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1 | .. _htmlnotebook: |
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1 | .. _htmlnotebook: | |
2 |
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2 | |||
3 | The IPython Notebook |
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3 | The IPython Notebook | |
4 | ==================== |
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4 | ==================== | |
5 |
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5 | |||
6 | The IPython Notebook is part of the IPython package, which aims to provide a |
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6 | The IPython Notebook is part of the IPython package, which aims to provide a | |
7 | powerful, interactive approach to scientific computation. |
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7 | powerful, interactive approach to scientific computation. | |
8 | The IPython Notebook extends the previous text-console-based approach, and the |
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8 | The IPython Notebook extends the previous text-console-based approach, and the | |
9 | later Qt console, in a qualitatively new diretion, providing a web-based |
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9 | later Qt console, in a qualitatively new diretion, providing a web-based | |
10 | application suitable for capturing the whole scientific computation process. |
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10 | application suitable for capturing the whole scientific computation process. | |
11 |
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11 | |||
12 | .. seealso:: |
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12 | .. seealso:: | |
13 |
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13 | |||
14 | :ref:`Installation requirements <installnotebook>` for the Notebook. |
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14 | :ref:`Installation requirements <installnotebook>` for the Notebook. | |
15 |
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15 | |||
16 |
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16 | |||
17 | .. Basic structure |
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17 | .. Basic structure | |
18 | .. --------------- |
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18 | .. --------------- | |
19 |
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19 | |||
20 | Introduction |
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20 | Introduction | |
21 | ------------ |
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21 | ------------ | |
22 |
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22 | |||
23 | The IPython Notebook combines two components: |
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23 | The IPython Notebook combines two components: | |
24 |
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24 | |||
25 | * **The IPython Notebook web application**: |
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25 | * **The IPython Notebook web application**: | |
26 |
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26 | |||
27 | The *IPython Notebook web app* is a browser-based tool for interactive |
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27 | The *IPython Notebook web app* is a browser-based tool for interactive | |
28 | authoring of literate computations, in which explanatory text, |
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28 | authoring of literate computations, in which explanatory text, | |
29 | mathematics, computations and rich media output may be combined. Input |
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29 | mathematics, computations and rich media output may be combined. Input | |
30 | and output are stored in persistent cells that may be edited in-place. |
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30 | and output are stored in persistent cells that may be edited in-place. | |
31 |
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31 | |||
32 | * **Notebook documents**: |
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32 | * **Notebook documents**: | |
33 |
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33 | |||
34 | *Notebook documents*, or *notebooks*, are plain text documents which |
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34 | *Notebook documents*, or *notebooks*, are plain text documents which | |
35 | record all inputs and outputs of the computations, interspersed with |
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35 | record all inputs and outputs of the computations, interspersed with | |
36 | text, mathematics and HTML 5 representations of objects, in a literate |
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36 | text, mathematics and HTML 5 representations of objects, in a literate | |
37 | style. |
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37 | style. | |
38 |
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38 | |||
39 | Since the similarity in names can lead to some confusion, in this |
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39 | Since the similarity in names can lead to some confusion, in this | |
40 | documentation we will use capitalization of the word "notebook" to |
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40 | documentation we will use capitalization of the word "notebook" to | |
41 | distinguish the Notebook app and notebook documents, thinking of the |
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41 | distinguish the Notebook app and notebook documents, thinking of the | |
42 | Notebook app as being a proper noun. We will also always refer to the |
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42 | Notebook app as being a proper noun. We will also always refer to the | |
43 | "Notebook app" when we are referring to the browser-based interface, |
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43 | "Notebook app" when we are referring to the browser-based interface, | |
44 | and usually to "notebook documents", instead of "notebooks", for added |
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44 | and usually to "notebook documents", instead of "notebooks", for added | |
45 | precision. |
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45 | precision. | |
46 |
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46 | |||
47 | We refer to the current state of the computational process taking place in the |
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47 | We refer to the current state of the computational process taking place in the | |
48 | Notebook app, i.e. the (numbered) sequence of input and output cells, as the |
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48 | Notebook app, i.e. the (numbered) sequence of input and output cells, as the | |
49 | *notebook space*. Notebook documents provide an *exact*, *one-to-one* record |
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49 | *notebook space*. Notebook documents provide an *exact*, *one-to-one* record | |
50 | of all the content in the notebook space, as a plain text file in JSON format. |
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50 | of all the content in the notebook space, as a plain text file in JSON format. | |
51 | The Notebook app automatically saves, at certain intervals, the contents of |
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51 | The Notebook app automatically saves, at certain intervals, the contents of | |
52 | the notebook space to a notebook document stored on disk, with the same name |
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52 | the notebook space to a notebook document stored on disk, with the same name | |
53 | as the title of the notebook space, and the file extension ``.ipynb``. For |
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53 | as the title of the notebook space, and the file extension ``.ipynb``. For | |
54 | this reason, there is no confusion about using the same word "notebook" for |
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54 | this reason, there is no confusion about using the same word "notebook" for | |
55 | both the notebook space and the corresponding notebook document, since they are |
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55 | both the notebook space and the corresponding notebook document, since they are | |
56 | really one and the same concept (we could say that they are "isomorphic"). |
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56 | really one and the same concept (we could say that they are "isomorphic"). | |
57 |
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57 | |||
