | from IPython.kernel.zmq.datapub import publish_data |
|
816 | from IPython.kernel.zmq.datapub import publish_data | |
788 | ns = dict(x=my_array) |
|
817 | ns = dict(x=my_array) | |
789 | publish_data(ns) |
|
818 | publish_data(ns) | |
790 |
|
819 | |||
791 |
|
820 | |||
792 | Message type: ``data_pub``:: |
|
821 | Message type: ``data_pub``:: | |
793 |
|
822 | |||
794 | content = { |
|
823 | content = { | |
795 | # the keys of the data dict, after it has been unserialized |
|
824 | # the keys of the data dict, after it has been unserialized | |
796 | 'keys' : ['a', 'b'] |
|
825 | 'keys' : ['a', 'b'] | |
797 | } |
|
826 | } | |
798 | # the namespace dict will be serialized in the message buffers, |
|
827 | # the namespace dict will be serialized in the message buffers, | |
799 | # which will have a length of at least one |
|
828 | # which will have a length of at least one | |
800 | buffers = [b'pdict', ...] |
|
829 | buffers = [b'pdict', ...] | |
801 |
|
830 | |||
802 |
|
831 | |||
803 | The interpretation of a sequence of data_pub messages for a given parent request should be |
|
832 | The interpretation of a sequence of data_pub messages for a given parent request should be | |
804 | to update a single namespace with subsequent results. |
|
833 | to update a single namespace with subsequent results. | |
805 |
|
834 | |||
806 | .. note:: |
|
835 | .. note:: | |
807 |
|
836 | |||
808 | No frontends directly handle data_pub messages at this time. |
|
837 | No frontends directly handle data_pub messages at this time. | |
809 | It is currently only used by the client/engines in :mod:`IPython.parallel`, |
|
838 | It is currently only used by the client/engines in :mod:`IPython.parallel`, | |
810 | where engines may publish *data* to the Client, |
|
839 | where engines may publish *data* to the Client, | |
811 | of which the Client can then publish *representations* via ``display_data`` |
|
840 | of which the Client can then publish *representations* via ``display_data`` | |
812 | to various frontends. |
|
841 | to various frontends. | |
813 |
|
842 | |||
814 | Code inputs |
|
843 | Code inputs | |
815 | ----------- |
|
844 | ----------- | |
816 |
|
845 | |||
817 | To let all frontends know what code is being executed at any given time, these |
|
846 | To let all frontends know what code is being executed at any given time, these | |
818 | messages contain a re-broadcast of the ``code`` portion of an |
|
847 | messages contain a re-broadcast of the ``code`` portion of an | |
819 | :ref:`execute_request <execute>`, along with the :ref:`execution_count |
|
848 | :ref:`execute_request <execute>`, along with the :ref:`execution_count | |
820 | <execution_counter>`. |
|
849 | <execution_counter>`. | |
821 |
|
850 | |||
822 | Message type: ``execute_input``:: |
|
851 | Message type: ``execute_input``:: | |
823 |
|
852 | |||
824 | content = { |
|
853 | content = { | |
825 | 'code' : str, # Source code to be executed, one or more lines |
|
854 | 'code' : str, # Source code to be executed, one or more lines | |
826 |
|
855 | |||
827 | # The counter for this execution is also provided so that clients can |
|
856 | # The counter for this execution is also provided so that clients can | |
828 | # display it, since IPython automatically creates variables called _iN |
|
857 | # display it, since IPython automatically creates variables called _iN | |
829 | # (for input prompt In[N]). |
|
858 | # (for input prompt In[N]). | |
830 | 'execution_count' : int |
|
859 | 'execution_count' : int | |
831 | } |
|
860 | } | |
832 |
|
861 | |||
833 | .. versionchanged:: 5.0 |
|
862 | .. versionchanged:: 5.0 | |
834 |
|
863 | |||
835 | ``pyin`` is renamed to ``execute_input``. |
|
864 | ``pyin`` is renamed to ``execute_input``. | |
836 |
|
865 | |||
837 |
|
866 | |||
838 | Execution results |
|
867 | Execution results | |
839 | ----------------- |
|
868 | ----------------- | |
840 |
|
869 | |||
841 | Results of an execution are published as an ``execute_result``. |
|
870 | Results of an execution are published as an ``execute_result``. | |
842 | These are identical to `display_data`_ messages, with the addition of an ``execution_count`` key. |
|
871 | These are identical to `display_data`_ messages, with the addition of an ``execution_count`` key. | |
843 |
|
872 | |||
