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1 | { |
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1 | { | |
2 | "cells": [ |
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2 | "cells": [ | |
3 | { |
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3 | { | |
4 | "cell_type": "markdown", |
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4 | "cell_type": "markdown", | |
5 | "metadata": {}, |
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5 | "metadata": {}, | |
6 | "source": [ |
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6 | "source": [ | |
7 |
"# Simple |
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7 | "# Simple Animations Using clear_output" | |
8 | ] |
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8 | ] | |
9 | }, |
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9 | }, | |
10 | { |
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10 | { | |
11 | "cell_type": "markdown", |
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11 | "cell_type": "markdown", | |
12 | "metadata": {}, |
|
12 | "metadata": {}, | |
13 | "source": [ |
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13 | "source": [ | |
14 | "Sometimes you want to clear the output area in the middle of a calculation. This can be useful for doing simple animations. In terminals, there is the carriage-return (`'\\r'`) for overwriting a single line, but the notebook frontend can clear the whole output area, not just a single line.\n", |
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14 | "Sometimes you want to clear the output area in the middle of a calculation. This can be useful for doing simple animations. In terminals, there is the carriage-return (`'\\r'`) for overwriting a single line, but the notebook frontend can clear the whole output area, not just a single line.\n", | |
15 | "\n", |
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15 | "\n", | |
16 | "To clear output in the Notebook you can use the `clear_output()` function. If you are clearing the output every frame of an animation, calling `clear_output()` will create noticeable flickering. You can use `clear_output(wait=True)` to add the *clear_output* call to a queue. When data becomes available to replace the existing output, the *clear_output* will be called immediately before the new data is added. This avoids the flickering by not rendering the cleared output to the screen." |
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16 | "To clear output in the Notebook you can use the `clear_output()` function. If you are clearing the output every frame of an animation, calling `clear_output()` will create noticeable flickering. You can use `clear_output(wait=True)` to add the *clear_output* call to a queue. When data becomes available to replace the existing output, the *clear_output* will be called immediately before the new data is added. This avoids the flickering by not rendering the cleared output to the screen." | |
17 | ] |
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17 | ] | |
18 | }, |
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18 | }, | |
19 | { |
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19 | { | |
20 | "cell_type": "markdown", |
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20 | "cell_type": "markdown", | |
21 | "metadata": {}, |
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21 | "metadata": {}, | |
22 | "source": [ |
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22 | "source": [ | |
23 | "## Simple example" |
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23 | "## Simple example" | |
24 | ] |
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24 | ] | |
25 | }, |
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25 | }, | |
26 | { |
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26 | { | |
27 | "cell_type": "markdown", |
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27 | "cell_type": "markdown", | |
28 | "metadata": {}, |
|
28 | "metadata": {}, | |
29 | "source": [ |
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29 | "source": [ | |
30 | "Here we show our progress iterating through a list:" |
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30 | "Here we show our progress iterating through a list:" | |
31 | ] |
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31 | ] | |
32 | }, |
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32 | }, | |
33 | { |
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33 | { | |
34 | "cell_type": "code", |
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34 | "cell_type": "code", | |
35 | "execution_count": 1, |
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35 | "execution_count": 1, | |
36 | "metadata": { |
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36 | "metadata": { | |
37 | "collapsed": true |
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37 | "collapsed": true | |
38 | }, |
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38 | }, | |
39 | "outputs": [], |
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39 | "outputs": [], | |
40 | "source": [ |
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40 | "source": [ | |
41 | "import sys\n", |
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41 | "import sys\n", | |
42 | "import time" |
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42 | "import time" | |
43 | ] |
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43 | ] | |
44 | }, |
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44 | }, | |
45 | { |
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45 | { | |
46 | "cell_type": "code", |
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46 | "cell_type": "code", | |
47 | "execution_count": 2, |
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47 | "execution_count": 2, | |
48 | "metadata": { |
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48 | "metadata": { | |
49 | "collapsed": false |
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49 | "collapsed": false | |
50 | }, |
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50 | }, | |
51 | "outputs": [ |
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51 | "outputs": [ | |
52 | { |
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52 | { | |
53 | "name": "stdout", |
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53 | "name": "stdout", | |
54 | "output_type": "stream", |
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54 | "output_type": "stream", | |
55 | "text": [ |
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55 | "text": [ | |
56 | "9\n" |
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56 | "9\n" | |
57 | ] |
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57 | ] | |
58 | } |
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58 | } | |
59 | ], |
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59 | ], | |
60 | "source": [ |
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60 | "source": [ | |
61 | "from IPython.display import display, clear_output\n", |
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61 | "from IPython.display import display, clear_output\n", | |
62 | "for i in range(10):\n", |
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62 | "for i in range(10):\n", | |
63 | " time.sleep(0.25)\n", |
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63 | " time.sleep(0.25)\n", | |
64 | " clear_output(wait=True)\n", |
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64 | " clear_output(wait=True)\n", | |
65 | " print(i)\n", |
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65 | " print(i)\n", | |
66 | " sys.stdout.flush()" |
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66 | " sys.stdout.flush()" | |
67 | ] |
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67 | ] | |
68 | }, |
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68 | }, | |
69 | { |
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69 | { | |
70 | "cell_type": "markdown", |
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70 | "cell_type": "markdown", | |
71 | "metadata": {}, |
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71 | "metadata": {}, | |
72 | "source": [ |
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72 | "source": [ | |
73 | "## AsyncResult.wait_interactive" |
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73 | "## AsyncResult.wait_interactive" | |
74 | ] |
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74 | ] | |
75 | }, |
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75 | }, | |
76 | { |
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76 | { | |
77 | "cell_type": "markdown", |
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77 | "cell_type": "markdown", | |
78 | "metadata": {}, |
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78 | "metadata": {}, | |
79 | "source": [ |
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79 | "source": [ | |
80 | "The AsyncResult object has a special `wait_interactive()` method, which prints its progress interactively,\n", |
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80 | "The AsyncResult object has a special `wait_interactive()` method, which prints its progress interactively,\n", | |
81 | "so you can watch as your parallel computation completes.\n", |
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81 | "so you can watch as your parallel computation completes.\n", | |
82 | "\n", |
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82 | "\n", | |
83 | "**This example assumes you have an IPython cluster running, which you can start from the [cluster panel](/#clusters)**" |
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83 | "**This example assumes you have an IPython cluster running, which you can start from the [cluster panel](/#clusters)**" | |
84 | ] |
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84 | ] | |
85 | }, |
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85 | }, | |
86 | { |
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86 | { | |
87 | "cell_type": "code", |
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87 | "cell_type": "code", | |
88 | "execution_count": 3, |
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88 | "execution_count": 3, | |
89 | "metadata": { |
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89 | "metadata": { | |
90 | "collapsed": false |
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90 | "collapsed": false | |
91 | }, |
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91 | }, | |
92 | "outputs": [ |
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92 | "outputs": [ | |
93 | { |
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93 | { | |
94 | "name": "stdout", |
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94 | "name": "stdout", | |
95 | "output_type": "stream", |
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95 | "output_type": "stream", | |
96 | "text": [ |
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96 | "text": [ | |
97 | " 100/100 tasks finished after 6 s\n", |
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97 | " 100/100 tasks finished after 6 s\n", | |
98 | "done\n" |
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98 | "done\n" | |
99 | ] |
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99 | ] | |
100 | } |
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100 | } | |
101 | ], |
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101 | ], | |
102 | "source": [ |
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102 | "source": [ | |
103 | "from IPython import parallel\n", |
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103 | "from IPython import parallel\n", | |
104 | "rc = parallel.Client()\n", |
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104 | "rc = parallel.Client()\n", | |
105 | "view = rc.load_balanced_view()\n", |
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105 | "view = rc.load_balanced_view()\n", | |
106 | "\n", |
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106 | "\n", | |
107 | "amr = view.map_async(time.sleep, [0.5]*100)\n", |
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107 | "amr = view.map_async(time.sleep, [0.5]*100)\n", | |
108 | "\n", |
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108 | "\n", | |
109 | "amr.wait_interactive()" |
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109 | "amr.wait_interactive()" | |
110 | ] |
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110 | ] | |
111 | }, |
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111 | }, | |
112 | { |
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112 | { | |
113 | "cell_type": "markdown", |
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113 | "cell_type": "markdown", | |
114 | "metadata": {}, |
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114 | "metadata": {}, | |
115 | "source": [ |
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115 | "source": [ | |
116 | "## Matplotlib example" |
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116 | "## Matplotlib example" | |
117 | ] |
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117 | ] | |
118 | }, |
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118 | }, | |
119 | { |
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119 | { | |
120 | "cell_type": "markdown", |
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120 | "cell_type": "markdown", | |
121 | "metadata": {}, |
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121 | "metadata": {}, | |
122 | "source": [ |
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122 | "source": [ | |
123 | "You can also use `clear_output()` to clear figures and plots." |
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123 | "You can also use `clear_output()` to clear figures and plots." | |
124 | ] |
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124 | ] | |
125 | }, |
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125 | }, | |
126 | { |
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126 | { | |
127 | "cell_type": "code", |
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127 | "cell_type": "code", | |
128 | "execution_count": 4, |
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128 | "execution_count": 4, | |
129 | "metadata": { |
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129 | "metadata": { | |
130 | "collapsed": false |
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130 | "collapsed": false | |
131 | }, |
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131 | }, | |
132 | "outputs": [], |
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132 | "outputs": [], | |
133 | "source": [ |
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133 | "source": [ | |
134 | "%matplotlib inline\n", |
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134 | "%matplotlib inline\n", | |
135 | "import numpy as np\n", |
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135 | "import numpy as np\n", | |
136 | "import matplotlib.pyplot as plt" |
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136 | "import matplotlib.pyplot as plt" | |
137 | ] |
|
137 | ] | |
138 | }, |
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138 | }, | |
139 | { |
|
139 | { | |
140 | "cell_type": "code", |
|
140 | "cell_type": "code", | |
141 | "execution_count": 5, |
|
141 | "execution_count": 5, | |
142 | "metadata": { |
|
142 | "metadata": { | |
143 | "collapsed": false |
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143 | "collapsed": false | |
144 | }, |
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144 | }, | |
145 | "outputs": [ |
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145 | "outputs": [ | |
146 | { |
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146 | { | |
147 | "data": { |
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147 | "data": { | |
148 | "image/png": [ |
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148 | "image/png": [ | |
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539 | "M3syRqM8VH4FpFAKfHG6nPPV7fwryhNLDSVNiek0nEikIS6RzuIKLKaE4bRyPlYzJ/bY6DGrNJlP\n", | |
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858 | "3lGBtBaEvVZjYPOq05QW6xjxSO2EbrAkKiu0LEsa1xLOSiWfDxrAhL/X09LTE+cdh0n85ne6rFla\n", | |
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860 | "Yfz96wmGPNSewBbm983R79+Bfsd67GcutniRBeD70GAUnm5ETXiLtp9Nr3Jg09rGTiYlwN2ePcmx\n", | |
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873 | "r/p13Qm9zkhZqQ51mQ51qa58u1RHWamewvzCG47p0GoMIAEnZyUnDydx4XQ6KnsFKgc7VPYVr4pt\n", |
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873 | "r/p13Qm9zkhZqQ51mQ51qa58u1RHWamewvzCG47p0GoMIAEnZyUnDydx4XQ6KnsFKgc7VPYVr4pt\n", | |
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877 | "gdqA1iBUCK/yl5NShpNChrNSjpNChpNShrNShpNCXl5WnHdSypGb6YZpFES+PpzGyYxi5g0Mttqk\n", | |
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878 | "4tZGWYmW9StPIZVK6DeyDRJArdajKdOjUesqyopXmR51mR6txoBW82+p1wsoFDKUqnIRdvVlb4dC\n", | |
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880 | "GBjIpEmTbtlWbQqt/ONniJrwFqHfzcWje0dyy8p4aNVqZvTswX2BAVVqK3XlBlJ/XUeX9V9b1IXf\n", | |
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881 | "VFyJHh/obs/kbr418jScV5zF9GXjmTpiASFNa3f6uDZJTy5gza8nGPxAW4JaNTB5f2JJEWVzpmLX\n", | |
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882 | "bwSKAaNM3l9toC8o4sSEN1H5NqTd4neqlODdFIiiyJJjx9kWl8BPI4fh5WBdIyt6o0CR1lguvjQG\n", | |
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884 | "FHu5DJWdFJVcin1FqZRLK/XgpjEILNidSJneyMy+gSZzY7BxPRmphaz/LYqQDo25p3/zajvaC4KI\n", | |
885 | "TmtAq74ivgxoNHq0agM67Y0vI9qbHNNpDej1RuRyGQqlDDs7GXZKGXZ28hv2ywWbnZ0MO4UM+dVS\n", |
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885 | "TmtAq74ivgxoNHq0agM67Y0vI9qbHNNpDej1RuRyGQqlDDs7GXZKGXZ28hv2ywWbnZ0MO4UM+dVS\n", | |
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886 | "ip3dNftyKXKF7N9jdlJkclml/kaTC63o6Gi2bdvGyy+/DMDSpUvp0aMH7dqVrw7Kzs7mq6++Ytas\n", | |
887 | "WUgkElatWoWHhwf33XffTdurLaFVdCaG4+Om0e6Ld/G+r+vV4yczs3hx8xZWjB6Fv1vl4kbpC4vZ\n", |
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887 | "WUgkElatWoWHhwf33XffTdurLaFVdCaG4+Om0e6Ld/G+r+vV4yczs3hx8xZWjB6Fv1vl4kbpC4vZ\n", | |
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888 | "3/MRwn5diGuHVqYy2eIo0Rp4ZUMsfZt5MLbD3UW5NgoG3l/5LB0CuzO625M1ZKHlckVsDXqgLcEm\n", | |
889 | "FFuiTof6wzeRBYegfOQZk/VjDoxqLaeen4lRo6Xj9/PMFq9OFEUWHznKnqRkfhwxDA/7qqXpsmZE\n", |
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889 | "FFuiTof6wzeRBYegfOQZk/VjDoxqLaeen4lRo6Xj9/PMFq9OFEUWHznKnqRkfhwxDA/7qqXpsmZE\n", | |
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890 | "UURrECjVC5TpjJTpjZTpBMr0Rkp1RsquPV6xrTEIaPQCaoOxohSuljqDgEIuxb5CjCnlUpSyilIu\n", | |
891 | "QSmXIhHhTFYpLkoZXZq6YK+QXa1nJ5OgkElRyCTY3aJUVNSzk0mwk0qQy6TIJFjl1GltcuZ4Knu3\n", |
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891 | "QSmXIhHhTFYpLkoZXZq6YK+QXa1nJ5OgkElRyCTY3aJUVNSzk0mwk0qQy6TIJFjl1GltcuZ4Knu3\n", | |
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892 | "XGTA6LY0b2MZWQ1EQUSvN6LXlb90OsPV7Zvt6/VGDBX1DXrh6r5Bb0SvFzBcW0dvxGAQkEolyOXl\n", | |
893 | "wkwulyKXy5Bd2bYrF2iB7aWm9dGKioq6roO+ffty6NChq0Lr5MmT9OrV6+qXuF+/fnz33Xe3FFq1\n", |
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893 | "wkwulyKXy5Bd2bYrF2iB7aWm9dGKioq6roO+ffty6NChq0Lr5MmT9OrV6+qXuF+/fnz33Xe3FFq1\n", | |
894 | "QUlMIpGPvkrrD1+7TmQBhPo05IWITkzZso3fHxiFg92dn5QvLfwe74E96pXIAnBSypk/KJip62Pw\n", |
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894 | "QUlMIpGPvkrrD1+7TmQBhPo05IWITkzZso3fHxiFg92dn5QvLfwe74E96pXIAnBSypk/KJip62Pw\n", | |
895 | "cLCjf/Pqx035a/832MlVjOx669HOukRjPzfufzyM1ctMJ7ZEQUDz9YdI3b1QjHuqxts3NzJ7JaHf\n", |
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896 | "z+P8Wx9z9MGX6LR8EQqv2p1uFkWRjw8d4VBqKj+NGIZ7PRJZUC5OVHYyVHYyPB3uflRRqBBuGoOA\n", |
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896 | "z+P8Wx9z9MGX6LR8EQqv2p1uFkWRjw8d4VBqKj+NGIZ7PRJZUC5OVHYyVHYyPB3uflRRqBBuGoOA\n", | |
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897 | "Wi+gNVS8jAJag0h6kZbfTmbS0tuBsMZO6IwiWqN4dfpTL4jorpRGAb1BRC8I6Izlx3XGin2DiEEQ\n", | |
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898 | "0QsieqOAKIL8ivCSSiq2ywWZXHr9S3btvkyCXHL9Mdk1pUxCeSmVIL1aD2SSK+clSCUgvcW2TCKp\n", | |
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905 | "3rYglrer1osYBf49X1FXEMtFplEoL2+2fW094brt8qk4gYp9AUTK3yMiIopcV1cURUSuPyaIIlSU\n", | |
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906 | "IlCxi9JgpEN2IXqplGgfV/638RJSrhdmV4TbTfclIOHfffj3GNe9B6BcHFZslp+/UvNKvWvqSq45\n", | |
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907 | "dl39a27X1/V7pZF/q/9bSrjuiOSGetxQ76r9FccfqmQ64GoLLWdn5+uEU1FRES4uLpU+X5toMnI4\n", | |
908 | "NuZlgl56HN+HBt+ynkQiYWbvnjy2Zi2/nDrDxND2N60niiIX3v2MZtMmViuCfF3B392eWf0Cmb0j\n", |
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909 | "gXkDg2nhXXn/lPySHJZums1Lw+fi6lh/Iglf4TqxdX9bgkNqRmzpNv8P4+nj2M/8FIld3XYSlkgk\n", |
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909 | "gXkDg2nhXXn/lPySHJZums1Lw+fi6lh/Iglf4TqxdX9bgkNqRmzpNv8P4+nj2M/8FIld3XYSlkgk\n", | |
910 | "NH/jaRTeHhwZ+Tzhyz/GpU1zk/YpiiLz9h3gTHY2PwwfhqsJk1/bgH0JBXx+IMVk4RuujDqV/1Is\n", |
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910 | "NH/jaRTeHhwZ+Tzhyz/GpU1zk/YpiiLz9h3gTHY2PwwfhqsJk1/bgH0JBXx+IMVk4RuujDqV/1Is\n", | |
911 | "JxWVOUlNvMyGlado38OfiF5BiJJ/BZgglAsyqBj1qdgRKjyQhIp6iCBUiL3yuuXi799tKs79K/6u\n", |
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911 | "JxWVOUlNvMyGlado38OfiF5BiJJ/BZgglAsyqBj1qdgRKjyQhIp6iCBUiL3yuuXi799tKs79K/6u\n", | |
912 | "NCxeqXml3rV1rzl2Xf1rHKD+rV/Ruvjv8etKkeuO/Pf49fviDfUQgezKDR5VW2iFhYWxdevWq1OF\n", |
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912 | "NCxeqXml3rV1rzl2Xf1rHKD+rV/Ruvjv8etKkeuO/Pf49fviDfUQgezKDR5VW2iFhYWxdevWq1OF\n", | |
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913 | "u3bt4p57/g0oGBoayldffUWfPn2QSqXs2LGD8PDw6nZXbXS5+Rx7aApNHx+J36T771hfJZfz+aAB\n", | |
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914 | "jFu1hhBvT7r4/jdGSPaWfWgzc2k64c7t1XXa+DgxrWdTZm6PY9HQFvi63vnGIwhGlmx4l36h99PG\n", | |
915 | "r+orPesKjZq6cf+EcNYsi2Qgdy+2DEf2oN+0CvtZnyFxrL2EzObGf9IDKD3dOf7Q1KsLXEyBIIq8\n", |
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915 | "r+orPesKjZq6cf+EcNYsi2Qgdy+2DEf2oN+0CvtZnyFxrL2EzObGf9IDKD3dOf7Q1KsLXEyBIIq8\n", | |
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916 | "v3c/F3Jz+X74UJyVNpFlSv53Jpv/ncnmg0HBNPOyrkUG1ogoipw8ksKhXZcY9IB5QtFYGyeyK1dP\n", | |
917 | "Nnv27NnV6cDLy4usrCyWL1/Orl27aNasGX369GHFihUEBATg4eGBVCrlu+++Y8+ePahUKh544IFb\n", |
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917 | "Nnv27NnV6cDLy4usrCyWL1/Orl27aNasGX369GHFihUEBATg4eGBVCrlu+++Y8+ePahUKh544IFb\n", | |
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919 | "azgGNa1Re62Vpm4q7OUyvjiYQu8gd+zvkJ1+zaEfyS5I5dlBM5HUoynDm+HsoqJJoAfrV57Cw9sR\n", | |
920 | "D+/qOXYbL5xB++1CVG/MQ9a4/n0vnVoG4tKhJaeemYm9X2OcWgbWaPuCKDL7n73EXc7n2+FDbCLL\n", |
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920 | "D+/qOXYbL5xB++1CVG/MQ9a4/n0vnVoG4tKhJaeemYm9X2OcWgbWaPuCKDL7n73EXc7n2+FDbCLL\n", | |
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921 | "hBgFkW8Op7EvoYCPajH1V33GoDeybc054qKzefCJTjRuWn9naqpCRkYGQUFBd6xXZ+NoGUrLOD52\n", | |
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922 | "Kq6hIbR6f2q1Vpb8EHWSrZfi+XX0CJTy8sG/uMU/U3jqAmE/LagxW+sKyyIzOJJcyMKhzXFQ3Fxs\n", | |
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923 | "RadEsXjdm3zw+HI8nE0f4sBayEgtZM2ySAaMakOz1lVb2SOkJaOe9yrK599E3q6TiSy0DorOxhA5\n", | |
924 | "/nWCXhqP/xMP1kibRkFg5j97SSkqYunQwThWYqGMjeqhNQgs+CeREq2Rmf0CcbaFbzA5RQVq1q2I\n", |
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924 | "/nWCXhqP/xMP1kibRkFg5j97SSkqYunQwThWYqGMjeqhNQgs+CeREq2Rmf0CcbaFbzA5RQVq1q2I\n", | |
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927 | "1B+/g+Lhp+u9yAJwaduCruu+JumHVcTM/5q7fY40CgLv7PqH9OJivraJLJNSoNbzxqZYlDIp8wYF\n", | |
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930 | "9hwXz2Tesb6oLkOzaAZ2vQdh13NALVhoHdg3bUTXdV+Ttz+Ss1PnIegN1WrHIAi8vXM3OWVlfDVk\n", | |
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931 | "UKVCvtioHmmFWqauj6VDI2fe6OOPQlbnbk0WhSiKHN+fwIY/TjFkTHsiegba4omZkDr1bRaNRs68\n", | |
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937 | "9Pbg2P0vosvNr9T79EYjr2/fSYlOx5LBA1HJbdMppuJAYgEzt8UzracfQ0NqNkaWjf9SkFfGb18f\n", | |
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938 | "QSaXMu7ZLrjeGLTMhkmoE0JLFEUuvvcFxefjCFv2ITL7ml0RlLpyIx0L1YwJC+WVrdvRG4012n5d\n", | |
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940 | "pHZy2n46Hc8+nTk84jnKktJuW19nNPLqth1oDQa+GDzw6iIYGzXP3+dyWHIwlXkDg+niV7m0Zzaq\n", | |
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951 | "9/Tg3V49mLJlGwUaTY33be3o9Bo+W/c2j/R+iSZe5VFzO/o681L3JszYGk9GkdbMFloXQk4mqu/n\n", | |
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953 | "CrnV3nqsgtjzWaz89igRPQPpP6oNMtvnbVas8tPP3rqPCzM/o9PKT3EMNI2Ddc62/WjSsvC7RXTp\n", | |
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957 | "7tbD29O6dkYmkdic46/h0IXtnEs+xpMD3r6pw+WI1t7cF+zOjC1xlOpsqzdvh6jTof50FvLQLigG\n", |
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957 | "7tbD29O6dkYmkdic46/h0IXtnEs+xpMD3r6pw+WI1t7cF+zOjC1xlOpsqzdvh6jTof50FvLQLigG\n", | |
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959 | "lqTYlKjLdKz+JZK05ALGv9CNRk1sKzktBasSWnkHIjn94hw6/rwA144hJusn8ds/cGwRiNe9XW5b\n", |
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959 | "lqTYlKjLdKz+JZK05ALGv9CNRk1sKzktBasSWnkHIjn94hw6/rwA144hJusn8ds/cGwRiNe9XW5b\n", | |
960 | "TyaVsrB/P/YmJbM6+oLJ7LEWsgpS+WnHh0wZ/gEOSqdb1hsf5kMLbwfe2xF/01Q9NkAUBLTffIjU\n", |
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960 | "TyaVsrB/P/YmJbM6+oLJ7LEWsgpS+WnHh0wZ/gEOSqdb1hsf5kMLbwfe2xF/01Q9NkAUBLTffIjU\n", | |
961 | "zRPFuKevO+fiZs/Ypztz5ngqB3deuus0M/WNUp2OZzdsorGzM+8NHUj48o9ReHtw9P4X0Wbnmdu8\n", |
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961 | "zRPFuKevO+fiZs/Ypztz5ngqB3deuus0M/WNUp2OZzdsorGzM+8NHUj48o9ReHtw9P4X0Wbnmdu8\n", | |
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962 | "OsOas9lXwzd087fd9E1JVlohv355CG8fJ8ZM6oSDk22RganJOxBZ6bpWI7Tyj5zi1DMzCf1uLu4R\n", | |
963 | "7UzWjyYzh4Slv9HqvSmVqu+qUvLlkIF8cvgIURl3TptSV9EbdHy29i1Gd32SIJ/bi2CJRMKL3Zvi\n", |
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963 | "7UzWjyYzh4Slv9HqvSmVqu+qUvLlkIF8cvgIURl3TptSV9EbdHy29i1Gd32SIJ/bi2CJRMKL3Zvi\n", | |
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964 | "rJTzwe5EjIJNKNyI7vfvEAoLUD77xk3TSDm7qhj3dBdiz2WxZ/NFm9iqJMVaLU9v2ESwuzvv39sb\n", | |
965 | "mVRaHmvrk7dpMLAnh4c+Q0lMornNtGqMgsjSQ6lsvJBnC99QC5yNTGXVT8fpPbglvQe3QmpLX2RS\n", |
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965 | "mVRaHmvrk7dpMLAnh4c+Q0lMornNtGqMgsjSQ6lsvJBnC99QC5yNTGXVT8fpPbglvQe3QmpLX2RS\n", | |
966 | "BJ2ei3O/4vTk9yr9Hqv4jxREnSfqiem0/2oWHt07mrSvmHlLafLI8Cr5fgW5uzP/vnuZtm07GcUl\n", |
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966 | "BJ2ei3O/4vTk9yr9Hqv4jxREnSfqiem0/2oWHt07mrSvmHlLafLI8Cr5fgW5uzP/vnuZtm07GcUl\n", | |
967 | "JrTOcvl97xd4ODdkUPi4StWXSSW82ccfrUHgk33J1+VFrO/otqzGcOoo9lNnIVEoblnP0VnJQ09F\n", |
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967 | "JrTOcvl97xd4ODdkUPi4StWXSSW82ccfrUHgk33J1+VFrO/otqzGcOoo9lNnIVEoblnP0VnJQ09F\n", | |
968 | "kJqYz4615xFtgvW2FGq0PLV+I228vZjVu+d1vkISiYRmr0yi2WtPcvT+F7h8MMqMllovGoPA+zsT\n", |
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968 | "kJqYz4615xFtgvW2FGq0PLV+I228vZjVu+d1vkISiYRmr0yi2WtPcvT+F7h8MMqMllovGoPA+zsT\n", | |
969 | "iL+sZvHw5rbwDSbEYBDYtuYsR/ckMO6ZLrRs62Nuk+o8pXHJHB7+LCUX4um+8+dKv8/ihVbRmRhO\n", |
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969 | "iL+sZvHw5rbwDSbEYBDYtuYsR/ckMO6ZLrRs62Nuk+o8pXHJHB7+LCUX4um+8+dKv8/ihVbRmRhO\n", | |
970 | "jH+dtoun49W7s0n7yj9+hrx9xwmeOqHK7+3l78f49u2YsmUrGkP1kthaK8cv7eFYzG6eGzyzSoHw\n", |
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970 | "jH+dtoun49W7s0n7yj9+hrx9xwmeOqHK7+3l78f49u2YsmUrGkP1kthaK8cv7eFYzG6eGzyzSoHw\n", | |
971 | "FDIpM/sFkVGk5atr8iLWZwxH96Hf+Bf2b8xH4nTnuHD2DgrGPBFBXnYJm/93BsE2FXtT8tVqnli3\n", |
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971 | "FDIpM/sFkVGk5atr8iLWZwxH96Hf+Bf2b8xH4nTnuHD2DgrGPBFBXnYJm/93BsE2FXtT8tVqnli3\n", | |
972 | "gfBGjZje455bfk99xw6hw9L3OPn0DNLXbK9lK62bfLWe1zfG4qiQMX9QME5KW/gGU1FUoGblt0dQ\n", |
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972 | "gfBGjZje455bfk99xw6hw9L3OPn0DNLXbK9lK62bfLWe1zfG4qiQMX9QME5KW/gGU1FUoGblt0dQ\n", | |
973 | "l+l5dHI3PBvc2lXDxt0jiiKpv63n8Ijn8B03lLBfF/4nGsHtsGihVXwhjshHX6X1h6/ToP89Ju1L\n", |
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973 | "l+l5dHI3PBvc2lXDxt0jiiKpv63n8Ijn8B03lLBfF/4nGsHtsGihVXwhjshHX6X1h6/ToP89Ju1L\n", | |
974 | "FASiZ3xKi3cmVzu6/BOhHQh0d+fd3XvqjWjILcrguy1zeXH4PJzsq+6HoZJLeX9gMNFZpfwceesk\n", |
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974 | "FASiZ3xKi3cmVzu6/BOhHQh0d+fd3XvqjWjILcrguy1zeXH4PJzsq+6HoZJLeX9gMNFZpfwceesk\n", | |
975 | "yvUBY8xZtD9/jurV95F6VT5kiVIl54GJnSgr0bF+5SmMBpvYupa8MjWT1m2gh18TXu/e9Y4PA549\n", |
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975 | "yvUBY8xZtD9/jurV95F6VT5kiVIl54GJnSgr0bF+5SmMBpvYupa8MjWT1m2gh18TXu/e9Y4PA549\n", | |
976 | "O1WEf/iK+CW/1pvf8t2QnK/h5XUxdG7qwmu9/LCzTV+ZjOS4PFYsPUyLtg0Z8UgoSls8MpOiyy/i\n", |
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976 | "O1WEf/iK+CW/1pvf8t2QnK/h5XUxdG7qwmu9/LCzTV+ZjOS4PFYsPUyLtg0Z8UgoSls8MpOiyy/i\n", | |
977 | "5NPvkPjdn3RevQT/SQ9UObK+xf4aSmKTOD52Gq3mTMFnaB+T95f2xyakMjmNHxhQ7TYkEglz+vQi\n", |
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977 | "5NPvkPjdn3RevQT/SQ9UObK+xf4aSmKTOD52Gq3mTMFnaB+T95f2xyakMjmNHxhQ7TYkEglz+vQi\n", | |
978 | "qaCQH6JO1aB1lonBqOfz9e8wJOJRWvp2qHY7V/Ii7k8s4M9TWTVoofUgpCWhWfweyufeRBbQrMrv\n", |
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978 | "qaCQH6JO1aB1lonBqOfz9e8wJOJRWvp2qHY7V/Ii7k8s4M9TWTVoofUgpCWhWfweyufeRBbQrMrv\n", | |
979 | "t1PIGDU+DET4e/kJ9Hrbik6AnNJSJq5dR/+gQKZ26VzpC6RzSDBd139LxpodnH/rY4R6NkpdFU5l\n", |
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979 | "t1PIGDU+DET4e/kJ9Hrbik6AnNJSJq5dR/+gQKZ26VzpC6RzSDBd139LxpodnH/rY4R6NkpdFU5l\n", | |
980 | "FPPaxlge6+jD+LBGtvQuJkIURY7ujWfjn6cZ+lB7OvcKsn3WJibvQCQH+z6OqlEDum3+HueWQdVq\n", |
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980 | "FPPaxlge6+jD+LBGtvQuJkIURY7ujWfjn6cZ+lB7OvcKsn3WJibvQCQH+z6OqlEDum3+HueWQdVq\n", | |
981 | "xyKFVlliKsfHvkyL6c/RaFR/k/enLyoh9oNvCJk77aaOx1VBJZfzxeCBLD9zhn8Sk2rIQstk1YFv\n", |
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981 | "xyKFVlliKsfHvkyL6c/RaFR/k/enLyoh9oNvCJk77aaOx1VBJZfzxeCBLD9zhn8Sk2rIQstk1YFv\n", | |
982 | "sFc4MLzz43fdlpu9HR8ObsaGC7lsiK5fEfeFy7moF76D4pFnkbfvVO125HIpwx/ugMrBjtU/R6LT\n", |
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982 | "sFc4MLzz43fdlpu9HR8ObsaGC7lsiK5fEfeFy7moF76D4pFnkbfvVO125HIpwx/ugMrBjtU/R6LT\n", | |
983 | "1m9xkFlSwuN/r2dYi+a8ENGpyjclVSNvuvz9FerkdKImvoWhpNREllovOy9dZt7ORKbfF8CAFp7m\n", |
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983 | "1m9xkFlSwuN/r2dYi+a8ENGpyjclVSNvuvz9FerkdKImvoWhpNREllovOy9dZt7ORKbfF8CAFp7m\n", | |
984 | "NqfOotUYWPfbSWLOZvHo813xC7Z91qZE0OmJmbeU05Pfo83HbxHy/lRkqur7G1qc0FKnZHJszBSC\n", |
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984 | "NqfOotUYWPfbSWLOZvHo813xC7Z91qZE0OmJmbeU05Pfo83HbxHy/lRkqur7G1qc0FKnZHJszBSC\n", | |
985 | "p03Cd+yQWukz7pMf8erbrcZCRjR0cuSzgQOYsfsf4vLza6RNS+NUwiH2nt3I5CFzkEpq5mvk5ahg\n", |
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985 | "p03Cd+yQWukz7pMf8erbrcZCRjR0cuSzgQOYsfsf4vLza6RNS+NUwiH2nt3I5CFzkEpq5mvk5ahg\n", | |
986 | "weBm/BaVyc5Ll2ukTUtHLC1Bs3A6dn2HY9ej3123J5VJGfJge9y9HPjrx2No6mlg2PTiYib+vZ4x\n", |
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986 | "weBm/BaVyc5Ll2ukTUtHLC1Bs3A6dn2HY9ej3123J5VJGfJge9y9HPjrx2No6mlg2PTiYib+vZ4x\n", | |
987 | "rVvxbHhYtduROzsStmwhSh8vjox4HnVK/V1ZfC2iKLIiKpOfj2fw0dBmhDZ2NrdJdZa87PJUOg6O\n", |
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987 | "rVvxbHhYtduROzsStmwhSh8vjox4HnVK/V1ZfC2iKLIiKpOfj2fw0dBmhDZ2NrdJdZa87PJUOg6O\n", | |
988 | "CsY90wUXN1syeVNSGpfM4RHPUhwdR/edP+N9X9e7btOihJYmI4djY14i4NlxNB0/8s5vqAFKYpNI\n", |
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988 | "CsY90wUXN1syeVNSGpfM4RHPUhwdR/edP+N9X9e7btOihJYmI4djY14i4NlxNB0/8s5vqAFKYpNI\n", | |
989 | "+3MzLaY/V6PtdvBpyGvduvLCpi0UaupWypn8khyWbprNi8Pex9WxZnNMNnZRMn9wMN8eSeNgUkGN\n", |
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989 | "+3MzLaY/V6PtdvBpyGvduvLCpi0UaupWypn8khyWbprNi8Pex9WxZnNMNnZRMn9wMN8eSeNgUkGN\n", | |
990 | "tm1piHodmsWzkYV0wG7YQzXWrkQqof+oNjT2c+eP749SVlK3vn93IqWwiAl/r+fR9m15omPoXbcn\n", |
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990 | "tm1piHodmsWzkYV0wG7YQzXWrkQqof+oNjT2c+eP749SVlK3vn93IqWwiAl/r+fR9m15omPoXbcn\n", | |
991 | "tZPTZuGb+I4byuFhz5B//EwNWGm96I0Ci/YmczCpgM9GtCDA3XbjNxXRJ9NZ+e0ROvcqT6Ujt6XS\n", |
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991 | "tZPTZuGb+I4byuFhz5B//EwNWGm96I0Ci/YmczCpgM9GtCDA3XbjNxXRJ9NZ+e0ROvcqT6Ujt6XS\n", | |
992 | "MRmiKJKyYl25w/vYqju83w7Z7NmzZ9dIS3dJQkICiU/MoOmjIwl47uFa6VMURc68NAffh4aYZEVj\n", |
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992 | "MRmiKJKyYl25w/vYqju83w7Z7NmzZ9dIS3dJQkICiU/MoOmjIwl47uFa6VMURc68NAffh4aYZEVj\n", | |
993 | "Ky8v0oqL+f3seYY0b1YnUk8IgpFFa16lS8u+9G433CR9uNnb0aGRM/N2JdLc04FGLnVvibgoCGiX\n", |
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993 | "Ky8v0oqL+f3seYY0b1YnUk8IgpFFa16lS8u+9G433CR9uNnb0aGRM/N2JdLc04FGLnVvibgoCGiX\n", | |
994 | "LgCFEuVTdz9lfSMSiYSA5p6UFmvZs+kizVo3rBdOs0kFhUxat4GnwkJ5tF3bGmtXIpHgFt4Wx+Z+\n", |
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994 | "LgCFEuVTdz9lfSMSiYSA5p6UFmvZs+kizVo3rBdOs0kFhUxat4GnwkJ5tF3bGmtXIpHgFt4Wx+Z+\n", | |
995 | "nH52FkofL5xbV92Xztop0hh4d1s8Egm8PyAI53rwnTIHBoPArg3RnDmeyv0TwglsYYuqb0q0uZc5\n", |
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995 | "nH52FkofL5xbV92Xztop0hh4d1s8Egm8PyAI53rwnTIHBoPArg3RnDmeyv0TwglsYYuqb0q0uZc5\n", | |
996 | "Pfk98vYeI2zZRzTod+uVydeSkZFBUNCd/bYsSh43un8ggS88Wmv95ew4iDo5Hf9b5DOsCV7tVj7s\n", |
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996 | "Pfk98vYeI2zZRzTod+uVydeSkZFBUNCd/bYsSh43un8ggS88Wmv95ew4iDo5Hf9b5DOsCV7tVj7s\n", | |
997 | "uOhQ3UjTs+bQj4gi3N/tSZP208LbgXf7BjJ/dyLns+qWb4woiuh++wahMB/Vc28ikZomkbFEIuGe\n", |
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997 | "uOhQ3UjTs+bQj4gi3N/tSZP208LbgXf7BjJ/dyLns+qWb4woiuh++wahMB/Vc28ikZomkbFEIuGe\n", | |
998 | "fs1p26kJK789QkFe3U4xE5+fz8S165kcEc64tm1M0keDfvcQ8b/Pif3wO2IWfINYj/KcphZqmLIu\n", |
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998 | "fs1p26kJK789QkFe3U4xE5+fz8S165kcEc64tm1M0keDfvcQ8b/Pif3wO2IWfINYj/KcphZqmLIu\n", | |
999 | "hlYNHJjZLxCVnS0BtykozFez8pvDlBZrGf9CNxo0unOYFxvVJ3vrPg7eNwGnFgF021R9h/fbYVFC\n", |
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999 | "hlYNHJjZLxCVnS0BtykozFez8pvDlBZrGf9CNxo0unOYFxvVJ3vrPg7eNwGnFgF021R9h/fbYVFC\n", | |
1000 | "q9krk2qtL0Gr48K7i2k1ZypShZ3J+pFLpSwa0I9/EpNZc+GiyfqpDc4nH2f7yVW8OHwuUhOJg2tp\n", |
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1000 | "q9krk2qtL0Gr48K7i2k1ZypShZ3J+pFLpSwa0I9/EpNZc+GiyfqpDc4nH2f7yVW8OHwuUhOJg2tp\n", | |
1001 | "38iJ13v7MWt7PHF5apP3V1voN63CePYE9tNm3zYgaU3RuVcgEb0CWfndEbLSi0zenzm4kJvHpLUb\n", |
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1001 | "38iJ13v7MWt7PHF5apP3V1voN63CePYE9tNm3zYgaU3RuVcgEb0CWfndEbLSi0zenzm4kJvHpLUb\n", | |
1002 | "eLlLBA+EtDJpX86tgum26TvyD53k5NMzMJTVne/mrTiVUcwr62MZ274BT9sSQ5uM+AvZrFh6iFYd\n", |
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1002 | "eLlLBA+EtDJpX86tgum26TvyD53k5NMzMJTVne/mrTiVUcwr62MZ274BT9sSQ5uM+AvZrFh6iFYd\n", | |
1003 | "GleEbjDdvam+Yygp5eyrC4h+9zNCv5tLi3eeN5kWsCihVZskfleez7AmHN3uhKtKyZIhA1l06DDH\n", |
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1003 | "GleEbjDdvam+Yygp5eyrC4h+9zNCv5tLi3eeN5kWsCihVZskfleez7AmHN3uhKtKyZIhA1l06DDH\n", | |
1004 | "060zVlRRWT5LNrzL80Nm4+FUe8PYnZu68lL3Jryz9RIpBZpa69dU6A/sRL9tDao35iNxrD0H4tAu\n", |
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1004 | "060zVlRRWT5LNrzL80Nm4+FUe8PYnZu68lL3Jryz9RIpBZpa69dU6A/sRL9tDao35iNxrD0H4tAu\n", | |
1005 | "ftw7LIRVPx0nOa5u5fM7nZXF0+s38naP7oxq1bJW+lR4uRPx52fInRw4OmoymvTsWunXHGy5mHd1\n", |
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1005 | "ftw7LIRVPx0nOa5u5fM7nZXF0+s38naP7oxq1bJW+lR4uRPx52fInRw4OmoymvTsWunXHGy5mHd1\n", | |
1006 | "ZeHgVl7mNqdOIhgF9m2NYfva84x8tCOdegTYQjeYkPxjZzjQdyKiIHDPzl9w71L98ESVoV4KLU1m\n", |
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1006 | "ZeHgVl7mNqdOIhgF9m2NYfva84x8tCOdegTYQjeYkPxjZzjQdyKiIHDPzl9w71L98ESVoV4KLU1m\n", | |
1007 | "DglfVT6fYU0Q7O7Own59eWXrdhLyrcvJWxAFvtw4k55thtAhsFut998ryJ2J4Y15a/Ml0gqt17Hb\n", |
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1007 | "DglfVT6fYU0Q7O7Own59eWXrdhLyrcvJWxAFvtw4k55thtAhsFut998ryJ2J4Y15a/Ml0gqt17Hb\n", | |
1008 | "cPYEuhVfo3p9PlKP2ve5aNnWhxEPh7J+5SkunrZOwX8jR9PSmbxpC3Pv7c2gZsG12rdUqaDt4nfw\n", |
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1008 | "cPYEuhVfo3p9PlKP2ve5aNnWhxEPh7J+5SkunrZOwX8jR9PSmbxpC3Pv7c2gZsG12rdUqaDt4nfw\n", | |
1009 | "GdmXQ0OfpjAqulb7NzWCKPL90TRWnsrk42HNbSsLTURpsZa/fjpOZloh41/ohq+/u7lNqrMIOj0x\n", |
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1009 | "GdmXQ0OfpjAqulb7NzWCKPL90TRWnsrk42HNbSsLTURpsZa/fjpOZloh41/ohq+/u7lNqrMIOj0x\n", | |
1010 | "H3xD1BNv02rWi7T7dDpy5+oFKK8K9VJoVSefYU3QrWkTpnbtzPMbN3NZbT3TDRuO/opaW8KYHjW7\n", |
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1010 | "H3xD1BNv02rWi7T7dDpy5+oFKK8K9VJoVSefYU3QrWkTpnbtzPMbN3NZbT3TDRuO/opaW8KYHjW7\n", | |
1011 | "MrMqDGrpySMdfXhjU6xVii1j4iW0X32AaspMZE0CzGZH0yAPxjzRid2bLhB1yLrjvO1NSuaVbdtZ\n", |
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1011 | "MrMqDGrpySMdfXhjU6xVii1j4iW0X32AaspMZE0CzGZH0yAPxjzRid2bLhB1yLrjvO1NSuaVbdtZ\n", | |
1012 | "NKAfvQP8zWKDRCIh6IXHaD3/VY4/9ioZ63aaxY6aRqM38v7OBKKzS/lsREv83FTmNqlOkpJwmV+/\n", |
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1012 | "NKAfvQP8zWKDRCIh6IXHaD3/VY4/9ioZ63aaxY6aRqM38v7OBKKzS/lsREv83FTmNqlOkpJwmV+/\n", | |
1013 | "PEiTAHcemNgJB6e6t/DHUii5mMDhoU9TfC6We3b+QsMhvWut73ontAoiUO6fYgAAIABJREFUz1Y7\n", |
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1013 | "PEiTAHcemNgJB6e6t/DHUii5mMDhoU9TfC6We3b+QsMhvWut73ontAoiUO6fYgAAIABJREFUz1Y7\n", | |
1014 | "n2FNcH9IKwY3D+bFzdaREzEm7TQbjy3npeHzkcvM6y8wtJXXVbGVXmQ9YkvIzkCzaAbKSS8ja9XO\n", |
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1014 | "n2FNcH9IKwY3D+bFzdaREzEm7TQbjy3npeHzkcvM6y8wtJXXVbGVXmQ9YkvIzkCzaAbKSS8ja9XO\n", | |
1015 | "3ObQoJELDz/ThRMHk9i/LcYqU8xsi4vnnV3/sGTwILr4+prbHBoO7kXEH4u5OGcJlz7+wSo/0yvk\n", |
|
1015 | "3ObQoJELDz/ThRMHk9i/LcYqU8xsi4vnnV3/sGTwILr4+prbHBoO7kXEH4u5OGcJlz7+wSo/0yvk\n", | |
1016 | "lep5dWMsDnYyPhjcDFfbysIaRxTKo7yv//0kA+9vxz39miOV2qYKTYEoCCR9/ydHRk+m6fhR5WEb\n", |
|
1016 | "lep5dWMsDnYyPhjcDFfbysIaRxTKo7yv//0kA+9vxz39miOV2qYKTYEoCCR9/ydHRk+m6fhR5WEb\n", | |
1017 | "GtRuwNd6JbREQSD6nbvLZ1gTTOkcga+zM2/v3I1gwRfkorJ8Pl//Nk8PfAdv10bmNgeoEFuhPry+\n", |
|
1017 | "GtRuwNd6JbREQSD6nbvLZ1gTTOkcga+zM2/v3I1gwRfkorJ8Pl//Nk8PfAdv10bmNgeoEFuhPry+\n", | |
1018 | "0TrEllhciPqj6diNeBh5RA9zm3MVVw8HHn6uK4mX8ti25pxVJaNedzGGufsO8O2wIYT6VD4npKlx\n", |
|
1018 | "0TrEllhciPqj6diNeBh5RA9zm3MVVw8HHn6uK4mX8ti25pxVJaNedzGGufsO8O2wIYT6VD4npKlx\n", | |
1019 | "aduCbpu+J2fXYU4+M8MqI8nH5ZUxZd1FegS48VovPxS2nIU1jrpMx98roog9l81jk7sR2MLm92Yq\n", |
|
1019 | "aduCbpu+J2fXYU4+M8MqI8nH5ZUxZd1FegS48VovPxS2nIU1jrpMx98roog9l81jk7sR2MLm92Yq\n", | |
1020 | "1CmZHB83jfTV2+m64VuaPj7KLL5v9epXlPbnJiRy2V3lM6wJJBIJ8+7rQ25ZGZ8ePmJWW26FIAp8\n", |
|
1020 | "1CmZHB83jfTV2+m64VuaPj7KLL5v9epXlPbnJiRy2V3lM6wJJBIJ8+7rQ25ZGZ8ePmJWW26FIAp8\n", | |
1021 | "tWkWXVv2p1PzPuY25zqGhliH2BI1atQfz0DeuSeK/rUTgLcqODgqeOjJCIoLNaz97SR6neXnR1x5\n", |
|
1021 | "tWkWXVv2p1PzPuY25zqGhliH2BI1atQfz0DeuSeK/rUTgLcqODgqeOjJCIoLNaz97SR6neXnR1x5\n", | |
1022 | "9hyLjxzlp5HDCPG2vBuUsoEnnVcvwc7FmUNDnqb0kvVMzx5OKuStzXE828WXh0N9bM7YJiA1MZ9f\n", |
|
1022 | "9hyLjxzlp5HDCPG2vBuUsoEnnVcvwc7FmUNDnqb0kvVMzx5OKuStzXE828WXh0N9bM7YJiA1MZ9f\n", | |
1023 | "lxzEzcOBcU93tkV5NxGiKJKyfC0HBz2Bxz1hdFm3FMegpmazp94ILX1RCbHzayafYU2gkMn4YvBA\n", |
|
1023 | "lxzEzcOBcU93tkV5NxGiKJKyfC0HBz2Bxz1hdFm3FMegpmazp94ILX1RCbHzayafYU2gkMn4YvBA\n", | |
1024 | "diYk8se58+Y25z+sPfwTGl0p43q9YG5TbsrQEC8eDi2fRsywQLEl6nVoPnsPaZMAFGNqL2xJVVEo\n", |
|
1024 | "diYk8se58+Y25z+sPfwTGl0p43q9YG5TbsrQEC8eDi2fRsywQLEl6nVoPnsPaZMAFGNqL2xJVVEo\n", | |
1025 | "5YweH4ZSKeevH4+hLtOZ26Rb8mPUSX48eYpfRo4g2N1yHYZlKiVtF71FwDNjOTzyebI27TG3SbdF\n", |
|
1025 | "5YweH4ZSKeevH4+hLtOZ26Rb8mPUSX48eYpfRo4g2N1yHYZlKiVtF71FwDNjOTzyebI27TG3SbdF\n", | |
1026 | "FEX+OJXFZwdSeH9AEL2CLPeztVYEQeTw7jjW/RZF3xGtuXdoK2S2KO8mQZ2WReQjr5Cy7G86r/qC\n", |
|
1026 | "FEX+OJXFZwdSeH9AEL2CLPeztVYEQeTw7jjW/RZF3xGtuXdoK2S2KO8mQZ2WReQjr5Cy7G86r/qC\n", | |
1027 | "4JcnIJWbd/q73vyn4z79qTyfYWjN5DOsCdxUKpYOHcyXxyLZl5xibnOuci75GFtP/MmU4R+Y3S/r\n", |
|
1027 | "4JcnIJWbd/q73vyn4z79qTyfYWjN5DOsCdxUKpYOHcyXxyLZl5xibnOuci75GFtP/MmU4R+Y3S/r\n", | |
1028 | "dgwL8WJcBx9etzCxJQpGtF9/BEoVyiemWvzIgEwuZfCD7Wjs58bKb49SVGBZCzVEUWTJ0eP8L/oi\n", |
|
1028 | "dgwL8WJcBx9etzCxJQpGtF9/BEoVyiemWvzIgEwuZfCD7Wjs58bKb49SVGBZCzVEUWTJ0eP8L/oi\n", | |
1029 | "y0aNoKmrdQRwbPrYSMKXf0z0u4uJmf81otHyRgy1BoEP/0lib0I+n49sQasG5nOpqKuUFGlY9dNx\n", |
|
1029 | "y0aNoKmrdQRwbPrYSMKXf0z0u4uJmf81otHyRgy1BoEP/0lib0I+n49sQasG5nOpqKuUFGlY9dNx\n", | |
1030 | "EmNzGf9Cd4JbNTC3SXUSURRJ/X0DBwdMwr1zB7pu/A7nkNpdiXwr6oXQMlU+w5rA39WVzwb25+2d\n", |
|
1030 | "EmNzGf9Cd4JbNTC3SXUSURRJ/X0DBwdMwr1zB7pu/A7nkNpdiXwr6oXQMlU+w5rA39WVzwb25+2d\n", | |
1031 | "u7iQa/74RvklOSxZP4PJQ9/Dw9nyLwjDQrwY276hxYgtURTR/vwFYnEhqsnTkcisI3q2RCqhz5BW\n", |
|
1031 | "u7iQa/74RvklOSxZP4PJQ9/Dw9nyLwjDQrwY276hxYgtURTR/vwFYnEhqsnTkcisI3q2RCqhz5BW\n", | |
1032 | "tA33ZeW3R8jNLjG3SUD55/nRwUPsTEhg2agR+Dg5mdukKuHWsTXdtv5AQeQ5jj/yKrrLheY26So5\n", |
|
1032 | "tA33ZeW3R8jNLjG3SUD55/nRwUPsTEhg2agR+Dg5mdukKuHWsTXdtv5AQeQ5jj/yKrrLheY26So5\n", | |
1033 | "pTpe2RADwCfDWuDtaPrgufWNhJhcfv3yEE0C3Hnoqc44u9pWb5oCTUYOkY+9RtIPf9H5r88JnjYR\n", |
|
1033 | "pTpe2RADwCfDWuDtaPrgufWNhJhcfv3yEE0C3Hnoqc44u9pWb5oCTUYOkY+9RtIPf9H5r88JnjYR\n", | |
1034 | "qZ3lLOKo80JLFEUuzPqMoJfGo/Su2QTINUXHRj7M6NmDyZs2k1livhucUTDwxfr/t3ff0VGVWwOH\n", |
|
1034 | "qZ3lLOKo80JLFEUuzPqMoJfGo/Su2QTINUXHRj7M6NmDyZs2k1livhucUTDwxfr/t3ff0VGVWwOH\n", | |
1035 | "f1PTe68kpBJqQq/SiyBeUewodkUBC2C9NhSxIWDlKkVFsYECSu+9JrQQEhKSkE56nT7n+yPKd71S\n", |
|
1035 | "f1PTe68kpBJqQq/SiyBeUewodkUBC2C9NhSxIWDlKkVFsYECSu+9JrQQEhKSkE56nT7n+yPKd71S\n", | |
1036 | "QkgyM8n7rJU1M+HknE3KzJ637P0yw7pNoEtY8xdybSo3xflwRxc/Zq1Lp7DassmW/pdlmDPTsG+h\n", |
|
1036 | "QkgyM8n7rJU1M+HknE3KzJ637P0yw7pNoEtY8xdybSo3xflwRxc/Zq1Lp7DassmW/pdlmDPTsG+h\n", | |
1037 | "qu9NrefAcAaMiOanrw6RnV5i0VhMZjNv7NxNYkERS2++CS9H21zPYuftSY8fP8K1YxT7Rz1I5QnL\n", |
|
1037 | "qu9NrefAcAaMiOanrw6RnV5i0VhMZjNv7NxNYkERS2++CS9H21zPYuftSY8fP8K1YxT7Rz1I5QnL\n", | |
1038 | "d4hILqph2uo0bgj34PnB7bAT01hNymQys3NDKhtXnWTcHV3pNyxS7CpsBpIkkffjOvYNn4x7Qkf6\n", |
|
1038 | "d4hILqph2uo0bgj34PnB7bAT01hNymQys3NDKhtXnWTcHV3pNyxS7CpsBpIkkffjOvYNn4x7Qkf6\n", | |
1039 | "rl9slT1IrSflaybFm/c2ez/DpjA6MoK86mqm/LGBb28Zj5MFXqR/3vMFCrmSCX0fbvFrX6+b4nyQ\n", |
|
1039 | "rl9slT1IrSflaybFm/c2ez/DpjA6MoK86mqm/LGBb28Zj5MFXqR/3vMFCrmSCX0fbvFrX6+b4nyQ\n", | |
1040 | "gJl/pPP+2Ej8XVq+Ho1+/UqMh3bj+O95yBxsdwomLj4QF3d71q44Rr9hkXTrHdriMehNJp7fso1y\n", |
|
1040 | "gJl/pPP+2Ej8XVq+Ho1+/UqMh3bj+O95yBxsdwomLj4QF3d71q44Rr9hkXTrHdriMehNJp7fso1y\n", | |
1041 | "jZYl48da5O+hKcmVSmJefRK3bh04ctczxL76JEF3jLVILBtSS1l8OJ+ZN4TSK8TNIjG0ZpXlGn7/\n", |
|
1041 | "jZYl48da5O+hKcmVSmJefRK3bh04ctczxL76JEF3jLVILBtSS1l8OJ+ZN4TSK8TNIjG0ZpXlGn7/\n", | |
1042 | "4Tj2jirum9ofRzFS2Cy0hcUkz3gXbUFx/RuZTtGWDumyWvXbGJNGR8or8+nw9rPN2s+wqTzYrStd\n", |
|
1042 | "4Tj2jirum9ofRzFS2Cy0hcUkz3gXbUFx/RuZTtGWDumyWvXbGJNGR8or8+nw9rPN2s+wqTzYrStd\n", | |
1043 | "/Hx5dtMWjC3crDYpYw+7Tv3BU+Napo9hcxgf58PELr7M/KPlR7YMuzdj2LASh+fnInN1b9FrN4eQ\n", |
|
1043 | "/Hx5dtMWjC3crDYpYw+7Tv3BU+Napo9hcxgf58PELr7M/KPlR7YMuzdj2LASh+fnInN1b9FrN4eQ\n", | |
1044 | "cE/ueqw3iXuz2fZ7SouWf6jV63n8j/WYJYlF48bYfJL13/zHD6XXqk/IWPgtyc+/j1nXcpsPTGaJ\n", |
|
1044 | "cE/ueqw3iXuz2fZ7SouWf6jV63n8j/WYJYlF48bYfJL13/zHD6XXqk/IWPgtyc+/j1nXcpsPTGaJ\n", | |
1045 | "z/bn8tOJIj4cFyWSrGaQdqqQ5Z/tJ7qTHxMmJYgkqxlIkkT+LxvYN2wybt060Hf9V1adZEErT7Qy\n", |
|
1045 | "z/bn8tOJIj4cFyWSrGaQdqqQ5Z/tJ7qTHxMmJYgkqxlIkkT+LxvYN2wybt060Hf9V1adZEErT7Qy\n", | |
1046 | "P12Oa9cYvG/oZelQGkQmk/HKoPpaS2/v3ttiRQ9Lqgr4Yv0bTBs/Bzcn65xebaj/TrZaqoK8MXE/\n", |
|
1046 | "P12Oa9cYvG/oZelQGkQmk/HKoPpaS2/v3ttiRQ9Lqgr4Yv0bTBs/Bzcn65xebaj/TrZaqoK8MXE/\n", | |
1047 | "+h++xGHWXOTe1r+uraE8vJy4+4k+lF6o4ddvE9Fpm7/Abmmdhsmr1xLq6sq8kcOxs/BuoebgEtOe\n", |
|
1047 | "+h++xGHWXOTe1r+uraE8vJy4+4k+lF6o4ddvE9Fpm7/Abmmdhsmr1xLq6sq8kcOxs/BuoebgEtOe\n", | |
1048 | "vuu/QldUwqEJT6EtKG72a1Zpjby0IYO8Si0Lx0eLSu9NzGAwsWV1Mjs3pDLhvgR6DgxHJqYKm5wm\n", |
|
1048 | "vuu/QldUwqEJT6EtKG72a1Zpjby0IYO8Si0Lx0eLSu9NzGAwsWV1Mjs3pDLhvgR6DgxHJqYKm5wm\n", | |
1049 | "p4Cj987g3Kff0X3FPCJnPGQTgyitNtGqy84je8kvxL7ecv0Mm4JSLmfeyOEcLyziP4lJzX49o8nA\n", |
|
1049 | "p4Cj987g3Kff0X3FPCJnPGQTgyitNtGqy84je8kvxL7ecv0Mm4JSLmfeyOEcLyziP4lJzX49o8nA\n", | |
1050 | "/NUvMK7XJGKD45v9ei1hfJwPd3fzY8YfZ8kobd4ddKYzJ9B9NQ/752YjD2r5KbbmZu+gYsL93XHz\n", |
|
1050 | "/NUvMK7XJGKD45v9ei1hfJwPd3fzY8YfZ8kobd4ddKYzJ9B9NQ/752YjD2r5KbbmZu+gYsL93XHz\n", | |
1051 | "cOD7RQeoLKtrtmvlVlVx76+rGdQulNduGIjCCsqwNBeVqzPxS97BZ2R/9o96kOKt+5vtWlnlGqat\n", |
|
1051 | "cOD7RQeoLKtrtmvlVlVx76+rGdQulNduGIjCCsqwNBeVqzPxS97BZ2R/9o96kOKt+5vtWlnlGqat\n", | |
1052 | "SSXSy4E3R0bgbNf6kldLupBfxfJP96PRGLjvqX4EhNj+iLa1MRuNZC36gX2jHsSjd1f6bVqKW5eW\n", |
|
1052 | "SSXSy4E3R0bgbNf6kldLupBfxfJP96PRGLjvqX4EhNj+iLa1MRuNZC36gX2jHsSjd1f6bVqKW5eW\n", | |
1053 | "aSDfFBSvv/7665YOAiAzM5OAgKarPn5i2lv4jx+G74j+TXbOlqJWKBga3o45u/chl8no7Nd8oyTf\n", |
|
1053 | "aSDfFBSvv/7665YOAiAzM5OAgKarPn5i2lv4jx+G74j+TXbOlqJWKBga3o45u/chl8no7Nd8oyTf\n", | |
1054 | "bJ+HyWRk8vBZVl+G4FpEeTvi66zinW1ZdPB1wte56YfwTVnpaOe9it2TL6GM6dTk57cWcrmM8Bgf\n", |
|
1054 | "bJ+HyWRk8vBZVl+G4FpEeTvi66zinW1ZdPB1wte56YfwTVnpaOe9it2TL6GM6dTk57cWcrmM8Bgf\n", | |
1055 | "JDNsWHmKwFD3Ji+0mFpSykNr/mByty48nBDfqn4XL0cmk+HZpxtuXWM59cwctPkX8OwXj0zZdFP3\n", |
|
1055 | "JDNsWHmKwFD3Ji+0mFpSykNr/mByty48nBDfqn4XL0cmk+HZpxtuXWM59cwctPkX8OwXj0zZdFP3\n", | |
1056 | "+7IreHNLFg/2CGRiFz/kbeD72lLMZonDuzLZvOY0A0ZE0X94JEqVbS67sGZVp9JIvP95NDmFJCyb\n", |
|
1056 | "+7IreHNLFg/2CGRiFz/kbeD72lLMZonDuzLZvOY0A0ZE0X94JEqVbS67sGZVp9JIvP95NDmFJCyb\n", | |
1057 | "i9/oQcispGNBQUEB7du3v+px1hFtE7uwZS+16dmEP3anpUNpNB8nJxaPH8dXScdYm5rWLNc4kLqF\n", |
|
1057 | "i9/oQcispGNBQUEB7du3v+px1hFtE7uwZS+16dmEP3anpUNpNB8nJxaPH8dXScdYm5rWLNc4kLqF\n", | |
1058 | "o+m7eGLsG63yhW1QuAfPD2nHG1syOZTTtNvqzYW5aD94GbsHpqPs2DpGAq9EJpOR0K8doyZ04rfl\n", |
|
1058 | "o+m7eGLsG63yhW1QuAfPD2nHG1syOZTTtNvqzYW5aD94GbsHpqPs2DpGAq9EJpOR0K8doyZ04rfl\n", | |
1059 | "SZxOym+ycx/NL+Chtb8zs18f7uncehPWy/Hsl0C/LV9Tdz6fA+MebZJq8mZJ4tvEAj7dl8vske0Z\n", |
|
1059 | "SZxOym+ycx/NL+Chtb8zs18f7uncehPWy/Hsl0C/LV9Tdz6fA+MebZJq8mZJ4tvEAj7dl8vske0Z\n", | |
1060 | "HmXbSwKsTWW5hp++OkRmWgn3TulLXHxgq3wOtSRTnZbU2Z9x5M5nCH1gAj1/WWjR6u7Xo9WNaJm0\n", |
|
1060 | "HmXbSwKsTWW5hp++OkRmWgn3TulLXHxgq3wOtSRTnZbU2Z9x5M5nCH1gAj1/WWjR6u7Xo9WNaJm0\n", | |
1061 | "OhInzaLjO8/hFNmuCSKzHFc7OwaEhjBry3ZCXV1p34TVsAvKzjPvtxnMmDAPf/fgJjuvtQl0taOL\n", |
|
1061 | "OhInzaLjO8/hFNmuCSKzHFc7OwaEhjBry3ZCXV1p34TVsAvKzjPvtxnMmDAPf/fgJjuvtQl0taOL\n", | |
1062 | "vzNztmfh5agi3PP6R2LMZSVo5sxEfcu9qPoPa4IobYeHtxPtY7zZ9GsydbV6QsM9r+sFZltmFs9v\n", |
|
1062 | "vzNztmfh5agi3PP6R2LMZSVo5sxEfcu9qPoPa4IobYeHtxPtY7zZ9GsydbV6QsM9r+sFZltmFs9v\n", | |
1063 | "3cZ7w4cxNDysyeK0NQoHe/xvHgZmiRNTZ6P2csOlY1SjvreVWiOzt2aSV6lnzphIsR6rCUmSRHJS\n", |
|
1063 | "3cZ7w4cxNDysyeK0NQoHe/xvHgZmiRNTZ6P2csOlY1SjvreVWiOzt2aSV6lnzphIsR6rCUmSRHJS\n", | |
1064 | "Pmu/T6JT92BG/KsjDo7Wv0bI1pTsOszRe2agdHIg4ev38Ozd1SoT2YaOaLW6yfrMT7/DtWMk3kN6\n", |
|
1064 | "Pmu/T6JT92BG/KsjDo7Wv0bI1pTsOszRe2agdHIg4ev38Ozd1SoT2YaOaLW6yfrMT7/DtWMk3kN6\n", | |
1065 | "WzqUJhHh4cHnN47msT/W4ahW0zc46LrPqTdo+Wj1LCYOeJwI/7gmiNK6xfo68e6Nkby8IYMavYnx\n", |
|
1065 | "WzqUJhHh4cHnN47msT/W4ahW0zc46LrPqTdo+Wj1LCYOeJwI/7gmiNK6xfo68e6Nkby8IYMavYnx\n", | |
1066 | "cT6NPpdUXYX23RdQDR2HasiNTRil7fD2c+GeKX1ZvTyRtSuOMWZiF1Tqa58yWZVyhvkHDvH52DF0\n", |
|
1066 | "cT6NPpdUXYX23RdQDR2HasiNTRil7fD2c+GeKX1ZvTyRtSuOMWZiF1Tqa58yWZVyhvkHDvH52DF0\n", | |
1067 | "9m09mwgaSyaTETp5Ah59unL8sdco3XGIuPdmoXJteJHW1OJa3tqaxaD27jzYIxCFWJDdZDR1ejb/\n", |
|
1067 | "9m09mwgaSyaTETp5Ah59unL8sdco3XGIuPdmoXJteJHW1OJa3tqaxaD27jzYIxCFWJDdZDR1ejb/\n", | |
1068 | "mkxpSS0TH+qJb4BtdCiwJfrSCs688THl+5OIe2cGPsP7WTqkJtGqpg7rzueT/dVPxL4x3dKhNKmO\n", |
|
1068 | "mkxpSS0TH+qJb4BtdCiwJfrSCs688THl+5OIe2cGPsP7WTqkJtGqpg7rzueT/dVPxL4x3dKhNKmO\n", | |
1069 | "vj7MHzWSmZu3cLyw6LrPt3Tr+wR7t2dEN+uuLdaUwjwc+HBcFKtOFbM8saBROzql2ho0776AIr4P\n", |
|
1069 | "vj7MHzWSmZu3cLyw6LrPt3Tr+wR7t2dEN+uuLdaUwjwc+HBcFKtOFbM8saBROzql2ho0776AIr4P\n", | |
1070 | "6pvuaIYobYejk5qJD/VCqVbww5cHr6ltjyRJLE46xmdHjvL1v8aLJOt/uMRG0HfDYpTuLuwbdj/l\n", |
|
1070 | "6pvuaIYobYejk5qJD/VCqVbww5cHr6ltjyRJLE46xmdHjvL1v8aLJOt/uMRG0HfDYpTuLuwbdj/l\n", | |
1071 | "R05e9WskSeL3lBJe2XiOx3oH8UivIJFkNaHMtBK+XrgXVw8HJk3pK5KsJvZXyYY9g+9F5e5K/x3L\n", |
|
1071 | "R05e9WskSeL3lBJe2XiOx3oH8UivIJFkNaHMtBK+XrgXVw8HJk3pK5KsJvZXyYY9g+9F5e5K/x3L\n", | |
1072 | "W02SBa1s6vDk9LfwHzcE31EDmigq6xHo4kKkpyczNm+lf0gw3o6OjTrP1mOr2H9mMzNv/QiVsm3V\n", |
|
1072 | "W02SBa1s6vDk9LfwHzcE31EDmigq6xHo4kKkpyczNm+lf0gw3o6OjTrP1mOr2H9mMzNv/QiVsm3V\n", | |
1073 | "eHG2U3JDe3eWHikgp1JH92CXBg9HS5paNO++iCK6I+q7H7XKYeyWJpfLiIzzRac1sWHlSbz9nPHw\n", |
|
1073 | "eHG2U3JDe3eWHikgp1JH92CXBg9HS5paNO++iCK6I+q7H7XKYeyWJpfLiIzzRac1sWHlSbz9nPHw\n", | |
1074 | "unKhVrMk8cG+A2w+l8mym8cTbCN9C1uaXKXEd3h/HEICOPHkG5j1Bjx6dkZ2iZ2YWoOJebvPc/B8\n", |
|
1074 | "unKhVrMk8cG+A2w+l8mym8cTbCN9C1uaXKXEd3h/HEICOPHkG5j1Bjx6dkZ2iZ2YWoOJebvPc/B8\n", | |
1075 | "JXPGRNDJ37baFFkzg97EjnVnOLw7kxsndqFr71DkVrIQu7WoScvixJTXKd11hG6fv0nw3eNsomQD\n", |
|
1075 | "JXPGRNDJ37baFFkzg97EjnVnOLw7kxsndqFr71DkVrIQu7WoScvixJTXKd11hG6fv0nw3eNsomQD\n", | |
1076 | "tMHF8MVb9lGTmkn4E3dbOpRmM6hdKC8P7M9jf6wju+LaF3en5Z3gxz2fMWPChziobbdy+fXwcFDx\n", |
|
1076 | "tMHF8MVb9lGTmkn4E3dbOpRmM6hdKC8P7M9jf6wju+LaF3en5Z3gxz2fMWPChziobbdy+fXwcFDx\n", | |
1077 | "wdhI0kvqeH9nNkbz1Ue2JK0GzfsvIw+LQn3vEyLJ+i8ymYxeg8K56a5ubFx1ir1bzmK+zPdUZzTy\n", |
|
1077 | "wdhI0kvqeH9nNkbz1Ue2JK0GzfsvIw+LQn3vEyLJ+i8ymYxeg8K56a5ubFx1ir1bzmK+zPdUZzTy\n", | |
1078 | "wpZtHCsq4pt/jcfPuW3+Dl4LvzGD6LdpKaW7DnN44vR/1NzKrdQybU0aMmDBzTEEi156TaYwr5Jv\n", |
|
1078 | "wpZtHCsq4pt/jcfPuW3+Dl4LvzGD6LdpKaW7DnN44vR/1NzKrdQybU0aMmDBzTEEi156TaYwr5Jv\n", | |
1079 | "P92Hps7A/dP6ExrhZemQWhVjdS1n3vyEg7dMwWdEf/puWIxbfAdLh9UsWkWiZdLqSHnlIzq89Qxy\n", |
|
1079 | "P92Hps7A/dP6ExrhZemQWhVjdS1n3vyEg7dMwWdEf/puWIxbfAdLh9UsWkWiZdLqSHnlIzq89Qxy\n", | |
1080 | "u9Y9SjM6MoKnevbgobW/U1Dd8L6I5TXFzF/9PI+NfpVAz7DmC9AGONspmTMmkhqdiTe3nENnvHzV\n", |
|
1080 | "u9Y9SjM6MoKnevbgobW/U1Dd8L6I5TXFzF/9PI+NfpVAz7DmC9AGONspmTMmkhqdiTe3nENnvHzV\n", | |
1081 | "c0mnRfvhv5EHhGB3/1MiybqMkHBPJj3Zj9ysclYuO0Jdzd+LxZZrNDy09g8MZjNLxo/D3V4kBA1l\n", |
|
1081 | "c0mnRfvhv5EHhGB3/1MiybqMkHBPJj3Zj9ysclYuO0Jdzd+LxZZrNDy09g8MZjNLxo/D3V4kBA1l\n", | |
1082 | "H+hLz58X4jWwB/tGTKZg9RYkSWJPZgXPrD3LzXE+zLyhHfaiX2GTMBpM7NqYxsplR+k7JIJxd3TF\n", |
|
1082 | "H+hLz58X4jWwB/tGTKZg9RYkSWJPZgXPrD3LzXE+zLyhHfaiX2GTMBpM7NqYxsplR+k7JIJxd3TF\n", | |
1083 | "3sE2RlhswV/ThLsH3oWhrJIBO5YT9sjtVtUEuqnJpJYqP34VW7duJSEhoVFfm/HRMiqPp5Cw7N0m\n", |
|
1083 | "3sE2RlhswV/ThLsH3oWhrJIBO5YT9sjtVtUEuqnJpJYqP34VW7duJSEhoVFfm/HRMiqPp5Cw7N0m\n", | |