58 |
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58 | |||
59 | Main features of the IPython Notebook web app |
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59 | Main features of the IPython Notebook web app | |
60 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
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60 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
61 |
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61 | |||
62 | The main features of the IPython Notebook app include: |
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62 | The main features of the IPython Notebook app include: | |
63 |
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63 | |||
64 | * In-browser editing for code, with automatic syntax highlighting and |
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64 | * In-browser editing for code, with automatic syntax highlighting and | |
65 | indentation and tab completion/introspection. |
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65 | indentation and tab completion/introspection. | |
66 |
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66 | |||
67 | * Literate combination of code with rich text using the Markdown_ markup |
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67 | * Literate combination of code with rich text using the Markdown_ markup | |
68 | language. |
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68 | language. | |
69 |
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69 | |||
70 | * Mathematics is easily included within the Markdown using LaTeX notation, and |
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70 | * Mathematics is easily included within the Markdown using LaTeX notation, and | |
71 | rendered natively by MathJax_. |
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71 | rendered natively by MathJax_. | |
72 |
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72 | |||
73 | * Displays rich data representations (e.g. HTML / LaTeX / SVG) as the result |
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73 | * Displays rich data representations (e.g. HTML / LaTeX / SVG) as the result | |
74 | of computations. |
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74 | of computations. | |
75 |
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75 | |||
76 | * Publication-quality figures in a range of formats (SVG / PNG), rendered by |
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76 | * Publication-quality figures in a range of formats (SVG / PNG), rendered by | |
77 | the matplotlib_ library, may be included inline and exported. |
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77 | the matplotlib_ library, may be included inline and exported. | |
78 |
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78 | |||
79 |
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79 | |||
80 | .. _MathJax: http://www.mathjax.org/ |
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80 | .. _MathJax: http://www.mathjax.org/ | |
81 | .. _matplotlib: http://matplotlib.org/ |
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81 | .. _matplotlib: http://matplotlib.org/ | |
82 | .. _Markdown: http://daringfireball.net/projects/markdown/syntax |
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82 | .. _Markdown: http://daringfireball.net/projects/markdown/syntax | |
83 |
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83 | |||
84 |
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84 | |||
85 | Notebook documents |
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85 | Notebook documents | |
86 | ~~~~~~~~~~~~~~~~~~ |
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86 | ~~~~~~~~~~~~~~~~~~ | |
87 |
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87 | |||
88 | Notebook document files are simple JSON_ files with the |
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88 | Notebook document files are simple JSON_ files with the | |
89 | extension ``.ipynb``. |
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89 | extension ``.ipynb``. | |
90 | Since JSON is just plain text, they can be easily version-controlled and shared with colleagues. |
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90 | Since JSON is just plain text, they can be easily version-controlled and shared with colleagues. | |
91 | The notebook stores a *complete*, *reproducible*, *one-to-one* copy of the state of the |
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91 | The notebook stores a *complete*, *reproducible*, *one-to-one* copy of the state of the | |
92 | computational state as it is inside the Notebook app. All computations |
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92 | computational state as it is inside the Notebook app. All computations | |
93 | carried out, and the corresponding results obtained, can be combined in |
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93 | carried out, and the corresponding results obtained, can be combined in | |
94 | a literate way, interleaving executable code with rich text, mathematics, |
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94 | a literate way, interleaving executable code with rich text, mathematics, | |
95 | and rich representations of objects. |
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95 | and rich representations of objects. | |
96 |
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96 | |||
97 | .. _JSON: http://en.wikipedia.org/wiki/JSON |
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97 | .. _JSON: http://en.wikipedia.org/wiki/JSON | |
98 |
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98 | |||
99 | Notebooks may easily be exported to a range of static formats, including |
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99 | Notebooks may easily be exported to a range of static formats, including | |
100 | HTML (for example, for blog posts), PDF and slide shows, |
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100 | HTML (for example, for blog posts), PDF and slide shows, | |
101 | via the new nbconvert_ command. |
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101 | via the new nbconvert_ command. | |
102 |
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102 | |||
103 | Furthermore, any ``.ipynb`` notebook document available from a public |
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103 | Furthermore, any ``.ipynb`` notebook document available from a public | |
104 | URL can be shared via the `IPython Notebook Viewer <nbviewer>`_ service. |
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104 | URL can be shared via the `IPython Notebook Viewer <nbviewer>`_ service. | |
105 | This service loads the notebook document from the URL and will |
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105 | This service loads the notebook document from the URL and will | |
106 | render it as a static web page. The results may thus be shared with a |
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106 | render it as a static web page. The results may thus be shared with a | |
107 | colleague, or as a public blog post, without other users needing to install |
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107 | colleague, or as a public blog post, without other users needing to install | |
108 | IPython themselves. NbViewer is simply NbConvert as a simple heroku webservice. |
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108 | IPython themselves. NbViewer is simply NbConvert as a simple heroku webservice. | |
109 |
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109 | |||
110 | See the :ref:`installation documentation <install_index>` for directions on |
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110 | See the :ref:`installation documentation <install_index>` for directions on | |
111 | how to install the notebook and its dependencies. |
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111 | how to install the notebook and its dependencies. | |
112 |
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112 | |||
113 | .. _nbviewer: http://nbviewer.ipython.org |
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113 | .. _nbviewer: http://nbviewer.ipython.org | |
114 |
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114 | |||
115 | .. note:: |
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115 | .. note:: | |
116 |
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116 | |||
117 | You can start more than one notebook server at the same time, if you want |
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117 | You can start more than one notebook server at the same time, if you want | |