844 | Results can have multiple simultaneous formats depending on its |
|
873 | Results can have multiple simultaneous formats depending on its | |
845 | configuration. A plain text representation should always be provided |
|
874 | configuration. A plain text representation should always be provided | |
846 | in the ``text/plain`` mime-type. Frontends are free to display any or all of these |
|
875 | in the ``text/plain`` mime-type. Frontends are free to display any or all of these | |
847 | according to its capabilities. |
|
876 | according to its capabilities. | |
848 | Frontends should ignore mime-types they do not understand. The data itself is |
|
877 | Frontends should ignore mime-types they do not understand. The data itself is | |
849 | any JSON object and depends on the format. It is often, but not always a string. |
|
878 | any JSON object and depends on the format. It is often, but not always a string. | |
850 |
|
879 | |||
851 | Message type: ``execute_result``:: |
|
880 | Message type: ``execute_result``:: | |
852 |
|
881 | |||
853 | content = { |
|
882 | content = { | |
854 |
|
883 | |||
855 | # The counter for this execution is also provided so that clients can |
|
884 | # The counter for this execution is also provided so that clients can | |
856 | # display it, since IPython automatically creates variables called _N |
|
885 | # display it, since IPython automatically creates variables called _N | |
857 | # (for prompt N). |
|
886 | # (for prompt N). | |
858 | 'execution_count' : int, |
|
887 | 'execution_count' : int, | |
859 |
|
888 | |||
860 | # data and metadata are identical to a display_data message. |
|
889 | # data and metadata are identical to a display_data message. | |
861 | # the object being displayed is that passed to the display hook, |
|
890 | # the object being displayed is that passed to the display hook, | |
862 | # i.e. the *result* of the execution. |
|
891 | # i.e. the *result* of the execution. | |
863 | 'data' : dict, |
|
892 | 'data' : dict, | |
864 | 'metadata' : dict, |
|
893 | 'metadata' : dict, | |
865 | } |
|
894 | } | |
866 |
|
895 | |||
867 | Execution errors |
|
896 | Execution errors | |
868 | ---------------- |
|
897 | ---------------- | |
869 |
|
898 | |||
870 | When an error occurs during code execution |
|
899 | When an error occurs during code execution | |
871 |
|
900 | |||
872 | Message type: ``error``:: |
|
901 | Message type: ``error``:: | |
873 |
|
902 | |||
874 | content = { |
|
903 | content = { | |
875 | # Similar content to the execute_reply messages for the 'error' case, |
|
904 | # Similar content to the execute_reply messages for the 'error' case, | |
876 | # except the 'status' field is omitted. |
|
905 | # except the 'status' field is omitted. | |
877 | } |
|
906 | } | |
878 |
|
907 | |||
879 | .. versionchanged:: 5.0 |
|
908 | .. versionchanged:: 5.0 | |
880 |
|
909 | |||
881 | ``pyerr`` renamed to ``error`` |
|
910 | ``pyerr`` renamed to ``error`` | |
882 |
|
911 | |||
883 | Kernel status |
|
912 | Kernel status | |
884 | ------------- |
|
913 | ------------- | |
885 |
|
914 | |||
886 | This message type is used by frontends to monitor the status of the kernel. |
|
915 | This message type is used by frontends to monitor the status of the kernel. | |
887 |
|
916 | |||
888 | Message type: ``status``:: |
|
917 | Message type: ``status``:: | |
889 |
|
918 | |||
890 | content = { |
|
919 | content = { | |
891 | # When the kernel starts to handle a message, it will enter the 'busy' |
|
920 | # When the kernel starts to handle a message, it will enter the 'busy' | |
892 | # state and when it finishes, it will enter the 'idle' state. |
|
921 | # state and when it finishes, it will enter the 'idle' state. | |
893 | # The kernel will publish state 'starting' exactly once at process startup. |
|
922 | # The kernel will publish state 'starting' exactly once at process startup. | |
894 | execution_state : ('busy', 'idle', 'starting') |
|
923 | execution_state : ('busy', 'idle', 'starting') | |
895 | } |
|
924 | } | |
896 |
|
925 | |||
897 | .. versionchanged:: 5.0 |
|
926 | .. versionchanged:: 5.0 | |
898 |
|
927 | |||
899 | Busy and idle messages should be sent before/after handling every message, |
|
928 | Busy and idle messages should be sent before/after handling every message, | |
900 | not just execution. |