1084 | "jsp6LT12nF9On+HbW8bj6XDlnXRGk4HZPzxO57De3Nb/0RaK0PoZzRIf7MymuFbPmyMjcPqfBd2S\n", |
|
1084 | "jsp6LT12nF9On+HbW8bj6XDlnXRGk4HZPzxO57De3Nb/0RaK0PoZzRIf7MymuFbPmyMjcPqfBd2S\n", | |
1085 | "Xo/2o1eRubpj99hMZDbamqglmU1m9m5N53RSPuPu7EpQOw+yKip4/I/1jIpoz/TevUQtp+tQkZjM\n", |
|
1085 | "Xo/2o1eRubpj99hMZDbamqglmU1m9m5N53RSPuPu7EpQOw+yKip4/I/1jIpoz/TevUQtp+tQkZjM\n", | |
1086 | "yafnUOzhzfobb2fmhHiifRq3jED4p9yscjauOomPnwvDxsfhZIGeqa1Z1ak0Ul7+CJNWR9ycZ3Hv\n", |
|
1086 | "yafnUOzhzfobb2fmhHiifRq3jED4p9yscjauOomPnwvDxsfhZIGeqa1Z1ak0Ul7+CJNWR9ycZ3Hv\n", | |
1087 | "btvlXBITExk27Oo7z60qhZR0WmR21/ZOV5NTSNZ/fqDfpqXNFJV1eqBbV6p1eh5Zu45lN4/Dxe7y\n", |
|
1087 | "btvlXBITExk27Oo7z60qhZR0WmR21/ZOV5NTSNZ/fqDfpqXNFJV1eqBbV6p1eh5Zu45lN4/Dxe7y\n", | |
1088 | "TwjfbPsQZ3tXJvSzvWbRzUkplzFrcDu+OJDH02vSeHNkewJc67+PktGAduGbyBydsHtUJFkNJVfI\n", |
|
1088 | "TwjfbPsQZ3tXJvSzvWbRzUkplzFrcDu+OJDH02vSeHNkewJc67+PktGAduGbyBydsHtUJFkNJVfI\n", | |
1089 | "GTgymqBQd1Z/l0RAV2/mFR1jep+e3BbXOqcFWpIpNprVz7xM9Pq13LHwbRzdpiDdMVaMtF4nvc7I\n", |
|
1089 | "GTgymqBQd1Z/l0RAV2/mFR1jep+e3BbXOqcFWpIpNprVz7xM9Pq13LHwbRzdpiDdMVaMtF4nvc7I\n", | |
1090 | "7k1ppJ0qYthNHYju5G/pkFoVfXkV6e99SeHabUS98CjBd41Dpmg7z6lWNdas/eI9pGtspnzmtQW0\n", |
|
1090 | "7k1ppJ0qYthNHYju5G/pkFoVfXkV6e99SeHabUS98CjBd41Dpmg7z6lWNdas/eI9pGtspnzmtQW0\n", | |
1091 | "e/h2HEKarqq8rZjaqwcJAf48sW4DGoPhksdsP7GaU9mHeXLcm8hlVvXjtgpymYwpfYO5Kc6bp9em\n", |
|
1091 | "e/h2HEKarqq8rZjaqwcJAf48sW4DGoPhksdsP7GaU9mHeXLcm8hlVvXjtgpymYwpfYO5Kc6bp9em\n", | |
1092 | "caKgGsloRPvJ26BQYvfEi23qCaGptI/1xW+UH0eOZPOAKZKb2kdaOiSbdziniid/O0PXdh48vGgW\n", |
|
1092 | "caKgGsloRPvJ26BQYvfEi23qCaGptI/1xW+UH0eOZPOAKZKb2kdaOiSbdziniid/O0PXdh48vGgW\n", | |
1093 | "vX6cz/nFv3DkrmfQ5BRaOjyblXW2hGUL96LXmZg8vb9IspqQZDKRs3w1ewbdDZLEgN0rCLn35jb3\n", |
|
1093 | "vX6cz/nFv3DkrmfQ5BRaOjyblXW2hGUL96LXmZg8vb9IspqQZDKRs3w1ewbdDZLEgN0rCLn35jb3\n", | |
1094 | "nGpVr7xSVTn6X5Y1+PjibQeoSk4n/Ml7mi8oKyaTyXhxQD9CXF2Zun7TP5Kt9IJTfL9zIc/d8gGO\n", |
|
1094 | "nGpVr7xSVTn6X5Y1+PjibQeoSk4n/Ml7mi8oKyaTyXhxQD9CXF2Zun7TP5Kt9IJTfL9zIc/d8gGO\n", | |
1095 | "di4WitI2jI/zYdbgdry1NYvfv/wOjAbsn3oJWStsatzcJEnik0NH+OL0ce57oi+hfu58++l+LuRX\n", |
|
1095 | "di4WitI2jI/zYdbgdry1NYvfv/wOjAbsn3oJWStsatzcJEnik0NH+OL0ce57oi+hfu58++l+LuRX\n", | |
1096 | "WTo0m6Q3mvniQC7z95znxSFhTEoIQC6T4dopmj7rvsKzXwL7Rj1A9tKV1/xGtS3TagxsWHmSTb+e\n", |
|
1096 | "WTo0m6Q3mvniQC7z95znxSFhTEoIQC6T4dopmj7rvsKzXwL7Rj1A9tKV1/xGtS3TagxsWHmSTb+e\n", | |
1097 | "YsTNcYy5rTMOjq17jW9LqkhMZv/YR8j7aT09Vswjbu4M1B5tc5dxo9doZWdns2TJEuRyOWq1mqlT\n", |
|
1097 | "YsTNcYy5rTMOjq17jW9LqkhMZv/YR8j7aT09Vswjbu4M1B5tc5dxo9doZWdns2TJEuRyOWq1mqlT\n", | |
1098 | "p+Ls/PdtxSUlJXz++eeYzWaMRiMTJ06kS5culzzf1q1biY+KoO71aahvvhvVoFFXvL5Zp2fP4HuJ\n", |
|
1098 | "p+Ls/PdtxSUlJXz++eeYzWaMRiMTJ06kS5culzzf1q1biY+KoO71aahvvhvVoFFXvL5Zp2fP4HuJ\n", | |
1099 | "nT0d3+G218+wKRnNZl7ZtoO86mo+HzsGZ7WaitpSXv5mEpOHz6Rn1BBLh2gTJLOJjP98xluyrvTp\n", |
|
1099 | "nT0d3+G218+wKRnNZl7ZtoO86mo+HzsGZ7WaitpSXv5mEpOHz6Rn1BBLh2gTJLOJjP98xluyrvTp\n", | |
1100 | "FMYjfUNELaJrpDeZeGX7TrIrKvn0xlEXy5CkHMtn2+8pDBodQ+cerbcTQVPLLtfwzvYsglztmT4g\n", |
|
1100 | "FMYjfUNELaJrpDeZeGX7TrIrKvn0xlEXy5CkHMtn2+8pDBodQ+cerbcTQVPLLtfwzvYsglztmT4g\n", | |
1101 | "BFf7Syf+NWezOfXsHGQKOZ0+fBGniNbX4LwpnT1dxNY1p4mM82PQqGjUotF2k6nLyiVtziLKDx0n\n", |
|
1101 | "BFf7Syf+NWezOfXsHGQKOZ0+fBGniNbX4LwpnT1dxNY1p4mM82PQqGjUotF2k6nLyiVtziLKDx0n\n", | |
1102 | "5pUpBNw6qtVObTd0jVaj62i99957PPfcc4wePRovLy9WrVpF795/r8a+bds2+vfvz8SJE+nRowef\n", |
|
1102 | "5pUpBNw6qtVObTd0jVaj62i99957PPfcc4wePRovLy9WrVpF795/r8a+bds2+vfvz8SJE+nRowef\n", | |
1103 | "ffYZw4cPv+T5MjMzCQwLR9m5O7rP5qJoH4Pc5/JDuOc+XY5ZZyDquYcaE36rIpfJGBoexqkLxSxO\n", |
|
1103 | "ffYZw4cPv+T5MjMzCQwLR9m5O7rP5qJoH4Pc5/JDuOc+XY5ZZyDquYcaE36rIpfJGBoexqkLxSxO\n", | |
1104 | "Os7QdiEsXD2DntGDGRk/0dLh2QTJbEa3ZAEuxTmMfOge1p6tZFdmBb1D3VCLujkNUq7R8Pgf67FT\n", |
|
1104 | "Os7QdiEsXD2DntGDGRk/0dLh2QTJbEa3ZAEuxTmMfOge1p6tZFdmBb1D3VCLujkNUq7R8Pgf67FT\n", | |
1105 | "KPhkzCjc/mtnoY+/C+1jfdnxewoFOZWEtPcUDXiv4K8CpO/vOs/d3fx5sGcA9lf4fqm93Am640ZM\n", |
|
1105 | "KPhkzCjc/mtnoY+/C+1jfdnxewoFOZWEtPcUDXiv4K8CpO/vOs/d3fx5sGcA9lf4fqm93Am640ZM\n", | |
1106 | "dRpOTJsNgFtC3CXrbrVltdU6Nqw6RUpSPmMmdiG+TygKsVuzSehKykh763NS/j0fv9ED6fLZ67h1\n", |
|
1106 | "dRpOTJsNgFtC3CXrbrVltdU6Nqw6RUpSPmMmdiG+TygKsVuzSehKykh763NS/j0fv9ED6fLZ67h1\n", | |
1107 | "7dBqkyxo5jpaeXl5BAQE4PFn7724uDgKC/+5RmDcuHHExdW3eNHr9Xh6Xr2xqTwwFLspL6L95G3M\n", |
|
1107 | "7dBqkyxo5jpaeXl5BAQE4PFn7724uDgKC/+5RmDcuHHExdW3eNHr9Xh6Xr2xqTwwFLspL6L95G3M\n", | |
1108 | "hbmXPEaTU0jWFyvoMLt1VYC/HnKZjFcHDaB7gD8TVnwDSldu6/+YpcOyCZIkof/mU8x557F/7i3c\n", |
|
1108 | "hbmXPEaTU0jWFyvoMLt1VYC/HnKZjFcHDaB7gD8TVnwDSldu6/+YpcOyCZIkof/mU8x557F/7i3c\n", | |
1109 | "XJ14e3QEfs5qnl6TRkGV7uonaeOyKyq5a9VvxPv7MW/UCBxU/9wO7+3rzL1P9kVtr+TrhXvJTCu+\n", |
|
1109 | "XJ14e3QEfs5qnl6TRkGV7uonaeOyKyq5a9VvxPv7MW/UCBxU/9wO7+3rzL1P9kVtr+TrhXvJTCu+\n", | |
1110 | "xJmESq2R1zdnsiG1lHnjohgd49WgFyuZQkG7h2+n7/qvKN1xiAPjHqUq+WwLRGz9zGaJE4dz+Prj\n", |
|
1110 | "xJmESq2R1zdnsiG1lHnjohgd49WgFyuZQkG7h2+n7/qvKN1xiAPjHqUq+WwLRGz9zGaJE4dz+Prj\n", | |
1111 | "vbh5OHDftP6EhItG203BWFtH+odL2DPoHmQKOQN3ryDi6ckoHa+/r2xrccXx0oqKChYsWPCPz3fs\n", |
|
1111 | "vbh5OHDftP6EhItG203BWFtH+odL2DPoHmQKOQN3ryDi6ckoHa+/r2xrccXx0oqKChYsWPCPz3fs\n", | |
1112 | "2BFX17/PtSqVSkwmE4pLLHK7cOECixYt4rHHGvbCr+yUgHTr/Wg+eAXH1xcic/77tVJenU+7hybi\n", |
|
1112 | "2BFX17/PtSqVSkwmE4pLLHK7cOECixYt4rHHGvbCr+yUgHTr/Wg+eAXH1xcic/77tVJenU+7hybi\n", | |
1113 | "2O76+/61JjKZjF6uxewynuOgoSfFtRpRFPIqJElCv/xzTOdScXjhXWT29U8OSrmMqf1DWHO6mKfX\n", |
|
1113 | "2O76+/61JjKZjF6uxewynuOgoSfFtRpRFPIqJElCv/xzTOdScXjhXWT29U8OSrmMqf1DWHO6mKfX\n", | |
1114 | "pvHy0DC6BIh1bpdyNL+AZzZuZmrvnky8ys5ClVrJ8PFxRMX5sXHVScKivBl8Y6yYuvlTYl4VH+w8\n", |
|
1114 | "pvHy0DC6BIh1bpdyNL+AZzZuZmrvnky8ys5ClVrJ8PFxRMX5sXHVScKivBl8Y6yYuvlTYl4VH+w8\n", | |
1115 | "z5BID14ZFoaqEaOpju2C6PHTAnK/X8uRO57Gb+xgomY+jNq76ZrS25KCnAq2rjmNXCHn1sk98Ats\n", |
|
1115 | "z5BID14ZFoaqEaOpju2C6PHTAnK/X8uRO57Gb+xgomY+jNq76ZrS25KCnAq2rjmNXCHn1sk98Ats\n", | |
1116 | "m+uEmprZYCT3+7VkzFuKZ794+q7/SrwmX8YVn93c3d157bXX/vH5/Px8Vq5c+bfPGQyGSyZZGRkZ\n", |
|
1116 | "m+uEmprZYCT3+7VkzFuKZ794+q7/SrwmX8YVn93c3d157bXX/vH5/Px8Vq5c+bfPGQyGSyZZGRkZ\n", | |
1117 | "rFixgilTpuDl1fDKuqqhYzEX5KJd8Cb2z7+DTFn/Drlo3U5q0rLo+vkbDT5XW3GuMIXvdizg87v+\n", |
|
1117 | "rFixgilTpuDl1fDKuqqhYzEX5KJd8Cb2z7+DTFn/Drlo3U5q0rLo+vkbDT5XW3GuMIXvdizg87v+\n", | |
1118 | "w6acaib9tpol48cR7CqeWC5FMpvQLVmAOTcLh+fnInP8Z1I6Ps6HIDc7Zm/N4qGegYyOEdWh/yJJ\n", |
|
1118 | "w6acaib9tpol48cR7CqeWC5FMpvQLVmAOTcLh+fnInP8Z1I6Ps6HIDc7Zm/N4qGegYyOEdWh/yJJ\n", | |
1119 | "Ej8mn+aTw0d4b/gw+oU0fO1Vu0gv7p82gB3rzrBs4V7G3NqZkPZtd4TBYDKz7GgB29PLmXFDKAlB\n", |
|
1119 | "Ej8mn+aTw0d4b/gw+oU0fO1Vu0gv7p82gB3rzrBs4V7G3NqZkPZtd4TBYDKz7GgB29PLmXFDKAlB\n", | |
1120 | "1/c3K5PJCLlnPH43Dibjw8XsvuEe2k+dRLsHb7OZ9ibXq65Gx66NaWSmlTBodDRx3QJb9TRWS5Ek\n", |
|
1120 | "1/c3K5PJCLlnPH43Dibjw8XsvuEe2k+dRLsHb7OZ9ibXq65Gx66NaWSmlTBodDRx3QJb9TRWS5Ek\n", | |
1121 | "iaI/dpD2ziIcAn1J+OY93LrGWjosq9aoNVouLi6sWbOGhIQEHBwcSElJoaSkhF69ev3tuCNHjrBh\n", |
|
1121 | "iaI/dpD2ziIcAn1J+OY93LrGWjosq9aoNVouLi6sWbOGhIQEHBwcSElJoaSkhF69ev3tuCNHjrBh\n", | |
1122 | "wwamT5/+jxGw/3WpXoeKTvEYj+7DdPo4ioS+mGrqSLxvJp3nv4RTeMi1ht2qVdaW8fZPT/DA8FnE\n", |
|
1122 | "wwamT5/+jxGw/3WpXoeKTvEYj+7DdPo4ioS+mGrqSLxvJp3nv4RTeMi1ht2qVdaW8fZPT/DA8FnE\n", | |
1123 | "hXYnIcAfhUzGqzt2MSg0FA8HUYn7v0lGI7pF7yOVFuMwc84lk6y/BLra0TfUjU/25VJYrSM+0KXN\n", |
|
1123 | "hXYnIcAfhUzGqzt2MSg0FA8HUYn7v0lGI7pF7yOVFuMwc84lk6y/BLra0TfUjU/25VJYrSM+0KXN\n", | |
1124 | "F93UGo28vnM32zKz+Wr82EY1hlYq5UR28MXDy5ENK09SVaElOMwTRRtbE5dToeWVjRkYzfD26AjC\n", |
|
1124 | "F93UGo28vnM32zKz+Wr82EY1hlYq5UR28MXDy5ENK09SVaElOMwTRRtbE5dToeWVjRkYzfD26AjC\n", | |
1125 | "PZtuykXhYIfP0L74juhPzje/kbHgaxxCA3BsH9Jqkw6zyUzSgfOsXXGMwFB3xt8dT0CIe6v9/7ak\n", |
|
1125 | "PZtuykXhYIfP0L74juhPzje/kbHgaxxCA3BsH9Jqkw6zyUzSgfOsXXGMwFB3xt8dT0CIe6v9/7ak\n", | |
1126 | "sv3HOP7Yq5TtPUqHN6YROfNh7P19LB2WxTR0jVajdx1mZWWxePFiFAoFarWaadOm4ezsTGJiInq9\n", |
|
1126 | "sv3HOP7Yq5TtPUqHN6YROfNh7P19LB2WxTR0jVajdx1mZWWxePFiFAoFarWaadOm4ezsTGJiInq9\n", | |
1127 | "nj59+vDggw8SEhKC/M8FmXK5nH//+9+XPN/lKsNLWg2a2c+g7DuE9H15mDRaOn/0UmNCbrWMJgNz\n", |
|
1127 | "nj59+vDggw8SEhKC/M8FmXK5nH//+9+XPN/lKsNLWg2a2c+g7DuE9H15mDRaOn/0UmNCbrWMJgNz\n", | |
1128 | "fnqS6KCu3Dnoyb/9269nUpl/4BD/GXcjMd5iNAZAMujRfjIHTAbsp72KTN2w6s9VWiNvb8tCIYdZ\n", |
|
1128 | "fnqS6KCu3Dnoyb/9269nUpl/4BD/GXcjMd5iNAZAMujRfjIHTAbsp72KTN2w6s9VWiNvb8tCIYdZ\n", | |
1129 | "N7TDvY225cirqmb6xk2Eubnx5pAbcLzEeqxrpanTs21tCoV5lYy5rTOBoa1/msssSaw5XcJ3SYXc\n", |
|
1129 | "N7TDvY225cirqmb6xk2Eubnx5pAbcLzEeqxrpanTs21tCoV5lYy5rTOBoa1/msssSaw5XcJ3SYXc\n", | |
1130 | "l+DPuA7ezZ4MFG/dz5nXF2If6Efsm9Nwibn6i4Qtyc0qY+uaFOwdVQy7qQPefmK6vymU7T9GxoJl\n", |
|
1130 | "l+DPuA7ezZ4MFG/dz5nXF2If6Efsm9Nwibn6i4Qtyc0qY+uaFOwdVQy7qQPefmK6vymU7T9GxoJl\n", | |
1131 | "1GWcJ+r5RwmYMFJstKDhuw5togWPuayY2pemkH6qlo5rf2iztTguRZIkFm+eS3FlPs/fOh/5JSqY\n", |
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1192 | "GVEd/eiYEEhQu79P4RbX6vnlxAW2pJdxQ3sPbu/i22p7WTYlSZLIy67gdFIeaaeK8A10pWN8IFEd\n", | |
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1199 | "zZKZz/94jSpNOTNumYdKaZ1xlmk0vLFzN1kVlcwdPoQO3te+aaExJJMJ3TefYE5Lxv65t5B7t84n\n", | |
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1208 | "SGYz+p+XYjy0C4cZbyEPsI66QZIk8e32eaTlneDlOz5rlqrvzaWguoaXt++gzmBg7rAhzVIGwnjs\n", | |
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1218 | "ItG6AuPpY+g+eRv1HQ+jumFUi1zzUn47sJTdyX/w2l1f4upo2wuVM8sreGHrdpxUSmb173dd/fLM\n", | |
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1219 | "JUVoP3kbmZML9o/PsrqpXktLLa7lu6RCjhdUUW0spleIMy8OSsCtFRYevV61ehO7zpWz8WwZBVU6\n", | |
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1220 | "hkd6MiLakzCPxk/PS2aJ4sLq+sTrXBl5WeW4ezoQGuFFaIQXwWEeVy0bYQ0kSaK6UktJYTXFRTVc\n", | |
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1221 | "yK/ifEYpjs52hEV5ERblTXCYJyp160gczEYjhrJKJJMZyWwGs4QkmUGSkMwSmM3/f4sEZgmlsxNq\n", | |
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1222 | "L3ermZoUrItItK7CnH8ezYf/RtlrUP2OxBaeklp/dAUbjv7Aa3d/haez9bWMaQyj2cwPp07zn6OJ\n", | |
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1223 | "9A0JZlqvngS5ulzbOY7uQ7f4I1RjJ6Iac1ubnCq8EqPZzB9n01l0NBFXtQs9fGM4nq/DXiVnWKQn\n", | |
1224 | "QyM88HVuHaMrjWWWJE4W1rAprYx92ZV0DXBmVLQXPUNcm6XIqMlkpjC3kvPnyjifUUphbiVung54\n", |
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1224 | "QyM88HVuHaMrjWWWJE4W1rAprYx92ZV0DXBmVLQXPUNcm6XIqMlkpjC3kvPnyjifUUphbiVung54\n", | |
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1225 | "eDnh4e2Ep7cj7l71tw5OaouMCOm0BooLaygpqq5PrAqrKSmqQalS4O3njI+/Cz7+LoS097zqTkFB\n", | |
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1227 | "93g8Ha785C0ZDehXfInx6D7sn3wJRVRcC0VrGwwmE2vTzrLoaBL+zk5M6dmdXoGByGQyJEkiuaiW\n", | |
1228 | "rell7M6sINzTgWGRngwIc7NoP8WWVlitY2t6OZvSSrFTyhkV7cWwSA/cHVp256DBYKKsuJbykr8+\n", |
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1228 | "rell7M6sINzTgWGRngwIc7NoP8WWVlitY2t6OZvSSrFTyhkV7cWwSA/cHVp256DBYKKsuJbykr8+\n", | |
1229 | "6igvraWsuBYADy9HPLzrkzAPL0fcPB1QqZQo1XKUSgVKlRylSoFSKb9iUmY2mdFqjWjrDGjq9Gg1\n", |
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1229 | "6igvraWsuBYADy9HPLzrkzAPL0fcPB1QqZQo1XKUSgVKlRylSoFSKb9iUmY2mdFqjWjrDGjq9Gg1\n", | |
1230 | "BjR1BrR1BrR/Pq6sqB+x0moMePnWJ1R/JVbe/i44OrXtpFwQrodItBpIMujRfTkPc2Eu9s++idzd\n", |
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1230 | "BjR1BrR1BrR/Pq6sqB+x0moMePnWJ1R/JVbe/i44OrXtpFwQrodItBpIMujRfTkPc2Eu9s++idzd\n", | |
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1231 | "s1mvt+f0er7bsYBX71xEgKf1tbVpSiV1dSw6msjvaenc17Uz93XtcsnK8uYLBWg/fguZpzf2jzyH\n", | |
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1232 | "zNn21qo1F73JxG9nUvky8Rihbq480aM7PQIvn5zrTWYO51SxNb2MpPwauge5MCzSkx7BLqius8+f\n", | |
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1233 | "tanVmziWX01iXv1Hrd7EwHB3RkV7EeXtYJVriTR1BipKaykrqatPwkrrqCrXYDCYMBpMGA3mP29N\n", | |
1234 | "mMwSSuX/J18qlQKFSo5Bb0JbZ0CvN2Fnp8TBUYW9owp7RzUODn/dV+HgoMLZ1R5vf2fcPRybtLG2\n", |
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1234 | "mMwSSuX/J18qlQKFSo5Bb0JbZ0CvN2Fnp8TBUYW9owp7RzUODn/dV+HgoMLZ1R5vf2fcPRybtLG2\n", | |
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1235 | "IAgi0bomkiRh+G05hp0bsX9uNoqQpqlO/78OpW1n8eZ3eOX2zwjxiWyWa1ij85WVfHzoCIfy8nm8\n", | |
1236 | "RwK3dYhF9eeCUeOhXeiWfYxq/F0220qnOeiMRladSeWrxGNEenrwePcE4gP8r+kc1TojuzMr2Jpe\n", |
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1236 | "RwK3dYhF9eeCUeOhXeiWfYxq/F0220qnOeiMRladSeWrxGNEenrwePcE4gP8r+kc1TojuzMr2Jpe\n", | |
1237 | "xvkKHfGBLnT0c6KjnxPhng7XVQzVEoxmidQLtSTmV3M0r5rMMg0dfJ3oHuRCQpAr4Z72TVZR3xqY\n", |
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1237 | "xvkKHfGBLnT0c6KjnxPhng7XVQzVEoxmidQLtSTmV3M0r5rMMg0dfJ3oHuRCQpAr4Z72TVZR3xqY\n", | |
1238 | "zRImownDxeTLjNFoQqVWYO+gwt5eJZInQbAgkWg1gmHfNvTLP0d91yMoB4xo0hf9/Wc2s3TLu7xw\n", |
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1238 | "zRImownDxeTLjNFoQqVWYO+gwt5eJZInQbAgkWg1gmHfNvTLP0d91yMoB4xo0hf9/Wc2s3TLu7xw\n", | |
1239 | "28e09+/QZOe1JaeLi/nowCFyqqqY1rULgw9sQjqdhP1Tr6Bo37qqvDeW1mjk59MpLEk6TgdvLx7v\n", |
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1239 | "28e09+/QZOe1JaeLi/nowCFyqqqY1rULgw9sQjqdhP1Tr6Bo37qqvDeW1mjk59MpLEk6TgdvLx7v\n", | |
1240 | "0Z0uftdfnLWoWs+xgmqSi2pJLqqhtNZArI8THf2diPNzooOPE45WtujZLEnkVepI+nPU6nhBDf4u\n", |
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1240 | "0Z0uftdfnLWoWs+xgmqSi2pJLqqhtNZArI8THf2diPNzooOPE45WtujZLEnkVepI+nPU6nhBDf4u\n", | |
1241 | "ahKCXOge5EJHP2fsmqk3pCAIwtWIRKuRTNnp6BZ9gMzTG7sHn0buef2Vz9cfXcHag9/w/G0LaOfb\n", |
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1241 | "ahKCXOge5EJHP2fsmqk3pCAIwtWIRKuRTNnp6BZ9gMzTG7sHn0buef2Vz9cfXcHag9/w/G0LaOfb\n", | |
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1242 | "thMKSZLYs3Et85NTwdGZBwYOYkRsTIu387E2OZVVrElL48fkFLr6+fJ49wQ6+jbfJokqrZHTF2pJ\n", | |
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1243 | "LqrldFENZ0s0BLraXRzxivZxxNtRhb2q+ZOvWr2JnAotuZU6ciu15FTqyK3Qkl+lw91BRdcAZ7oH\n", | |
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1244 | "uxAf6NLi660EQRAuRyRa10EyGjCsWYFhy9rrGt2SJIkVuz7hyNkdvDjxY3zcApshWtthzstGt2wh\n", | |
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1246 | "JjPppRpO/znilVGqobTOgFIuw9NRhZejCk9HFZ4OKryclH/e1j/2cKhPkg1mCb1RwmA2ozdJGEz/\n", | |
1247 | "f2swSRfvl2uM5FTWJ1Y5FVo0BjPBbnYEu9kT4m538X6wmx0OLZDoCYIgNIZItJrA/49ueWH34DPX\n", |
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1247 | "f2swSRfvl2uM5FTWJ1Y5FVo0BjPBbnYEu9kT4m538X6wmx0OLZDoCYIgNIZItJrA/49ueWH34DPX\n", | |
1248 | "NLplNBn4z4a3yC/LYtat822+Ttb1kLQa9L99h2HHetQTJqEadtPfivrlV1fz25k0fj2TipNaxYTY\n", |
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1248 | "NLplNBn4z4a3yC/LYtat822+Ttb1kLQa9L99h2HHetQTJqEadtPfivrlV1fz25k0fj2TipNaxYTY\n", | |
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1309 | "tARBEARBEJqJSLQEQRAEQRCaiUi0BEEQBEEQmolItARBEARBEJqJSLQEQRAEQRCaiUi0BEEQBEEQ\n", |
|
1309 | "tARBEARBEJqJSLQEQRAEQRCaiUi0BEEQBEEQmolItARBEARBEJqJSLQEQRAEQRCaiUi0BEEQBEEQ\n", | |
1310 | "msn/AbPOyGwnPY5DAAAAAElFTkSuQmCC\n" |
|
1310 | "msn/AbPOyGwnPY5DAAAAAElFTkSuQmCC\n" | |
1311 | ], |
|
1311 | ], | |
1312 | "text/plain": [ |
|
1312 | "text/plain": [ | |
1313 | "<matplotlib.figure.Figure at 0x10f01b310>" |
|
1313 | "<matplotlib.figure.Figure at 0x10f01b310>" | |
1314 | ] |
|
1314 | ] | |
1315 | }, |
|
1315 | }, | |
1316 | "metadata": {}, |
|
1316 | "metadata": {}, | |
1317 | "output_type": "display_data" |
|
1317 | "output_type": "display_data" | |
1318 | } |
|
1318 | } | |
1319 | ], |
|
1319 | ], | |
1320 | "source": [ |
|
1320 | "source": [ | |
1321 | "from scipy.special import jn\n", |
|
1321 | "from scipy.special import jn\n", | |
1322 | "x = np.linspace(0,5)\n", |
|
1322 | "x = np.linspace(0,5)\n", | |
1323 | "f, ax = plt.subplots()\n", |
|
1323 | "f, ax = plt.subplots()\n", | |
1324 | "ax.set_title(\"Bessel functions\")\n", |
|
1324 | "ax.set_title(\"Bessel functions\")\n", | |
1325 | "\n", |
|
1325 | "\n", | |
1326 | "for n in range(1,10):\n", |
|
1326 | "for n in range(1,10):\n", | |
1327 | " time.sleep(1)\n", |
|
1327 | " time.sleep(1)\n", | |
1328 | " ax.plot(x, jn(x,n))\n", |
|
1328 | " ax.plot(x, jn(x,n))\n", | |
1329 | " clear_output(wait=True)\n", |
|
1329 | " clear_output(wait=True)\n", | |
1330 | " display(f)\n", |
|
1330 | " display(f)\n", | |
1331 | "\n", |
|
1331 | "\n", | |
1332 | "# close the figure at the end, so we don't get a duplicate\n", |
|
1332 | "# close the figure at the end, so we don't get a duplicate\n", | |
1333 | "# of the last plot\n", |
|
1333 | "# of the last plot\n", | |
1334 | "plt.close()" |
|
1334 | "plt.close()" | |
1335 | ] |
|
1335 | ] | |
1336 | } |
|
1336 | } | |
1337 | ], |
|
1337 | ], | |
1338 | "metadata": { |
|
1338 | "metadata": { | |
1339 | "kernelspec": { |
|
1339 | "kernelspec": { | |
1340 | "display_name": "Python 3", |
|
1340 | "display_name": "Python 3", | |
1341 | "language": "python", |
|
1341 | "language": "python", | |
1342 | "name": "python3" |
|
1342 | "name": "python3" | |
1343 | }, |
|
1343 | }, | |
1344 | "language_info": { |
|
1344 | "language_info": { | |
1345 | "codemirror_mode": { |
|
1345 | "codemirror_mode": { | |
1346 | "name": "ipython", |
|
1346 | "name": "ipython", | |
1347 | "version": 3 |
|
1347 | "version": 3 | |
1348 | }, |
|
1348 | }, | |
1349 | "file_extension": ".py", |
|
1349 | "file_extension": ".py", | |
1350 | "mimetype": "text/x-python", |
|
1350 | "mimetype": "text/x-python", | |
1351 | "name": "python", |
|
1351 | "name": "python", | |
1352 | "nbconvert_exporter": "python", |
|
1352 | "nbconvert_exporter": "python", | |
1353 | "pygments_lexer": "ipython3", |
|
1353 | "pygments_lexer": "ipython3", | |
1354 | "version": "3.4.2" |
|
1354 | "version": "3.4.2" | |
1355 | } |
|
1355 | } | |
1356 | }, |
|
1356 | }, | |
1357 | "nbformat": 4, |
|
1357 | "nbformat": 4, | |
1358 | "nbformat_minor": 0 |
|
1358 | "nbformat_minor": 0 | |
1359 | } |
|
1359 | } |
@@ -1,404 +1,404 b'' | |||||
1 | { |
|
1 | { | |
2 | "cells": [ |
|
2 | "cells": [ | |
3 | { |
|
3 | { | |
4 | "cell_type": "markdown", |
|
4 | "cell_type": "markdown", | |
5 | "metadata": {}, |
|
5 | "metadata": {}, | |
6 | "source": [ |
|
6 | "source": [ | |
7 | "# Simple interactive bacgkround jobs with IPython\n", |
|
7 | "# Simple interactive bacgkround jobs with IPython\n", | |
8 | "\n", |
|
8 | "\n", | |
9 | "We start by loading the `backgroundjobs` library and defining a few trivial functions to illustrate things with." |
|
9 | "We start by loading the `backgroundjobs` library and defining a few trivial functions to illustrate things with." | |
10 | ] |
|
10 | ] | |
11 | }, |
|
11 | }, | |
12 | { |
|
12 | { | |
13 | "cell_type": "code", |
|
13 | "cell_type": "code", | |
14 | "execution_count": 1, |
|
14 | "execution_count": 1, | |
15 | "metadata": { |
|
15 | "metadata": { | |
16 | "collapsed": false |
|
16 | "collapsed": false | |
17 | }, |
|
17 | }, | |
18 | "outputs": [], |
|
18 | "outputs": [], | |
19 | "source": [ |
|
19 | "source": [ | |
20 | "from IPython.lib import backgroundjobs as bg\n", |
|
20 | "from IPython.lib import backgroundjobs as bg\n", | |
21 | "\n", |
|
21 | "\n", | |
22 | "import sys\n", |
|
22 | "import sys\n", | |
23 | "import time\n", |
|
23 | "import time\n", | |
24 | "\n", |
|
24 | "\n", | |
25 | "def sleepfunc(interval=2, *a, **kw):\n", |
|
25 | "def sleepfunc(interval=2, *a, **kw):\n", | |
26 | " args = dict(interval=interval,\n", |
|
26 | " args = dict(interval=interval,\n", | |
27 | " args=a,\n", |
|
27 | " args=a,\n", | |
28 | " kwargs=kw)\n", |
|
28 | " kwargs=kw)\n", | |
29 | " time.sleep(interval)\n", |
|
29 | " time.sleep(interval)\n", | |
30 | " return args\n", |
|
30 | " return args\n", | |
31 | "\n", |
|
31 | "\n", | |
32 | "def diefunc(interval=2, *a, **kw):\n", |
|
32 | "def diefunc(interval=2, *a, **kw):\n", | |
33 | " time.sleep(interval)\n", |
|
33 | " time.sleep(interval)\n", | |
34 | " raise Exception(\"Dead job with interval %s\" % interval)\n", |
|
34 | " raise Exception(\"Dead job with interval %s\" % interval)\n", | |
35 | "\n", |
|
35 | "\n", | |
36 | "def printfunc(interval=1, reps=5):\n", |
|
36 | "def printfunc(interval=1, reps=5):\n", | |
37 | " for n in range(reps):\n", |
|
37 | " for n in range(reps):\n", | |
38 | " time.sleep(interval)\n", |
|
38 | " time.sleep(interval)\n", | |
39 |
" print |
|
39 | " print('In the background... %i' % n)\n", | |
40 | " sys.stdout.flush()\n", |
|
40 | " sys.stdout.flush()\n", | |
41 |
" print |
|
41 | " print('All done!')\n", | |
42 | " sys.stdout.flush()" |
|
42 | " sys.stdout.flush()" | |
43 | ] |
|
43 | ] | |
44 | }, |
|
44 | }, | |
45 | { |
|
45 | { | |
46 | "cell_type": "markdown", |
|
46 | "cell_type": "markdown", | |
47 | "metadata": {}, |
|
47 | "metadata": {}, | |
48 | "source": [ |
|
48 | "source": [ | |
49 | "Now, we can create a job manager (called simply `jobs`) and use it to submit new jobs.\n", |
|
49 | "Now, we can create a job manager (called simply `jobs`) and use it to submit new jobs.\n", | |
50 | "\n", |
|
50 | "\n", | |
51 | "Run the cell below, it will show when the jobs start. Wait a few seconds until you see the 'all done' completion message:" |
|
51 | "Run the cell below, it will show when the jobs start. Wait a few seconds until you see the 'all done' completion message:" | |
52 | ] |
|
52 | ] | |
53 | }, |
|
53 | }, | |
54 | { |
|
54 | { | |
55 | "cell_type": "code", |
|
55 | "cell_type": "code", | |
56 |
"execution_count": |
|
56 | "execution_count": 2, | |
57 | "metadata": { |
|
57 | "metadata": { | |
58 | "collapsed": false |
|
58 | "collapsed": false | |
59 | }, |
|
59 | }, | |
60 | "outputs": [ |
|
60 | "outputs": [ | |
61 | { |
|
61 | { | |
62 | "name": "stdout", |
|
62 | "name": "stdout", | |
63 | "output_type": "stream", |
|
63 | "output_type": "stream", | |
64 | "text": [ |
|
64 | "text": [ | |
65 | "Starting job # 0 in a separate thread.\n", |
|
65 | "Starting job # 0 in a separate thread.\n", | |
66 | "Starting job # 2 in a separate thread.\n", |
|
66 | "Starting job # 2 in a separate thread.\n", | |
67 | "Starting job # 3 in a separate thread.\n" |
|
67 | "Starting job # 3 in a separate thread.\n" | |
68 | ] |
|
68 | ] | |
69 | }, |
|
69 | }, | |
70 | { |
|
70 | { | |
71 | "data": { |
|
71 | "data": { | |
72 | "text/plain": [ |
|
72 | "text/plain": [ | |
73 | "<BackgroundJob #3: printfunc(1,3)>" |
|
73 | "<BackgroundJob #3: printfunc(1,3)>" | |
74 | ] |
|
74 | ] | |
75 | }, |
|
75 | }, | |
76 |
"execution_count": |
|
76 | "execution_count": 2, | |
77 | "metadata": {}, |
|
77 | "metadata": {}, | |
78 | "output_type": "execute_result" |
|
78 | "output_type": "execute_result" | |
79 | }, |
|
79 | }, | |
80 | { |
|
80 | { | |
81 | "name": "stdout", |
|
81 | "name": "stdout", | |
82 | "output_type": "stream", |
|
82 | "output_type": "stream", | |
83 | "text": [ |
|
83 | "text": [ | |
84 | "In the background... 0\n", |
|
84 | "In the background... 0\n", | |
85 | "In the background... 1\n", |
|
85 | "In the background... 1\n", | |
86 | "In the background... 2\n", |
|
86 | "In the background... 2\n", | |
87 | "All done!\n" |
|
87 | "All done!\n" | |
88 | ] |
|
88 | ] | |
89 | } |
|
89 | } | |
90 | ], |
|
90 | ], | |
91 | "source": [ |
|
91 | "source": [ | |
92 | "jobs = bg.BackgroundJobManager()\n", |
|
92 | "jobs = bg.BackgroundJobManager()\n", | |
93 | "\n", |
|
93 | "\n", | |
94 | "# Start a few jobs, the first one will have ID # 0\n", |
|
94 | "# Start a few jobs, the first one will have ID # 0\n", | |
95 | "jobs.new(sleepfunc, 4)\n", |
|
95 | "jobs.new(sleepfunc, 4)\n", | |
96 | "jobs.new(sleepfunc, kw={'reps':2})\n", |
|
96 | "jobs.new(sleepfunc, kw={'reps':2})\n", | |
97 | "jobs.new('printfunc(1,3)')" |
|
97 | "jobs.new('printfunc(1,3)')" | |
98 | ] |
|
98 | ] | |
99 | }, |
|
99 | }, | |
100 | { |
|
100 | { | |
101 | "cell_type": "markdown", |
|
101 | "cell_type": "markdown", | |
102 | "metadata": {}, |
|
102 | "metadata": {}, | |
103 | "source": [ |
|
103 | "source": [ | |
104 | "You can check the status of your jobs at any time:" |
|
104 | "You can check the status of your jobs at any time:" | |
105 | ] |
|
105 | ] | |
106 | }, |
|
106 | }, | |
107 | { |
|
107 | { | |
108 | "cell_type": "code", |
|
108 | "cell_type": "code", | |
109 |
"execution_count": |
|
109 | "execution_count": 3, | |
110 | "metadata": { |
|
110 | "metadata": { | |
111 | "collapsed": false |
|
111 | "collapsed": false | |
112 | }, |
|
112 | }, | |
113 | "outputs": [ |
|
113 | "outputs": [ | |
114 | { |
|
114 | { | |
115 | "name": "stdout", |
|
115 | "name": "stdout", | |
116 | "output_type": "stream", |
|
116 | "output_type": "stream", | |
117 | "text": [ |
|
117 | "text": [ | |
118 | "Completed jobs:\n", |
|
118 | "Completed jobs:\n", | |
119 |
"0 : <function sleepfunc at 0x |
|
119 | "0 : <function sleepfunc at 0x10521f2f0>\n", | |
120 |
"2 : <function sleepfunc at 0x |
|
120 | "2 : <function sleepfunc at 0x10521f2f0>\n", | |
121 | "3 : printfunc(1,3)\n", |
|
121 | "3 : printfunc(1,3)\n", | |
122 | "\n" |
|
122 | "\n" | |
123 | ] |
|
123 | ] | |
124 | } |
|
124 | } | |
125 | ], |
|
125 | ], | |
126 | "source": [ |
|
126 | "source": [ | |
127 | "jobs.status()" |
|
127 | "jobs.status()" | |
128 | ] |
|
128 | ] | |
129 | }, |
|
129 | }, | |
130 | { |
|
130 | { | |
131 | "cell_type": "markdown", |
|
131 | "cell_type": "markdown", | |
132 | "metadata": {}, |
|
132 | "metadata": {}, | |
133 | "source": [ |
|
133 | "source": [ | |
134 | "For any completed job, you can get its result easily:" |
|
134 | "For any completed job, you can get its result easily:" | |
135 | ] |
|
135 | ] | |
136 | }, |
|
136 | }, | |
137 | { |
|
137 | { | |
138 | "cell_type": "code", |
|
138 | "cell_type": "code", | |
139 |
"execution_count": |
|
139 | "execution_count": 4, | |
140 | "metadata": { |
|
140 | "metadata": { | |
141 | "collapsed": false |
|
141 | "collapsed": false | |
142 | }, |
|
142 | }, | |
143 | "outputs": [ |
|
143 | "outputs": [ | |
144 | { |
|
144 | { | |
145 | "data": { |
|
145 | "data": { | |
146 | "text/plain": [ |
|
146 | "text/plain": [ | |
147 | "{'args': (), 'interval': 4, 'kwargs': {}}" |
|
147 | "{'args': (), 'interval': 4, 'kwargs': {}}" | |
148 | ] |
|
148 | ] | |
149 | }, |
|
149 | }, | |
150 |
"execution_count": |
|
150 | "execution_count": 4, | |
151 | "metadata": {}, |
|
151 | "metadata": {}, | |
152 | "output_type": "execute_result" |
|
152 | "output_type": "execute_result" | |
153 | } |
|
153 | } | |
154 | ], |
|
154 | ], | |
155 | "source": [ |
|
155 | "source": [ | |
156 | "jobs[0].result" |
|
156 | "jobs[0].result" | |
157 | ] |
|
157 | ] | |
158 | }, |
|
158 | }, | |
159 | { |
|
159 | { | |
160 | "cell_type": "markdown", |
|
160 | "cell_type": "markdown", | |
161 | "metadata": {}, |
|
161 | "metadata": {}, | |
162 | "source": [ |
|
162 | "source": [ | |
163 | "## Errors and tracebacks" |
|
163 | "## Errors and tracebacks" | |
164 | ] |
|
164 | ] | |
165 | }, |
|
165 | }, | |
166 | { |
|
166 | { | |
167 | "cell_type": "markdown", |
|
167 | "cell_type": "markdown", | |
168 | "metadata": {}, |
|
168 | "metadata": {}, | |
169 | "source": [ |
|
169 | "source": [ | |
170 | "The jobs manager tries to help you with debugging:" |
|
170 | "The jobs manager tries to help you with debugging:" | |
171 | ] |
|
171 | ] | |
172 | }, |
|
172 | }, | |
173 | { |
|
173 | { | |
174 | "cell_type": "code", |
|
174 | "cell_type": "code", | |
175 |
"execution_count": |
|
175 | "execution_count": 5, | |
176 | "metadata": { |
|
176 | "metadata": { | |
177 | "collapsed": false |
|
177 | "collapsed": false | |
178 | }, |
|
178 | }, | |
179 | "outputs": [ |
|
179 | "outputs": [ | |
180 | { |
|
180 | { | |
181 | "name": "stdout", |
|
181 | "name": "stdout", | |
182 | "output_type": "stream", |
|
182 | "output_type": "stream", | |
183 | "text": [ |
|
183 | "text": [ | |
184 | "Starting job # 4 in a separate thread.\n", |
|
184 | "Starting job # 4 in a separate thread.\n", | |
185 | "Starting job # 5 in a separate thread.\n" |
|
185 | "Starting job # 5 in a separate thread.\n" | |
186 | ] |
|
186 | ] | |
187 | } |
|
187 | } | |
188 | ], |
|
188 | ], | |
189 | "source": [ |
|
189 | "source": [ | |
190 | "# This makes a couple of jobs which will die. Let's keep a reference to\n", |
|
190 | "# This makes a couple of jobs which will die. Let's keep a reference to\n", | |
191 | "# them for easier traceback reporting later\n", |
|
191 | "# them for easier traceback reporting later\n", | |
192 | "diejob1 = jobs.new(diefunc, 1)\n", |
|
192 | "diejob1 = jobs.new(diefunc, 1)\n", | |
193 | "diejob2 = jobs.new(diefunc, 2)" |
|
193 | "diejob2 = jobs.new(diefunc, 2)" | |
194 | ] |
|
194 | ] | |
195 | }, |
|
195 | }, | |
196 | { |
|
196 | { | |
197 | "cell_type": "markdown", |
|
197 | "cell_type": "markdown", | |
198 | "metadata": {}, |
|
198 | "metadata": {}, | |
199 | "source": [ |
|
199 | "source": [ | |
200 | "You can get the traceback of any dead job. Run the line\n", |
|
200 | "You can get the traceback of any dead job. Run the line\n", | |
201 | "below again interactively until it prints a traceback (check the status\n", |
|
201 | "below again interactively until it prints a traceback (check the status\n", | |
202 | "of the job):\n" |
|
202 | "of the job):\n" | |
203 | ] |
|
203 | ] | |
204 | }, |
|
204 | }, | |
205 | { |
|
205 | { | |
206 | "cell_type": "code", |
|
206 | "cell_type": "code", | |
207 |
"execution_count": |
|
207 | "execution_count": 6, | |
208 | "metadata": { |
|
208 | "metadata": { | |
209 | "collapsed": false |
|
209 | "collapsed": false | |
210 | }, |
|
210 | }, | |
211 | "outputs": [ |
|
211 | "outputs": [ | |
212 | { |
|
212 | { | |
213 | "name": "stdout", |
|
213 | "name": "stdout", | |
214 | "output_type": "stream", |
|
214 | "output_type": "stream", | |
215 | "text": [ |
|
215 | "text": [ | |
216 | "Status of diejob1: Dead (Exception), call jobs.traceback() for details\n", |
|
216 | "Status of diejob1: Dead (Exception), call jobs.traceback() for details\n", | |
217 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n", |
|
217 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n", | |
218 | "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n", |
|
218 | "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n", | |
219 |
"\u001b[1;32m/ |
|
219 | "\u001b[1;32m/Users/minrk/dev/ip/mine/IPython/lib/backgroundjobs.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n", | |
220 |
"\u001b[0;32m 48 |
|
220 | "\u001b[0;32m 489\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", | |
221 |
"\u001b[0;32m 4 |
|
221 | "\u001b[0;32m 490\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
222 |
"\u001b[1;32m--> 4 |
|
222 | "\u001b[1;32m--> 491\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
223 | "\u001b[0m\n", |
|
223 | "\u001b[0m\n", | |
224 |
"\u001b[1;32m<ipython-input-1- |
|
224 | "\u001b[1;32m<ipython-input-1-169e49434ce0>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n", | |
225 | "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
225 | "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
226 | "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
226 | "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
227 | "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
227 | "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
228 | "\u001b[0m\u001b[0;32m 16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", |
|
228 | "\u001b[0m\u001b[0;32m 16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", | |
229 | "\u001b[0;32m 17\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mprintfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreps\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
229 | "\u001b[0;32m 17\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mprintfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreps\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
230 | "\n", |
|
230 | "\n", | |
231 | "\u001b[1;31mException\u001b[0m: Dead job with interval 1\n" |
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231 | "\u001b[1;31mException\u001b[0m: Dead job with interval 1\n" | |
232 | ] |
|
232 | ] | |
233 | } |
|
233 | } | |
234 | ], |
|
234 | ], | |
235 | "source": [ |
|
235 | "source": [ | |
236 |
"print |
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236 | "print(\"Status of diejob1: %s\" % diejob1.status)\n", | |
237 | "diejob1.traceback() # jobs.traceback(4) would also work here, with the job number" |
|
237 | "diejob1.traceback() # jobs.traceback(4) would also work here, with the job number" | |
238 | ] |
|
238 | ] | |
239 | }, |
|
239 | }, | |
240 | { |
|
240 | { | |
241 | "cell_type": "markdown", |
|
241 | "cell_type": "markdown", | |
242 | "metadata": {}, |
|
242 | "metadata": {}, | |
243 | "source": [ |
|
243 | "source": [ | |
244 | "This will print all tracebacks for all dead jobs:" |
|
244 | "This will print all tracebacks for all dead jobs:" | |
245 | ] |
|
245 | ] | |
246 | }, |
|
246 | }, | |
247 | { |
|
247 | { | |
248 | "cell_type": "code", |
|
248 | "cell_type": "code", | |
249 |
"execution_count": |
|
249 | "execution_count": 7, | |
250 | "metadata": { |
|
250 | "metadata": { | |
251 | "collapsed": false |
|
251 | "collapsed": false | |
252 | }, |
|
252 | }, | |
253 | "outputs": [ |
|
253 | "outputs": [ | |
254 | { |
|
254 | { | |
255 | "name": "stdout", |
|
255 | "name": "stdout", | |
256 | "output_type": "stream", |
|
256 | "output_type": "stream", | |
257 | "text": [ |
|
257 | "text": [ | |
258 |
"Traceback for: <BackgroundJob #4: <function diefunc at 0x |
|
258 | "Traceback for: <BackgroundJob #4: <function diefunc at 0x10521f7b8>>\n", | |
259 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n", |
|
259 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n", | |
260 | "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n", |
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260 | "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n", | |
261 |
"\u001b[1;32m/ |
|
261 | "\u001b[1;32m/Users/minrk/dev/ip/mine/IPython/lib/backgroundjobs.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n", | |
262 |
"\u001b[0;32m 48 |
|
262 | "\u001b[0;32m 489\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", | |
263 |
"\u001b[0;32m 4 |
|
263 | "\u001b[0;32m 490\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
264 |
"\u001b[1;32m--> 4 |
|
264 | "\u001b[1;32m--> 491\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
265 | "\u001b[0m\n", |
|
265 | "\u001b[0m\n", | |
266 |
"\u001b[1;32m<ipython-input-1- |
|
266 | "\u001b[1;32m<ipython-input-1-169e49434ce0>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n", | |
267 | "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
267 | "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
268 | "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
268 | "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
269 | "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
269 | "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
270 | "\u001b[0m\u001b[0;32m 16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", |
|
270 | "\u001b[0m\u001b[0;32m 16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", | |
271 | "\u001b[0;32m 17\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mprintfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreps\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
271 | "\u001b[0;32m 17\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mprintfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreps\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
272 | "\n", |
|
272 | "\n", | |
273 | "\u001b[1;31mException\u001b[0m: Dead job with interval 1\n", |
|
273 | "\u001b[1;31mException\u001b[0m: Dead job with interval 1\n", | |
274 | "\n", |
|
274 | "\n", | |
275 |
"Traceback for: <BackgroundJob #5: <function diefunc at 0x |
|
275 | "Traceback for: <BackgroundJob #5: <function diefunc at 0x10521f7b8>>\n", | |
276 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n", |
|
276 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n", | |
277 | "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n", |
|
277 | "\u001b[1;31mException\u001b[0m Traceback (most recent call last)\n", | |
278 |
"\u001b[1;32m/ |
|
278 | "\u001b[1;32m/Users/minrk/dev/ip/mine/IPython/lib/backgroundjobs.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self)\u001b[0m\n", | |
279 |
"\u001b[0;32m 48 |
|
279 | "\u001b[0;32m 489\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", | |
280 |
"\u001b[0;32m 4 |
|
280 | "\u001b[0;32m 490\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
281 |
"\u001b[1;32m--> 4 |
|
281 | "\u001b[1;32m--> 491\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
282 | "\u001b[0m\n", |
|
282 | "\u001b[0m\n", | |
283 |
"\u001b[1;32m<ipython-input-1- |
|
283 | "\u001b[1;32m<ipython-input-1-169e49434ce0>\u001b[0m in \u001b[0;36mdiefunc\u001b[1;34m(interval, *a, **kw)\u001b[0m\n", | |
284 | "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
284 | "\u001b[0;32m 13\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mdiefunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0ma\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkw\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
285 | "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
285 | "\u001b[0;32m 14\u001b[0m \u001b[0mtime\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
286 | "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
286 | "\u001b[1;32m---> 15\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Dead job with interval %s\"\u001b[0m \u001b[1;33m%\u001b[0m \u001b[0minterval\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
287 | "\u001b[0m\u001b[0;32m 16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", |
|
287 | "\u001b[0m\u001b[0;32m 16\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", | |
288 | "\u001b[0;32m 17\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mprintfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreps\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", |
|
288 | "\u001b[0;32m 17\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mprintfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreps\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
289 | "\n", |
|
289 | "\n", | |
290 | "\u001b[1;31mException\u001b[0m: Dead job with interval 2\n", |
|
290 | "\u001b[1;31mException\u001b[0m: Dead job with interval 2\n", | |
291 | "\n" |
|
291 | "\n" | |
292 | ] |
|
292 | ] | |
293 | } |
|
293 | } | |
294 | ], |
|
294 | ], | |
295 | "source": [ |
|
295 | "source": [ | |
296 | "jobs.traceback()" |
|
296 | "jobs.traceback()" | |
297 | ] |
|
297 | ] | |
298 | }, |
|
298 | }, | |
299 | { |
|
299 | { | |
300 | "cell_type": "markdown", |
|
300 | "cell_type": "markdown", | |
301 | "metadata": {}, |
|
301 | "metadata": {}, | |
302 | "source": [ |
|
302 | "source": [ | |
303 | "The job manager can be flushed of all completed jobs at any time:" |
|
303 | "The job manager can be flushed of all completed jobs at any time:" | |
304 | ] |
|
304 | ] | |
305 | }, |
|
305 | }, | |
306 | { |
|
306 | { | |
307 | "cell_type": "code", |
|
307 | "cell_type": "code", | |
308 |
"execution_count": |
|
308 | "execution_count": 8, | |
309 | "metadata": { |
|
309 | "metadata": { | |
310 | "collapsed": false |
|
310 | "collapsed": false | |
311 | }, |
|
311 | }, | |
312 | "outputs": [ |
|
312 | "outputs": [ | |
313 | { |
|
313 | { | |
314 | "name": "stdout", |
|
314 | "name": "stdout", | |
315 | "output_type": "stream", |
|
315 | "output_type": "stream", | |
316 | "text": [ |
|
316 | "text": [ | |
317 | "Flushing 3 Completed jobs.\n", |
|
317 | "Flushing 3 Completed jobs.\n", | |
318 | "Flushing 2 Dead jobs.\n" |
|
318 | "Flushing 2 Dead jobs.\n" | |
319 | ] |
|
319 | ] | |
320 | } |
|
320 | } | |
321 | ], |
|
321 | ], | |
322 | "source": [ |
|
322 | "source": [ | |
323 | "jobs.flush()" |
|
323 | "jobs.flush()" | |
324 | ] |
|
324 | ] | |
325 | }, |
|
325 | }, | |
326 | { |
|
326 | { | |
327 | "cell_type": "markdown", |
|
327 | "cell_type": "markdown", | |
328 | "metadata": {}, |
|
328 | "metadata": {}, | |
329 | "source": [ |
|
329 | "source": [ | |
330 | "After that, the status is simply empty:" |
|
330 | "After that, the status is simply empty:" | |
331 | ] |
|
331 | ] | |
332 | }, |
|
332 | }, | |
333 | { |
|
333 | { | |
334 | "cell_type": "code", |
|
334 | "cell_type": "code", | |
335 |
"execution_count": |
|
335 | "execution_count": 9, | |
336 | "metadata": { |
|
336 | "metadata": { | |
337 | "collapsed": true |
|
337 | "collapsed": true | |
338 | }, |
|
338 | }, | |
339 | "outputs": [], |
|
339 | "outputs": [], | |
340 | "source": [ |
|
340 | "source": [ | |
341 | "jobs.status()" |
|
341 | "jobs.status()" | |
342 | ] |
|
342 | ] | |
343 | }, |
|
343 | }, | |
344 | { |
|
344 | { | |
345 | "cell_type": "markdown", |
|
345 | "cell_type": "markdown", | |
346 | "metadata": {}, |
|
346 | "metadata": {}, | |
347 | "source": [ |
|
347 | "source": [ | |
348 | "Jobs have a `.join` method that lets you wait on their thread for completion:" |
|
348 | "Jobs have a `.join` method that lets you wait on their thread for completion:" | |
349 | ] |
|
349 | ] | |
350 | }, |
|
350 | }, | |
351 | { |
|
351 | { | |
352 | "cell_type": "code", |
|
352 | "cell_type": "code", | |
353 |
"execution_count": 1 |
|
353 | "execution_count": 10, | |
354 | "metadata": { |
|
354 | "metadata": { | |
355 | "collapsed": false |
|
355 | "collapsed": false | |
356 | }, |
|
356 | }, | |
357 | "outputs": [ |
|
357 | "outputs": [ | |
358 | { |
|
358 | { | |
359 | "name": "stdout", |
|
359 | "name": "stdout", | |
360 | "output_type": "stream", |
|
360 | "output_type": "stream", | |
361 | "text": [ |
|
361 | "text": [ | |
362 | "Starting job # 0 in a separate thread.\n" |
|
362 | "Starting job # 0 in a separate thread.\n" | |
363 | ] |
|
363 | ] | |
364 | } |
|
364 | } | |
365 | ], |
|
365 | ], | |
366 | "source": [ |
|
366 | "source": [ | |
367 | "j = jobs.new(sleepfunc, 2)\n", |
|
367 | "j = jobs.new(sleepfunc, 2)\n", | |
368 | "j.join?" |
|
368 | "j.join?" | |
369 | ] |
|
369 | ] | |
370 | }, |
|
370 | }, | |
371 | { |
|
371 | { | |
372 | "cell_type": "markdown", |
|
372 | "cell_type": "markdown", | |
373 | "metadata": {}, |
|
373 | "metadata": {}, | |
374 | "source": [ |
|
374 | "source": [ | |
375 | "## Exercise\n", |
|
375 | "## Exercise\n", | |
376 | "\n", |
|
376 | "\n", | |
377 | "1. Start a new job that calls `sleepfunc` with a 5-second wait\n", |
|
377 | "1. Start a new job that calls `sleepfunc` with a 5-second wait\n", | |
378 | "2. Print a short message that indicates you are waiting (note: you'll need to flush stdout to see that print output appear).\n", |
|
378 | "2. Print a short message that indicates you are waiting (note: you'll need to flush stdout to see that print output appear).\n", | |
379 | "3. Wait on the job and then print its result." |
|
379 | "3. Wait on the job and then print its result." | |
380 | ] |
|
380 | ] | |
381 | } |
|
381 | } | |
382 | ], |
|
382 | ], | |
383 | "metadata": { |
|
383 | "metadata": { | |
384 | "kernelspec": { |
|
384 | "kernelspec": { | |
385 | "display_name": "Python 3", |
|
385 | "display_name": "Python 3", | |
386 | "language": "python", |
|
386 | "language": "python", | |
387 | "name": "python3" |
|
387 | "name": "python3" | |
388 | }, |
|
388 | }, | |
389 | "language_info": { |
|
389 | "language_info": { | |
390 | "codemirror_mode": { |
|
390 | "codemirror_mode": { | |
391 | "name": "ipython", |
|
391 | "name": "ipython", | |
392 | "version": 3 |
|
392 | "version": 3 | |
393 | }, |
|
393 | }, | |
394 | "file_extension": ".py", |
|
394 | "file_extension": ".py", | |
395 | "mimetype": "text/x-python", |
|
395 | "mimetype": "text/x-python", | |
396 | "name": "python", |
|
396 | "name": "python", | |
397 | "nbconvert_exporter": "python", |
|
397 | "nbconvert_exporter": "python", | |
398 | "pygments_lexer": "ipython3", |
|
398 | "pygments_lexer": "ipython3", | |
399 | "version": "3.4.2" |
|
399 | "version": "3.4.2" | |
400 | } |
|
400 | } | |
401 | }, |
|
401 | }, | |
402 | "nbformat": 4, |
|
402 | "nbformat": 4, | |
403 | "nbformat_minor": 0 |
|
403 | "nbformat_minor": 0 | |
404 | } |
|
404 | } |
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@@ -1,1823 +1,2523 b'' | |||||
1 | { |
|
1 | { | |
2 | "cells": [ |
|
2 | "cells": [ | |
3 | { |
|
3 | { | |
4 | "cell_type": "markdown", |
|
4 | "cell_type": "markdown", | |
5 | "metadata": { |
|
5 | "metadata": { | |
6 | "slideshow": { |
|
6 | "slideshow": { | |
7 | "slide_type": "slide" |
|
7 | "slide_type": "slide" | |
8 | } |
|
8 | } | |
9 | }, |
|
9 | }, | |
10 | "source": [ |
|
10 | "source": [ | |
11 | "# IPython: beyond plain Python" |
|
11 | "# IPython: beyond plain Python" | |
12 | ] |
|
12 | ] | |
13 | }, |
|
13 | }, | |
14 | { |
|
14 | { | |
15 | "cell_type": "markdown", |
|
15 | "cell_type": "markdown", | |
16 | "metadata": {}, |
|
16 | "metadata": {}, | |
17 | "source": [ |
|
17 | "source": [ | |
18 | "When executing code in IPython, all valid Python syntax works as-is, but IPython provides a number of features designed to make the interactive experience more fluid and efficient." |
|
18 | "When executing code in IPython, all valid Python syntax works as-is, but IPython provides a number of features designed to make the interactive experience more fluid and efficient." | |
19 | ] |
|
19 | ] | |
20 | }, |
|
20 | }, | |
21 | { |
|
21 | { | |
22 | "cell_type": "markdown", |
|
22 | "cell_type": "markdown", | |
23 | "metadata": { |
|
23 | "metadata": { | |
24 | "slideshow": { |
|
24 | "slideshow": { | |
25 | "slide_type": "slide" |
|
25 | "slide_type": "slide" | |
26 | } |
|
26 | } | |
27 | }, |
|
27 | }, | |
28 | "source": [ |
|
28 | "source": [ | |
29 | "## First things first: running code, getting help" |
|
29 | "## First things first: running code, getting help" | |
30 | ] |
|
30 | ] | |
31 | }, |
|
31 | }, | |
32 | { |
|
32 | { | |
33 | "cell_type": "markdown", |
|
33 | "cell_type": "markdown", | |
34 | "metadata": {}, |
|
34 | "metadata": {}, | |
35 | "source": [ |
|
35 | "source": [ | |
36 | "In the notebook, to run a cell of code, hit `Shift-Enter`. This executes the cell and puts the cursor in the next cell below, or makes a new one if you are at the end. Alternately, you can use:\n", |
|
36 | "In the notebook, to run a cell of code, hit `Shift-Enter`. This executes the cell and puts the cursor in the next cell below, or makes a new one if you are at the end. Alternately, you can use:\n", | |
37 | " \n", |
|
37 | " \n", | |
38 | "- `Alt-Enter` to force the creation of a new cell unconditionally (useful when inserting new content in the middle of an existing notebook).\n", |
|
38 | "- `Alt-Enter` to force the creation of a new cell unconditionally (useful when inserting new content in the middle of an existing notebook).\n", | |
39 | "- `Control-Enter` executes the cell and keeps the cursor in the same cell, useful for quick experimentation of snippets that you don't need to keep permanently." |
|
39 | "- `Control-Enter` executes the cell and keeps the cursor in the same cell, useful for quick experimentation of snippets that you don't need to keep permanently." | |
40 | ] |
|
40 | ] | |
41 | }, |
|
41 | }, | |
42 | { |
|
42 | { | |
43 | "cell_type": "code", |
|
43 | "cell_type": "code", | |
44 | "execution_count": 1, |
|
44 | "execution_count": 1, | |
45 | "metadata": { |
|
45 | "metadata": { | |
46 | "collapsed": false |
|
46 | "collapsed": false | |
47 | }, |
|
47 | }, | |
48 | "outputs": [ |
|
48 | "outputs": [ | |
49 | { |
|
49 | { | |
50 | "name": "stdout", |
|
50 | "name": "stdout", | |
51 | "output_type": "stream", |
|
51 | "output_type": "stream", | |
52 | "text": [ |
|
52 | "text": [ | |
53 | "Hi\n" |
|
53 | "Hi\n" | |
54 | ] |
|
54 | ] | |
55 | } |
|
55 | } | |
56 | ], |
|
56 | ], | |
57 | "source": [ |
|
57 | "source": [ | |
58 |
"print |
|
58 | "print(\"Hi\")" | |
59 | ] |
|
59 | ] | |
60 | }, |
|
60 | }, | |
61 | { |
|
61 | { | |
62 | "cell_type": "markdown", |
|
62 | "cell_type": "markdown", | |
63 | "metadata": { |
|
63 | "metadata": { | |
64 | "slideshow": { |
|
64 | "slideshow": { | |
65 | "slide_type": "slide" |
|
65 | "slide_type": "slide" | |
66 | } |
|
66 | } | |
67 | }, |
|
67 | }, | |
68 | "source": [ |
|
68 | "source": [ | |
69 | "Getting help:" |
|
69 | "Getting help:" | |
70 | ] |
|
70 | ] | |
71 | }, |
|
71 | }, | |
72 | { |
|
72 | { | |
73 | "cell_type": "code", |
|
73 | "cell_type": "code", | |
74 | "execution_count": 2, |
|
74 | "execution_count": 2, | |
75 | "metadata": { |
|
75 | "metadata": { | |
76 | "collapsed": false |
|
76 | "collapsed": false | |
77 | }, |
|
77 | }, | |
78 | "outputs": [], |
|
78 | "outputs": [], | |
79 | "source": [ |
|
79 | "source": [ | |
80 | "?" |
|
80 | "?" | |
81 | ] |
|
81 | ] | |
82 | }, |
|
82 | }, | |
83 | { |
|
83 | { | |
84 | "cell_type": "markdown", |
|
84 | "cell_type": "markdown", | |
85 | "metadata": { |
|
85 | "metadata": { | |
86 | "slideshow": { |
|
86 | "slideshow": { | |
87 | "slide_type": "slide" |
|
87 | "slide_type": "slide" | |
88 | } |
|
88 | } | |
89 | }, |
|
89 | }, | |
90 | "source": [ |
|
90 | "source": [ | |
91 | "Typing `object_name?` will print all sorts of details about any object, including docstrings, function definition lines (for call arguments) and constructor details for classes." |
|
91 | "Typing `object_name?` will print all sorts of details about any object, including docstrings, function definition lines (for call arguments) and constructor details for classes." | |
92 | ] |
|
92 | ] | |
93 | }, |
|
93 | }, | |
94 | { |
|
94 | { | |
95 | "cell_type": "code", |
|
95 | "cell_type": "code", | |
96 | "execution_count": 3, |
|
96 | "execution_count": 3, | |
97 | "metadata": { |
|
97 | "metadata": { | |
98 | "collapsed": false |
|
98 | "collapsed": false | |
99 | }, |
|
99 | }, | |
100 | "outputs": [], |
|
100 | "outputs": [], | |
101 | "source": [ |
|
101 | "source": [ | |
102 | "import collections\n", |
|
102 | "import collections\n", | |
103 | "collections.namedtuple?" |
|
103 | "collections.namedtuple?" | |
104 | ] |
|
104 | ] | |
105 | }, |
|
105 | }, | |
106 | { |
|
106 | { | |
107 | "cell_type": "code", |
|
107 | "cell_type": "code", | |
108 | "execution_count": 4, |
|
108 | "execution_count": 4, | |
109 | "metadata": { |
|
109 | "metadata": { | |
110 | "collapsed": false |
|
110 | "collapsed": false | |
111 | }, |
|
111 | }, | |
112 | "outputs": [], |
|
112 | "outputs": [], | |
113 | "source": [ |
|
113 | "source": [ | |
114 | "collections.Counter??" |
|
114 | "collections.Counter??" | |
115 | ] |
|
115 | ] | |
116 | }, |
|
116 | }, | |
117 | { |
|
117 | { | |
118 | "cell_type": "code", |
|
118 | "cell_type": "code", | |
119 | "execution_count": 5, |
|
119 | "execution_count": 5, | |
120 | "metadata": { |
|
120 | "metadata": { | |
121 | "collapsed": false |
|
121 | "collapsed": false | |
122 | }, |
|
122 | }, | |
123 | "outputs": [], |
|
123 | "outputs": [], | |
124 | "source": [ |
|
124 | "source": [ | |
125 | "*int*?" |
|
125 | "*int*?" | |
126 | ] |
|
126 | ] | |
127 | }, |
|
127 | }, | |
128 | { |
|
128 | { | |
129 | "cell_type": "markdown", |
|
129 | "cell_type": "markdown", | |
130 | "metadata": { |
|
130 | "metadata": { | |
