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1 | # -*- coding: utf-8 -*- | |||
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2 | # | |||
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3 | # IPython documentation build configuration file, created by | |||
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4 | # sphinx-quickstart.py on Sat Mar 29 15:36:13 2008. | |||
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5 | # | |||
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6 | # This file is execfile()d with the current directory set to its containing dir. | |||
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7 | # | |||
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8 | # The contents of this file are pickled, so don't put values in the namespace | |||
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9 | # that aren't pickleable (module imports are okay, they're removed automatically). | |||
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10 | # | |||
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11 | # All configuration values have a default value; values that are commented out | |||
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12 | # serve to show the default value. | |||
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13 | ||||
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14 | import sys | |||
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15 | ||||
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16 | # If your extensions are in another directory, add it here. | |||
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17 | #sys.path.append('some/directory') | |||
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18 | ||||
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19 | # General configuration | |||
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20 | # --------------------- | |||
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21 | ||||
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22 | # Add any Sphinx extension module names here, as strings. They can be extensions | |||
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23 | # coming with Sphinx (named 'sphinx.addons.*') or your custom ones. | |||
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24 | #extensions = [] | |||
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25 | ||||
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26 | # Add any paths that contain templates here, relative to this directory. | |||
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27 | templates_path = ['_templates'] | |||
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28 | ||||
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29 | # The suffix of source filenames. | |||
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30 | source_suffix = '.rst' | |||
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31 | ||||
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32 | # The master toctree document. | |||
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33 | master_doc = 'ipython' | |||
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34 | ||||
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35 | # General substitutions. | |||
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36 | project = 'IPython' | |||
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37 | copyright = '2008, IPython team' | |||
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38 | ||||
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39 | # The default replacements for |version| and |release|, also used in various | |||
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40 | # other places throughout the built documents. | |||
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41 | # | |||
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42 | # The short X.Y version. | |||
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43 | version = '0.8.3' | |||
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44 | # The full version, including alpha/beta/rc tags. | |||
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45 | release = '0.8.3' | |||
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46 | ||||
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47 | # There are two options for replacing |today|: either, you set today to some | |||
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48 | # non-false value, then it is used: | |||
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49 | #today = '' | |||
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50 | # Else, today_fmt is used as the format for a strftime call. | |||
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51 | today_fmt = '%B %d, %Y' | |||
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52 | ||||
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53 | # List of documents that shouldn't be included in the build. | |||
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54 | #unused_docs = [] | |||
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55 | ||||
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56 | # If true, '()' will be appended to :func: etc. cross-reference text. | |||
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57 | #add_function_parentheses = True | |||
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58 | ||||
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59 | # If true, the current module name will be prepended to all description | |||
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60 | # unit titles (such as .. function::). | |||
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61 | #add_module_names = True | |||
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62 | ||||
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63 | # If true, sectionauthor and moduleauthor directives will be shown in the | |||
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64 | # output. They are ignored by default. | |||
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65 | #show_authors = False | |||
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66 | ||||
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67 | # The name of the Pygments (syntax highlighting) style to use. | |||
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68 | pygments_style = 'sphinx' | |||
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69 | ||||
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70 | ||||
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71 | # Options for HTML output | |||
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72 | # ----------------------- | |||
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73 | ||||
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74 | # The style sheet to use for HTML and HTML Help pages. A file of that name | |||
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75 | # must exist either in Sphinx' static/ path, or in one of the custom paths | |||
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76 | # given in html_static_path. | |||
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77 | html_style = 'default.css' | |||
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78 | ||||
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79 | # Add any paths that contain custom static files (such as style sheets) here, | |||
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80 | # relative to this directory. They are copied after the builtin static files, | |||
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81 | # so a file named "default.css" will overwrite the builtin "default.css". | |||
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82 | html_static_path = ['_static'] | |||
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83 | ||||
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84 | # If not '', a 'Last updated on:' timestamp is inserted at every page bottom, | |||
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85 | # using the given strftime format. | |||
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86 | html_last_updated_fmt = '%b %d, %Y' | |||
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87 | ||||
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88 | # If true, SmartyPants will be used to convert quotes and dashes to | |||
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89 | # typographically correct entities. | |||
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90 | #html_use_smartypants = True | |||
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91 | ||||
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92 | # Content template for the index page. | |||
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93 | #html_index = '' | |||
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94 | ||||
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95 | # Custom sidebar templates, maps document names to template names. | |||
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96 | #html_sidebars = {} | |||
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97 | ||||