118 | to work on notebooks in different directories. By default the first |
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118 | to work on notebooks in different directories. By default the first | |
119 | notebook server starts on port 8888, and later notebook servers search for |
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119 | notebook server starts on port 8888, and later notebook servers search for | |
120 | ports near that one. You can also manually specify the port with the |
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120 | ports near that one. You can also manually specify the port with the | |
121 | ``--port`` option. |
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121 | ``--port`` option. | |
122 |
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122 | |||
123 |
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123 | |||
124 | Basic workflow in the IPython Notebook web app |
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124 | Basic workflow in the IPython Notebook web app | |
125 | ---------------------------------------------- |
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125 | ---------------------------------------------- | |
126 |
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126 | |||
127 | Starting up |
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127 | Starting up | |
128 | ~~~~~~~~~~~~ |
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128 | ~~~~~~~~~~~~ | |
129 |
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129 | |||
130 | You can start running the Notebook web app using the following command:: |
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130 | You can start running the Notebook web app using the following command:: | |
131 |
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131 | |||
132 | $ ipython notebook |
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132 | $ ipython notebook | |
133 |
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133 | |||
134 | (Here, and in the sequel, the initial ``$`` represents the shell prompt, |
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134 | (Here, and in the sequel, the initial ``$`` represents the shell prompt, | |
135 | indicating that the command is to be run from the command line in a shell.) |
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135 | indicating that the command is to be run from the command line in a shell.) | |
136 |
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136 | |||
137 | The landing page of the IPython Notebook application, the *dashboard*, shows |
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137 | The landing page of the IPython Notebook application, the *dashboard*, shows | |
138 | the notebooks currently available in the *notebook directory* (By default, the directory |
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138 | the notebooks currently available in the *notebook directory* (By default, the directory | |
139 | from which the notebook was started). |
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139 | from which the notebook was started). | |
140 | You can create new notebooks from the dashboard with the ``New Notebook`` |
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140 | You can create new notebooks from the dashboard with the ``New Notebook`` | |
141 | button, or open existing ones by clicking on their name. |
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141 | button, or open existing ones by clicking on their name. | |
142 | You can also drag and drop ``.ipynb`` notebooks and standard ``.py`` Python |
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142 | You can also drag and drop ``.ipynb`` notebooks and standard ``.py`` Python | |
143 | source code files into the notebook list area. |
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143 | source code files into the notebook list area. | |
144 |
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144 | |||
145 |
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145 | |||
146 | You can open an existing notebook directly, without having to go via the |
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146 | You can open an existing notebook directly, without having to go via the | |
147 | dashboard, with: |
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147 | dashboard, with: | |
148 |
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148 | |||
149 | ipython notebook my_notebook |
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149 | ipython notebook my_notebook | |
150 |
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150 | |||
151 | The `.ipynb` extension is assumed if no extension is given. |
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151 | The `.ipynb` extension is assumed if no extension is given. | |
152 |
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152 | |||
153 | The `File | Open...` menu option will open the dashboard in a new browser tab, |
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153 | The `File | Open...` menu option will open the dashboard in a new browser tab, | |
154 | to allow you to select a current notebook |
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154 | to allow you to select a current notebook | |
155 | from the notebook directory or to create a new notebook. |
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155 | from the notebook directory or to create a new notebook. | |
156 |
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156 | |||
157 |
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157 | |||
158 |
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158 | |||
159 | Notebook user interface |
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159 | Notebook user interface | |
160 | ~~~~~~~~~~~~~~~~~~~~~~~ |
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160 | ~~~~~~~~~~~~~~~~~~~~~~~ | |
161 |
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161 | |||
162 | When you open a new notebook document in the Notebook, you will be presented |
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162 | When you open a new notebook document in the Notebook, you will be presented | |
163 | with the title associated to the notebook space/document, a *menu bar*, a |
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163 | with the title associated to the notebook space/document, a *menu bar*, a | |
164 | *toolbar* and an empty *input cell*. |
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164 | *toolbar* and an empty *input cell*. | |
165 |
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165 | |||
166 | Notebook title |
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166 | Notebook title | |
167 | ^^^^^^^^^^^^^^ |
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167 | ^^^^^^^^^^^^^^ | |
168 | The title of the notebook document that is currently being edited is displayed |
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168 | The title of the notebook document that is currently being edited is displayed | |
169 | at the top of the page, next to the ``IP[y]: Notebook`` logo. This title may |
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169 | at the top of the page, next to the ``IP[y]: Notebook`` logo. This title may | |
170 | be edited directly by clicking on it. The title is reflected in the name of |
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170 | be edited directly by clicking on it. The title is reflected in the name of | |
171 | the ``.ipynb`` notebook document file that is saved. |
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171 | the ``.ipynb`` notebook document file that is saved. | |
172 |
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172 | |||
173 | Menu bar |
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173 | Menu bar | |
174 | ^^^^^^^^ |
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174 | ^^^^^^^^ | |
175 | The menu bar presents different options that may be used to manipulate the way |
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175 | The menu bar presents different options that may be used to manipulate the way | |
176 | the Notebook functions. |
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176 | the Notebook functions. | |
177 |
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177 | |||
178 | Toolbar |
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178 | Toolbar | |
179 | ^^^^^^^ |
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179 | ^^^^^^^ | |
180 | The tool bar gives a quick way of accessing the most-used operations within |