131 | "slideshow": { |
|
131 | "slideshow": { | |
132 | "slide_type": "slide" |
|
132 | "slide_type": "slide" | |
133 | } |
|
133 | } | |
134 | }, |
|
134 | }, | |
135 | "source": [ |
|
135 | "source": [ | |
136 | "An IPython quick reference card:" |
|
136 | "An IPython quick reference card:" | |
137 | ] |
|
137 | ] | |
138 | }, |
|
138 | }, | |
139 | { |
|
139 | { | |
140 | "cell_type": "code", |
|
140 | "cell_type": "code", | |
141 | "execution_count": 6, |
|
141 | "execution_count": 6, | |
142 | "metadata": { |
|
142 | "metadata": { | |
143 | "collapsed": false |
|
143 | "collapsed": false | |
144 | }, |
|
144 | }, | |
145 | "outputs": [], |
|
145 | "outputs": [], | |
146 | "source": [ |
|
146 | "source": [ | |
147 | "%quickref" |
|
147 | "%quickref" | |
148 | ] |
|
148 | ] | |
149 | }, |
|
149 | }, | |
150 | { |
|
150 | { | |
151 | "cell_type": "markdown", |
|
151 | "cell_type": "markdown", | |
152 | "metadata": { |
|
152 | "metadata": { | |
153 | "slideshow": { |
|
153 | "slideshow": { | |
154 | "slide_type": "slide" |
|
154 | "slide_type": "slide" | |
155 | } |
|
155 | } | |
156 | }, |
|
156 | }, | |
157 | "source": [ |
|
157 | "source": [ | |
158 | "## Tab completion" |
|
158 | "## Tab completion" | |
159 | ] |
|
159 | ] | |
160 | }, |
|
160 | }, | |
161 | { |
|
161 | { | |
162 | "cell_type": "markdown", |
|
162 | "cell_type": "markdown", | |
163 | "metadata": {}, |
|
163 | "metadata": {}, | |
164 | "source": [ |
|
164 | "source": [ | |
165 | "Tab completion, especially for attributes, is a convenient way to explore the structure of any object you’re dealing with. Simply type `object_name.<TAB>` to view the object’s attributes. Besides Python objects and keywords, tab completion also works on file and directory names." |
|
165 | "Tab completion, especially for attributes, is a convenient way to explore the structure of any object you’re dealing with. Simply type `object_name.<TAB>` to view the object’s attributes. Besides Python objects and keywords, tab completion also works on file and directory names." | |
166 | ] |
|
166 | ] | |
167 | }, |
|
167 | }, | |
168 | { |
|
168 | { | |
169 | "cell_type": "code", |
|
169 | "cell_type": "code", | |
170 |
"execution_count": |
|
170 | "execution_count": null, | |
171 | "metadata": { |
|
171 | "metadata": { | |
172 | "collapsed": false |
|
172 | "collapsed": false | |
173 | }, |
|
173 | }, | |
174 | "outputs": [], |
|
174 | "outputs": [], | |
175 | "source": [ |
|
175 | "source": [ | |
176 | "collections." |
|
176 | "collections." | |
177 | ] |
|
177 | ] | |
178 | }, |
|
178 | }, | |
179 | { |
|
179 | { | |
180 | "cell_type": "markdown", |
|
180 | "cell_type": "markdown", | |
181 | "metadata": { |
|
181 | "metadata": { | |
182 | "slideshow": { |
|
182 | "slideshow": { | |
183 | "slide_type": "slide" |
|
183 | "slide_type": "slide" | |
184 | } |
|
184 | } | |
185 | }, |
|
185 | }, | |
186 | "source": [ |
|
186 | "source": [ | |
187 | "## The interactive workflow: input, output, history" |
|
187 | "## The interactive workflow: input, output, history" | |
188 | ] |
|
188 | ] | |
189 | }, |
|
189 | }, | |
190 | { |
|
190 | { | |
191 | "cell_type": "code", |
|
191 | "cell_type": "code", | |
192 | "execution_count": 7, |
|
192 | "execution_count": 7, | |
193 | "metadata": { |
|
193 | "metadata": { | |
194 | "collapsed": false |
|
194 | "collapsed": false | |
195 | }, |
|
195 | }, | |
196 | "outputs": [ |
|
196 | "outputs": [ | |
197 | { |
|
197 | { | |
198 | "data": { |
|
198 | "data": { | |
199 | "text/plain": [ |
|
199 | "text/plain": [ | |
200 | "12" |
|
200 | "12" | |
201 | ] |
|
201 | ] | |
202 | }, |
|
202 | }, | |
203 | "execution_count": 7, |
|
203 | "execution_count": 7, | |
204 | "metadata": {}, |
|
204 | "metadata": {}, | |
205 | "output_type": "execute_result" |
|
205 | "output_type": "execute_result" | |
206 | } |
|
206 | } | |
207 | ], |
|
207 | ], | |
208 | "source": [ |
|
208 | "source": [ | |
209 | "2+10" |
|
209 | "2+10" | |
210 | ] |
|
210 | ] | |
211 | }, |
|
211 | }, | |
212 | { |
|
212 | { | |
213 | "cell_type": "code", |
|
213 | "cell_type": "code", | |
214 | "execution_count": 8, |
|
214 | "execution_count": 8, | |
215 | "metadata": { |
|
215 | "metadata": { | |
216 | "collapsed": false |
|
216 | "collapsed": false | |
217 | }, |
|
217 | }, | |
218 | "outputs": [ |
|
218 | "outputs": [ | |
219 | { |
|
219 | { | |
220 | "data": { |
|
220 | "data": { | |
221 | "text/plain": [ |
|
221 | "text/plain": [ | |
222 | "22" |
|
222 | "22" | |
223 | ] |
|
223 | ] | |
224 | }, |
|
224 | }, | |
225 | "execution_count": 8, |
|
225 | "execution_count": 8, | |
226 | "metadata": {}, |
|
226 | "metadata": {}, | |
227 | "output_type": "execute_result" |
|
227 | "output_type": "execute_result" | |
228 | } |
|
228 | } | |
229 | ], |
|
229 | ], | |
230 | "source": [ |
|
230 | "source": [ | |
231 | "_+10" |
|
231 | "_+10" | |
232 | ] |
|
232 | ] | |
233 | }, |
|
233 | }, | |
234 | { |
|
234 | { | |
235 | "cell_type": "markdown", |
|
235 | "cell_type": "markdown", | |
236 | "metadata": { |
|
236 | "metadata": { | |
237 | "slideshow": { |
|
237 | "slideshow": { | |
238 | "slide_type": "slide" |
|
238 | "slide_type": "slide" | |
239 | } |
|
239 | } | |
240 | }, |
|
240 | }, | |
241 | "source": [ |
|
241 | "source": [ | |
242 | "You can suppress the storage and rendering of output if you append `;` to the last cell (this comes in handy when plotting with matplotlib, for example):" |
|
242 | "You can suppress the storage and rendering of output if you append `;` to the last cell (this comes in handy when plotting with matplotlib, for example):" | |
243 | ] |
|
243 | ] | |
244 | }, |
|
244 | }, | |
245 | { |
|
245 | { | |
246 | "cell_type": "code", |
|
246 | "cell_type": "code", | |
247 | "execution_count": 9, |
|
247 | "execution_count": 9, | |
248 | "metadata": { |
|
248 | "metadata": { | |
249 | "collapsed": false |
|
249 | "collapsed": false | |
250 | }, |
|
250 | }, | |
251 | "outputs": [], |
|
251 | "outputs": [], | |
252 | "source": [ |
|
252 | "source": [ | |
253 | "10+20;" |
|
253 | "10+20;" | |
254 | ] |
|
254 | ] | |
255 | }, |
|
255 | }, | |
256 | { |
|
256 | { | |
257 | "cell_type": "code", |
|
257 | "cell_type": "code", | |
258 | "execution_count": 10, |
|
258 | "execution_count": 10, | |
259 | "metadata": { |
|
259 | "metadata": { | |
260 | "collapsed": false |
|
260 | "collapsed": false | |
261 | }, |
|
261 | }, | |
262 | "outputs": [ |
|
262 | "outputs": [ | |
263 | { |
|
263 | { | |
264 | "data": { |
|
264 | "data": { | |
265 | "text/plain": [ |
|
265 | "text/plain": [ | |
266 | "22" |
|
266 | "22" | |
267 | ] |
|
267 | ] | |
268 | }, |
|
268 | }, | |
269 | "execution_count": 10, |
|
269 | "execution_count": 10, | |
270 | "metadata": {}, |
|
270 | "metadata": {}, | |
271 | "output_type": "execute_result" |
|
271 | "output_type": "execute_result" | |
272 | } |
|
272 | } | |
273 | ], |
|
273 | ], | |
274 | "source": [ |
|
274 | "source": [ | |
275 | "_" |
|
275 | "_" | |
276 | ] |
|
276 | ] | |
277 | }, |
|
277 | }, | |
278 | { |
|
278 | { | |
279 | "cell_type": "markdown", |
|
279 | "cell_type": "markdown", | |
280 | "metadata": { |
|
280 | "metadata": { | |
281 | "slideshow": { |
|
281 | "slideshow": { | |
282 | "slide_type": "slide" |
|
282 | "slide_type": "slide" | |
283 | } |
|
283 | } | |
284 | }, |
|
284 | }, | |
285 | "source": [ |
|
285 | "source": [ | |
286 | "The output is stored in `_N` and `Out[N]` variables:" |
|
286 | "The output is stored in `_N` and `Out[N]` variables:" | |
287 | ] |
|
287 | ] | |
288 | }, |
|
288 | }, | |
289 | { |
|
289 | { | |
290 | "cell_type": "code", |
|
290 | "cell_type": "code", | |
291 | "execution_count": 11, |
|
291 | "execution_count": 11, | |
292 | "metadata": { |
|
292 | "metadata": { | |
293 | "collapsed": false |
|
293 | "collapsed": false | |
294 | }, |
|
294 | }, | |
295 | "outputs": [ |
|
295 | "outputs": [ | |
296 | { |
|
296 | { | |
297 | "data": { |
|
297 | "data": { | |
298 | "text/plain": [ |
|
298 | "text/plain": [ | |
299 | "True" |
|
299 | "True" | |
300 | ] |
|
300 | ] | |
301 | }, |
|
301 | }, | |
302 | "execution_count": 11, |
|
302 | "execution_count": 11, | |
303 | "metadata": {}, |
|
303 | "metadata": {}, | |
304 | "output_type": "execute_result" |
|
304 | "output_type": "execute_result" | |
305 | } |
|
305 | } | |
306 | ], |
|
306 | ], | |
307 | "source": [ |
|
307 | "source": [ | |
308 | "_10 == Out[10]" |
|
308 | "_10 == Out[10]" | |
309 | ] |
|
309 | ] | |
310 | }, |
|
310 | }, | |
311 | { |
|
311 | { | |
312 | "cell_type": "markdown", |
|
312 | "cell_type": "markdown", | |
313 | "metadata": { |
|
313 | "metadata": { | |
314 | "slideshow": { |
|
314 | "slideshow": { | |
315 | "slide_type": "slide" |
|
315 | "slide_type": "slide" | |
316 | } |
|
316 | } | |
317 | }, |
|
317 | }, | |
318 | "source": [ |
|
318 | "source": [ | |
319 | "And the last three have shorthands for convenience:" |
|
319 | "And the last three have shorthands for convenience:" | |
320 | ] |
|
320 | ] | |
321 | }, |
|
321 | }, | |
322 | { |
|
322 | { | |
323 | "cell_type": "code", |
|
323 | "cell_type": "code", | |
324 | "execution_count": 12, |
|
324 | "execution_count": 12, | |
325 | "metadata": { |
|
325 | "metadata": { | |
326 | "collapsed": false |
|
326 | "collapsed": false | |
327 | }, |
|
327 | }, | |
328 | "outputs": [ |
|
328 | "outputs": [ | |
329 | { |
|
329 | { | |
330 | "name": "stdout", |
|
330 | "name": "stdout", | |
331 | "output_type": "stream", |
|
331 | "output_type": "stream", | |
332 | "text": [ |
|
332 | "text": [ | |
333 | "last output: True\n", |
|
333 | "last output: True\n", | |
334 | "next one : 22\n", |
|
334 | "next one : 22\n", | |
335 | "and next : 22\n" |
|
335 | "and next : 22\n" | |
336 | ] |
|
336 | ] | |
337 | } |
|
337 | } | |
338 | ], |
|
338 | ], | |
339 | "source": [ |
|
339 | "source": [ | |
340 | "print 'last output:', _\n", |
|
340 | "from __future__ import print_function\n", | |
341 | "print 'next one :', __\n", |
|
341 | "\n", | |
342 |
"print |
|
342 | "print('last output:', _)\n", | |
|
343 | "print('next one :', __)\n", | |||
|
344 | "print('and next :', ___)" | |||
343 | ] |
|
345 | ] | |
344 | }, |
|
346 | }, | |
345 | { |
|
347 | { | |
346 | "cell_type": "code", |
|
348 | "cell_type": "code", | |
347 | "execution_count": 13, |
|
349 | "execution_count": 13, | |
348 | "metadata": { |
|
350 | "metadata": { | |
349 | "collapsed": false, |
|
351 | "collapsed": false, | |
350 | "slideshow": { |
|
352 | "slideshow": { | |
351 | "slide_type": "-" |
|
353 | "slide_type": "-" | |
352 | } |
|
354 | } | |
353 | }, |
|
355 | }, | |
354 | "outputs": [ |
|
356 | "outputs": [ | |
355 | { |
|
357 | { | |
356 | "data": { |
|
358 | "data": { | |
357 | "text/plain": [ |
|
359 | "text/plain": [ | |
358 |
" |
|
360 | "'_10 == Out[10]'" | |
359 | ] |
|
361 | ] | |
360 | }, |
|
362 | }, | |
361 | "execution_count": 13, |
|
363 | "execution_count": 13, | |
362 | "metadata": {}, |
|
364 | "metadata": {}, | |
363 | "output_type": "execute_result" |
|
365 | "output_type": "execute_result" | |
364 | } |
|
366 | } | |
365 | ], |
|
367 | ], | |
366 | "source": [ |
|
368 | "source": [ | |
367 | "In[11]" |
|
369 | "In[11]" | |
368 | ] |
|
370 | ] | |
369 | }, |
|
371 | }, | |
370 | { |
|
372 | { | |
371 | "cell_type": "code", |
|
373 | "cell_type": "code", | |
372 | "execution_count": 14, |
|
374 | "execution_count": 14, | |
373 | "metadata": { |
|
375 | "metadata": { | |
374 | "collapsed": false |
|
376 | "collapsed": false | |
375 | }, |
|
377 | }, | |
376 | "outputs": [ |
|
378 | "outputs": [ | |
377 | { |
|
379 | { | |
378 | "data": { |
|
380 | "data": { | |
379 | "text/plain": [ |
|
381 | "text/plain": [ | |
380 |
" |
|
382 | "'In[11]'" | |
381 | ] |
|
383 | ] | |
382 | }, |
|
384 | }, | |
383 | "execution_count": 14, |
|
385 | "execution_count": 14, | |
384 | "metadata": {}, |
|
386 | "metadata": {}, | |
385 | "output_type": "execute_result" |
|
387 | "output_type": "execute_result" | |
386 | } |
|
388 | } | |
387 | ], |
|
389 | ], | |
388 | "source": [ |
|
390 | "source": [ | |
389 | "_i" |
|
391 | "_i" | |
390 | ] |
|
392 | ] | |
391 | }, |
|
393 | }, | |
392 | { |
|
394 | { | |
393 | "cell_type": "code", |
|
395 | "cell_type": "code", | |
394 | "execution_count": 15, |
|
396 | "execution_count": 15, | |
395 | "metadata": { |
|
397 | "metadata": { | |
396 | "collapsed": false |
|
398 | "collapsed": false | |
397 | }, |
|
399 | }, | |
398 | "outputs": [ |
|
400 | "outputs": [ | |
399 | { |
|
401 | { | |
400 | "data": { |
|
402 | "data": { | |
401 | "text/plain": [ |
|
403 | "text/plain": [ | |
402 |
" |
|
404 | "'In[11]'" | |
403 | ] |
|
405 | ] | |
404 | }, |
|
406 | }, | |
405 | "execution_count": 15, |
|
407 | "execution_count": 15, | |
406 | "metadata": {}, |
|
408 | "metadata": {}, | |
407 | "output_type": "execute_result" |
|
409 | "output_type": "execute_result" | |
408 | } |
|
410 | } | |
409 | ], |
|
411 | ], | |
410 | "source": [ |
|
412 | "source": [ | |
411 | "_ii" |
|
413 | "_ii" | |
412 | ] |
|
414 | ] | |
413 | }, |
|
415 | }, | |
414 | { |
|
416 | { | |
415 | "cell_type": "code", |
|
417 | "cell_type": "code", | |
416 | "execution_count": 16, |
|
418 | "execution_count": 16, | |
417 | "metadata": { |
|
419 | "metadata": { | |
418 | "collapsed": false, |
|
420 | "collapsed": false, | |
419 | "slideshow": { |
|
421 | "slideshow": { | |
420 | "slide_type": "subslide" |
|
422 | "slide_type": "subslide" | |
421 | } |
|
423 | } | |
422 | }, |
|
424 | }, | |
423 | "outputs": [ |
|
425 | "outputs": [ | |
424 | { |
|
426 | { | |
425 | "name": "stdout", |
|
427 | "name": "stdout", | |
426 | "output_type": "stream", |
|
428 | "output_type": "stream", | |
427 | "text": [ |
|
429 | "text": [ | |
428 | "last input: _ii\n", |
|
430 | "last input: _ii\n", | |
429 | "next one : _i\n", |
|
431 | "next one : _i\n", | |
430 | "and next : In[11]\n" |
|
432 | "and next : In[11]\n" | |
431 | ] |
|
433 | ] | |
432 | } |
|
434 | } | |
433 | ], |
|
435 | ], | |
434 | "source": [ |
|
436 | "source": [ | |
435 |
"print |
|
437 | "print('last input:', _i)\n", | |
436 |
"print |
|
438 | "print('next one :', _ii)\n", | |
437 |
"print |
|
439 | "print('and next :', _iii)" | |
438 | ] |
|
440 | ] | |
439 | }, |
|
441 | }, | |
440 | { |
|
442 | { | |
441 | "cell_type": "code", |
|
443 | "cell_type": "code", | |
442 | "execution_count": 17, |
|
444 | "execution_count": 17, | |
443 | "metadata": { |
|
445 | "metadata": { | |
444 | "collapsed": false |
|
446 | "collapsed": false | |
445 | }, |
|
447 | }, | |
446 | "outputs": [ |
|
448 | "outputs": [ | |
447 | { |
|
449 | { | |
448 | "name": "stdout", |
|
450 | "name": "stdout", | |
449 | "output_type": "stream", |
|
451 | "output_type": "stream", | |
450 | "text": [ |
|
452 | "text": [ | |
451 |
" 1: print |
|
453 | " 1: print(\"Hi\")\n", | |
452 | " 2: ?\n", |
|
454 | " 2: ?\n", | |
453 | " 3:\n", |
|
455 | " 3:\n", | |
454 | "import collections\n", |
|
456 | "import collections\n", | |
455 | "collections.namedtuple?\n", |
|
457 | "collections.namedtuple?\n", | |
456 | " 4: collections.Counter??\n", |
|
458 | " 4: collections.Counter??\n", | |
457 | " 5: *int*?\n" |
|
459 | " 5: *int*?\n" | |
458 | ] |
|
460 | ] | |
459 | } |
|
461 | } | |
460 | ], |
|
462 | ], | |
461 | "source": [ |
|
463 | "source": [ | |
462 | "%history -n 1-5" |
|
464 | "%history -n 1-5" | |
463 | ] |
|
465 | ] | |
464 | }, |
|
466 | }, | |
465 | { |
|
467 | { | |
466 | "cell_type": "markdown", |
|
468 | "cell_type": "markdown", | |
467 | "metadata": { |
|
469 | "metadata": { | |
468 | "slideshow": { |
|
470 | "slideshow": { | |
469 | "slide_type": "subslide" |
|
471 | "slide_type": "subslide" | |
470 | } |
|
472 | } | |
471 | }, |
|
473 | }, | |
472 | "source": [ |
|
474 | "source": [ | |
473 | "**Exercise**\n", |
|
475 | "**Exercise**\n", | |
474 | "\n", |
|
476 | "\n", | |
475 | "Write the last 10 lines of history to a file named `log.py`." |
|
477 | "Write the last 10 lines of history to a file named `log.py`." | |
476 | ] |
|
478 | ] | |
477 | }, |
|
479 | }, | |
478 | { |
|
480 | { | |
479 | "cell_type": "markdown", |
|
481 | "cell_type": "markdown", | |
480 | "metadata": { |
|
482 | "metadata": { | |
481 | "slideshow": { |
|
483 | "slideshow": { | |
482 | "slide_type": "slide" |
|
484 | "slide_type": "slide" | |
483 | } |
|
485 | } | |
484 | }, |
|
486 | }, | |
485 | "source": [ |
|
487 | "source": [ | |
486 | "## Accessing the underlying operating system" |
|
488 | "## Accessing the underlying operating system" | |
487 | ] |
|
489 | ] | |
488 | }, |
|
490 | }, | |
489 | { |
|
491 | { | |
490 | "cell_type": "code", |
|
492 | "cell_type": "code", | |
491 | "execution_count": 18, |
|
493 | "execution_count": 18, | |
492 | "metadata": { |
|
494 | "metadata": { | |
493 | "collapsed": false |
|
495 | "collapsed": false | |
494 | }, |
|
496 | }, | |
495 | "outputs": [ |
|
497 | "outputs": [ | |
496 | { |
|
498 | { | |
497 | "name": "stdout", |
|
499 | "name": "stdout", | |
498 | "output_type": "stream", |
|
500 | "output_type": "stream", | |
499 | "text": [ |
|
501 | "text": [ | |
500 | "/home/fperez/ipython/tutorial/notebooks\r\n" |
|
502 | "/Users/minrk/dev/ip/mine/examples/IPython Kernel\r\n" | |
501 | ] |
|
503 | ] | |
502 | } |
|
504 | } | |
503 | ], |
|
505 | ], | |
504 | "source": [ |
|
506 | "source": [ | |
505 | "!pwd" |
|
507 | "!pwd" | |
506 | ] |
|
508 | ] | |
507 | }, |
|
509 | }, | |
508 | { |
|
510 | { | |
509 | "cell_type": "code", |
|
511 | "cell_type": "code", | |
510 | "execution_count": 19, |
|
512 | "execution_count": 19, | |
511 | "metadata": { |
|
513 | "metadata": { | |
512 | "collapsed": false |
|
514 | "collapsed": false | |
513 | }, |
|
515 | }, | |
514 | "outputs": [ |
|
516 | "outputs": [ | |
515 | { |
|
517 | { | |
516 | "name": "stdout", |
|
518 | "name": "stdout", | |
517 | "output_type": "stream", |
|
519 | "output_type": "stream", | |
518 | "text": [ |
|
520 | "text": [ | |
519 | "My current directory's files:\n", |
|
521 | "My current directory's files:\n", | |
520 | "['BackgroundJobs.ipynb', 'Custom Display Logic.ipynb', 'Customizing IPython - Condensed.ipynb', 'Customizing IPython - Config.ipynb', 'Customizing IPython - Extensions.ipynb', 'Customizing IPython - Magics.ipynb', 'data', 'figs', 'flare.json', 'Index.ipynb', 'Interactive Widgets.ipynb', 'IPython - beyond plain Python.ipynb', 'kernel-embedding', 'Markdown Cells.ipynb', 'myscript.py', 'nbconvert_arch.png', 'NbConvert from command line.ipynb', 'NbConvert Python library.ipynb', 'Notebook and javascript extension.ipynb', 'Notebook Basics.ipynb', 'Overview of IPython.parallel.ipynb', 'parallel', 'Rich Display System.ipynb', 'Running a Secure Public Notebook.ipynb', 'Running Code.ipynb', 'Sample.ipynb', 'soln', 'Terminal usage.ipynb', 'text_analysis.py', 'Typesetting Math Using MathJax.ipynb']\n" |
|
522 | "['Animations Using clear_output.ipynb', 'Background Jobs.ipynb', 'Beyond Plain Python.ipynb', 'Capturing Output.ipynb', 'Cell Magics.ipynb', 'Custom Display Logic.ipynb', 'Index.ipynb', 'Old Custom Display Logic.ipynb', 'Plotting in the Notebook.ipynb', 'Raw Input in the Notebook.ipynb', 'Rich Output.ipynb', 'Script Magics.ipynb', 'SymPy.ipynb', 'Terminal Usage.ipynb', 'Third Party Rich Output.ipynb', 'Trapezoid Rule.ipynb', 'Working With External Code.ipynb', '__pycache__', 'data', 'example-demo.py', 'gui', 'ipython-completion.bash', 'ipython-get-history.py', 'ipython-qtconsole.desktop', 'ipython.desktop', 'mod.py', 'test.txt']\n" | |
521 | ] |
|
523 | ] | |
522 | } |
|
524 | } | |
523 | ], |
|
525 | ], | |
524 | "source": [ |
|
526 | "source": [ | |
525 | "files = !ls\n", |
|
527 | "files = !ls\n", | |
526 |
"print |
|
528 | "print(\"My current directory's files:\")\n", | |
527 |
"print |
|
529 | "print(files)" | |
528 | ] |
|
530 | ] | |
529 | }, |
|
531 | }, | |
530 | { |
|
532 | { | |
531 | "cell_type": "code", |
|
533 | "cell_type": "code", | |
532 | "execution_count": 20, |
|
534 | "execution_count": 20, | |
533 | "metadata": { |
|
535 | "metadata": { | |
534 | "collapsed": false |
|
536 | "collapsed": false | |
535 | }, |
|
537 | }, | |
536 | "outputs": [ |
|
538 | "outputs": [ | |
537 | { |
|
539 | { | |
538 | "name": "stdout", |
|
540 | "name": "stdout", | |
539 | "output_type": "stream", |
|
541 | "output_type": "stream", | |
540 | "text": [ |
|
542 | "text": [ | |
541 | "[BackgroundJobs.ipynb, Custom Display Logic.ipynb, Customizing IPython - Condensed.ipynb, Customizing IPython - Config.ipynb, Customizing IPython - Extensions.ipynb, Customizing IPython - Magics.ipynb, data, figs, flare.json, Index.ipynb, Interactive Widgets.ipynb, IPython - beyond plain Python.ipynb, kernel-embedding, Markdown Cells.ipynb, myscript.py, nbconvert_arch.png, NbConvert from command line.ipynb, NbConvert Python library.ipynb, Notebook and javascript extension.ipynb, Notebook Basics.ipynb, Overview of IPython.parallel.ipynb, parallel, Rich Display System.ipynb, Running a Secure Public Notebook.ipynb, Running Code.ipynb, Sample.ipynb, soln, Terminal usage.ipynb, text_analysis.py, Typesetting Math Using MathJax.ipynb]\r\n" |
|
543 | "[Animations Using clear_output.ipynb, Background Jobs.ipynb, Beyond Plain Python.ipynb, Capturing Output.ipynb, Cell Magics.ipynb, Custom Display Logic.ipynb, Index.ipynb, Old Custom Display Logic.ipynb, Plotting in the Notebook.ipynb, Raw Input in the Notebook.ipynb, Rich Output.ipynb, Script Magics.ipynb, SymPy.ipynb, Terminal Usage.ipynb, Third Party Rich Output.ipynb, Trapezoid Rule.ipynb, Working With External Code.ipynb, __pycache__, data, example-demo.py, gui, ipython-completion.bash, ipython-get-history.py, ipython-qtconsole.desktop, ipython.desktop, mod.py, test.txt]\r\n" | |
542 | ] |
|
544 | ] | |
543 | } |
|
545 | } | |
544 | ], |
|
546 | ], | |
545 | "source": [ |
|
547 | "source": [ | |
546 | "!echo $files" |
|
548 | "!echo $files" | |
547 | ] |
|
549 | ] | |
548 | }, |
|
550 | }, | |
549 | { |
|
551 | { | |
550 | "cell_type": "code", |
|
552 | "cell_type": "code", | |
551 | "execution_count": 21, |
|
553 | "execution_count": 21, | |
552 | "metadata": { |
|
554 | "metadata": { | |
553 | "collapsed": false |
|
555 | "collapsed": false | |
554 | }, |
|
556 | }, | |
555 | "outputs": [ |
|
557 | "outputs": [ | |
556 | { |
|
558 | { | |
557 | "name": "stdout", |
|
559 | "name": "stdout", | |
558 | "output_type": "stream", |
|
560 | "output_type": "stream", | |
559 | "text": [ |
|
561 | "text": [ | |
560 | "BACKGROUNDJOBS.IPYNB\r\n" |
|
562 | "ANIMATIONS USING CLEAR_OUTPUT.IPYNB\r\n" | |
561 | ] |
|
563 | ] | |
562 | } |
|
564 | } | |
563 | ], |
|
565 | ], | |
564 | "source": [ |
|
566 | "source": [ | |
565 | "!echo {files[0].upper()}" |
|
567 | "!echo {files[0].upper()}" | |
566 | ] |
|
568 | ] | |
567 | }, |
|
569 | }, | |
568 | { |
|
570 | { | |
569 | "cell_type": "markdown", |
|
571 | "cell_type": "markdown", | |
570 | "metadata": {}, |
|
572 | "metadata": {}, | |
571 | "source": [ |
|
573 | "source": [ | |
572 | "Note that all this is available even in multiline blocks:" |
|
574 | "Note that all this is available even in multiline blocks:" | |
573 | ] |
|
575 | ] | |
574 | }, |
|
576 | }, | |
575 | { |
|
577 | { | |
576 | "cell_type": "code", |
|
578 | "cell_type": "code", | |
577 |
"execution_count": 2 |
|
579 | "execution_count": 22, | |
578 | "metadata": { |
|
580 | "metadata": { | |
579 | "collapsed": false |
|
581 | "collapsed": false | |
580 | }, |
|
582 | }, | |
581 | "outputs": [ |
|
583 | "outputs": [ | |
582 | { |
|
584 | { | |
583 | "name": "stdout", |
|
585 | "name": "stdout", | |
584 | "output_type": "stream", |
|
586 | "output_type": "stream", | |
585 | "text": [ |
|
587 | "text": [ | |
586 | "00 - BackgroundJobs\r\n", |
|
588 | "00 - Animations Using clear_output\n", | |
587 | "01 - Custom Display Logic\r\n", |
|
589 | "01 - Background Jobs\n", | |
588 |
"02 - |
|
590 | "02 - Beyond Plain Python\n", | |
589 | "03 - Customizing IPython - Config\r\n", |
|
591 | "03 - Capturing Output\n", | |
590 | "04 - Customizing IPython - Extensions\r\n", |
|
592 | "04 - Cell Magics\n", | |
591 |
"05 - Custom |
|
593 | "05 - Custom Display Logic\n", | |
|
594 | "06 - Index\n", | |||
|
595 | "07 - Old Custom Display Logic\n", | |||
|
596 | "08 - Plotting in the Notebook\n", | |||
|
597 | "09 - Raw Input in the Notebook\n", | |||
|
598 | "10 - Rich Output\n", | |||
|
599 | "11 - Script Magics\n", | |||
|
600 | "12 - SymPy\n", | |||
|
601 | "13 - Terminal Usage\n", | |||
|
602 | "14 - Third Party Rich Output\n", | |||
|
603 | "15 - Trapezoid Rule\n", | |||
|
604 | "16 - Working With External Code\n", | |||
592 | "--\n", |
|
605 | "--\n", | |
593 | "--\n", |
|
606 | "--\n", | |
594 | "--\n", |
|
607 | "--\n", | |
595 | "09 - Index\r\n", |
|
|||
596 | "10 - Interactive Widgets\r\n", |
|
|||
597 | "11 - IPython - beyond plain Python\r\n", |
|
|||
598 | "--\n", |
|
608 | "--\n", | |
599 | "13 - Markdown Cells\r\n", |
|
|||
600 | "--\n", |
|
609 | "--\n", | |
601 | "--\n", |
|
610 | "--\n", | |
602 | "16 - NbConvert from command line\r\n", |
|
|||
603 | "17 - NbConvert Python library\r\n", |
|
|||
604 | "18 - Notebook and javascript extension\r\n", |
|
|||
605 | "19 - Notebook Basics\r\n", |
|
|||
606 | "20 - Overview of IPython.parallel\r\n", |
|
|||
607 | "--\n", |
|
611 | "--\n", | |
608 | "22 - Rich Display System\r\n", |
|
|||
609 | "23 - Running a Secure Public Notebook\r\n", |
|
|||
610 | "24 - Running Code\r\n", |
|
|||
611 | "25 - Sample\r\n", |
|
|||
612 | "--\n", |
|
612 | "--\n", | |
613 | "27 - Terminal usage\r\n", |
|
|||
614 | "--\n", |
|
613 | "--\n", | |
615 | "29 - Typesetting Math Using MathJax\r\n" |
|
614 | "--\n" | |
616 | ] |
|
615 | ] | |
617 | } |
|
616 | } | |
618 | ], |
|
617 | ], | |
619 | "source": [ |
|
618 | "source": [ | |
620 | "import os\n", |
|
619 | "import os\n", | |
621 | "for i,f in enumerate(files):\n", |
|
620 | "for i,f in enumerate(files):\n", | |
622 | " if f.endswith('ipynb'):\n", |
|
621 | " if f.endswith('ipynb'):\n", | |
623 | " !echo {\"%02d\" % i} - \"{os.path.splitext(f)[0]}\"\n", |
|
622 | " !echo {\"%02d\" % i} - \"{os.path.splitext(f)[0]}\"\n", | |
624 | " else:\n", |
|
623 | " else:\n", | |
625 |
" print |
|
624 | " print('--')" | |
626 | ] |
|
625 | ] | |
627 | }, |
|
626 | }, | |
628 | { |
|
627 | { | |
629 | "cell_type": "markdown", |
|
628 | "cell_type": "markdown", | |
630 | "metadata": {}, |
|
629 | "metadata": {}, | |
631 | "source": [ |
|
630 | "source": [ | |
632 | "## Beyond Python: magic functions" |
|
631 | "## Beyond Python: magic functions" | |
633 | ] |
|
632 | ] | |
634 | }, |
|
633 | }, | |
635 | { |
|
634 | { | |
636 | "cell_type": "markdown", |
|
635 | "cell_type": "markdown", | |
637 | "metadata": {}, |
|
636 | "metadata": {}, | |
638 | "source": [ |
|
637 | "source": [ | |
639 | "The IPyhton 'magic' functions are a set of commands, invoked by prepending one or two `%` signs to their name, that live in a namespace separate from your normal Python variables and provide a more command-like interface. They take flags with `--` and arguments without quotes, parentheses or commas. The motivation behind this system is two-fold:\n", |
|
638 | "The IPyhton 'magic' functions are a set of commands, invoked by prepending one or two `%` signs to their name, that live in a namespace separate from your normal Python variables and provide a more command-like interface. They take flags with `--` and arguments without quotes, parentheses or commas. The motivation behind this system is two-fold:\n", | |
640 | " \n", |
|
639 | " \n", | |
641 | "- To provide an orthogonal namespace for controlling IPython itself and exposing other system-oriented functionality.\n", |
|
640 | "- To provide an orthogonal namespace for controlling IPython itself and exposing other system-oriented functionality.\n", | |
642 | "\n", |
|
641 | "\n", | |
643 | "- To expose a calling mode that requires minimal verbosity and typing while working interactively. Thus the inspiration taken from the classic Unix shell style for commands." |
|
642 | "- To expose a calling mode that requires minimal verbosity and typing while working interactively. Thus the inspiration taken from the classic Unix shell style for commands." | |
644 | ] |
|
643 | ] | |
645 | }, |
|
644 | }, | |
646 | { |
|
645 | { | |
647 | "cell_type": "code", |
|
646 | "cell_type": "code", | |
648 |
"execution_count": 2 |
|
647 | "execution_count": 23, | |
649 | "metadata": { |
|
648 | "metadata": { | |
650 | "collapsed": false |
|
649 | "collapsed": false | |
651 | }, |
|
650 | }, | |
652 | "outputs": [], |
|
651 | "outputs": [], | |
653 | "source": [ |
|
652 | "source": [ | |
654 | "%magic" |
|
653 | "%magic" | |
655 | ] |
|
654 | ] | |
656 | }, |
|
655 | }, | |
657 | { |
|
656 | { | |
658 | "cell_type": "markdown", |
|
657 | "cell_type": "markdown", | |
659 | "metadata": {}, |
|
658 | "metadata": {}, | |
660 | "source": [ |
|
659 | "source": [ | |
661 | "Line vs cell magics:" |
|
660 | "Line vs cell magics:" | |
662 | ] |
|
661 | ] | |
663 | }, |
|
662 | }, | |
664 | { |
|
663 | { | |
665 | "cell_type": "code", |
|
664 | "cell_type": "code", | |
666 |
"execution_count": 2 |
|
665 | "execution_count": 24, | |
667 | "metadata": { |
|
666 | "metadata": { | |
668 | "collapsed": false |
|
667 | "collapsed": false | |
669 | }, |
|
668 | }, | |
670 | "outputs": [ |
|
669 | "outputs": [ | |
671 | { |
|
670 | { | |
672 | "name": "stdout", |
|
671 | "name": "stdout", | |
673 | "output_type": "stream", |
|
672 | "output_type": "stream", | |
674 | "text": [ |
|
673 | "text": [ | |
675 |
"10000 |
|
674 | "10000 loops, best of 3: 19.3 µs per loop\n" | |
676 | ] |
|
675 | ] | |
677 | } |
|
676 | } | |
678 | ], |
|
677 | ], | |
679 | "source": [ |
|
678 | "source": [ | |
680 | "%timeit range(10)" |
|
679 | "%timeit list(range(1000))" | |
681 | ] |
|
680 | ] | |
682 | }, |
|
681 | }, | |
683 | { |
|
682 | { | |
684 | "cell_type": "code", |
|
683 | "cell_type": "code", | |
685 |
"execution_count": |
|
684 | "execution_count": 25, | |
686 | "metadata": { |
|
685 | "metadata": { | |
687 | "collapsed": false |
|
686 | "collapsed": false | |
688 | }, |
|
687 | }, | |
689 | "outputs": [ |
|
688 | "outputs": [ | |
690 | { |
|
689 | { | |
691 | "name": "stdout", |
|
690 | "name": "stdout", | |
692 | "output_type": "stream", |
|
691 | "output_type": "stream", | |
693 | "text": [ |
|
692 | "text": [ | |
694 |
"100000 |
|
693 | "100000 loops, best of 3: 2.78 µs per loop\n" | |
695 | ] |
|
694 | ] | |
696 | } |
|
695 | } | |
697 | ], |
|
696 | ], | |
698 | "source": [ |
|
697 | "source": [ | |
699 | "%%timeit\n", |
|
698 | "%%timeit\n", | |
700 | "range(10)\n", |
|
699 | "list(range(10))\n", | |
701 | "range(100)" |
|
700 | "list(range(100))" | |
702 | ] |
|
701 | ] | |
703 | }, |
|
702 | }, | |
704 | { |
|
703 | { | |
705 | "cell_type": "markdown", |
|
704 | "cell_type": "markdown", | |
706 | "metadata": {}, |
|
705 | "metadata": {}, | |
707 | "source": [ |
|
706 | "source": [ | |
708 | "Line magics can be used even inside code blocks:" |
|
707 | "Line magics can be used even inside code blocks:" | |
709 | ] |
|
708 | ] | |
710 | }, |
|
709 | }, | |
711 | { |
|
710 | { | |
712 | "cell_type": "code", |
|
711 | "cell_type": "code", | |
713 |
"execution_count": |
|
712 | "execution_count": 26, | |
714 | "metadata": { |
|
713 | "metadata": { | |
715 | "collapsed": false |
|
714 | "collapsed": false | |
716 | }, |
|
715 | }, | |
717 | "outputs": [ |
|
716 | "outputs": [ | |
718 | { |
|
717 | { | |
719 | "name": "stdout", |
|
718 | "name": "stdout", | |
720 | "output_type": "stream", |
|
719 | "output_type": "stream", | |
721 | "text": [ |
|
720 | "text": [ | |
722 |
"size: |
|
721 | "size: 100 100000 loops, best of 3: 1.86 µs per loop\n", | |
723 |
" |
|
722 | "size: 200 100000 loops, best of 3: 2.49 µs per loop\n", | |
724 |
" |
|
723 | "size: 300 100000 loops, best of 3: 4.04 µs per loop\n", | |
725 |
" |
|
724 | "size: 400 100000 loops, best of 3: 6.21 µs per loop\n" | |
726 | " size: 400100000 loops, best of 3: 2.72 µs per loop\n", |
|
|||
727 | "\n" |
|
|||
728 | ] |
|
725 | ] | |
729 | } |
|
726 | } | |
730 | ], |
|
727 | ], | |
731 | "source": [ |
|
728 | "source": [ | |
732 | "for i in range(5):\n", |
|
729 | "for i in range(1, 5):\n", | |
733 | " size = i*100\n", |
|
730 | " size = i*100\n", | |
734 |
" print |
|
731 | " print('size:', size, end=' ')\n", | |
735 | " %timeit range(size)" |
|
732 | " %timeit list(range(size))" | |
736 | ] |
|
733 | ] | |
737 | }, |
|
734 | }, | |
738 | { |
|
735 | { | |
739 | "cell_type": "markdown", |
|
736 | "cell_type": "markdown", | |
740 | "metadata": {}, |
|
737 | "metadata": {}, | |
741 | "source": [ |
|
738 | "source": [ | |
742 | "Magics can do anything they want with their input, so it doesn't have to be valid Python:" |
|
739 | "Magics can do anything they want with their input, so it doesn't have to be valid Python:" | |
743 | ] |
|
740 | ] | |
744 | }, |
|
741 | }, | |
745 | { |
|
742 | { | |
746 | "cell_type": "code", |
|
743 | "cell_type": "code", | |
747 |
"execution_count": |
|
744 | "execution_count": 27, | |
748 | "metadata": { |
|
745 | "metadata": { | |
749 | "collapsed": false |
|
746 | "collapsed": false | |
750 | }, |
|
747 | }, | |
751 | "outputs": [ |
|
748 | "outputs": [ | |
752 | { |
|
749 | { | |
753 | "name": "stdout", |
|
750 | "name": "stdout", | |
754 | "output_type": "stream", |
|
751 | "output_type": "stream", | |
755 | "text": [ |
|
752 | "text": [ | |
756 | "My shell is: /bin/bash\n", |
|
753 | "My shell is: /usr/local/bin/bash\n", | |
757 |
"My |
|
754 | "My disk usage is:\n", | |
758 | " total used free shared buffers cached\n", |
|
755 | "Filesystem Size Used Avail Capacity iused ifree %iused Mounted on\n", | |
759 | "Mem: 7870888 6389328 1481560 0 662860 2505172\n", |
|
756 | "/dev/disk1 233Gi 216Gi 16Gi 94% 56788108 4190706 93% /\n", | |
760 | "-/+ buffers/cache: 3221296 4649592\n", |
|
757 | "devfs 190Ki 190Ki 0Bi 100% 656 0 100% /dev\n", | |
761 | "Swap: 3905532 4852 3900680\n" |
|
758 | "map -hosts 0Bi 0Bi 0Bi 100% 0 0 100% /net\n", | |
|
759 | "map auto_home 0Bi 0Bi 0Bi 100% 0 0 100% /home\n" | |||
762 | ] |
|
760 | ] | |
763 | } |
|
761 | } | |
764 | ], |
|
762 | ], | |
765 | "source": [ |
|
763 | "source": [ | |
766 | "%%bash\n", |
|
764 | "%%bash\n", | |
767 | "echo \"My shell is:\" $SHELL\n", |
|
765 | "echo \"My shell is:\" $SHELL\n", | |
768 |
"echo \"My |
|
766 | "echo \"My disk usage is:\"\n", | |
769 |
" |
|
767 | "df -h" | |
770 | ] |
|
768 | ] | |
771 | }, |
|
769 | }, | |
772 | { |
|
770 | { | |
773 | "cell_type": "markdown", |
|
771 | "cell_type": "markdown", | |
774 | "metadata": {}, |
|
772 | "metadata": {}, | |
775 | "source": [ |
|
773 | "source": [ | |
776 | "Another interesting cell magic: create any file you want locally from the notebook:" |
|
774 | "Another interesting cell magic: create any file you want locally from the notebook:" | |
777 | ] |
|
775 | ] | |
778 | }, |
|
776 | }, | |
779 | { |
|
777 | { | |
780 | "cell_type": "code", |
|
778 | "cell_type": "code", | |
781 |
"execution_count": |
|
779 | "execution_count": 28, | |
782 | "metadata": { |
|
780 | "metadata": { | |
783 | "collapsed": false |
|
781 | "collapsed": false | |
784 | }, |
|
782 | }, | |
785 | "outputs": [ |
|
783 | "outputs": [ | |
786 | { |
|
784 | { | |
787 | "name": "stdout", |
|
785 | "name": "stdout", | |
788 | "output_type": "stream", |
|
786 | "output_type": "stream", | |
789 | "text": [ |
|
787 | "text": [ | |
790 |
" |
|
788 | "Overwriting test.txt\n" | |
791 | ] |
|
789 | ] | |
792 | } |
|
790 | } | |
793 | ], |
|
791 | ], | |
794 | "source": [ |
|
792 | "source": [ | |
795 | "%%writefile test.txt\n", |
|
793 | "%%writefile test.txt\n", | |
796 | "This is a test file!\n", |
|
794 | "This is a test file!\n", | |
797 | "It can contain anything I want...\n", |
|
795 | "It can contain anything I want...\n", | |
798 | "\n", |
|
796 | "\n", | |
799 | "And more..." |
|
797 | "And more..." | |
800 | ] |
|
798 | ] | |
801 | }, |
|
799 | }, | |
802 | { |
|
800 | { | |
803 | "cell_type": "code", |
|
801 | "cell_type": "code", | |
804 |
"execution_count": |
|
802 | "execution_count": 29, | |
805 | "metadata": { |
|
803 | "metadata": { | |
806 | "collapsed": false |
|
804 | "collapsed": false | |
807 | }, |
|
805 | }, | |
808 | "outputs": [ |
|
806 | "outputs": [ | |
809 | { |
|
807 | { | |
810 | "name": "stdout", |
|
808 | "name": "stdout", | |
811 | "output_type": "stream", |
|
809 | "output_type": "stream", | |
812 | "text": [ |
|
810 | "text": [ | |
813 | "This is a test file!\r\n", |
|
811 | "This is a test file!\r\n", | |
814 | "It can contain anything I want...\r\n", |
|
812 | "It can contain anything I want...\r\n", | |
815 | "\r\n", |
|
813 | "\r\n", | |
816 | "And more..." |
|
814 | "And more..." | |
817 | ] |
|
815 | ] | |
818 | } |
|
816 | } | |
819 | ], |
|
817 | ], | |
820 | "source": [ |
|
818 | "source": [ | |
821 | "!cat test.txt" |
|
819 | "!cat test.txt" | |
822 | ] |
|
820 | ] | |
823 | }, |
|
821 | }, | |
824 | { |
|
822 | { | |
825 | "cell_type": "markdown", |
|
823 | "cell_type": "markdown", | |
826 | "metadata": {}, |
|
824 | "metadata": {}, | |
827 | "source": [ |
|
825 | "source": [ | |
828 | "Let's see what other magics are currently defined in the system:" |
|
826 | "Let's see what other magics are currently defined in the system:" | |
829 | ] |
|
827 | ] | |
830 | }, |
|
828 | }, | |
831 | { |
|
829 | { | |
832 | "cell_type": "code", |
|
830 | "cell_type": "code", | |
833 |
"execution_count": 3 |
|
831 | "execution_count": 30, | |
834 | "metadata": { |
|
832 | "metadata": { | |
835 | "collapsed": false |
|
833 | "collapsed": false | |
836 | }, |
|
834 | }, | |
837 | "outputs": [ |
|
835 | "outputs": [ | |
838 | { |
|
836 | { | |
839 | "data": { |
|
837 | "data": { | |
840 | "application/json": { |
|
838 | "application/json": { | |
841 | "cell": { |
|
839 | "cell": { | |
842 | "!": "OSMagics", |
|
840 | "!": "OSMagics", | |
843 | "HTML": "Other", |
|
841 | "HTML": "Other", | |
844 | "SVG": "Other", |
|
842 | "SVG": "Other", | |
845 | "bash": "Other", |
|
843 | "bash": "Other", | |
846 | "capture": "ExecutionMagics", |
|
844 | "capture": "ExecutionMagics", | |
847 | "debug": "ExecutionMagics", |
|
845 | "debug": "ExecutionMagics", | |
848 | "file": "Other", |
|
846 | "file": "Other", | |
849 | "html": "DisplayMagics", |
|
847 | "html": "DisplayMagics", | |
850 | "javascript": "DisplayMagics", |
|
848 | "javascript": "DisplayMagics", | |
851 | "latex": "DisplayMagics", |
|
849 | "latex": "DisplayMagics", | |
852 | "perl": "Other", |
|
850 | "perl": "Other", | |
853 | "prun": "ExecutionMagics", |
|
851 | "prun": "ExecutionMagics", | |
854 | "pypy": "Other", |
|
852 | "pypy": "Other", | |
855 | "python": "Other", |
|
853 | "python": "Other", | |
856 | "python2": "Other", |
|
854 | "python2": "Other", | |
857 | "python3": "Other", |
|
855 | "python3": "Other", | |
858 | "ruby": "Other", |
|
856 | "ruby": "Other", | |
859 | "script": "ScriptMagics", |
|
857 | "script": "ScriptMagics", | |
860 | "sh": "Other", |
|
858 | "sh": "Other", | |
861 | "svg": "DisplayMagics", |
|
859 | "svg": "DisplayMagics", | |
862 | "sx": "OSMagics", |
|
860 | "sx": "OSMagics", | |
863 | "system": "OSMagics", |
|
861 | "system": "OSMagics", | |
864 | "time": "ExecutionMagics", |
|
862 | "time": "ExecutionMagics", | |
865 | "timeit": "ExecutionMagics", |
|
863 | "timeit": "ExecutionMagics", | |
866 | "writefile": "OSMagics" |
|
864 | "writefile": "OSMagics" | |
867 | }, |
|
865 | }, | |
868 | "line": { |
|
866 | "line": { | |
869 | "alias": "OSMagics", |
|
867 | "alias": "OSMagics", | |
870 | "alias_magic": "BasicMagics", |
|
868 | "alias_magic": "BasicMagics", | |
871 | "autocall": "AutoMagics", |
|
869 | "autocall": "AutoMagics", | |
872 | "automagic": "AutoMagics", |
|
870 | "automagic": "AutoMagics", | |
873 | "autosave": "KernelMagics", |
|
871 | "autosave": "KernelMagics", | |
874 | "bookmark": "OSMagics", |
|
872 | "bookmark": "OSMagics", | |
875 | "cat": "Other", |
|
873 | "cat": "Other", | |
876 | "cd": "OSMagics", |
|
874 | "cd": "OSMagics", | |
877 | "cl": "Other", |
|
|||
878 | "clear": "KernelMagics", |
|
875 | "clear": "KernelMagics", | |
879 | "clk": "Other", |
|
|||
880 | "colors": "BasicMagics", |
|
876 | "colors": "BasicMagics", | |
881 | "config": "ConfigMagics", |
|
877 | "config": "ConfigMagics", | |
882 | "connect_info": "KernelMagics", |
|
878 | "connect_info": "KernelMagics", | |
883 | "cp": "Other", |
|
879 | "cp": "Other", | |
884 | "d": "Other", |
|
|||
885 | "dd": "Other", |
|
|||
886 | "debug": "ExecutionMagics", |
|
880 | "debug": "ExecutionMagics", | |
887 | "dhist": "OSMagics", |
|
881 | "dhist": "OSMagics", | |
888 | "dirs": "OSMagics", |
|
882 | "dirs": "OSMagics", | |
889 | "dl": "Other", |
|
883 | "doctest_mode": "BasicMagics", | |
890 | "doctest_mode": "KernelMagics", |
|
|||
891 | "dx": "Other", |
|
|||
892 | "ed": "Other", |
|
884 | "ed": "Other", | |
893 | "edit": "KernelMagics", |
|
885 | "edit": "KernelMagics", | |
894 | "env": "OSMagics", |
|
886 | "env": "OSMagics", | |
895 | "gui": "BasicMagics", |
|
887 | "gui": "BasicMagics", | |
896 | "hist": "Other", |
|
888 | "hist": "Other", | |
897 | "history": "HistoryMagics", |
|
889 | "history": "HistoryMagics", | |
898 | "install_default_config": "DeprecatedMagics", |
|
890 | "install_default_config": "DeprecatedMagics", | |
899 | "install_ext": "ExtensionMagics", |
|
891 | "install_ext": "ExtensionMagics", | |
900 | "install_profiles": "DeprecatedMagics", |
|
892 | "install_profiles": "DeprecatedMagics", | |
901 | "killbgscripts": "ScriptMagics", |
|
893 | "killbgscripts": "ScriptMagics", | |
902 | "ldir": "Other", |
|
894 | "ldir": "Other", | |
903 | "less": "KernelMagics", |
|
895 | "less": "KernelMagics", | |
904 | "lf": "Other", |
|
896 | "lf": "Other", | |
905 | "lk": "Other", |
|
897 | "lk": "Other", | |
906 | "ll": "Other", |
|
898 | "ll": "Other", | |
907 | "load": "CodeMagics", |
|
899 | "load": "CodeMagics", | |
908 | "load_ext": "ExtensionMagics", |
|
900 | "load_ext": "ExtensionMagics", | |
909 | "loadpy": "CodeMagics", |
|
901 | "loadpy": "CodeMagics", | |
910 | "logoff": "LoggingMagics", |
|
902 | "logoff": "LoggingMagics", | |
911 | "logon": "LoggingMagics", |
|
903 | "logon": "LoggingMagics", | |
912 | "logstart": "LoggingMagics", |
|
904 | "logstart": "LoggingMagics", | |
913 | "logstate": "LoggingMagics", |
|
905 | "logstate": "LoggingMagics", | |
914 | "logstop": "LoggingMagics", |
|
906 | "logstop": "LoggingMagics", | |
915 | "ls": "Other", |
|
907 | "ls": "Other", | |
916 | "lsmagic": "BasicMagics", |
|
908 | "lsmagic": "BasicMagics", | |
917 | "lx": "Other", |
|
909 | "lx": "Other", | |
918 | "macro": "ExecutionMagics", |
|
910 | "macro": "ExecutionMagics", | |
919 | "magic": "BasicMagics", |
|
911 | "magic": "BasicMagics", | |
920 | "man": "KernelMagics", |
|
912 | "man": "KernelMagics", | |
921 | "matplotlib": "PylabMagics", |
|
913 | "matplotlib": "PylabMagics", | |
922 | "mkdir": "Other", |
|
914 | "mkdir": "Other", | |
923 | "more": "KernelMagics", |
|
915 | "more": "KernelMagics", | |
924 | "mv": "Other", |
|
916 | "mv": "Other", | |
|
917 | "namespace": "Other", | |||
925 | "notebook": "BasicMagics", |
|
918 | "notebook": "BasicMagics", | |
926 | "page": "BasicMagics", |
|
919 | "page": "BasicMagics", | |
927 | "pastebin": "CodeMagics", |
|
920 | "pastebin": "CodeMagics", | |
928 | "pdb": "ExecutionMagics", |
|
921 | "pdb": "ExecutionMagics", | |
929 | "pdef": "NamespaceMagics", |
|
922 | "pdef": "NamespaceMagics", | |
930 | "pdoc": "NamespaceMagics", |
|
923 | "pdoc": "NamespaceMagics", | |
931 | "pfile": "NamespaceMagics", |
|
924 | "pfile": "NamespaceMagics", | |
932 | "pinfo": "NamespaceMagics", |
|
925 | "pinfo": "NamespaceMagics", | |
933 | "pinfo2": "NamespaceMagics", |
|
926 | "pinfo2": "NamespaceMagics", | |
934 | "popd": "OSMagics", |
|
927 | "popd": "OSMagics", | |
935 | "pprint": "BasicMagics", |
|
928 | "pprint": "BasicMagics", | |
936 | "precision": "BasicMagics", |
|
929 | "precision": "BasicMagics", | |
937 | "profile": "BasicMagics", |
|
930 | "profile": "BasicMagics", | |
938 | "prun": "ExecutionMagics", |
|
931 | "prun": "ExecutionMagics", | |
939 | "psearch": "NamespaceMagics", |
|
932 | "psearch": "NamespaceMagics", | |
940 | "psource": "NamespaceMagics", |
|
933 | "psource": "NamespaceMagics", | |
941 | "pushd": "OSMagics", |
|
934 | "pushd": "OSMagics", | |
942 | "pwd": "OSMagics", |
|
935 | "pwd": "OSMagics", | |
943 | "pycat": "OSMagics", |
|
936 | "pycat": "OSMagics", | |
944 | "pylab": "PylabMagics", |
|
937 | "pylab": "PylabMagics", | |
945 | "qtconsole": "KernelMagics", |
|
938 | "qtconsole": "KernelMagics", | |
946 | "quickref": "BasicMagics", |
|
939 | "quickref": "BasicMagics", | |
947 | "recall": "HistoryMagics", |
|
940 | "recall": "HistoryMagics", | |
948 | "rehashx": "OSMagics", |
|
941 | "rehashx": "OSMagics", | |
949 | "reload_ext": "ExtensionMagics", |
|
942 | "reload_ext": "ExtensionMagics", | |
950 | "rep": "Other", |
|
943 | "rep": "Other", | |
951 | "rerun": "HistoryMagics", |
|
944 | "rerun": "HistoryMagics", | |
952 | "reset": "NamespaceMagics", |
|
945 | "reset": "NamespaceMagics", | |
953 | "reset_selective": "NamespaceMagics", |
|
946 | "reset_selective": "NamespaceMagics", | |
954 | "rm": "Other", |
|
947 | "rm": "Other", | |
955 | "rmdir": "Other", |
|
948 | "rmdir": "Other", | |
956 | "run": "ExecutionMagics", |
|
949 | "run": "ExecutionMagics", | |
957 | "save": "CodeMagics", |
|
950 | "save": "CodeMagics", | |
958 | "sc": "OSMagics", |
|
951 | "sc": "OSMagics", | |
|
952 | "set_env": "OSMagics", | |||
959 | "store": "StoreMagics", |
|
953 | "store": "StoreMagics", | |
960 | "sx": "OSMagics", |
|
954 | "sx": "OSMagics", | |
961 | "system": "OSMagics", |
|
955 | "system": "OSMagics", | |
962 | "tb": "ExecutionMagics", |
|
956 | "tb": "ExecutionMagics", | |
|
957 | "tic": "TimerMagics", | |||
963 | "time": "ExecutionMagics", |
|
958 | "time": "ExecutionMagics", | |
964 | "timeit": "ExecutionMagics", |
|
959 | "timeit": "ExecutionMagics", | |
|
960 | "toc": "TimerMagics", | |||
965 | "unalias": "OSMagics", |
|
961 | "unalias": "OSMagics", | |
966 | "unload_ext": "ExtensionMagics", |
|
962 | "unload_ext": "ExtensionMagics", | |
967 | "who": "NamespaceMagics", |
|
963 | "who": "NamespaceMagics", | |
968 | "who_ls": "NamespaceMagics", |
|
964 | "who_ls": "NamespaceMagics", | |
969 | "whos": "NamespaceMagics", |
|
965 | "whos": "NamespaceMagics", | |
970 | "xdel": "NamespaceMagics", |
|
966 | "xdel": "NamespaceMagics", | |
971 | "xmode": "BasicMagics" |
|
967 | "xmode": "BasicMagics" | |
972 | } |
|
968 | } | |
973 | }, |
|
969 | }, | |
974 | "text/plain": [ |
|
970 | "text/plain": [ | |
975 | "Available line magics:\n", |
|
971 | "Available line magics:\n", | |
976 | "%alias %alias_magic %autocall %automagic %autosave %bookmark %cat %cd %cl %clear %clk %colors %config %connect_info %cp %d %dd %debug %dhist %dirs %dl %doctest_mode %dx %ed %edit %env %gui %hist %history %install_default_config %install_ext %install_profiles %killbgscripts %ldir %less %lf %lk %ll %load %load_ext %loadpy %logoff %logon %logstart %logstate %logstop %ls %lsmagic %lx %macro %magic %man %matplotlib %mkdir %more %mv %notebook %page %pastebin %pdb %pdef %pdoc %pfile %pinfo %pinfo2 %popd %pprint %precision %profile %prun %psearch %psource %pushd %pwd %pycat %pylab %qtconsole %quickref %recall %rehashx %reload_ext %rep %rerun %reset %reset_selective %rm %rmdir %run %save %sc %store %sx %system %tb %time %timeit %unalias %unload_ext %who %who_ls %whos %xdel %xmode\n", |
|
972 | "%alias %alias_magic %autocall %automagic %autosave %bookmark %cat %cd %clear %colors %config %connect_info %cp %debug %dhist %dirs %doctest_mode %ed %edit %env %gui %hist %history %install_default_config %install_ext %install_profiles %killbgscripts %ldir %less %lf %lk %ll %load %load_ext %loadpy %logoff %logon %logstart %logstate %logstop %ls %lsmagic %lx %macro %magic %man %matplotlib %mkdir %more %mv %namespace %notebook %page %pastebin %pdb %pdef %pdoc %pfile %pinfo %pinfo2 %popd %pprint %precision %profile %prun %psearch %psource %pushd %pwd %pycat %pylab %qtconsole %quickref %recall %rehashx %reload_ext %rep %rerun %reset %reset_selective %rm %rmdir %run %save %sc %set_env %store %sx %system %tb %tic %time %timeit %toc %unalias %unload_ext %who %who_ls %whos %xdel %xmode\n", | |
977 | "\n", |
|
973 | "\n", | |
978 | "Available cell magics:\n", |
|
974 | "Available cell magics:\n", | |
979 | "%%! %%HTML %%SVG %%bash %%capture %%debug %%file %%html %%javascript %%latex %%perl %%prun %%pypy %%python %%python2 %%python3 %%ruby %%script %%sh %%svg %%sx %%system %%time %%timeit %%writefile\n", |
|
975 | "%%! %%HTML %%SVG %%bash %%capture %%debug %%file %%html %%javascript %%latex %%perl %%prun %%pypy %%python %%python2 %%python3 %%ruby %%script %%sh %%svg %%sx %%system %%time %%timeit %%writefile\n", | |
980 | "\n", |
|
976 | "\n", | |
981 | "Automagic is ON, % prefix IS NOT needed for line magics." |
|
977 | "Automagic is ON, % prefix IS NOT needed for line magics." | |
982 | ] |
|
978 | ] | |
983 | }, |
|
979 | }, | |
984 |
"execution_count": 3 |
|
980 | "execution_count": 30, | |
985 | "metadata": {}, |
|
981 | "metadata": {}, | |
986 | "output_type": "execute_result" |
|
982 | "output_type": "execute_result" | |
987 | } |
|
983 | } | |
988 | ], |
|
984 | ], | |
989 | "source": [ |
|
985 | "source": [ | |
990 | "%lsmagic" |
|
986 | "%lsmagic" | |
991 | ] |
|
987 | ] | |
992 | }, |
|
988 | }, | |
993 | { |
|
989 | { | |
994 | "cell_type": "markdown", |
|
990 | "cell_type": "markdown", | |
995 | "metadata": {}, |
|
991 | "metadata": {}, | |
996 | "source": [ |
|
992 | "source": [ | |
997 | "## Running normal Python code: execution and errors" |
|
993 | "## Running normal Python code: execution and errors" | |
998 | ] |
|
994 | ] | |
999 | }, |
|
995 | }, | |
1000 | { |
|
996 | { | |
1001 | "cell_type": "markdown", |
|
997 | "cell_type": "markdown", | |
1002 | "metadata": {}, |
|
998 | "metadata": {}, | |
1003 | "source": [ |
|
999 | "source": [ | |
1004 | "Not only can you input normal Python code, you can even paste straight from a Python or IPython shell session:" |
|
1000 | "Not only can you input normal Python code, you can even paste straight from a Python or IPython shell session:" | |
1005 | ] |
|
1001 | ] | |
1006 | }, |
|
1002 | }, | |
1007 | { |
|
1003 | { | |
1008 | "cell_type": "code", |
|
1004 | "cell_type": "code", | |
1009 |
"execution_count": 3 |
|
1005 | "execution_count": 31, | |
1010 | "metadata": { |
|
1006 | "metadata": { | |
1011 | "collapsed": false |
|
1007 | "collapsed": false | |
1012 | }, |
|
1008 | }, | |
1013 | "outputs": [ |
|
1009 | "outputs": [ | |
1014 | { |
|
1010 | { | |
1015 | "name": "stdout", |
|
1011 | "name": "stdout", | |
1016 | "output_type": "stream", |
|
1012 | "output_type": "stream", | |
1017 | "text": [ |
|
1013 | "text": [ | |
1018 | "1\n", |
|
1014 | "1\n", | |
1019 | "1\n", |
|
1015 | "1\n", | |
1020 | "2\n", |
|
1016 | "2\n", | |
1021 | "3\n", |
|
1017 | "3\n", | |
1022 | "5\n", |
|
1018 | "5\n", | |
1023 | "8\n" |
|
1019 | "8\n" | |
1024 | ] |
|
