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1 | .. _nbconvert: |
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1 | .. _nbconvert: | |
2 |
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2 | |||
3 | Converting notebooks to other formats |
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3 | Converting notebooks to other formats | |
4 | ===================================== |
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4 | ===================================== | |
5 |
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5 | |||
6 | Newly added in the 1.0 release of IPython is the ``nbconvert`` tool, which |
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6 | Newly added in the 1.0 release of IPython is the ``nbconvert`` tool, which | |
7 | allows you to convert an ``.ipynb`` notebook document file into various static |
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7 | allows you to convert an ``.ipynb`` notebook document file into various static | |
8 | formats. |
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8 | formats. | |
9 |
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9 | |||
10 | Currently, ``nbconvert`` is provided as a command line tool, run as a script |
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10 | Currently, ``nbconvert`` is provided as a command line tool, run as a script | |
11 | using IPython. A direct export capability from within the |
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11 | using IPython. A direct export capability from within the | |
12 | IPython Notebook web app is planned. |
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12 | IPython Notebook web app is planned. | |
13 |
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13 | |||
14 | The command-line syntax to run the ``nbconvert`` script is:: |
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14 | The command-line syntax to run the ``nbconvert`` script is:: | |
15 |
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15 | |||
16 | $ ipython nbconvert --to FORMAT notebook.ipynb |
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16 | $ ipython nbconvert --to FORMAT notebook.ipynb | |
17 |
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17 | |||
18 | This will convert the IPython document file ``notebook.ipynb`` into the output |
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18 | This will convert the IPython document file ``notebook.ipynb`` into the output | |
19 | format given by the ``FORMAT`` string. |
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19 | format given by the ``FORMAT`` string. | |
20 |
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20 | |||
21 | The default output format is html, for which the ``--to`` argument may be |
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21 | The default output format is html, for which the ``--to`` argument may be | |
22 | omitted:: |
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22 | omitted:: | |
23 |
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23 | |||
24 | $ ipython nbconvert notebook.ipynb |
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24 | $ ipython nbconvert notebook.ipynb | |
25 |
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25 | |||
26 | IPython provides a few templates for some output formats, and these can be |
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26 | IPython provides a few templates for some output formats, and these can be | |
27 | specified via an additional ``--template`` argument. |
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27 | specified via an additional ``--template`` argument. | |
28 |
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28 | |||
29 | The currently supported export formats are: |
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29 | The currently supported export formats are: | |
30 |
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30 | |||
31 | * ``--to html`` |
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31 | * ``--to html`` | |
32 |
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32 | |||
33 | - ``--template full`` (default) |
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33 | - ``--template full`` (default) | |
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34 | ||||
34 | A full static HTML render of the notebook. |
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35 | A full static HTML render of the notebook. | |
35 | This looks very similar to the interactive view. |
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36 | This looks very similar to the interactive view. | |
36 |
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37 | |||
37 | - ``--template basic`` |
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38 | - ``--template basic`` | |
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39 | ||||
38 | Simplified HTML, useful for embedding in webpages, blogs, etc. |
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40 | Simplified HTML, useful for embedding in webpages, blogs, etc. | |
39 | This excludes HTML headers. |
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41 | This excludes HTML headers. | |
40 |
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42 | |||
41 | * ``--to latex`` |
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43 | * ``--to latex`` | |
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44 | ||||
42 | Latex export. This generates ``NOTEBOOK_NAME.tex`` file, |
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45 | Latex export. This generates ``NOTEBOOK_NAME.tex`` file, | |
43 | ready for export. You can automatically run latex on it to generate a PDF |
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46 | ready for export. You can automatically run latex on it to generate a PDF | |
44 | by adding ``--post PDF``. |
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47 | by adding ``--post PDF``. | |
45 |
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48 | |||
46 | - ``--template article`` (default) |
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49 | - ``--template article`` (default) | |
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50 | ||||
47 | Latex article, derived from Sphinx's howto template. |
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51 | Latex article, derived from Sphinx's howto template. | |
48 |