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180 | The tool bar gives a quick way of accessing the most-used operations within | |
181 | the Notebook, by clicking on an icon. |
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181 | the Notebook, by clicking on an icon. | |
182 |
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182 | |||
183 |
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183 | |||
184 | Creating a new notebook document |
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184 | Creating a new notebook document | |
185 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ |
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185 | ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
186 |
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186 | |||
187 | A new notebook space/document may be created at any time, either from the |
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187 | A new notebook space/document may be created at any time, either from the | |
188 | dashboard, or using the `File | New` menu option from within an active |
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188 | dashboard, or using the `File | New` menu option from within an active | |
189 | notebook. The new notebook is created within the same directory and |
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189 | notebook. The new notebook is created within the same directory and | |
190 | will open in a new browser tab. It will also be reflected as a new entry in |
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190 | will open in a new browser tab. It will also be reflected as a new entry in | |
191 | the notebook list on the dashboard. |
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191 | the notebook list on the dashboard. | |
192 |
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192 | |||
193 |
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193 | |||
194 | Structure of a notebook document |
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194 | Structure of a notebook document | |
195 | -------------------------------- |
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195 | -------------------------------- | |
196 |
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196 | |||
197 | Input cells |
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197 | Input cells | |
198 | ~~~~~~~~~~~ |
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198 | ~~~~~~~~~~~ | |
199 | Input cells are at the core of the functionality of the IPython Notebook. |
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199 | Input cells are at the core of the functionality of the IPython Notebook. | |
200 | They are regions in the document in which you can enter different types of |
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200 | They are regions in the document in which you can enter different types of | |
201 | text and commands. To *execute* or *run* the *current cell*, i.e. the cell |
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201 | text and commands. To *execute* or *run* the *current cell*, i.e. the cell | |
202 | under the cursor, you can use the :kbd:`Shift-Enter` key combination. |
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202 | under the cursor, you can use the :kbd:`Shift-Enter` key combination. | |
203 | This tells the Notebook app to perform the relevant operation for each type of |
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203 | This tells the Notebook app to perform the relevant operation for each type of | |
204 | cell (see below), and then to display the resulting output. |
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204 | cell (see below), and then to display the resulting output. | |
205 |
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205 | |||
206 | The notebook consists of a sequence of input cells, labelled ``In[n]``, which |
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206 | The notebook consists of a sequence of input cells, labelled ``In[n]``, which | |
207 | may be executed in a non-linear way, and outputs ``Out[n]``, where ``n`` is a |
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207 | may be executed in a non-linear way, and outputs ``Out[n]``, where ``n`` is a | |
208 | number which denotes the order in which the cells were executed over the |
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208 | number which denotes the order in which the cells were executed over the | |
209 | history of the computational process. The contents of all of these cells are |
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209 | history of the computational process. The contents of all of these cells are | |
210 | accessible as Python variables with the same names, forming a complete record |
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210 | accessible as Python variables with the same names, forming a complete record | |
211 | of the history of the computation. |
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211 | of the history of the computation. | |
212 |
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212 | |||
213 |
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213 | |||
214 |
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214 | |||
215 | Input cell types |
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215 | Input cell types | |
216 | ~~~~~~~~~~~~~~~~ |
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216 | ~~~~~~~~~~~~~~~~ | |
217 | Each IPython input cell has a *cell type*, of which there is a restricted |
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217 | Each IPython input cell has a *cell type*, of which there is a restricted | |
218 | number. The type of a cell may be set by using the cell type dropdown on the |
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218 | number. The type of a cell may be set by using the cell type dropdown on the | |
219 | toolbar, or via the following keyboard shortcuts: |
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219 | toolbar, or via the following keyboard shortcuts: | |
220 |
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220 | |||
221 | * **code**: :kbd:`Ctrl-m y` |
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221 | * **code**: :kbd:`Ctrl-m y` | |
222 | * **markdown**: :kbd:`Ctrl-m m` |
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222 | * **markdown**: :kbd:`Ctrl-m m` | |
223 | * **raw**: :kbd:`Ctrl-m t` |
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223 | * **raw**: :kbd:`Ctrl-m t` | |
224 | * **heading**: :kbd:`Ctrl-m 1` - :kbd:`Ctrl-m 6` |
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224 | * **heading**: :kbd:`Ctrl-m 1` - :kbd:`Ctrl-m 6` | |
225 |
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225 | |||
226 | Upon initial creation, each input cell is by default a code cell. |
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226 | Upon initial creation, each input cell is by default a code cell. | |
227 |
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227 | |||
228 |
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228 | |||
229 | Code cells |
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229 | Code cells | |
230 | ^^^^^^^^^^ |
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230 | ^^^^^^^^^^ | |
231 | A *code input cell* allows you to edit code inline within the cell, with full |
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231 | A *code input cell* allows you to edit code inline within the cell, with full | |
232 | syntax highlighting and autocompletion/introspection. By default, the language |
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232 | syntax highlighting and autocompletion/introspection. By default, the language | |
233 | associated to a code cell is Python, but other languages, such as ``julia`` |
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233 | associated to a code cell is Python, but other languages, such as ``julia`` | |
234 | and ``R``, can be handled using magic commands (see below). |
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234 | and ``R``, can be handled using magic commands (see below). | |
235 |
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235 | |||
236 | When a code cell is executed with :kbd:`Shift-Enter`, the code that it |
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236 | When a code cell is executed with :kbd:`Shift-Enter`, the code that it | |
237 | contains is transparently exported and run in that language (with automatic |