1020 | ] | |
1025 | } |
|
1021 | } | |
1026 | ], |
|
1022 | ], | |
1027 | "source": [ |
|
1023 | "source": [ | |
1028 | ">>> # Fibonacci series:\n", |
|
1024 | ">>> # Fibonacci series:\n", | |
1029 | "... # the sum of two elements defines the next\n", |
|
1025 | "... # the sum of two elements defines the next\n", | |
1030 | "... a, b = 0, 1\n", |
|
1026 | "... a, b = 0, 1\n", | |
1031 | ">>> while b < 10:\n", |
|
1027 | ">>> while b < 10:\n", | |
1032 |
"... print |
|
1028 | "... print(b)\n", | |
1033 | "... a, b = b, a+b" |
|
1029 | "... a, b = b, a+b" | |
1034 | ] |
|
1030 | ] | |
1035 | }, |
|
1031 | }, | |
1036 | { |
|
1032 | { | |
1037 | "cell_type": "code", |
|
1033 | "cell_type": "code", | |
1038 |
"execution_count": 3 |
|
1034 | "execution_count": 32, | |
1039 | "metadata": { |
|
1035 | "metadata": { | |
1040 | "collapsed": false |
|
1036 | "collapsed": false | |
1041 | }, |
|
1037 | }, | |
1042 | "outputs": [ |
|
1038 | "outputs": [ | |
1043 | { |
|
1039 | { | |
1044 | "name": "stdout", |
|
1040 | "name": "stdout", | |
1045 | "output_type": "stream", |
|
1041 | "output_type": "stream", | |
1046 | "text": [ |
|
1042 | "text": [ | |
1047 |
"0 1 2 3 4 5 6 7 8 9 |
|
1043 | "0 1 2 3 4 5 6 7 8 9 " | |
1048 | ] |
|
1044 | ] | |
1049 | } |
|
1045 | } | |
1050 | ], |
|
1046 | ], | |
1051 | "source": [ |
|
1047 | "source": [ | |
1052 | "In [1]: for i in range(10):\n", |
|
1048 | "In [1]: for i in range(10):\n", | |
1053 |
" ...: print |
|
1049 | " ...: print(i, end=' ')\n", | |
1054 | " ...: " |
|
1050 | " ...: " | |
1055 | ] |
|
1051 | ] | |
1056 | }, |
|
1052 | }, | |
1057 | { |
|
1053 | { | |
1058 | "cell_type": "markdown", |
|
1054 | "cell_type": "markdown", | |
1059 | "metadata": {}, |
|
1055 | "metadata": {}, | |
1060 | "source": [ |
|
1056 | "source": [ | |
1061 | "And when your code produces errors, you can control how they are displayed with the `%xmode` magic:" |
|
1057 | "And when your code produces errors, you can control how they are displayed with the `%xmode` magic:" | |
1062 | ] |
|
1058 | ] | |
1063 | }, |
|
1059 | }, | |
1064 | { |
|
1060 | { | |
1065 | "cell_type": "code", |
|
1061 | "cell_type": "code", | |
1066 |
"execution_count": 3 |
|
1062 | "execution_count": 33, | |
1067 | "metadata": { |
|
1063 | "metadata": { | |
1068 | "collapsed": false |
|
1064 | "collapsed": false | |
1069 | }, |
|
1065 | }, | |
1070 | "outputs": [ |
|
1066 | "outputs": [ | |
1071 | { |
|
1067 | { | |
1072 | "name": "stdout", |
|
1068 | "name": "stdout", | |
1073 | "output_type": "stream", |
|
1069 | "output_type": "stream", | |
1074 | "text": [ |
|
1070 | "text": [ | |
1075 |
" |
|
1071 | "Overwriting mod.py\n" | |
1076 | ] |
|
1072 | ] | |
1077 | } |
|
1073 | } | |
1078 | ], |
|
1074 | ], | |
1079 | "source": [ |
|
1075 | "source": [ | |
1080 | "%%writefile mod.py\n", |
|
1076 | "%%writefile mod.py\n", | |
1081 | "\n", |
|
1077 | "\n", | |
1082 | "def f(x):\n", |
|
1078 | "def f(x):\n", | |
1083 | " return 1.0/(x-1)\n", |
|
1079 | " return 1.0/(x-1)\n", | |
1084 | "\n", |
|
1080 | "\n", | |
1085 | "def g(y):\n", |
|
1081 | "def g(y):\n", | |
1086 | " return f(y+1)" |
|
1082 | " return f(y+1)" | |
1087 | ] |
|
1083 | ] | |
1088 | }, |
|
1084 | }, | |
1089 | { |
|
1085 | { | |
1090 | "cell_type": "markdown", |
|
1086 | "cell_type": "markdown", | |
1091 | "metadata": {}, |
|
1087 | "metadata": {}, | |
1092 | "source": [ |
|
1088 | "source": [ | |
1093 | "Now let's call the function `g` with an argument that would produce an error:" |
|
1089 | "Now let's call the function `g` with an argument that would produce an error:" | |
1094 | ] |
|
1090 | ] | |
1095 | }, |
|
1091 | }, | |
1096 | { |
|
1092 | { | |
1097 | "cell_type": "code", |
|
1093 | "cell_type": "code", | |
1098 |
"execution_count": 3 |
|
1094 | "execution_count": 34, | |
1099 | "metadata": { |
|
1095 | "metadata": { | |
1100 | "collapsed": false |
|
1096 | "collapsed": false | |
1101 | }, |
|
1097 | }, | |
1102 | "outputs": [ |
|
1098 | "outputs": [ | |
1103 | { |
|
1099 | { | |
1104 | "ename": "ZeroDivisionError", |
|
1100 | "ename": "ZeroDivisionError", | |
1105 | "evalue": "float division by zero", |
|
1101 | "evalue": "float division by zero", | |
1106 | "output_type": "error", |
|
1102 | "output_type": "error", | |
1107 | "traceback": [ |
|
1103 | "traceback": [ | |
1108 |
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m |
|
1104 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", | |
1109 | "\u001b[1;32m<ipython-input-39-a54c5799f57e>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mmod\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\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", |
|
1105 | "\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)", | |
1110 | "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", |
|
1106 | "\u001b[1;32m<ipython-input-40-a54c5799f57e>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;32mimport\u001b[0m \u001b[0mmod\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\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", | |
1111 | "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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", |
|
1107 | "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", | |
|
1108 | "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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", | |||
1112 | "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero" |
|
1109 | "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero" | |
1113 | ] |
|
1110 | ] | |
1114 | } |
|
1111 | } | |
1115 | ], |
|
1112 | ], | |
1116 | "source": [ |
|
1113 | "source": [ | |
1117 | "import mod\n", |
|
1114 | "import mod\n", | |
1118 | "mod.g(0)" |
|
1115 | "mod.g(0)" | |
1119 | ] |
|
1116 | ] | |
1120 | }, |
|
1117 | }, | |
1121 | { |
|
1118 | { | |
1122 | "cell_type": "code", |
|
1119 | "cell_type": "code", | |
1123 |
"execution_count": |
|
1120 | "execution_count": 35, | |
1124 | "metadata": { |
|
1121 | "metadata": { | |
1125 | "collapsed": false |
|
1122 | "collapsed": false | |
1126 | }, |
|
1123 | }, | |
1127 | "outputs": [ |
|
1124 | "outputs": [ | |
1128 | { |
|
1125 | { | |
1129 | "name": "stdout", |
|
1126 | "name": "stdout", | |
1130 | "output_type": "stream", |
|
1127 | "output_type": "stream", | |
1131 | "text": [ |
|
1128 | "text": [ | |
1132 | "Exception reporting mode: Plain\n" |
|
1129 | "Exception reporting mode: Plain\n" | |
1133 | ] |
|
1130 | ] | |
1134 | }, |
|
1131 | }, | |
1135 | { |
|
1132 | { | |
1136 | "ename": "ZeroDivisionError", |
|
1133 | "ename": "ZeroDivisionError", | |
1137 | "evalue": "float division by zero", |
|
1134 | "evalue": "float division by zero", | |
1138 | "output_type": "error", |
|
1135 | "output_type": "error", | |
1139 | "traceback": [ |
|
1136 | "traceback": [ | |
1140 | "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n", |
|
1137 | "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n", | |
1141 |
" File \u001b[0;32m\"<ipython-input-4 |
|
1138 | " File \u001b[0;32m\"<ipython-input-41-8932f4bf53fa>\"\u001b[0m, line \u001b[0;32m2\u001b[0m, in \u001b[0;35m<module>\u001b[0m\n mod.g(0)\n", | |
1142 | " File \u001b[0;32m\"mod.py\"\u001b[0m, line \u001b[0;32m6\u001b[0m, in \u001b[0;35mg\u001b[0m\n return f(y+1)\n", |
|
1139 | " File \u001b[0;32m\"/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\"\u001b[0m, line \u001b[0;32m6\u001b[0m, in \u001b[0;35mg\u001b[0m\n return f(y+1)\n", | |
1143 | "\u001b[1;36m File \u001b[1;32m\"mod.py\"\u001b[1;36m, line \u001b[1;32m3\u001b[1;36m, in \u001b[1;35mf\u001b[1;36m\u001b[0m\n\u001b[1;33m return 1.0/(x-1)\u001b[0m\n", |
|
1140 | "\u001b[1;36m File \u001b[1;32m\"/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\"\u001b[1;36m, line \u001b[1;32m3\u001b[1;36m, in \u001b[1;35mf\u001b[1;36m\u001b[0m\n\u001b[1;33m return 1.0/(x-1)\u001b[0m\n", | |
1144 | "\u001b[1;31mZeroDivisionError\u001b[0m\u001b[1;31m:\u001b[0m float division by zero\n" |
|
1141 | "\u001b[1;31mZeroDivisionError\u001b[0m\u001b[1;31m:\u001b[0m float division by zero\n" | |
1145 | ] |
|
1142 | ] | |
1146 | } |
|
1143 | } | |
1147 | ], |
|
1144 | ], | |
1148 | "source": [ |
|
1145 | "source": [ | |
1149 | "%xmode plain\n", |
|
1146 | "%xmode plain\n", | |
1150 | "mod.g(0)" |
|
1147 | "mod.g(0)" | |
1151 | ] |
|
1148 | ] | |
1152 | }, |
|
1149 | }, | |
1153 | { |
|
1150 | { | |
1154 | "cell_type": "code", |
|
1151 | "cell_type": "code", | |
1155 |
"execution_count": |
|
1152 | "execution_count": 36, | |
1156 | "metadata": { |
|
1153 | "metadata": { | |
1157 | "collapsed": false |
|
1154 | "collapsed": false | |
1158 | }, |
|
1155 | }, | |
1159 | "outputs": [ |
|
1156 | "outputs": [ | |
1160 | { |
|
1157 | { | |
1161 | "name": "stdout", |
|
1158 | "name": "stdout", | |
1162 | "output_type": "stream", |
|
1159 | "output_type": "stream", | |
1163 | "text": [ |
|
1160 | "text": [ | |
1164 | "Exception reporting mode: Verbose\n" |
|
1161 | "Exception reporting mode: Verbose\n" | |
1165 | ] |
|
1162 | ] | |
1166 | }, |
|
1163 | }, | |
1167 | { |
|
1164 | { | |
1168 | "ename": "ZeroDivisionError", |
|
1165 | "ename": "ZeroDivisionError", | |
1169 | "evalue": "float division by zero", |
|
1166 | "evalue": "float division by zero", | |
1170 | "output_type": "error", |
|
1167 | "output_type": "error", | |
1171 | "traceback": [ |
|
1168 | "traceback": [ | |
1172 |
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m |
|
1169 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", | |
1173 | "\u001b[1;32m<ipython-input-41-81967cfaa0c3>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[0mget_ipython\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmagic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34mu'xmode verbose'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\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 \u001b[1;36mglobal\u001b[0m \u001b[0;36mmod.g\u001b[0m \u001b[1;34m= <function g at 0x237fc08>\u001b[0m\n", |
|
1170 | "\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)", | |
1174 | "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y=0)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[1;36mglobal\u001b[0m \u001b[0;36mf\u001b[0m \u001b[1;34m= <function f at 0x2367c08>\u001b[0m\u001b[1;34m\n \u001b[0m\u001b[0;36my\u001b[0m \u001b[1;34m= 0\u001b[0m\n", |
|
1171 | "\u001b[1;32m<ipython-input-42-539f73e80e01>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[0mget_ipython\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmagic\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'xmode verbose'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\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 \u001b[1;36mglobal\u001b[0m \u001b[0;36mmod.g\u001b[0m \u001b[1;34m= <function g at 0x105887d08>\u001b[0m\n", | |
1175 | "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x=1)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[0;36mx\u001b[0m \u001b[1;34m= 1\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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", |
|
1172 | "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y=0)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[1;36mglobal\u001b[0m \u001b[0;36mf\u001b[0m \u001b[1;34m= <function f at 0x105887d90>\u001b[0m\u001b[1;34m\n \u001b[0m\u001b[0;36my\u001b[0m \u001b[1;34m= 0\u001b[0m\n", | |
|
1173 | "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x=1)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m \u001b[0;36mx\u001b[0m \u001b[1;34m= 1\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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", | |||
1176 | "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero" |
|
1174 | "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero" | |
1177 | ] |
|
1175 | ] | |
1178 | } |
|
1176 | } | |
1179 | ], |
|
1177 | ], | |
1180 | "source": [ |
|
1178 | "source": [ | |
1181 | "%xmode verbose\n", |
|
1179 | "%xmode verbose\n", | |
1182 | "mod.g(0)" |
|
1180 | "mod.g(0)" | |
1183 | ] |
|
1181 | ] | |
1184 | }, |
|
1182 | }, | |
1185 | { |
|
1183 | { | |
1186 | "cell_type": "markdown", |
|
1184 | "cell_type": "markdown", | |
1187 | "metadata": {}, |
|
1185 | "metadata": {}, | |
1188 | "source": [ |
|
1186 | "source": [ | |
1189 | "The default `%xmode` is \"context\", which shows additional context but not all local variables. Let's restore that one for the rest of our session." |
|
1187 | "The default `%xmode` is \"context\", which shows additional context but not all local variables. Let's restore that one for the rest of our session." | |
1190 | ] |
|
1188 | ] | |
1191 | }, |
|
1189 | }, | |
1192 | { |
|
1190 | { | |
1193 | "cell_type": "code", |
|
1191 | "cell_type": "code", | |
1194 |
"execution_count": |
|
1192 | "execution_count": 37, | |
1195 | "metadata": { |
|
1193 | "metadata": { | |
1196 | "collapsed": false |
|
1194 | "collapsed": false | |
1197 | }, |
|
1195 | }, | |
1198 | "outputs": [ |
|
1196 | "outputs": [ | |
1199 | { |
|
1197 | { | |
1200 | "name": "stdout", |
|
1198 | "name": "stdout", | |
1201 | "output_type": "stream", |
|
1199 | "output_type": "stream", | |
1202 | "text": [ |
|
1200 | "text": [ | |
1203 | "Exception reporting mode: Context\n" |
|
1201 | "Exception reporting mode: Context\n" | |
1204 | ] |
|
1202 | ] | |
1205 | } |
|
1203 | } | |
1206 | ], |
|
1204 | ], | |
1207 | "source": [ |
|
1205 | "source": [ | |
1208 | "%xmode context" |
|
1206 | "%xmode context" | |
1209 | ] |
|
1207 | ] | |
1210 | }, |
|
1208 | }, | |
1211 | { |
|
1209 | { | |
1212 | "cell_type": "markdown", |
|
1210 | "cell_type": "markdown", | |
1213 | "metadata": {}, |
|
1211 | "metadata": {}, | |
1214 | "source": [ |
|
1212 | "source": [ | |
1215 | "## Running code in other languages with special `%%` magics" |
|
1213 | "## Running code in other languages with special `%%` magics" | |
1216 | ] |
|
1214 | ] | |
1217 | }, |
|
1215 | }, | |
1218 | { |
|
1216 | { | |
1219 | "cell_type": "code", |
|
1217 | "cell_type": "code", | |
1220 |
"execution_count": |
|
1218 | "execution_count": 38, | |
1221 | "metadata": { |
|
1219 | "metadata": { | |
1222 | "collapsed": false |
|
1220 | "collapsed": false | |
1223 | }, |
|
1221 | }, | |
1224 | "outputs": [ |
|
1222 | "outputs": [ | |
1225 | { |
|
1223 | { | |
1226 | "name": "stdout", |
|
1224 | "name": "stdout", | |
1227 | "output_type": "stream", |
|
1225 | "output_type": "stream", | |
1228 | "text": [ |
|
1226 | "text": [ | |
1229 | "July" |
|
1227 | "July" | |
1230 | ] |
|
1228 | ] | |
1231 | } |
|
1229 | } | |
1232 | ], |
|
1230 | ], | |
1233 | "source": [ |
|
1231 | "source": [ | |
1234 | "%%perl\n", |
|
1232 | "%%perl\n", | |
1235 | "@months = (\"July\", \"August\", \"September\");\n", |
|
1233 | "@months = (\"July\", \"August\", \"September\");\n", | |
1236 | "print $months[0];" |
|
1234 | "print $months[0];" | |
1237 | ] |
|
1235 | ] | |
1238 | }, |
|
1236 | }, | |
1239 | { |
|
1237 | { | |
1240 | "cell_type": "code", |
|
1238 | "cell_type": "code", | |
1241 |
"execution_count": |
|
1239 | "execution_count": 39, | |
1242 | "metadata": { |
|
1240 | "metadata": { | |
1243 | "collapsed": false |
|
1241 | "collapsed": false | |
1244 | }, |
|
1242 | }, | |
1245 | "outputs": [ |
|
1243 | "outputs": [ | |
1246 | { |
|
1244 | { | |
1247 | "name": "stdout", |
|
1245 | "name": "stdout", | |
1248 | "output_type": "stream", |
|
1246 | "output_type": "stream", | |
1249 | "text": [ |
|
1247 | "text": [ | |
1250 | "Hello World!\n" |
|
1248 | "Hello World!\n" | |
1251 | ] |
|
1249 | ] | |
1252 | } |
|
1250 | } | |
1253 | ], |
|
1251 | ], | |
1254 | "source": [ |
|
1252 | "source": [ | |
1255 | "%%ruby\n", |
|
1253 | "%%ruby\n", | |
1256 | "name = \"world\"\n", |
|
1254 | "name = \"world\"\n", | |
1257 | "puts \"Hello #{name.capitalize}!\"" |
|
1255 | "puts \"Hello #{name.capitalize}!\"" | |
1258 | ] |
|
1256 | ] | |
1259 | }, |
|
1257 | }, | |
1260 | { |
|
1258 | { | |
1261 | "cell_type": "markdown", |
|
1259 | "cell_type": "markdown", | |
1262 | "metadata": {}, |
|
1260 | "metadata": {}, | |
1263 | "source": [ |
|
1261 | "source": [ | |
1264 | "### Exercise" |
|
|||
1265 | ] |
|
|||
1266 | }, |
|
|||
1267 | { |
|
|||
1268 | "cell_type": "markdown", |
|
|||
1269 | "metadata": {}, |
|
|||
1270 | "source": [ |
|
|||
1271 | "Write a cell that executes in Bash and prints your current working directory as well as the date.\n", |
|
|||
1272 | "\n", |
|
|||
1273 | "Apologies to Windows users who may not have Bash available, not sure how to obtain the equivalent result with `cmd.exe` or Powershell." |
|
|||
1274 | ] |
|
|||
1275 | }, |
|
|||
1276 | { |
|
|||
1277 | "cell_type": "code", |
|
|||
1278 | "execution_count": null, |
|
|||
1279 | "metadata": { |
|
|||
1280 | "collapsed": false |
|
|||
1281 | }, |
|
|||
1282 | "outputs": [], |
|
|||
1283 | "source": [ |
|
|||
1284 | "%load soln/bash-script" |
|
|||
1285 | ] |
|
|||
1286 | }, |
|
|||
1287 | { |
|
|||
1288 | "cell_type": "markdown", |
|
|||
1289 | "metadata": {}, |
|
|||
1290 | "source": [ |
|
|||
1291 | "## Raw Input in the notebook" |
|
1262 | "## Raw Input in the notebook" | |
1292 | ] |
|
1263 | ] | |
1293 | }, |
|
1264 | }, | |
1294 | { |
|
1265 | { | |
1295 | "cell_type": "markdown", |
|
1266 | "cell_type": "markdown", | |
1296 | "metadata": {}, |
|
1267 | "metadata": {}, | |
1297 | "source": [ |
|
1268 | "source": [ | |
1298 | "Since 1.0 the IPython notebook web application support `raw_input` which for example allow us to invoke the `%debug` magic in the notebook:" |
|
1269 | "Since 1.0 the IPython notebook web application support `raw_input` which for example allow us to invoke the `%debug` magic in the notebook:" | |
1299 | ] |
|
1270 | ] | |
1300 | }, |
|
1271 | }, | |
1301 | { |
|
1272 | { | |
1302 | "cell_type": "code", |
|
1273 | "cell_type": "code", | |
1303 |
"execution_count": 4 |
|
1274 | "execution_count": 40, | |
1304 | "metadata": { |
|
1275 | "metadata": { | |
1305 | "collapsed": false |
|
1276 | "collapsed": false | |
1306 | }, |
|
1277 | }, | |
1307 | "outputs": [ |
|
1278 | "outputs": [ | |
1308 | { |
|
1279 | { | |
1309 | "ename": "ZeroDivisionError", |
|
1280 | "ename": "ZeroDivisionError", | |
1310 | "evalue": "float division by zero", |
|
1281 | "evalue": "float division by zero", | |
1311 | "output_type": "error", |
|
1282 | "output_type": "error", | |
1312 | "traceback": [ |
|
1283 | "traceback": [ | |
1313 |
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m |
|
1284 | "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", | |
1314 | "\u001b[1;32m<ipython-input-45-5e708f13c839>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\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", |
|
1285 | "\u001b[1;31mZeroDivisionError\u001b[0m Traceback (most recent call last)", | |
1315 | "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", |
|
1286 | "\u001b[1;32m<ipython-input-46-5e708f13c839>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\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", | |
1316 | "\u001b[1;32m/home/fperez/ipython/tutorial/notebooks/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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", |
|
1287 | "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mg\u001b[1;34m(y)\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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----> 6\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", | |
|
1288 | "\u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m in \u001b[0;36mf\u001b[1;34m(x)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 3\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mg\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", | |||
1317 | "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero" |
|
1289 | "\u001b[1;31mZeroDivisionError\u001b[0m: float division by zero" | |
1318 | ] |
|
1290 | ] | |
1319 | } |
|
1291 | } | |
1320 | ], |
|
1292 | ], | |
1321 | "source": [ |
|
1293 | "source": [ | |
1322 | "mod.g(0)" |
|
1294 | "mod.g(0)" | |
1323 | ] |
|
1295 | ] | |
1324 | }, |
|
1296 | }, | |
1325 | { |
|
1297 | { | |
1326 | "cell_type": "code", |
|
1298 | "cell_type": "code", | |
1327 |
"execution_count": |
|
1299 | "execution_count": 41, | |
1328 | "metadata": { |
|
1300 | "metadata": { | |
1329 | "collapsed": false |
|
1301 | "collapsed": false | |
1330 | }, |
|
1302 | }, | |
1331 | "outputs": [ |
|
1303 | "outputs": [ | |
1332 | { |
|
1304 | { | |
1333 | "name": "stdout", |
|
1305 | "name": "stdout", | |
1334 | "output_type": "stream", |
|
1306 | "output_type": "stream", | |
1335 | "text": [ |
|
1307 | "text": [ | |
1336 |
"> \u001b[ |
|
1308 | "> \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(3)\u001b[0;36mf\u001b[1;34m()\u001b[0m\n", | |
1337 |
"\u001b[ |
|
1309 | "\u001b[1;32m 2 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
1338 |
"\u001b[0m\u001b[ |
|
1310 | "\u001b[0m\u001b[1;32m----> 3 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
1339 |
"\u001b[0m\u001b[ |
|
1311 | "\u001b[0m\u001b[1;32m 4 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
1340 | "\u001b[0m\n", |
|
1312 | "\u001b[0m\n", | |
1341 | "ipdb> x\n", |
|
|||
1342 | "1\n", |
|
|||
1343 | "ipdb> up\n", |
|
1313 | "ipdb> up\n", | |
1344 |
"> \u001b[ |
|
1314 | "> \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(6)\u001b[0;36mg\u001b[1;34m()\u001b[0m\n", | |
1345 |
"\u001b[ |
|
1315 | "\u001b[1;32m 4 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
1346 |
"\u001b[0m\u001b[ |
|
1316 | "\u001b[0m\u001b[1;32m 5 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mg\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", | |
1347 |
"\u001b[0m\u001b[ |
|
1317 | "\u001b[0m\u001b[1;32m----> 6 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
1348 | "\u001b[0m\n", |
|
1318 | "\u001b[0m\n", | |
1349 |
"ipdb> |
|
1319 | "ipdb> down\n", | |
1350 | "0\n", |
|
1320 | "> \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(3)\u001b[0;36mf\u001b[1;34m()\u001b[0m\n", | |
1351 | "ipdb> up\n", |
|
1321 | "\u001b[1;32m 2 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
1352 | "> \u001b[0;32m<ipython-input-37-5e708f13c839>\u001b[0m(1)\u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n", |
|
1322 | "\u001b[0m\u001b[1;32m----> 3 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
1353 | "\u001b[0;32m----> 1 \u001b[0;31m\u001b[0mmod\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", |
|
1323 | "\u001b[0m\u001b[1;32m 4 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n", | |
|
1324 | "\u001b[0m\n", | |||
|
1325 | "ipdb> bt\n", | |||
|
1326 | " \u001b[1;32m<ipython-input-46-5e708f13c839>\u001b[0m(1)\u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n", | |||
|
1327 | "\u001b[1;32m----> 1 \u001b[1;33m\u001b[0mmod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mg\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", | |||
|
1328 | "\u001b[0m\n", | |||
|
1329 | " \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(6)\u001b[0;36mg\u001b[1;34m()\u001b[0m\n", | |||
|
1330 | "\u001b[0;32m 2 \u001b[0m\u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
|
1331 | "\u001b[0;32m 3 \u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
|
1332 | "\u001b[0;32m 4 \u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
|
1333 | "\u001b[0;32m 5 \u001b[0m\u001b[1;32mdef\u001b[0m \u001b[0mg\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", | |||
|
1334 | "\u001b[1;32m----> 6 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0my\u001b[0m\u001b[1;33m+\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
|
1335 | "\u001b[0m\n", | |||
|
1336 | "> \u001b[1;32m/Users/minrk/dev/ip/mine/examples/IPython Kernel/mod.py\u001b[0m(3)\u001b[0;36mf\u001b[1;34m()\u001b[0m\n", | |||
|
1337 | "\u001b[1;32m 1 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
|
1338 | "\u001b[0m\u001b[1;32m 2 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
|
1339 | "\u001b[0m\u001b[1;32m----> 3 \u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[1;36m1.0\u001b[0m\u001b[1;33m/\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m-\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
|
1340 | "\u001b[0m\u001b[1;32m 4 \u001b[1;33m\u001b[1;33m\u001b[0m\u001b[0m\n", | |||
|
1341 | "\u001b[0m\u001b[1;32m 5 \u001b[1;33m\u001b[1;32mdef\u001b[0m \u001b[0mg\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", | |||
1354 | "\u001b[0m\n", |
|
1342 | "\u001b[0m\n", | |
1355 | "ipdb> exit\n" |
|
1343 | "ipdb> exit\n" | |
1356 | ] |
|
1344 | ] | |
1357 | } |
|
1345 | } | |
1358 | ], |
|
1346 | ], | |
1359 | "source": [ |
|
1347 | "source": [ | |
1360 | "%debug" |
|
1348 | "%debug" | |
1361 | ] |
|
1349 | ] | |
1362 | }, |
|
1350 | }, | |
1363 | { |
|
1351 | { | |
1364 | "cell_type": "markdown", |
|
1352 | "cell_type": "markdown", | |
1365 | "metadata": {}, |
|
1353 | "metadata": {}, | |
1366 | "source": [ |
|
1354 | "source": [ | |
1367 | "Don't foget to exit your debugging session. Raw input can of course be use to ask for user input:" |
|
1355 | "Don't foget to exit your debugging session. Raw input can of course be use to ask for user input:" | |
1368 | ] |
|
1356 | ] | |
1369 | }, |
|
1357 | }, | |
1370 | { |
|
1358 | { | |
1371 | "cell_type": "code", |
|
1359 | "cell_type": "code", | |
1372 |
"execution_count": |
|
1360 | "execution_count": 42, | |
1373 | "metadata": { |
|
1361 | "metadata": { | |
1374 | "collapsed": false |
|
1362 | "collapsed": false | |
1375 | }, |
|
1363 | }, | |
1376 | "outputs": [ |
|
1364 | "outputs": [ | |
1377 | { |
|
1365 | { | |
1378 | "name": "stdout", |
|
1366 | "name": "stdout", | |
1379 | "output_type": "stream", |
|
1367 | "output_type": "stream", | |
1380 | "text": [ |
|
1368 | "text": [ | |
1381 |
"Are you enjoying this tutorial |
|
1369 | "Are you enjoying this tutorial? yes\n", | |
1382 |
"enjoy is |
|
1370 | "enjoy is: yes\n" | |
1383 | ] |
|
1371 | ] | |
1384 | } |
|
1372 | } | |
1385 | ], |
|
1373 | ], | |
1386 | "source": [ |
|
1374 | "source": [ | |
1387 |
"enjoy = |
|
1375 | "enjoy = input('Are you enjoying this tutorial? ')\n", | |
1388 |
"print |
|
1376 | "print('enjoy is:', enjoy)" | |
1389 | ] |
|
1377 | ] | |
1390 | }, |
|
1378 | }, | |
1391 | { |
|
1379 | { | |
1392 | "cell_type": "markdown", |
|
1380 | "cell_type": "markdown", | |
1393 | "metadata": {}, |
|
1381 | "metadata": {}, | |
1394 | "source": [ |
|
1382 | "source": [ | |
1395 | "## Plotting in the notebook" |
|
1383 | "## Plotting in the notebook" | |
1396 | ] |
|
1384 | ] | |
1397 | }, |
|
1385 | }, | |
1398 | { |
|
1386 | { | |
1399 | "cell_type": "markdown", |
|
1387 | "cell_type": "markdown", | |
1400 | "metadata": {}, |
|
1388 | "metadata": {}, | |
1401 | "source": [ |
|
1389 | "source": [ | |
1402 | "This magic configures matplotlib to render its figures inline:" |
|
1390 | "This magic configures matplotlib to render its figures inline:" | |
1403 | ] |
|
1391 | ] | |
1404 | }, |
|
1392 | }, | |
1405 | { |
|
1393 | { | |
1406 | "cell_type": "code", |
|
1394 | "cell_type": "code", | |
1407 |
"execution_count": 4 |
|
1395 | "execution_count": 43, | |
1408 | "metadata": { |
|
1396 | "metadata": { | |
1409 | "collapsed": false |
|
1397 | "collapsed": false | |
1410 | }, |
|
1398 | }, | |
1411 | "outputs": [], |
|
1399 | "outputs": [], | |
1412 | "source": [ |
|
1400 | "source": [ | |
1413 | "%matplotlib inline" |
|
1401 | "%matplotlib inline" | |
1414 | ] |
|
1402 | ] | |
1415 | }, |
|
1403 | }, | |
1416 | { |
|
1404 | { | |
1417 | "cell_type": "code", |
|
1405 | "cell_type": "code", | |
1418 |
"execution_count": 4 |
|
1406 | "execution_count": 44, | |
1419 | "metadata": { |
|
1407 | "metadata": { | |
1420 | "collapsed": false |
|
1408 | "collapsed": false | |
1421 | }, |
|
1409 | }, | |
1422 | "outputs": [], |
|
1410 | "outputs": [], | |
1423 | "source": [ |
|
1411 | "source": [ | |
1424 | "import numpy as np\n", |
|
1412 | "import numpy as np\n", | |
1425 | "import matplotlib.pyplot as plt" |
|
1413 | "import matplotlib.pyplot as plt" | |
1426 | ] |
|
1414 | ] | |
1427 | }, |
|
1415 | }, | |
1428 | { |
|
1416 | { | |
1429 | "cell_type": "code", |
|
1417 | "cell_type": "code", | |
1430 |
"execution_count": 4 |
|
1418 | "execution_count": 45, | |
1431 | "metadata": { |
|
1419 | "metadata": { | |
1432 | "collapsed": false |
|
1420 | "collapsed": false | |
1433 | }, |
|
1421 | }, | |
1434 | "outputs": [ |
|
1422 | "outputs": [ | |
1435 | { |
|
1423 | { | |
1436 | "data": { |
|
1424 | "data": { | |
1437 | "image/png": [ |
|
1425 | "image/png": [ | |
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1470 | "8Ic/2L2lq3jySeCrr4B164DevTt+LT4e+NOfgDNngGefdWZ9KvLqq8B3vgP4fMD06UBjI7B/v9Or\n", |
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1458 | "n9jjfSasR0RERAKgqw2KiIiId1EUJZgr9AGcFUXRWcPOH/DyKIreUpblPTWV1jR3Jb5twLd8FjLE\n", | |
1471 | "is7//R9w3XVAQgIweTLAcd+UZXbsAGbOBK69FtizR+69P/4YuOkmdv933hF7L00Ddu8G5swBjhwR\n", |
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1459 | "3ct8ftjVBEVERETGpvBKREREQuD2V92LWSQ+igOB9ZiF5e+roygPbsWEQ6uBXy3LcnMN978FWB1F\n", | |
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1460 | "0XFTdF/5tNcYtbtA9Moa6xEREZGaaWxQREREvIqi6GjgWfbm68uyPGSU/wGfsV8zM6ODZVmWwBcw\n", | |
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1461 | "bzC+uIb73wl8FTPW96Kq778hEfDqZU+KotOAB2DGGL9ed1EiIiJSH4VXIiIi4tvrMM9JbgE+PMbX\n", | |
1474 | "AvjLX+Te/9AhID8fqKsT/0JdUwMEAkBREfDww2Lu0dYGfPEFe+H6egSTa6CdsZwoLi7u8HlLC/Dd\n", |
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1462 | "vcseHxRF0WMqr2px2+1xuYXk7rx9J3iMd9rjX0RRdMxSJ0VR9Ogoij5ir9I4jnfb4x9EUXTCkPv/\n", | |
1475 | "7wLPPw8ETcHtxJAhwKJFwL/9m7j1RSJ47U6ybRtw1VVAcvLlv7v55siOUJX1l5QwJw8AkyYB27cz\n", |
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1463 | "tTHvt0lviqLoyUt9MoqidcA/2Zt/V5blvc2UJSIiInVQeCUiIiLeRFG0GniVvfnecUKGsiy/CXzf\n", | |
1476 | "pxkNUesvKwOys4HERCb0n38u5DZh13/4MBP6wYOBo0fF3Ftn925g/HggPR24cIG9CzSK0e9/WRn7\n", |
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1464 | "3vztYecudRcTfO5mYCtwahRFD3QfjKLo0AXnXWWPZwycs08URWuXLaosvwP8LXAo8O0oip4/eDVB\n", | |
1477 | "XXabyAMk9NwI/mH5r/9ib++Mzp/64Q+B995jP0yyUUUoASb0wcesFhezd0XNzaEfo8L6m5qAY8eA\n", |
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1465 | "ez+/D3wJ+HXgCcvd54L7/wImJNwH+EYURS+OomjFwP0fHEXRh4HPRFH0f8e57wb9APhsFEVvjaJo\n", | |
1478 | "ggL2eW4uc4BGOolFrX/fvsvvgoYPB8rLw38P7RBq/adOAX4/0K+fHKE/eJB9730+ZpzMxDdGv/8H\n", |
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1466 | "v8FPRFH0aOCbwGnABcCfeahPREREKqTwSkRERHz6dcyV8rYCfz/B17vuq+dGUXT4mF877Ip4i37O\n", | |
1479 | "DwIjRlhbn9OQ0Augqgr49a+Z2Buld2/gkUeAZ54Rty43EErou3cHhg0D9u51Zk1GKCsD8vJY3QVg\n", |
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1467 | "hmvnYsb6vhtF0XeiKLoceM+CU8/FLF1/URRFV0RRVGCu0nf8iLX9HqYD6zDgPOAW+1g/Am4E/hq4\n", | |
1480 | "glNQwMTBKb74Ahg1iv25a1f24nPggJx7627e55Mj9LW1gD4ROjeXRVa8OXkSSEvj/7wyIKEXwM9+\n", |
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1468 | "B3hxWZb/PuJ9DjobeC/me/9R4LYoioooii4ErsHsEbsM+JsJ7rtuJfB04IfA24Gboyj6YRRF/xVF\n", | |
1481 | "xmKb/Hxzj/ve94A1a1hxNha5cAH47DOgsLDz1yZOBP7xD/lrMsqXX3Z2e/n5LKd2ivaOHmDr+/JL\n", |
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1469 | "0bWYEcFTgfOBp5RlucVfqSIiIlIFhVciIiLi029hwoh+WZY3TPD15wHXAiuA14zxdSVLd1cN+xyY\n", | |
1482 | "Ofc+dIi98AFAaipw8aK5OMUstbWXRVik0Kem8n9eGZDQc6a8HHj7beDHPzb/2IwMYNo0wMIkXk+w\n", |
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1470 | "ms8B7gROwYRUX9zlDsryUuC5mIDlUGADphvoxgWPs3gBxh8ADwXej1m0fgpwJPAT4E+BE8uy/MSQ\n", | |
1483 | "Zw8To6/P5+jAhAmsi0NVVBT6o0dZjKGTlcXebcpAd/SAHFdfW8vyecB8dGOUEydI6ImvWbIEWLgQ\n", |
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1471 | "OpdUluX2sixfB5wOfAC4ATgROBa4CEiBUxYsRV/u+zJ43tgljXVyWd6Cqf1s4GuYkO80YAfwSeDZ\n", | |
1484 | "sDpJdsGC2BX6vXuBsWNDf82Njn7oUGeFvqoKaL83MTMTkHU4VWUle2HRkSn0GRms04c3J08C/fvz\n", |
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1472 | "ZVk+pSzL2yaoRURERAITmb2gzev1ekcA/wFs6Pf7+4/xdYdi2r+fDhwAXAH8336//95aChURERGR\n", | |
1485 | "f14ZkNBzpLISeP114Ac/sP4ckyez53Ey23WKPXuAcIdHjRrFRLO1Ve6ajHLggFqOPhBg4te+4ysz\n", |
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1473 | "IERRdCVwdFmWK5Y7V0RERGaHl86rXq/3QOA7wIMY4522Xq+3HtMK/gTgbcALgM8C7+71en9ZfaUi\n", | |
1486 | "U56jr6u7LLyAXKHv1w+or+d/D4puCADAb34DPPCAvVf9+HjgnnsAA9sTPMeePeEdfbdurFVQ1SkZ\n", |
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1474 | "IiIiIiIiIuLTyqYfsNfrPRHTzv1T4NPAS8f48j8F1gOn9vt9N1rwuV6v93Pg//V6vXP7/f4PKi1Y\n", | |
1487 | "7TNpnbw8tt4o56QIoa4O6NOHFWF1Bg6U5+hPnOj4ezBwIBDiyF0uaBr7/9Uz+pQUMUIf/P/kJkjo\n", |
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1475 | "RERERERERES88dF59TLMlYGeCIy8h6DX660GzsKMCC7ciXEOcCXw6opqFBERERERERGRAPgIr14L\n", | |
1488 | "OXHuHLB8OfDYY/af6847gbfesv88biIQYIXYSMfByiwmmuHsWdZKGBzX9ezJ9gPU1MhfU3BsA8h3\n", |
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1476 | "PL3f79895tc9BHNJ5/9Y+Il+v18CnwMeP3V1IiIiIiIiIiISjMbHBvv9/uYJv9RdWvqnS3z+UuA3\n", | |
1489 | "9O07VFJTmSMWQUMD68xKTGSfk6PvDAk9J/78Z9bvPXiw/ef65jeZ8xK5lVs1jh1jLaYpKeGvUVXo\n", |
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1477 | "JrxvEREREREREREJkJeF7RM6ANje7/fvWeLzG4E9e73e2gZrEhERERERERGRGrUpvNoH2DLk8y7U\n", | |
1490 | "KyrYu41QQ1mzs9nXZVNdzVx0e3RHb2QTl11OnOgo9P36iRP69rGNfi8S+o6Q0HNA04Df/Q549FE+\n", |
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1478 | "2q+BWkRERESkeSNfpVpERERmR+Njg1O4C9hryOddx9UdDdQiIiIiIg0ry/JY3zWIiIhI89oUXt0G\n", | |
1491 | "z9elC9sNum4dn+dzA6GKmcGoLvShkFkAbU8oR9+zJxu50dAg9t4tLayVsk+fy38n0tEHC32PHmyz\n", |
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1479 | "rOz1emuXGB3cD9g6ZKxwUV/+8pf1Dp6IiIiIiIiISA2e+MQnRtPeR5vGBi+3xxOW+PyJA+eIiIiI\n", | |
1492 | "Gs/NYRcvsk1x7XdsuwkSeg787W9MnK+7jt9zzpjBdsrGCgcPsk1RkXCj0A8cKC8uaU8oodfXI/qF\n", |
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1480 | "iIiIiMgMaFPn1QWY0cFnAhcOfqLX60XA04AvTHrnVSSBIpPo9Xplv9/38u8vzvKHAe8GHm4/dAPw\n", | |
1493 | "R3e+ce3UJTVVjMsGOgu9z8feGZ46xe8e9fXsnYJbj9IgoefA88+zXa08fwgmTwY+/JC5o1jg4EG2\n", |
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1481 | "GeDTwH8BdxdpsiPO8jXA6cDjgecAp9rzfwi8qUiTvMm6pRo+/+1J8+IsfxPwLmAz8AbgPsATgEcC\n", | |
1494 | "TT8Sw4fL29lphmPH1HP0oaIbfT2iX3hCFS1FRjfh7sfzhcXNsQ1AQm+bkyeBzZuB2bP5Pm9KCuvD\n", |
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1482 | "PwFOK9Jka1P16N/f7ImzfC3mudijgcuAw4F1QK9Ik/N81jZI//amE2f5U4HPD3zoG8DjijTRNMMy\n", | |
1495 | "Li3l+7yqYsTR9+vH3pKLjh7MoqKjDyf06enMAYskuBALXBZ6EfWBhobOhXAS+o6Q0NvktddYni4i\n", |
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1483 | "mvi3F2f5a4D3DHzoPkWaXFXnY3ZVnOWnYV6jAvwIeGyRJhs9ljRU6D/74iz/C+DN9ubLijT5sM96\n", | |
1496 | "u7v+ejb6NhYwIvT6wKrycilLMoyKGX24zT0iIxSd4EIswLpiEhKA8+f536+hofPvH2+hD/Vi4iZI\n", |
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1484 | "pBpVTroF23nV6/X26/V6a9ztfr+/BfgQ8Pper3fogtNfDhwLvK+5CkXaK87ylXGW/w3w35jg6gbg\n", | |
1497 | "6G3y0kusd14EN9zA8n+v09TEeqyNdCzl5KjXjaSiow/nQEV1pLSnri70i4yo+ObMmY6FX/1ePP8/\n", |
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1485 | "FcBRRZq8tkiTzxdpcmeRJjsAijTZXKTJV4s0eRvwEOAlwNXAg4Dz4yx/U5zlwf4yFOk6+2Lznfbm\n", | |
1498 | "z55153hiHRJ6G+zezX7IRE3JLSoCPvlEjAtSia++YiIfb+AYHBUdfbiYBJDbu96ecEIvsvtFJ5zQ\n", |
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1486 | "WUWavK9Ik7cAT8SEDA8A3uirPmm/OMtXAh/HBFfXAk8CUvvpf4yzfOFzN2kh+7v+bfbmXwI3A48B\n", | |
1499 | "i7r3mTOdHT3vYmxjY+cT4twECb0NXnqJHXkXJ+i72KMHcOWVrCjrZY4eZU7dCKo5+nPn2GapcCKQ\n", |
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1487 | "XuSrJpkXZ/lq4C325rX2qL+b+sQD//8U4FP270Am8ysD///NcZYHm1WIH0H+g+j1euuAK1jQYQX8\n", | |
1500 | "nMzqCiInNwbT3MzaAUM5UBmO/tQpdp9gRMVGDQ1yHD0JfQzS3MzGFMybJ/Y+sZDTHz1qfKOZqMmE\n", |
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1488 | "T2Aj8I1er3d2r9d7Rq/X+wvgH4B39vv9ixouVaR14izfH/hPzAvVbcBfAfcv0uSDLqwapkiTnUWa\n", | |
1501 | "VtHnoIfruPL5mNuXuTu2vp6Jaqg1yXD04fJskdGNaEdP0U2Msm4dm8ti1Ila5eqrgb//Xew9nObo\n", |
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1489 | "fBQzwvvnQITp5nh3nOUr6qtcRCYRZ/l9MaHCHsCfDXbAFGmyBfgte/NP4iw/xkOJMhueg+mOvw14\n", | |
1502 | "UeNn5ebkqBXdBPdwhyItTcw0xXBE6hCR4ehDOWxA3ItMqPslJzNx5gVFNzHKq6+Kd/MAG8+7axd7\n", |
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1490 | "SpEmvwTeC3wZOBB4j97kmAlPwbzpdQvwDuCP7cezOMv39laVOGcDR2G6gF5vP3aGv3Jmnguv/ha4\n", | |
1503 | "++9Vjh0z7uhVE/rjxy+fbBSO/v1ZJ4osIgm9LEcfSuh5u2ydUI6+Vy++Qk+OPgZpaAA++AC49Vbx\n", |
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1491 | "HjOh8M8KXcZnfz881N68FbMS6Hn+KpIQ+f4Pq2TxSx5vw/wA2KXFtd/vbwQeC3wd+FPgPOBZwO/1\n", | |
1504 | "9+rTh3V0iDrYWQXMRDfJyawXm+cvsR2OH4/u6FUSet3Ri5x3E07oe/cW8+8W6n69e/Oti1BGH4O8\n", |
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1492 | "+/0/rLdUkfaLs/xETLfVk4GbgCcUafJHRZrcNe592W6stwJnAlsxT5I+aUcMRSQcv4e5qMm/Md8x\n", | |
1505 | "/TbLzmX9wxcWAh99JOdeTmBG6H0+dqCFkUO3ZdD+rNJwqBTddO/OmgcuXBB3/3BCn5zM/5jMixfZ\n", |
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1493 | "MadIky9ifp+uxTwBF5nEM+wxK9LkJ2De7ABeiVn78Bzg6Z5qkwrYF5dvtzf/ukiTTcA5wPeAI5kf\n", | |
1506 | "u93u3Tv+PW9HT9FNDLJ6NZsZLwsvC31LCxPBUHNZwqGS0LvN0QPi4xuZQq/30AcXnkU4eopuYoj6\n", |
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1494 | "9xEP4izfC/gf9ubbMG9UbgROjbP8JF91zbiH2eMnMD/f7gJ6mOfZMp5jMG903IppWAH4H3rTQwZ5\n", | |
1507 | "emDHDuCmm+Td08tCX1nJTkEy0kOvI/Ps02gYcfSqCb3IgmxTE/uvPhu+PaKEPtSudHL0HSGhN8lf\n", |
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1495 | "Da/6/f7b+/3+AYt8fGu/339gv99/yiKfu6Hf77+q3+8f2e/31/X7/VP6/f4/NFOxSHvFWf4gzB6r\n", | |
1508 | "/sIO8O7ZU949R49m8YYquTRPzHTc6GRmusvRqxTdAOIPAQnl5gH+nTBA6F2xABP6xkZ+tQhy9DGG\n", |
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1496 | "+wE/AOIiTb417f0WafIvmHdiNwLPBj6kd5xEwmDD5DPtzbfYMGExbwI2Ac+Ns/xXGylOZoZ9cfFU\n", | |
1509 | "7NgGYDNCxo1T+3Bsq5jpuNFRKbox0l7phKMPtWFJR9RRe0Bkoe/dm7+jDzXnBmC/MwkJl99h2IWK\n", |
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1497 | "e/Nzg5+zu3beZW/q31a7PRWz//IWzNSDCyhdh8+bNDLl1W8AR2Ce4326SJN7gX+1n3uxt6pmlN3x\n", | |
1510 | "sTFEbS3w8cdsVrxsvBrfmCnE6qgk9KEGeAUjW+ijDeDq04e/4La/dyRHLyqjDwWvLp+2Nlb0TUqy\n", |
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1498 | "dzKwA7iwSJMfYFbcgBkhlPG4rqvvAx/ArDR5MPNvjIh477wSkQbEWX4C8CVgf+CzwKOqXN5ZpMnX\n", | |
1511 | "/1xOQUJvgjfeAGbO7Fzhl8GECWzujdewKvQqZPQXL7JicrS39LrQyzjCDwBOnw4vfoC3hD6cowf4\n", |
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1499 | "MF2RdwIvBN5a1X2LyFSej+m6Koo0+dFSJxVpci3zHRW/20RhMlNOxrxovgFzIY+FvmyPj2usIqnD\n", | |
1512 | "FWQbG9m/sVsPHQFI6E3hRGyjM24csGePM/cWiRWhVyWjr69nMUg0AejWjblBWXP0jTh6UWuJJPTd\n", |
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1500 | "a+0xK9LkbvfBIk2+A/wc2AtQh48/r7HHtw+8UfEv9niGOlgqdxqwAvhxkSb32I/93B6P91NSq7nw\n", | |
1513 | "uzN3zPMwnUiRCq+CrNsLsQAJvWGqqtimpWnTnLn/0KFsXorM4VgysCL0qanMGba2ilmTUfTj5Ywg\n", |
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1501 | "6nt2pYHb0/kW/dsVR+GVyIyLs3wDcD5wCPBF4AWDTzqrYl8YvwjYCbwtzvIXVv0YIjK2s+3x/SOc\n", | |
1514 | "K77RtMhiCzgn9D4f/4LsuXPh31HxcvRuL8QCJPSGWbMGuOUW5s6cID4eGDkS+OwzZ+4vgkAg8iz3\n", |
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1502 | "+35gO/C4OMsPqq8kmUFPs8cvLHHFue8CW4CT4yw/uLmypGKn2eNnFvmc2zv74IZqkQFxlq/C7CKF\n", | |
1515 | "cMTFMbGX2ckSCjNC36+fmO3/wZw7x1obExLCX5Oc7IzQA/wLsufOhe+A4+Xo3V6IBUjoDeNkbKMz\n", |
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1503 | "Xa8E+VVMqHwcuy7Dlum5fVfFwMcus0eFV+Nz/z6/b4/vxYwQPpxdF+NLhym8Eplh9upO52OWd34T\n", | |
1516 | "dqy34pu6OvbL2KOH+cdmZIg/Ei8aZoRe1JyXYKLl84Bzjh7gn9NHEnpexVg9o3czJPQGOHoUOHSI\n", |
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1504 | "eK5tI69FkSafA37f3vxQnOUPHXa+iNQnzvLjMMtjNwPnLnd+kSa3AznmneRn1VqczBo3MviFxT5p\n", | |
1517 | "nfjkJF4T+spKVli1goyzT6OhotAbOfJOZDE23AYmHd5CH0mE9V56u0R6MXELJPQGeP114LbbIr8d\n", |
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1505 | "f+982958bCMVSaXiLF+P2UmzhfkX6IN+YI+nNlaUDNoArASuKtJks/ugvRBP397U6GC1XKDy3YGP\n", | |
1518 | "lsHYscCnnzq7Bp5UV5sbfdAeNwq96PHAgPOOPpr7daOjP3/e3a2VAAm9IVSIbQBgzBhWEPb7nV4J\n", |
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1506 | "uc6r+zVcS6stWNb+fQC7U++3gccXafLdpb5WukXhlciMsu/CnYd5t+37wDMH2prr9LeYDo41QN/u\n", | |
1519 | "H2pq2PgDK6Sns12pTqJiRm/E0YvM6KMVLkUUYyNl9Dwc/YUL1uJFlSChj8KhQyxiuO46p1fCnFhq\n", |
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1507 | "BBCR5r3SHs8r0uSOEb/mk/b4/BrqkRkUZ/k6TCBVYsbTl/I1e9ToYDu5HT4XL3FlYnVe+XV/e7x0\n", | |
1520 | "KnD4sNMr4UOks1ajQRl9aFRw9JEKlyKiGxmOnoTe47z+OnDHHeaGbonESzm9HaF3Y3Qjy9FHE/qk\n", |
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1508 | "kc+5Ny+e2VAtXeGWtQ92Xv0SswPraLtAX0YzuKx9bq1JkSbn2tUkIoDCK5FZlgGPAa7DBFejvnid\n", | |
1521 | "JNaaevEi//tHi25EdN1EyuhJ6Bkk9FFQJbbR8ZLQ241uSOg7YyS68fnEFWSjRTe9ejFx5kWk6KZH\n", |
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1509 | "ih0Z+U3M3pP7Yq4MKiINirN8JfBye3OUkUHn05jR3yfHWb5f1XXJTHocsCdmT8ktQ85TeNVuD7LH\n", | |
1522 | "DybSdiGh9zhffskGRF1zjdMruczo0d45bcquo3dTRq9SdAOIGUcARI9uevbkK/SRohueQk/FWA+z\n", |
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1510 | "xXaawUDnlfbTeOFGBn+2yOcutMdj7e8GmVKc5ftjRgO3ABe7jxdpshUTYEXAsX6qa6W5rqslRs9F\n", | |
1523 | "ejVw111sg44qjBwJ7N/v9Cr4EEvRjUrFWEBcTh8tuuFVINWR4eipGOthNE292AZgoxCOHhWTr8qk\n", |
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1511 | "AIVXIjMpzvIzgTcA2zA7rm5o8vHtL++zMS+C3xRnuWbVRZr1VMwC7Z8D3xj1i4o0ucmevwq9Sy+j\n", | |
1524 | "rY0JZbTJj+Ho18/ZMQiBAHPPKSnGrlfN0YsQ+rY2oLk5sijydPStreyeoQ45ASi6aQ8JfRg+/5z9\n", |
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1512 | "GToyOOC/ga3AKXGW73alaQnecuHVtZiuif2BoxupSAYt2Xlll19fhxkrPKrJomaY2890UZEm2xZ8\n", | |
1525 | "A//TPzm9ko507Qrk5ABlZU6vxB61tayDyGqRu0sX9niZ43/bc+YM++U3urdCz8RFt8ZG27CkI6LF\n", |
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1513 | "TqOD43Pfz+95rUKCp/BKxL+3L3/K6OIsPxV4n735O0WafHvY+XUp0uR7mMuj7wG8P87yPX3UIUNV\n", | |
1526 | "8tw59j2JNOStZ09+jv78efZ84e5HQn8ZEvowrF4N3H23mqNJCwrcH9/YKcTqOJnT19dHPsUpmC5d\n", |
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1514 | "+m9PgvJye/zABO9iukur1z06qH9/s8GFV58fdpLdw/PfmI6Ex9Rd1DL0b298Q8Mr+3NGe6+WV9e/\n", | |
1527 | "WGwhakeqjtHt+rzPVNXvHW0mDM9ibKR8HmBfo4yeQUIfAk0DVq1SL7bRKSgA9u1zehX2sJPP6ziZ\n", |
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1515 | "vWGdVwBX2KO6gaqx2L4rJ+Sl7aH+7Ntl35XIUhReiXjW7/ffVtV9xVm+Bvg4Zt/UBzFX6vDpT4DL\n", | |
1528 | "05vJ53VkxDdGhZ53Vm703jyjm2ijCSijvwwJfQh27WJi/41vOL2S0HihIBuLQi9yo5KO0dnpIoTe\n", |
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1585 | "7OHxL7dHLWzvjg32WPWVBh1154Sjyn1Xg/ej8Ko6LryaZITN0djgePa3x9sn+FqFV7tTeCUTUXgl\n", | |
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1600 | "SxDhlaUrDnaD2zN4zdCzpqfOK//cC+ub7aL1qigkqY4Lr26o4L5cd90hQ88S7byqlsIrmZjCK5Hm\n", | |
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1628 | "DcClwDrgNM/liNQl5GXtoPBqVvlY1g4Kr3ypu/MKNDo4LRf6VdZ5VaTJdmAT5jXh3lXd7wypMjBU\n", | |
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1629 | "55XCK5mSwiuR6jwN82T/58A3PNfSJa776nFeqxCpT+hjg9djlnofpit/zhSNDXZL3TuvBu9b4dVk\n", | |
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1630 | "6ui8Ao0ODlPl2KAWtmtsUKak8EqkOmfZ4weKNCm9VtItLih8lNcqROrjOq+CHBu079xfa28e5bMW\n", | |
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1632 | "97U3Q+28Ao0OziKNDXbH3sBqYHORJnfX+DgKr6ZT+digpfBqEXYHWJVhi8YGFV7JlBReiVTjRcCe\n", | |
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1633 | "wJeKNLnGdzEdcxnmKkaHAhv8liJSuUMxO91uK9Kk6nfbq6Twavb4Hhs8RG9INKaJritQeDWxOMv3\n", | |
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1792 | "eq1CZkac5aswgc1O5gOcLnJ/9kO9VtFdCq+6KfTOKxfWqPPKCCG8cmHOLHUELcbnvivQ2KDIyBRe\n", | |||
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1793 | "SahegHlSWhRpcpHvYqST1HklVXNhzU1FmuzwWolf6rzyS+FVN6nzqh18dwEN6srYoO/vuTqvREak\n", | |||
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1794 | "8EpC9Wp7VNeV+KLwSqqmkUFjE7AFWBtn+Sy909wWsxRe7e+1ipawC6ldKBRCR89iXF1723q7KsTO\n", | |||
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1795 | "q1kPr4LpvJqhf/sKr6QWCq8kOHGWPwB4NOaX5rmey5Hu+gWwHThGL7ClIrrSIFCkSYm6r3yahfDK\n", | |||
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1796 | "dQ+tn6EXe3Vag1nSvyXUJf1FmmzHhNp7MFsdKP+fvXuPsuw86zv/K/W1Wi2puyVZkmVbMrIMuc0Q\n", | |||
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1797 | "YM/AwHDZWYtbmBBDfAjMeALYXBMgBvYYFgyYSxJgBzOBGGM8wSYM2BzHDMkMGIJn4zDADNlczCwS\n", | |||
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1798 | "jG0J2ZYl69ZqSa2+X+aP/b5V1dXnnDqnau/9Pu/7fj9rae11uk93PX3UXXX2r57neVdFeDW+oJ1X\n", | |||
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1799 | "bkn8RXX/Rg+GqGEAhFcYBOEVLPKL2n+prUoLbdPIkHsz8SH38P6QtSAZnDS4ifAqnOjDKxfAnFF3\n", | |||
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1800 | "s8c3F3ZmfWTQY3TQVnjlg4cjRd3sC1rJsEJ3Xm392KkEt+vuSniFXhFewZSibg5L+h/dQ0YGERqj\n", | |||
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1801 | "g+gTY4ObCK/CiT68cth7tTzry9q9rJe2F3VzSNIBSRfbqjwfup62Kq8ovVBlltA7r6T0lrb7vy9n\n", | |||
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1802 | "g1aB5BBewZovU/fG+o/bqvyj0MUgez684sRB9IHOq02EV+GkEl497a6EVzuj8yoOFkKU7XIYHbTU\n", | |||
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1803 | "eZVaeEXnFXpFeAVrWNQOS+i8Qp8IrzY94a6EV+NLJbyi82p5dF7FwdLIoJdDeGUhNEytw43wCoMg\n", | |||
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1804 | "vIIZRd18oqTPUfeJ7u2BywEk6f3uSniFPtzprh8PWoUNPry6LWgVeSK8yk8s4VXunVeEV2FY6LxK\n", | |||
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1805 | "dWyQ8Aq9IryCJX5R+9vbqrT+Bgt52Oi84kQr9MB3XhFebYZXtwetIk+EV/mJZWyQzqsO4dW4LHVe\n", | |||
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1806 | "EV4BCxBewQS3pPKr3UNGBmFCW5VPSXpK3ZuJFwYuBxEr6uYGSXe4h4RXhFchEV7lJ7bOK8IrO3II\n", | |||
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1807 | "ryx0XjE2CCyB8ApWvELSrZL+VFIbuBZgqw+46/1Bq0DsbpW0X9LTFk6RMuBJdyW8GpHrICW8yk8s\n", | |||
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1808 | "4ZUPbXIdG7TQAbSdryWVjqBZLLzujA0CSyC8ghV+ZPBn26q8GrQS4Fo+vHp50CoQO7/vimXtHXZe\n", | |||
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1809 | "hbEu6ZCkc21Vxn6EOeHV8hgbjIPFzivfEUTn1bDovAKWQHiF4Iq6uV9SKemspF8MXA6w3QfdlfAK\n", | |||
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1810 | "e8Gy9msxNhhGKl1XEuHVKmLpvGJhe8dSeJXD2KCFzit2XgFLILyCBV/vrtO2Kq1/VxD5YWwQfWBZ\n", | |||
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1811 | "+7VOSzov6UhRN6l8pzkGKYZXx4NWEQc6r+JAeBWGhc4rxgaBJRBeIaiibtYlfa17+KaQtQBzMDaI\n", | |||
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1812 | "PjA2uIUbD2fv1fhSDK/ovNoZnVdx8OGVxZ1XKYdXljqvUvlmzrq7xj6eDmMIrxDa31f3ZvqPJP3H\n", | |||
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1813 | "wLUAs3zIXe8r6mZ/0EoQMzqvrsfo4PgIr/IUS3iVe+eVD1HovBoXnVf9o/MKgyC8QjDu1KN/6B6+\n", | |||
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1814 | "kUXtsKityuclfUzSAUn3BC4H8aLz6nosbR8f4VWeYhkb9OFaruEVY4NhWOq8ij68cvd3Pryi8wq9\n", | |||
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1815 | "IrxCSP+VpE9V9yb6HYFrARZh7xX2is6r69F5NT7CqzzF1nmV+9gg4dW4LHRepTQ2eNhdz7dVeTlo\n", | |||
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1816 | "JUgO4RVC8l1XP5fAkd1IG3uvsFecNng9dl6NL6XwyncRHXPf6cd8dF7FgfAqDAudVymNDTIyiMEQ\n", | |||
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1817 | "XiGIom5uk/QVkq6KRe2wj/AKe8XY4PXovBpfMuFVW5UX1d1s3qC0b6z3pKibG2QzFJkl984rCyHK\n", | |||
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1818 | "dkmHV0XdHFS3FuKypAsBS0lmbFCEVxgQ4RVCebWkg5Le3Vblg6GLAXbwQXclvMLK3Kmqt6h7Y/x0\n", | |||
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1819 | "4HIsYefV+JIJrxxGB3d2o6Q1Sc9HMMKzsbA90246iyGjD69SCFVm8X+u04F376Y0Nkh4hcEQXmF0\n", | |||
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1820 | "Rd3sk/RN7uEbQ9YCLImdV9iLjZFBDqa4Bp1X4/PhVSohKuHVzmIZGfTddOfU3Z+kcBO/KsvhVZKd\n", | |||
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1821 | "V7Kx70pibBBYCuEVQvhidae2PSjpNwLXAizjL9W1lN9T1M3hnZ4MbMOy9tnYeTU+Oq/yE8uydm+j\n", | |||
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1822 | "+ypoFWEQXo3PyqgmnVfAEgivEIJf1P6mtiqvBK0EWEJblRfUBVhrku4LXA7iw76r2ei8Gt9xd6Xz\n", | |||
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1823 | "Kh/RdF45OS9ttxhe+VAl1fDKSucVO6+AJRBeYVRF3dwv6QvUtYX/XOBygFX4vVeMDmJVdF7NRng1\n", | |||
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1824 | "vlTDq+MLn5W3WDuvslravmVx+CWFXRy+3UbnVaJ7yKx0XqU0NrjuroRX6B3hFcbmd129va3KVMYW\n", | |||
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1825 | "kAdOHMRubey8ClqFPU9LuiLpWFE3B0IXk7qibvar6+y4qniCjJ3QebWz2MKrXDuvNrquLO1GdJ3n\n", | |||
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1826 | "FyXtV3fQUmp8eGWl8yqlscGzQatAkgivMJqibo5I+hr3kEXtiA3hFXaLscEZ3Mln/psYt4asJRM+\n", | |||
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1827 | "4HkmoZF9wqudxTY2mGXnlWyODHop773aOG0wZBHusIJLkva7LryYMTaIwRBeYUxfpe4N5h+0VflH\n", | |||
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1828 | "oYsBVuTHBgmvsCrGBudjdHA8qY0MSoRXy6DzKg6EV2FY6byS0tl7RXiFwRBeYRRuTt4vaqfrCjHy\n", | |||
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1829 | "nVfsvMKq6Lyaj/BqPIRXeYotvKLzyp6UwysTnVdOKqODhFcYDOEVxvKZkj5Z3dHo7wxcC7AbH5V0\n", | |||
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1830 | "XtKdRd3k9qYae0Pn1Xw+vLotaBV5ILzKU6xjg7l1XllZHD5LyuGVpc6rVJa2E15hMIRXGMtr3fXN\n", | |||
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1831 | "bVWeC1oJsAtuRwwnDmIlRd3cIOkO9/CxkLUY9aS70nk1PMKrPMXWecXYoD0+vIo9VJnFYudV7K8z\n", | |||
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1832 | "4RUGQ3iFwRV181JJf1fdaSWMDCJm7L3Cqm6TtE/SybYqz4cuxiDGBsdDeJWnWDuvcutwjiG8ovNq\n", | |||
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1833 | "WIwNAjsgvMIYvlXd37W3t1XJzhfEzIdXLwtaBWLi910xMjgb4dV4fMBDeJUXOq/iQHgVhqXOK8YG\n", | |||
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1834 | "gR0QXmFQRd3cIuk17uFPhKwF6MGH3PW+oFUgJixrX4ydV+Oh8ypPsYVXuXdeWQhRtks5vKLzqn+E\n", | |||
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1835 | "VxgM4RWG9mp1Xxje21bl+0IXA+yRD6/ovMKyWNa+GJ1X40kxvPKjcLe4/XK4Xmxjg7l2XvkQhc6r\n", | |||
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1836 | "cVnqvGLnFbADvtBjMEXd7Fc3MihJbwhZC9ATwiusirHBxVjYPp7kwqu2Ki+pu9m/QfmFHcui8yoO\n", | |||
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1837 | "lscGfaiSYnhlqfMqlbHBdXclvELvCK8wpFdIukfdnqBfC1wL0IePSTov6Y6ibrhRwjJ85xVjg7PR\n", | |||
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1838 | "eTWe5MIrh9HBxei8igOdV2H4oMhCeJXa2ODZoFUgSYRXGNJr3fVftFV5JWglQA/c3+MH3UP2XmEZ\n", | |||
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1839 | "dF4t5juvbmPsa3CEV5kp6mafupvzq7Jxc74MH97kGl5ZGF/bjvBqHIwNAjvgjSIGUdTNp0v6DHVv\n", | |||
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1840 | "kt8WthqgV4wOYhV0Xi3QVuV5dZ0W+7TZIYJhEF7lZ2MULaJvIuY6Nkh4FYal8CqVsUHCKwyG8ApD\n", | |||
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1841 | "8V1XP9tWpYUvCEBfOHEQq6DzamfsvRoH4VV+YhsZlLZ0XhV1sxa0knERXoXhgxYL9yqpjQ0SXqF3\n", | |||
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1842 | "hFfoXVE390j6ckmXJP3LwOUAfaPzCqsgvNoZe68G5sbHYgwylkF4NV9sy9rVVuUFdbsl92lz8XMO\n", | |||
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1843 | "YgivYu8ImsX/mSwELXReATsgvMIQvkXdm45pW5UPhy4G6BnhFZZS1M0RdTePF5Vet0ufCK+GtxFc\n", | |||
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1844 | "tVV5OWgl/SO8mi/WwDLHpe0xhFdJdV65zj6LnVeEV8AchFfolTuB7evcw58IWQswEMIrLOsOd/14\n", | |||
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1845 | "W5VXg1Zimw+vbgtaRdpSHRmUCK8Wia7zyslx7xXh1fgOS1qTdN5IqB/92KA7eOWwe3guZC1IE+EV\n", | |||