|
929 | not just execution. | |
901 |
|
930 | |||
902 | Clear output |
|
931 | Clear output | |
903 | ------------ |
|
932 | ------------ | |
904 |
|
933 | |||
905 | This message type is used to clear the output that is visible on the frontend. |
|
934 | This message type is used to clear the output that is visible on the frontend. | |
906 |
|
935 | |||
907 | Message type: ``clear_output``:: |
|
936 | Message type: ``clear_output``:: | |
908 |
|
937 | |||
909 | content = { |
|
938 | content = { | |
910 |
|
939 | |||
911 | # Wait to clear the output until new output is available. Clears the |
|
940 | # Wait to clear the output until new output is available. Clears the | |
912 | # existing output immediately before the new output is displayed. |
|
941 | # existing output immediately before the new output is displayed. | |
913 | # Useful for creating simple animations with minimal flickering. |
|
942 | # Useful for creating simple animations with minimal flickering. | |
914 | 'wait' : bool, |
|
943 | 'wait' : bool, | |
915 | } |
|
944 | } | |
916 |
|
945 | |||
917 | .. versionchanged:: 4.1 |
|
946 | .. versionchanged:: 4.1 | |
918 |
|
947 | |||
919 | ``stdout``, ``stderr``, and ``display`` boolean keys for selective clearing are removed, |
|
948 | ``stdout``, ``stderr``, and ``display`` boolean keys for selective clearing are removed, | |
920 | and ``wait`` is added. |
|
949 | and ``wait`` is added. | |
921 | The selective clearing keys are ignored in v4 and the default behavior remains the same, |
|
950 | The selective clearing keys are ignored in v4 and the default behavior remains the same, | |
922 | so v4 clear_output messages will be safely handled by a v4.1 frontend. |
|
951 | so v4 clear_output messages will be safely handled by a v4.1 frontend. | |
923 |
|
952 | |||
924 |
|
953 | |||
925 | Messages on the stdin ROUTER/DEALER sockets |
|
954 | Messages on the stdin ROUTER/DEALER sockets | |
926 | =========================================== |
|
955 | =========================================== | |
927 |
|
956 | |||
928 | This is a socket where the request/reply pattern goes in the opposite direction: |
|
957 | This is a socket where the request/reply pattern goes in the opposite direction: | |
929 | from the kernel to a *single* frontend, and its purpose is to allow |
|
958 | from the kernel to a *single* frontend, and its purpose is to allow | |
930 | ``raw_input`` and similar operations that read from ``sys.stdin`` on the kernel |
|
959 | ``raw_input`` and similar operations that read from ``sys.stdin`` on the kernel | |
931 | to be fulfilled by the client. The request should be made to the frontend that |
|
960 | to be fulfilled by the client. The request should be made to the frontend that | |
932 | made the execution request that prompted ``raw_input`` to be called. For now we |
|
961 | made the execution request that prompted ``raw_input`` to be called. For now we | |
933 | will keep these messages as simple as possible, since they only mean to convey |
|
962 | will keep these messages as simple as possible, since they only mean to convey | |
934 | the ``raw_input(prompt)`` call. |
|
963 | the ``raw_input(prompt)`` call. | |
935 |
|
964 | |||
936 | Message type: ``input_request``:: |
|
965 | Message type: ``input_request``:: | |
937 |
|
966 | |||
938 | content = { |
|
967 | content = { | |
939 | # the text to show at the prompt |
|
968 | # the text to show at the prompt | |
940 | 'prompt' : str, |
|
969 | 'prompt' : str, | |
941 | # Is the request for a password? |
|
970 | # Is the request for a password? | |
942 | # If so, the frontend shouldn't echo input. |
|
971 | # If so, the frontend shouldn't echo input. | |
943 | 'password' : bool |
|
972 | 'password' : bool | |
944 | } |
|
973 | } | |
945 |
|
974 | |||
946 | Message type: ``input_reply``:: |
|
975 | Message type: ``input_reply``:: | |
947 |
|
976 | |||
948 | content = { 'value' : str } |
|
977 | content = { 'value' : str } | |
949 |
|
978 | |||
950 |
|
979 | |||
951 | When ``password`` is True, the frontend should not echo the input as it is entered. |
|
980 | When ``password`` is True, the frontend should not echo the input as it is entered. | |
952 |
|
981 | |||
953 | .. versionchanged:: 5.0 |
|
982 | .. versionchanged:: 5.0 | |
954 |
|
983 | |||
955 | ``password`` key added. |