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98 | # Additional templates that should be rendered to pages, maps page names to | |||
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99 | # template names. | |||
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100 | #html_additional_pages = {} | |||
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101 | ||||
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102 | # If false, no module index is generated. | |||
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103 | #html_use_modindex = True | |||
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104 | ||||
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105 | # If true, the reST sources are included in the HTML build as _sources/<name>. | |||
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106 | #html_copy_source = True | |||
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107 | ||||
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108 | # Output file base name for HTML help builder. | |||
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109 | htmlhelp_basename = 'IPythondoc' | |||
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110 | ||||
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111 | ||||
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112 | # Options for LaTeX output | |||
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113 | # ------------------------ | |||
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114 | ||||
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115 | # The paper size ('letter' or 'a4'). | |||
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116 | #latex_paper_size = 'letter' | |||
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117 | ||||
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118 | # The font size ('10pt', '11pt' or '12pt'). | |||
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119 | #latex_font_size = '10pt' | |||
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120 | ||||
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121 | # Grouping the document tree into LaTeX files. List of tuples | |||
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122 | # (source start file, target name, title, author, document class [howto/manual]). | |||
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123 | #latex_documents = [] | |||
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124 | ||||
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125 | # Additional stuff for the LaTeX preamble. | |||
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126 | #latex_preamble = '' | |||
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127 | ||||
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128 | # Documents to append as an appendix to all manuals. | |||
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129 | #latex_appendices = [] | |||
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130 | ||||
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131 | # If false, no module index is generated. | |||
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132 | #latex_use_modindex = True |
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1 | .. IPython documentation master file, created by sphinx-quickstart.py on Mon Mar 24 17:01:34 2008. | |||
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2 | You can adapt this file completely to your liking, but it should at least | |||
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3 | contain the root 'toctree' directive. | |||
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4 | ||||
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5 | Welcome to IPython's documentation! | |||
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6 | =================================== | |||
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7 | ||||
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8 | Contents: | |||
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9 | ||||
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10 | .. toctree:: | |||
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11 | :maxdepth: 2 | |||
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12 | ||||
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13 | Indices and tables | |||
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14 | ================== | |||
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15 | ||||
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16 | * :ref:`genindex` | |||
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17 | * :ref:`modindex` | |||
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18 | * :ref:`search` | |||
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19 | ||||
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20 | Overview | |||
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21 | ======== | |||
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22 | ||||
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23 | One of Python's most useful features is its interactive interpreter. | |||
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24 | This system allows very fast testing of ideas without the overhead of | |||
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25 | creating test files as is typical in most programming languages. | |||
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26 | However, the interpreter supplied with the standard Python distribution | |||
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27 | is somewhat limited for extended interactive use. | |||
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28 | ||||
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29 | IPython is a free software project (released under the BSD license) | |||
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30 | which tries to: | |||
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31 | ||||
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32 | 1. Provide an interactive shell superior to Python's default. IPython | |||
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33 | has many features for object introspection, system shell access, | |||
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34 | and its own special command system for adding functionality when | |||
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35 | working interactively. It tries to be a very efficient environment | |||
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36 | both for Python code development and for exploration of problems | |||
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37 | using Python objects (in situations like data analysis). | |||
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38 | 2. Serve as an embeddable, ready to use interpreter for your own | |||
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39 | programs. IPython can be started with a single call from inside | |||
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40 | another program, providing access to the current namespace. This | |||
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41 | can be very useful both for debugging purposes and for situations | |||
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42 | where a blend of batch-processing and interactive exploration are | |||
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43 | needed. | |||
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44 | 3. Offer a flexible framework which can be used as the base | |||
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45 | environment for other systems with Python as the underlying | |||
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46 | language. Specifically scientific environments like Mathematica, | |||
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47 | IDL and Matlab inspired its design, but similar ideas can be | |||
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48 | useful in many fields. | |||
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49 | 4. Allow interactive testing of threaded graphical toolkits. IPython | |||
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50 | has support for interactive, non-blocking control of GTK, Qt and | |||
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51 | WX applications via special threading flags. The normal Python | |||
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52 | shell can only do this for Tkinter applications. | |||
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53 | ||||
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54 | ||||
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55 | Main features | |||
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56 | ||||
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57 | * Dynamic object introspection. One can access docstrings, function | |||
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58 | definition prototypes, source code, source files and other details | |||
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59 | of any object accessible to the interpreter with a single | |||