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1846 | "+vY16t5s/G5blX8YuhhgAB9RNxL7oqJuchppwOp8ePVY0CrsY+fV8Aiv8hRreEXnlS2phleWRgal\n", | |||
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1847 | "NMYG/fvisxEdEoGIEF6hN0Xd7Jf0j93DN4SsBRhKW5WXJD3kHn5CwFJgH/uulsPY4PAIr/IU69jg\n", | |||
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1848 | "xtL2oFWMxHWrWAtStko9vLIwMiilMTbIyCAGRXiFPk0kvVTdWNW/C1wLMCROHMQyCK+WQ3g1PMKr\n", | |||
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1849 | "PMXeeZXL2OC6uvG1M0bG17ZLNbyytO9KSmBsUIRXGBjhFXrhvmv03e7hjxr94gv0hb1XWAZjg8sh\n", | |||
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1850 | "vBoe4VWeYg2vsuq8ku2RQUk6K+mqpCPu5NJUWOt2S2psMGgVSBbhFfrytyX9dUmPSPqFwLUAQyO8\n", | |||
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1851 | "wjLovFoOO6+Gl0N4dXzhs/IU+9hgLp1XpsMrt7vIBysxdwVtZ3VsMObXmM4rDIrwCnvmjpr1XVc/\n", | |||
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1852 | "3lbl+ZD1ACMgvMIyCK+W48OrW4NWkbYcwis6r64Xa+dVbgvbTYdXToqjg1bHBmPuvCK8wqAIr9CH\n", | |||
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1853 | "z5b0GZJOSvrZwLUAYyC8wjIYG1wO4dXwfHh1auGz4uS7im5Z+Kw80XkVB8KrMBgb7B/hFQZFeIU+\n", | |||
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1854 | "+K6rn2yr0vIXXqAvD0m6Iumeom4OBq4FdtF5tZxnJV2SdLSom8Ohi0lUyp1XG8u9XSc4NtF5FQfC\n", | |||
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1855 | "qzBMjQ22VXlB3dfC/UXdHAhdzy4RXmFQhFfYk6JuPlXSF6j7xP9TgcsBRuFGYz+q7nPovWGrgUXu\n", | |||
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1856 | "JprwagltVV6V9JR7SPfVMJINr9qqvKjuRukGpXVj3YdYwysWttvja4u5K2g7a2ODUvzdV4RXGBTh\n", | |||
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1857 | "Ffbqu9z1zW1VngxaCTAuPzp4X9AqYNVRdafunJXtGxIrGB0cVrLhlcPo4Gyxhlcb3XRBqxhPTOFV\n", | |||
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1858 | "SgGxtbFBKf69V4RXGBThFXatqJtPlPTlki5KekPgcoCxsfcKi2x0XbnOIizmO69uC1pFugivBAOA\n", | |||
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1859 | "JgAAIABJREFU8hRreEXnlT0ph1eWOq9iP3GQ8AqDIrzCXrxO0pqkn2+r8mOhiwFGRniFRRgZXI3v\n", | |||
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1860 | "vCK8Gkbq4ZVfRE94da1Ywys6r+xJMbxibLB/hFcYFOEVdqWomxdLepW6pdU/FrgcIATCKyzCSYOr\n", | |||
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1861 | "YWxwIEXd3KDNUCfF0wYlOq+uU9TNPnU3kldl6+Z8GXRe2ZNieMXYYP8IrzAowivs1ndI2i/pnW1V\n", | |||
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1862 | "fjB0MUAAhFdYhM6r1TA2OJyb1XVJP9dW5aXQxQzEh1fHglZhiw9+notwdJnOK3tSDq8shbuxjw2u\n", | |||
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1863 | "uyvhFQZBeIWVFXVzu6Svcw9/JGQtQEAPuutL3Xe4ga0Ir1bD2OBwUh8ZlOi8miXWkUGJziuLUgyv\n", | |||
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1864 | "GBvsn39NzwatAskivMJufJu6T07vbqvyfaGLAUJoq/KMpEckHZD04sDlwB7GBlfD2OBwCK/ylER4\n", | |||
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1865 | "VdTNWtBKxkF4FYblscFYO68YG8SgCK+wkqJuTkj6Vvfwn4SsBTCA0UHMQ+fVahgbHA7hVZ6iDa/a\n", | |||
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1866 | "qrwg6by69RSHA5czhhjCKx+qpBheWeq8YucVsADhFVb1WnVt3O9pq/L3QhcDBEZ4hXkIr1ZD59Vw\n", | |||
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1867 | "CK/y5EfuoguvHN99lcPeqxjCK19brKHKLIwN9o/wCoMivMLSXNfVt7mHrw9YCmAF4RXmYWxwNey8\n", | |||
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1868 | "Gg7hVZ586PPcwmfZ5etOqdNnnhjCq5Q7rywFLYwNAgsQXmEV367uO3m/RdcVIInwCjO4HS2+84rw\n", | |||
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1869 | "ajmMDQ6H8CpP0Y4NOjktbY8pvIq1I2gWi2ODdF4BCxBeYSlF3dyqzV1Xrw9YCmAJ4RVmOa5ukf+z\n", | |||
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1870 | "brE/dvaMpMuSjhZ1cyh0MYnJIbw65a6EV5sIr+IRQ3jF2OA4Yg8JCa8wKMIrLMvvuvr3bVX+fuhi\n", | |||
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1871 | "ACMecNdPKOqGz6fwGBlcUVuVV8Xeq6HkEF75zqtjQauwhfAqHjGEV4wNjoOxQWABbrawo6Jubtfm\n", | |||
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1872 | "rqsfCFkLYElblc9KekLSuqS7ApcDO1jWvjuMDg4jp/CKzqtNPvSJdeeVD3KSDq/cmLkPhCx1AG2X\n", | |||
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1873 | "VOeVe90tdl4xNggsQHiFZXyXui+sv0HXFXAdRgexHeHV7tB5NQzCqzyl0nmVUqfPLIck7Zd0oa3K\n", | |||
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1874 | "C6GLWSC1zqvDktYknW+r8nLoYrZgbBBYgPAKCxV18yJJ/9A9/J6QtQBGEV5hO8YGd4cTB4eRQ3jl\n", | |||
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1875 | "A5qbGeHekEp4lXTnleIYGZTiD1W2szgyKMU/NrjurtZeVySCL/DYyfeq+67QO9uq/OPQxQAGEV5h\n", | |||
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1876 | "OzqvdoexwWEkH161VXlJ3U3f1hGs3BFexSGW8OqspKuSDhd1sy90MT2weNKgFPHYoPt7cUjd35Pz\n", | |||
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1877 | "gctBogivMFdRNy+T9GpJVyR9X+ByAKsIr7Ad4dXuMDY4jOTDK4fRwWvFvvOK8MoQd6hGSt1XFvdd\n", | |||
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1878 | "SXF3Xvmuq7Pu7wvQO8IrLPJ6dXP4/7qtyvcHrgWwivAK2zE2uDuMDfbMjdD5E/hOhaxlBIRX16Lz\n", | |||
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1879 | "Kg5RhFdOSuGV9bHBGF9j9l1hcIRXmKmom78h6askXRQnDAKLPOCu97nTawA6r3aHscH+3aTuvd7p\n", | |||
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1880 | "tiovhi5mYD6cO7bwWfmIPbzK4rRBxRVepXTiIGOD/SO8wuAIrzDPj6jbHfHmtiofClwLYNlJdTdN\n", | |||
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1881 | "N0m6PXAtsIHwancYG+xfLiODEp1X28UeXuVy2mBM4VVKJw4yNtg/wisMjvAK1ynq5vMkfbG6Nw4/\n", | |||
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1882 | "FLgcwDQ318/oICRtLCz1IebjIWuJEGOD/SO8ypDrAvbhFTuvbIspvEqx88pa0ELnFbAA4RWu4fZj\n", | |||
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1883 | "/Jh7+KNtVXLzBeyM8ArerZL2STrZVuWF0MVEhrHB/vnwKvV9VxLh1VaH1O0svdBWZaynfhFe2ZNS\n", | |||
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1884 | "55XVscELki5LOlDUzYHQxayI8AqDI7zCdhNJnybpEUk/EbgWIBaEV/AYGdw9xgb7R+dVnmIfGZQI\n", | |||
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1885 | "ryyKeZn4dibHBiM/1ZHwCoMjvMKGom4OSfqn7uH3t1XJJx9gOYRX8DhpcPeeUfcd55vc1yPsHeFV\n", | |||
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1886 | "nlIIr1jYbg9jg+PwNa0HrWJ1hFcYHOEVtvomSS+V9J8lvS1sKUBUfHh1X9AqYAGdV7vkvuPsRwfp\n", | |||
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1887 | "vuoH4VWeYt93JbGw3SLGBsfhw5/Ylrb7sI3wCoMhvIIkqaibWyV9n3v4urYqL4WsB4jMA+5K5xUI\n", | |||
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1888 | "r/aG0cF+EV7lyXcrxdx5tTE26BbQpyqm8CqlziuTY4NO7GODZ4NWgaQRXsF7vbo3ue+R9GthSwGi\n", | |||
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1889 | "85i6Nxsniro5EboYBMXY4N5w4mC/jrlrDuGVX0p/bOGz8hD92KD7Juo5dfcqsY1PrSKm8CrFziuL\n", | |||
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1890 | "XUKxdl4xNojBEV5BRd38NXUjg1ckvdaNbgBYkvs347uvXhqyFgRH59XecOJgv+i8ylP04ZWTw9L2\n", | |||
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1891 | "GMOr2DqCZmFssH+EVxgc4VXmXCv2G9Qd7f7mtir/LHBJQKwedNdPCFoFQiO82hvGBvtFeJUnwqt4\n", | |||
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1892 | "xBReMTY4DsIrYA7CK3yxpM9X96bv+3Z4LoD5CK8gMTa4V4wN9ovwKk8pLGyXNsOSFMbU5okpvGJs\n", | |||
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1893 | "cByEV8AchFcZK+rmoLquK0n6gbYqn1z0fAAL+fCKEwfzRufV3jA22C/CqzylsLBdovPKGsYGxxHr\n", | |||
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1894 | "60x4hcERXuXttZJeLukDkt4YuBYgdnReZa6omwPqQpcrkp4IXE6sGBvsV07hlQ9qbirqJvf3t4wN\n", | |||
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1895 | "xiOm8IqxwXHQeQXMkfsX92wVdfNibY4J/qO2Ki+ErAdIAOEVbnfXJ9uqvBy0kngxNtgTt9Mym/DK\n", | |||
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1896 | "/Zs7LWlNaYcdyyC8ikdM4RVjg+MgvALmILzK1xvUfZJ5Z1uVvxW6GCABD0m6KuklrgMH+WFkcO8Y\n", | |||
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1897 | "G+zPUXWHsZzJ6BtUjA52Utl5RXhlS0qdV5bHBgmvgDkIrzJU1M3nS/p76j5hf3vgcoAktFV5XtLD\n", | |||
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1898 | "6m4WXxy4HIRBeLV3jA32J5uuqy18eHUsaBXhpbLzyoclSYZX7htdh9SNmp8LXM4yUuq8Ymywf4RX\n", | |||
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1899 | "GBzhVWaKujkk6afcwx9sq/LhkPUAiWF0MG+cNLh3jA32J8fw6pS70nnViT288p1XKYQls/jun9Nt\n", | |||
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1900 | "VV4NWslyYl0kPgtjg/1bd1eLrykSQXiVn9epW9L+fkn/S+BagNQQXuWNzqu9e0bSZXVLtw+GLiZy\n", | |||
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1901 | "OYZXjA12Uguvkuy8Ulwjg1IiY4NuH6DlzqtYQ0L/mp4NWgWSRniVkaJuPknS97iH35zRDgxgLD68\n", | |||
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1902 | "ui9oFQiF8GqPXPeB33vF6ODeEF7li51XcYgtvNoYG3QBUKwOqzvY4bzRw1Vi7bxibBCDI7zKhDs2\n", | |||
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1903 | "+mclHZT0c21V/nbgkoAU0XmVN8YG+8HoYD8Ir/JF51Ucogqv2qq8JOmCuvvHQ4HL2QvLI4MS4RUw\n", | |||
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1904 | "F+FVPl4t6b+V9LikKnAtQKoIr/JG51U/OHGwH4RXGXLfrIwqFFkg6YXtivP/Uwqjg5ZPGpQIr4C5\n", | |||
|
1905 | "CK8yUNTNXZJq9/Db2qo8GbIeIGGEV3kjvOoHJw72g/AqTxuBiNGRqFWkvrA9xvAqhRMHLe+7kgiv\n", | |||
|
1906 | "gLkIrxLnZtJ/St0buV+X9MthKwKS9oS6N6HHiro5vtOTkRw/Nkh4tTeMDfaD8CpPqey7khgbtCil\n", | |||
|
1907 | "ziurIUt04VVRNwckHZB0Rd1oKTAIwqv0TSR9ubovNt8cyVG8QJTcvy+6rzJU1M1hScckXVJeYcEQ\n", | |||
|
1908 | "GBvsR87h1bGgVYSVyr4rifDKohQ6r6yPDcZ42uC6u57hXhNDIrxKWFE3d0r6affwO9qq/HDIeoBM\n", | |||
|
1909 | "EF7laWNZe1uVV4JWEj/GBvuRY3h1yl1z7rzyQQ/hlX0xh1cxBSvbMTbYP0YGMQrCq0S5ccGfkXRC\n", | |||
|
1910 | "0m9JekvYioBsEF7liZHB/jA22I8cwyvGBum8ikmM4RVjg8MjvALmILxK11dJ+lJ1b15eTQsnMBof\n", | |||
|
1911 | "Xt0XtAqMzS9rfyxoFWlgbLAfPrw6tfBZaSG8Siu88kHJUfdN2dTEGF4xNjg8witgDsKrBBV18yJ1\n", | |||
|
1912 | "S9ol6bVtVX40ZD1AZui8yhMnDfaHscF+0HmVp2QWtrdVeUnSOXX3K+s7PD1GMYZXKXReWR8bvKBu\n", | |||
|
1913 | "8fnBom72hy5mSRs7r4JWgeQRXiWmqJt9kn5B3ZvWX5P01rAVAdkhvMoTY4P9YWxwj1yXCuFVnlLq\n", | |||
|
1914 | "vJLSHh2MMbxKqfPKZNDipmX86xxL95Wv82zQKpA8wqv0fKekz5X0uKSvZVwQGN1Dkq5Keok7Ohh5\n", | |||
|
1915 | "YGywP4wN7t2NkvZLOtdW5bnQxYxoI+hw38zLUUoL2yXCK2tSWNhufWxQim90kLFBjILwKiFF3Xya\n", | |||
|
1916 | "pB92D7+6rcrHQ9YD5KityvOSHpa0T9KLA5eD8TA22J9nJF1WF0AcDF1MpHLsulJblZeVdtixDDqv\n", | |||
|
1917 | "4hFjeMXY4DgIr4AZCK8SUdTNjZJ+Sd13Wn+yrcp3By4JyBmjg/lhbLAnbVVe0Wb3FXuvdueYu2YV\n", | |||
|
1918 | "Xjl+dPDYwmelK5mdV44PSwivbGBscByEV8AMhFcJcLst3iTpfkl/Jul1YSsCskd4lR/GBvvF6ODe\n", | |||
|
1919 | "ZNl55fjTFXPde5Vq51XMYck8MYdXMXdeMTbYP8IrjILwKg2vkfQqdZ8w/n5m+y0Ai3x4dV/QKjAm\n", | |||
|
1920 | "xgb7xYmDe5NzeJX70nZ2XsUjxvCKscFxEF4BMxBeRa6om78p6afcw29oq/I/hawHgCQ6r7JS1M1R\n", | |||
|
1921 | "dW/kzymdG8bQOHFwbwiv8g2vUu28IryygbHBccTW4UZ4hVEQXkWsqJtbJL1T0iFJb2mr8n8LXBKA\n", | |||
|
1922 | "DuFVXvy+q8c44bU3jA3uDeEV4VUqO69yCK8sdwBtl0LnFWOD/SO8wigIryJV1M0Nkn5e3VjS+yR9\n", | |||
|
1923 | "a9iKAGxBeJUXRgb7x9jg3hBeEV7ReWWYex8fQ4iyXQqdV4wN9o/wCqMgvIrX6yV9qbo3aa9kzxVg\n", | |||
|
1924 | "yhPq3hQdK+rm+E5PRvQ4abB/jA3uDeEV4VUq4ZXv9Ik5LJll42a/rcrLQStZTWzjbLPEMDYYW3i1\n", | |||
|
1925 | "7q6WX1MkgPAqQkXdvFLS/yzpiqSvaKvyQ4FLArCFGx2j+yofnDTYP8YG94bwSjoWtIpwWNgehxj3\n", | |||
|
1926 | "XUmMDY4ltvDK13k2aBVIHuFVZIq6+WRJb3MPq7YqfzNgOQDme8BdCa/Sx9hg/xgb3BvCqww7r4q6\n", | |||
|
1927 | "OaRuD+pldQdIpIDwyhbGBscRW4cbY4MYBeFVRIq6uUvSv1X3CeLnJf1E2IoALOA7r+4LWgXGwNhg\n", | |||
|
1928 | "/xgb3Jucw6tT7ppdeKUtXVcJHR5BeGVLbKHKLIwN9o/wCqMgvIpEUTc3Sfo1SS+R9P9K+saE3pgA\n", | |||
|
1929 | "KWJsMB+MDfaPscG9yTm8yrbzSumdNCgRXllzVtJVSYeLutkXuphVFXWzpjg6rwivgBkIryJQ1M0B\n", | |||
|
1930 | "SVNJf1PShyT9HRa0A+YRXuWDscH+MTa4N4RXeYZXPuB5ZuGz4uLDHcIrA9w3zmPuvjosaU3SeeOL\n", | |||
|
1931 | "8gmvgBkIr4xz3yH4GUlfqO7N/Be1VflE2KoALIHwKh+MDfbvGXV7e24u6uZg6GJi4t43EF7lGV6l\n", | |||
|
1932 | "dtKgtNl5FfOOpVmiDK+cmJe2xzAyKBFeATMRXtn3TyR9rbo23S/hZEEgGh9W11r/Etc9iQS5oICx\n", | |||
|
1933 | "wZ61VXlF0kn3kO6r1axLOqiusyDHk58IrxgbjEHM4VXMS9tjOGlQIrwCZiK8Mqyom++R9N3qvvv8\n", | |||
|
1934 | "FW1V/kHgkgAsyY32fkzSPkkvDlwOhnOLutO9TrdVaf3NcGwYHdydnLuuJMIrKc3OK8IrO2IeG4xh\n", | |||
|
1935 | "35UU32tMeIVREF4ZVdTNayX9sLrOjf+hrcr/I3BJAFbH6GD6GBkcDicO7k7u4dVz6t47HS3qZn/o\n", | |||
|
1936 | "YkaWYnjlw52jrtM1FTGHV4wNDo/OK2AGwiuDirr5JklvcA9f3VblO0LWA2DXHnBXwqt0MTI4HE4c\n", | |||
|
1937 | "3J2swys3cuq7dW5e9NwEJRdetVV5SdI5dfcssdzILyPm8IqxweERXgEzEF4Z4zqufto9/EdtVb41\n", | |||
|
1938 | "ZD0A9sR3Xt0XtAoMiZMGh8PY4O5kHV45uY4O+tG6ZMIrJ8Wl7TGHVzF3XsUyNhhNeOX2uu6TdKmt\n", | |||
|
1939 | "youh60HacmunNsu1Qn+vpB90P/QtbVW+MWBJAPaOscH0MTY4HDqvdofwSjqlbtdgbuFVcp1XznOS\n", | |||
|
1940 | "blcXzqXS5RpzeJVC55X1DqFowitt1pjjASEYGeGVAS64+meSXifpirpRwbcFLQpAHwiv0sfY4HDY\n", | |||
|
1941 | "ebU7Prw6FbSKsHLtvErxtEEpzaXtKYRXMXZeMTbYP0YGMRrCq8CKujkk6V9J+u8lXVK3nP2Xw1YF\n", | |||
|
1942 | "oCeEV+ljbHA4jA3uDp1XhFcpdl5JhFdWMDY4vJgCQsIrjIadVwEVdXNC0r9XF1w9L+lLCa6ApDyh\n", | |||
|
1943 | "7t/2saJuju/0ZESJscHhMDa4O8fclfCK8CoVhFe2MDY4vPPqTk09VNTNvtDF7IDwCqMhvAqkqJv7\n", | |||
|
1944 | "Jf0/kj5b0iOSPqutyl8PWxWAPrVVeVV0X6WOscHh0Hm1O3ReEV6lFl75gIfwyoaYuoK2i2Js0L1/\n", | |||
|
1945 | "9GHQeshalkB4hdEQXgVQ1M2XSfpDSS+X9P9J+q/bqnxf2KoADITwKm2MDQ6HnVe7Q3i1GV4dW/is\n", | |||
|
1946 | "9HDaYDxiDq8YGxxHLHuvCK8wGnZejaiom/3qFrN/p/uhd0n6mrYqU1usCWDTA+56X9Aq0Luibm6Q\n", | |||
|
1947 | "9AL3kM6r/jE2uDuEV3RepRpe0XllA2OD4yC8Arah82okRd28TNJ/UBdcXZb07ZJeSXAFJI/Oq3Sd\n", | |||
|
1948 | "UPdNoFNtVZ4PXUyCTqk7gffmom4OhC4mIoRXhFepvbckvLIl5s6rKMYGnVjGMwmvMJognVeTyWS/\n", | |||
|
1949 | "pP9J0tdIulvdd6zfKekHptPpjp9MJpPJHZJ+SNIXqbt5eFDSv5xOp28erOhdKupmTdI3Svrn6v5x\n", | |||
|
1950 | "PyLpK9qq/N2ghQEYiw+v6LxKDyODA2qr8kpRN09Jul3d3ite5+UQXnXBp5RReOU6QX24Q3hlmLs3\n", | |||
|
1951 | "8OFVDCHKdjF3XjE22D/CK4wmVOfVL0r6Lkk/J+nLJL1B0qskvXsymSw8UWEymRyT9DuSPk/S6yX9\n", | |||
|
1952 | "PUn/p6R/MZlM/tmANa+sqJuXqztN8KfV/cP+JUl/g+AKyMpfuutLg1aBIXDS4PAYHVwd4VWenVc3\n", | |||
|
1953 | "SlqTdKatykuhi+lZagvbD0naJ+lCW5UXQhezC7F0BM3C2GD/CK8wmtE7ryaTyZdJeqWkz59Op+9x\n", | |||
|
1954 | "P/wbk8nkPZL+WNI3S/qpBb/FD6pbwPlfTqdTf8Pw7slk8kFJPzuZTN4xnU7/dKDyl1LUzVFJ36tu\n", | |||
|
1955 | "NPCAujff39hW5b8JWReAIB5y15cUdbM/wZuKnHHS4PA4cXAFRd0clnRY0kXlfSORY3iV6r4rKb2F\n", | |||
|
1956 | "7TGPDEqMDY4llvDKn4Z4NmgVyEKIzqtvkPTbW4IrSdJ0Ov1zSW9XN2I302QyOSTpH6gbEdz+ne63\n", | |||
|
1957 | "qrtJ/Ppeq11BUTcHirp5jaT3S3qduuDqrZL+KsEVkKe2Ks+pGxfeJ+lFgctBvxgbHB4nDq5mo+vK\n", | |||
|
1958 | "HbWeqxzDq1RPGpQSGxtU/OEVY4PjiCW8ovMKoxk1vHK7rj5T0q/NecqvS/ork8lk3pvUT1H3heu6\n", | |||
|
1959 | "Xz+dTq9Kerekz917patxodWrJX1A0lvU7fFqJX16W5Vf21bl42PXBMAUPzrI0va0MDY4PMYGV8PI\n", | |||
|
1960 | "YCfH8CqHzivCKxsYGxwH4RWwzdhjg3ep+wv+/jk//xfuep82v9u61cvcdd6v/4Ckr9t1dSsq6uZu\n", | |||
|
1961 | "Sa9xH/Nu98PvV7dM/h1tVV4ZqxYApj2oLrhn71VaGBscHp1Xq/Hh1amFz0qfD6+OBa1iXKmeNCgR\n", | |||
|
1962 | "Xlnj66bzalixhISEVxjN2OHVCXed96bK//i83RYnJF2aTqfz/nGcknRwMpkcWfCcPSnq5hZJf1vS\n", | |||
|
1963 | "RNKXqBsFkqQ/VxdaTduqvDzExwYQLZa2p4mxweH5zit2Xi3HhzW5d16dlnRV0pGibg60VXkxdEEj\n", | |||
|
1964 | "oPMqHrGHVxuhSlE3a5GNKLPzqn+EVxjN2OGV/6Izb6Gb/0s/r837JknnFvz+W399L/+A3PLTT5H0\n", | |||
|
1965 | "30j6W+6/A+6nL0l6p6Q3SXpvZJ+8AYyHscE0MTY4PBa2r4axQUltVV4p6uZZde8Hb9ZmCJqylMOr\n", | |||
|
1966 | "mDt9Zok6vGqr8lJRN+fVnZp4SIvvzaxhbLB/hFcYzdjhlf/Oyfqcn/d/+Z+Z8/PPqTtFZ56dfv1c\n", | |||
|
1967 | "Rd28Qt0Xk5sl3aPuJvM+SX9V0sEtT70i6T9I+hVJ72yr8tFVPxaA7DzornRepYWxweGx82o1hFeb\n", | |||
|
1968 | "TqkLr24R4VXs6Lyy53l1wdVRRRJeFXWzprjGBgmvgG3GDq9Ouuu8HQS+42rem4yTkvYvGAu8RdKF\n", | |||
|
1969 | "XY4M/sqcH78q6c8k/Z6k35f07rYqn9jF7w8gX4wNJqaom/2Sblf3NYKvCcNhbHA1hFebclvanvJp\n", | |||
|
1970 | "gxudVxGOqc2SSnh1Ql0n06w9xRYdlrQm6XwkK14Ir4Btxg6vHlU3MvhJ6k4W3O6T3PXBGT8nSQ+4\n", | |||
|
1971 | "6ydK+pM5v/6BGT++jF9V90XkeUkPu9/nAUl/0Vblyp1cALDFI5IuSrqjqJsb26qM4Tt+WOw2dW+C\n", | |||
|
1972 | "n8hkn04ojA2uhvBqU27hVbKdV25M7ay6yY0jiqNrZpEUwitfu/Vl4lvFNDIosbAduM6o4dV0Or00\n", | |||
|
1973 | "mUx+V93C8zfMeMoXS/rz6XQ677vYf6yudfhLtC28mkwma5K+UNJv7qa2tipfsZtfBwA7aavyclE3\n", | |||
|
1974 | "D0m6X9K9kv5T0ILQB0YGx8HY4GoIrzYRXqXlOXXh1U0ivLLA/z+IaQ9ZTCODEp1XwHVuCPAx3yzp\n", | |||
|
1975 | "8yaTyd/a+oOTyeSvSPpK9/P+x26ZTCYb+7Gm0+k5ST8v6Vsmk8kdutZXqxvJectAdQPAXjA6mBZO\n", | |||
|
1976 | "GhzH0+pGM4+5UU0sRni1Kdfw6rmFz4qXD3pS2HuVQngVc+cV4VW//L064RUGN/obwel0+iuTyeRd\n", | |||
|
1977 | "kt41mUx+RNKfSnqZpO+W9EeS3ihJk8nkRnXjg09oc5xQkr5PXYfV/z2ZTH5U3SjiZ0r6dkn/fDqd\n", | |||
|
1978 | "vm+sPwsArIATB9PCSYMjcF2LT6vbrXJc7BfbCeHVJh9ezduzmpocOq+kuDp95kkhvIqx8yq2scFY\n", | |||
|
1979 | "witf39mgVSALITqvpK7D6sclvVrSu9QFT78k6Qum06lfoHdRXTD1ka2/cDqdnpL02ZJ+R9IPSnqn\n", | |||
|
1980 | "pL8j6Tum0+nrRqkeAFbHiYNpYWxwPIwOLo/walNunVcpL2yX0jpxMKXwKqbOK8YGh8HYIEYTpAV/\n", | |||
|
1981 | "Op1ekvRD7r95z7kg6a/P+bmPS3rNMNUBwCAYG0wLY4PjeVLdvjiWtu+M8GpTbuFVLp1XhFc2MDY4\n", | |||
|
1982 | "PMIrYJtQnVcAkBvfecXYYBoYGxyP77wivNqZD69OBa3CBsKrtBBe2cLY4PDMd7cVdbMmxgYxIsIr\n", | |||
|
1983 | "ABjHRueV+2KPuDE2OB7GBpdQ1M1BdTcRl5Xu0u5V+ACP8CoNLGy3xXywMgNjg/07qC5PuNhW5cXQ\n", | |||
|
1984 | "xSB9hFcAMI6n1d1UHBUdJClgbHA8T7or/24W84vJT7VVeTVoJTbk2nmVanDJwnZbGBscXgzhFSOD\n", | |||
|
1985 | "GBXhFQCMwN1MMjqYDsYGx8PY4HLYd3WtbMIr13V3SF3XXaqjO4wN2sLY4PAIr4BtCK8AYDwsbU9A\n", | |||
|
1986 | "UTeHJJ1Qd6P41A5Px94xNrgcwqtr+fDq2MJnpWHjpMGEu+4Ir2yJsfMqtrHBc+66XtSN1Xt2wiuM\n", | |||
|
1987 | "yuo/BABIkQ+v6LyK2wvc9bG2Kq8ErSQPjA0uh/DqWtl0Xin9fVcS4ZU1MXdeRRFeufcXvpPycMha\n", | |||
|
1988 | "FiC8wqgIrwBgPH5skM6ruLHvalyMDS6H8OpahFdpSSK8KurmgLoRzyva7KyJUYwL22MbG5Tsv86E\n", | |||
|
1989 | "VxgV4RUAjIexwTQQXo2LscHlEF5d67S6gGDdBQYpyyG8SuW0QR9CnI58xJOxwXFY33u17q6EVxgF\n", | |||
|
1990 | "4RUAjIexwTTc5a6EV+NgbHA5hFdbuGDAhzmpd1+lftKglM5pgymMDEqMDY7Fenjl60r1oAgYQ3gF\n", | |||
|
1991 | "AON5yF1fUtTNvpCFYE/ovBrXSXc9YXhprQWEV9c75a65hFcpd14lMTao9MKrmDqvYhwbjCW8iuk1\n", | |||
|
1992 | "RcR4EwgAI2mr8qykRyXtl/SiwOVg9wivRtRW5QV1N677lH4IsRc+vDq18Fl5yWXv1cZpg0GrGBbh\n", | |||
|
1993 | "lS2+/pg6rxgb7B/hFUZFeAUA42J0MH6EV+NjdHBndF5dL5fwis6reKQSXsXceRVTeGX9dSa8wqgI\n", | |||
|
1994 | "rwBgXJw4GD8fXj0atIq8cOLgzo65K+HVJh9eHVv4rPjlEF6lsrA9lfAqxoXtjA32j/AKoyK8AoBx\n", | |||
|
1995 | "ceJg/Oi8Gh8nDu6Mzqvr0XmVjo0xtaJu1oJWsjephFfnJF2VdDiiHZ6MDfaP8AqjIrwCgHExNhgx\n", | |||
|
1996 | "d9NEeDU+xgZ3Rnh1vdzCq2RPG2yr8pK6E83WZPdGfhlJhFfuNE/rI23bxTg2SHgFbEF4BQDjYmww\n", | |||
|
1997 | "bjdJWpf0fFuVUd98RIaxwZ0RXl0vt/Aq5c4rKY29V0mEV05so4OMDfaP8AqjIrwCgHExNhi3u9yV\n", | |||
|
1998 | "rqtx+c4rxgZnKOpmv7ob+qtKP8BYRS7hVQ6nDUpphVcpdMn5DibzJw66rmnGBvtHeIVREV4BwLg+\n", | |||
|
1999 | "JumipDuLurH6ZgTzMTIYBp1Xi/mF5KfaqrwStBJbcgmv6LyKB51XYRxWN3J6vq3Ky6GLWYH10UzC\n", | |||
|
2000 | "K4yK8AoARuTeNH3YPbw3YCnYHcKrMFjYvhgjg7MRXqVlY2l70Cr2JqXwKprOK8U5MijZ77xad9ez\n", | |||
|
2001 | "QatANgivAGB8jA7Gi/AqDBa2L0Z4NdspdyW8SgOdV7ZY7wraKsaRQcl+eEXnFUZFeAUA4/NL2zlx\n", | |||
|
2002 | "MD4+vHo0aBX5YWxwMcKr2XLrvEphj9IihFe2xDQ2GONJgxLhFXANwisAGB+dV/Gi8yqSsiF5AAAg\n", | |||
|
2003 | "AElEQVQMxgYX8+HVqYXPyk/y4ZVbRO3DHMIr+1IKrxgbHB7hFbAF4RUAjI/wKl6EV2FsdF65m3Vc\n", | |||
|
2004 | "i86r2ZIPr9TdlK9JOtNW5aXQxQyM8MoWxgaHZ/01JrzCqAivAGB8jA3Gi/AqgLYqz6hbCHtQdt/E\n", | |||
|
2005 | "h+RPGyS8ulYO4VUu+66kzcCH8MoGxgaHR+cVsAXhFQCMb6Pzii6S6NzlroRX42N0cD46r2Z7XtJl\n", | |||
|
2006 | "SetF3RwIXcxAcgqvfOdVDGNq86QUXjE2ODzCK2ALwisAGN9JdW/Cb5J0InAtWFJRN/sk3e4ePh6y\n", | |||
|
2007 | "lkxx4uB8hFcztFV5VZuhTqrdVzmGV3Re2RBT51WsY4OEV8AWhFcAMDJ3Q8XoYHxuV/d188m2Ki+G\n", | |||
|
2008 | "LiZDnDg4H+HVfKmPDuZy0qBEeGVNjJ1XhFc9cZMDvq6zIWtBPgivACAMlrbHx++7ejRoFflibHA+\n", | |||
|
2009 | "wqv5Ug+vfJBD55VxRd3coHjH12axvkx8q1hfd7PhlaTD7nq+rcrLQStBNgivACAMwqv4sKw9LMYG\n", | |||
|
2010 | "5yO8ms+HV8cWPitejA3GY2N0ra3KK0Er6Qdjg8OzHBCuu2tsgSAiRngFAGEwNhgfwquwGBucj/Bq\n", | |||
|
2011 | "vtQ7r3IKr3xYEsOY2iwpjQxKjA2OwY/jHTF4wA8jgxgd4RUAhEHnVXwIr8JibHA+wqv5CK/SEXvn\n", | |||
|
2012 | "VWrhVUydV1GODboOvXPu4eFFzw2AZe0YHeEVAIThwys6r+JBeBUWY4MzuFMwfTDzzKLnZorwKh2E\n", | |||
|
2013 | "V7bE1HkV69igZHfvFeEVRkd4BQBhPOSuL3E3n7CP8CosxgZn86HMsyzNnSmX8IrTBu1LNbyKqfOK\n", | |||
|
2014 | "8Ko/hFcYHeEVAATQVuUZdSHIAUl3By4Hy7nLXQmvwvCdV4wNXouRwcVSD69yOm1wY+eVwf0/y0gt\n", | |||
|
2015 | "vGJscByEV4BDeAUA4TA6GBc6r8Ki82o2f4oe4dVsqYdX2YwNus7Cs5LWFEdgsl1q4RVjg+Ow2uFG\n", | |||
|
2016 | "eIXREV4BQDj+xEGWtsfBh1ePBq0iX4RXs9F5tRjhVVr86GAMgcl2qYZXN0bQCcfYYP8IrzA6wisA\n", | |||
|
2017 | "CIcTByNR1M0RdTeJFySdClxOrp6TdFHdjZK1U5dCIrxajPAqLTHvvUoqvGqr8pKk8+ruJw8FLmcn\n", | |||
|
2018 | "jA32j/AKoyO8AoBwfOcVY4P23eGuH2+r8mrQSjLlXne6r65HeLUY4VVaCK9siWV0MOaxQcIrwCG8\n", | |||
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2019 | "AoBw6LyKB/uubCC8uh7h1WK+UzL18CqH0wYlwitrYlnazthg/wivMDrCKwAIh/AqHoRXNnDi4PUI\n", | |||
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2020 | "rxZLvfMqp9MGpc2whPDKhlg6r2IeG7S6sH3dXWN8TREpwisACOdhSZck3VXUzfpOT0ZQhFc20Hl1\n", | |||
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2021 | "PcKrxZINr4q6OSjpsCR/Cl8OWNhui9VgZYNbJs/YYP98Pbl87oEBhFcAEIg79vvD7uG9AUvBzu5y\n", | |||
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2022 | "V8KrsAivrkd4tdjz6sKd9aJuDoQupmcbXVcZ7eJjbNCWGMYGD0tak3Teve+KjfXwis4rjIbwCgDC\n", | |||
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2023 | "YnQwDnRe2cDY4PUIrxZwoY4fqUut+yq3Ze0S4ZU1MYwNxjwyKBFeARsIrwAgLE4cjIMPrx4NWgXo\n", | |||
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2024 | "vLqeD69OLXxW3lIdHSS8ikvK4ZXlzquYRwYlwitgA+EVAIRF51Uc6LyygfDqenRe7SzV8MoHOLmc\n", | |||
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2025 | "NCgRXlnj/ywxdF4RXvWL8AqjI7wCgLAIr+JAeGUDY4PXO+auhFfzpRpe5dh5FUNYMk+K4VUMnVex\n", | |||
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2026 | "jw1afY0JrzA6wisACIuxQePcSUU+vHosZC2g82qrom5u0GZ4xdjgfIRX6aDzypYYFrYzNjgMwiuM\n", | |||
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2027 | "jvAKAMLa6LxyIQnsOS7pgKRn2qrkSOiwCK+udZO693Kn26q8GLoYwwiv0kF4ZUtMC9sJr/pFeIXR\n", | |||
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2028 | "EV4BQFhPqXsje7M2d9fAFkYG7WBs8Frsu1oO4VU6ogyv3DenfMATa4gyi9WRtq1iHxskvAIcwisA\n", | |||
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2029 | "CMgd487ooG2EV3acknRF0i1F3ewPXYwBhFfLIbxKR5ThlaRDkvZJOp9YlyRjg8OzGl6tuyvhFUZD\n", | |||
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2030 | "eAUA4bG03ba73PXRoFVAbVVekXTSPTwRshYjCK+Wk2p4leNpgz4siS28SnFkUGJscAxWu9t8mMY6\n", | |||
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2031 | "BYyG8AoAwiO8so3OK1v83itGBwmvlpVqeJVz55XlsGSWVMOrGDqvGBscBmODGB3hFQCEx9igbYRX\n", | |||
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2032 | "trC0fRPh1XIIr9IR69hgquEVnVfDMxdeuZNu/dggnVcYDeEVAIRH55VthFe2+KXthFeEV8sivEqH\n", | |||
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2033 | "D3+ORnZCb+rhVQydV4RX/TnsrufcOD8wCsIrAAjPd14RXtlEeGULY4ObfHh1KmgV9hFeJaKtysvq\n", | |||
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2034 | "bubXZDsw2S7V8CqmscFYwyvf2XTEUGDLyCCCILwCgPAectd7i7rZF7IQzER4ZQtjg5vovFoO4VVa\n", | |||
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2035 | "YhwdTDW8YmxwYG1VXpJ0Qd19+8HA5XiEVwiC8AoAAmur8oykxyQdkPTCwOXgeoRXtjA2uOmYuxJe\n", | |||
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2036 | "LZZqeJXjaYPSltHBoFWsJvXwis6rYVl7nQmvEAThFQDYwNJ2g4q6OaBuPO2KNkMThMXY4CY6r5aT\n", | |||
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2037 | "anhF51U8Ug2vGBsch7W9V4RXCILwCgBsYGm7TXe462Nu1wrCY2xwE+HVck6rC6CPuEA6em73jQ+v\n", | |||
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2038 | "cuu8Iryy45ykq5IOG157QHjVP8IrBEF4BQA2EF7ZxMigPYwNbiK8WkJblVeVXvfVjeqWlp9xO3Fy\n", | |||
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2039 | "QnhlhPu3Zb37ivCqf4RXCILwCgBsYGzQJsIrexgb3ER4tbzUwqtcRwYlwitrrC9tJ7zq37q7El5h\n", | |||
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2040 | "VIRXAGADnVc2EV7Zw9igNsbGCK+WR3iVDh8AEV7ZYG2Z+Ha+rphfe2vhla/jbNAqkB3CKwCwgfDK\n", | |||
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2041 | "JsIre06664mibnJ+H3NU0j51Y2MXQhcTgdTCq1xPGpQ2/8xWO31mSTm8sj426F/7mDuvrAWEjA0i\n", | |||
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2042 | "iJzf9AGAJQ9LuiTphUXdrO/0ZIyG8MqYtiovqgsibpB0LHA5IdF1tZrUwqucO68YG7SFscHhWe28\n", | |||
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2043 | "IrzCqAivAMAAt3D3I+7hPSFrwTUIr2xidJDwalWEV+kgvLLFWlfQhqJu9ks6qO5ExHOBy9kLwitA\n", | |||
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2044 | "hFcAYAmjg/b48OrRoFVgO3/iYM5L2314dSpoFfEgvEoH4ZUt/s9ksfNqo+vKnYwYK8IrQIRXAGAJ\n", | |||
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2045 | "Jw7ac5e70nllC51XdF6tivAqHSxst8Vs55XSGBmUCK8ASYRXAGAJnVeGuNPcGBu0ifBqc98X4dVy\n", | |||
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2046 | "UguvfHCTY3jFwnZbLC9sTyW8shYQEl4hCMIrALCD8MqWo+reoJ1RmjccMWNskM6rVaUWXvnOq5xP\n", | |||
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2047 | "G6TzygbLC9tTCa/ovAJEeAUAljA2aMtG11XkuzJSROcV4dWqUg2vcu68IryywVpX0FaEV8MgvEIQ\n", | |||
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2048 | "hFcAYAedV7YwMmiX77wivCK8WhbhVTqiCq+Kujkg6ZCky5LOBy5nCIwNDo/wChDhFQBY8qS6N4G3\n", | |||
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2049 | "FHVzfKcnY3CEV3b5zivGBgmvlkV4lY6owittBiinE+3iZWxweNbCq3V3JbzCqAivAMAI96bWd18x\n", | |||
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2050 | "Ohge4ZVdjA0SXq2K8CodvtPHYlgyS8ojg1IcnVexv/bWwitfx9mgVSA7hFcAYAujg3b48OrRoFVg\n", | |||
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2051 | "FsYGCa9WdcpdUwmvcj5tcCO8cqfCWpd6eGW588rXFHvnlbW9YowNIgjCKwCwxS9tJ7wKj84ruxgb\n", | |||
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2052 | "JLxaVaqdV9mdNthW5WV1N81rsnMzv0gu4ZXF/xeMDQ6D8ApBEF4BgC2MDdpxl7sSXtmzMTYYSefF\n", | |||
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2053 | "EAivVvO8uoXZR4q6ORi6mB7kPDYoxbX3KvXwKoaxQcKrfhFeIQjCKwCwhbFBO17orowNGtNW5Tl1\n", | |||
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2054 | "NyMHZHNUZVAusPPh1alFz0XH7RRMqfuK8KpDeBWe5bFBwqthEF4hCMIrALCFsUE7fOcV4ZVNOY8O\n", | |||
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2055 | "HlEX3J1vq5KFuctLYu+V6xw7rK6TLNf//z4IIrwKj7HB4RFeASK8AgBrHnLXe4u64XN0IEXd7Jd0\n", | |||
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2056 | "u6Srkh4PXA5m80vbcwyvjrkrI4Or8Z1XxxY+y76NZe2uoyxHvvPKYrfPdqmHV4wNDs9MQFjUzT5J\n", | |||
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2057 | "h9zDcyFrQX64MQIAQ9qqfF5dWHJQm2NrGN8d6pYBP9ZW5aXQxWCmnE8cZN/V7iTReaW8Txr0GBu0\n", | |||
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2058 | "g7HB4fkOyyMG9jyuu+uZjMNzBEJ4BQD2MDoYHvuu7Mu58+qEu54MWkV8fHgVe+dVticNbkF4ZcdG\n", | |||
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2059 | "V5CBYGW7JMKrtiovSrooaZ+6kfGQGBlEMIRXAGAPJw6Gx74r+wivCK9WlcrC9tyXtUuEV2a47uTz\n", | |||
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2060 | "6u4rDwcuZ7skwivHyt6rjc6roFUgS4RXAGAPJw6GR3hlX84L2wmvdie1zivCK8IrK8zsZNqG8Kp/\n", | |||
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2061 | "/uPnelgEAiK8AgB7GBsMj/DKPjqvCK9WlcrCdsKrzSDI4p6l7XIIr6wubff1pPDaWwuv6LzC6Aiv\n", | |||
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2062 | "AMAexgbD8zuvHglaBRbJObzyC9sJr1aTysJ2wis6r6yxurTd15NC55WV7jbCKwRDeAUA9jA2GB6d\n", | |||
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2063 | "V/blHF7RebU7qYwNctog4ZU1VoKV7Rgb7B/hFYIhvAIAez4q6bKku4u6sbb8NBeEV/b58OrWoFWE\n", | |||
|
2064 | "QXi1O6ktbOe0QcIrK6yOcRJe9Y/wCsEQXgGAMe7kno+4h/eErCVjhFf20XlFeLWqVDqvGBskvLLG\n", | |||
|
2065 | "XOdVUTf7JB2SdFVpLBcnvEL2CK8AwCaWtgfi3vDe6R5+PGQtWGjjtMGibtaCVjI+H149HbSK+LCw\n", | |||
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2066 | "PR0+CCK8ssHiwnZfy5m2Kq8GraQfhFfIHuEVANjE0vZwblf39fHJtiovhC4Gs7VVeV5d98V+bd7M\n", | |||
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2067 | "54LOq91hYXs6fOeVtTG1WXIIrywubE9pZFAivAIIrwDAKJa2h8PIYDxyHR0kvNqdVDqvWNjO2KA1\n", | |||
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2068 | "5sYGlV54ZeU1JrxCMIRXAGATY4PhEF7FI7vwqqgb32l2VZthDJbjX6+bi7qJ+T0wnVeRhFfu79nG\n", | |||
|
2069 | "+FrIWgZmeWwwlfCKzitkL+Yv3ACQMsYGw3mhuxJe2ZddeKXNrqGn26q8ErSSyLjDME6re/9rabxp\n", | |||
|
2070 | "VZw2GEl4pc0b/ecT//fK2ODwrIRX6+5KeIXREV4BgE2MDYbjO68eCVoFlpFjeMXI4N6kMDrod3bl\n", | |||
|
2071 | "3Hm1EZYY76LLYWRQovNqDFbCK//xUzjBEZGx/MkeAHL2hLo3XMeKujkeupjMMDYYD8IrrCqFpe2+\n", | |||
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2072 | "9mzHRtuqvCw7N/OL5BJeWe68SuW1t/L3nbFBBEN4BQAGuWOd6b4Kg/AqHjmHV08HrSJeUXdeFXWz\n", | |||
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2073 | "T5ujcjmPDUpxjA7mFl5Z6rzyr30qnVdWXmPCKwRDeAUAdhFehcHOq3g85a45hld0Xu1O7J1XG8GV\n", | |||
|
2074 | "6z7KGeGVHYwNDo/OK2SP8AoA7OLEwTDovIpHjp1XfoyY8Gp3fHgVZeeVNpe1ZzsyuAXhlR2WxwYJ\n", | |||
|
2075 | "r/pFeIVgCK8AwC5OHBxZUTdrku50Dwmv7MsxvKLzam986BNr51X2+662ILyyw8pI21aEV8NI7XVF\n", | |||
|
2076 | "RAivAMAuxgbHd6ukA5JOtVXJSTr2EV5hVbF3XhFebfKBEOFVeIwNDs+HV6FfY//x6bzC6AivAMAu\n", | |||
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2077 | "xgbHx76ruBBeYVVRL2zXZnj1bNAqbPCdV5ZG1bbLJbxibHB4VrrbUntdERHCKwCw6yF3fWlRN3y+\n", | |||
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2078 | "Hgf7ruLiA5wT7hS2HBBe7U3sC9vpvNrE2KAddF4Nz0p45ccWU3ldERFuhgDAqLYqT0t6QtJBbYYq\n", | |||
|
2079 | "GJZ/nR8JWgWW0lblRXVhxA2Kt5NmVYRXe5NK5xXhFeGVJXReDc9KeMXYIIIhvAIA2xgdHBedV/HJ\n", | |||
|
2080 | "bXTQh1dPB60iXnRepYPwyo5zkq5KOmSoC5bwqmfuUBs6rxAM4RUA2MaJg+Ni51V8cguvjrsrnVe7\n", | |||
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2081 | "E/vC9pvdlfCKhe1mtFV5VfZGB30dqbz2G6cNuhAphMOS1iSdb6vycqAakDHCKwCwjRMHx0XnVXyy\n", | |||
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2082 | "Ca/cDQudV3vD2GA6YljY7oO1VAKURayNDibVeeXCorPqwqP1QGUk9ZoiPoRXAGAbY4PjIryKTzbh\n", | |||
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2083 | "lbob4X2STrdVeSF0MZFibDAdMYwN+tqeW/isNAQfa9vGh2gpBS2hX2P2XSEowisAsI2xwXGxsD0+\n", | |||
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2084 | "OYVXLGvfu1Q6r54NWoUNMYRXfswzh/DKd5fReTWc0N1tKb6miAjhFQDYRufVSNxIFjuv4kN4hVWc\n", | |||
|
2085 | "lXRR3WLpw6GL2QU6rzbFEF7ReRVOikFL6NeYZe0IivAKAGz7qKTLku4u6uZQ6GISd0zSIXUjWTns\n", | |||
|
2086 | "J0mFD69uDVrFOAiv9sgtlo55dJDwalNM4VUOnXJWF7anFLSEDq8YG0RQhFcAYFhblZfUBVhrku4J\n", | |||
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2087 | "XE7q7nbXjwWtAqt6yl1z6LzyJw2yrH1vfPBDeBU3a2Nqs+TYeRX8/0dRN/vUnYwndd2WqbASXqUU\n", | |||
|
2088 | "CCIihFcAYB+jg+PwI4Psu4oLY4NYle+8inHvFeHVppg6r3IKryx0XvnxtjNtVV4JWkm/Qr/GjA0i\n", | |||
|
2089 | "KMIrALCPpe3j8OEVnVdxIbzCqqJc2u728vkF4DmMoe3EdHhV1M0BdaPolyWdC1zOGCyNDabaIRQ6\n", | |||
|
2090 | "vEr1dUUkCK8AwD4fXtF5NSw/NkjnVVwIr7CqWHde3ajuvfuZtiovhi7GgI2xwaJuLN7TbHRduV1r\n", | |||
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2091 | "qTMzNqh0QxYr4RU7rxCExU/0AIBrMTY4Djqv4vS0pKuSjhd1sz90MQMjvOpHlJ1XYmTwGm4cLPTN\n", | |||
|
2092 | "/CK+Sy6HkUGJzqsxhP77ztgggiK8AgD7GBscBzuvItRW5WVthjknFj03AYRX/Yi188rXy8jgJh+Y\n", | |||
|
2093 | "WBwdzGnflWSz8yq1k4NDh1ephoKIBOEVANjH2OA4GBuMVy6jg4RX/Yh1YTudV9ezvPfK15RL2Bg6\n", | |||
|
2094 | "WNnKB2iphSyhX2PGBhEU4RUA2Pe4ujcKx4u6ie1mKyaMDcYrl/DquLs+HbSK+DE2mA4fDFkOr3Lp\n", | |||
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2095 | "vGJscHhWwqvUXldEgvAKAIxzi17pvhpQUTf7JN3pHj4ashbsSi7hFZ1X/Yh9bJDwapMPr25e+Kww\n", | |||
|
2096 | "cguvLI4NphayhA6v2HmFoAivACAOhFfDeoGkfZKeaKvyQuhisDLCK6wi1s4rH9AQXm0ivLIjdLCy\n", | |||
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2097 | "FeHVMFJ9XREJwisAiAMnDg6LZe1xSz68KupmXdK6pAti38he0XmVDsvhVa6nDdJ5NRwr4RVfgxAE\n", | |||
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2098 | "4RUAxIETB4fFsva4+fDq9qBVDMvvuzrpRomxeyxsT4fl8IrOq3BSDa9C7xVjbBBBEV4BQBwYGxwW\n", | |||
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2099 | "y9rjlkN4xchgf3z4E2vnVS6n1y2D8MqO0MHKVqmGV6EDwlRfV0SC8AoA4sDY4LAYG4zbE+6a7Nig\n", | |||
|
2100 | "tnReBa0iDXRepSOG8CqXsJGF7cML/RozNoigCK8AIA4bnVdF3fC5u39+bJDOqzj58IrOKyzDd8Lc\n", | |||
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2101 | "7E4ajQXh1fViCK9y6bwK3RW0VerhFWODyBI3QAAQgbYqT6u7QT8k6c7A5aSIzqu45RRePR20igS0\n", | |||
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2102 | "VXlZm6HHTYueawzh1fUIr+zYCFaKulkLWgnh1VBSfV0RCcIrAIgHe6+Gw8L2uG2EVwZumoZC51W/\n", | |||
|
2103 | "fAAU0+gg4dX1CK+MaKvykqTz6u4vDwcux4cspxc+Kz6EV8ga4RUAxIMTB4fDwva4PS/pnLobJgsj\n", | |||
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2104 | "K0MgvOqX33sV09J2H9AQXm2yHF75mrIIr5zQ4Yrnd0KlFrIE625zKyv82ODZMT824BFeAUA8WNo+\n", | |||
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2105 | "gKJuDkm6VdIlbXbwICJtVV5V+qODfhn9U0GrSIcPr44vfJYtdF5dz3J4lVXnleM7nUIvbU+yQ8iN\n", | |||
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2106 | "PJ+XtKbxu9v8xzvn6gBGR3gFAPFgbHAYvuvq0bYqrwStBHuRenh1q7sSXvUjqhMHXZcF4dX1CK9s\n", | |||
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2107 | "sdJ5lWR45YR6jVN+TREJwisAiAdjg8NgWXsannTX2xY+K16EV/3yi++jCK/UdT0ckHShrcrzoYsx\n", | |||
|
2108 | "hPDKFt95ZSW8Sm3nlRQ+vDoz8scFNhBeAUA8GBscBuFVGui8wipiGxuk62o2k+GV65Tzo3M5hVc+\n", | |||
|
2109 | "WAk9NuiDQ8Kr/vh9V3ReIRjCKwCIx0clXZH0oqJuDoYuJiH+pEGWtceN8Aqr8J1XhFdxO6duX+Eh\n", | |||
|
2110 | "t7/QihvV7SU6k9l+ICtjgykHh6E7rwivEAzhFQBEoq3Ki+oCrDVJ9wQuJyV0XqUh2fDKdXEQXvUr\n", | |||
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2111 | "trFBwqsZ3GENvvvqpkXPHVmOI4OSgbFB9829g5L8cvPUEF4hW4RXABAXRgf7R+dVGpINr9SNaxyS\n", | |||
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2112 | "dLatSvaN9CO2sUE/Fkd4dT2Lo4O+ltzCKwtjg/5jn3bhZmpCjw3yNQjBEF4BQFw4cbB/dF6lIeXw\n", | |||
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2113 | "iq6r/jE2mA6L4RWdV+GkPDIo0XmFjBFeAUBcOHGwf4RXaUg5vPInKBJe9YexwXQQXtlhqvMqYA1D\n", | |||
|
2114 | "IrxCtgivACAujA32yO0SYmwwDSmHV3Re9S+2sUEfXj278Fl5Iryyw8LC9pRPGpTCdbf5j8fYIIIh\n", | |||
|
2115 | "vAKAuNB51a+b1L0hOyNuCmPnw6vbFj4rToRX/WNsMB2Ww6vcvq4wNji80Duv6LxCMIRXABAX33lF\n", | |||
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2116 | "eNWPja6rRBe75uQZdadL3VzUzaHQxfSM8Kp/jA2mw3J4lWqAMg9jg8ML9RozNojgCK8AIC6Pq3vj\n", | |||
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2117 | "cLyom1g6Bixj31Ui2qq8IulJ9zC17ivCq/6dkXRJ0nokYSfh1XwWw6tcTxv0gRHh1XDYeYVsEV4B\n", | |||
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2118 | "QERcd9AD7uF9IWtJhO+8IrxKQ6p7rwiveuY+l8bUfUV4NZ/F8CrXzisL4VXqr33osUF2XiEYwisA\n", | |||
|
2119 | "iA/hVX98ePVw0CrQl9TDqycXPgurimnvlQ9mCK+uR3hlh//z3rTwWcOi82oYdF4hOMIrAIgP4VV/\n", | |||
|
2120 | "XuSuhFdpSD28ovOqXzGdOEjn1XyEV3YQXg2P8ArZIrwCgPgQXvWH8CotqYZXfocX4VW/GBtMA+GV\n", | |||
|
2121 | "HRbCK/+xCa/6xdgggiO8AoD4EF71h/AqLT68YmE7lhHT2KAPr55d+Kw8EV7ZYSG88p1Xqb72dF4h\n", | |||
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2122 | "W4RXABAfwqv+EF6lJdXOK8KrYTA2mAbL4VVuYaOl8IrOq34RXiE4wisAiM9H1B3xfndRN4dDFxOr\n", | |||
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2123 | "om4OSXqBpMuSHgtcDvqRXHhV1M0BdTflV0Rw0bcoxgaLujko6bC6z1WM7FzPYnjla0m1+2eeM+o+\n", | |||
|
2124 | "V60XdbM/UA2MDQ6D8ArBEV4BQGTaqrwk6cOS1iS9NHA5MXuhuz7SVuXloJWgL/40vmTCK0kn3PVk\n", | |||
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2125 | "W5VXglaSnlg6rza6rtqqvBq0EpsshldZjg26v58+NDq66LkDYmxwGOy8QnCEVwAQJ0YH946RwfQk\n", | |||
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2126 | "13klRgaHFMvOKx/K0Hk3G+GVLaFHBxkbHAadVwiO8AoA4kR4tXeEV+khvMIqohgbFPuudvK8pKuS\n", | |||
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2127 | "bizqZl/oYhzCq3DhVTZjg0XdrI34cQmvEBzhFQDEifBq7wiv0uMDnhOGbmL3yodXTy58FnYjlrFB\n", | |||
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2128 | "H66dWvisTLlx2tCByQa3o+yguh1l5wKXE0Lo/xdJjw22VXlR0kVJ+9T9PRtcUTc3SFp3D8+O8TGB\n", | |||
|
2129 | "WQivACBOhFd7R3iVGLcP7qS6fXC37vD0WNB5NZxYOq98uEZ4NZ+l0cGNrqtMd5RZCa9S7bySxh8d\n", | |||
|
2130 | "3Aiu2L2IkAivACBOhFd758OrjwWtAn3zo4O3Ba2iP/7PQXjVv1h2Xvlw7emFz8qbpfDK1/Dswmel\n", | |||
|
2131 | "K1h45cbocgiv/J9trPCKkUGYQHgFAHF60F1fmtB41NjovEpTanuv6LwaDmOD6bAUXuW870oK23l1\n", | |||
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2133 | "bHBnhFd2hAyvcui6ksYfGzzirmdG+njATJa/UAMAFmN0cJeKutkv6U51J1Q9Grgc9IvwCktpq/Ky\n", | |||
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2134 | "ugBrTZsn+lnE2ODOCK/sILwa3tjhFZ1XMGF/iA86mUxKSd8v6b+QdEnSf5T0PdPp9H1L/vqHJL1k\n", | |||
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2135 | "zk//4+l0+pN91AkAxj0g6TPVhVe/HbiW2Nyp7hs4H098tCBH/lQ+wiss45S64Oq47IZDdF7tjPDK\n", | |||
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2136 | "jpDhVS6vPeEVsjR659VkMvnvJP2munGXr5H0zerGXn5nMpl86pK/zVVJ/0bS58747109lgsAltF5\n", | |||
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2137 | "tXuMDKaLziusIoYTB+m82hnhlR10Xg2PsUFkadTOq8lksi7pLZLeMZ1OX7Xlx98l6T2S3izp05b8\n", | |||
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2138 | "7R6eTqe/03+VABANwqvdI7xKV6rh1ZMLn4XdiuHEQRa274zwyg7Cq+HReYUsjd159XclvUDS92z9\n", | |||
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2139 | "wel0ekXS6yV9ymQyKUauCQBiRXi1e4RX6UomvHLHvvvw6mTIWhIWw4mDjA3uzFJ45WsgvBqf/5iE\n", | |||
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2140 | "V/0ivIIJY4dXnyvpz6bT6Udm/NzvqfvC8zlL/l5rfRUFAJHaCK/cTS6WR3iVLh9e3Ra0in7cImmf\n", | |||
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2141 | "pOfYzTYYxgbTYCm88gHKswuflS4LnVepB4ehxgYJrxDU2AvbXybp/bN+YjqdXp5MJh/Sch0Ea5Je\n", | |||
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2142 | "MZlMXqnuzelHJP1rST82nU55cwcgF0+qe4N2i6QTYifOKgiv0uXDqxcEraIf7LsaHmODabAYXqUe\n", | |||
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2143 | "oMxjIbyi86pf/uOw8wpBjd15dUKLv/Ce0nLfKX1S0jskfYOkL1O3L+v7Jf3qZDKh+wBAFtqqvKrN\n", | |||
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2144 | "7quXhawlQoRX6XrcXW8v6mb0g2l6Rng1PNNjg0XdHJK0ru50bm4c5yO8soPwaniMDSJLY3deHZV0\n", | |||
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2145 | "dsHPn9VyX3Q+fTqdXtry+Ncnk8mfqFv4/g8kvW3XFQJAXD4k6ZPVda3+QeBaYkJ4lai2Ki8UdXNK\n", | |||
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2146 | "XbfKccUd/BBeDc/62ODGyKD7hgVmI7yyw8LOq9Rfe8IrZGlP4dVkMvlOST+2xJVVU8sAACAASURB\n", | |||
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2147 | "VFPfO51OS3WfSNYXPO+IlniDti248j/2lslk8i2SXiXCKwD5+JC70nm1JNeNc7d7+LGQtWAwj6u7\n", | |||
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2148 | "6X+B4g5+CK+GZ31skJHB5RBe2UHn1fBC7byi+xNB7bXz6l9J+ndLPM//RT+pxW8ObpH0gT3U839J\n", | |||
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2149 | "muzh1wNAbHx4dX/QKuLyAnVf/55sq/Jc6GIwiMckvVzSHZL+PHAte0F4NTwfClntvOKkweUQXtlB\n", | |||
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2150 | "eDU8Oq+QpT2FV9Pp9GmtdvLJA5I+Y9ZPTCaTG9R1DvzyHkq6oG4nAADk4oPuSufV8hgZTJ/fexX7\n", | |||
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2151 | "0nbCq+HF0nnFSYOLWQqvfA1ZhldtVZ4v6uaipANF3Rxqq/L8iB8+l+CQ8ApZGnuR6Xsl/bXJZPKS\n", | |||
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2152 | "GT/3Weo+2b930W8wmUzWJpPJvBMJP0vSn+2lQACIDGODqyO8Sl9q4dWTQatIm/Xwis6r5fiw4uai\n", | |||
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2153 | "bkIf3uQDlGcXPittvvNp7O6rXDqv/J9v7LFBwisENXZ49avqjrD+4a0/6LquXi/pT6bTabv1xyeT\n", | |||
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2154 | "yR3bfo9flPT7k8nkzm2/x1eq6+r6XweoGwCselTdYRe3FXVjdezFGsKr9D3mrtvfQ8TGn8BM59Vw\n", | |||
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2155 | "rI8N0nm1hLYq/WmMaxrvhn6eXLp/Fgk1OphLeBWq84qdVwhq1PBqOp2elfQNkr5yMpm8fTKZvGIy\n", | |||
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2156 | "mbxS0rslFe7ntnqTpI9NJpOto4Y/LumwugDr6yeTyRdOJpM3SPoFST83nU7/9+H/JABggzt9iu6r\n", | |||
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2157 | "1RBepS+1zivCq+FsdF4Z6NiZhYXtyws+OugOBMklQFkkVHiVS3Dow6ujC5/VH8YGYcLYnVeaTqf/\n", | |||
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2158 | "VtIXqTvp6a2SfkbSZUmfM51O/3Db0x9W96bimS2//o/UdVi1kn5I0q9I+mxJ3zCdTl8z+B8AAOxh\n", | |||
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2159 | "79VqfHjFSYPp8uFV7J1XhFcDc/t4zko6oM3RGEsYG1xe8PBKm+HJ6bYqLwesIzQ6r4YV6rRBwisE\n", | |||
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2160 | "tdfTBndlOp2+R9J7lnjeD6kLqLb/+H+W9BUDlAYAMaLzajUvdlc6r9LlxwZj77xibHAcpyStq+ty\n", | |||
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2161 | "snZzxtjg8iyEV7e46zMLn5U+wqthMTaILI3eeQUA6B3h1Wp8ePXhoFVgSNGPDboRttvdwydC1pIB\n", | |||
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2162 | "y0vbGRtcHuGVHaHDq1zGBjltEFkhvAKA+BFeLamom31i51UOUhgbPCrpkKSzbVVywzAsy+EVY4PL\n", | |||
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2163 | "8+HV2IHJVoRXndHDKxf4+/Aq6c+ZbVVekHRJ0v6ibg6O8CEJr2AC4RUAxM/vvLo/aBVxuEPdbpsn\n", | |||
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2164 | "2qo8G7oYDOYZSRckHS3qxuIeo2XQdTUeyycOMja4PDqv7AjRebWu7t72nDt9MnWjdF+5QwgOu4e8\n", | |||
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2165 | "b0JQhFcAEL9HJJ2T9IKibkK+aY/BS9z1I0GrwKDcKZy+++r2Rc81jPBqPHRepcFSePXswmelL0R4\n", | |||
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2166 | "lcvIoDfW6KD/BtAZ97UVCIbwCgAi11blFUkPuIf3hawlAoRX+Yh9dJDwajw+vLLceUV4tTMfGN2y\n", | |||
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2167 | "8FnDovOqEyK82jjpccSPGZL/cx5d+Ky9Y2QQZhBeAUAa2Hu1HMKrfMR+4iDh1Xh8MGSq88rt8CG8\n", | |||
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2168 | "Wp4PjAivwgvZeZVLeDXWa+x//1w62mAY4RUApMHvvSK8WozwKh+xnzhIeDUeq2ODRyXtUzeucyF0\n", | |||
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2169 | "MRHwgVHIDjrCqw7h1fDGeo1ze11hGOEVAKTBd16xtH0xwqt8+M4rxgaxE6vhFV1Xq/GvE51X4YUc\n", | |||
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2170 | "G8ylQ4jOK2SH8AoA0sDY4HIIr/JB5xWW9ZS73hq0iutx0uBqLJwaSXjVofNqeIRXyA7hFQCkgfBq\n", | |||
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2171 | "OYRX+WBhO5Z10l1PBK3iepw0uBrCKzsIr4bH2CCyQ3gFAGn4qKTzku4q6mboY5Oj5F6XWyVd0Gaw\n", | |||
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2172 | "gXSxsB3LovMqDYRXdjA2ODw6r5AdwisASEBblVckPege0n0124vd9aPu9ULaGBvEsqx2XrHzajXs\n", | |||
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2173 | "vLKDzqvhjd15RXiF4AivACAdjA4uxshgXhgbxLI2wquibiy9N2ZscDUbpw0WdbMWqAbCqw7h1fD8\n", | |||
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2174 | "n3OszqtcXlcYZukLNABgbwivFiO8yosPfW4r6mZf0EpWVNTNuqQbJV2U9GzgcpLXVuUlda/zDZJu\n", | |||
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2175 | "DlzOVowNrqCtynPqxucPSjocqAz/94fwqnN0xCAxtw4hxgaRHcIrAEjHB9315UGrsIvwKiNtVV5U\n", | |||
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2176 | "11Fzg+yNg+1ko+uqrcqrQSvJh+++srT3is6r1QXbe+VCGh9eZR06u0D4nLrPv+sjfdjcOoRY2I7s\n", | |||
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2177 | "EF4BQDo+4K73B63CLsKr/MQ6OsjI4Pj80nZLQSc7r1YXcmn7UXX3VmdceJ67sUcHcwtZNrrbBv44\n", | |||
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2178 | "dF7BDMIrAEiH77wivJqN8Co/sZ44SHg1PoudV4wNri7k0nb2XV0rVHiVS8jC2CCyQ3gFAOl4WF2b\n", | |||
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2179 | "/p1F3Vja22KFP22Q8CofsZ44SHg1PoudV4wNrm5jaXuAj014da2xwyvGBoeRW0cbDCO8AoBEtFV5\n", | |||
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2180 | "RXRfzeROEPPh1UdD1oJRMTaIZVnuvCK8Wl7IsUHCq2sxNjgsOq+QHcIrAEiL33vF0vZr3S7pkKSn\n", | |||
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2181 | "2qp8PnQxGA1jg1iWxc4rxgZXR3hlB2ODwyK8QnYIrwAgLYRXs7HvKk+MDWJZFjuvGBtcHeGVHYwN\n", | |||
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2182 | "DouxQWSH8AoA0kJ4NRvhVZ4YG8SyTHVeFXWzX91N6VVJzwYuJyYsbLeDscFhnZV0RdJh9/liKHRe\n", | |||
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2183 | "wQzCKwBIC+HVbIRXeWJsEMuy1nm1EYS4fYZYDgvb7RgtvHJ7LW90D7NYDdBW5VVtBnWDvMZF3awp\n", | |||
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2184 | "v442GEZ4BQBp2Qiv3JsOdAiv8kTnFZZlqvNKLGvfLcYG7Riz8+qIuz6fWdg79Gt8UNJ+SRfbqjw/\n", | |||
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2185 | "0McAlkZ4BQBpeUrdm/ebFV+3yZAIr/LEzissy1rnFcvad4fwyo4xw6tcu4OGfo0ZGYQphFcAkBDX\n", | |||
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2186 | "Rs7o4PUIr/L0nKRzko4UdXPjTk+2oKibg+pugi+L4GJM1jqvWNa+O4RXdowZXuW278rzr/HRhc/a\n", | |||
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2187 | "vVxDQRhFeAUA6SG8uh7hVYZcmBvb6OBt7vpUZuMvoW2EHkXd7AtaSYexwd1hYbsddF4Nb+jX2Idi\n", | |||
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2188 | "dF7BBMIrAEiPD6/uD1qFEUXdHFY3NnZR0scDl4Px+aXtsYRXjAwG0FblZXXBx5rCdO1sx9jg7rCw\n", | |||
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2189 | "3Y4xw6tcX3vGBpEVwisASA+dV9e6x10fppMlS4RXWJYfHbSw94qxwd2xMDb4bICPbdGY4dXN7kp4\n", | |||
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2190 | "1a9cxzFhFOEVAKSH8Opa97rrX4YsAsE86q53Ba1ieYRX4fil7Rb2XjE2uDtnJF2StF7UzaGRP3au\n", | |||
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2191 | "3T/z0Hk1PB8q0XmFLBBeAUB6PuiuLzOyuyW0l7or4VWe/KjonUGrWB7hVTiWOq98gMbY4ArcnrtQ\n", | |||
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2192 | "e69yDVDmIbwa3lhjg3RewQTCKwBITFuVpyU9IumQpBcHLscCH149FLIIBEPnFZZlqfPKB2hPLXwW\n", | |||
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2193 | "Zhk9vCrqZk35jq7NEyK8ym1kk4XtyArhFQCkidHBTfe6K51XeaLzCsuy1HlFeLV7IfZeHZG0T9K5\n", | |||
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2194 | "tiovjPhxLWPn1fBY2I6sEF4BQJr86CDhFZ1XuaPzCsui8yoNIU4czHVsbZHn3fXGEVYY5Pr6MzaI\n", | |||
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2195 | "rBBeAUCa6LzadK+70nmVJx9e0XmFndB5lYYQnVe5hidzudN9/Rjf0N1XjA0Og7FBmEJ4BQBpIryS\n", | |||
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2196 | "VNTNUXVhwHltjo8hL4+5651F3cTwvofwKhw6r9JAeGXHWF1wuY8NHl34rN1jbBCmxPAmDgCwOsKr\n", | |||
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2197 | "zj3u+mH3XWBkpq3Kc+pObNsvGx01OyG8CsdE51VRN+uS1iVdFOM6uxHitEHCq9nG+n+R6+vP2CCy\n", | |||
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2198 | "QngFAGl6UNJlSfcWdXM4dDEB+X1XjAzmLYql7W4vjO/6oeNmfFY6rzb+DrRVeTVoJXGi88oO/3oQ\n", | |||
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2199 | "Xg2DsUFkhfAKABLkTjt6QNKapPsDlxMSy9ohxbO0/VZ1/2ZPtlV5KXQxGfKBYejwipHBvWFhux1j\n", | |||
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2200 | "BYm57rzyHVGcNogsEF4BQLre766fFLSKsO51Vzqv8hZF55UYGQzNd16FHi8lvNobOq/sGKvzKved\n", | |||
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2201 | "V4wNIguEVwCQLsIrOq/QiaXz6gXuSngVxjOSrki6uaibAwHr8OHVyYXPwjyEV3YM3gXnDuLItUOI\n", | |||
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2202 | "sUFkhfAKANJFeEXnFTqxdF75+h5d+CwMwh3q8LR7eDxgKXRe7Q0L2+0Y4//FTerGrU+3VXl5wI9j\n", | |||
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2203 | "0Tl1+00PFnVzcIDfn84rmEJ4BQDpIrxiYTs6sXRe+fDqsaBV5M3C0nbCq72h88qOMfaP5ToyKHeg\n", | |||
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2204 | "w5DdV7l2tMEowisASNdfuOsnubb6rBR1c0zdG+Yzkp4MXA7Ciq3z6uMLn4Uh+cAo5N4rwqu9YWG7\n", | |||
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2205 | "HWN0XuX+2g8SXrnR6UPqRqnP9vl7A7uV3c0MAOSircqTkh6XdETS3YHLCeFed/1LjpvPXiydV3e4\n", | |||
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2206 | "K+FVOHRexY/OKzvGCBJzf+2H6rzy+65O8x4KVhBeAUDach4dZFk7PDqvsCw6r+J3Wl23yNGibvaP\n", | |||
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2207 | "9DFzD1DmGbPz6v9v787DJLvreo+/JzOTmUkmM9kzQZIMSYAQEUEoWRKvuScqiwsu8FMuj3IRVJTF\n", | |||
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2208 | "BUrUiwpcLsst8MplUbZrQFE5EGQNCKQMyF6sMWxJTCY72UkmyyyZmfvH+Z3uyaS7upazVZ3363ny\n", | |||
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2209 | "nFT3qVO/p7unu+pT3+/3d3uJj9FkZYdXtgyqMQyvJGm+tTm82hqPzrvSrcBOsl3kDql7MUMYXtWv\n", | |||
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2210 | "CZVX+WMbXk0gDt7PQ6RNw84tkOHV0vKvR5nhVWtnXkX5MPWNQ88an/Ou1DiGV5I039ocXll5JWBh\n", | |||
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2211 | "qO0sVF8ZXtXPyqv5UHXroOHV0qr4PrT9a19W5ZU7DapxDK8kab61ObzaGo9WXgkWA6FGzr3q9Pqr\n", | |||
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2212 | "gWPizRvqXEvLNaHyyvBqepUNbe/0+qswQFlOFZVXtg1mbBvU3DO8kqT51ubwKq+8MrwSLA5tb2rl\n", | |||
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2213 | "1dFkz8tuHnST3XUvpsVqrbyKO8PmwdmtdaxhTlRZebUBWAPsHHSTnRU83ixxYHv5rLxSaxheSdJ8\n", | |||
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2214 | "uxLYAdyv0+tXNfujdvGd8K3x5rb6VqIGaXTlFbYMNkXdlVebyZ6fbx90k101rWEeVBletT08GeZu\n", | |||
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2215 | "YDewrtPrry/pMdo+86rs8MrKKzWG4ZUkzbFBN9kDXBxvPrjOtVTsKLKS99sG3cTqBcFi5ZXhlYap\n", | |||
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2216 | "e+aVLYPFqGKXu5zh1TLivMGyWwfb/vW3bVCtYXglSfOvja2DDmvXgZo+sN3wqhnqrrwyvCpGlZVX\n", | |||
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2217 | "ba/8WUnZQaIzrzK2DWruGV5J0vxrY3i1NR6dd6XcrFReXV/rKpSHRkfX9PiGV8WwbbA5yp571fbw\n", | |||
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2218 | "0LZBtYbhlSTNvzaGVyfHo+GVclZeaRTbgV3AIZ1e/5AaHt/wqhiV7TaIlT8rqaryyvCqWLYNqnEM\n", | |||
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2219 | "ryRp/rUxvDo1Hi+tdRVqkqZXXh0Xj4ZXNYozem6MN4+pYQl5u6Lh1XSqrLw6Ih5vGXpWe5UdJLY9\n", | |||
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2220 | "PMzb+mwb1NwzvJKk+ZcPbH9gp9dfU+tKqmN4pQPdEI/Hdnr91bWuZGlWXjXHws9KDY9t5VUxqhzY\n", | |||
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2221 | "nn/PDK+WZuVVufLKqI1DzxqfbYNqHMMrSZpzg25yJ3AlsJbFQebzzvBK9zLoJruAm8ie+9RRUbMS\n", | |||
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2222 | "w6vmqLPyyiCkGFVWXuXVcn7PllbaboOdXn8Vzrwqu23Qyis1huGVJLVD3jp4eq2rqECn198A3B+4\n", | |||
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2223 | "hyy0k3J562AT514ZXjWHlVezr47wyu/Z0spsG1xP9sbczkE32VnC9WeBA9vVGoZXktQO34rHuQ+v\n", | |||
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2224 | "2G9Y+6Cb3FPrStQ0eTDUqLlXnV5/HdncnD34ArgJmlB55c/BdPLw6oihZxXDyqvhymwbbPu8KzC8\n", | |||
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2225 | "UosYXklSO+Th1Q/Xuopq2DKo5TS18iqv8Llh0E321roSgZVX8yD/+h019KxiGF4NV2blVdtbBmG/\n", | |||
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2226 | "8Cq2URbFtkE1juGVJLXDt+PR8Ept1sjKK2wZbBorr2bfHcBu4NBOr7++5MdyTtlwVVRetTa8iu2S\n", | |||
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2227 | "u4E1wLoCL23llRrH8EqS2iEPr05r6E5rRTK80nLyyivDKw1j5dWMG3STfVRXfWXl1XBlVl7ZNpgp\n", | |||
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2228 | "o3Uwr7wyvFJjGF5JUgsMusltwNVkw01PXuH0WWd4peVcE48/VOsq7svwqllqqbyKs88OJdtsou0v\n", | |||
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2229 | "xotQdXhl4Lg0K6/Kl7f2FRJedXr9g8h+FwHcWcQ1pSIYXklSe7Rl7pXhlZZzdTzev9ZV3FceXl1f\n", | |||
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2230 | "6yqUq6vyaqH9LFYOaTqlh1dxd9v1wE7g7rIeZ8Y586p8RVde5VVXdzqHUU1ieCVJ7TH34VWsXDgR\n", | |||
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2231 | "2Atsq3c1aqCmVl4dF49WXjXDQuVVwQOQV2IFT7GqqLwycFxZHixZeVWessIrh7WrUQyvJKk98vDq\n", | |||
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2232 | "9FpXUa6tZH/brhh0k101r0XNcx2wDzi+0+uvrXsx+7FtsFnuAHYAG1hsnamCg7+LVUV45byrleXB\n", | |||
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2233 | "0qbYjlYkZ15l8vBq49CzRuewdjWS4ZUktcfcV15hy6CGGHST3WQB0SoWA6MmMLxqkFhBU8fcK4e1\n", | |||
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2234 | "F+umeDS8qtGgm9xDNjfpIIoLV3JWXmWKrrwyvFIjGV5JUnu0YcdBwyutpIlzrwyvmqeOuVeGV8Wq\n", | |||
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2235 | "svLK79lwZQ1td+ZVxrZBtYLhlSS1xKCbbAeuAtYBp9S8nLIYXmklhlcahZVXs8+2weYoa2i7bYMZ\n", | |||
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2236 | "K6/UCoZXktQu8946aHillTQqvOr0+hvJ5irtxBdgTWLl1ezLv45Hl/gYzikbTVmVV7YNZvK/HUV9\n", | |||
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2237 | "fQ2v1EiGV5LULoZXarum7Ti4sNOgu5U1ipVXs8/Kq+Yoq/LKtsFMHg4W9fW1bVCNZHglSe0yt+FV\n", | |||
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2238 | "3D3uAWS7yV1W83LUXI2qvMKWwaay8mr2OfOqOay8Ktet8XhEQdfLQ0Err9QohleS1C55eHV6raso\n", | |||
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2239 | "x0nAauDqQTfZUfdi1FiGVxqFlVezz8qr5nDmVbny8Kqor28egt069CypYoZXktQu++84uKbWlRTP\n", | |||
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2240 | "lkGNwvBKo6ij8soqnmItVKOUuMOu4dVo8vDKyqtyFF15ZXilRjK8kqQWGXSTO4ArgIOZvx0HDa80\n", | |||
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2241 | "ioWZV51evwnPg/Lw6vpaV6ED1VF5lQ8WNwgpwKCb3EPWrraK4it+cg5sH03RM5mIb8AdQjYqoO2z\n", | |||