|
984 | ``password`` key added. | |
956 |
|
985 | |||
957 | .. note:: |
|
986 | .. note:: | |
958 |
|
987 | |||
959 | The stdin socket of the client is required to have the same zmq IDENTITY |
|
988 | The stdin socket of the client is required to have the same zmq IDENTITY | |
960 | as the client's shell socket. |
|
989 | as the client's shell socket. | |
961 | Because of this, the ``input_request`` must be sent with the same IDENTITY |
|
990 | Because of this, the ``input_request`` must be sent with the same IDENTITY | |
962 | routing prefix as the ``execute_reply`` in order for the frontend to receive |
|
991 | routing prefix as the ``execute_reply`` in order for the frontend to receive | |
963 | the message. |
|
992 | the message. | |
964 |
|
993 | |||
965 | .. note:: |
|
994 | .. note:: | |
966 |
|
995 | |||
967 | We do not explicitly try to forward the raw ``sys.stdin`` object, because in |
|
996 | We do not explicitly try to forward the raw ``sys.stdin`` object, because in | |
968 | practice the kernel should behave like an interactive program. When a |
|
997 | practice the kernel should behave like an interactive program. When a | |
969 | program is opened on the console, the keyboard effectively takes over the |
|
998 | program is opened on the console, the keyboard effectively takes over the | |
970 | ``stdin`` file descriptor, and it can't be used for raw reading anymore. |
|
999 | ``stdin`` file descriptor, and it can't be used for raw reading anymore. | |
971 | Since the IPython kernel effectively behaves like a console program (albeit |
|
1000 | Since the IPython kernel effectively behaves like a console program (albeit | |
972 | one whose "keyboard" is actually living in a separate process and |
|
1001 | one whose "keyboard" is actually living in a separate process and | |
973 | transported over the zmq connection), raw ``stdin`` isn't expected to be |
|
1002 | transported over the zmq connection), raw ``stdin`` isn't expected to be | |
974 | available. |
|
1003 | available. | |
975 |
|
1004 | |||
976 | .. _kernel_heartbeat: |
|
1005 | .. _kernel_heartbeat: | |
977 |
|
1006 | |||
978 | Heartbeat for kernels |
|
1007 | Heartbeat for kernels | |
979 | ===================== |
|
1008 | ===================== | |
980 |
|
1009 | |||
981 | Clients send ping messages on a REQ socket, which are echoed right back |
|
1010 | Clients send ping messages on a REQ socket, which are echoed right back | |
982 | from the Kernel's REP socket. These are simple bytestrings, not full JSON messages described above. |
|
1011 | from the Kernel's REP socket. These are simple bytestrings, not full JSON messages described above. | |
983 |
|
1012 | |||
984 |
|
1013 | |||
985 | Custom Messages |
|
1014 | Custom Messages | |
986 | =============== |
|
1015 | =============== | |
987 |
|
1016 | |||
988 | .. versionadded:: 4.1 |
|
1017 | .. versionadded:: 4.1 | |
989 |
|
1018 | |||
990 | IPython 2.0 (msgspec v4.1) adds a messaging system for developers to add their own objects with Frontend |
|
1019 | IPython 2.0 (msgspec v4.1) adds a messaging system for developers to add their own objects with Frontend | |
991 | and Kernel-side components, and allow them to communicate with each other. |
|
1020 | and Kernel-side components, and allow them to communicate with each other. | |
992 | To do this, IPython adds a notion of a ``Comm``, which exists on both sides, |
|
1021 | To do this, IPython adds a notion of a ``Comm``, which exists on both sides, | |
993 | and can communicate in either direction. |
|
1022 | and can communicate in either direction. | |
994 |
|
1023 | |||
995 | These messages are fully symmetrical - both the Kernel and the Frontend can send each message, |
|
1024 | These messages are fully symmetrical - both the Kernel and the Frontend can send each message, | |
996 | and no messages expect a reply. |
|
1025 | and no messages expect a reply. | |
997 | The Kernel listens for these messages on the Shell channel, |
|
1026 | The Kernel listens for these messages on the Shell channel, | |
998 | and the Frontend listens for them on the IOPub channel. |
|
1027 | and the Frontend listens for them on the IOPub channel. | |
999 |
|
1028 | |||
1000 | Opening a Comm |
|
1029 | Opening a Comm | |
1001 | -------------- |
|
1030 | -------------- | |
1002 |
|
1031 | |||
