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1 | { |
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1 | { | |
2 | "metadata": { |
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2 | "metadata": { | |
3 | "name": "Frontend-Kernel Model" |
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3 | "name": "Frontend-Kernel Model" | |
4 | }, |
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4 | }, | |
5 | "nbformat": 3, |
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5 | "nbformat": 3, | |
6 | "nbformat_minor": 0, |
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6 | "nbformat_minor": 0, | |
7 | "worksheets": [ |
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7 | "worksheets": [ | |
8 | { |
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8 | { | |
9 | "cells": [ |
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9 | "cells": [ | |
10 | { |
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10 | { | |
11 | "cell_type": "heading", |
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11 | "cell_type": "heading", | |
12 | "level": 1, |
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12 | "level": 1, | |
13 | "metadata": {}, |
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13 | "metadata": {}, | |
14 | "source": [ |
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14 | "source": [ | |
15 | "The Frontend/Kernel Model" |
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15 | "The Frontend/Kernel Model" | |
16 | ] |
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16 | ] | |
17 | }, |
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17 | }, | |
18 | { |
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18 | { | |
19 | "cell_type": "markdown", |
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19 | "cell_type": "markdown", | |
20 | "metadata": {}, |
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20 | "metadata": {}, | |
21 | "source": [ |
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21 | "source": [ | |
22 | "The traditional IPython (`ipython`) consists of a single process that combines a terminal based UI with the process that runs the users code.\n", |
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22 | "The traditional IPython (`ipython`) consists of a single process that combines a terminal based UI with the process that runs the users code.\n", | |
23 | "\n", |
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23 | "\n", | |
24 | "While this traditional application still exists, the modern IPython consists of two processes:\n", |
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24 | "While this traditional application still exists, the modern IPython consists of two processes:\n", | |
25 | "\n", |
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25 | "\n", | |
26 | "* Kernel: this is the process that runs the users code.\n", |
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26 | "* Kernel: this is the process that runs the users code.\n", | |
27 | "* Frontend: this is the process that provides the user interface where the user types code and sees results.\n", |
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27 | "* Frontend: this is the process that provides the user interface where the user types code and sees results.\n", | |
28 | "\n", |
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28 | "\n", | |
29 | "IPython currently has 3 frontends:\n", |
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29 | "IPython currently has 3 frontends:\n", | |
30 | "\n", |
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30 | "\n", | |
31 | "* Terminal Console (`ipython console`)\n", |
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31 | "* Terminal Console (`ipython console`)\n", | |
32 | "* Qt Console (`ipython qtconsole`)\n", |
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32 | "* Qt Console (`ipython qtconsole`)\n", | |
33 | "* Notebook (`ipython notebook`)\n", |
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33 | "* Notebook (`ipython notebook`)\n", | |
34 | "\n", |
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34 | "\n", | |
35 | "The Kernel and Frontend communicate over a ZeroMQ/JSON based messaging protocol, which allows multiple Frontends (even of different types) to communicate with a single Kernel. This opens the door for all sorts of interesting things, such as connecting a Console or Qt Console to a Notebook's Kernel. For example, you may want to connect a Qt console to your Notebook's Kernel and use it as a help\n", |
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35 | "The Kernel and Frontend communicate over a ZeroMQ/JSON based messaging protocol, which allows multiple Frontends (even of different types) to communicate with a single Kernel. This opens the door for all sorts of interesting things, such as connecting a Console or Qt Console to a Notebook's Kernel. For example, you may want to connect a Qt console to your Notebook's Kernel and use it as a help\n", | |
36 | "browser, calling `??` on objects in the Qt console (whose pager is more flexible than the\n", |
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36 | "browser, calling `??` on objects in the Qt console (whose pager is more flexible than the\n", | |
37 | "one in the notebook). \n", |
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37 | "one in the notebook). \n", | |
38 | "\n", |
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38 | "\n", | |
39 | "This Notebook describes how you would connect another Frontend to a Kernel that is associated with a Notebook." |
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39 | "This Notebook describes how you would connect another Frontend to a Kernel that is associated with a Notebook." | |
40 | ] |
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40 | ] | |
41 | }, |
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41 | }, | |
42 | { |
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42 | { | |
43 | "cell_type": "heading", |
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43 | "cell_type": "heading", | |
44 | "level": 2, |
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44 | "level": 2, | |
45 | "metadata": {}, |
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45 | "metadata": {}, | |
46 | "source": [ |
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46 | "source": [ | |
47 | "Manual connection" |
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47 | "Manual connection" | |
48 | ] |
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48 | ] | |
49 | }, |
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49 | }, | |
50 | { |
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50 | { | |
51 | "cell_type": "markdown", |
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51 | "cell_type": "markdown", | |
52 | "metadata": {}, |
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52 | "metadata": {}, | |
53 | "source": [ |
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53 | "source": [ | |
54 | "To connect another Frontend to a Kernel manually, you first need to find out the connection information for the Kernel using the `%connect_info` magic:" |