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52 | |||
49 | - ``--template book`` |
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53 | - ``--template book`` | |
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54 | ||||
50 | Latex book, derived from Sphinx's manual template. |
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55 | Latex book, derived from Sphinx's manual template. | |
51 |
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56 | |||
52 | - ``--template basic`` |
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57 | - ``--template basic`` | |
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58 | ||||
53 | Very basic latex output - mainly meant as a starting point for custom templates. |
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59 | Very basic latex output - mainly meant as a starting point for custom templates. | |
54 |
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60 | |||
55 | * ``--to slides`` |
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61 | * ``--to slides`` | |
56 |
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62 | |||
57 | This generates a Reveal.js HTML slideshow. |
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63 | This generates a Reveal.js HTML slideshow. | |
58 | It must be served by an HTTP server. The easiest way to get this is to add |
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64 | It must be served by an HTTP server. The easiest way to get this is to add | |
59 | ``--post serve`` on the command-line. |
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65 | ``--post serve`` on the command-line. | |
60 |
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66 | |||
61 |
* ``--to markdown`` |
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67 | * ``--to markdown`` | |
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68 | ||||
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69 | Simple markdown output. Markdown cells are unaffected, | |||
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70 | and code cells are placed in triple-backtick (``\`\`\```) blocks. | |||
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71 | ||||
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72 | * ``--to rst`` | |||
62 |
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73 | |||
63 | * ``--to rst`` reStructuredText |
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74 | Basic reStructuredText output. Useful as a starting point for embedding notebooks | |
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75 | in Sphinx docs. | |||
64 |
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76 | |||
65 | * ``--to python`` Convert a notebook to an executable Python script. |
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77 | * ``--to python`` | |
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78 | ||||
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79 | Convert a notebook to an executable Python script. | |||
66 | This is the simplest way to get a Python script out of a notebook. |
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80 | This is the simplest way to get a Python script out of a notebook. | |
67 | If there were any magics in the notebook, this may only be executable from |
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81 | If there were any magics in the notebook, this may only be executable from | |
68 | an IPython session. |
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82 | an IPython session. | |
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83 | ||||
69 |
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84 | |||
70 | The output file created by ``nbconvert`` will have the same base name as |
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85 | The output file created by ``nbconvert`` will have the same base name as | |
71 | the notebook and will be placed in the current working directory. Any |
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86 | the notebook and will be placed in the current working directory. Any | |
72 | supporting files (graphics, etc) will be placed in a new directory with the |
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87 | supporting files (graphics, etc) will be placed in a new directory with the | |
73 | same base name as the notebook, suffixed with ``_files``:: |
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88 | same base name as the notebook, suffixed with ``_files``:: | |
74 |
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89 | |||
75 | $ ipython nbconvert notebook.ipynb |
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90 | $ ipython nbconvert notebook.ipynb | |
76 | $ ls |
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91 | $ ls | |
77 | notebook.ipynb notebook.html notebook_files/ |
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92 | notebook.ipynb notebook.html notebook_files/ | |
78 |
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93 | |||
79 | For simple single-file output, such as html, markdown, etc., |
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94 | For simple single-file output, such as html, markdown, etc., | |
80 | the output may be sent to standard output with:: |
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95 | the output may be sent to standard output with:: | |
81 |
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96 | |||
82 | $ ipython nbconvert --to markdown notebook.ipynb --stdout |
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97 | $ ipython nbconvert --to markdown notebook.ipynb --stdout | |
83 |
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98 | |||
84 | Multiple notebooks can be specified from the command line:: |
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99 | Multiple notebooks can be specified from the command line:: | |
85 |
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100 | |||
86 | $ ipython nbconvert notebook*.ipynb |
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101 | $ ipython nbconvert notebook*.ipynb | |
87 | $ ipython nbconvert notebook1.ipynb notebook2.ipynb |
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102 | $ ipython nbconvert notebook1.ipynb notebook2.ipynb | |
88 |
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103 | |||
89 | or via a list in a configuration file, say ``mycfg.py``, containing the text:: |