1003 | Opening a Comm produces a ``comm_open`` message, to be sent to the other side:: |
|
1032 | Opening a Comm produces a ``comm_open`` message, to be sent to the other side:: | |
1004 |
|
1033 | |||
1005 | { |
|
1034 | { | |
1006 | 'comm_id' : 'u-u-i-d', |
|
1035 | 'comm_id' : 'u-u-i-d', | |
1007 | 'target_name' : 'my_comm', |
|
1036 | 'target_name' : 'my_comm', | |
1008 | 'data' : {} |
|
1037 | 'data' : {} | |
1009 | } |
|
1038 | } | |
1010 |
|
1039 | |||
1011 | Every Comm has an ID and a target name. |
|
1040 | Every Comm has an ID and a target name. | |
1012 | The code handling the message on the receiving side is responsible for maintaining a mapping |
|
1041 | The code handling the message on the receiving side is responsible for maintaining a mapping | |
1013 | of target_name keys to constructors. |
|
1042 | of target_name keys to constructors. | |
1014 | After a ``comm_open`` message has been sent, |
|
1043 | After a ``comm_open`` message has been sent, | |
1015 | there should be a corresponding Comm instance on both sides. |
|
1044 | there should be a corresponding Comm instance on both sides. | |
1016 | The ``data`` key is always a dict and can be any extra JSON information used in initialization of the comm. |
|
1045 | The ``data`` key is always a dict and can be any extra JSON information used in initialization of the comm. | |
1017 |
|
1046 | |||
1018 | If the ``target_name`` key is not found on the receiving side, |
|
1047 | If the ``target_name`` key is not found on the receiving side, | |
1019 | then it should immediately reply with a ``comm_close`` message to avoid an inconsistent state. |
|
1048 | then it should immediately reply with a ``comm_close`` message to avoid an inconsistent state. | |
1020 |
|
1049 | |||
1021 | Comm Messages |
|
1050 | Comm Messages | |
1022 | ------------- |
|
1051 | ------------- | |
1023 |
|
1052 | |||
1024 | Comm messages are one-way communications to update comm state, |
|
1053 | Comm messages are one-way communications to update comm state, | |
1025 | used for synchronizing widget state, or simply requesting actions of a comm's counterpart. |
|
1054 | used for synchronizing widget state, or simply requesting actions of a comm's counterpart. | |
1026 |
|
1055 | |||
1027 | Essentially, each comm pair defines their own message specification implemented inside the ``data`` dict. |
|
1056 | Essentially, each comm pair defines their own message specification implemented inside the ``data`` dict. | |
1028 |
|
1057 | |||
1029 | There are no expected replies (of course, one side can send another ``comm_msg`` in reply). |
|
1058 | There are no expected replies (of course, one side can send another ``comm_msg`` in reply). | |
1030 |
|
1059 | |||
1031 | Message type: ``comm_msg``:: |
|
1060 | Message type: ``comm_msg``:: | |
1032 |
|
1061 | |||
1033 | { |
|
1062 | { | |
1034 | 'comm_id' : 'u-u-i-d', |
|
1063 | 'comm_id' : 'u-u-i-d', | |
1035 | 'data' : {} |
|
1064 | 'data' : {} | |
1036 | } |
|
1065 | } | |
1037 |
|
1066 | |||
1038 | Tearing Down Comms |
|
1067 | Tearing Down Comms | |
1039 | ------------------ |
|
1068 | ------------------ | |
1040 |
|
1069 | |||
1041 | Since comms live on both sides, when a comm is destroyed the other side must be notified. |
|
1070 | Since comms live on both sides, when a comm is destroyed the other side must be notified. | |
1042 | This is done with a ``comm_close`` message. |
|
1071 | This is done with a ``comm_close`` message. | |
1043 |
|
1072 | |||
1044 | Message type: ``comm_close``:: |
|
1073 | Message type: ``comm_close``:: | |
1045 |
|
1074 | |||
1046 | { |
|
1075 | { | |
1047 | 'comm_id' : 'u-u-i-d', |
|
1076 | 'comm_id' : 'u-u-i-d', | |
1048 | 'data' : {} |
|
1077 | 'data' : {} | |
1049 | } |
|
1078 | } | |
1050 |
|
1079 | |||
1051 | Output Side Effects |
|
1080 | Output Side Effects | |
1052 | ------------------- |
|
1081 | ------------------- | |
1053 |
|
1082 | |||
1054 | Since comm messages can execute arbitrary user code, |
|
1083 | Since comm messages can execute arbitrary user code, | |
1055 | handlers should set the parent header and publish status busy / idle, |
|
1084 | handlers should set the parent header and publish status busy / idle, | |
1056 | just like an execute request. |
|
1085 | just like an execute request. | |
1057 |
|
1086 | |||
1058 |
|