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2242 | "mfKvb1HhVf59MrxSozThSZskqVp59dW8zb0yvNKKYkvpTcAaqq2qWc7x8XhdravQgSqtvIovxPPw\n", | |||
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2243 | "6sZh52osZbcOWnk1mjIqr/K5TLe72YWVV2oHwytJap95HdpueKVR5a2DTdhxMG9fvKrWVehAC5VX\n", | |||
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2322 | "jnHCK//djG/U2W6GV5oZhleSpFF8lmwO0MM7vf79y36wTq+/Coe1qz7/EY8/Ns1F4nDu04C9wEXT\n", | |||
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2353 | "qwoMuskO4FvAauCJB3w638jlnypd1Hy5hKyC+IidG7M/X7GqMA+vnDOqmVFpeBVCOAL4JPBzwO8C\n", | |||
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2416 | "gUJ07DcuELgAAAAASUVORK5CYII=\n" | |||
1722 | ], |
|
2417 | ], | |
1723 | "text/plain": [ |
|
2418 | "text/plain": [ | |
1724 |
"<matplotlib.figure.Figure at 0x |
|
2419 | "<matplotlib.figure.Figure at 0x106c2a9b0>" | |
1725 | ] |
|
2420 | ] | |
1726 | }, |
|
2421 | }, | |
1727 |
"metadata": { |
|
2422 | "metadata": { | |
|
2423 | "image/png": { | |||
|
2424 | "height": 392, | |||
|
2425 | "width": 599 | |||
|
2426 | } | |||
|
2427 | }, | |||
1728 | "output_type": "display_data" |
|
2428 | "output_type": "display_data" | |
1729 | } |
|
2429 | } | |
1730 | ], |
|
2430 | ], | |
1731 | "source": [ |
|
2431 | "source": [ | |
1732 | "x = np.linspace(0, 2*np.pi, 300)\n", |
|
2432 | "x = np.linspace(0, 2*np.pi, 300)\n", | |
1733 | "y = np.sin(x**2)\n", |
|
2433 | "y = np.sin(x**2)\n", | |
1734 | "plt.plot(x, y)\n", |
|
2434 | "plt.plot(x, y)\n", | |
1735 | "plt.title(\"A little chirp\")\n", |
|
2435 | "plt.title(\"A little chirp\")\n", | |
1736 | "fig = plt.gcf() # let's keep the figure object around for later..." |
|
2436 | "fig = plt.gcf() # let's keep the figure object around for later..." | |
1737 | ] |
|
2437 | ] | |
1738 | }, |
|
2438 | }, | |
1739 | { |
|
2439 | { | |
1740 | "cell_type": "markdown", |
|
2440 | "cell_type": "markdown", | |
1741 | "metadata": {}, |
|
2441 | "metadata": {}, | |
1742 | "source": [ |
|
2442 | "source": [ | |
1743 | "## The IPython kernel/client model" |
|
2443 | "## The IPython kernel/client model" | |
1744 | ] |
|
2444 | ] | |
1745 | }, |
|
2445 | }, | |
1746 | { |
|
2446 | { | |
1747 | "cell_type": "code", |
|
2447 | "cell_type": "code", | |
1748 |
"execution_count": 4 |
|
2448 | "execution_count": 46, | |
1749 | "metadata": { |
|
2449 | "metadata": { | |
1750 | "collapsed": false |
|
2450 | "collapsed": false | |
1751 | }, |
|
2451 | }, | |
1752 | "outputs": [ |
|
2452 | "outputs": [ | |
1753 | { |
|
2453 | { | |
1754 | "name": "stdout", |
|
2454 | "name": "stdout", | |
1755 | "output_type": "stream", |
|
2455 | "output_type": "stream", | |
1756 | "text": [ |
|
2456 | "text": [ | |
1757 | "{\n", |
|
2457 | "{\n", | |
1758 |
" \"stdin_port\": |
|
2458 | " \"stdin_port\": 62401,\n", | |
1759 | " \"ip\": \"127.0.0.1\", \n", |
|
2459 | " \"key\": \"64c935a7-64e8-4ab7-ab22-6e0f3ff84e02\",\n", | |
1760 |
" \" |
|
2460 | " \"hb_port\": 62403,\n", | |
1761 |
" \" |
|
2461 | " \"transport\": \"tcp\",\n", | |
1762 |
" \"signature_scheme\": \"hmac-sha256\", |
|
2462 | " \"signature_scheme\": \"hmac-sha256\",\n", | |
1763 | " \"key\": \"b54b8859-d64d-48bb-814a-909f9beb3316\", \n", |
|
2463 | " \"shell_port\": 62399,\n", | |
1764 |
" \" |
|
2464 | " \"control_port\": 62402,\n", | |
1765 |
" \" |
|
2465 | " \"ip\": \"127.0.0.1\",\n", | |
1766 |
" \"iopub_port\": |
|
2466 | " \"iopub_port\": 62400\n", | |
1767 | "}\n", |
|
2467 | "}\n", | |
1768 | "\n", |
|
2468 | "\n", | |
1769 | "Paste the above JSON into a file, and connect with:\n", |
|
2469 | "Paste the above JSON into a file, and connect with:\n", | |
1770 | " $> ipython <app> --existing <file>\n", |
|
2470 | " $> ipython <app> --existing <file>\n", | |
1771 | "or, if you are local, you can connect with just:\n", |
|
2471 | "or, if you are local, you can connect with just:\n", | |
1772 |
" $> ipython <app> --existing kernel- |
|
2472 | " $> ipython <app> --existing kernel-25383540-ce7f-4529-900a-ded0e510d5d8.json \n", | |
1773 | "or even just:\n", |
|
2473 | "or even just:\n", | |
1774 | " $> ipython <app> --existing \n", |
|
2474 | " $> ipython <app> --existing \n", | |
1775 | "if this is the most recent IPython session you have started.\n" |
|
2475 | "if this is the most recent IPython session you have started.\n" | |
1776 | ] |
|
2476 | ] | |
1777 | } |
|
2477 | } | |
1778 | ], |
|
2478 | ], | |
1779 | "source": [ |
|
2479 | "source": [ | |
1780 | "%connect_info" |
|
2480 | "%connect_info" | |
1781 | ] |
|
2481 | ] | |
1782 | }, |
|
2482 | }, | |
1783 | { |
|
2483 | { | |
1784 | "cell_type": "markdown", |
|
2484 | "cell_type": "markdown", | |
1785 | "metadata": {}, |
|
2485 | "metadata": {}, | |
1786 | "source": [ |
|
2486 | "source": [ | |
1787 | "We can connect automatically a Qt Console to the currently running kernel with the `%qtconsole` magic, or by typing `ipython console --existing <kernel-UUID>` in any terminal:" |
|
2487 | "We can connect automatically a Qt Console to the currently running kernel with the `%qtconsole` magic, or by typing `ipython console --existing <kernel-UUID>` in any terminal:" | |
1788 | ] |
|
2488 | ] | |
1789 | }, |
|
2489 | }, | |
1790 | { |
|
2490 | { | |
1791 | "cell_type": "code", |
|
2491 | "cell_type": "code", | |
1792 |
"execution_count": |
|
2492 | "execution_count": 47, | |
1793 | "metadata": { |
|
2493 | "metadata": { | |
1794 | "collapsed": false |
|
2494 | "collapsed": false | |
1795 | }, |
|
2495 | }, | |
1796 | "outputs": [], |
|
2496 | "outputs": [], | |
1797 | "source": [ |
|
2497 | "source": [ | |
1798 | "%qtconsole" |
|
2498 | "%qtconsole" | |
1799 | ] |
|
2499 | ] | |
1800 | } |
|
2500 | } | |
1801 | ], |
|
2501 | ], | |
1802 | "metadata": { |
|
2502 | "metadata": { | |
1803 | "kernelspec": { |
|
2503 | "kernelspec": { | |
1804 | "display_name": "Python 3", |
|
2504 | "display_name": "Python 3", | |
1805 | "language": "python", |
|
2505 | "language": "python", | |
1806 | "name": "python3" |
|
2506 | "name": "python3" | |
1807 | }, |
|
2507 | }, | |
1808 | "language_info": { |
|
2508 | "language_info": { | |
1809 | "codemirror_mode": { |
|
2509 | "codemirror_mode": { | |
1810 | "name": "ipython", |
|
2510 | "name": "ipython", | |
1811 | "version": 3 |
|
2511 | "version": 3 | |
1812 | }, |
|
2512 | }, | |
1813 | "file_extension": ".py", |
|
2513 | "file_extension": ".py", | |
1814 | "mimetype": "text/x-python", |
|
2514 | "mimetype": "text/x-python", | |
1815 | "name": "python", |
|
2515 | "name": "python", | |
1816 | "nbconvert_exporter": "python", |
|
2516 | "nbconvert_exporter": "python", | |
1817 | "pygments_lexer": "ipython3", |
|
2517 | "pygments_lexer": "ipython3", | |
1818 | "version": "3.4.2" |
|
2518 | "version": "3.4.2" | |
1819 | } |
|
2519 | } | |
1820 | }, |
|
2520 | }, | |
1821 | "nbformat": 4, |
|
2521 | "nbformat": 4, | |
1822 | "nbformat_minor": 0 |
|
2522 | "nbformat_minor": 0 | |
1823 | } |
|
2523 | } |
@@ -1,505 +1,505 b'' | |||||
1 | { |
|
1 | { | |
2 | "cells": [ |
|
2 | "cells": [ | |
3 | { |
|
3 | { | |
4 | "cell_type": "markdown", |
|
4 | "cell_type": "markdown", | |
5 | "metadata": {}, |
|
5 | "metadata": {}, | |
6 | "source": [ |
|
6 | "source": [ | |
7 | "# Capturing Output With <tt>%%capture</tt>" |
|
7 | "# Capturing Output With <tt>%%capture</tt>" | |
8 | ] |
|
8 | ] | |
9 | }, |
|
9 | }, | |
10 | { |
|
10 | { | |
11 | "cell_type": "markdown", |
|
11 | "cell_type": "markdown", | |
12 | "metadata": {}, |
|
12 | "metadata": {}, | |
13 | "source": [ |
|
13 | "source": [ | |
14 | "IPython has a [cell magic](Cell Magics.ipynb), `%%capture`, which captures the stdout/stderr of a cell. With this magic you can discard these streams or store them in a variable." |
|
14 | "IPython has a [cell magic](Cell Magics.ipynb), `%%capture`, which captures the stdout/stderr of a cell. With this magic you can discard these streams or store them in a variable." | |
15 | ] |
|
15 | ] | |
16 | }, |
|
16 | }, | |
17 | { |
|
17 | { | |
18 | "cell_type": "code", |
|
18 | "cell_type": "code", | |
19 |
"execution_count": |
|
19 | "execution_count": 1, | |
20 | "metadata": { |
|
20 | "metadata": { | |
21 | "collapsed": false |
|
21 | "collapsed": false | |
22 | }, |
|
22 | }, | |
23 | "outputs": [], |
|
23 | "outputs": [], | |
24 | "source": [ |
|
24 | "source": [ | |
25 | "from __future__ import print_function\n", |
|
25 | "from __future__ import print_function\n", | |
26 | "import sys" |
|
26 | "import sys" | |
27 | ] |
|
27 | ] | |
28 | }, |
|
28 | }, | |
29 | { |
|
29 | { | |
30 | "cell_type": "markdown", |
|
30 | "cell_type": "markdown", | |
31 | "metadata": {}, |
|
31 | "metadata": {}, | |
32 | "source": [ |
|
32 | "source": [ | |
33 | "By default, `%%capture` discards these streams. This is a simple way to suppress unwanted output." |
|
33 | "By default, `%%capture` discards these streams. This is a simple way to suppress unwanted output." | |
34 | ] |
|
34 | ] | |
35 | }, |
|
35 | }, | |
36 | { |
|
36 | { | |
37 | "cell_type": "code", |
|
37 | "cell_type": "code", | |
38 |
"execution_count": |
|
38 | "execution_count": 2, | |
39 | "metadata": { |
|
39 | "metadata": { | |
40 | "collapsed": false |
|
40 | "collapsed": false | |
41 | }, |
|
41 | }, | |
42 | "outputs": [], |
|
42 | "outputs": [], | |
43 | "source": [ |
|
43 | "source": [ | |
44 | "%%capture\n", |
|
44 | "%%capture\n", | |
45 | "print('hi, stdout')\n", |
|
45 | "print('hi, stdout')\n", | |
46 | "print('hi, stderr', file=sys.stderr)" |
|
46 | "print('hi, stderr', file=sys.stderr)" | |
47 | ] |
|
47 | ] | |
48 | }, |
|
48 | }, | |
49 | { |
|
49 | { | |
50 | "cell_type": "markdown", |
|
50 | "cell_type": "markdown", | |
51 | "metadata": {}, |
|
51 | "metadata": {}, | |
52 | "source": [ |
|
52 | "source": [ | |
53 | "If you specify a name, then stdout/stderr will be stored in an object in your namespace." |
|
53 | "If you specify a name, then stdout/stderr will be stored in an object in your namespace." | |
54 | ] |
|
54 | ] | |
55 | }, |
|
55 | }, | |
56 | { |
|
56 | { | |
57 | "cell_type": "code", |
|
57 | "cell_type": "code", | |
58 |
"execution_count": |
|
58 | "execution_count": 3, | |
59 | "metadata": { |
|
59 | "metadata": { | |
60 | "collapsed": false |
|
60 | "collapsed": false | |
61 | }, |
|
61 | }, | |
62 | "outputs": [], |
|
62 | "outputs": [], | |
63 | "source": [ |
|
63 | "source": [ | |
64 | "%%capture captured\n", |
|
64 | "%%capture captured\n", | |
65 | "print('hi, stdout')\n", |
|
65 | "print('hi, stdout')\n", | |
66 | "print('hi, stderr', file=sys.stderr)" |
|
66 | "print('hi, stderr', file=sys.stderr)" | |
67 | ] |
|
67 | ] | |
68 | }, |
|
68 | }, | |
69 | { |
|
69 | { | |
70 | "cell_type": "code", |
|
70 | "cell_type": "code", | |
71 |
"execution_count": |
|
71 | "execution_count": 4, | |
72 | "metadata": { |
|
72 | "metadata": { | |
73 | "collapsed": false |
|
73 | "collapsed": false | |
74 | }, |
|
74 | }, | |
75 | "outputs": [ |
|
75 | "outputs": [ | |
76 | { |
|
76 | { | |
77 | "data": { |
|
77 | "data": { | |
78 | "text/plain": [ |
|
78 | "text/plain": [ | |
79 | "<IPython.utils.capture.CapturedIO at 0x1076c9310>" |
|
79 | "<IPython.utils.capture.CapturedIO at 0x1076c9310>" | |
80 | ] |
|
80 | ] | |
81 | }, |
|
81 | }, | |
82 |
"execution_count": |
|
82 | "execution_count": 4, | |
83 | "metadata": {}, |
|
83 | "metadata": {}, | |
84 | "output_type": "execute_result" |
|
84 | "output_type": "execute_result" | |
85 | } |
|
85 | } | |
86 | ], |
|
86 | ], | |
87 | "source": [ |
|
87 | "source": [ | |
88 | "captured" |
|
88 | "captured" | |
89 | ] |
|
89 | ] | |
90 | }, |
|
90 | }, | |
91 | { |
|
91 | { | |
92 | "cell_type": "markdown", |
|
92 | "cell_type": "markdown", | |
93 | "metadata": {}, |
|
93 | "metadata": {}, | |
94 | "source": [ |
|
94 | "source": [ | |
95 | "Calling the object writes the output to stdout/stderr as appropriate." |
|
95 | "Calling the object writes the output to stdout/stderr as appropriate." | |
96 | ] |
|
96 | ] | |
97 | }, |
|
97 | }, | |
98 | { |
|
98 | { | |
99 | "cell_type": "code", |
|
99 | "cell_type": "code", | |
100 |
"execution_count": |
|
100 | "execution_count": 5, | |
101 | "metadata": { |
|
101 | "metadata": { | |
102 | "collapsed": false |
|
102 | "collapsed": false | |
103 | }, |
|
103 | }, | |
104 | "outputs": [ |
|
104 | "outputs": [ | |
105 | { |
|
105 | { | |
106 | "name": "stdout", |
|
106 | "name": "stdout", | |
107 | "output_type": "stream", |
|
107 | "output_type": "stream", | |
108 | "text": [ |
|
108 | "text": [ | |
109 | "hi, stdout\n" |
|
109 | "hi, stdout\n" | |
110 | ] |
|
110 | ] | |
111 | }, |
|
111 | }, | |
112 | { |
|
112 | { | |
113 | "name": "stderr", |
|
113 | "name": "stderr", | |
114 | "output_type": "stream", |
|
114 | "output_type": "stream", | |
115 | "text": [ |
|
115 | "text": [ | |
116 | "hi, stderr\n" |
|
116 | "hi, stderr\n" | |
117 | ] |
|
117 | ] | |
118 | } |
|
118 | } | |
119 | ], |
|
119 | ], | |
120 | "source": [ |
|
120 | "source": [ | |
121 | "captured()" |
|
121 | "captured()" | |
122 | ] |
|
122 | ] | |
123 | }, |
|
123 | }, | |
124 | { |
|
124 | { | |
125 | "cell_type": "code", |
|
125 | "cell_type": "code", | |
126 |
"execution_count": |
|
126 | "execution_count": 6, | |
127 | "metadata": { |
|
127 | "metadata": { | |
128 | "collapsed": false |
|
128 | "collapsed": false | |
129 | }, |
|
129 | }, | |
130 | "outputs": [ |
|
130 | "outputs": [ | |
131 | { |
|
131 | { | |
132 | "data": { |
|
132 | "data": { | |
133 | "text/plain": [ |
|
133 | "text/plain": [ | |
134 | "'hi, stdout\\n'" |
|
134 | "'hi, stdout\\n'" | |
135 | ] |
|
135 | ] | |
136 | }, |
|
136 | }, | |
137 |
"execution_count": |
|
137 | "execution_count": 6, | |
138 | "metadata": {}, |
|
138 | "metadata": {}, | |
139 | "output_type": "execute_result" |
|
139 | "output_type": "execute_result" | |
140 | } |
|
140 | } | |
141 | ], |
|
141 | ], | |
142 | "source": [ |
|
142 | "source": [ | |
143 | "captured.stdout" |
|
143 | "captured.stdout" | |
144 | ] |
|
144 | ] | |
145 | }, |
|
145 | }, | |
146 | { |
|
146 | { | |
147 | "cell_type": "code", |
|
147 | "cell_type": "code", | |
148 |
"execution_count": |
|
148 | "execution_count": 7, | |
149 | "metadata": { |
|
149 | "metadata": { | |
150 | "collapsed": false |
|
150 | "collapsed": false | |
151 | }, |
|
151 | }, | |
152 | "outputs": [ |
|
152 | "outputs": [ | |
153 | { |
|
153 | { | |
154 | "data": { |
|
154 | "data": { | |
155 | "text/plain": [ |
|
155 | "text/plain": [ | |
156 | "'hi, stderr\\n'" |
|
156 | "'hi, stderr\\n'" | |
157 | ] |
|
157 | ] | |
158 | }, |
|
158 | }, | |
159 |
"execution_count": |
|
159 | "execution_count": 7, | |
160 | "metadata": {}, |
|
160 | "metadata": {}, | |
161 | "output_type": "execute_result" |
|
161 | "output_type": "execute_result" | |
162 | } |
|
162 | } | |
163 | ], |
|
163 | ], | |
164 | "source": [ |
|
164 | "source": [ | |
165 | "captured.stderr" |
|
165 | "captured.stderr" | |
166 | ] |
|
166 | ] | |
167 | }, |
|
167 | }, | |
168 | { |
|
168 | { | |
169 | "cell_type": "markdown", |
|
169 | "cell_type": "markdown", | |
170 | "metadata": {}, |
|
170 | "metadata": {}, | |
171 | "source": [ |
|
171 | "source": [ | |
172 | "`%%capture` grabs all output types, not just stdout/stderr, so you can do plots and use IPython's display system inside `%%capture`" |
|
172 | "`%%capture` grabs all output types, not just stdout/stderr, so you can do plots and use IPython's display system inside `%%capture`" | |
173 | ] |
|
173 | ] | |
174 | }, |
|
174 | }, | |
175 | { |
|
175 | { | |
176 | "cell_type": "code", |
|
176 | "cell_type": "code", | |
177 |
"execution_count": |
|
177 | "execution_count": 8, | |
178 | "metadata": { |
|
178 | "metadata": { | |
179 | "collapsed": false |
|
179 | "collapsed": false | |
180 | }, |
|
180 | }, | |
181 | "outputs": [], |
|
181 | "outputs": [], | |
182 | "source": [ |
|
182 | "source": [ | |
183 | "%matplotlib inline\n", |
|
183 | "%matplotlib inline\n", | |
184 | "import matplotlib.pyplot as plt\n", |
|
184 | "import matplotlib.pyplot as plt\n", | |
185 | "import numpy as np" |
|
185 | "import numpy as np" | |
186 | ] |
|
186 | ] | |
187 | }, |
|
187 | }, | |
188 | { |
|
188 | { | |
189 | "cell_type": "code", |
|
189 | "cell_type": "code", | |
190 |
"execution_count": |
|
190 | "execution_count": 9, | |
191 | "metadata": { |
|
191 | "metadata": { | |
192 | "collapsed": false |
|
192 | "collapsed": false | |
193 | }, |
|
193 | }, | |
194 | "outputs": [], |
|
194 | "outputs": [], | |
195 | "source": [ |
|
195 | "source": [ | |
196 | "%%capture wontshutup\n", |
|
196 | "%%capture wontshutup\n", | |
197 | "\n", |
|
197 | "\n", | |
198 | "print(\"setting up X\")\n", |
|
198 | "print(\"setting up X\")\n", | |
199 | "x = np.linspace(0,5,1000)\n", |
|
199 | "x = np.linspace(0,5,1000)\n", | |
200 | "print(\"step 2: constructing y-data\")\n", |
|
200 | "print(\"step 2: constructing y-data\")\n", | |
201 | "y = np.sin(x)\n", |
|
201 | "y = np.sin(x)\n", | |
202 | "print(\"step 3: display info about y\")\n", |
|
202 | "print(\"step 3: display info about y\")\n", | |
203 | "plt.plot(x,y)\n", |
|
203 | "plt.plot(x,y)\n", | |
204 | "print(\"okay, I'm done now\")" |
|
204 | "print(\"okay, I'm done now\")" | |
205 | ] |
|
205 | ] | |
206 | }, |
|
206 | }, | |
207 | { |
|
207 | { | |
208 | "cell_type": "code", |
|
208 | "cell_type": "code", | |
209 |
"execution_count": 1 |
|
209 | "execution_count": 10, | |
210 | "metadata": { |
|
210 | "metadata": { | |
211 | "collapsed": false |
|
211 | "collapsed": false | |
212 | }, |
|
212 | }, | |
213 | "outputs": [ |
|
213 | "outputs": [ | |
214 | { |
|
214 | { | |
215 | "name": "stdout", |
|
215 | "name": "stdout", | |
216 | "output_type": "stream", |
|
216 | "output_type": "stream", | |
217 | "text": [ |
|
217 | "text": [ | |
218 | "setting up X\n", |
|
218 | "setting up X\n", | |
219 | "step 2: constructing y-data\n", |
|
219 | "step 2: constructing y-data\n", | |
220 | "step 3: display info about y\n", |
|
220 | "step 3: display info about y\n", | |
221 | "okay, I'm done now\n" |
|
221 | "okay, I'm done now\n" | |
222 | ] |
|
222 | ] | |
223 | }, |
|
223 | }, | |
224 | { |
|
224 | { | |
225 | "data": { |
|
225 | "data": { | |
226 | "image/png": [ |
|
226 | "image/png": [ | |
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374 | "XE5T1yIiLqdCLyLicir0IiIup0IvIuJyKvQiIi6nQi8i4nIq9CIiLqdCLyLicv8PoaUAhzXYTeQA\n", |
|
374 | "XE5T1yIiLqdCLyLicir0IiIup0IvIuJyKvQiIi6nQi8i4nIq9CIiLqdCLyLicv8PoaUAhzXYTeQA\n", | |
375 | "AAAASUVORK5CYII=\n" |
|
375 | "AAAASUVORK5CYII=\n" | |
376 | ], |
|
376 | ], | |
377 | "text/plain": [ |
|
377 | "text/plain": [ | |
378 | "<matplotlib.figure.Figure at 0x10866ae90>" |
|
378 | "<matplotlib.figure.Figure at 0x10866ae90>" | |
379 | ] |
|
379 | ] | |
380 | }, |
|
380 | }, | |
381 | "metadata": {}, |
|
381 | "metadata": {}, | |
382 | "output_type": "display_data" |
|
382 | "output_type": "display_data" | |
383 | } |
|
383 | } | |
384 | ], |
|
384 | ], | |
385 | "source": [ |
|
385 | "source": [ | |
386 | "wontshutup()" |
|
386 | "wontshutup()" | |
387 | ] |
|
387 | ] | |
388 | }, |
|
388 | }, | |
389 | { |
|
389 | { | |
390 | "cell_type": "markdown", |
|
390 | "cell_type": "markdown", | |
391 | "metadata": {}, |
|
391 | "metadata": {}, | |
392 | "source": [ |
|
392 | "source": [ | |
393 | "And you can selectively disable capturing stdout, stderr or rich display, by passing `--no-stdout`, `--no-stderr` and `--no-display`" |
|
393 | "And you can selectively disable capturing stdout, stderr or rich display, by passing `--no-stdout`, `--no-stderr` and `--no-display`" | |
394 | ] |
|
394 | ] | |
395 | }, |
|
395 | }, | |
396 | { |
|
396 | { | |
397 | "cell_type": "code", |
|
397 | "cell_type": "code", | |
398 |
"execution_count": 1 |
|
398 | "execution_count": 11, | |
399 | "metadata": { |
|
399 | "metadata": { | |
400 | "collapsed": false |
|
400 | "collapsed": false | |
401 | }, |
|
401 | }, | |
402 | "outputs": [ |
|
402 | "outputs": [ | |
403 | { |
|
403 | { | |
404 | "name": "stderr", |
|
404 | "name": "stderr", | |
405 | "output_type": "stream", |
|
405 | "output_type": "stream", | |
406 | "text": [ |
|
406 | "text": [ | |
407 | "hello, stderr\n" |
|
407 | "hello, stderr\n" | |
408 | ] |
|
408 | ] | |
409 | } |
|
409 | } | |
410 | ], |
|
410 | ], | |
411 | "source": [ |
|
411 | "source": [ | |
412 | "%%capture cap --no-stderr\n", |
|
412 | "%%capture cap --no-stderr\n", | |
413 | "print('hi, stdout')\n", |
|
413 | "print('hi, stdout')\n", | |
414 | "print(\"hello, stderr\", file=sys.stderr)" |
|
414 | "print(\"hello, stderr\", file=sys.stderr)" | |
415 | ] |
|
415 | ] | |
416 | }, |
|
416 | }, | |
417 | { |
|
417 | { | |
418 | "cell_type": "code", |
|
418 | "cell_type": "code", | |
419 |
"execution_count": 2 |
|
419 | "execution_count": 12, | |
420 | "metadata": { |
|
420 | "metadata": { | |
421 | "collapsed": false |
|
421 | "collapsed": false | |
422 | }, |
|
422 | }, | |
423 | "outputs": [ |
|
423 | "outputs": [ | |
424 | { |
|
424 | { | |
425 | "data": { |
|
425 | "data": { | |
426 | "text/plain": [ |
|
426 | "text/plain": [ | |
427 | "'hi, stdout\\n'" |
|
427 | "'hi, stdout\\n'" | |
428 | ] |
|
428 | ] | |
429 | }, |
|
429 | }, | |
430 |
"execution_count": 2 |
|
430 | "execution_count": 12, | |
431 | "metadata": {}, |
|
431 | "metadata": {}, | |
432 | "output_type": "execute_result" |
|
432 | "output_type": "execute_result" | |
433 | } |
|
433 | } | |
434 | ], |
|
434 | ], | |
435 | "source": [ |
|
435 | "source": [ | |
436 | "cap.stdout" |
|
436 | "cap.stdout" | |
437 | ] |
|
437 | ] | |
438 | }, |
|
438 | }, | |
439 | { |
|
439 | { | |
440 | "cell_type": "code", |
|
440 | "cell_type": "code", | |
441 |
"execution_count": |
|
441 | "execution_count": 13, | |
442 | "metadata": { |
|
442 | "metadata": { | |
443 | "collapsed": false |
|
443 | "collapsed": false | |
444 | }, |
|
444 | }, | |
445 | "outputs": [ |
|
445 | "outputs": [ | |
446 | { |
|
446 | { | |
447 | "data": { |
|
447 | "data": { | |
448 | "text/plain": [ |
|
448 | "text/plain": [ | |
449 | "''" |
|
449 | "''" | |
450 | ] |
|
450 | ] | |
451 | }, |
|
451 | }, | |
452 |
"execution_count": |
|
452 | "execution_count": 13, | |
453 | "metadata": {}, |
|
453 | "metadata": {}, | |
454 | "output_type": "execute_result" |
|
454 | "output_type": "execute_result" | |
455 | } |
|
455 | } | |
456 | ], |
|
456 | ], | |
457 | "source": [ |
|
457 | "source": [ | |
458 | "cap.stderr" |
|
458 | "cap.stderr" | |
459 | ] |
|
459 | ] | |
460 | }, |
|
460 | }, | |
461 | { |
|
461 | { | |
462 | "cell_type": "code", |
|
462 | "cell_type": "code", | |
463 |
"execution_count": |
|
463 | "execution_count": 14, | |
464 | "metadata": { |
|
464 | "metadata": { | |
465 | "collapsed": false |
|
465 | "collapsed": false | |
466 | }, |
|
466 | }, | |
467 | "outputs": [ |
|
467 | "outputs": [ | |
468 | { |
|
468 | { | |
469 | "data": { |
|
469 | "data": { | |
470 | "text/plain": [ |
|
470 | "text/plain": [ | |
471 | "[]" |
|
471 | "[]" | |
472 | ] |
|
472 | ] | |
473 | }, |
|
473 | }, | |
474 |
"execution_count": |
|
474 | "execution_count": 14, | |
475 | "metadata": {}, |
|
475 | "metadata": {}, | |
476 | "output_type": "execute_result" |
|
476 | "output_type": "execute_result" | |
477 | } |
|
477 | } | |
478 | ], |
|
478 | ], | |
479 | "source": [ |
|
479 | "source": [ | |
480 | "cap.outputs" |
|
480 | "cap.outputs" | |
481 | ] |
|
481 | ] | |
482 | } |
|
482 | } | |
483 | ], |
|
483 | ], | |
484 | "metadata": { |
|
484 | "metadata": { | |
485 | "kernelspec": { |
|
485 | "kernelspec": { | |
486 | "display_name": "Python 3", |
|
486 | "display_name": "Python 3", | |
487 | "language": "python", |
|
487 | "language": "python", | |
488 | "name": "python3" |
|
488 | "name": "python3" | |
489 | }, |
|
489 | }, | |
490 | "language_info": { |
|
490 | "language_info": { | |
491 | "codemirror_mode": { |
|
491 | "codemirror_mode": { | |
492 | "name": "ipython", |
|
492 | "name": "ipython", | |
493 | "version": 3 |
|
493 | "version": 3 | |
494 | }, |
|
494 | }, | |
495 | "file_extension": ".py", |
|
495 | "file_extension": ".py", | |
496 | "mimetype": "text/x-python", |
|
496 | "mimetype": "text/x-python", | |
497 | "name": "python", |
|
497 | "name": "python", | |
498 | "nbconvert_exporter": "python", |
|
498 | "nbconvert_exporter": "python", | |
499 | "pygments_lexer": "ipython3", |
|
499 | "pygments_lexer": "ipython3", | |
500 | "version": "3.4.2" |
|
500 | "version": "3.4.2" | |
501 | } |
|
501 | } | |
502 | }, |
|
502 | }, | |
503 | "nbformat": 4, |
|
503 | "nbformat": 4, | |
504 | "nbformat_minor": 0 |
|
504 | "nbformat_minor": 0 | |
505 | } |
|
505 | } |
@@ -1,717 +1,689 b'' | |||||
1 | { |
|
1 | { | |
2 | "cells": [ |
|
2 | "cells": [ | |
3 | { |
|
3 | { | |
4 | "cell_type": "markdown", |
|
4 | "cell_type": "markdown", | |
5 | "metadata": {}, |
|
5 | "metadata": {}, | |
6 | "source": [ |
|
6 | "source": [ | |
7 | "# Cell Magics in IPython" |
|
7 | "# Cell Magics in IPython" | |
8 | ] |
|
8 | ] | |
9 | }, |
|
9 | }, | |
10 | { |
|
10 | { | |
11 | "cell_type": "markdown", |
|
11 | "cell_type": "markdown", | |
12 | "metadata": {}, |
|
12 | "metadata": {}, | |
13 | "source": [ |
|
13 | "source": [ | |
14 |
"IPython has a system of commands we call 'magics' that provide |
|
14 | "IPython has a system of commands we call 'magics' that provide a mini command language that is orthogonal to the syntax of Python and is extensible by the user with new commands. Magics are meant to be typed interactively, so they use command-line conventions, such as using whitespace for separating arguments, dashes for options and other conventions typical of a command-line environment.\n", | |
15 | "\n", |
|
15 | "\n", | |
16 | "Magics come in two kinds:\n", |
|
16 | "Magics come in two kinds:\n", | |
17 | "\n", |
|
17 | "\n", | |
18 | "* Line magics: these are commands prepended by one `%` character and whose arguments only extend to the end of the current line.\n", |
|
18 | "* Line magics: these are commands prepended by one `%` character and whose arguments only extend to the end of the current line.\n", | |
19 | "* Cell magics: these use *two* percent characters as a marker (`%%`), and they receive as argument *both* the current line where they are declared and the whole body of the cell. Note that cell magics can *only* be used as the first line in a cell, and as a general principle they can't be 'stacked' (i.e. you can only use one cell magic per cell). A few of them, because of how they operate, can be stacked, but that is something you will discover on a case by case basis.\n", |
|
19 | "* Cell magics: these use *two* percent characters as a marker (`%%`), and they receive as argument *both* the current line where they are declared and the whole body of the cell. Note that cell magics can *only* be used as the first line in a cell, and as a general principle they can't be 'stacked' (i.e. you can only use one cell magic per cell). A few of them, because of how they operate, can be stacked, but that is something you will discover on a case by case basis.\n", | |
20 | "\n", |
|
20 | "\n", | |
21 | "The `%lsmagic` magic is used to list all available magics, and it will show both line and cell magics currently defined:" |
|
21 | "The `%lsmagic` magic is used to list all available magics, and it will show both line and cell magics currently defined:" | |
22 | ] |
|
22 | ] | |
23 | }, |
|
23 | }, | |
24 | { |
|
24 | { | |
25 | "cell_type": "code", |
|
25 | "cell_type": "code", | |
26 | "execution_count": 1, |
|
26 | "execution_count": 1, | |
27 | "metadata": { |
|
27 | "metadata": { | |
28 | "collapsed": false |
|
28 | "collapsed": false | |
29 | }, |
|
29 | }, | |
30 | "outputs": [ |
|
30 | "outputs": [ | |
31 | { |
|
31 | { | |
32 | "data": { |
|
32 | "data": { | |
33 | "application/json": { |
|
33 | "application/json": { | |
34 | "cell": { |
|
34 | "cell": { | |
35 | "!": "OSMagics", |
|
35 | "!": "OSMagics", | |
36 | "HTML": "Other", |
|
36 | "HTML": "Other", | |
37 | "SVG": "Other", |
|
37 | "SVG": "Other", | |
38 | "bash": "Other", |
|
38 | "bash": "Other", | |
39 | "capture": "ExecutionMagics", |
|
39 | "capture": "ExecutionMagics", | |
40 | "debug": "ExecutionMagics", |
|
40 | "debug": "ExecutionMagics", | |
41 | "file": "Other", |
|
41 | "file": "Other", | |
42 | "html": "DisplayMagics", |
|
42 | "html": "DisplayMagics", | |
43 | "javascript": "DisplayMagics", |
|
43 | "javascript": "DisplayMagics", | |
44 | "latex": "DisplayMagics", |
|
44 | "latex": "DisplayMagics", | |
45 | "perl": "Other", |
|
45 | "perl": "Other", | |
46 | "prun": "ExecutionMagics", |
|
46 | "prun": "ExecutionMagics", | |
47 | "pypy": "Other", |
|
47 | "pypy": "Other", | |
48 | "python": "Other", |
|
48 | "python": "Other", | |
|
49 | "python2": "Other", | |||
49 | "python3": "Other", |
|
50 | "python3": "Other", | |
50 | "ruby": "Other", |
|
51 | "ruby": "Other", | |
51 | "script": "ScriptMagics", |
|
52 | "script": "ScriptMagics", | |
52 | "sh": "Other", |
|
53 | "sh": "Other", | |
53 | "svg": "DisplayMagics", |
|
54 | "svg": "DisplayMagics", | |
54 | "sx": "OSMagics", |
|
55 | "sx": "OSMagics", | |
55 | "system": "OSMagics", |
|
56 | "system": "OSMagics", | |
56 | "time": "ExecutionMagics", |
|
57 | "time": "ExecutionMagics", | |
57 | "timeit": "ExecutionMagics", |
|
58 | "timeit": "ExecutionMagics", | |
58 | "writefile": "OSMagics" |
|
59 | "writefile": "OSMagics" | |
59 | }, |
|
60 | }, | |
60 | "line": { |
|
61 | "line": { | |
61 | "alias": "OSMagics", |
|
62 | "alias": "OSMagics", | |
62 | "alias_magic": "BasicMagics", |
|
63 | "alias_magic": "BasicMagics", | |
63 | "autocall": "AutoMagics", |
|
64 | "autocall": "AutoMagics", | |
64 | "automagic": "AutoMagics", |
|
65 | "automagic": "AutoMagics", | |
65 | "autosave": "KernelMagics", |
|
66 | "autosave": "KernelMagics", | |
66 | "bookmark": "OSMagics", |
|
67 | "bookmark": "OSMagics", | |
|
68 | "cat": "Other", | |||
67 | "cd": "OSMagics", |
|
69 | "cd": "OSMagics", | |
68 | "clear": "KernelMagics", |
|
70 | "clear": "KernelMagics", | |
69 | "colors": "BasicMagics", |
|
71 | "colors": "BasicMagics", | |
70 | "config": "ConfigMagics", |
|
72 | "config": "ConfigMagics", | |
71 | "connect_info": "KernelMagics", |
|
73 | "connect_info": "KernelMagics", | |
|
74 | "cp": "Other", | |||
72 | "debug": "ExecutionMagics", |
|
75 | "debug": "ExecutionMagics", | |
73 | "dhist": "OSMagics", |
|
76 | "dhist": "OSMagics", | |
74 | "dirs": "OSMagics", |
|
77 | "dirs": "OSMagics", | |
75 |
"doctest_mode": " |
|
78 | "doctest_mode": "BasicMagics", | |
76 | "ed": "Other", |
|
79 | "ed": "Other", | |
77 | "edit": "KernelMagics", |
|
80 | "edit": "KernelMagics", | |
78 | "env": "OSMagics", |
|
81 | "env": "OSMagics", | |
79 | "gist": "Other", |
|
|||
80 | "gui": "BasicMagics", |
|
82 | "gui": "BasicMagics", | |
81 | "hist": "Other", |
|
83 | "hist": "Other", | |
82 | "history": "HistoryMagics", |
|
84 | "history": "HistoryMagics", | |
83 | "install_default_config": "DeprecatedMagics", |
|
85 | "install_default_config": "DeprecatedMagics", | |
84 | "install_ext": "ExtensionMagics", |
|
86 | "install_ext": "ExtensionMagics", | |
85 | "install_profiles": "DeprecatedMagics", |
|
87 | "install_profiles": "DeprecatedMagics", | |
86 | "killbgscripts": "ScriptMagics", |
|
88 | "killbgscripts": "ScriptMagics", | |
|
89 | "ldir": "Other", | |||
87 | "less": "KernelMagics", |
|
90 | "less": "KernelMagics", | |
|
91 | "lf": "Other", | |||
|
92 | "lk": "Other", | |||
|
93 | "ll": "Other", | |||
88 | "load": "CodeMagics", |
|
94 | "load": "CodeMagics", | |
89 | "load_ext": "ExtensionMagics", |
|
95 | "load_ext": "ExtensionMagics", | |
90 | "loadpy": "CodeMagics", |
|
96 | "loadpy": "CodeMagics", | |
91 | "logoff": "LoggingMagics", |
|
97 | "logoff": "LoggingMagics", | |
92 | "logon": "LoggingMagics", |
|
98 | "logon": "LoggingMagics", | |
93 | "logstart": "LoggingMagics", |
|
99 | "logstart": "LoggingMagics", | |
94 | "logstate": "LoggingMagics", |
|
100 | "logstate": "LoggingMagics", | |
95 | "logstop": "LoggingMagics", |
|
101 | "logstop": "LoggingMagics", | |
|
102 | "ls": "Other", | |||
96 | "lsmagic": "BasicMagics", |
|
103 | "lsmagic": "BasicMagics", | |
|
104 | "lx": "Other", | |||
97 | "macro": "ExecutionMagics", |
|
105 | "macro": "ExecutionMagics", | |
98 | "magic": "BasicMagics", |
|
106 | "magic": "BasicMagics", | |
99 | "man": "KernelMagics", |
|
107 | "man": "KernelMagics", | |
100 | "matplotlib": "PylabMagics", |
|
108 | "matplotlib": "PylabMagics", | |
|
109 | "mkdir": "Other", | |||
101 | "more": "KernelMagics", |
|
110 | "more": "KernelMagics", | |
|
111 | "mv": "Other", | |||
102 | "notebook": "BasicMagics", |
|
112 | "notebook": "BasicMagics", | |
103 | "page": "BasicMagics", |
|
113 | "page": "BasicMagics", | |
104 | "pastebin": "CodeMagics", |
|
114 | "pastebin": "CodeMagics", | |
105 | "pdb": "ExecutionMagics", |
|
115 | "pdb": "ExecutionMagics", | |
106 | "pdef": "NamespaceMagics", |
|
116 | "pdef": "NamespaceMagics", | |
107 | "pdoc": "NamespaceMagics", |
|
117 | "pdoc": "NamespaceMagics", | |
108 | "pfile": "NamespaceMagics", |
|
118 | "pfile": "NamespaceMagics", | |
109 | "pinfo": "NamespaceMagics", |
|
119 | "pinfo": "NamespaceMagics", | |
110 | "pinfo2": "NamespaceMagics", |
|
120 | "pinfo2": "NamespaceMagics", | |
111 | "popd": "OSMagics", |
|
121 | "popd": "OSMagics", | |
112 | "pprint": "BasicMagics", |
|
122 | "pprint": "BasicMagics", | |
113 | "precision": "BasicMagics", |
|
123 | "precision": "BasicMagics", | |
114 | "profile": "BasicMagics", |
|
124 | "profile": "BasicMagics", | |
115 | "prun": "ExecutionMagics", |
|
125 | "prun": "ExecutionMagics", | |
116 | "psearch": "NamespaceMagics", |
|
126 | "psearch": "NamespaceMagics", | |
117 | "psource": "NamespaceMagics", |
|
127 | "psource": "NamespaceMagics", | |
118 | "pushd": "OSMagics", |
|
128 | "pushd": "OSMagics", | |
119 | "pwd": "OSMagics", |
|
129 | "pwd": "OSMagics", | |
120 | "pycat": "OSMagics", |
|
130 | "pycat": "OSMagics", | |
121 | "pylab": "PylabMagics", |
|
131 | "pylab": "PylabMagics", | |
122 | "qtconsole": "KernelMagics", |
|
132 | "qtconsole": "KernelMagics", | |
123 | "quickref": "BasicMagics", |
|
133 | "quickref": "BasicMagics", | |
124 | "recall": "HistoryMagics", |
|
134 | "recall": "HistoryMagics", | |
125 | "rehashx": "OSMagics", |
|
135 | "rehashx": "OSMagics", | |
126 | "reload_ext": "ExtensionMagics", |
|
136 | "reload_ext": "ExtensionMagics", | |
127 | "rep": "Other", |
|
137 | "rep": "Other", | |
128 | "rerun": "HistoryMagics", |
|
138 | "rerun": "HistoryMagics", | |
129 | "reset": "NamespaceMagics", |
|
139 | "reset": "NamespaceMagics", | |
130 | "reset_selective": "NamespaceMagics", |
|
140 | "reset_selective": "NamespaceMagics", | |
|
141 | "rm": "Other", | |||
|
142 | "rmdir": "Other", | |||
131 | "run": "ExecutionMagics", |
|
143 | "run": "ExecutionMagics", | |
132 | "save": "CodeMagics", |
|
144 | "save": "CodeMagics", | |
133 | "sc": "OSMagics", |
|
145 | "sc": "OSMagics", | |
|
146 | "set_env": "OSMagics", | |||
134 | "store": "StoreMagics", |
|
147 | "store": "StoreMagics", | |
135 | "sx": "OSMagics", |
|
148 | "sx": "OSMagics", | |
136 | "system": "OSMagics", |
|
149 | "system": "OSMagics", | |
137 | "tb": "ExecutionMagics", |
|
150 | "tb": "ExecutionMagics", | |
138 | "tic": "TimerMagics", |
|
|||
139 | "time": "ExecutionMagics", |
|
151 | "time": "ExecutionMagics", | |
140 | "timeit": "ExecutionMagics", |
|
152 | "timeit": "ExecutionMagics", | |
141 | "toc": "TimerMagics", |
|
|||
142 | "unalias": "OSMagics", |
|
153 | "unalias": "OSMagics", | |
143 | "unload_ext": "ExtensionMagics", |
|
154 | "unload_ext": "ExtensionMagics", | |
144 | "who": "NamespaceMagics", |
|
155 | "who": "NamespaceMagics", | |
145 | "who_ls": "NamespaceMagics", |
|
156 | "who_ls": "NamespaceMagics", | |
146 | "whos": "NamespaceMagics", |
|
157 | "whos": "NamespaceMagics", | |
147 | "xdel": "NamespaceMagics", |
|
158 | "xdel": "NamespaceMagics", | |
148 | "xmode": "BasicMagics" |
|
159 | "xmode": "BasicMagics" | |
149 | } |
|
160 | } | |
150 | }, |
|
161 | }, | |
151 | "text/plain": [ |
|
162 | "text/plain": [ | |
152 | "Available line magics:\n", |
|
163 | "Available line magics:\n", | |
153 |
"%alias %alias_magic %autocall %automagic %autosave %bookmark %cd %clear %colors %config %connect_info %debug %dhist %dirs %doctest_mode %ed %edit %env %g |
|
164 | "%alias %alias_magic %autocall %automagic %autosave %bookmark %cat %cd %clear %colors %config %connect_info %cp %debug %dhist %dirs %doctest_mode %ed %edit %env %gui %hist %history %install_default_config %install_ext %install_profiles %killbgscripts %ldir %less %lf %lk %ll %load %load_ext %loadpy %logoff %logon %logstart %logstate %logstop %ls %lsmagic %lx %macro %magic %man %matplotlib %mkdir %more %mv %notebook %page %pastebin %pdb %pdef %pdoc %pfile %pinfo %pinfo2 %popd %pprint %precision %profile %prun %psearch %psource %pushd %pwd %pycat %pylab %qtconsole %quickref %recall %rehashx %reload_ext %rep %rerun %reset %reset_selective %rm %rmdir %run %save %sc %set_env %store %sx %system %tb %time %timeit %unalias %unload_ext %who %who_ls %whos %xdel %xmode\n", | |
154 | "\n", |
|
165 | "\n", | |
155 | "Available cell magics:\n", |
|
166 | "Available cell magics:\n", | |
156 | "%%! %%HTML %%SVG %%bash %%capture %%debug %%file %%html %%javascript %%latex %%perl %%prun %%pypy %%python %%python3 %%ruby %%script %%sh %%svg %%sx %%system %%time %%timeit %%writefile\n", |
|
167 | "%%! %%HTML %%SVG %%bash %%capture %%debug %%file %%html %%javascript %%latex %%perl %%prun %%pypy %%python %%python2 %%python3 %%ruby %%script %%sh %%svg %%sx %%system %%time %%timeit %%writefile\n", | |
157 | "\n", |
|
168 | "\n", | |
158 | "Automagic is ON, % prefix IS NOT needed for line magics." |
|
169 | "Automagic is ON, % prefix IS NOT needed for line magics." | |
159 | ] |
|
170 | ] | |
160 | }, |
|
171 | }, | |
161 | "execution_count": 1, |
|
172 | "execution_count": 1, | |
162 | "metadata": {}, |
|
173 | "metadata": {}, | |
163 | "output_type": "execute_result" |
|
174 | "output_type": "execute_result" | |
164 | } |
|
175 | } | |
165 | ], |
|
176 | ], | |
166 | "source": [ |
|
177 | "source": [ | |
167 | "%lsmagic" |
|
178 | "%lsmagic" | |
168 | ] |
|
179 | ] | |
169 | }, |
|
180 | }, | |
170 | { |
|
181 | { | |
171 | "cell_type": "markdown", |
|
182 | "cell_type": "markdown", | |
172 | "metadata": {}, |
|
183 | "metadata": {}, | |
173 | "source": [ |
|
184 | "source": [ | |
174 | "Since in the introductory section we already covered the most frequently used line magics, we will focus here on the cell magics, which offer a great amount of power.\n", |
|
185 | "Since in the introductory section we already covered the most frequently used line magics, we will focus here on the cell magics, which offer a great amount of power.\n", | |
175 | "\n", |
|
186 | "\n", | |
176 | "Let's load matplotlib and numpy so we can use numerics/plotting at will later on." |
|
187 | "Let's load matplotlib and numpy so we can use numerics/plotting at will later on." | |
177 | ] |
|
188 | ] | |
178 | }, |
|
189 | }, | |
179 | { |
|
190 | { | |
180 | "cell_type": "code", |
|
191 | "cell_type": "code", | |
181 | "execution_count": 2, |
|
192 | "execution_count": 2, | |
182 | "metadata": { |
|
193 | "metadata": { | |
183 | "collapsed": false |
|
194 | "collapsed": false | |
184 | }, |
|
195 | }, | |
185 | "outputs": [], |
|
196 | "outputs": [], | |
186 | "source": [ |
|
197 | "source": [ | |
187 | "%matplotlib inline\n", |
|
198 | "%matplotlib inline\n", | |
188 | "import numpy as np\n", |
|
199 | "import numpy as np\n", | |
189 | "import matplotlib.pyplot as plt" |
|
200 | "import matplotlib.pyplot as plt" | |
190 | ] |
|
201 | ] | |
191 | }, |
|
202 | }, | |
192 | { |
|
203 | { | |
193 | "cell_type": "markdown", |
|
204 | "cell_type": "markdown", | |
194 | "metadata": {}, |
|
205 | "metadata": {}, | |
195 | "source": [ |
|
206 | "source": [ | |
196 | "## <!--====--> Some simple cell magics" |
|
207 | "## <!--====--> Some simple cell magics" | |
197 | ] |
|
208 | ] | |
198 | }, |
|
209 | }, | |
199 | { |
|
210 | { | |
200 | "cell_type": "markdown", |
|
211 | "cell_type": "markdown", | |
201 | "metadata": {}, |
|
212 | "metadata": {}, | |
202 | "source": [ |
|
213 | "source": [ | |
203 | "Timing the execution of code; the 'timeit' magic exists both in line and cell form:" |
|
214 | "Timing the execution of code; the 'timeit' magic exists both in line and cell form:" | |
204 | ] |
|
215 | ] | |
205 | }, |
|
216 | }, | |
206 | { |
|
217 | { | |
207 | "cell_type": "code", |
|
218 | "cell_type": "code", | |
208 | "execution_count": 3, |
|
219 | "execution_count": 3, | |
209 | "metadata": { |
|
220 | "metadata": { | |
210 | "collapsed": false |
|
221 | "collapsed": false | |
211 | }, |
|
222 | }, | |
212 | "outputs": [ |
|
223 | "outputs": [ | |
213 | { |
|
224 | { | |
214 | "name": "stdout", |
|
225 | "name": "stdout", | |
215 | "output_type": "stream", |
|
226 | "output_type": "stream", | |
216 | "text": [ |
|
227 | "text": [ | |
217 |
"100 loops, best of 3: |
|
228 | "100 loops, best of 3: 7.06 ms per loop\n" | |
218 | ] |
|
229 | ] | |
219 | } |
|
230 | } | |
220 | ], |
|
231 | ], | |
221 | "source": [ |
|
232 | "source": [ | |
222 | "%timeit np.linalg.eigvals(np.random.rand(100,100))" |
|
233 | "%timeit np.linalg.eigvals(np.random.rand(100,100))" | |
223 | ] |
|
234 | ] | |
224 | }, |
|
235 | }, | |
225 | { |
|
236 | { | |
226 | "cell_type": "code", |
|
237 | "cell_type": "code", | |
227 | "execution_count": 4, |
|
238 | "execution_count": 4, | |
228 | "metadata": { |
|
239 | "metadata": { | |
229 | "collapsed": false |
|
240 | "collapsed": false | |
230 | }, |
|
241 | }, | |
231 | "outputs": [ |
|
242 | "outputs": [ | |
232 | { |
|
243 | { | |
233 | "name": "stdout", |
|
244 | "name": "stdout", | |
234 | "output_type": "stream", |
|
245 | "output_type": "stream", | |
235 | "text": [ |
|
246 | "text": [ | |
236 |
"100 loops, best of 3: |
|
247 | "100 loops, best of 3: 7.4 ms per loop\n" | |
237 | ] |
|
248 | ] | |
238 | } |
|
249 | } | |
239 | ], |
|
250 | ], | |
240 | "source": [ |
|
251 | "source": [ | |
241 | "%%timeit a = np.random.rand(100, 100)\n", |
|
252 | "%%timeit a = np.random.rand(100, 100)\n", | |
242 | "np.linalg.eigvals(a)" |
|
253 | "np.linalg.eigvals(a)" | |
243 | ] |
|
254 | ] | |
244 | }, |
|
255 | }, | |
245 | { |
|
256 | { | |
246 | "cell_type": "markdown", |
|
257 | "cell_type": "markdown", | |
247 | "metadata": {}, |
|
258 | "metadata": {}, | |
248 | "source": [ |
|
259 | "source": [ | |
249 | "The `%%capture` magic can be used to capture the stdout/err of any block of python code, either to discard it (if it's noise to you) or to store it in a variable for later use:" |
|
260 | "The `%%capture` magic can be used to capture the stdout/err of any block of python code, either to discard it (if it's noise to you) or to store it in a variable for later use:" | |
250 | ] |
|
261 | ] | |
251 | }, |
|
262 | }, | |
252 | { |
|
263 | { | |
253 | "cell_type": "code", |
|
264 | "cell_type": "code", | |
254 | "execution_count": 5, |
|
265 | "execution_count": 5, | |
255 | "metadata": { |
|
266 | "metadata": { | |
256 | "collapsed": false |
|
267 | "collapsed": false | |
257 | }, |
|
268 | }, | |
258 | "outputs": [], |
|
269 | "outputs": [], | |
259 | "source": [ |
|
270 | "source": [ | |
260 | "%%capture capt\n", |
|
271 | "%%capture capt\n", | |
261 | "from __future__ import print_function\n", |
|
272 | "from __future__ import print_function\n", | |
262 | "import sys\n", |
|
273 | "import sys\n", | |
263 | "print('Hello stdout')\n", |
|
274 | "print('Hello stdout')\n", | |
264 | "print('and stderr', file=sys.stderr)" |
|
275 | "print('and stderr', file=sys.stderr)" | |
265 | ] |
|
276 | ] | |
266 | }, |
|
277 | }, | |
267 | { |
|
278 | { | |
268 | "cell_type": "code", |
|
279 | "cell_type": "code", | |
269 | "execution_count": 6, |
|
280 | "execution_count": 6, | |
270 | "metadata": { |
|
281 | "metadata": { | |
271 | "collapsed": false |
|
282 | "collapsed": false | |
272 | }, |
|
283 | }, | |
273 | "outputs": [ |
|
284 | "outputs": [ | |
274 | { |
|
285 | { | |
275 | "data": { |
|
286 | "data": { | |
276 | "text/plain": [ |
|
287 | "text/plain": [ | |
277 | "('Hello stdout\\n', 'and stderr\\n')" |
|
288 | "('Hello stdout\\n', 'and stderr\\n')" | |
278 | ] |
|
289 | ] | |
279 | }, |
|
290 | }, | |
280 | "execution_count": 6, |
|
291 | "execution_count": 6, | |
281 | "metadata": {}, |
|
292 | "metadata": {}, | |
282 | "output_type": "execute_result" |
|
293 | "output_type": "execute_result" | |
283 | } |
|
294 | } | |
284 | ], |
|
295 | ], | |
285 | "source": [ |
|
296 | "source": [ | |
286 | "capt.stdout, capt.stderr" |
|
297 | "capt.stdout, capt.stderr" | |
287 | ] |
|
298 | ] | |
288 | }, |
|
299 | }, | |
289 | { |
|
300 | { | |
290 | "cell_type": "code", |
|
301 | "cell_type": "code", | |
291 | "execution_count": 7, |
|
302 | "execution_count": 7, | |
292 | "metadata": { |
|
303 | "metadata": { | |
293 | "collapsed": false |
|
304 | "collapsed": false | |
294 | }, |
|
305 | }, | |
295 | "outputs": [ |
|
306 | "outputs": [ | |
296 | { |
|
307 | { | |
297 | "name": "stdout", |
|
308 | "name": "stdout", | |
298 | "output_type": "stream", |
|
309 | "output_type": "stream", | |
299 | "text": [ |
|
310 | "text": [ | |
300 | "Hello stdout\n" |
|
311 | "Hello stdout\n" | |
301 | ] |
|
312 | ] | |
302 | }, |
|
313 | }, | |
303 | { |
|
314 | { | |
304 | "name": "stderr", |
|
315 | "name": "stderr", | |
305 | "output_type": "stream", |
|
316 | "output_type": "stream", | |
306 | "text": [ |
|
317 | "text": [ | |
307 | "and stderr\n" |
|
318 | "and stderr\n" | |
308 | ] |
|
319 | ] | |
309 | } |
|
320 | } | |
310 | ], |
|
321 | ], | |
311 | "source": [ |
|
322 | "source": [ | |
312 | "capt.show()" |
|
323 | "capt.show()" | |
313 | ] |
|
324 | ] | |
314 | }, |
|
325 | }, | |
315 | { |
|
326 | { | |
316 | "cell_type": "markdown", |
|
327 | "cell_type": "markdown", | |
317 | "metadata": {}, |
|
328 | "metadata": {}, | |
318 | "source": [ |
|
329 | "source": [ | |
319 | "The `%%writefile` magic is a very useful tool that writes the cell contents as a named file:" |
|
330 | "The `%%writefile` magic is a very useful tool that writes the cell contents as a named file:" | |
320 | ] |
|
331 | ] | |
321 | }, |
|
332 | }, | |
322 | { |
|
333 | { | |
323 | "cell_type": "code", |
|
334 | "cell_type": "code", | |
324 | "execution_count": 8, |
|
335 | "execution_count": 8, | |
325 | "metadata": { |
|
336 | "metadata": { | |
326 | "collapsed": false |
|
337 | "collapsed": false | |
327 | }, |
|
338 | }, | |
328 | "outputs": [ |
|
339 | "outputs": [ | |
329 | { |
|
340 | { | |
330 | "name": "stdout", |
|
341 | "name": "stdout", | |
331 | "output_type": "stream", |
|
342 | "output_type": "stream", | |
332 | "text": [ |
|
343 | "text": [ | |
333 | "Writing foo.py\n" |
|
344 | "Writing foo.py\n" | |
334 | ] |
|
345 | ] | |
335 | } |
|
346 | } | |
336 | ], |
|
347 | ], | |
337 | "source": [ |
|
348 | "source": [ | |
338 | "%%writefile foo.py\n", |
|
349 | "%%writefile foo.py\n", | |
339 | "print('Hello world')" |
|
350 | "print('Hello world')" | |
340 | ] |
|
351 | ] | |
341 | }, |
|
352 | }, | |
342 | { |
|
353 | { | |
343 | "cell_type": "code", |
|
354 | "cell_type": "code", | |
344 | "execution_count": 9, |
|
355 | "execution_count": 9, | |
345 | "metadata": { |
|
356 | "metadata": { | |
346 | "collapsed": false |
|
357 | "collapsed": false | |
347 | }, |
|
358 | }, | |
348 | "outputs": [ |
|
359 | "outputs": [ | |
349 | { |
|
360 | { | |
350 | "name": "stdout", |
|
361 | "name": "stdout", | |
351 | "output_type": "stream", |
|
362 | "output_type": "stream", | |
352 | "text": [ |
|
363 | "text": [ | |
353 | "Hello world\n" |
|
364 | "Hello world\n" | |
354 | ] |
|
365 | ] | |
355 | } |
|
366 | } | |
356 | ], |
|
367 | ], | |
357 | "source": [ |
|
368 | "source": [ | |
358 | "%run foo" |
|
369 | "%run foo" | |
359 | ] |
|
370 | ] | |
360 | }, |
|
371 | }, | |
361 | { |
|
372 | { | |
362 | "cell_type": "markdown", |
|
373 | "cell_type": "markdown", | |
363 | "metadata": {}, |
|
374 | "metadata": {}, | |
364 | "source": [ |
|
375 | "source": [ | |
365 | "## <!--====--> Magics for running code under other interpreters" |
|
376 | "## <!--====--> Magics for running code under other interpreters" | |
366 | ] |
|
377 | ] | |
367 | }, |
|
378 | }, | |
368 | { |
|
379 | { | |
369 | "cell_type": "markdown", |
|
380 | "cell_type": "markdown", | |
370 | "metadata": {}, |
|
381 | "metadata": {}, | |
371 | "source": [ |
|
382 | "source": [ | |
372 | "IPython has a `%%script` cell magic, which lets you run a cell in\n", |
|
383 | "IPython has a `%%script` cell magic, which lets you run a cell in\n", | |
373 | "a subprocess of any interpreter on your system, such as: bash, ruby, perl, zsh, R, etc.\n", |
|
384 | "a subprocess of any interpreter on your system, such as: bash, ruby, perl, zsh, R, etc.\n", | |
374 | "\n", |
|
385 | "\n", | |
375 | "It can even be a script of your own, which expects input on stdin." |
|
386 | "It can even be a script of your own, which expects input on stdin." | |
376 | ] |
|
387 | ] | |
377 | }, |
|
388 | }, | |
378 | { |
|
389 | { | |
379 | "cell_type": "markdown", |
|
390 | "cell_type": "markdown", | |
380 | "metadata": {}, |
|
391 | "metadata": {}, | |
381 | "source": [ |
|
392 | "source": [ | |
382 | "To use it, simply pass a path or shell command to the program you want to run on the `%%script` line,\n", |
|
393 | "To use it, simply pass a path or shell command to the program you want to run on the `%%script` line,\n", | |
383 | "and the rest of the cell will be run by that script, and stdout/err from the subprocess are captured and displayed." |
|
394 | "and the rest of the cell will be run by that script, and stdout/err from the subprocess are captured and displayed." | |
384 | ] |
|
395 | ] | |
385 | }, |
|
396 | }, | |
386 | { |
|
397 | { | |
387 | "cell_type": "code", |
|
398 | "cell_type": "code", | |
388 | "execution_count": 10, |
|
399 | "execution_count": 10, | |
389 | "metadata": { |
|
400 | "metadata": { | |
390 | "collapsed": false |
|
401 | "collapsed": false | |
391 | }, |
|
402 | }, | |
392 | "outputs": [ |
|
403 | "outputs": [ | |
393 | { |
|
404 | { | |
394 | "name": "stdout", |
|
405 | "name": "stdout", | |
395 | "output_type": "stream", |
|
406 | "output_type": "stream", | |
396 | "text": [ |
|
407 | "text": [ | |
397 |
"hello from Python 2.7. |
|
408 | "hello from Python 2.7.9 (default, Jan 29 2015, 06:27:40) \n", | |
398 |
"[GCC 4.2.1 Compatible Apple |
|
409 | "[GCC 4.2.1 Compatible Apple LLVM 6.0 (clang-600.0.56)]\n" | |
399 | ] |
|
410 | ] | |
400 | } |
|
411 | } | |
401 | ], |
|
412 | ], | |
402 | "source": [ |
|
413 | "source": [ | |
403 | "%%script python\n", |
|
414 | "%%script python2\n", | |
404 | "import sys\n", |
|
415 | "import sys\n", | |
405 | "print 'hello from Python %s' % sys.version" |
|
416 | "print 'hello from Python %s' % sys.version" | |
406 | ] |
|
417 | ] | |
407 | }, |
|
418 | }, | |
408 | { |
|
419 | { | |
409 | "cell_type": "code", |
|
420 | "cell_type": "code", | |
410 | "execution_count": 11, |
|
421 | "execution_count": 11, | |
411 | "metadata": { |
|
422 | "metadata": { | |
412 | "collapsed": false |
|