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237 | contains is transparently exported and run in that language (with automatic | |
238 | compiling, etc., if necessary). The result that is returned from this |
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238 | compiling, etc., if necessary). The result that is returned from this | |
239 | computation is then displayed in the notebook space as the cell's |
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239 | computation is then displayed in the notebook space as the cell's | |
240 | *output*. If this output is of a textual nature, it is placed into a |
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240 | *output*. If this output is of a textual nature, it is placed into a | |
241 | numbered *output cell*. However, many other possible forms of output are also |
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241 | numbered *output cell*. However, many other possible forms of output are also | |
242 | possible, including ``matplotlib`` figures and HTML tables (as used, for |
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242 | possible, including ``matplotlib`` figures and HTML tables (as used, for | |
243 | example, in the ``pandas`` data analyis package). This is known as IPython's |
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243 | example, in the ``pandas`` data analyis package). This is known as IPython's | |
244 | *rich display* capability. |
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244 | *rich display* capability. | |
245 |
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245 | |||
246 |
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246 | |||
247 | Markdown cells |
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247 | Markdown cells | |
248 | ^^^^^^^^^^^^^^ |
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248 | ^^^^^^^^^^^^^^ | |
249 | You can document the computational process in a literate way, alternating |
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249 | You can document the computational process in a literate way, alternating | |
250 | descriptive text with code, using *rich text*. In IPython this is accomplished |
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250 | descriptive text with code, using *rich text*. In IPython this is accomplished | |
251 | by marking up text with the Markdown language. The corresponding cells are |
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251 | by marking up text with the Markdown language. The corresponding cells are | |
252 | called *Markdown input cells*. The Markdown language provides a simple way to |
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252 | called *Markdown input cells*. The Markdown language provides a simple way to | |
253 | perform this text markup, that is, to specify which parts of the text should |
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253 | perform this text markup, that is, to specify which parts of the text should | |
254 | be emphasized (italics), bold, form lists, etc. |
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254 | be emphasized (italics), bold, form lists, etc. | |
255 |
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255 | |||
256 |
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256 | |||
257 | When a Markdown input cell is executed, the Markdown code is converted into |
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257 | When a Markdown input cell is executed, the Markdown code is converted into | |
258 | the corresponding formatted rich text. This output then *replaces* the |
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258 | the corresponding formatted rich text. This output then *replaces* the | |
259 | original Markdown input cell, leaving just the visually-significant marked up |
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259 | original Markdown input cell, leaving just the visually-significant marked up | |
260 | rich text. Markdown allows arbitrary HTML code for formatting. |
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260 | rich text. Markdown allows arbitrary HTML code for formatting. | |
261 |
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261 | |||
262 | Within Markdown cells, you can also include *mathematics* in a straightforward |
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262 | Within Markdown cells, you can also include *mathematics* in a straightforward | |
263 | way, using standard LaTeX notation: ``$...$`` for inline mathematics and |
|
263 | way, using standard LaTeX notation: ``$...$`` for inline mathematics and | |
264 | ``$$...$$`` for displayed mathematics. When the Markdown cell is executed, |
|
264 | ``$$...$$`` for displayed mathematics. When the Markdown cell is executed, | |
265 | the LaTeX portions are automatically rendered in the HTML output as equations |
|
265 | the LaTeX portions are automatically rendered in the HTML output as equations | |
266 | with high quality typography. This is made possible by MathJax_, which |
|
266 | with high quality typography. This is made possible by MathJax_, which | |
267 | supports a `large subset <mathjax_tex>`_ of LaTeX functionality |
|
267 | supports a `large subset <mathjax_tex>`_ of LaTeX functionality | |
268 |
|
268 | |||
269 | .. _mathjax_tex: http://docs.mathjax.org/en/latest/tex.html |
|
269 | .. _mathjax_tex: http://docs.mathjax.org/en/latest/tex.html | |
270 |
|
270 | |||
271 | Standard mathematics environments defined by LaTeX and AMS-LaTeX (the |
|
271 | Standard mathematics environments defined by LaTeX and AMS-LaTeX (the | |
272 | `amsmath` package) also work, such as |
|
272 | `amsmath` package) also work, such as | |
273 | ``\begin{equation}...\end{equation}``, and ``\begin{align}...\end{align}``. |
|
273 | ``\begin{equation}...\end{equation}``, and ``\begin{align}...\end{align}``. | |
274 | New LaTeX macros may be defined using standard methods, |
|
274 | New LaTeX macros may be defined using standard methods, | |
275 | such as ``\newcommand``, by placing them anywhere *between math delimiters* in |
|
275 | such as ``\newcommand``, by placing them anywhere *between math delimiters* in | |
276 | a Markdown cell. These definitions are then available throughout the rest of |
|
276 | a Markdown cell. These definitions are then available throughout the rest of | |
277 | the IPython session. (Note, however, that more care must be taken when using |
|
277 | the IPython session. (Note, however, that more care must be taken when using | |
278 | nbconvert_ to output to LaTeX). |
|
278 | nbconvert_ to output to LaTeX). | |
279 |
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279 | |||
280 | Raw input cells |
|
280 | Raw input cells | |
281 | ~~~~~~~~~~~~~~~ |
|
281 | ~~~~~~~~~~~~~~~ | |
282 |
|
282 | |||
283 | *Raw* input cells provide a place in which you can write *output* directly. |
|
283 | *Raw* input cells provide a place in which you can write *output* directly. | |
284 | Raw cells are not evaluated by the Notebook, and have no output. |
|
284 | Raw cells are not evaluated by the Notebook, and have no output. | |
285 | When passed through nbconvert, Raw cells arrive in the destination format unmodified, |
|
285 | When passed through nbconvert, Raw cells arrive in the destination format unmodified, | |
286 | allowing you to type full latex into a raw cell, which will only be rendered |
|
286 | allowing you to type full latex into a raw cell, which will only be rendered | |
287 | by latex after conversion by nbconvert. |
|
287 | by latex after conversion by nbconvert. | |
288 |
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288 | |||
289 | Heading cells |
|
289 | Heading cells | |
290 | ~~~~~~~~~~~~~ |
|
290 | ~~~~~~~~~~~~~ | |
291 |
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291 | |||
292 | You can provide a conceptual structure for your computational document as a |
|
292 | You can provide a conceptual structure for your computational document as a | |
293 | whole using different levels of headings; there are 6 levels available, from |
|
293 | whole using different levels of headings; there are 6 levels available, from | |
294 | level 1 (top level) down to level 6 (paragraph). These can be used later for |
|
294 | level 1 (top level) down to level 6 (paragraph). These can be used later for | |
295 | constructing tables of contents, etc. |
|
295 | constructing tables of contents, etc. | |
296 |
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296 | |||
297 | As with Markdown cells, a heading input cell is replaced by a rich text |
|
297 | As with Markdown cells, a heading input cell is replaced by a rich text | |