1087 | |||
1059 | To Do |
|
1088 | To Do | |
1060 | ===== |
|
1089 | ===== | |
1061 |
|
1090 | |||
1062 | Missing things include: |
|
1091 | Missing things include: | |
1063 |
|
1092 | |||
1064 | * Important: finish thinking through the payload concept and API. |
|
1093 | * Important: finish thinking through the payload concept and API. | |
1065 |
|
1094 | |||
1066 | .. include:: ../links.txt |
|
1095 | .. include:: ../links.txt |
@@ -1,153 +1,164 b'' | |||||
1 | Making simple Python wrapper kernels |
|
1 | Making simple Python wrapper kernels | |
2 | ==================================== |
|
2 | ==================================== | |
3 |
|
3 | |||
4 | .. versionadded:: 3.0 |
|
4 | .. versionadded:: 3.0 | |
5 |
|
5 | |||
6 | You can now re-use the kernel machinery in IPython to easily make new kernels. |
|
6 | You can now re-use the kernel machinery in IPython to easily make new kernels. | |
7 | This is useful for languages that have Python bindings, such as `Octave |
|
7 | This is useful for languages that have Python bindings, such as `Octave | |
8 | <http://www.gnu.org/software/octave/>`_ (via |
|
8 | <http://www.gnu.org/software/octave/>`_ (via | |
9 | `Oct2Py <http://blink1073.github.io/oct2py/docs/index.html>`_), or languages |
|
9 | `Oct2Py <http://blink1073.github.io/oct2py/docs/index.html>`_), or languages | |
10 | where the REPL can be controlled in a tty using `pexpect <http://pexpect.readthedocs.org/en/latest/>`_, |
|
10 | where the REPL can be controlled in a tty using `pexpect <http://pexpect.readthedocs.org/en/latest/>`_, | |
11 | such as bash. |
|
11 | such as bash. | |
12 |
|
12 | |||
13 | .. seealso:: |
|
13 | .. seealso:: | |
14 |
|
14 | |||
15 | `bash_kernel <https://github.com/takluyver/bash_kernel>`_ |
|
15 | `bash_kernel <https://github.com/takluyver/bash_kernel>`_ | |
16 | A simple kernel for bash, written using this machinery |
|
16 | A simple kernel for bash, written using this machinery | |
17 |
|
17 | |||
18 | Required steps |
|
18 | Required steps | |
19 | -------------- |
|
19 | -------------- | |
20 |
|
20 | |||
21 | Subclass :class:`IPython.kernel.zmq.kernelbase.Kernel`, and implement the |
|
21 | Subclass :class:`IPython.kernel.zmq.kernelbase.Kernel`, and implement the | |
22 | following methods and attributes: |
|
22 | following methods and attributes: | |
23 |
|
23 | |||
24 | .. class:: MyKernel |
|
24 | .. class:: MyKernel | |
25 |
|
25 | |||
26 | .. attribute:: implementation |
|
26 | .. attribute:: implementation | |
27 | implementation_version |
|
27 | implementation_version | |
28 | language |
|
28 | language | |
29 | language_version |
|
29 | language_version | |
30 | banner |
|
30 | banner | |
31 |
|
31 | |||
32 | Information for :ref:`msging_kernel_info` replies. 'Implementation' refers |
|
32 | Information for :ref:`msging_kernel_info` replies. 'Implementation' refers | |
33 | to the kernel (e.g. IPython), and 'language' refers to the language it |
|
33 | to the kernel (e.g. IPython), and 'language' refers to the language it | |
34 | interprets (e.g. Python). The 'banner' is displayed to the user in console |
|
34 | interprets (e.g. Python). The 'banner' is displayed to the user in console | |
35 | UIs before the first prompt. All of these values are strings. |
|
35 | UIs before the first prompt. All of these values are strings. | |
36 |
|
36 | |||
37 | .. method:: do_execute(code, silent, store_history=True, user_expressions=None, allow_stdin=False) |
|
37 | .. method:: do_execute(code, silent, store_history=True, user_expressions=None, allow_stdin=False) | |
38 |
|
38 | |||
39 | Execute user code. |
|
39 | Execute user code. | |
40 |
|
40 | |||
41 | :param str code: The code to be executed. |
|
41 | :param str code: The code to be executed. | |
42 | :param bool silent: Whether to display output. |
|
42 | :param bool silent: Whether to display output. | |
43 | :param bool store_history: Whether to record this code in history and |
|
43 | :param bool store_history: Whether to record this code in history and | |
44 | increase the execution count. If silent is True, this is implicitly |
|
44 | increase the execution count. If silent is True, this is implicitly | |
45 | False. |
|
45 | False. | |
46 | :param dict user_expressions: Mapping of names to expressions to evaluate |
|