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104 | or via a list in a configuration file, say ``mycfg.py``, containing the text:: | |
90 |
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105 | |||
91 | c = get_config() |
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106 | c = get_config() | |
92 | c.NbConvertApp.notebooks = ["notebook1.ipynb", "notebook2.ipynb"] |
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107 | c.NbConvertApp.notebooks = ["notebook1.ipynb", "notebook2.ipynb"] | |
93 |
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108 | |||
94 | and using the command:: |
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109 | and using the command:: | |
95 |
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110 | |||
96 | $ ipython nbconvert --config mycfg.py |
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111 | $ ipython nbconvert --config mycfg.py | |
97 |
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112 | |||
98 |
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113 | |||
99 | .. _notebook_format: |
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114 | .. _notebook_format: | |
100 |
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115 | |||
101 | Notebook JSON file format |
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116 | Notebook JSON file format | |
102 | ------------------------- |
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117 | ------------------------- | |
103 |
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118 | |||
104 | Notebook documents are JSON files with an ``.ipynb`` extension, formatted |
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119 | Notebook documents are JSON files with an ``.ipynb`` extension, formatted | |
105 | as legibly as possible with minimal extra indentation and cell content broken |
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120 | as legibly as possible with minimal extra indentation and cell content broken | |
106 | across lines to make them reasonably friendly to use in version-control |
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121 | across lines to make them reasonably friendly to use in version-control | |
107 | workflows. You should be very careful if you ever manually edit this JSON |
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122 | workflows. You should be very careful if you ever manually edit this JSON | |
108 | data, as it is extremely easy to corrupt its internal structure and make the |
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123 | data, as it is extremely easy to corrupt its internal structure and make the | |
109 | file impossible to load. In general, you should consider the notebook as a |
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124 | file impossible to load. In general, you should consider the notebook as a | |
110 | file meant only to be edited by the IPython Notebook app itself, not for |
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125 | file meant only to be edited by the IPython Notebook app itself, not for | |
111 | hand-editing. |
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126 | hand-editing. | |
112 |
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127 | |||
113 | .. note:: |
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128 | .. note:: | |
114 |
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129 | |||
115 | Binary data such as figures are also saved directly in the JSON file. |
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130 | Binary data such as figures are also saved directly in the JSON file. | |
116 | This provides convenient single-file portability, but means that the |
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131 | This provides convenient single-file portability, but means that the | |
117 | files can be large; a ``diff`` of binary data is also not very |
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132 | files can be large; a ``diff`` of binary data is also not very | |
118 | meaningful. Since the binary blobs are encoded in a single line, they |
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133 | meaningful. Since the binary blobs are encoded in a single line, they | |
119 | affect only one line of the ``diff`` output, but they are typically very |
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134 | affect only one line of the ``diff`` output, but they are typically very | |
120 | long lines. You can use the ``Cell | All Output | Clear`` menu option to |
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135 | long lines. You can use the ``Cell | All Output | Clear`` menu option to | |
121 | remove all output from a notebook prior to committing it to version |
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136 | remove all output from a notebook prior to committing it to version | |
122 | control, if this is a concern. |
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137 | control, if this is a concern. | |
123 |
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138 | |||
124 | The notebook server can also generate a pure Python version of your notebook, |
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139 | The notebook server can also generate a pure Python version of your notebook, | |
125 | using the ``File | Download as`` menu option. The resulting ``.py`` file will |
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140 | using the ``File | Download as`` menu option. The resulting ``.py`` file will | |
126 | contain all the code cells from your notebook verbatim, and all Markdown cells |
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141 | contain all the code cells from your notebook verbatim, and all Markdown cells | |
127 | prepended with a comment marker. The separation between code and Markdown |
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142 | prepended with a comment marker. The separation between code and Markdown | |
128 | cells is indicated with special comments and there is a header indicating the |
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143 | cells is indicated with special comments and there is a header indicating the | |
129 | format version. All output is removed when exporting to Python. |
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144 | format version. All output is removed when exporting to Python. | |
130 |
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145 | |||