423 | "collapsed": false | |
413 | }, |
|
424 | }, | |
414 | "outputs": [ |
|
425 | "outputs": [ | |
415 | { |
|
426 | { | |
416 | "name": "stdout", |
|
427 | "name": "stdout", | |
417 | "output_type": "stream", |
|
428 | "output_type": "stream", | |
418 | "text": [ |
|
429 | "text": [ | |
419 | "hello from Python: 3.3.1 (v3.3.1:d9893d13c628, Apr 6 2013, 11:07:11) \n", |
|
430 | "hello from Python: 3.4.2 |Continuum Analytics, Inc.| (default, Oct 21 2014, 17:42:20) \n", | |
420 |
"[GCC 4.2.1 (Apple Inc. build 5 |
|
431 | "[GCC 4.2.1 (Apple Inc. build 5577)]\n" | |
421 | ] |
|
432 | ] | |
422 | } |
|
433 | } | |
423 | ], |
|
434 | ], | |
424 | "source": [ |
|
435 | "source": [ | |
425 | "%%script python3\n", |
|
436 | "%%script python3\n", | |
426 | "import sys\n", |
|
437 | "import sys\n", | |
427 | "print('hello from Python: %s' % sys.version)" |
|
438 | "print('hello from Python: %s' % sys.version)" | |
428 | ] |
|
439 | ] | |
429 | }, |
|
440 | }, | |
430 | { |
|
441 | { | |
431 | "cell_type": "markdown", |
|
442 | "cell_type": "markdown", | |
432 | "metadata": {}, |
|
443 | "metadata": {}, | |
433 | "source": [ |
|
444 | "source": [ | |
434 | "IPython also creates aliases for a few common interpreters, such as bash, ruby, perl, etc.\n", |
|
445 | "IPython also creates aliases for a few common interpreters, such as bash, ruby, perl, etc.\n", | |
435 | "\n", |
|
446 | "\n", | |
436 | "These are all equivalent to `%%script <name>`" |
|
447 | "These are all equivalent to `%%script <name>`" | |
437 | ] |
|
448 | ] | |
438 | }, |
|
449 | }, | |
439 | { |
|
450 | { | |
440 | "cell_type": "code", |
|
451 | "cell_type": "code", | |
441 | "execution_count": 12, |
|
452 | "execution_count": 12, | |
442 | "metadata": { |
|
453 | "metadata": { | |
443 | "collapsed": false |
|
454 | "collapsed": false | |
444 | }, |
|
455 | }, | |
445 | "outputs": [ |
|
456 | "outputs": [ | |
446 | { |
|
457 | { | |
447 | "name": "stdout", |
|
458 | "name": "stdout", | |
448 | "output_type": "stream", |
|
459 | "output_type": "stream", | |
449 | "text": [ |
|
460 | "text": [ | |
450 |
"Hello from Ruby |
|
461 | "Hello from Ruby 2.0.0\n" | |
451 | ] |
|
462 | ] | |
452 | } |
|
463 | } | |
453 | ], |
|
464 | ], | |
454 | "source": [ |
|
465 | "source": [ | |
455 | "%%ruby\n", |
|
466 | "%%ruby\n", | |
456 | "puts \"Hello from Ruby #{RUBY_VERSION}\"" |
|
467 | "puts \"Hello from Ruby #{RUBY_VERSION}\"" | |
457 | ] |
|
468 | ] | |
458 | }, |
|
469 | }, | |
459 | { |
|
470 | { | |
460 | "cell_type": "code", |
|
471 | "cell_type": "code", | |
461 | "execution_count": 13, |
|
472 | "execution_count": 13, | |
462 | "metadata": { |
|
473 | "metadata": { | |
463 | "collapsed": false |
|
474 | "collapsed": false | |
464 | }, |
|
475 | }, | |
465 | "outputs": [ |
|
476 | "outputs": [ | |
466 | { |
|
477 | { | |
467 | "name": "stdout", |
|
478 | "name": "stdout", | |
468 | "output_type": "stream", |
|
479 | "output_type": "stream", | |
469 | "text": [ |
|
480 | "text": [ | |
470 | "hello from /usr/local/bin/bash\n" |
|
481 | "hello from /usr/local/bin/bash\n" | |
471 | ] |
|
482 | ] | |
472 | } |
|
483 | } | |
473 | ], |
|
484 | ], | |
474 | "source": [ |
|
485 | "source": [ | |
475 | "%%bash\n", |
|
486 | "%%bash\n", | |
476 | "echo \"hello from $BASH\"" |
|
487 | "echo \"hello from $BASH\"" | |
477 | ] |
|
488 | ] | |
478 | }, |
|
489 | }, | |
479 | { |
|
490 | { | |
480 | "cell_type": "markdown", |
|
491 | "cell_type": "markdown", | |
481 | "metadata": {}, |
|
492 | "metadata": {}, | |
482 | "source": [ |
|
493 | "source": [ | |
483 | "## Exercise: write your own script that numbers input lines" |
|
|||
484 | ] |
|
|||
485 | }, |
|
|||
486 | { |
|
|||
487 | "cell_type": "markdown", |
|
|||
488 | "metadata": {}, |
|
|||
489 | "source": [ |
|
|||
490 | "Write a file, called `lnum.py`, such that the following cell works as shown (hint: don't forget about the executable bit!): " |
|
|||
491 | ] |
|
|||
492 | }, |
|
|||
493 | { |
|
|||
494 | "cell_type": "code", |
|
|||
495 | "execution_count": 29, |
|
|||
496 | "metadata": { |
|
|||
497 | "collapsed": false |
|
|||
498 | }, |
|
|||
499 | "outputs": [ |
|
|||
500 | { |
|
|||
501 | "name": "stdout", |
|
|||
502 | "output_type": "stream", |
|
|||
503 | "text": [ |
|
|||
504 | "0: my first line\n", |
|
|||
505 | "1: my second\n", |
|
|||
506 | "2: more\n", |
|
|||
507 | "---- END ----\n" |
|
|||
508 | ] |
|
|||
509 | } |
|
|||
510 | ], |
|
|||
511 | "source": [ |
|
|||
512 | "%%script ./lnum.py\n", |
|
|||
513 | "my first line\n", |
|
|||
514 | "my second\n", |
|
|||
515 | "more" |
|
|||
516 | ] |
|
|||
517 | }, |
|
|||
518 | { |
|
|||
519 | "cell_type": "markdown", |
|
|||
520 | "metadata": {}, |
|
|||
521 | "source": [ |
|
|||
522 | "## Capturing output" |
|
494 | "## Capturing output" | |
523 | ] |
|
495 | ] | |
524 | }, |
|
496 | }, | |
525 | { |
|
497 | { | |
526 | "cell_type": "markdown", |
|
498 | "cell_type": "markdown", | |
527 | "metadata": {}, |
|
499 | "metadata": {}, | |
528 | "source": [ |
|
500 | "source": [ | |
529 | "You can also capture stdout/err from these subprocesses into Python variables, instead of letting them go directly to stdout/err" |
|
501 | "You can also capture stdout/err from these subprocesses into Python variables, instead of letting them go directly to stdout/err" | |
530 | ] |
|
502 | ] | |
531 | }, |
|
503 | }, | |
532 | { |
|
504 | { | |
533 | "cell_type": "code", |
|
505 | "cell_type": "code", | |
534 |
"execution_count": |
|
506 | "execution_count": 14, | |
535 | "metadata": { |
|
507 | "metadata": { | |
536 | "collapsed": false |
|
508 | "collapsed": false | |
537 | }, |
|
509 | }, | |
538 | "outputs": [ |
|
510 | "outputs": [ | |
539 | { |
|
511 | { | |
540 | "name": "stdout", |
|
512 | "name": "stdout", | |
541 | "output_type": "stream", |
|
513 | "output_type": "stream", | |
542 | "text": [ |
|
514 | "text": [ | |
543 | "hi, stdout\n" |
|
515 | "hi, stdout\n" | |
544 | ] |
|
516 | ] | |
545 | }, |
|
517 | }, | |
546 | { |
|
518 | { | |
547 | "name": "stderr", |
|
519 | "name": "stderr", | |
548 | "output_type": "stream", |
|
520 | "output_type": "stream", | |
549 | "text": [ |
|
521 | "text": [ | |
550 | "hello, stderr\n" |
|
522 | "hello, stderr\n" | |
551 | ] |
|
523 | ] | |
552 | } |
|
524 | } | |
553 | ], |
|
525 | ], | |
554 | "source": [ |
|
526 | "source": [ | |
555 | "%%bash\n", |
|
527 | "%%bash\n", | |
556 | "echo \"hi, stdout\"\n", |
|
528 | "echo \"hi, stdout\"\n", | |
557 | "echo \"hello, stderr\" >&2\n" |
|
529 | "echo \"hello, stderr\" >&2\n" | |
558 | ] |
|
530 | ] | |
559 | }, |
|
531 | }, | |
560 | { |
|
532 | { | |
561 | "cell_type": "code", |
|
533 | "cell_type": "code", | |
562 |
"execution_count": |
|
534 | "execution_count": 15, | |
563 | "metadata": { |
|
535 | "metadata": { | |
564 | "collapsed": false |
|
536 | "collapsed": false | |
565 | }, |
|
537 | }, | |
566 | "outputs": [], |
|
538 | "outputs": [], | |
567 | "source": [ |
|
539 | "source": [ | |
568 | "%%bash --out output --err error\n", |
|
540 | "%%bash --out output --err error\n", | |
569 | "echo \"hi, stdout\"\n", |
|
541 | "echo \"hi, stdout\"\n", | |
570 | "echo \"hello, stderr\" >&2" |
|
542 | "echo \"hello, stderr\" >&2" | |
571 | ] |
|
543 | ] | |
572 | }, |
|
544 | }, | |
573 | { |
|
545 | { | |
574 | "cell_type": "code", |
|
546 | "cell_type": "code", | |
575 |
"execution_count": |
|
547 | "execution_count": 16, | |
576 | "metadata": { |
|
548 | "metadata": { | |
577 | "collapsed": false |
|
549 | "collapsed": false | |
578 | }, |
|
550 | }, | |
579 | "outputs": [ |
|
551 | "outputs": [ | |
580 | { |
|
552 | { | |
581 | "name": "stdout", |
|
553 | "name": "stdout", | |
582 | "output_type": "stream", |
|
554 | "output_type": "stream", | |
583 | "text": [ |
|
555 | "text": [ | |
584 | "hello, stderr\n", |
|
556 | "hello, stderr\n", | |
585 | "\n", |
|
557 | "\n", | |
586 | "hi, stdout\n", |
|
558 | "hi, stdout\n", | |
587 | "\n" |
|
559 | "\n" | |
588 | ] |
|
560 | ] | |
589 | } |
|
561 | } | |
590 | ], |
|
562 | ], | |
591 | "source": [ |
|
563 | "source": [ | |
592 | "print(error)\n", |
|
564 | "print(error)\n", | |
593 | "print(output)" |
|
565 | "print(output)" | |
594 | ] |
|
566 | ] | |
595 | }, |
|
567 | }, | |
596 | { |
|
568 | { | |
597 | "cell_type": "markdown", |
|
569 | "cell_type": "markdown", | |
598 | "metadata": {}, |
|
570 | "metadata": {}, | |
599 | "source": [ |
|
571 | "source": [ | |
600 | "## Background Scripts" |
|
572 | "## Background Scripts" | |
601 | ] |
|
573 | ] | |
602 | }, |
|
574 | }, | |
603 | { |
|
575 | { | |
604 | "cell_type": "markdown", |
|
576 | "cell_type": "markdown", | |
605 | "metadata": {}, |
|
577 | "metadata": {}, | |
606 | "source": [ |
|
578 | "source": [ | |
607 | "These scripts can be run in the background, by adding the `--bg` flag.\n", |
|
579 | "These scripts can be run in the background, by adding the `--bg` flag.\n", | |
608 | "\n", |
|
580 | "\n", | |
609 | "When you do this, output is discarded unless you use the `--out/err`\n", |
|
581 | "When you do this, output is discarded unless you use the `--out/err`\n", | |
610 | "flags to store output as above." |
|
582 | "flags to store output as above." | |
611 | ] |
|
583 | ] | |
612 | }, |
|
584 | }, | |
613 | { |
|
585 | { | |
614 | "cell_type": "code", |
|
586 | "cell_type": "code", | |
615 |
"execution_count": |
|
587 | "execution_count": 17, | |
616 | "metadata": { |
|
588 | "metadata": { | |
617 | "collapsed": false |
|
589 | "collapsed": false | |
618 | }, |
|
590 | }, | |
619 | "outputs": [ |
|
591 | "outputs": [ | |
620 | { |
|
592 | { | |
621 | "name": "stdout", |
|
593 | "name": "stdout", | |
622 | "output_type": "stream", |
|
594 | "output_type": "stream", | |
623 | "text": [ |
|
595 | "text": [ | |
624 | "Starting job # 0 in a separate thread.\n" |
|
596 | "Starting job # 0 in a separate thread.\n" | |
625 | ] |
|
597 | ] | |
626 | } |
|
598 | } | |
627 | ], |
|
599 | ], | |
628 | "source": [ |
|
600 | "source": [ | |
629 | "%%ruby --bg --out ruby_lines\n", |
|
601 | "%%ruby --bg --out ruby_lines\n", | |
630 | "for n in 1...10\n", |
|
602 | "for n in 1...10\n", | |
631 | " sleep 1\n", |
|
603 | " sleep 1\n", | |
632 | " puts \"line #{n}\"\n", |
|
604 | " puts \"line #{n}\"\n", | |
633 | " STDOUT.flush\n", |
|
605 | " STDOUT.flush\n", | |
634 | "end" |
|
606 | "end" | |
635 | ] |
|
607 | ] | |
636 | }, |
|
608 | }, | |
637 | { |
|
609 | { | |
638 | "cell_type": "markdown", |
|
610 | "cell_type": "markdown", | |
639 | "metadata": {}, |
|
611 | "metadata": {}, | |
640 | "source": [ |
|
612 | "source": [ | |
641 | "When you do store output of a background thread, these are the stdout/err *pipes*,\n", |
|
613 | "When you do store output of a background thread, these are the stdout/err *pipes*,\n", | |
642 | "rather than the text of the output." |
|
614 | "rather than the text of the output." | |
643 | ] |
|
615 | ] | |
644 | }, |
|
616 | }, | |
645 | { |
|
617 | { | |
646 | "cell_type": "code", |
|
618 | "cell_type": "code", | |
647 |
"execution_count": |
|
619 | "execution_count": 18, | |
648 | "metadata": { |
|
620 | "metadata": { | |
649 | "collapsed": false |
|
621 | "collapsed": false | |
650 | }, |
|
622 | }, | |
651 | "outputs": [ |
|
623 | "outputs": [ | |
652 | { |
|
624 | { | |
653 | "data": { |
|
625 | "data": { | |
654 | "text/plain": [ |
|
626 | "text/plain": [ | |
655 | "<open file '<fdopen>', mode 'rb' at 0x112cd55d0>" |
|
627 | "<_io.BufferedReader name=52>" | |
656 | ] |
|
628 | ] | |
657 | }, |
|
629 | }, | |
658 |
"execution_count": |
|
630 | "execution_count": 18, | |
659 | "metadata": {}, |
|
631 | "metadata": {}, | |
660 | "output_type": "execute_result" |
|
632 | "output_type": "execute_result" | |
661 | } |
|
633 | } | |
662 | ], |
|
634 | ], | |
663 | "source": [ |
|
635 | "source": [ | |
664 | "ruby_lines" |
|
636 | "ruby_lines" | |
665 | ] |
|
637 | ] | |
666 | }, |
|
638 | }, | |
667 | { |
|
639 | { | |
668 | "cell_type": "code", |
|
640 | "cell_type": "code", | |
669 |
"execution_count": |
|
641 | "execution_count": 19, | |
670 | "metadata": { |
|
642 | "metadata": { | |
671 | "collapsed": false |
|
643 | "collapsed": false | |
672 | }, |
|
644 | }, | |
673 | "outputs": [ |
|
645 | "outputs": [ | |
674 | { |
|
646 | { | |
675 | "name": "stdout", |
|
647 | "name": "stdout", | |
676 | "output_type": "stream", |
|
648 | "output_type": "stream", | |
677 | "text": [ |
|
649 | "text": [ | |
678 | "line 1\n", |
|
650 | "line 1\n", | |
679 | "line 2\n", |
|
651 | "line 2\n", | |
680 | "line 3\n", |
|
652 | "line 3\n", | |
681 | "line 4\n", |
|
653 | "line 4\n", | |
682 | "line 5\n", |
|
654 | "line 5\n", | |
683 | "line 6\n", |
|
655 | "line 6\n", | |
684 | "line 7\n", |
|
656 | "line 7\n", | |
685 | "line 8\n", |
|
657 | "line 8\n", | |
686 | "line 9\n", |
|
658 | "line 9\n", | |
687 | "\n" |
|
659 | "\n" | |
688 | ] |
|
660 | ] | |
689 | } |
|
661 | } | |
690 | ], |
|
662 | ], | |
691 | "source": [ |
|
663 | "source": [ | |
692 | "print(ruby_lines.read())" |
|
664 | "print(ruby_lines.read().decode('utf8'))" | |
693 | ] |
|
665 | ] | |
694 | } |
|
666 | } | |
695 | ], |
|
667 | ], | |
696 | "metadata": { |
|
668 | "metadata": { | |
697 | "kernelspec": { |
|
669 | "kernelspec": { | |
698 | "display_name": "Python 3", |
|
670 | "display_name": "Python 3", | |
699 | "language": "python", |
|
671 | "language": "python", | |
700 | "name": "python3" |
|
672 | "name": "python3" | |
701 | }, |
|
673 | }, | |
702 | "language_info": { |
|
674 | "language_info": { | |
703 | "codemirror_mode": { |
|
675 | "codemirror_mode": { | |
704 | "name": "ipython", |
|
676 | "name": "ipython", | |
705 | "version": 3 |
|
677 | "version": 3 | |
706 | }, |
|
678 | }, | |
707 | "file_extension": ".py", |
|
679 | "file_extension": ".py", | |
708 | "mimetype": "text/x-python", |
|
680 | "mimetype": "text/x-python", | |
709 | "name": "python", |
|
681 | "name": "python", | |
710 | "nbconvert_exporter": "python", |
|
682 | "nbconvert_exporter": "python", | |
711 | "pygments_lexer": "ipython3", |
|
683 | "pygments_lexer": "ipython3", | |
712 | "version": "3.4.2" |
|
684 | "version": "3.4.2" | |
713 | } |
|
685 | } | |
714 | }, |
|
686 | }, | |
715 | "nbformat": 4, |
|
687 | "nbformat": 4, | |
716 | "nbformat_minor": 0 |
|
688 | "nbformat_minor": 0 | |
717 | } |
|
689 | } |
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@@ -1,1341 +1,1556 b'' | |||||
1 | { |
|
1 | { | |
2 | "cells": [ |
|
2 | "cells": [ | |
3 | { |
|
3 | { | |
4 | "cell_type": "markdown", |
|
4 | "cell_type": "markdown", | |
5 | "metadata": {}, |
|
5 | "metadata": {}, | |
6 | "source": [ |
|
6 | "source": [ | |
7 | "# Custom Display Logic" |
|
7 | "# Custom Display Logic" | |
8 | ] |
|
8 | ] | |
9 | }, |
|
9 | }, | |
10 | { |
|
10 | { | |
11 | "cell_type": "markdown", |
|
11 | "cell_type": "markdown", | |
12 | "metadata": {}, |
|
12 | "metadata": {}, | |
13 | "source": [ |
|
13 | "source": [ | |
14 | "## Overview" |
|
14 | "## Overview" | |
15 | ] |
|
15 | ] | |
16 | }, |
|
16 | }, | |
17 | { |
|
17 | { | |
18 | "cell_type": "markdown", |
|
18 | "cell_type": "markdown", | |
19 | "metadata": {}, |
|
19 | "metadata": {}, | |
20 | "source": [ |
|
20 | "source": [ | |
21 | "As described in the [Rich Output](Rich Output.ipynb) tutorial, the IPython display system can display rich representations of objects in the following formats:\n", |
|
21 | "As described in the [Rich Output](Rich Output.ipynb) tutorial, the IPython display system can display rich representations of objects in the following formats:\n", | |
22 | "\n", |
|
22 | "\n", | |
23 | "* JavaScript\n", |
|
23 | "* JavaScript\n", | |
24 | "* HTML\n", |
|
24 | "* HTML\n", | |
25 | "* PNG\n", |
|
25 | "* PNG\n", | |
26 | "* JPEG\n", |
|
26 | "* JPEG\n", | |
27 | "* SVG\n", |
|
27 | "* SVG\n", | |
28 | "* LaTeX\n", |
|
28 | "* LaTeX\n", | |
29 | "* PDF\n", |
|
29 | "* PDF\n", | |
30 | "\n", |
|
30 | "\n", | |
31 | "This Notebook shows how you can add custom display logic to your own classes, so that they can be displayed using these rich representations. There are two ways of accomplishing this:\n", |
|
31 | "This Notebook shows how you can add custom display logic to your own classes, so that they can be displayed using these rich representations. There are two ways of accomplishing this:\n", | |
32 | "\n", |
|
32 | "\n", | |
33 | "1. Implementing special display methods such as `_repr_html_` when you define your class.\n", |
|
33 | "1. Implementing special display methods such as `_repr_html_` when you define your class.\n", | |
34 | "2. Registering a display function for a particular existing class.\n", |
|
34 | "2. Registering a display function for a particular existing class.\n", | |
35 | "\n", |
|
35 | "\n", | |
36 | "This Notebook describes and illustrates both approaches." |
|
36 | "This Notebook describes and illustrates both approaches." | |
37 | ] |
|
37 | ] | |
38 | }, |
|
38 | }, | |
39 | { |
|
39 | { | |
40 | "cell_type": "markdown", |
|
40 | "cell_type": "markdown", | |
41 | "metadata": {}, |
|
41 | "metadata": {}, | |
42 | "source": [ |
|
42 | "source": [ | |
43 | "Import the IPython display functions." |
|
43 | "Import the IPython display functions." | |
44 | ] |
|
44 | ] | |
45 | }, |
|
45 | }, | |
46 | { |
|
46 | { | |
47 | "cell_type": "code", |
|
47 | "cell_type": "code", | |
48 | "execution_count": 1, |
|
48 | "execution_count": 1, | |
49 | "metadata": { |
|
49 | "metadata": { | |
50 | "collapsed": false |
|
50 | "collapsed": false | |
51 | }, |
|
51 | }, | |
52 | "outputs": [], |
|
52 | "outputs": [], | |
53 | "source": [ |
|
53 | "source": [ | |
54 | "from IPython.display import (\n", |
|
54 | "from IPython.display import (\n", | |
55 | " display, display_html, display_png, display_svg\n", |
|
55 | " display, display_html, display_png, display_svg\n", | |
56 | ")" |
|
56 | ")" | |
57 | ] |
|
57 | ] | |
58 | }, |
|
58 | }, | |
59 | { |
|
59 | { | |
60 | "cell_type": "markdown", |
|
60 | "cell_type": "markdown", | |
61 | "metadata": {}, |
|
61 | "metadata": {}, | |
62 | "source": [ |
|
62 | "source": [ | |
63 | "Parts of this notebook need the matplotlib inline backend:" |
|
63 | "Parts of this notebook need the matplotlib inline backend:" | |
64 | ] |
|
64 | ] | |
65 | }, |
|
65 | }, | |
66 | { |
|
66 | { | |
67 | "cell_type": "code", |
|
67 | "cell_type": "code", | |
68 | "execution_count": 2, |
|
68 | "execution_count": 2, | |
69 | "metadata": { |
|
69 | "metadata": { | |
70 | "collapsed": false |
|
70 | "collapsed": false | |
71 | }, |
|
71 | }, | |
72 | "outputs": [], |
|
72 | "outputs": [], | |
73 | "source": [ |
|
73 | "source": [ | |
74 | "%matplotlib inline\n", |
|
74 | "%matplotlib inline\n", | |
75 | "import numpy as np\n", |
|
75 | "import numpy as np\n", | |
76 | "import matplotlib.pyplot as plt" |
|
76 | "import matplotlib.pyplot as plt" | |
77 | ] |
|
77 | ] | |
78 | }, |
|
78 | }, | |
79 | { |
|
79 | { | |
80 | "cell_type": "markdown", |
|
80 | "cell_type": "markdown", | |
81 | "metadata": {}, |
|
81 | "metadata": {}, | |
82 | "source": [ |
|
82 | "source": [ | |
83 | "## Special display methods" |
|
83 | "## Special display methods" | |
84 | ] |
|
84 | ] | |
85 | }, |
|
85 | }, | |
86 | { |
|
86 | { | |
87 | "cell_type": "markdown", |
|
87 | "cell_type": "markdown", | |
88 | "metadata": {}, |
|
88 | "metadata": {}, | |
89 | "source": [ |
|
89 | "source": [ | |
90 | "The main idea of the first approach is that you have to implement special display methods when you define your class, one for each representation you want to use. Here is a list of the names of the special methods and the values they must return:\n", |
|
90 | "The main idea of the first approach is that you have to implement special display methods when you define your class, one for each representation you want to use. Here is a list of the names of the special methods and the values they must return:\n", | |
91 | "\n", |
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91 | "\n", | |
92 | "* `_repr_html_`: return raw HTML as a string\n", |
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92 | "* `_repr_html_`: return raw HTML as a string\n", | |
93 |
"* `_repr_json_`: return |
|
93 | "* `_repr_json_`: return a JSONable dict\n", | |
94 | "* `_repr_jpeg_`: return raw JPEG data\n", |
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94 | "* `_repr_jpeg_`: return raw JPEG data\n", | |
95 | "* `_repr_png_`: return raw PNG data\n", |
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95 | "* `_repr_png_`: return raw PNG data\n", | |
96 | "* `_repr_svg_`: return raw SVG data as a string\n", |
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96 | "* `_repr_svg_`: return raw SVG data as a string\n", | |
97 | "* `_repr_latex_`: return LaTeX commands in a string surrounded by \"$\"." |
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97 | "* `_repr_latex_`: return LaTeX commands in a string surrounded by \"$\"." | |
98 | ] |
|
98 | ] | |
99 | }, |
|
99 | }, | |
100 | { |
|
100 | { | |
101 | "cell_type": "markdown", |
|
101 | "cell_type": "markdown", | |
102 | "metadata": {}, |
|
102 | "metadata": {}, | |
103 | "source": [ |
|
103 | "source": [ | |
104 | "As an illustration, we build a class that holds data generated by sampling a Gaussian distribution with given mean and standard deviation. Here is the definition of the `Gaussian` class, which has a custom PNG and LaTeX representation." |
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104 | "As an illustration, we build a class that holds data generated by sampling a Gaussian distribution with given mean and standard deviation. Here is the definition of the `Gaussian` class, which has a custom PNG and LaTeX representation." | |
105 | ] |
|
105 | ] | |
106 | }, |
|
106 | }, | |
107 | { |
|
107 | { | |
108 | "cell_type": "code", |
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108 | "cell_type": "code", | |
109 | "execution_count": 3, |
|
109 | "execution_count": 3, | |
110 | "metadata": { |
|
110 | "metadata": { | |
111 | "collapsed": false |
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111 | "collapsed": false | |
112 | }, |
|
112 | }, | |
113 | "outputs": [], |
|
113 | "outputs": [], | |
114 | "source": [ |
|
114 | "source": [ | |
115 | "from IPython.core.pylabtools import print_figure\n", |
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115 | "from IPython.core.pylabtools import print_figure\n", | |
116 | "from IPython.display import Image, SVG, Math\n", |
|
116 | "from IPython.display import Image, SVG, Math\n", | |
117 | "\n", |
|
117 | "\n", | |
118 | "class Gaussian(object):\n", |
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118 | "class Gaussian(object):\n", | |
119 | " \"\"\"A simple object holding data sampled from a Gaussian distribution.\n", |
|
119 | " \"\"\"A simple object holding data sampled from a Gaussian distribution.\n", | |
120 | " \"\"\"\n", |
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120 | " \"\"\"\n", | |
121 | " def __init__(self, mean=0.0, std=1, size=1000):\n", |
|
121 | " def __init__(self, mean=0.0, std=1, size=1000):\n", | |
122 | " self.data = np.random.normal(mean, std, size)\n", |
|
122 | " self.data = np.random.normal(mean, std, size)\n", | |
123 | " self.mean = mean\n", |
|
123 | " self.mean = mean\n", | |
124 | " self.std = std\n", |
|
124 | " self.std = std\n", | |
125 | " self.size = size\n", |
|
125 | " self.size = size\n", | |
126 | " # For caching plots that may be expensive to compute\n", |
|
126 | " # For caching plots that may be expensive to compute\n", | |
127 | " self._png_data = None\n", |
|
127 | " self._png_data = None\n", | |
128 | " \n", |
|
128 | " \n", | |
129 | " def _figure_data(self, format):\n", |
|
129 | " def _figure_data(self, format):\n", | |
130 | " fig, ax = plt.subplots()\n", |
|
130 | " fig, ax = plt.subplots()\n", | |
131 | " ax.hist(self.data, bins=50)\n", |
|
131 | " ax.hist(self.data, bins=50)\n", | |
132 | " ax.set_title(self._repr_latex_())\n", |
|
132 | " ax.set_title(self._repr_latex_())\n", | |
133 | " ax.set_xlim(-10.0,10.0)\n", |
|
133 | " ax.set_xlim(-10.0,10.0)\n", | |
134 | " data = print_figure(fig, format)\n", |
|
134 | " data = print_figure(fig, format)\n", | |
135 | " # We MUST close the figure, otherwise IPython's display machinery\n", |
|
135 | " # We MUST close the figure, otherwise IPython's display machinery\n", | |
136 | " # will pick it up and send it as output, resulting in a double display\n", |
|
136 | " # will pick it up and send it as output, resulting in a double display\n", | |
137 | " plt.close(fig)\n", |
|
137 | " plt.close(fig)\n", | |
138 | " return data\n", |
|
138 | " return data\n", | |
139 | " \n", |
|
139 | " \n", | |
140 | " def _repr_png_(self):\n", |
|
140 | " def _repr_png_(self):\n", | |
141 | " if self._png_data is None:\n", |
|
141 | " if self._png_data is None:\n", | |
142 | " self._png_data = self._figure_data('png')\n", |
|
142 | " self._png_data = self._figure_data('png')\n", | |
143 | " return self._png_data\n", |
|
143 | " return self._png_data\n", | |
144 | " \n", |
|
144 | " \n", | |
145 | " def _repr_latex_(self):\n", |
|
145 | " def _repr_latex_(self):\n", | |
146 | " return r'$\\mathcal{N}(\\mu=%.2g, \\sigma=%.2g),\\ N=%d$' % (self.mean,\n", |
|
146 | " return r'$\\mathcal{N}(\\mu=%.2g, \\sigma=%.2g),\\ N=%d$' % (self.mean,\n", | |
147 | " self.std, self.size)" |
|
147 | " self.std, self.size)" | |
148 | ] |
|
148 | ] | |
149 | }, |
|
149 | }, | |
150 | { |
|
150 | { | |
151 | "cell_type": "markdown", |
|
151 | "cell_type": "markdown", | |
152 | "metadata": {}, |
|
152 | "metadata": {}, | |
153 | "source": [ |
|
153 | "source": [ | |
154 | "Create an instance of the Gaussian distribution and return it to display the default representation:" |
|
154 | "Create an instance of the Gaussian distribution and return it to display the default representation:" | |
155 | ] |
|
155 | ] | |
156 | }, |
|
156 | }, | |
157 | { |
|
157 | { | |
158 | "cell_type": "code", |
|
158 | "cell_type": "code", | |
159 | "execution_count": 4, |
|
159 | "execution_count": 4, | |
160 | "metadata": { |
|
160 | "metadata": { | |
161 | "collapsed": false |
|
161 | "collapsed": false | |
162 | }, |
|
162 | }, | |
163 | "outputs": [ |
|
163 | "outputs": [ | |
164 | { |
|
164 | { | |
165 | "data": { |
|
165 | "data": { | |
166 | "image/png": [ |
|
166 | "image/png": [ | |
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285 | "TGJCKE9Sa31trfUzxs2vS3LvLOth7ixtObU0IfS4W05BktRad9Zarxh///z8Q/iGT9JaO5xka631\n", | |||
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286 | "gvGhq5LcudI1pyJEDUnSWnsgyR/VWv9XknuS/FRrzfbvLPd/kry51vr2JI+21vbMuB7miC2nWKP7\n", | |||
|
287 | "klxVa92T5Pokr5ttOcyxpfnb1ya5ffw36Hmttd9e6SLbvgAAdPCwTQCADkIUAEAHIQoAoIMQBQDQ\n", | |||
|
288 | "QYgCAOggRAEAdBCiAAA6CFEAAB2EKACADv8fn0xUCxJB1sMAAAAASUVORK5CYII=\n" | |||
251 | ], |
|
289 | ], | |
252 | "text/latex": [ |
|
290 | "text/latex": [ | |
253 | "$\\mathcal{N}(\\mu=2, \\sigma=1),\\ N=1000$" |
|
291 | "$\\mathcal{N}(\\mu=2, \\sigma=1),\\ N=1000$" | |
254 | ], |
|
292 | ], | |
255 | "text/plain": [ |
|
293 | "text/plain": [ | |
256 |
"<__main__.Gaussian at 0x106 |
|
294 | "<__main__.Gaussian at 0x10665a4e0>" | |
257 | ] |
|
295 | ] | |
258 | }, |
|
296 | }, | |
259 | "execution_count": 4, |
|
297 | "execution_count": 4, | |
260 | "metadata": {}, |
|
298 | "metadata": {}, | |
261 | "output_type": "execute_result" |
|
299 | "output_type": "execute_result" | |
262 | } |
|
300 | } | |
263 | ], |
|
301 | ], | |
264 | "source": [ |
|
302 | "source": [ | |
265 | "x = Gaussian(2.0, 1.0)\n", |
|
303 | "x = Gaussian(2.0, 1.0)\n", | |
266 | "x" |
|
304 | "x" | |
267 | ] |
|
305 | ] | |
268 | }, |
|
306 | }, | |
269 | { |
|
307 | { | |
270 | "cell_type": "markdown", |
|
308 | "cell_type": "markdown", | |
271 | "metadata": {}, |
|
309 | "metadata": {}, | |
272 | "source": [ |
|
310 | "source": [ | |
273 | "You can also pass the object to the `display` function to display the default representation:" |
|
311 | "You can also pass the object to the `display` function to display the default representation:" | |
274 | ] |
|
312 | ] | |
275 | }, |
|
313 | }, | |
276 | { |
|
314 | { | |
277 | "cell_type": "code", |
|
315 | "cell_type": "code", | |
278 | "execution_count": 5, |
|
316 | "execution_count": 5, | |
279 | "metadata": { |
|
317 | "metadata": { | |
280 | "collapsed": false |
|
318 | "collapsed": false | |
281 | }, |
|
319 | }, | |
282 | "outputs": [ |
|
320 | "outputs": [ | |
283 | { |
|
321 | { | |
284 | "data": { |
|
322 | "data": { | |
285 | "image/png": [ |
|
323 | "image/png": [ | |
286 |
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422 | "gxAFANBBiAIA6CBEAQB0MLEcmLnlK/DOP+fsfTsvuvDq2VXEetu2dfOOO+59aM9Se6Xf8eTnwWeB\n", | |||
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423 | "eSZEATO3fAXe9bsWZlgN03Dg8NEtN67ydzz5efBZYJ4ZzgMA6CBEAQB0EKIAADoIUQAAHUwsB+CU\n", | |||
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426 | "KOCUWMvE3snJw9ftWjg4/eoA1s5wHgBAByEKAKCDEAUA0MGcKGDVDhw4sDXJxROHPn7uuee+d1b1\n", | |||
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427 | "AMySEMXcqLW+tLW2Z9Z1sKKFO/7sb+58919/9Owk+fov2P7+Z33ksXcurbo7/1lPe/biRx//4NLJ\n", | |||
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428 | "ttZgNSZXYyarX5G5/LrJz9vkatC/P/zYtmc84xnnr2fNkAhRzJeXJtkz4xo4gfv/5mPlf//Vwa1J\n", | |||
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429 | "svNzzjnyscePPbHq7rpdCwdvvHvf5y6da2sNVmNyNWay+hWZy6+b/LwtXw1qlSfT0B2iaq0/leQF\n", | |||
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430 | "Gc2r+v7W2t51qwoAYM51TSyvtb4iySdaay9O8sokP7muVQEAzLne1XkvS/JbSdJaO5jkz2qtz1m3\n", | |||
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431 | "qgAA5lzvcN55SR6ZaH9kfOyvTroiYK699LnnPvZZ55z90SR53qc9/WkPHzoy65IAZqIMw7Dmi2qt\n", | |||
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432 | "NyV5U2vtveP2Lya5qbX2/snz7rrrrrW/OADAjFx22WVltef23om6K8k3J3lvrXVbkouXB6i1FgIA\n", | |||
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433 | "sJF0zYlqrf1BktRa35HkLUl+cD2LAgCYd13DeQAAZzp75wEAdBCiAAA6CFEAAB2mtnderfUlSX43\n", | |||
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434 | "yZe21j48Pva9Sb4po/D2htbam6f1/mxMtdarM1qo8OHxoe9trb1ndhUxb2w5xVrUWh9NsvR/yFtb\n", | |||
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435 | "azfPsh7my/gJA29K8vbW2s211ouT3JLkWJL7k1zTWnvKyeNTCVG11s9O8m1J7k5Sxsd2JHlBa+1F\n", | |||
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436 | "tdbNSe6utb6ttfb306iBDWtI8uOttd+ddSHMn8ktp2qtn5rkzUkuPcFlnNn2ttYun3URzK2bMnrK\n", | |||
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437 | "wDPH7d1JrmitLdZar01yZZLbnuriqQzntdY+0Fr7tiSPZ/RHMUlemuS3x/1Hk/zXJDun8f5seD9Q\n", | |||
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438 | "a31XrXX3rAth7thyirX64lrrPbXWu2qtz551McyX1to1Sd6XJLXWrUkea60tjrtvS7JrpetP6k5U\n", | |||
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439 | "rfXzk/zsssMfaq1dfZzTz0vy3on20lYxnIGe6rOT5Dtba78xPufnaq0vX3ouGcSWU6zdc1trj9da\n", | |||
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440 | "vzrJG5JcNeuCmFvnJnl0ov1ITpBTTipEtdb+PMlqb5M+mmT7RPvTk/zFybw/G9cqPzu/l+TLkwhR\n", | |||
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441 | "LFn6f+Svx+3teXKogidprT0+/vquWuv2E53PGe1AnhyatufJoeqTnIrVeUtbv9yd5NVJUmv9lCSv\n", | |||
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442 | "TGJCKE9Sa31trfUzxs2vS3LvLOth7ixtObU0IfS4W05BktRad9Zarxh///z8Q/iGT9JaO5xka631\n", | |||
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443 | "gvGhq5LcudI1pyJEDUnSWnsgyR/VWv9XknuS/FRrzfbvLPd/kry51vr2JI+21vbMuB7miC2nWKP7\n", | |||
|
444 | "klxVa92T5Pokr5ttOcyxpfnb1ya5ffw36Hmttd9e6SLbvgAAdPCwTQCADkIUAEAHIQoAoIMQBQDQ\n", | |||
|
445 | "QYgCAOggRAEAdBCiAAA6CFEAAB2EKACADv8fn0xUCxJB1sMAAAAASUVORK5CYII=\n" | |||
370 | ], |
|
446 | ], | |
371 | "text/latex": [ |
|
447 | "text/latex": [ | |
372 | "$\\mathcal{N}(\\mu=2, \\sigma=1),\\ N=1000$" |
|
448 | "$\\mathcal{N}(\\mu=2, \\sigma=1),\\ N=1000$" | |
373 | ], |
|
449 | ], | |
374 | "text/plain": [ |
|
450 | "text/plain": [ | |
375 |
"<__main__.Gaussian at 0x106 |
|
451 | "<__main__.Gaussian at 0x10665a4e0>" | |
376 | ] |
|
452 | ] | |
377 | }, |
|
453 | }, | |
378 | "metadata": {}, |
|
454 | "metadata": {}, | |
379 | "output_type": "display_data" |
|
455 | "output_type": "display_data" | |
380 | } |
|
456 | } | |
381 | ], |
|
457 | ], | |
382 | "source": [ |
|
458 | "source": [ | |
383 | "display(x)" |
|
459 | "display(x)" | |
384 | ] |
|
460 | ] | |
385 | }, |
|
461 | }, | |
386 | { |
|
462 | { | |
387 | "cell_type": "markdown", |
|
463 | "cell_type": "markdown", | |
388 | "metadata": {}, |
|
464 | "metadata": {}, | |
389 | "source": [ |
|
465 | "source": [ | |
390 | "Use `display_png` to view the PNG representation:" |
|
466 | "Use `display_png` to view the PNG representation:" | |
391 | ] |
|
467 | ] | |
392 | }, |
|
468 | }, | |
393 | { |
|
469 | { | |
394 | "cell_type": "code", |
|
470 | "cell_type": "code", | |
395 | "execution_count": 6, |
|
471 | "execution_count": 6, | |
396 | "metadata": { |
|
472 | "metadata": { | |
397 | "collapsed": false |
|
473 | "collapsed": false | |
398 | }, |
|
474 | }, | |
399 | "outputs": [ |
|
475 | "outputs": [ | |
400 | { |
|
476 | { | |
401 | "data": { |
|
477 | "data": { | |
402 | "image/png": [ |
|
478 | "image/png": [ | |
403 |
"iVBORw0KGgoAAAANSUhEUgAAA |
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480 | "AAALEgAACxIB0t1+/AAAGsJJREFUeJzt3X2QndddH/DvsUQs5cXIRoCNA9mGGIR5Dy9KiBMnMmnq\n", | |
405 | "DXE6onbaBoownRG0tVUSOg63vxQY+8tRoVOQuTIOSq3QQGtNiGyr1SK0IfxqTBNNB2zuhUJoLogk\n", |
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481 | "BAbamjOdYIOBafEMGd4MocEGUrAbG1Sgw7sLwWAI5bhT6tC0abCN4rQlSjEhmVAbG1yRRHgTYgsp\n", | |
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482 | "xEKOlKd/3LvmeiOvdo/26t6VPp9/ds9znufe32rvaL/znHOeU4ZhCAAAa3PWrAsAANiIhCgAgA5C\n", | |
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487 | ] |
|
601 | ] | |
488 | }, |
|
602 | }, | |
489 | "metadata": {}, |
|
603 | "metadata": {}, | |
490 | "output_type": "display_data" |
|
604 | "output_type": "display_data" | |
491 | } |
|
605 | } | |
492 | ], |
|
606 | ], | |
493 | "source": [ |
|
607 | "source": [ | |
494 | "display_png(x)" |
|
608 | "display_png(x)" | |
495 | ] |
|
609 | ] | |
496 | }, |
|
610 | }, | |
497 | { |
|
611 | { | |
498 | "cell_type": "markdown", |
|
612 | "cell_type": "markdown", | |
499 | "metadata": {}, |
|
613 | "metadata": {}, | |
500 | "source": [ |
|
614 | "source": [ | |
501 | "<div class=\"alert alert-success\">\n", |
|
615 | "<div class=\"alert alert-success\">\n", | |
502 | "It is important to note a subtle different between <code>display</code> and <code>display_png</code>. The former computes <em>all</em> representations of the object, and lets the notebook UI decide which to display. The later only computes the PNG representation.\n", |
|
616 | "It is important to note a subtle different between <code>display</code> and <code>display_png</code>. The former computes <em>all</em> representations of the object, and lets the notebook UI decide which to display. The later only computes the PNG representation.\n", | |
503 | "</div>" |
|
617 | "</div>" | |
504 | ] |
|
618 | ] | |
505 | }, |
|
619 | }, | |
506 | { |
|
620 | { | |
507 | "cell_type": "markdown", |
|
621 | "cell_type": "markdown", | |
508 | "metadata": {}, |
|
622 | "metadata": {}, | |
509 | "source": [ |
|
623 | "source": [ | |
510 | "Create a new Gaussian with different parameters:" |
|
624 | "Create a new Gaussian with different parameters:" | |
511 | ] |
|
625 | ] | |
512 | }, |
|
626 | }, | |
513 | { |
|
627 | { | |
514 | "cell_type": "code", |
|
628 | "cell_type": "code", | |
515 | "execution_count": 7, |
|
629 | "execution_count": 7, | |
516 | "metadata": { |
|
630 | "metadata": { | |
517 | "collapsed": false |
|
631 | "collapsed": false | |
518 | }, |
|
632 | }, | |
519 | "outputs": [ |
|
633 | "outputs": [ | |
520 | { |
|
634 | { | |
521 | "data": { |
|
635 | "data": { | |
522 | "image/png": [ |
|
636 | "image/png": [ | |
523 |
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761 | "QCgAQCOCFQBAI4IVAEAjghUAQCOCFQBAI4IVAEAjghUAQCOCFQBAI4IVAEAj/x8Ld0kx4zM3zgAA\n", | |||
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762 | "AABJRU5ErkJggg==\n" | |||
613 | ], |
|
763 | ], | |
614 | "text/latex": [ |
|
764 | "text/latex": [ | |
615 | "$\\mathcal{N}(\\mu=0, \\sigma=2),\\ N=2000$" |
|
765 | "$\\mathcal{N}(\\mu=0, \\sigma=2),\\ N=2000$" | |
616 | ], |
|
766 | ], | |
617 | "text/plain": [ |
|
767 | "text/plain": [ | |
618 |
"<__main__.Gaussian at 0x106 |
|
768 | "<__main__.Gaussian at 0x106ab8c18>" | |
619 | ] |
|
769 | ] | |
620 | }, |
|
770 | }, | |
621 | "execution_count": 7, |
|
771 | "execution_count": 7, | |
622 | "metadata": {}, |
|
772 | "metadata": {}, | |
623 | "output_type": "execute_result" |
|
773 | "output_type": "execute_result" | |
624 | } |
|
774 | } | |
625 | ], |
|
775 | ], | |
626 | "source": [ |
|
776 | "source": [ | |
627 | "x2 = Gaussian(0, 2, 2000)\n", |
|
777 | "x2 = Gaussian(0, 2, 2000)\n", | |
628 | "x2" |
|
778 | "x2" | |
629 | ] |
|
779 | ] | |
630 | }, |
|
780 | }, | |
631 | { |
|
781 | { | |
632 | "cell_type": "markdown", |
|
782 | "cell_type": "markdown", | |
633 | "metadata": {}, |
|
783 | "metadata": {}, | |
634 | "source": [ |
|
784 | "source": [ | |
635 | "You can then compare the two Gaussians by displaying their histograms:" |
|
785 | "You can then compare the two Gaussians by displaying their histograms:" | |
636 | ] |
|
786 | ] | |
637 | }, |
|
787 | }, | |
638 | { |
|
788 | { | |
639 | "cell_type": "code", |
|
789 | "cell_type": "code", | |
640 | "execution_count": 8, |
|
790 | "execution_count": 8, | |
641 | "metadata": { |
|
791 | "metadata": { | |
642 | "collapsed": false |
|
792 | "collapsed": false | |
643 | }, |
|
793 | }, | |
644 | "outputs": [ |
|
794 | "outputs": [ | |
645 | { |
|
795 | { | |
646 | "data": { |
|
796 | "data": { | |
647 | "image/png": [ |
|
797 | "image/png": [ | |
648 |
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964 | "OzwHrKK+7z/d9/1INmJe6/q+P973/TtXuw5g/VvyU4GllH+d5Nm11jcPTx3LYKXnmcfBd2SRNWLu\n", | |
777 | "yHCXpAj5hKp6VOUwANOBg50qjNR1DHf1qGrDAFQbBEzqTzbLSFKEDHdJipDhLkkRMtwlKUKGuyRF\n", |
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965 | "vvtus+UBgLFx1VVXnW1NusctKViVUt6Q5OmzQlUyeNT7NUk+Opzsflmt9ROtCmRjK6X8TK31Z1a7\n", | |
778 | "yHCXpAgZ7pIUIcNdkiJkuEtShBoJ9zXAM8BTwB3A4cAQsBHYDmwAZjdaQElS/bKG+wLgSmAp8HZg\n", |
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966 | "DtY+f1ZYCn9eeLKW2iH0ZINVX0q5IMnPJTlYSnnJ8PzP11p/p5Ty0lLKhzIYWnz9UgoAAFgvzhqs\n", | |
779 | "GnAJsJoQ7ouBTcm8JKnNsob7fsIoTTMJ49PMBL4HrADWJuusBVY2WkCp1w0ODpHL5Q59BgeHOl0k\n", |
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967 | "aq33JLlnePi0Ba75iZZFAQCMI5swAwA0IlgBADQiWLHWHVjtAhgbB1a7AMbKgdUugPVp5HsF3n33\n", | |
780 | "9YGs4f4K8Dngvwihvo9QY58DjCTrjCTzUl8bHd1LGNQsfMK81FpZR4VcBHyC0DzzA+BrwAcq1ild\n", |
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968 | "3b2nAgGAcbDU3KLHCgCgEcEKAKARwQoAoBHBCgCgEcEKAKARwQoAoJElbcIMsFQHDx3ZN3VyemK+\n", | |
781 | "zeMMDw8fms7n8+Tz+YzFkKQ4FQoFCoVC5u2zjol6MXAe8OFk/jLgdOAc4GxgDzAPeBA4sWLbYrFY\n", |
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969 | "tp0XnHf48ksv2TPaigBWjmAFrKipk9MTe/cf3j1f242TEyOuBmBlGQoEAGhEsAIAaESwAgBoRLAC\n", | |
782 | "NfOlCYWx2ycb4neiIX9bvU31faSv8Wpl93dA9UreX1BzZmdtltlGCPMjk4OdC2wF7gNWJeusAu7O\n", |
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970 | "AGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBo\n", | |
783 | "uH9JUgOyNstsAW4HHgNeBx4H/hKYBawHrgB2ARc1XkRJUr068aoam2VUN5tl1O/a1SwjSepihrsk\n", |
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971 | "RLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESw\n", | |
784 | "Rchwl6QIGe6SFCHDXZIiZLhLUoQMd0mKkOEuSREy3CUpQoa7JEXIcJekCBnukhQhw12SImS4S1KE\n", |
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972 | "AgBoRLACAGhEsAIAaESwAgBoZMtqFwCwEg4eOrJv6uT0xHxtOy847/Dll16yZyXuBTY2wQpYl6ZO\n", | |
785 | "DHdJilDWl3VImtBAaextqWMMd6npXmP8Cz2k9rJZRpIiZLhLUoQMd0mKkOEuSREy3CUpQoa7JEXI\n", |
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973 | "Tk/s3X9493xtN05OrNi9wMZmKBAAoBHBCgCgEcEKAKARwQoAoBGT14GxtNiTe0myeVO3a4TlACQ5\n", | |
786 | "cJekCBnukhQhw12SImS4S1KEDHd1pcHBIXK53KGPpPo0Eu6zgb8FngW2AqcBQ8BGYDuwIVlHqtvo\n", |
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974 | "S7AqpWxPcnuSe2qtt5RSLkvyriRnkjyQ5Lpaa19KeVuSKzLoAXtDrfXgCtcNbHCLPbmXJDdMTpwY\n", | |
787 | "6F7C+CylT0wGyv5w5XI5BgeHOl0oRaaRcP888A3gJOAdwDZgNSHcFwObknlJZUoDi419wh8zqXmy\n", |
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975 | "ZT0AydmHAm9O8oFZx7cmubrWujvJg0muKaW8PMljtdYXJ3llkreuSKUAAGvcoj1WtdbrSim7k1xR\n", | |
788 | "ft89BngCeEvF8m3AWcAIMBcoACdWrFMsFmOriakeg4NDZWE2a9Yb2L//lbJ1QlNM5ciK9cy3a5vm\n", |
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976 | "StmW5JFa69Sw+bYktyR5OMl7htefKKV8vJTynFrrX65k4QCrYfu2LbvuvO+hAwu1W0AUNralzLG6\n", | |
789 | "HdffC00maZ6sObOz1twXAi8BXwEeB24BjgLmEIKd5N85GfeviFU2uVhrlZov63juA8BS4CrgUeDP\n", |
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977 | "MMmxWcefTXJRki8mOTrPecEKWHeOn3p0602LDEFaQBQ2tqUEq+MZBKYZz8ggaB1LsiPJXw3P78gT\n", | |
790 | "GN8EM2Fj6fDw8KHpfD5PPp/PWAxJilOhUKBQKGTePmuzzFzgIUINHuAMYA2hmeZsYA8wD3gQm2VU\n", |
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978 | "gxbAvPT+AOvNkw5WtdZTpZRtpZSLa62fTnJtkruSfCbJa5J8dDjZ/bJa6ydWplxgPdH7A6w3TzZY\n", | |
791 | "oVqTS+U1YbOMVK5dzTJ7gOcJN04BzgWeAe4DViXLVgF3Z9y/+sr43iOSGtPIb9E7gVuBGcBO4IPA\n", |
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979 | "9cNfr09yRynlTJL7a623Jkkp5aWllA9lMBn+9e3LBABY+84arGqt9yS5Z/j9A0munOean2hfGgDA\n", | |
792 | "NGA98GZgF3ARsK9iO2vufW7qWnm1Zdbc1d/qrbl3oopkuPc5w73aNtMJXSSDaj2I1N/qDXdfkC11\n", |
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980 | "eLHyOgBAI4IVAEAjtrQBaGixJx095Qjrn2AF0NBiTzp6yhHWP0OBAACNCFYAAI0IVgAAjQhWAACN\n", | |
793 | "hfKXao+O2jSlxjj8gCRFyHCXpAgZ7pIUIcNdkiJkuEtShAx3SYqQ4S5JETLcJSlChrskRchwl6QI\n", |
|
981 | "CFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACN2NIG2HAW288vSTZv6naNsJzHHTx0ZN/UyemJ\n", | |
794 | "Ge6SFCHDXepKA75AWw1x4DCpKzmQmBpjzV0tNzg45Is4pDaz5q6WG3shdokBL7WaNXdJipDhLkkR\n", |
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982 | "+drsMwjjQbACNpzF9vNLkhsmJ06Msp4ZUyenJ/baZxDGmqFAAIBGBCsAgEYEKwCARgQrAIBGBCsA\n", | |
795 | "MtwlKUKGu9QT7Bqp+nhDVeoJdo1Ufay5S1KEDHdJipDhLkkRMtwlKUKGuyRFyHCXpAgZ7pIUoUbD\n", |
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983 | "gEYEKwCARiy3AKxZi603tVprTQEsRrAC1qzF1ptarbWmABZjKBAAoBHBCgCgEcEKAKARwQoAoBHB\n", | |
796 | "fRrwBHBfMj8EbAS2AxuA2Q3uX5KUQaPhfjWwlbGnK1YTwn0xsCmZlyS1WSPhfgLwXuBWxsZwXQGs\n", |
|
984 | "CgCgEcEKAKARwQoAoBHrWAHn7OChI/umTk5PzNdmIU9gIxGsgHM2dXJ6Yq+FPAEMBQIAtCJYAQA0\n", | |
797 | "TabXAisb2L8kKaNGwv1PgU8Cr6eWzQFGkumRZF6S1GZZx5Z5H/Aiob09P8E6Rcrf0HDI8PDwoel8\n", |
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985 | "IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJY\n", | |
798 | "Pk8+P9EuJKk/FQoFCoVC5u2zjj50A3AZYTSjI4BB4OvAMkLY7wHmAQ8CJ1ZsWywWq2a+IhVerVf5\n", |
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986 | "AQA0IlgBADSyZbULANaGg4eO7Js6OT0xX9vOC847fPmll+wZbUUA40ewApIkUyenJ/buP7x7vrYb\n", | |
799 | "JqbJ5mtZpxX76K3j+nvUX5JXVNac2VmbZa4F5gMLgUuAbxPC/l5gVbLOKuDujPtXj6h8P6pD0Urd\n", |
|
987 | "JydGXA3AeFpysCqlbE3y7iTPSLI5yU1JPpXkXUnOJHkgyXW11r5hnQAAa95y5lg9N8nxWutkktcm\n", | |
800 | "oVlD/paqEDcC64ErgF3ARU3av7pU5ftRHYpW6g6d+E20WSYi45tcphNa6yrF2zzSmeOOP8+zZr2B\n", |
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988 | "eU2SW5NcXWvdneTBJNe0KxEAYDwsOVjVWv8sybZSyv1J7k1yc5JHaq1Tw0tuSzLZrkQAgPGw5GBV\n", | |
801 | "/ftfQXGqt1nGl3WoycpfKhFYm2++8efZb01Kc/gBSYqQ4S5JETLcJSlChrskRchwl6QIGe6SFCHD\n", |
|
989 | "SnlRki/UWr8+yXcn+fdJjs665GiSi9qUBwAwPpYzFPiiJHckj/deJclXzGrfkeTYOdYFADB2lhOs\n", | |
802 | "XZIiZLhLUoQMd0mKkOEuRWPAQdx0iMMPSNEoH5LA4Qj6mzV3SYqQ4S5JETLcJSlChrskRchwl6Jl\n", |
|
990 | "HkjyXUlSSrk4gwnrW4ffJ8m1Se5qUh0AwBhZzhyr9ye5sJRyT5Lbk7wxyY8nuWN47mtqre9tWyYA\n", | |
803 | "75l+Zm8ZKVr2nuln1twlKUKGuyRFyHCXpAgZ7pIUIcNdkiJkuEtShAx3SYqQ4a66DA4OlT0YI6k7\n", |
|
991 | "wNq3rHWsaq0/Ms/pK8+xFgCAsWZLGwCARgQrAIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCARpa1\n", | |
804 | "+RCT6jI6upf0gzFgwEvdyJq71DccjqCfZA33+cCDwDPA08DHk+VDwEZgO7ABmN1oASU1S2k4gvAJ\n", |
|
992 | "jhWwsWzftmXXnfc9dGCh9s2bul0jLAdgzRKsgLM6furRrTftP7x7ofYbJidOjLIegLXKUCAAQCOC\n", | |
805 | "38IUq6zhfhD4DeBk4HTgo8BJwGpCuC8GNiXzkqQ2yxrue4DNyfQPgWeB44EVwNpk+VpgZUOlkyRl\n", |
|
993 | "FQBAI4IVAEAjghUAQCMmrwOMiKcrYf0TrABGxNOVsP4ZCgQAaESwAgBoRLACAGhEsAIAaESwAgBo\n", | |
806 | "0ow29wXAKcDDwBxgJFk+ksxLktqs0XA/Gvg74GpgtOJnpcY9SVKbNdIVcjoh2L8K3J0sGwHmEppt\n", |
|
994 | "RLACAGhEsAIAaESwAgBoRLACAGhEsAIAaESwAgBoRLACAGhEsAIAaGTLahcAjMbBQ0f2TZ2cnlio\n", | |
807 | "5gEvVttweHj40HQ+nyefzzdQDEmKT6FQoFAoZN4+ayflHKFN/WXCjdWSm5JlnyXcTJ3N+JuqxWLR\n", |
|
995 | "ffOmbtcIywFYlwQr2CCmTk5P7N1/ePdC7TdMTpwYZT0A65GhQACARgQrAIBGBCsAgEYEKwCARgQr\n", | |
808 | "Cn03GhwcqtKDYjrh/nlaZT/3yeZrWacZ23jcLPvwd7F3JA8N1pzZWcP9DOCfgCcZu1rWAI8A64E3\n", |
|
996 | "AIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCARgQrAIBGBCsAgEZswgxj5OChI/umTk5PLNS+84Lz\n", | |
809 | "A7uAi4B9Fdsa7l0qXDzdEDoe13BXpXaFeyMM9y5luPfbcQ33XlJvuPuEqiRFyHCX+lb5cAQOSRAX\n", |
|
997 | "Dl9+6SV7RlcRALMJVjBGpk5OT+zdf3j3Qu03Tk6MsBoA5jIUCADQiGAFANCIYAUA0IhgBQDQiGAF\n", | |
810 | "Bw6T+lZpOIIxo6MOBBcLa+6SFCHDXZIiZLhLUoQMd0mKkOEuSREy3CUpQoZ7H/Nl11K87Ofex3zZ\n", |
|
998 | "ANDIsp8KLKV8T5KvrbX+QinlsiTvSnImyQNJrqu19o1qBAAYC8vqsSqlPD3JC2utvzA8dWuSq2ut\n", | |
811 | "tRQva+6SFCHDvY/YDKOpVQ5JMMPhCXqUzTJ9xGYYTa1ySILykSQdnqB3WHOXpAgZ7pIUIcM9EpXt\n", |
|
999 | "u5M8mOSaRvUBAIyN5fZY7U1yaSnlvyb56SSP1Fqnhm23Jbll+CsAwIax5B6rUsqlSTbXWl+V5HVJ\n", | |
812 | "6baPSv3NNvdIjG9Pt31U6mfW3KM2YO8YNZkv+OgV1tyjVq3ng9QIX/DRK6y5S1KEDHdJipDhLkkR\n", |
|
1000 | "3p7k6KxLjia5qE15AADjYzlDga9I8t+SZNhL9dkkXzGrfUeSY+deGgDAeFlOsDqaZDJJSinnJ9mZ\n", | |
813 | "MtwlKUKGexeo7KNeS+8Dx4lR9xiw90wXMty7wFgf9fAJ8/VtI3VOqQdN9es3S+WlFq3abyw6UeUr\n", |
|
1001 | "ZGsp5eJh+7VJ7mpTHgDA+FjOHKv/kuSdpZR7h8dvzqDX6o5Sypkk99dab21VIADAuFhysKq1nkny\n", | |
814 | "FouGUVqoeZd3WZzqHFXbZnzIT7VOt+7D4/bOPqqvk75+s1zftWjVfrtV8g295sy2n7ukJhuwqbAL\n", |
|
1002 | "L+dpuvLcywEAGF8WCAUAaESwAgBoRLACAGhEsAIAaESwAgBoZNmbMAOwdhw8dGTf1Mnpifnadl5w\n", | |
815 | "tKJZZjmwDXgOuKYF+5fU1cqbadQZzQ73acCfEwJ+CXApcFKTj9EHxj/iXfnShDGFThVSqkGhyrKp\n", |
|
1003 | "3uHLL71kz2grgo1JsAJYB6ZOTk/s3X9493xtN05OjLga2LgMBQIANCJYAQA0IlgBADQiWAEANCJY\n", | |
816 | "r++p5/1mMJVmN8ucCuwAdiXzdwIXAM82+Tg96/77v8n992+YYq3xj3hXb/uE8MuTb0rZpOYrVFlW\n", |
|
1004 | "AQA0IlgBADQiWAEANCJYAQA0IlgBADRi5XVYR7Zv27LrzvseOjBf2+ZN3a4RlwOw4QhWsI4cP/Xo\n", | |
817 | "6/VdS1u/JtLscD8eeD41vxs4rcnH6Gm33HIH99zzOvCuZMljnSyOpEg1O9xtYJvC9OmHceSRTzN9\n", |
|
1005 | "1psW2NbkhsmJE6OuB2CjMRQIANCIYAUA0IhgBQDQiGAFANCIYAUA0IhgBQDQiGAFANCIdawAxsBi\n", | |
818 | "+n4ADh7czYEDHS6UpOg0O9xfAOan5ucTau9pO3O53KImH7fnHDiwuWJJ5VfMal85J1rndzNs04zj\n", |
|
1006 | "i78mFoCFtUKwAhgDiy3+mlgAFtYKQ4EAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0I\n", | |
819 | "tnIfHrd39tE9x428LX5nJw8+kBRgATAD2Iw3VCUpCu8Bvku4sbqmw2WRJEmSVK/3A88APwKWVvxs\n", |
|
1007 | "VgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYAAI0IVgAAjQhWAACNCFYA\n", | |
820 | "DeGhp23A+W0uVwyGCfc2nkg+yztamt7kw3fNtQt4knA9PtLZovSk24AR4KnUsiFgI7Ad2ADM7kC5\n", |
|
1008 | "AI0IVgAAjQhWAACNCFYAAI0IVgAAjWxZ7o2llOckuTfJ9yf5fJJ3JTmT5IEk19Va+yYVAgCMiWUF\n", | |
821 | "qjoRWAw8SHm4LyG0zU8ntNXvwAHN6nU98JudLkQPm0a47hYQrkPvFTXuPwhhpGzOBE6hPNxvAj6V\n", |
|
1009 | "q1LKpiRvTnJ7ki7JrUmurrVOlVKuT3JNktuaVQnryMFDR/ZNnZyeWKh95wXnHb780kv2jK4iAFpZ\n", | |
822 | "TF8D3DjZDtoZotsIf3EqXQCsAw4S/trvIDwMpfpE3U2gxdIP3x1k7OE7NcZrMrvvAJXDw64A1ibT\n", |
|
1010 | "bo/V9Ul+Jck/zGA48ZFa69Sw7bYkt0SwgnlNnZye2Lv/8O6F2m+cnBhhNQC0tOQ5VqWUb0/S1Vo/\n", | |
823 | "a4GVk+2gG2rIx1HeXXI34WEo1edjwBbgy3TR17UeUe3hO6/BxhSBBwhP6V3Z4bLEYg6hqYbk3zmT\n", |
|
1011 | "POs1js265GiSixrUBgAwVpbTYzWZ5DtKKS9MsivJq5J8Ylb7jjwxaAGwirZv27LrzvseOrBQu+Fn\n", | |
824 | "rdzsfu4bgblVll8L3FfHfnwYaryJzu11wM3A7yXzvw98DriiTeWKgddb8/0s8H3gTYRrdxuhNqrm\n", |
|
1012 | "aGfJwarWevPM96WUn07ywSQ/VUq5uNb66STXJrmrXYkAnIvjpx7depPhZxiJZT8VOMf1Se4opZxJ\n", | |
825 | "mHJUtmaH+3kZtql88OmEZJnK1Xpub6W+P6Sq7eE71ef7yb8vAXcRmr4M98aMECp4e4B5wIuTrdyp\n", |
|
1013 | "cn+t9dZGrwsAMDbOKVjVWv/NrMMrz7EWAICxZoFQAIBGBCsAgEYEKwCARgQrAIBGBCsAgEYEKwCA\n", | |
826 | "Zpl0W9y9wCWEh54WAm/Du+v1mpeavpDymzCa2mOE624B4Tq8mHBdKpuZwKxk+ihCDzivycbdC6xK\n", |
|
1014 | "RgQrAIBGBCsAgEYEKwCARgQrAIBGWu0VCDSyfduWXXfe99CB+do2b+p2jbgcAJZAsII15vipR7fe\n", | |
827 | "plcBd3ewLGUuJLRrHiD85flm6mfXEm5obQN+of1F63m3E7qdbSH8D5+0LU5V+fBd8ywk9DjaDDyN\n", |
|
1015 | "tP/w7vnabpicODHqegB48gwFAgA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQi\n", | |
828 | "5zOLdcD3gFcJuflBQu+jB+jCrpCSJEmSJEmSJEmSJEmSJEmSJEmS+tD/AzUxDUJku6WfAAAAAElF\n", |
|
1016 | "WAEANCJYAQA0YksbgA1usf0pd15w3uHLL71kz2grgvElWAFscIvtT3nj5MSIq4HxZigQAKARPVYA\n", | |
829 | "TkSuQmCC\n" |
|
1017 | "LNvBQ0f2TZ2cnpivzTAiG5FgBcCyTZ2cnthrGBEeJ1jBCljs/+I3b+p2jbgcAEZEsIIVsNj/xd8w\n", | |
|
1018 | "OXFi1PUAMBomrwMANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEANCJYAQA0IlgBADQiWAEA\n", | |||
|
1019 | "NGJLGwAWtH3bll133vfQgYXa7X0JTyRYAbCg46ce3XrTAvteJva+hLkMBQIANCJYAQA0IlgBADQi\n", | |||
|
1020 | "WAEANCJYAQA0IlgBADQiWAEANCJYAQA0suQFQkspm5L8hyTfkEEw+8kkDyd5V5IzSR5Icl2ttW9Y\n", | |||
|
1021 | "JwDAmrecHqtvSvJgrfU7k7wqyZuT3Jrk6lrr7iQPJrmmXYkAAONhyT1WtdaPJPnI8PDLkvx1kq7W\n", | |||
|
1022 | "OjU8d1uSW4a/AgBsGMueY1VKuSjJf0ryS0mOz2o6muSic6wLAGDsLCtYlVKemeQ3kvxYkg/niUFq\n", | |||
|
1023 | "R5Jj514aAMB4WXKwKqV8VZJ9SV5Xaz1Uaz2VZFsp5eLhJdcmuatdiQAA42HJc6ySXJ/kOUl+vZSS\n", | |||
|
1024 | "DHqnrk9yRynlTJL7a623tisRAGA8LGfy+vUZBKm5rjz3cmA8HDx0ZN/UyemJhdo3b+p2jbAcANaI\n", | |||
|
1025 | "5fRYwYY3dXJ6Yu/+w7sXar9hcuLEKOsBYG2w8joAQCOCFQBAI4IVAEAjghUAQCMmr7Nhne3Jvp0X\n", | |||
|
1026 | "nHf48ksv2TO6imBjWezvoL9/jCvBig3rbE/23Tg5McJqYONZ7O+gv3+MK0OBAACNCFYAAI0IVgAA\n", | |||
|
1027 | "jQhWAACNmLwOC9i+bcuuO+976MB8bfYCBGA+ghUs4PipR7fetMATS/YCBGA+hgIBABrRYwXAilhs\n", | |||
|
1028 | "OD0xpM76JFgBsCIWG05PDKmzPglWAIwV21GxlglWAIwV21Gxlpm8DgDQiGAFANCIYAUA0IhgBQDQ\n", | |||
|
1029 | "iMnrjLWzPh10/lOfNfW505+ar80aOgC0Jlgx1s72dNANkxMnbtp/+HkLta1cZQBsRIYCAQAaEawA\n", | |||
|
1030 | "ABoRrAAAGhGsAAAaEawAABoRrAAAGhGsAAAaEawAABoRrAAAGhGsAAAasaUNAGvO9m1bdt1530MH\n", | |||
|
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1036 | "8iSP1VpfXEr58iTvT7JgLwSr4qs++ODRt//B4b8+f77GPc+/+CPPuyQLBquzLo53/lOfNfW505+a\n", | |||
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1037 | "r82TOMBGttgwYWJh0vWkZY/VS5K8J0lqrSdKKR8vpTyn1vqXDd+Dc/SZz58+c/j438zb9sgXHzu9\n", | |||
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1038 | "2L1nWxzvhsmJEzftP/y8hdqWVCjAOnK2KQ8WJl0/Wgari5IcnXX82eE5wWoN+a7nXnhq5/lP/fx8\n", | |||
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1039 | "bc++cOtTRl0PAKwnXd/3TV6olHJzkttrrR8dHr8jyc211k/Mvu7uu+9u84YAACNw1VVXzTs3eT4t\n", | |||
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1040 | "e6zuTvKaJB8tpWxPctncULXU4gAAxkmzBUJrrb+XJKWUDyX5QJI3tnptAIBx0GwoEABgo7OlDQBA\n", | |||
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1041 | "I4IVAEAjghUAQCMj3SuwlPKdSX4zyTfXWj8zPPf6JN+fQch7S631/aOsibWvlLIng4chPjM89fpa\n", | |||
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1042 | "65+uXkWsNbbTYilKKceSzPwM+WCt9ZbVrIe1Zbiywe1J7qm13lJKuSzJu5KcSfJAkutqrQtOUB9Z\n", | |||