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54 | "To connect another Frontend to a Kernel manually, you first need to find out the connection information for the Kernel using the `%connect_info` magic:" | |
55 | ] |
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55 | ] | |
56 | }, |
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56 | }, | |
57 | { |
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57 | { | |
58 | "cell_type": "code", |
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58 | "cell_type": "code", | |
59 | "collapsed": false, |
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59 | "collapsed": false, | |
60 | "input": [ |
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60 | "input": [ | |
61 | "%connect_info" |
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61 | "%connect_info" | |
62 | ], |
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62 | ], | |
63 | "language": "python", |
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63 | "language": "python", | |
64 | "metadata": {}, |
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64 | "metadata": {}, | |
65 | "outputs": [ |
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65 | "outputs": [ | |
66 | { |
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66 | { | |
67 | "output_type": "stream", |
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67 | "output_type": "stream", | |
68 | "stream": "stdout", |
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68 | "stream": "stdout", | |
69 | "text": [ |
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69 | "text": [ | |
70 | "{\n", |
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70 | "{\n", | |
71 | " \"stdin_port\": 52858, \n", |
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71 | " \"stdin_port\": 52858, \n", | |
72 | " \"ip\": \"127.0.0.1\", \n", |
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72 | " \"ip\": \"127.0.0.1\", \n", | |
73 | " \"hb_port\": 52859, \n", |
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73 | " \"hb_port\": 52859, \n", | |
74 | " \"key\": \"7efd45ca-d8a2-41b0-9cea-d9116d0fb883\", \n", |
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74 | " \"key\": \"7efd45ca-d8a2-41b0-9cea-d9116d0fb883\", \n", | |
75 | " \"shell_port\": 52856, \n", |
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75 | " \"shell_port\": 52856, \n", | |
76 | " \"iopub_port\": 52857\n", |
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76 | " \"iopub_port\": 52857\n", | |
77 | "}\n", |
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77 | "}\n", | |
78 | "\n", |
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78 | "\n", | |
79 | "Paste the above JSON into a file, and connect with:\n", |
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79 | "Paste the above JSON into a file, and connect with:\n", | |
80 | " $> ipython <app> --existing <file>\n", |
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80 | " $> ipython <app> --existing <file>\n", | |
81 | "or, if you are local, you can connect with just:\n", |
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81 | "or, if you are local, you can connect with just:\n", | |
82 | " $> ipython <app> --existing kernel-b3bac7c1-8b2c-4536-8082-8d1df24f99ac.json \n", |
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82 | " $> ipython <app> --existing kernel-b3bac7c1-8b2c-4536-8082-8d1df24f99ac.json \n", | |
83 | "or even just:\n", |
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83 | "or even just:\n", | |
84 | " $> ipython <app> --existing \n", |
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84 | " $> ipython <app> --existing \n", | |
85 | "if this is the most recent IPython session you have started.\n" |
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85 | "if this is the most recent IPython session you have started.\n" | |
86 | ] |
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86 | ] | |
87 | } |
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87 | } | |
88 | ], |
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88 | ], | |
89 | "prompt_number": 6 |
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89 | "prompt_number": 6 | |
90 | }, |
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90 | }, | |
91 | { |
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91 | { | |
92 | "cell_type": "markdown", |
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92 | "cell_type": "markdown", | |
93 | "metadata": {}, |
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93 | "metadata": {}, | |
94 | "source": [ |
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94 | "source": [ | |
95 | "You can see that this magic displays everything you need to connect to this Notebook's Kernel." |
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95 | "You can see that this magic displays everything you need to connect to this Notebook's Kernel." | |
96 | ] |
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96 | ] | |
97 | }, |
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97 | }, | |
98 | { |
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98 | { | |
99 | "cell_type": "heading", |
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99 | "cell_type": "heading", | |
100 | "level": 2, |
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100 | "level": 2, | |
101 | "metadata": {}, |
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101 | "metadata": {}, | |
102 | "source": [ |
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102 | "source": [ | |
103 | "Automatic connection using a new Qt Console" |
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103 | "Automatic connection using a new Qt Console" | |
104 | ] |
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104 | ] | |
105 | }, |
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105 | }, | |
106 | { |
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106 | { | |
107 | "cell_type": "markdown", |
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107 | "cell_type": "markdown", | |
108 | "metadata": {}, |
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108 | "metadata": {}, | |
109 | "source": [ |
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109 | "source": [ | |
110 | "You can also start a new Qt Console connected to your current Kernel by using the `%qtconsole` magic. This will detect the necessary connection\n", |
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110 | "You can also start a new Qt Console connected to your current Kernel by using the `%qtconsole` magic. This will detect the necessary connection\n", | |
111 | "information and start the Qt Console for you automatically." |
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111 | "information and start the Qt Console for you automatically." | |
112 | ] |
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112 | ] | |
113 | }, |
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113 | }, | |
114 | { |
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114 | { | |
115 | "cell_type": "code", |
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115 | "cell_type": "code", | |
116 | "collapsed": false, |
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116 | "collapsed": false, | |
117 | "input": [ |