46 | :param dict user_expressions: Mapping of names to expressions to evaluate | |
47 | after the code has run. You can ignore this if you need to. |
|
47 | after the code has run. You can ignore this if you need to. | |
48 | :param bool allow_stdin: Whether the frontend can provide input on request |
|
48 | :param bool allow_stdin: Whether the frontend can provide input on request | |
49 | (e.g. for Python's :func:`raw_input`). |
|
49 | (e.g. for Python's :func:`raw_input`). | |
50 |
|
50 | |||
51 | Your method should return a dict containing the fields described in |
|
51 | Your method should return a dict containing the fields described in | |
52 | :ref:`execution_results`. To display output, it can send messages |
|
52 | :ref:`execution_results`. To display output, it can send messages | |
53 | using :meth:`~IPython.kernel.zmq.kernelbase.Kernel.send_response`. |
|
53 | using :meth:`~IPython.kernel.zmq.kernelbase.Kernel.send_response`. | |
54 | See :doc:`messaging` for details of the different message types. |
|
54 | See :doc:`messaging` for details of the different message types. | |
55 |
|
55 | |||
56 | To launch your kernel, add this at the end of your module:: |
|
56 | To launch your kernel, add this at the end of your module:: | |
57 |
|
57 | |||
58 | if __name__ == '__main__': |
|
58 | if __name__ == '__main__': | |
59 | from IPython.kernel.zmq.kernelapp import IPKernelApp |
|
59 | from IPython.kernel.zmq.kernelapp import IPKernelApp | |
60 | IPKernelApp.launch_instance(kernel_class=MyKernel) |
|
60 | IPKernelApp.launch_instance(kernel_class=MyKernel) | |
61 |
|
61 | |||
62 | Example |
|
62 | Example | |
63 | ------- |
|
63 | ------- | |
64 |
|
64 | |||
65 | ``echokernel.py`` will simply echo any input it's given to stdout:: |
|
65 | ``echokernel.py`` will simply echo any input it's given to stdout:: | |
66 |
|
66 | |||
67 | from IPython.kernel.zmq.kernelbase import Kernel |
|
67 | from IPython.kernel.zmq.kernelbase import Kernel | |
68 |
|
68 | |||
69 | class EchoKernel(Kernel): |
|
69 | class EchoKernel(Kernel): | |
70 | implementation = 'Echo' |
|
70 | implementation = 'Echo' | |
71 | implementation_version = '1.0' |
|
71 | implementation_version = '1.0' | |
72 | language = 'no-op' |
|
72 | language = 'no-op' | |
73 | language_version = '0.1' |
|
73 | language_version = '0.1' | |
74 | banner = "Echo kernel - as useful as a parrot" |
|
74 | banner = "Echo kernel - as useful as a parrot" | |
75 |
|
75 | |||
76 | def do_execute(self, code, silent, store_history=True, user_expressions=None, |
|
76 | def do_execute(self, code, silent, store_history=True, user_expressions=None, | |
77 | allow_stdin=False): |
|
77 | allow_stdin=False): | |
78 | if not silent: |
|
78 | if not silent: | |
79 | stream_content = {'name': 'stdout', 'data':code} |
|
79 | stream_content = {'name': 'stdout', 'data':code} | |
80 | self.send_response(self.iopub_socket, 'stream', stream_content) |
|
80 | self.send_response(self.iopub_socket, 'stream', stream_content) | |
81 |
|
81 | |||
82 | return {'status': 'ok', |
|
82 | return {'status': 'ok', | |
83 | # The base class increments the execution count |
|
83 | # The base class increments the execution count | |
84 | 'execution_count': self.execution_count, |
|
84 | 'execution_count': self.execution_count, | |
85 | 'payload': [], |
|
85 | 'payload': [], | |
86 | 'user_expressions': {}, |
|
86 | 'user_expressions': {}, | |
87 | } |
|
87 | } | |
88 |
|
88 | |||
89 | if __name__ == '__main__': |
|
89 | if __name__ == '__main__': | |
90 | from IPython.kernel.zmq.kernelapp import IPKernelApp |
|
90 | from IPython.kernel.zmq.kernelapp import IPKernelApp | |
91 | IPKernelApp.launch_instance(kernel_class=EchoKernel) |
|
91 | IPKernelApp.launch_instance(kernel_class=EchoKernel) | |
92 |
|
92 | |||
93 | Here's the Kernel spec ``kernel.json`` file for this:: |
|
93 | Here's the Kernel spec ``kernel.json`` file for this:: | |
94 |
|
94 | |||
95 | {"argv":["python","-m","echokernel", "-f", "{connection_file}"], |
|
95 | {"argv":["python","-m","echokernel", "-f", "{connection_file}"], | |
96 | "display_name":"Echo", |
|
96 | "display_name":"Echo", | |
97 | "language":"no-op" |
|
97 | "language":"no-op" | |
98 | } |
|
98 | } | |
99 |
|
99 | |||
100 |
|
100 | |||
101 | Optional steps |
|
101 | Optional steps | |
102 | -------------- |
|
102 | -------------- | |
103 |
|