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1043 | "sCqlfHWS1ybZn6QbntuV5Ipa64tKKVuS7C+l/G6tdf6lwdmo+iQ/W2v9zdUuhLXHdlosw8Fa6ytW\n", | |||
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1044 | "uwjWrJszWN3g6cPjW5NcXWudKqVcn+SaJLctdPPIhgJrrZ+stb42yekM/qFMku9K8t5h+6NJfifJ\n", | |||
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1045 | "5aOqibHy46WUPy6l3LrahbDmPGE7rSQfL6U8Z3VLYo37xlLKvaWUu0spz1rtYlhbaq3XJflYkpRS\n", | |||
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1046 | "tiV5pNY6NWy+LcnkYvc377EqpXxdkl+ac/rhWuueeS6/KMlHZx3PbIPDBrTQn50k/6rW+u7hNb9c\n", | |||
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1047 | "SnnZzLppENtpsXTPrbWeLqV8e5K3JLl2tQtizbowybFZx0dzlpzSPFjVWv88yZPtYj2WZMes42ck\n", | |||
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1048 | "+YvWNTEenuSfnd9K8i1JBCtmzPwc+avh8Y48MWjBE9RaTw9//eNSyo6zXc+GdjxPDFI78sSg9SVW\n", | |||
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1049 | "66nAmW1t9id5dZKUUp6S5JVJTDrlCUopbyqlPHN4+D1J7lvNelhzZrbTmpl0Ou92WpAkpZTLSylX\n", | |||
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1050 | "D7//1vxtIIcvUWs9lWRbKeXi4alrk9y12D2rFaz6JKm1PpjkD0spf5Dk3iRvq7VOr1JNrF3/K8n7\n", | |||
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1051 | "Syn3JDlWaz2wyvWwhthOiyW6P8m1pZQDSW5M8ubVLYc1bGY++PVJ7hj+G/Q1tdb3LnaTLW0AABqx\n", | |||
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1052 | "QCgAQCOCFQBAI4IVAEAjghUAQCOCFQBAI4IVAEAjghUAQCOCFQBAI4IVAEAj/x8Ld0kx4zM3zgAA\n", | |||
|
1053 | "AABJRU5ErkJggg==\n" | |||
830 | ] |
|
1054 | ] | |
831 | }, |
|
1055 | }, | |
832 | "metadata": {}, |
|
1056 | "metadata": {}, | |
833 | "output_type": "display_data" |
|
1057 | "output_type": "display_data" | |
834 | } |
|
1058 | } | |
835 | ], |
|
1059 | ], | |
836 | "source": [ |
|
1060 | "source": [ | |
837 | "display_png(x)\n", |
|
1061 | "display_png(x)\n", | |
838 | "display_png(x2)" |
|
1062 | "display_png(x2)" | |
839 | ] |
|
1063 | ] | |
840 | }, |
|
1064 | }, | |
841 | { |
|
1065 | { | |
842 | "cell_type": "markdown", |
|
1066 | "cell_type": "markdown", | |
843 | "metadata": {}, |
|
1067 | "metadata": {}, | |
844 | "source": [ |
|
1068 | "source": [ | |
845 | "Note that like `print`, you can call any of the `display` functions multiple times in a cell." |
|
1069 | "Note that like `print`, you can call any of the `display` functions multiple times in a cell." | |
846 | ] |
|
1070 | ] | |
847 | }, |
|
1071 | }, | |
848 | { |
|
1072 | { | |
849 | "cell_type": "markdown", |
|
1073 | "cell_type": "markdown", | |
850 | "metadata": {}, |
|
1074 | "metadata": {}, | |
851 | "source": [ |
|
1075 | "source": [ | |
852 | "## Adding IPython display support to existing objects" |
|
1076 | "## Adding IPython display support to existing objects" | |
853 | ] |
|
1077 | ] | |
854 | }, |
|
1078 | }, | |
855 | { |
|
1079 | { | |
856 | "cell_type": "markdown", |
|
1080 | "cell_type": "markdown", | |
857 | "metadata": {}, |
|
1081 | "metadata": {}, | |
858 | "source": [ |
|
1082 | "source": [ | |
859 | "When you are directly writing your own classes, you can adapt them for display in IPython by following the above approach. But in practice, you often need to work with existing classes that you can't easily modify. We now illustrate how to add rich output capabilities to existing objects. We will use the NumPy polynomials and change their default representation to be a formatted LaTeX expression." |
|
1083 | "When you are directly writing your own classes, you can adapt them for display in IPython by following the above approach. But in practice, you often need to work with existing classes that you can't easily modify. We now illustrate how to add rich output capabilities to existing objects. We will use the NumPy polynomials and change their default representation to be a formatted LaTeX expression." | |
860 | ] |
|
1084 | ] | |
861 | }, |
|
1085 | }, | |
862 | { |
|
1086 | { | |
863 | "cell_type": "markdown", |
|
1087 | "cell_type": "markdown", | |
864 | "metadata": {}, |
|
1088 | "metadata": {}, | |
865 | "source": [ |
|
1089 | "source": [ | |
866 | "First, consider how a NumPy polynomial object renders by default:" |
|
1090 | "First, consider how a NumPy polynomial object renders by default:" | |
867 | ] |
|
1091 | ] | |
868 | }, |
|
1092 | }, | |
869 | { |
|
1093 | { | |
870 | "cell_type": "code", |
|
1094 | "cell_type": "code", | |
871 | "execution_count": 9, |
|
1095 | "execution_count": 9, | |
872 | "metadata": { |
|
1096 | "metadata": { | |
873 | "collapsed": false |
|
1097 | "collapsed": false | |
874 | }, |
|
1098 | }, | |
875 | "outputs": [ |
|
1099 | "outputs": [ | |
876 | { |
|
1100 | { | |
877 | "data": { |
|
1101 | "data": { | |
878 | "text/plain": [ |
|
1102 | "text/plain": [ | |
879 |
"Polynomial([ 1., 2., 3.], [-10., 10.], [-1 |
|
1103 | "Polynomial([ 1., 2., 3.], [-10., 10.], [-1, 1])" | |
880 | ] |
|
1104 | ] | |
881 | }, |
|
1105 | }, | |
882 | "execution_count": 9, |
|
1106 | "execution_count": 9, | |
883 | "metadata": {}, |
|
1107 | "metadata": {}, | |
884 | "output_type": "execute_result" |
|
1108 | "output_type": "execute_result" | |
885 | } |
|
1109 | } | |
886 | ], |
|
1110 | ], | |
887 | "source": [ |
|
1111 | "source": [ | |
888 | "p = np.polynomial.Polynomial([1,2,3], [-10, 10])\n", |
|
1112 | "p = np.polynomial.Polynomial([1,2,3], [-10, 10])\n", | |
889 | "p" |
|
1113 | "p" | |
890 | ] |
|
1114 | ] | |
891 | }, |
|
1115 | }, | |
892 | { |
|
1116 | { | |
893 | "cell_type": "markdown", |
|
1117 | "cell_type": "markdown", | |
894 | "metadata": {}, |
|
1118 | "metadata": {}, | |
895 | "source": [ |
|
1119 | "source": [ | |
896 | "Next, define a function that pretty-prints a polynomial as a LaTeX string:" |
|
1120 | "Next, define a function that pretty-prints a polynomial as a LaTeX string:" | |
897 | ] |
|
1121 | ] | |
898 | }, |
|
1122 | }, | |
899 | { |
|
1123 | { | |
900 | "cell_type": "code", |
|
1124 | "cell_type": "code", | |
901 | "execution_count": 10, |
|
1125 | "execution_count": 10, | |
902 | "metadata": { |
|
1126 | "metadata": { | |
903 | "collapsed": false |
|
1127 | "collapsed": false | |
904 | }, |
|
1128 | }, | |
905 | "outputs": [], |
|
1129 | "outputs": [], | |
906 | "source": [ |
|
1130 | "source": [ | |
907 | "def poly_to_latex(p):\n", |
|
1131 | "def poly_to_latex(p):\n", | |
908 | " terms = ['%.2g' % p.coef[0]]\n", |
|
1132 | " terms = ['%.2g' % p.coef[0]]\n", | |
909 | " if len(p) > 1:\n", |
|
1133 | " if len(p) > 1:\n", | |
910 | " term = 'x'\n", |
|
1134 | " term = 'x'\n", | |
911 | " c = p.coef[1]\n", |
|
1135 | " c = p.coef[1]\n", | |
912 | " if c!=1:\n", |
|
1136 | " if c!=1:\n", | |
913 | " term = ('%.2g ' % c) + term\n", |
|
1137 | " term = ('%.2g ' % c) + term\n", | |
914 | " terms.append(term)\n", |
|
1138 | " terms.append(term)\n", | |
915 | " if len(p) > 2:\n", |
|
1139 | " if len(p) > 2:\n", | |
916 | " for i in range(2, len(p)):\n", |
|
1140 | " for i in range(2, len(p)):\n", | |
917 | " term = 'x^%d' % i\n", |
|
1141 | " term = 'x^%d' % i\n", | |
918 | " c = p.coef[i]\n", |
|
1142 | " c = p.coef[i]\n", | |
919 | " if c!=1:\n", |
|
1143 | " if c!=1:\n", | |
920 | " term = ('%.2g ' % c) + term\n", |
|
1144 | " term = ('%.2g ' % c) + term\n", | |
921 | " terms.append(term)\n", |
|
1145 | " terms.append(term)\n", | |
922 | " px = '$P(x)=%s$' % '+'.join(terms)\n", |
|
1146 | " px = '$P(x)=%s$' % '+'.join(terms)\n", | |
923 | " dom = r', $x \\in [%.2g,\\ %.2g]$' % tuple(p.domain)\n", |
|
1147 | " dom = r', $x \\in [%.2g,\\ %.2g]$' % tuple(p.domain)\n", | |
924 | " return px+dom" |
|
1148 | " return px+dom" | |
925 | ] |
|
1149 | ] | |
926 | }, |
|
1150 | }, | |
927 | { |
|
1151 | { | |
928 | "cell_type": "markdown", |
|
1152 | "cell_type": "markdown", | |
929 | "metadata": {}, |
|
1153 | "metadata": {}, | |
930 | "source": [ |
|
1154 | "source": [ | |
931 | "This produces, on our polynomial ``p``, the following:" |
|
1155 | "This produces, on our polynomial ``p``, the following:" | |
932 | ] |
|
1156 | ] | |
933 | }, |
|
1157 | }, | |
934 | { |
|
1158 | { | |
935 | "cell_type": "code", |
|
1159 | "cell_type": "code", | |
936 | "execution_count": 11, |
|
1160 | "execution_count": 11, | |
937 | "metadata": { |
|
1161 | "metadata": { | |
938 | "collapsed": false |
|
1162 | "collapsed": false | |
939 | }, |
|
1163 | }, | |
940 | "outputs": [ |
|
1164 | "outputs": [ | |
941 | { |
|
1165 | { | |
942 | "data": { |
|
1166 | "data": { | |
943 | "text/plain": [ |
|
1167 | "text/plain": [ | |
944 | "'$P(x)=1+2 x+3 x^2$, $x \\\\in [-10,\\\\ 10]$'" |
|
1168 | "'$P(x)=1+2 x+3 x^2$, $x \\\\in [-10,\\\\ 10]$'" | |
945 | ] |
|
1169 | ] | |
946 | }, |
|
1170 | }, | |
947 | "execution_count": 11, |
|
1171 | "execution_count": 11, | |
948 | "metadata": {}, |
|
1172 | "metadata": {}, | |
949 | "output_type": "execute_result" |
|
1173 | "output_type": "execute_result" | |
950 | } |
|
1174 | } | |
951 | ], |
|
1175 | ], | |
952 | "source": [ |
|
1176 | "source": [ | |
953 | "poly_to_latex(p)" |
|
1177 | "poly_to_latex(p)" | |
954 | ] |
|
1178 | ] | |
955 | }, |
|
1179 | }, | |
956 | { |
|
1180 | { | |
957 | "cell_type": "markdown", |
|
1181 | "cell_type": "markdown", | |
958 | "metadata": {}, |
|
1182 | "metadata": {}, | |
959 | "source": [ |
|
1183 | "source": [ | |
960 | "You can render this string using the `Latex` class:" |
|
1184 | "You can render this string using the `Latex` class:" | |
961 | ] |
|
1185 | ] | |
962 | }, |
|
1186 | }, | |
963 | { |
|
1187 | { | |
964 | "cell_type": "code", |
|
1188 | "cell_type": "code", | |
965 | "execution_count": 12, |
|
1189 | "execution_count": 12, | |
966 | "metadata": { |
|
1190 | "metadata": { | |
967 | "collapsed": false |
|
1191 | "collapsed": false | |
968 | }, |
|
1192 | }, | |
969 | "outputs": [ |
|
1193 | "outputs": [ | |
970 | { |
|
1194 | { | |
971 | "data": { |
|
1195 | "data": { | |
972 | "text/latex": [ |
|
1196 | "text/latex": [ | |
973 | "$P(x)=1+2 x+3 x^2$, $x \\in [-10,\\ 10]$" |
|
1197 | "$P(x)=1+2 x+3 x^2$, $x \\in [-10,\\ 10]$" | |
974 | ], |
|
1198 | ], | |
975 | "text/plain": [ |
|
1199 | "text/plain": [ | |
976 | "<IPython.core.display.Latex object>" |
|
1200 | "<IPython.core.display.Latex object>" | |
977 | ] |
|
1201 | ] | |
978 | }, |
|
1202 | }, | |
979 | "execution_count": 12, |
|
1203 | "execution_count": 12, | |
980 | "metadata": {}, |
|
1204 | "metadata": {}, | |
981 | "output_type": "execute_result" |
|
1205 | "output_type": "execute_result" | |
982 | } |
|
1206 | } | |
983 | ], |
|
1207 | ], | |
984 | "source": [ |
|
1208 | "source": [ | |
985 | "from IPython.display import Latex\n", |
|
1209 | "from IPython.display import Latex\n", | |
986 | "Latex(poly_to_latex(p))" |
|
1210 | "Latex(poly_to_latex(p))" | |
987 | ] |
|
1211 | ] | |
988 | }, |
|
1212 | }, | |
989 | { |
|
1213 | { | |
990 | "cell_type": "markdown", |
|
1214 | "cell_type": "markdown", | |
991 | "metadata": {}, |
|
1215 | "metadata": {}, | |
992 | "source": [ |
|
1216 | "source": [ | |
993 | "However, you can configure IPython to do this automatically by registering the `Polynomial` class and the `plot_to_latex` function with an IPython display formatter. Let's look at the default formatters provided by IPython:" |
|
1217 | "However, you can configure IPython to do this automatically by registering the `Polynomial` class and the `plot_to_latex` function with an IPython display formatter. Let's look at the default formatters provided by IPython:" | |
994 | ] |
|
1218 | ] | |
995 | }, |
|
1219 | }, | |
996 | { |
|
1220 | { | |
997 | "cell_type": "code", |
|
1221 | "cell_type": "code", | |
998 | "execution_count": 13, |
|
1222 | "execution_count": 13, | |
999 | "metadata": { |
|
1223 | "metadata": { | |
1000 | "collapsed": false |
|
1224 | "collapsed": false | |
1001 | }, |
|
1225 | }, | |
1002 | "outputs": [ |
|
1226 | "outputs": [ | |
1003 | { |
|
1227 | { | |
1004 | "name": "stdout", |
|
1228 | "name": "stdout", | |
1005 | "output_type": "stream", |
|
1229 | "output_type": "stream", | |
1006 | "text": [ |
|
1230 | "text": [ | |
1007 | " text/plain : PlainTextFormatter\n", |
|
|||
1008 | " image/jpeg : JPEGFormatter\n", |
|
|||
1009 | " text/html : HTMLFormatter\n", |
|
|||
1010 | " image/svg+xml : SVGFormatter\n", |
|
|||
1011 | " image/png : PNGFormatter\n", |
|
1231 | " image/png : PNGFormatter\n", | |
1012 |
" application/ |
|
1232 | " application/pdf : PDFFormatter\n", | |
|
1233 | " text/html : HTMLFormatter\n", | |||
|
1234 | " image/jpeg : JPEGFormatter\n", | |||
|
1235 | " text/plain : PlainTextFormatter\n", | |||
1013 | " text/markdown : MarkdownFormatter\n", |
|
1236 | " text/markdown : MarkdownFormatter\n", | |
1014 | " text/latex : LatexFormatter\n", |
|
|||
1015 | " application/json : JSONFormatter\n", |
|
1237 | " application/json : JSONFormatter\n", | |
1016 |
" |
|
1238 | " application/javascript : JavascriptFormatter\n", | |
|
1239 | " text/latex : LatexFormatter\n", | |||
|
1240 | " image/svg+xml : SVGFormatter\n" | |||
1017 | ] |
|
1241 | ] | |
1018 | } |
|
1242 | } | |
1019 | ], |
|
1243 | ], | |
1020 | "source": [ |
|
1244 | "source": [ | |
1021 | "ip = get_ipython()\n", |
|
1245 | "ip = get_ipython()\n", | |
1022 | "for mime, formatter in ip.display_formatter.formatters.items():\n", |
|
1246 | "for mime, formatter in ip.display_formatter.formatters.items():\n", | |
1023 |
" print |
|
1247 | " print('%24s : %s' % (mime, formatter.__class__.__name__))" | |
1024 | ] |
|
1248 | ] | |
1025 | }, |
|
1249 | }, | |
1026 | { |
|
1250 | { | |
1027 | "cell_type": "markdown", |
|
1251 | "cell_type": "markdown", | |
1028 | "metadata": {}, |
|
1252 | "metadata": {}, | |
1029 | "source": [ |
|
1253 | "source": [ | |
1030 | "The `formatters` attribute is a dictionary keyed by MIME types. To define a custom LaTeX display function, you want a handle on the `text/latex` formatter:" |
|
1254 | "The `formatters` attribute is a dictionary keyed by MIME types. To define a custom LaTeX display function, you want a handle on the `text/latex` formatter:" | |
1031 | ] |
|
1255 | ] | |
1032 | }, |
|
1256 | }, | |
1033 | { |
|
1257 | { | |
1034 | "cell_type": "code", |
|
1258 | "cell_type": "code", | |
1035 | "execution_count": 14, |
|
1259 | "execution_count": 14, | |
1036 | "metadata": { |
|
1260 | "metadata": { | |
1037 | "collapsed": false |
|
1261 | "collapsed": false | |
1038 | }, |
|
1262 | }, | |
1039 | "outputs": [], |
|
1263 | "outputs": [], | |
1040 | "source": [ |
|
1264 | "source": [ | |
1041 | "ip = get_ipython()\n", |
|
1265 | "ip = get_ipython()\n", | |
1042 | "latex_f = ip.display_formatter.formatters['text/latex']" |
|
1266 | "latex_f = ip.display_formatter.formatters['text/latex']" | |
1043 | ] |
|
1267 | ] | |
1044 | }, |
|
1268 | }, | |
1045 | { |
|
1269 | { | |
1046 | "cell_type": "markdown", |
|
1270 | "cell_type": "markdown", | |
1047 | "metadata": {}, |
|
1271 | "metadata": {}, | |
1048 | "source": [ |
|
1272 | "source": [ | |
1049 | "The formatter object has a couple of methods for registering custom display functions for existing types." |
|
1273 | "The formatter object has a couple of methods for registering custom display functions for existing types." | |
1050 | ] |
|
1274 | ] | |
1051 | }, |
|
1275 | }, | |
1052 | { |
|
1276 | { | |
1053 | "cell_type": "code", |
|
1277 | "cell_type": "code", | |
1054 | "execution_count": 15, |
|
1278 | "execution_count": 15, | |
1055 | "metadata": { |
|
1279 | "metadata": { | |
1056 | "collapsed": false |
|
1280 | "collapsed": false | |
1057 | }, |
|
1281 | }, | |
1058 | "outputs": [ |
|
1282 | "outputs": [ | |
1059 | { |
|
1283 | { | |
1060 | "name": "stdout", |
|
1284 | "name": "stdout", | |
1061 | "output_type": "stream", |
|
1285 | "output_type": "stream", | |
1062 | "text": [ |
|
1286 | "text": [ | |
1063 | "Help on method for_type in module IPython.core.formatters:\n", |
|
1287 | "Help on method for_type in module IPython.core.formatters:\n", | |
1064 | "\n", |
|
1288 | "\n", | |
1065 |
"for_type( |
|
1289 | "for_type(typ, func=None) method of IPython.core.formatters.LatexFormatter instance\n", | |
1066 | " Add a format function for a given type.\n", |
|
1290 | " Add a format function for a given type.\n", | |
1067 | " \n", |
|
1291 | " \n", | |
1068 | " Parameters\n", |
|
1292 | " Parameters\n", | |
1069 | " -----------\n", |
|
1293 | " -----------\n", | |
1070 | " typ : type or '__module__.__name__' string for a type\n", |
|
1294 | " typ : type or '__module__.__name__' string for a type\n", | |
1071 | " The class of the object that will be formatted using `func`.\n", |
|
1295 | " The class of the object that will be formatted using `func`.\n", | |
1072 | " func : callable\n", |
|
1296 | " func : callable\n", | |
1073 | " A callable for computing the format data.\n", |
|
1297 | " A callable for computing the format data.\n", | |
1074 | " `func` will be called with the object to be formatted,\n", |
|
1298 | " `func` will be called with the object to be formatted,\n", | |
1075 | " and will return the raw data in this formatter's format.\n", |
|
1299 | " and will return the raw data in this formatter's format.\n", | |
1076 | " Subclasses may use a different call signature for the\n", |
|
1300 | " Subclasses may use a different call signature for the\n", | |
1077 | " `func` argument.\n", |
|
1301 | " `func` argument.\n", | |
1078 | " \n", |
|
1302 | " \n", | |
1079 | " If `func` is None or not specified, there will be no change,\n", |
|
1303 | " If `func` is None or not specified, there will be no change,\n", | |
1080 | " only returning the current value.\n", |
|
1304 | " only returning the current value.\n", | |
1081 | " \n", |
|
1305 | " \n", | |
1082 | " Returns\n", |
|
1306 | " Returns\n", | |
1083 | " -------\n", |
|
1307 | " -------\n", | |
1084 | " oldfunc : callable\n", |
|
1308 | " oldfunc : callable\n", | |
1085 | " The currently registered callable.\n", |
|
1309 | " The currently registered callable.\n", | |
1086 | " If you are registering a new formatter,\n", |
|
1310 | " If you are registering a new formatter,\n", | |
1087 | " this will be the previous value (to enable restoring later).\n", |
|
1311 | " this will be the previous value (to enable restoring later).\n", | |
1088 | "\n" |
|
1312 | "\n" | |
1089 | ] |
|
1313 | ] | |
1090 | } |
|
1314 | } | |
1091 | ], |
|
1315 | ], | |
1092 | "source": [ |
|
1316 | "source": [ | |
1093 | "help(latex_f.for_type)" |
|
1317 | "help(latex_f.for_type)" | |
1094 | ] |
|
1318 | ] | |
1095 | }, |
|
1319 | }, | |
1096 | { |
|
1320 | { | |
1097 | "cell_type": "code", |
|
1321 | "cell_type": "code", | |
1098 | "execution_count": 16, |
|
1322 | "execution_count": 16, | |
1099 | "metadata": { |
|
1323 | "metadata": { | |
1100 | "collapsed": false |
|
1324 | "collapsed": false | |
1101 | }, |
|
1325 | }, | |
1102 | "outputs": [ |
|
1326 | "outputs": [ | |
1103 | { |
|
1327 | { | |
1104 | "name": "stdout", |
|
1328 | "name": "stdout", | |
1105 | "output_type": "stream", |
|
1329 | "output_type": "stream", | |
1106 | "text": [ |
|
1330 | "text": [ | |
1107 | "Help on method for_type_by_name in module IPython.core.formatters:\n", |
|
1331 | "Help on method for_type_by_name in module IPython.core.formatters:\n", | |
1108 | "\n", |
|
1332 | "\n", | |
1109 |
"for_type_by_name( |
|
1333 | "for_type_by_name(type_module, type_name, func=None) method of IPython.core.formatters.LatexFormatter instance\n", | |
1110 | " Add a format function for a type specified by the full dotted\n", |
|
1334 | " Add a format function for a type specified by the full dotted\n", | |
1111 | " module and name of the type, rather than the type of the object.\n", |
|
1335 | " module and name of the type, rather than the type of the object.\n", | |
1112 | " \n", |
|
1336 | " \n", | |
1113 | " Parameters\n", |
|
1337 | " Parameters\n", | |
1114 | " ----------\n", |
|
1338 | " ----------\n", | |
1115 | " type_module : str\n", |
|
1339 | " type_module : str\n", | |
1116 | " The full dotted name of the module the type is defined in, like\n", |
|
1340 | " The full dotted name of the module the type is defined in, like\n", | |
1117 | " ``numpy``.\n", |
|
1341 | " ``numpy``.\n", | |
1118 | " type_name : str\n", |
|
1342 | " type_name : str\n", | |
1119 | " The name of the type (the class name), like ``dtype``\n", |
|
1343 | " The name of the type (the class name), like ``dtype``\n", | |
1120 | " func : callable\n", |
|
1344 | " func : callable\n", | |
1121 | " A callable for computing the format data.\n", |
|
1345 | " A callable for computing the format data.\n", | |
1122 | " `func` will be called with the object to be formatted,\n", |
|
1346 | " `func` will be called with the object to be formatted,\n", | |
1123 | " and will return the raw data in this formatter's format.\n", |
|
1347 | " and will return the raw data in this formatter's format.\n", | |
1124 | " Subclasses may use a different call signature for the\n", |
|
1348 | " Subclasses may use a different call signature for the\n", | |
1125 | " `func` argument.\n", |
|
1349 | " `func` argument.\n", | |
1126 | " \n", |
|
1350 | " \n", | |
1127 | " If `func` is None or unspecified, there will be no change,\n", |
|
1351 | " If `func` is None or unspecified, there will be no change,\n", | |
1128 | " only returning the current value.\n", |
|
1352 | " only returning the current value.\n", | |
1129 | " \n", |
|
1353 | " \n", | |
1130 | " Returns\n", |
|
1354 | " Returns\n", | |
1131 | " -------\n", |
|
1355 | " -------\n", | |
1132 | " oldfunc : callable\n", |
|
1356 | " oldfunc : callable\n", | |
1133 | " The currently registered callable.\n", |
|
1357 | " The currently registered callable.\n", | |
1134 | " If you are registering a new formatter,\n", |
|
1358 | " If you are registering a new formatter,\n", | |
1135 | " this will be the previous value (to enable restoring later).\n", |
|
1359 | " this will be the previous value (to enable restoring later).\n", | |
1136 | "\n" |
|
1360 | "\n" | |
1137 | ] |
|
1361 | ] | |
1138 | } |
|
1362 | } | |
1139 | ], |
|
1363 | ], | |
1140 | "source": [ |
|
1364 | "source": [ | |
1141 | "help(latex_f.for_type_by_name)" |
|
1365 | "help(latex_f.for_type_by_name)" | |
1142 | ] |
|
1366 | ] | |
1143 | }, |
|
1367 | }, | |
1144 | { |
|
1368 | { | |
1145 | "cell_type": "markdown", |
|
1369 | "cell_type": "markdown", | |
1146 | "metadata": {}, |
|
1370 | "metadata": {}, | |
1147 | "source": [ |
|
1371 | "source": [ | |
1148 | "In this case, we will use `for_type_by_name` to register `poly_to_latex` as the display function for the `Polynomial` type:" |
|
1372 | "In this case, we will use `for_type_by_name` to register `poly_to_latex` as the display function for the `Polynomial` type:" | |
1149 | ] |
|
1373 | ] | |
1150 | }, |
|
1374 | }, | |
1151 | { |
|
1375 | { | |
1152 | "cell_type": "code", |
|
1376 | "cell_type": "code", | |
1153 |
"execution_count": 1 |
|
1377 | "execution_count": 17, | |
1154 | "metadata": { |
|
1378 | "metadata": { | |
1155 | "collapsed": false |
|
1379 | "collapsed": false | |
1156 | }, |
|
1380 | }, | |
1157 | "outputs": [], |
|
1381 | "outputs": [], | |
1158 | "source": [ |
|
1382 | "source": [ | |
1159 | "latex_f.for_type_by_name('numpy.polynomial.polynomial',\n", |
|
1383 | "latex_f.for_type_by_name('numpy.polynomial.polynomial',\n", | |
1160 | " 'Polynomial', poly_to_latex)" |
|
1384 | " 'Polynomial', poly_to_latex)" | |
1161 | ] |
|
1385 | ] | |
1162 | }, |
|
1386 | }, | |
1163 | { |
|
1387 | { | |
1164 | "cell_type": "markdown", |
|
1388 | "cell_type": "markdown", | |
1165 | "metadata": {}, |
|
1389 | "metadata": {}, | |
1166 | "source": [ |
|
1390 | "source": [ | |
1167 | "Once the custom display function has been registered, all NumPy `Polynomial` instances will be represented by their LaTeX form instead:" |
|
1391 | "Once the custom display function has been registered, all NumPy `Polynomial` instances will be represented by their LaTeX form instead:" | |
1168 | ] |
|
1392 | ] | |
1169 | }, |
|
1393 | }, | |
1170 | { |
|
1394 | { | |
1171 | "cell_type": "code", |
|
1395 | "cell_type": "code", | |
1172 |
"execution_count": 1 |
|
1396 | "execution_count": 18, | |
1173 | "metadata": { |
|
1397 | "metadata": { | |
1174 | "collapsed": false |
|
1398 | "collapsed": false | |
1175 | }, |
|
1399 | }, | |
1176 | "outputs": [ |
|
1400 | "outputs": [ | |
1177 | { |
|
1401 | { | |
1178 | "data": { |
|
1402 | "data": { | |
1179 | "text/latex": [ |
|
1403 | "text/latex": [ | |
1180 | "$P(x)=1+2 x+3 x^2$, $x \\in [-10,\\ 10]$" |
|
1404 | "$P(x)=1+2 x+3 x^2$, $x \\in [-10,\\ 10]$" | |
1181 | ], |
|
1405 | ], | |
1182 | "text/plain": [ |
|
1406 | "text/plain": [ | |
1183 |
"Polynomial([ 1., 2., 3.], [-10., 10.], [-1 |
|
1407 | "Polynomial([ 1., 2., 3.], [-10., 10.], [-1, 1])" | |
1184 | ] |
|
1408 | ] | |
1185 | }, |
|
1409 | }, | |
1186 |
"execution_count": 1 |
|
1410 | "execution_count": 18, | |
1187 | "metadata": {}, |
|
1411 | "metadata": {}, | |
1188 | "output_type": "execute_result" |
|
1412 | "output_type": "execute_result" | |
1189 | } |
|
1413 | } | |
1190 | ], |
|
1414 | ], | |
1191 | "source": [ |
|
1415 | "source": [ | |
1192 | "p" |
|
1416 | "p" | |
1193 | ] |
|
1417 | ] | |
1194 | }, |
|
1418 | }, | |
1195 | { |
|
1419 | { | |
1196 | "cell_type": "code", |
|
1420 | "cell_type": "code", | |
1197 |
"execution_count": |
|
1421 | "execution_count": 19, | |
1198 | "metadata": { |
|
1422 | "metadata": { | |
1199 | "collapsed": false |
|
1423 | "collapsed": false | |
1200 | }, |
|
1424 | }, | |
1201 | "outputs": [ |
|
1425 | "outputs": [ | |
1202 | { |
|
1426 | { | |
1203 | "data": { |
|
1427 | "data": { | |
1204 | "text/latex": [ |
|
1428 | "text/latex": [ | |
1205 | "$P(x)=-20+71 x+-15 x^2+x^3$, $x \\in [-1,\\ 1]$" |
|
1429 | "$P(x)=-20+71 x+-15 x^2+x^3$, $x \\in [-1,\\ 1]$" | |
1206 | ], |
|
1430 | ], | |
1207 | "text/plain": [ |
|
1431 | "text/plain": [ | |
1208 |
"Polynomial([-20., 71., -15., 1.], [-1 |
|
1432 | "Polynomial([-20., 71., -15., 1.], [-1, 1], [-1, 1])" | |
1209 | ] |
|
1433 | ] | |
1210 | }, |
|
1434 | }, | |
1211 |
"execution_count": |
|
1435 | "execution_count": 19, | |
1212 | "metadata": {}, |
|
1436 | "metadata": {}, | |
1213 | "output_type": "execute_result" |
|
1437 | "output_type": "execute_result" | |
1214 | } |
|
1438 | } | |
1215 | ], |
|
1439 | ], | |
1216 | "source": [ |
|
1440 | "source": [ | |
1217 | "p2 = np.polynomial.Polynomial([-20, 71, -15, 1])\n", |
|
1441 | "p2 = np.polynomial.Polynomial([-20, 71, -15, 1])\n", | |
1218 | "p2" |
|
1442 | "p2" | |
1219 | ] |
|
1443 | ] | |
1220 | }, |
|
1444 | }, | |
1221 | { |
|
1445 | { | |
1222 | "cell_type": "markdown", |
|
1446 | "cell_type": "markdown", | |
1223 | "metadata": {}, |
|
1447 | "metadata": {}, | |
1224 | "source": [ |
|
1448 | "source": [ | |
1225 | "## More complex display with `_ipython_display_`" |
|
1449 | "## More complex display with `_ipython_display_`" | |
1226 | ] |
|
1450 | ] | |
1227 | }, |
|
1451 | }, | |
1228 | { |
|
1452 | { | |
1229 | "cell_type": "markdown", |
|
1453 | "cell_type": "markdown", | |
1230 | "metadata": {}, |
|
1454 | "metadata": {}, | |
1231 | "source": [ |
|
1455 | "source": [ | |
1232 | "Rich output special methods and functions can only display one object or MIME type at a time. Sometimes this is not enough if you want to display multiple objects or MIME types at once. An example of this would be to use an HTML representation to put some HTML elements in the DOM and then use a JavaScript representation to add events to those elements.\n", |
|
1456 | "Rich output special methods and functions can only display one object or MIME type at a time. Sometimes this is not enough if you want to display multiple objects or MIME types at once. An example of this would be to use an HTML representation to put some HTML elements in the DOM and then use a JavaScript representation to add events to those elements.\n", | |
1233 | "\n", |
|
1457 | "\n", | |
1234 | "**IPython 2.0** recognizes another display method, `_ipython_display_`, which allows your objects to take complete control of displaying themselves. If this method is defined, IPython will call it, and make no effort to display the object using the above described `_repr_*_` methods for custom display functions. It's a way for you to say \"Back off, IPython, I can display this myself.\" Most importantly, your `_ipython_display_` method can make multiple calls to the top-level `display` functions to accomplish its goals.\n", |
|
1458 | "**IPython 2.0** recognizes another display method, `_ipython_display_`, which allows your objects to take complete control of displaying themselves. If this method is defined, IPython will call it, and make no effort to display the object using the above described `_repr_*_` methods for custom display functions. It's a way for you to say \"Back off, IPython, I can display this myself.\" Most importantly, your `_ipython_display_` method can make multiple calls to the top-level `display` functions to accomplish its goals.\n", | |
1235 | "\n", |
|
1459 | "\n", | |
1236 | "Here is an object that uses `display_html` and `display_javascript` to make a plot using the [Flot](http://www.flotcharts.org/) JavaScript plotting library:" |
|
1460 | "Here is an object that uses `display_html` and `display_javascript` to make a plot using the [Flot](http://www.flotcharts.org/) JavaScript plotting library:" | |
1237 | ] |
|
1461 | ] | |
1238 | }, |
|
1462 | }, | |
1239 | { |
|
1463 | { | |
1240 | "cell_type": "code", |
|
1464 | "cell_type": "code", | |
1241 |
"execution_count": 2 |
|
1465 | "execution_count": 20, | |
1242 | "metadata": { |
|
1466 | "metadata": { | |
1243 | "collapsed": false |
|
1467 | "collapsed": false | |
1244 | }, |
|
1468 | }, | |
1245 | "outputs": [], |
|
1469 | "outputs": [], | |
1246 | "source": [ |
|
1470 | "source": [ | |
1247 | "import json\n", |
|
1471 | "import json\n", | |
1248 | "import uuid\n", |
|
1472 | "import uuid\n", | |
1249 | "from IPython.display import display_javascript, display_html, display\n", |
|
1473 | "from IPython.display import display_javascript, display_html, display\n", | |
1250 | "\n", |
|
1474 | "\n", | |
1251 | "class FlotPlot(object):\n", |
|
1475 | "class FlotPlot(object):\n", | |
1252 | " def __init__(self, x, y):\n", |
|
1476 | " def __init__(self, x, y):\n", | |
1253 | " self.x = x\n", |
|
1477 | " self.x = x\n", | |
1254 | " self.y = y\n", |
|
1478 | " self.y = y\n", | |
1255 | " self.uuid = str(uuid.uuid4())\n", |
|
1479 | " self.uuid = str(uuid.uuid4())\n", | |
1256 | " \n", |
|
1480 | " \n", | |
1257 | " def _ipython_display_(self):\n", |
|
1481 | " def _ipython_display_(self):\n", | |
1258 | " json_data = json.dumps(zip(self.x, self.y))\n", |
|
1482 | " json_data = json.dumps(list(zip(self.x, self.y)))\n", | |
1259 | " display_html('<div id=\"{}\" style=\"height: 300px; width:80%;\"></div>'.format(self.uuid),\n", |
|
1483 | " display_html('<div id=\"{}\" style=\"height: 300px; width:80%;\"></div>'.format(self.uuid),\n", | |
1260 | " raw=True\n", |
|
1484 | " raw=True\n", | |
1261 | " )\n", |
|
1485 | " )\n", | |
1262 | " display_javascript(\"\"\"\n", |
|
1486 | " display_javascript(\"\"\"\n", | |
1263 | " require([\"//cdnjs.cloudflare.com/ajax/libs/flot/0.8.2/jquery.flot.min.js\"], function() {\n", |
|
1487 | " require([\"//cdnjs.cloudflare.com/ajax/libs/flot/0.8.2/jquery.flot.min.js\"], function() {\n", | |
1264 | " var line = JSON.parse(\"%s\");\n", |
|
1488 | " var line = JSON.parse(\"%s\");\n", | |
1265 | " console.log(line);\n", |
|
1489 | " console.log(line);\n", | |
1266 | " $.plot(\"#%s\", [line]);\n", |
|
1490 | " $.plot(\"#%s\", [line]);\n", | |
1267 | " });\n", |
|
1491 | " });\n", | |
1268 | " \"\"\" % (json_data, self.uuid), raw=True)\n" |
|
1492 | " \"\"\" % (json_data, self.uuid), raw=True)\n" | |
1269 | ] |
|
1493 | ] | |
1270 | }, |
|
1494 | }, | |
1271 | { |
|
1495 | { | |
1272 | "cell_type": "code", |
|
1496 | "cell_type": "code", | |
1273 |
"execution_count": 2 |
|
1497 | "execution_count": 21, | |
1274 | "metadata": { |
|
1498 | "metadata": { | |
1275 | "collapsed": false |
|
1499 | "collapsed": false | |
1276 | }, |
|
1500 | }, | |
1277 | "outputs": [ |
|
1501 | "outputs": [ | |
1278 | { |
|
1502 | { | |
1279 | "data": { |
|
1503 | "data": { | |
1280 | "text/html": [ |
|
1504 | "text/html": [ | |
1281 |
"<div id=\" |
|
1505 | "<div id=\"4ad544ff-a161-4493-ba2c-f99531e317bd\" style=\"height: 300px; width:80%;\"></div>" | |
1282 | ] |
|
1506 | ] | |
1283 | }, |
|
1507 | }, | |
1284 | "metadata": {}, |
|
1508 | "metadata": {}, | |
1285 | "output_type": "display_data" |
|
1509 | "output_type": "display_data" | |
1286 | }, |
|
1510 | }, | |
1287 | { |
|
1511 | { | |
1288 | "data": { |
|
1512 | "data": { | |
1289 | "application/javascript": [ |
|
1513 | "application/javascript": [ | |
1290 | "\n", |
|
1514 | "\n", | |
1291 | " require([\"//cdnjs.cloudflare.com/ajax/libs/flot/0.8.2/jquery.flot.min.js\"], function() {\n", |
|
1515 | " require([\"//cdnjs.cloudflare.com/ajax/libs/flot/0.8.2/jquery.flot.min.js\"], function() {\n", | |
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|
1516 | " var line = JSON.parse(\"[[0.0, 0.0], [0.20408163265306123, 0.20266793654820095], [0.40816326530612246, 0.39692414892492234], [0.6122448979591837, 0.5747060412161791], [0.8163265306122449, 0.7286347834693503], [1.0204081632653061, 0.8523215697196184], [1.2244897959183674, 0.9406327851124867], [1.4285714285714286, 0.9899030763721239], [1.6326530612244898, 0.9980874821347183], [1.836734693877551, 0.9648463089837632], [2.0408163265306123, 0.8915592304110037], [2.2448979591836737, 0.7812680235262639], [2.4489795918367347, 0.6385503202266021], [2.6530612244897958, 0.469329612777201], [2.857142857142857, 0.28062939951435684], [3.0612244897959187, 0.0802816748428135], [3.2653061224489797, -0.12339813736217871], [3.4693877551020407, -0.3219563150726187], [3.673469387755102, -0.5071517094845144], [3.8775510204081636, -0.6712977935519321], [4.081632653061225, -0.8075816909683364], [4.285714285714286, -0.9103469443107828], [4.4897959183673475, -0.9753282860670456], [4.6938775510204085, -0.9998286683840896], [4.8979591836734695, -0.9828312039256306], [5.1020408163265305, -0.9250413717382029], [5.3061224489795915, -0.8288577363730427], [5.510204081632653, -0.6982723955653996], [5.714285714285714, -0.5387052883861563], [5.918367346938775, -0.35677924089893803], [6.122448979591837, -0.16004508604325057], [6.326530612244898, 0.04333173336868346], [6.530612244897959, 0.2449100710119793], [6.73469387755102, 0.4363234264718193], [6.938775510204081, 0.6096271964908323], [7.142857142857143, 0.7576284153927202], [7.346938775510204, 0.8741842988197335], [7.551020408163265, 0.9544571997387519], [7.755102040816327, 0.9951153947776636], [7.959183673469388, 0.9944713672636168], [8.16326530612245, 0.9525518475314604], [8.36734693877551, 0.8710967034823207], [8.571428571428571, 0.7534867274396376], [8.775510204081632, 0.6046033165061543], [8.979591836734695, 0.43062587038273736], [9.183673469387756, 0.23877531564403087], [9.387755102040817, 0.03701440148506237], [9.591836734693878, -0.1662827938487564], [9.795918367346939, -0.3626784288265488], [10.0, -0.5440211108893699]]\");\n", | |
1293 | " console.log(line);\n", |
|
1517 | " console.log(line);\n", | |
1294 |
" $.plot(\"# |
|
1518 | " $.plot(\"#4ad544ff-a161-4493-ba2c-f99531e317bd\", [line]);\n", | |
1295 | " });\n", |
|
1519 | " });\n", | |
1296 | " " |
|
1520 | " " | |
1297 | ] |
|
1521 | ] | |
1298 | }, |
|
1522 | }, | |
1299 | "metadata": {}, |
|
1523 | "metadata": {}, | |
1300 | "output_type": "display_data" |
|
1524 | "output_type": "display_data" | |
1301 | } |
|
1525 | } | |
1302 | ], |
|
1526 | ], | |
1303 | "source": [ |
|
1527 | "source": [ | |
1304 | "import numpy as np\n", |
|
1528 | "import numpy as np\n", | |
1305 | "x = np.linspace(0,10)\n", |
|
1529 | "x = np.linspace(0,10)\n", | |
1306 | "y = np.sin(x)\n", |
|
1530 | "y = np.sin(x)\n", | |
1307 | "FlotPlot(x, np.sin(x))" |
|
1531 | "FlotPlot(x, np.sin(x))" | |
1308 | ] |
|
1532 | ] | |
1309 | }, |
|
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1310 | { |
|
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1311 | "cell_type": "code", |
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1312 | "execution_count": null, |
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1313 | "metadata": { |
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1314 | "collapsed": false |
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1315 | }, |
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1316 | "outputs": [], |
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1317 | "source": [] |
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|||
1318 | } |
|
1533 | } | |
1319 | ], |
|
1534 | ], | |
1320 | "metadata": { |
|
1535 | "metadata": { | |
1321 | "kernelspec": { |
|
1536 | "kernelspec": { | |
1322 | "display_name": "Python 3", |
|
1537 | "display_name": "Python 3", | |
1323 | "language": "python", |
|
1538 | "language": "python", | |
1324 | "name": "python3" |
|
1539 | "name": "python3" | |
1325 | }, |
|
1540 | }, | |
1326 | "language_info": { |
|
1541 | "language_info": { | |
1327 | "codemirror_mode": { |
|
1542 | "codemirror_mode": { | |
1328 | "name": "ipython", |
|
1543 | "name": "ipython", | |
1329 | "version": 3 |
|
1544 | "version": 3 | |
1330 | }, |
|
1545 | }, | |
1331 | "file_extension": ".py", |
|
1546 | "file_extension": ".py", | |
1332 | "mimetype": "text/x-python", |
|
1547 | "mimetype": "text/x-python", | |
1333 | "name": "python", |
|
1548 | "name": "python", | |
1334 | "nbconvert_exporter": "python", |
|
1549 | "nbconvert_exporter": "python", | |
1335 | "pygments_lexer": "ipython3", |
|
1550 | "pygments_lexer": "ipython3", | |
1336 | "version": "3.4.2" |
|
1551 | "version": "3.4.2" | |
1337 | } |
|
1552 | } | |
1338 | }, |
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1553 | }, | |
1339 | "nbformat": 4, |
|
1554 | "nbformat": 4, | |
1340 | "nbformat_minor": 0 |
|
1555 | "nbformat_minor": 0 | |
1341 | } |
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1556 | } |
@@ -1,184 +1,198 b'' | |||||
1 | { |
|
1 | { | |
2 | "cells": [ |
|
2 | "cells": [ | |
3 | { |
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3 | { | |
4 | "cell_type": "markdown", |
|
4 | "cell_type": "markdown", | |
5 | "metadata": {}, |
|
5 | "metadata": {}, | |
6 | "source": [ |
|
6 | "source": [ | |
7 | "<img src=\"../images/ipython_logo.png\">" |
|
7 | "<img src=\"../images/ipython_logo.png\">" | |
8 | ] |
|
8 | ] | |
9 | }, |
|
9 | }, | |
10 | { |
|
10 | { | |
11 | "cell_type": "markdown", |
|
11 | "cell_type": "markdown", | |
12 | "metadata": {}, |
|
12 | "metadata": {}, | |
13 | "source": [ |
|
13 | "source": [ | |
14 | "Back to the main [Index](../Index.ipynb)" |
|
14 | "Back to the main [Index](../Index.ipynb)" | |
15 | ] |
|
15 | ] | |
16 | }, |
|
16 | }, | |
17 | { |
|
17 | { | |
18 | "cell_type": "markdown", |
|
18 | "cell_type": "markdown", | |
19 | "metadata": {}, |
|
19 | "metadata": {}, | |
20 | "source": [ |
|
20 | "source": [ | |
21 | "# IPython Kernel" |
|
21 | "# IPython Kernel" | |
22 | ] |
|
22 | ] | |
23 | }, |
|
23 | }, | |
24 | { |
|
24 | { | |
25 | "cell_type": "markdown", |
|
25 | "cell_type": "markdown", | |
26 | "metadata": {}, |
|
26 | "metadata": {}, | |
27 | "source": [ |
|
27 | "source": [ | |
28 | "IPython provides extensions to the Python programming language that make working interactively convenient and efficient. These extensions are implemented in the IPython Kernel and are available in all of the IPython Frontends (Notebook, Terminal, Console and Qt Console) when running this kernel." |
|
28 | "IPython provides extensions to the Python programming language that make working interactively convenient and efficient. These extensions are implemented in the IPython Kernel and are available in all of the IPython Frontends (Notebook, Terminal, Console and Qt Console) when running this kernel." | |
29 | ] |
|
29 | ] | |
30 | }, |
|
30 | }, | |
31 | { |
|
31 | { | |
32 | "cell_type": "markdown", |
|
32 | "cell_type": "markdown", | |
33 | "metadata": {}, |
|
33 | "metadata": {}, | |
34 | "source": [ |
|
34 | "source": [ | |
35 | "## Tutorials" |
|
35 | "## Tutorials" | |
36 | ] |
|
36 | ] | |
37 | }, |
|
37 | }, | |
38 | { |
|
38 | { | |
39 | "cell_type": "markdown", |
|
39 | "cell_type": "markdown", | |
40 | "metadata": {}, |
|
40 | "metadata": {}, | |
41 | "source": [ |
|
41 | "source": [ | |
42 | "* [Cell Magics](Cell Magics.ipynb)\n", |
|
42 | "* [Cell Magics](Cell Magics.ipynb)\n", | |
43 | "* [Script Magics](Script Magics.ipynb)\n", |
|
43 | "* [Script Magics](Script Magics.ipynb)\n", | |
44 | "* [Rich Output](Rich Output.ipynb)\n", |
|
44 | "* [Rich Output](Rich Output.ipynb)\n", | |
45 | "* [Custom Display Logic](Custom Display Logic.ipynb)\n", |
|
45 | "* [Custom Display Logic](Custom Display Logic.ipynb)\n", | |
46 | "* [Plotting in the Notebook](Plotting in the Notebook.ipynb)\n", |
|
46 | "* [Plotting in the Notebook](Plotting in the Notebook.ipynb)\n", | |
47 | "* [Capturing Output](Capturing Output.ipynb)" |
|
47 | "* [Capturing Output](Capturing Output.ipynb)" | |
48 | ] |
|
48 | ] | |
49 | }, |
|
49 | }, | |
50 | { |
|
50 | { | |
51 | "cell_type": "markdown", |
|
51 | "cell_type": "markdown", | |
52 | "metadata": {}, |
|
52 | "metadata": {}, | |
53 | "source": [ |
|
53 | "source": [ | |
54 | "## Examples" |
|
54 | "## Examples" | |
55 | ] |
|
55 | ] | |
56 | }, |
|
56 | }, | |
57 | { |
|
57 | { | |
58 | "cell_type": "markdown", |
|
58 | "cell_type": "markdown", | |
59 | "metadata": {}, |
|
59 | "metadata": {}, | |
60 | "source": [ |
|
60 | "source": [ | |
61 | "* [Background Jobs](Background Jobs.ipynb)\n", |
|
61 | "* [Background Jobs](Background Jobs.ipynb)\n", | |
62 | "* [Trapezoid Rule](Trapezoid Rule.ipynb)\n", |
|
62 | "* [Trapezoid Rule](Trapezoid Rule.ipynb)\n", | |
63 | "* [SymPy](SymPy.ipynb)\n", |
|
63 | "* [SymPy](SymPy.ipynb)\n", | |
64 | "* [Raw Input in the Notebook](Raw Input in the Notebook.ipynb)" |
|
64 | "* [Raw Input in the Notebook](Raw Input in the Notebook.ipynb)" | |
65 | ] |
|
65 | ] | |
66 | }, |
|
66 | }, | |
67 | { |
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67 | { | |
68 | "cell_type": "markdown", |
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68 | "cell_type": "markdown", | |
69 | "metadata": {}, |
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69 | "metadata": {}, | |
70 | "source": [ |
|
70 | "source": [ | |
71 | "## Non-notebook examples" |
|
71 | "## Non-notebook examples" | |
72 | ] |
|
72 | ] | |
73 | }, |
|
73 | }, | |
74 | { |
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74 | { | |
75 | "cell_type": "markdown", |
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75 | "cell_type": "markdown", | |
76 | "metadata": {}, |
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76 | "metadata": {}, | |
77 | "source": [ |
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77 | "source": [ | |
78 | "This directory also contains examples that are regular Python (`.py`) files." |
|
78 | "This directory also contains examples that are regular Python (`.py`) files." | |
79 | ] |
|
79 | ] | |
80 | }, |
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80 | }, | |
81 | { |
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81 | { | |
82 | "cell_type": "code", |
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82 | "cell_type": "code", | |
83 | "execution_count": 1, |
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83 | "execution_count": 1, | |
84 | "metadata": { |
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84 | "metadata": { | |
85 | "collapsed": false |
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85 | "collapsed": false | |
86 | }, |
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86 | }, | |
87 | "outputs": [ |
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87 | "outputs": [ | |
88 | { |
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88 | { | |
89 | "data": { |
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89 | "data": { | |
90 | "text/html": [ |
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90 | "text/html": [ | |
91 | "<a href='example-demo.py' target='_blank'>example-demo.py</a><br>" |
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91 | "<a href='example-demo.py' target='_blank'>example-demo.py</a><br>" | |
92 | ], |
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92 | ], | |
93 | "text/plain": [ |
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93 | "text/plain": [ | |
94 |
"/Users/ |
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94 | "/Users/minrk/dev/ip/mine/examples/IPython Kernel/example-demo.py" | |
95 | ] |
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95 | ] | |
96 | }, |
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96 | }, | |
97 | "metadata": {}, |
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97 | "metadata": {}, | |
98 | "output_type": "display_data" |
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101 | "data": { |
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101 | "data": { | |
102 | "text/html": [ |
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102 | "text/html": [ | |
103 | "<a href='ipython-get-history.py' target='_blank'>ipython-get-history.py</a><br>" |
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103 | "<a href='ipython-get-history.py' target='_blank'>ipython-get-history.py</a><br>" | |
104 | ], |
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104 | ], | |
105 | "text/plain": [ |
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106 |
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106 | "/Users/minrk/dev/ip/mine/examples/IPython Kernel/ipython-get-history.py" | |
107 | ] |
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109 | "metadata": {}, |
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109 | "metadata": {}, | |
110 | "output_type": "display_data" |
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111 | } |
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112 | ], |
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113 | "source": [ |
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113 | "source": [ | |
114 | "%run ../utils/list_pyfiles.ipy" |
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114 | "%run ../utils/list_pyfiles.ipy" | |
115 | ] |
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115 | ] | |
116 | }, |
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120 | "source": [ |
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121 | "There are also a set of examples that show how to integrate IPython with different GUI event loops:" |
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121 | "There are also a set of examples that show how to integrate IPython with different GUI event loops:" | |
122 | ] |
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122 | ] | |
123 | }, |
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133 | "text/html": [ |
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138 | "data/\n", | |||
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134 | "gui/<br>\n", |
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148 | "gui/<br>\n", | |
135 | " <a href='gui/gui-glut.py' target='_blank'>gui-glut.py</a><br>\n", |
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149 | " <a href='gui/gui-glut.py' target='_blank'>gui-glut.py</a><br>\n", | |
136 | " <a href='gui/gui-gtk.py' target='_blank'>gui-gtk.py</a><br>\n", |
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150 | " <a href='gui/gui-gtk.py' target='_blank'>gui-gtk.py</a><br>\n", | |
137 | " <a href='gui/gui-gtk3.py' target='_blank'>gui-gtk3.py</a><br>\n", |
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151 | " <a href='gui/gui-gtk3.py' target='_blank'>gui-gtk3.py</a><br>\n", | |
138 | " <a href='gui/gui-pyglet.py' target='_blank'>gui-pyglet.py</a><br>\n", |
|
152 | " <a href='gui/gui-pyglet.py' target='_blank'>gui-pyglet.py</a><br>\n", | |
139 | " <a href='gui/gui-qt.py' target='_blank'>gui-qt.py</a><br>\n", |
|
153 | " <a href='gui/gui-qt.py' target='_blank'>gui-qt.py</a><br>\n", | |
140 | " <a href='gui/gui-tk.py' target='_blank'>gui-tk.py</a><br>\n", |
|
154 | " <a href='gui/gui-tk.py' target='_blank'>gui-tk.py</a><br>\n", | |
141 | " <a href='gui/gui-wx.py' target='_blank'>gui-wx.py</a><br>" |
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155 | " <a href='gui/gui-wx.py' target='_blank'>gui-wx.py</a><br>" | |
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144 | "gui/\n", |
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158 | "gui/\n", | |
145 | " gui-glut.py\n", |
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159 | " gui-glut.py\n", | |
146 | " gui-gtk.py\n", |
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160 | " gui-gtk.py\n", | |
147 | " gui-gtk3.py\n", |
|
161 | " gui-gtk3.py\n", | |
148 | " gui-pyglet.py\n", |
|
162 | " gui-pyglet.py\n", | |
149 | " gui-qt.py\n", |
|
163 | " gui-qt.py\n", | |
150 | " gui-tk.py\n", |
|
164 | " gui-tk.py\n", | |
151 | " gui-wx.py" |
|
165 | " gui-wx.py" | |
152 | ] |
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166 | ] | |
153 | }, |
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167 | }, | |
154 | "metadata": {}, |
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155 | "output_type": "display_data" |
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156 | } |
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170 | } | |
157 | ], |
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171 | ], | |
158 | "source": [ |
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172 | "source": [ | |
159 | "%run ../utils/list_subdirs.ipy" |
|
173 | "%run ../utils/list_subdirs.ipy" | |
160 | ] |
|
174 | ] | |
161 | } |
|
175 | } | |
162 | ], |
|
176 | ], | |
163 | "metadata": { |
|
177 | "metadata": { | |
164 | "kernelspec": { |
|
178 | "kernelspec": { | |
165 | "display_name": "Python 3", |
|
179 | "display_name": "Python 3", | |
166 | "language": "python", |
|
180 | "language": "python", | |
167 | "name": "python3" |
|
181 | "name": "python3" | |
168 | }, |
|
182 | }, | |
169 | "language_info": { |
|
183 | "language_info": { | |
170 | "codemirror_mode": { |
|
184 | "codemirror_mode": { | |
171 | "name": "ipython", |
|
185 | "name": "ipython", | |
172 | "version": 3 |
|
186 | "version": 3 | |
173 | }, |
|
187 | }, | |
174 | "file_extension": ".py", |
|
188 | "file_extension": ".py", | |
175 | "mimetype": "text/x-python", |
|
189 | "mimetype": "text/x-python", | |
176 | "name": "python", |
|
190 | "name": "python", | |
177 | "nbconvert_exporter": "python", |
|
191 | "nbconvert_exporter": "python", | |
178 | "pygments_lexer": "ipython3", |
|
192 | "pygments_lexer": "ipython3", | |
179 | "version": "3.4.2" |
|
193 | "version": "3.4.2" | |
180 | } |
|
194 | } | |
181 | }, |
|
195 | }, | |
182 | "nbformat": 4, |
|
196 | "nbformat": 4, | |
183 | "nbformat_minor": 0 |
|
197 | "nbformat_minor": 0 | |
184 | } |
|
198 | } |
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