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117 | "input": [ | |
118 | "a = 10" |
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118 | "a = 10" | |
119 | ], |
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119 | ], | |
120 | "language": "python", |
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120 | "language": "python", | |
121 | "metadata": {}, |
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121 | "metadata": {}, | |
122 | "outputs": [], |
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122 | "outputs": [], | |
123 | "prompt_number": 1 |
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123 | "prompt_number": 1 | |
124 | }, |
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124 | }, | |
125 | { |
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125 | { | |
126 | "cell_type": "code", |
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126 | "cell_type": "code", | |
127 | "collapsed": false, |
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127 | "collapsed": false, | |
128 | "input": [ |
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128 | "input": [ | |
129 | "%qtconsole" |
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129 | "%qtconsole" | |
130 | ], |
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130 | ], | |
131 | "language": "python", |
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131 | "language": "python", | |
132 | "metadata": {}, |
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132 | "metadata": {}, | |
133 | "outputs": [], |
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133 | "outputs": [], | |
134 | "prompt_number": 2 |
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134 | "prompt_number": 2 | |
135 | }, |
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135 | }, | |
136 | { |
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136 | { | |
137 | "cell_type": "heading", |
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137 | "cell_type": "heading", | |
138 | "level": 2, |
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138 | "level": 2, | |
139 | "metadata": {}, |
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139 | "metadata": {}, | |
140 | "source": [ |
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140 | "source": [ | |
141 | "The kernel's `raw_input` and `%debug`" |
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141 | "The kernel's `raw_input` and `%debug`" | |
142 | ] |
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142 | ] | |
143 | }, |
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143 | }, | |
144 | { |
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144 | { | |
145 | "cell_type": "markdown", |
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145 | "cell_type": "markdown", | |
146 | "metadata": {}, |
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146 | "metadata": {}, | |
147 | "source": [ |
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147 | "source": [ | |
148 | "The one feature the notebook currently doesn't support as a Frontend is the ability to send data to the Kernel's standard input socket. That is, if the Kernel requires information to be typed interactively by calling the builtin `raw_input` function, the Notebook will be blocked. This happens for example if you run a script that queries interactively for parameters, and very importantly, is how the interactive IPython debugger that activates when you type `%debug` works.\n", |
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148 | "The Notebook has added support for `raw_input` and `%debug`, as of 1.0." | |
149 | "\n", |
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|||
150 | "So, in order to be able to use `%debug` or anything else that requires `raw_input`, you can either use a Terminal Console or Qt Console connected to a Notebook's Kernel as described above.\n" |
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|||
151 | ] |
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149 | ] | |
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150 | }, | |||
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151 | { | |||
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152 | "cell_type": "code", | |||
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153 | "collapsed": false, | |||
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154 | "input": [ | |||
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155 | "name = raw_input(\"What is your name? \")\n", | |||
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156 | "name" | |||
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157 | ], | |||
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158 | "language": "python", | |||
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159 | "metadata": {}, | |||
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160 | "outputs": [ | |||
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161 | { | |||
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162 | "name": "stdout", | |||
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163 | "output_type": "stream", | |||
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164 | "stream": "stdout", | |||
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165 | "text": [ | |||
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166 | "What is your name? Sir Robin\n" | |||
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167 | ] | |||
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168 | }, | |||
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169 | { | |||
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170 | "metadata": {}, | |||
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171 | "output_type": "pyout", | |||
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172 | "prompt_number": 1, | |||
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173 | "text": [ | |||
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174 | "u'Sir Robin'" | |||
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175 | ] | |||
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176 | } | |||
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177 | ], | |||
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178 | "prompt_number": 1 | |||
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179 | }, | |||
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180 | { | |||
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181 | "cell_type": "code", | |||
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182 | "collapsed": false, | |||
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183 | "input": [ | |||
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184 | "def div(x, y):\n", | |||
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185 | " return x/y\n", | |||
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186 | "\n", | |||
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187 | "div(1,0)" | |||
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188 | ], | |||
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189 | "language": "python", | |||
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190 | "metadata": {}, | |||
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191 | "outputs": [ | |||