103 | |||
104 | You can override a number of other methods to improve the functionality of your |
|
104 | You can override a number of other methods to improve the functionality of your | |
105 | kernel. All of these methods should return a dictionary as described in the |
|
105 | kernel. All of these methods should return a dictionary as described in the | |
106 | relevant section of the :doc:`messaging spec <messaging>`. |
|
106 | relevant section of the :doc:`messaging spec <messaging>`. | |
107 |
|
107 | |||
108 | .. class:: MyKernel |
|
108 | .. class:: MyKernel | |
109 |
|
109 | |||
110 | .. method:: do_complete(code, cusor_pos) |
|
110 | .. method:: do_complete(code, cusor_pos) | |
111 |
|
111 | |||
112 | Code completion |
|
112 | Code completion | |
113 |
|
113 | |||
114 | :param str code: The code already present |
|
114 | :param str code: The code already present | |
115 | :param int cursor_pos: The position in the code where completion is requested |
|
115 | :param int cursor_pos: The position in the code where completion is requested | |
116 |
|
116 | |||
117 | .. seealso:: |
|
117 | .. seealso:: | |
118 |
|
118 | |||
119 | :ref:`msging_completion` messages |
|
119 | :ref:`msging_completion` messages | |
120 |
|
120 | |||
121 | .. method:: do_inspect(code, cusor_pos, detail_level=0) |
|
121 | .. method:: do_inspect(code, cusor_pos, detail_level=0) | |
122 |
|
122 | |||
123 | Object introspection |
|
123 | Object introspection | |
124 |
|
124 | |||
125 | :param str code: The code |
|
125 | :param str code: The code | |
126 | :param int cursor_pos: The position in the code where introspection is requested |
|
126 | :param int cursor_pos: The position in the code where introspection is requested | |
127 | :param int detail_level: 0 or 1 for more or less detail. In IPython, 1 gets |
|
127 | :param int detail_level: 0 or 1 for more or less detail. In IPython, 1 gets | |
128 | the source code. |
|
128 | the source code. | |
129 |
|
129 | |||
130 | .. seealso:: |
|
130 | .. seealso:: | |
131 |
|
131 | |||
132 | :ref:`msging_inspection` messages |
|
132 | :ref:`msging_inspection` messages | |
133 |
|
133 | |||
134 | .. method:: do_history(hist_access_type, output, raw, session=None, start=None, stop=None, n=None, pattern=None, unique=False) |
|
134 | .. method:: do_history(hist_access_type, output, raw, session=None, start=None, stop=None, n=None, pattern=None, unique=False) | |
135 |
|
135 | |||
136 | History access. Only the relevant parameters for the type of history |
|
136 | History access. Only the relevant parameters for the type of history | |
137 | request concerned will be passed, so your method definition must have defaults |
|
137 | request concerned will be passed, so your method definition must have defaults | |
138 | for all the arguments shown with defaults here. |
|
138 | for all the arguments shown with defaults here. | |
139 |
|
139 | |||
140 | .. seealso:: |
|
140 | .. seealso:: | |
141 |
|
141 | |||
142 | :ref:`msging_history` messages |
|
142 | :ref:`msging_history` messages | |
143 |
|
143 | |||
|
144 | .. method:: do_is_complete(code) | |||
|
145 | ||||
|
146 | Is code entered in a console-like interface complete and ready to execute, | |||
|
147 | or should a continuation prompt be shown? | |||
|
148 | ||||
|
149 | :param str code: The code entered so far - possibly multiple lines | |||
|
150 | ||||
|
151 | .. seealso:: | |||
|
152 | ||||
|
153 | :ref:`msging_is_complete` messages | |||
|
154 | ||||
144 | .. method:: do_shutdown(restart) |
|
155 | .. method:: do_shutdown(restart) | |
145 |
|
156 | |||
146 | Shutdown the kernel. You only need to handle your own clean up - the kernel |
|
157 | Shutdown the kernel. You only need to handle your own clean up - the kernel | |
147 | machinery will take care of cleaning up its own things before stopping. |
|
158 | machinery will take care of cleaning up its own things before stopping. | |
148 |
|
159 | |||
149 | :param bool restart: Whether the kernel will be started again afterwards |
|
160 | :param bool restart: Whether the kernel will be started again afterwards | |
150 |
|
161 | |||
151 | .. seealso:: |
|
162 | .. seealso:: | |
152 |
|
163 | |||
153 | :ref:`msging_shutdown` messages |
|
164 | :ref:`msging_shutdown` messages |
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