298 | rendering of the heading when the cell is executed. |
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298 | rendering of the heading when the cell is executed. | |
299 |
|
299 | |||
300 |
|
300 | |||
301 | Basic workflow |
|
301 | Basic workflow | |
302 | -------------- |
|
302 | -------------- | |
303 |
|
303 | |||
304 | The normal workflow in a notebook is, then, quite similar to a standard |
|
304 | The normal workflow in a notebook is, then, quite similar to a standard | |
305 | IPython session, with the difference that you can edit cells in-place multiple |
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305 | IPython session, with the difference that you can edit cells in-place multiple | |
306 | times until you obtain the desired results, rather than having to |
|
306 | times until you obtain the desired results, rather than having to | |
307 | rerun separate scripts with the ``%run`` magic command. (Magic commands do, |
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307 | rerun separate scripts with the ``%run`` magic command. (Magic commands do, | |
308 | however, also work in the notebook; see below). |
|
308 | however, also work in the notebook; see below). | |
309 |
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309 | |||
310 | Typically, you will work on a computational problem in pieces, organizing |
|
310 | Typically, you will work on a computational problem in pieces, organizing | |
311 | related ideas into cells and moving forward once previous parts work |
|
311 | related ideas into cells and moving forward once previous parts work | |
312 | correctly. This is much more convenient for interactive exploration than |
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312 | correctly. This is much more convenient for interactive exploration than | |
313 | breaking up a computation into scripts that must be executed together, as was |
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313 | breaking up a computation into scripts that must be executed together, as was | |
314 | previously necessary, especially if parts of them take a long time to run |
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314 | previously necessary, especially if parts of them take a long time to run | |
315 |
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315 | |||
316 | The only significant limitation that the Notebook currently has, compared to |
|
316 | The only significant limitation that the Notebook currently has, compared to | |
317 | the Qt console, is that it cannot run any code that expects input from the |
|
317 | the Qt console, is that it cannot run any code that expects input from the | |
318 | kernel (such as scripts that call :func:`raw_input`). Very importantly, this |
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318 | kernel (such as scripts that call :func:`raw_input`). Very importantly, this | |
319 | means that the ``%debug`` magic does *not* currently work in the notebook! |
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319 | means that the ``%debug`` magic does *not* currently work in the notebook! | |
320 |
|
320 | |||
321 | This limitation will be overcome in the future, but in the meantime, there is |
|
321 | This limitation will be overcome in the future, but in the meantime, there is | |
322 | a simple solution for debugging: you can attach a Qt console to your existing |
|
322 | a simple solution for debugging: you can attach a Qt console to your existing | |
323 | notebook kernel, and run ``%debug`` from the Qt console. |
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323 | notebook kernel, and run ``%debug`` from the Qt console. | |
324 | If your notebook is running on a local computer (i.e. if you are accessing it |
|
324 | If your notebook is running on a local computer (i.e. if you are accessing it | |
325 | via your localhost address at ``127.0.0.1``), then you can just type |
|
325 | via your localhost address at ``127.0.0.1``), then you can just type | |
326 | ``%qtconsole`` in the notebook and a Qt console will open up, connected to |
|
326 | ``%qtconsole`` in the notebook and a Qt console will open up, connected to | |
327 | that same kernel. |
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327 | that same kernel. | |
328 |
|
328 | |||
329 | At certain moments, it may be necessary to interrupt a calculation which is |
|
329 | At certain moments, it may be necessary to interrupt a calculation which is | |
330 | taking too long to complete. This may be done with the ``Kernel | Interrupt`` |
|
330 | taking too long to complete. This may be done with the ``Kernel | Interrupt`` | |
331 | menu option, or the :kbd:``Ctrl-i`` keyboard shortcut. |
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331 | menu option, or the :kbd:``Ctrl-i`` keyboard shortcut. | |
332 | Similarly, it may be necessary or desirable to restart the whole computational |
|
332 | Similarly, it may be necessary or desirable to restart the whole computational | |
333 | process, with the ``Kernel | Restart`` menu option or :kbd:``Ctrl-.`` |
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333 | process, with the ``Kernel | Restart`` menu option or :kbd:``Ctrl-.`` | |
334 | shortcut. This gives an equivalent state to loading the notebook document |
|
334 | shortcut. This gives an equivalent state to loading the notebook document | |
335 | afresh. |
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335 | afresh. | |
336 |
|
336 | |||
337 |
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337 | |||
338 | .. warning:: |
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338 | .. warning:: | |
339 |
|
339 | |||
340 | While in simple cases you can "roundtrip" a notebook to Python, edit the |
|
340 | While in simple cases you can "roundtrip" a notebook to Python, edit the | |
341 | Python file, and then import it back without loss of main content, this is |
|
341 | Python file, and then import it back without loss of main content, this is | |
342 | in general *not guaranteed to work*. First, there is extra metadata |
|
342 | in general *not guaranteed to work*. First, there is extra metadata | |
343 | saved in the notebook that may not be saved to the ``.py`` format. And as |
|
343 | saved in the notebook that may not be saved to the ``.py`` format. And as | |
344 | the notebook format evolves in complexity, there will be attributes of the |
|
344 | the notebook format evolves in complexity, there will be attributes of the | |
345 | notebook that will not survive a roundtrip through the Python form. You |
|
345 | notebook that will not survive a roundtrip through the Python form. You | |
346 | should think of the Python format as a way to output a script version of a |
|
346 | should think of the Python format as a way to output a script version of a | |
347 | notebook and the import capabilities as a way to load existing code to get |
|
347 | notebook and the import capabilities as a way to load existing code to get | |
348 | a notebook started. But the Python version is *not* an alternate notebook |
|
348 | a notebook started. But the Python version is *not* an alternate notebook | |
349 | format. |
|
349 | format. | |
350 |
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350 | |||
351 |
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351 | |||
352 | Keyboard shortcuts |
|
352 | Keyboard shortcuts | |
353 | ~~~~~~~~~~~~~~~~~~ |
|
353 | ~~~~~~~~~~~~~~~~~~ | |
354 |
All actions in the notebook can be |
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354 | All actions in the notebook can be performed with the mouse, but keyboard | |
355 |
shortcuts are also available for the most common ones |
|
355 | shortcuts are also available for the most common ones. The essential shortcuts | |
356 | of the notebook can be achieved with minimal mouse usage. The main shortcuts |
|
|||
357 | to remember are the following: |
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356 | to remember are the following: | |
358 |
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357 | |||
359 | * :kbd:`Shift-Enter`: |
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358 | * :kbd:`Shift-Enter`: run cell | |
360 |
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||||
361 | Execute the current cell, show output (if any), and jump to the next cell |
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359 | Execute the current cell, show output (if any), and jump to the next cell | |
362 | below. If :kbd:`Shift-Enter` is invoked on the last input cell, a new code |