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192 | { | |||
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193 | "ename": "ZeroDivisionError", | |||
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194 | "evalue": "integer division or modulo by zero", | |||
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195 | "output_type": "pyerr", | |||
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196 | "traceback": [ | |||
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197 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)", | |||
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198 | "\u001b[1;32m<ipython-input-2-a5097cc0c0c5>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m/\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 4\u001b[1;33m \u001b[0mdiv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", | |||
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199 | "\u001b[1;32m<ipython-input-2-a5097cc0c0c5>\u001b[0m in \u001b[0;36mdiv\u001b[1;34m(x, y)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m/\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 3\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[0mdiv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
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200 | "\u001b[1;31mZeroDivisionError\u001b[0m: integer division or modulo by zero" | |||
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201 | ] | |||
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202 | } | |||
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203 | ], | |||
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204 | "prompt_number": 2 | |||
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205 | }, | |||
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206 | { | |||
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207 | "cell_type": "code", | |||
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208 | "collapsed": false, | |||
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209 | "input": [ | |||
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210 | "%debug" | |||
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211 | ], | |||
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212 | "language": "python", | |||
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213 | "metadata": {}, | |||
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214 | "outputs": [ | |||
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215 | { | |||
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216 | "output_type": "stream", | |||
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217 | "stream": "stdout", | |||
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218 | "text": [ | |||
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219 | "> \u001b[1;32m<ipython-input-2-a5097cc0c0c5>\u001b[0m(2)\u001b[0;36mdiv\u001b[1;34m()\u001b[0m\n", | |||
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220 | "\u001b[1;32m 1 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mdiv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0my\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
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221 | "\u001b[0m\u001b[1;32m----> 2 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m/\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
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222 | "\u001b[0m\u001b[1;32m 3 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
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223 | "\u001b[0m\n" | |||
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224 | ] | |||
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225 | }, | |||
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226 | { | |||
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227 | "name": "stdout", | |||
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228 | "output_type": "stream", | |||
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229 | "stream": "stdout", | |||
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230 | "text": [ | |||
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231 | "ipdb> x\n" | |||
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232 | ] | |||
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233 | }, | |||
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234 | { | |||
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235 | "output_type": "stream", | |||
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236 | "stream": "stdout", | |||
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237 | "text": [ | |||
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238 | "1\n" | |||
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239 | ] | |||
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240 | }, | |||
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241 | { | |||
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242 | "name": "stdout", | |||
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243 | "output_type": "stream", | |||
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244 | "stream": "stdout", | |||
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245 | "text": [ | |||
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246 | "ipdb> y\n" | |||
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247 | ] | |||
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248 | }, | |||
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249 | { | |||
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250 | "output_type": "stream", | |||
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251 | "stream": "stdout", | |||
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252 | "text": [ | |||
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253 | "0\n" | |||
|
254 | ] | |||
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255 | }, | |||
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256 | { | |||
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257 | "name": "stdout", | |||
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258 | "output_type": "stream", | |||
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259 | "stream": "stdout", | |||
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260 | "text": [ | |||
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261 | "ipdb> exit\n" | |||
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262 | ] | |||
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263 | } | |||
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264 | ], | |||
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265 | "prompt_number": 3 | |||
152 | } |
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266 | } | |
153 | ], |
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267 | ], | |
154 | "metadata": {} |
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268 | "metadata": {} | |
155 | } |
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269 | } | |
156 | ] |
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270 | ] | |
157 | } No newline at end of file |
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271 | } |
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