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60 | keystroke ('?', and using '??' provides additional detail). | |||
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61 | * Searching through modules and namespaces with '*' wildcards, both | |||
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62 | when using the '?' system and via the %psearch command. | |||
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63 | * Completion in the local namespace, by typing TAB at the prompt. | |||
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64 | This works for keywords, methods, variables and files in the | |||
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65 | current directory. This is supported via the readline library, and | |||
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66 | full access to configuring readline's behavior is provided. | |||
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67 | * Numbered input/output prompts with command history (persistent | |||
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68 | across sessions and tied to each profile), full searching in this | |||
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69 | history and caching of all input and output. | |||
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70 | * User-extensible 'magic' commands. A set of commands prefixed with | |||
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71 | % is available for controlling IPython itself and provides | |||
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72 | directory control, namespace information and many aliases to | |||
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73 | common system shell commands. | |||
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74 | * Alias facility for defining your own system aliases. | |||
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75 | * Complete system shell access. Lines starting with ! are passed | |||
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76 | directly to the system shell, and using !! captures shell output | |||
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77 | into python variables for further use. | |||
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78 | * Background execution of Python commands in a separate thread. | |||
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79 | IPython has an internal job manager called jobs, and a | |||
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80 | conveninence backgrounding magic function called %bg. | |||
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81 | * The ability to expand python variables when calling the system | |||
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82 | shell. In a shell command, any python variable prefixed with $ is | |||
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83 | expanded. A double $$ allows passing a literal $ to the shell (for | |||
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84 | access to shell and environment variables like $PATH). | |||
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85 | * Filesystem navigation, via a magic %cd command, along with a | |||
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86 | persistent bookmark system (using %bookmark) for fast access to | |||
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87 | frequently visited directories. | |||
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88 | * A lightweight persistence framework via the %store command, which | |||
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89 | allows you to save arbitrary Python variables. These get restored | |||
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90 | automatically when your session restarts. | |||
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91 | * Automatic indentation (optional) of code as you type (through the | |||
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92 | readline library). | |||
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93 | * Macro system for quickly re-executing multiple lines of previous | |||
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94 | input with a single name. Macros can be stored persistently via | |||
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95 | %store and edited via %edit. | |||
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96 | * Session logging (you can then later use these logs as code in your | |||
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97 | programs). Logs can optionally timestamp all input, and also store | |||
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98 | session output (marked as comments, so the log remains valid | |||
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99 | Python source code). | |||
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100 | * Session restoring: logs can be replayed to restore a previous | |||
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101 | session to the state where you left it. | |||
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102 | * Verbose and colored exception traceback printouts. Easier to parse | |||
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103 | visually, and in verbose mode they produce a lot of useful | |||
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104 | debugging information (basically a terminal version of the cgitb | |||
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105 | module). | |||
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106 | * Auto-parentheses: callable objects can be executed without | |||
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107 | parentheses: 'sin 3' is automatically converted to 'sin(3)'. | |||
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108 | * Auto-quoting: using ',' or ';' as the first character forces | |||
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109 | auto-quoting of the rest of the line: ',my_function a b' becomes | |||
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110 | automatically 'my_function("a","b")', while ';my_function a b' | |||
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111 | becomes 'my_function("a b")'. | |||
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112 | * Extensible input syntax. You can define filters that pre-process | |||
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113 | user input to simplify input in special situations. This allows | |||
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114 | for example pasting multi-line code fragments which start with | |||
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115 | '>>>' or '...' such as those from other python sessions or the | |||
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116 | standard Python documentation. | |||
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117 | * Flexible configuration system. It uses a configuration file which | |||
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118 | allows permanent setting of all command-line options, module | |||
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119 | loading, code and file execution. The system allows recursive file | |||
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120 | inclusion, so you can have a base file with defaults and layers | |||
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121 | which load other customizations for particular projects. | |||
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122 | * Embeddable. You can call IPython as a python shell inside your own | |||
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123 | python programs. This can be used both for debugging code or for | |||
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124 | providing interactive abilities to your programs with knowledge | |||
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125 | about the local namespaces (very useful in debugging and data | |||
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126 | analysis situations). | |||
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127 | * Easy debugger access. You can set IPython to call up an enhanced | |||
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128 | version of the Python debugger (pdb) every time there is an | |||
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129 | uncaught exception. This drops you inside the code which triggered | |||
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130 | the exception with all the data live and it is possible to | |||
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131 | navigate the stack to rapidly isolate the source of a bug. The | |||
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132 | %run magic command -with the -d option- can run any script under | |||
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133 | pdb's control, automatically setting initial breakpoints for you. | |||
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134 | This version of pdb has IPython-specific improvements, including | |||
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135 | tab-completion and traceback coloring support. | |||