131 | As an example, consider a simple notebook called ``simple.ipynb`` which |
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146 | As an example, consider a simple notebook called ``simple.ipynb`` which | |
132 | contains one Markdown cell, with the content ``The simplest notebook.``, one |
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147 | contains one Markdown cell, with the content ``The simplest notebook.``, one | |
133 | code input cell with the content ``print "Hello, IPython!"``, and the |
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148 | code input cell with the content ``print "Hello, IPython!"``, and the | |
134 | corresponding output. |
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149 | corresponding output. | |
135 |
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150 | |||
136 | The contents of the notebook document ``simple.ipynb`` is the following JSON |
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151 | The contents of the notebook document ``simple.ipynb`` is the following JSON | |
137 | container:: |
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152 | container:: | |
138 |
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153 | |||
139 | { |
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154 | { | |
140 | "metadata": { |
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155 | "metadata": { | |
141 | "name": "simple" |
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156 | "name": "simple" | |
142 | }, |
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157 | }, | |
143 | "nbformat": 3, |
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158 | "nbformat": 3, | |
144 | "nbformat_minor": 0, |
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159 | "nbformat_minor": 0, | |
145 | "worksheets": [ |
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160 | "worksheets": [ | |
146 | { |
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161 | { | |
147 | "cells": [ |
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162 | "cells": [ | |
148 | { |
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163 | { | |
149 | "cell_type": "markdown", |
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164 | "cell_type": "markdown", | |
150 | "metadata": {}, |
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165 | "metadata": {}, | |
151 | "source": "The simplest notebook." |
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166 | "source": "The simplest notebook." | |
152 | }, |
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167 | }, | |
153 | { |
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168 | { | |
154 | "cell_type": "code", |
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169 | "cell_type": "code", | |
155 | "collapsed": false, |
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170 | "collapsed": false, | |
156 | "input": "print \"Hello, IPython\"", |
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171 | "input": "print \"Hello, IPython\"", | |
157 | "language": "python", |
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172 | "language": "python", | |
158 | "metadata": {}, |
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173 | "metadata": {}, | |
159 | "outputs": [ |
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174 | "outputs": [ | |
160 | { |
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175 | { | |
161 | "output_type": "stream", |
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176 | "output_type": "stream", | |
162 | "stream": "stdout", |
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177 | "stream": "stdout", | |
163 | "text": "Hello, IPython\n" |
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178 | "text": "Hello, IPython\n" | |
164 | } |
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179 | } | |
165 | ], |
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180 | ], | |
166 | "prompt_number": 1 |
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181 | "prompt_number": 1 | |
167 | } |
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182 | } | |
168 | ], |
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183 | ], | |
169 | "metadata": {} |
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184 | "metadata": {} | |
170 | } |
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185 | } | |
171 | ] |
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186 | ] | |
172 | } |
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187 | } | |
173 |
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188 | |||
174 |
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189 | |||
175 | The corresponding Python script is:: |
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190 | The corresponding Python script is:: | |
176 |
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191 | |||
177 | # -*- coding: utf-8 -*- |
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192 | # -*- coding: utf-8 -*- | |
178 | # <nbformat>3.0</nbformat> |
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193 | # <nbformat>3.0</nbformat> | |
179 |
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194 | |||
180 | # <markdowncell> |
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195 | # <markdowncell> | |
181 |
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196 | |||
182 | # The simplest notebook. |
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197 | # The simplest notebook. | |
183 |
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198 | |||
184 | # <codecell> |
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199 | # <codecell> | |
185 |
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200 | |||
186 | print "Hello, IPython" |
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201 | print "Hello, IPython" | |
187 |
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202 | |||
188 | Note that indeed the output of the code cell, which is present in the JSON |
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203 | Note that indeed the output of the code cell, which is present in the JSON | |
189 | container, has been removed in the ``.py`` script. |
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204 | container, has been removed in the ``.py`` script. | |
190 |
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205 |
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