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360 | below. If :kbd:`Shift-Enter` is invoked on the last input cell, a new code | |
363 | cell will also be created. Note that in the notebook, typing :kbd:`Enter` |
|
361 | cell will also be created. Note that in the notebook, typing :kbd:`Enter` | |
364 | on its own *never* forces execution, but rather just inserts a new line in |
|
362 | on its own *never* forces execution, but rather just inserts a new line in | |
365 | the current input cell. In the Notebook it is thus always necessary to use |
|
363 | the current input cell. :kbd:`Shift-Enter` is equivalent to clicking the | |
366 | :kbd:`Shift-Enter` to execute the cell (or use the ``Cell | Run`` menu |
|
364 | ``Cell | Run`` menu item. | |
367 | item). |
|
|||
368 |
|
365 | |||
369 | * :kbd:`Ctrl-Enter`: |
|
366 | * :kbd:`Ctrl-Enter`: run cell in-place | |
370 | Execute the current cell as if it were in "terminal mode", where any |
|
367 | Execute the current cell as if it were in "terminal mode", where any | |
371 |
output is shown, but the cursor *remains* in the current cell. Th |
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368 | output is shown, but the cursor *remains* in the current cell. The cell's | |
372 | convenient for doing quick experiments in place, or for querying things |
|
369 | entire contents are selected after execution, so you can just start typing | |
373 | like filesystem content, without needing to create additional cells that |
|
370 | and only the new input will be in the cell. This is convenient for doing | |
374 | you may not want to be saved in the notebook. |
|
371 | quick experiments in place, or for querying things like filesystem | |
375 |
|
372 | content, without needing to create additional cells that you may not want | ||
376 | * :kbd:`Alt-Enter`: |
|
373 | to be saved in the notebook. | |
|
374 | ||||
|
375 | * :kbd:`Alt-Enter`: run cell, insert below | |||
377 | Executes the current cell, shows the output, and inserts a *new* input |
|
376 | Executes the current cell, shows the output, and inserts a *new* input | |
378 |
cell between the current cell and the |
|
377 | cell between the current cell and the cell below (if one exists). This | |
379 | is thus a shortcut for the sequence :kbd:`Shift-Enter`, :kbd:`Ctrl-m a`. |
|
378 | is thus a shortcut for the sequence :kbd:`Shift-Enter`, :kbd:`Ctrl-m a`. | |
380 | (:kbd:`Ctrl-m a` adds a new cell above the current one.) |
|
379 | (:kbd:`Ctrl-m a` adds a new cell above the current one.) | |
381 |
|
380 | |||
382 | * :kbd:`Ctrl-m`: |
|
381 | * :kbd:`Ctrl-m`: | |
383 | This is the prefix for *all* other shortcuts, which consist of :kbd:`Ctrl-m` |
|
382 | This is the prefix for *all* other shortcuts, which consist of :kbd:`Ctrl-m` | |
384 | followed by a single letter or character. For example, if you type |
|
383 | followed by a single letter or character. For example, if you type | |
385 | :kbd:`Ctrl-m h` (that is, the sole letter :kbd:`h` after :kbd:`Ctrl-m`), |
|
384 | :kbd:`Ctrl-m h` (that is, the sole letter :kbd:`h` after :kbd:`Ctrl-m`), | |
386 | IPython will show you all the available keyboard shortcuts. |
|
385 | IPython will show you all the available keyboard shortcuts. | |
|
386 | ||||
|
387 | ||||
|
388 | .. | |||
|
389 | TODO: these live in IPython/html/static/notebook/js/quickhelp.js | |||
|
390 | They were last updated for IPython 1.0 release, so update them again for | |||
|
391 | future releases. | |||
|
392 | ||||
|
393 | Here is the complete set of keyboard shortcuts available: | |||
|
394 | ||||
|
395 | ============ ========================== | |||
|
396 | **Shortcut** **Action** | |||
|
397 | ------------ -------------------------- | |||
|
398 | Shift-Enter run cell | |||
|
399 | Ctrl-Enter run cell in-place | |||
|
400 | Alt-Enter run cell, insert below | |||
|
401 | Ctrl-m x cut cell | |||
|
402 | Ctrl-m c copy cell | |||
|
403 | Ctrl-m v paste cell | |||
|
404 | Ctrl-m d delete cell | |||
|
405 | Ctrl-m z undo last cell deletion | |||
|
406 | Ctrl-m - split cell | |||
|
407 | Ctrl-m a insert cell above | |||
|
408 | Ctrl-m b insert cell below | |||
|
409 | Ctrl-m o toggle output | |||
|
410 | Ctrl-m O toggle output scroll | |||
|
411 | Ctrl-m l toggle line numbers | |||
|
412 | Ctrl-m s save notebook | |||
|
413 | Ctrl-m j move cell down | |||
|
414 | Ctrl-m k move cell up | |||
|
415 | Ctrl-m y code cell | |||
|
416 | Ctrl-m m markdown cell | |||
|
417 | Ctrl-m t raw cell | |||
|
418 | Ctrl-m 1-6 heading 1-6 cell | |||
|
419 | Ctrl-m p select previous | |||
|
420 | Ctrl-m n select next | |||
|
421 | Ctrl-m i interrupt kernel | |||
|
422 | Ctrl-m . restart kernel | |||
|
423 | Ctrl-m h show keyboard shortcuts | |||
|
424 | ============ ========================== | |||
|
425 | ||||
387 |
|
426 | |||
388 |
|
427 | |||
389 | Magic commands |
|
428 | Magic commands | |
390 | -------------- |
|
429 | -------------- | |
391 | Magic commands, or *magics*, are commands for controlling IPython itself. |
|
430 | Magic commands, or *magics*, are commands for controlling IPython itself. | |
392 | They all begin with ``%`` and are entered into code input cells; the code |
|
431 | They all begin with ``%`` and are entered into code input cells; the code | |
393 | cells are executed as usual with :kbd:`Shift-Enter`. |
|
432 | cells are executed as usual with :kbd:`Shift-Enter`. | |
394 |
|
433 | |||
395 | The magic commands call special functions defined by IPython which manipulate |
|
434 | The magic commands call special functions defined by IPython which manipulate | |
396 | the computational state in certain ways. |
|
435 | the computational state in certain ways. | |
397 |
|
436 | |||
398 | There are two types of magics: |
|
437 | There are two types of magics: | |
399 |
|
438 | |||
400 | - **line magics**: |
|
439 | - **line magics**: | |
401 |
|
440 | |||
402 | These begin with a single ``%`` and take as arguments the rest of the |
|
441 | These begin with a single ``%`` and take as arguments the rest of the | |
403 | *same line* of the code cell. Any other lines of the code cell are |
|
442 | *same line* of the code cell. Any other lines of the code cell are | |
404 | treated as if they were part of a standard code cell. |
|
443 | treated as if they were part of a standard code cell. | |
405 |
|
444 | |||
406 | - **cell magics**: |
|
445 | - **cell magics**: | |
407 |
|
446 | |||
408 | These begin with ``%%`` and operate on the *entire* remaining contents |
|
447 | These begin with ``%%`` and operate on the *entire* remaining contents | |
409 | of the code cell. |
|
448 | of the code cell. | |
410 |
|
449 | |||
411 | Line magics |
|
450 | Line magics | |
412 | ~~~~~~~~~~~ |
|
451 | ~~~~~~~~~~~ | |
413 | Some of the available line magics are the following: |
|
452 | Some of the available line magics are the following: | |
414 |
|
453 | |||
415 | * ``%load filename``: |
|
454 | * ``%load filename``: | |
416 |
|
455 | |||
417 | Loads the contents of the file ``filename`` into a new code cell. This |
|
456 | Loads the contents of the file ``filename`` into a new code cell. This | |
418 | can be a URL for a remote file. |
|
457 | can be a URL for a remote file. | |
419 |
|
458 | |||
420 | * ``%timeit code``: |
|
459 | * ``%timeit code``: | |
421 |
|
460 | |||
422 | An easy way to time how long the single line of code ``code`` takes to |
|
461 | An easy way to time how long the single line of code ``code`` takes to | |
423 | run |
|
462 | run | |
424 |
|
463 | |||
425 | * ``%config``: |
|
464 | * ``%config``: | |
426 |
|
465 | |||
427 | Configuration of the IPython Notebook |
|
466 | Configuration of the IPython Notebook | |
428 |
|
467 | |||
429 | * ``%lsmagic``: |
|
468 | * ``%lsmagic``: | |
430 |
|
469 | |||
431 | Provides a list of all available magic commands |
|
470 | Provides a list of all available magic commands | |
432 |
|
471 | |||
433 | Cell magics |
|
472 | Cell magics | |
434 | ~~~~~~~~~~~ |
|
473 | ~~~~~~~~~~~ | |
435 |
|
474 | |||
436 | * ``%%latex``: |
|
475 | * ``%%latex``: | |
437 |
|
476 | |||
438 | Renders the entire contents of the cell in LaTeX, without needing to use |
|
477 | Renders the entire contents of the cell in LaTeX, without needing to use | |
439 | explicit LaTeX delimiters. |
|
478 | explicit LaTeX delimiters. | |
440 |
|
479 | |||
441 | * ``%%bash``: |
|
480 | * ``%%bash``: | |
442 |
|
481 | |||
443 | The code cell is executed by sending it to be executed by ``bash``. The |
|
482 | The code cell is executed by sending it to be executed by ``bash``. The | |
444 | output of the ``bash`` commands is captured and displayed in the |
|
483 | output of the ``bash`` commands is captured and displayed in the | |
445 | notebook. |
|
484 | notebook. | |
446 |
|
485 | |||
447 | * ``%%file filename``: |
|
486 | * ``%%file filename``: | |
448 |
|
487 | |||
449 | Writes the contents of the cell to the file ``filename``. |
|
488 | Writes the contents of the cell to the file ``filename``. | |
450 | **Caution**: The file is over-written without warning! |
|
489 | **Caution**: The file is over-written without warning! | |
451 |
|
490 | |||
452 | * ``%%R``: |
|
491 | * ``%%R``: | |
453 |
|
492 | |||
454 | Execute the contents of the cell using the R language. |
|
493 | Execute the contents of the cell using the R language. | |
455 |
|
494 | |||
456 | * ``%%timeit``: |
|
495 | * ``%%timeit``: | |
457 |
|
496 | |||
458 | Version of ``%timeit`` which times the entire block of code in the |
|
497 | Version of ``%timeit`` which times the entire block of code in the | |
459 | current code cell. |
|
498 | current code cell. | |
460 |
|
499 | |||
461 |
|
500 | |||
462 |
|
501 | |||
463 | Several of the cell magics provide functionality to manipulate the filesystem |
|
502 | Several of the cell magics provide functionality to manipulate the filesystem | |
464 | of a remote server to which you otherwise do not have access. |
|
503 | of a remote server to which you otherwise do not have access. | |
465 |
|
504 | |||
466 |
|
505 | |||
467 | Plotting |
|
506 | Plotting | |
468 | -------- |
|
507 | -------- | |
469 | One major feature of the Notebook is the ability to interact with |
|
508 | One major feature of the Notebook is the ability to interact with | |
470 | plots that are the output of running code cells. IPython is designed to work |
|
509 | plots that are the output of running code cells. IPython is designed to work | |
471 | seamlessly with the ``matplotlib`` plotting library to provide this |
|
510 | seamlessly with the ``matplotlib`` plotting library to provide this | |
472 | functionality. |
|
511 | functionality. | |
473 |
|
512 | |||
474 | To set this up, before any plotting is performed you must execute the |
|
513 | To set this up, before any plotting is performed you must execute the | |
475 | ``%matplotlib`` magic command. This performs the necessary behind-the-scenes |
|
514 | ``%matplotlib`` magic command. This performs the necessary behind-the-scenes | |
476 | setup for IPython to work correctly hand in hand with ``matplotlib``; it does |
|
515 | setup for IPython to work correctly hand in hand with ``matplotlib``; it does | |
477 | *not*, however, actually execute any Python ``import`` commands, that is, no |
|
516 | *not*, however, actually execute any Python ``import`` commands, that is, no | |
478 | names are added to the namespace. |
|
517 | names are added to the namespace. | |
479 |
|
518 | |||
480 | If the ``%matplotlib`` magic is called without an argument, the |
|
519 | If the ``%matplotlib`` magic is called without an argument, the | |
481 | output of a plotting command is displayed using the default ``matplotlib`` |
|
520 | output of a plotting command is displayed using the default ``matplotlib`` | |
482 | backend in a separate window. Alternatively, the backend can be explicitly |
|
521 | backend in a separate window. Alternatively, the backend can be explicitly | |
483 | requested using, for example:: |
|
522 | requested using, for example:: | |
484 |
|
523 | |||
485 | %matplotlib gtk |
|
524 | %matplotlib gtk | |
486 |
|
525 | |||
487 | A particularly interesting backend is the ``inline`` backend. |
|
526 | A particularly interesting backend is the ``inline`` backend. | |
488 | This is applicable only for the IPython Notebook and the IPython QtConsole. |
|
527 | This is applicable only for the IPython Notebook and the IPython QtConsole. | |
489 | It can be invoked as follows:: |
|
528 | It can be invoked as follows:: | |
490 |
|
529 | |||
491 | %matplotlib inline |
|
530 | %matplotlib inline | |
492 |
|
531 | |||
493 | With this backend, output of plotting commands is displayed *inline* within |
|
532 | With this backend, output of plotting commands is displayed *inline* within | |
494 | the notebook format, directly below the input cell that produced it. The |
|
533 | the notebook format, directly below the input cell that produced it. The | |
495 | resulting plots will then also be stored in the notebook document. This |
|
534 | resulting plots will then also be stored in the notebook document. This | |
496 | provides a key part of the functionality for reproducibility_ that the IPython |
|
535 | provides a key part of the functionality for reproducibility_ that the IPython | |
497 | Notebook provides. |
|
536 | Notebook provides. | |
498 |
|
537 | |||
499 | .. _reproducibility: https://en.wikipedia.org/wiki/Reproducibility |
|
538 | .. _reproducibility: https://en.wikipedia.org/wiki/Reproducibility | |
500 |
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539 | |||
501 |
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540 | |||
502 |
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541 | |||
503 | Configuring the IPython Notebook |
|
542 | Configuring the IPython Notebook | |
504 | -------------------------------- |
|
543 | -------------------------------- | |
505 | The IPython Notebook can be run with a variety of command line arguments. |
|
544 | The IPython Notebook can be run with a variety of command line arguments. | |
506 | To see a list of available options enter:: |
|
545 | To see a list of available options enter:: | |
507 |
|
546 | |||
508 | $ ipython notebook --help |
|
547 | $ ipython notebook --help | |
509 |
|
548 | |||
510 | Defaults for these options can also be set by creating a file named |
|
549 | Defaults for these options can also be set by creating a file named | |
511 | ``ipython_notebook_config.py`` in your IPython *profile folder*. The profile |
|
550 | ``ipython_notebook_config.py`` in your IPython *profile folder*. The profile | |
512 | folder is a subfolder of your IPython directory; to find out where it is |
|
551 | folder is a subfolder of your IPython directory; to find out where it is | |
513 | located, run:: |
|
552 | located, run:: | |
514 |
|
553 | |||
515 | $ ipython locate |
|
554 | $ ipython locate | |
516 |
|
555 | |||
517 | To create a new set of default configuration files, with lots of information |
|
556 | To create a new set of default configuration files, with lots of information | |
518 | on available options, use:: |
|
557 | on available options, use:: | |
519 |
|
558 | |||
520 | $ ipython profile create |
|
559 | $ ipython profile create | |
521 |
|
560 | |||
522 | .. seealso: |
|
561 | .. seealso: | |
523 |
|
562 | |||
524 | :ref:`config_overview`, in particular :ref:`Profiles`. |
|
563 | :ref:`config_overview`, in particular :ref:`Profiles`. | |
525 |
|
564 | |||
526 |
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565 | |||
527 | Importing `.py` files |
|
566 | Importing `.py` files | |
528 | ---------------------- |
|
567 | ---------------------- | |
529 |
|
568 | |||
530 |
|
569 | |||
531 | ``.py`` files will be imported into the IPython Notebook as a notebook with |
|
570 | ``.py`` files will be imported into the IPython Notebook as a notebook with | |
532 | the same basename, but an ``.ipynb`` extension, located in the notebook |
|
571 | the same basename, but an ``.ipynb`` extension, located in the notebook | |
533 | directory. The notebook created will have just one cell, which will contain |
|
572 | directory. The notebook created will have just one cell, which will contain | |
534 | all the code in the ``.py`` file. You can later manually partition this into |
|
573 | all the code in the ``.py`` file. You can later manually partition this into | |
535 | individual cells using the ``Edit | Split Cell`` menu option, or the |
|
574 | individual cells using the ``Edit | Split Cell`` menu option, or the | |
536 | :kbd:`Ctrl-m -` keyboard shortcut. |
|
575 | :kbd:`Ctrl-m -` keyboard shortcut. | |
537 |
|
576 | |||
538 | .. Alternatively, prior to importing the ``.py``, you can manually add ``# < |
|
577 | .. Alternatively, prior to importing the ``.py``, you can manually add ``# < | |
539 | nbformat>2</nbformat>`` at the start of the file, and then add separators for |
|
578 | nbformat>2</nbformat>`` at the start of the file, and then add separators for | |
540 | text and code cells, to get a cleaner import with the file already broken into |
|
579 | text and code cells, to get a cleaner import with the file already broken into | |
541 | individual cells. |
|
580 | individual cells. | |
542 |
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581 |
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