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136 | * Profiler support. You can run single statements (similar to | |||
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137 | profile.run()) or complete programs under the profiler's control. | |||
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138 | While this is possible with standard cProfile or profile modules, | |||
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139 | IPython wraps this functionality with magic commands (see '%prun' | |||
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140 | and '%run -p') convenient for rapid interactive work. | |||
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141 | * Doctest support. The special %doctest_mode command toggles a mode | |||
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142 | that allows you to paste existing doctests (with leading '>>>' | |||
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143 | prompts and whitespace) and uses doctest-compatible prompts and | |||
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144 | output, so you can use IPython sessions as doctest code. | |||
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145 | ||||
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146 | ||||
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147 | Portability and Python requirements | |||
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148 | ----------------------------------- | |||
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149 | ||||
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150 | Python requirements: IPython requires with Python version 2.3 or newer. | |||
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151 | If you are still using Python 2.2 and can not upgrade, the last version | |||
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152 | of IPython which worked with Python 2.2 was 0.6.15, so you will have to | |||
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153 | use that. | |||
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154 | ||||
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155 | IPython is developed under Linux, but it should work in any reasonable | |||
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156 | Unix-type system (tested OK under Solaris and the BSD family, for which | |||
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157 | a port exists thanks to Dryice Liu). | |||
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158 | ||||
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159 | Mac OS X: it works, apparently without any problems (thanks to Jim Boyle | |||
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160 | at Lawrence Livermore for the information). Thanks to Andrea Riciputi, | |||
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161 | Fink support is available. | |||
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162 | ||||
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163 | CygWin: it works mostly OK, though some users have reported problems | |||
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164 | with prompt coloring. No satisfactory solution to this has been found so | |||
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165 | far, you may want to disable colors permanently in the ipythonrc | |||
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166 | configuration file if you experience problems. If you have proper color | |||
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167 | support under cygwin, please post to the IPython mailing list so this | |||
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168 | issue can be resolved for all users. | |||
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169 | ||||
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170 | Windows: it works well under Windows XP/2k, and I suspect NT should | |||
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171 | behave similarly. Section 2.3 <node2.html#sub:Under-Windows> describes | |||
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172 | installation details for Windows, including some additional tools needed | |||
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173 | on this platform. | |||
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174 | ||||
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175 | Windows 9x support is present, and has been reported to work fine (at | |||
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176 | least on WinME). | |||
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177 | ||||
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178 | Note, that I have very little access to and experience with Windows | |||
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179 | development. However, an excellent group of Win32 users (led by Ville | |||
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180 | Vainio), consistently contribute bugfixes and platform-specific | |||
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181 | enhancements, so they more than make up for my deficiencies on that | |||
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182 | front. In fact, Win32 users report using IPython as a system shell (see | |||
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183 | Sec. 12 <node12.html#sec:IPython-as-shell> for details), as it offers a | |||
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184 | level of control and features which the default cmd.exe doesn't provide. | |||
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185 | ||||
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186 | ||||
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187 | Location | |||
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188 | ======== | |||
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189 | ||||
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190 | IPython is generously hosted at http://ipython.scipy.org by the | |||
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191 | Enthought, Inc and the SciPy project. This site offers downloads, | |||
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192 | subversion access, mailing lists and a bug tracking system. I am very | |||
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193 | grateful to Enthought (http://www.enthought.com) and all of the SciPy | |||
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194 | team for their contribution. | |||
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195 | ||||
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196 | Installation | |||
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197 | ============ | |||
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198 | ||||
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199 | Instant instructions | |||
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200 | -------------------- | |||
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201 | ||||
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202 | If you are of the impatient kind, under Linux/Unix simply untar/unzip | |||
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203 | the download, then install with 'python setup.py install'. Under | |||
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204 | Windows, double-click on the provided .exe binary installer. | |||
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205 | ||||
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206 | Then, take a look at Sections 3 <node3.html#sec:good_config> for | |||
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207 | configuring things optimally and 4 <node4.html#sec:quick_tips> for quick | |||
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208 | tips on efficient use of IPython. You can later refer to the rest of the | |||
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209 | manual for all the gory details. | |||
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210 | ||||
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211 | See the notes in sec. 2.4 <#sec:upgrade> for upgrading IPython versions. | |||
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212 | ||||
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213 | ||||
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214 | Detailed Unix instructions (Linux, Mac OS X, etc.) | |||
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215 | ||||
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216 | For RPM based systems, simply install the supplied package in the usual | |||
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217 | manner. If you download the tar archive, the process is: | |||
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218 | ||||
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219 | 1. Unzip/untar the ipython-XXX.tar.gz file wherever you want (XXX is | |||
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220 | the version number). It will make a directory called ipython-XXX. | |||
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221 | Change into that directory where you will find the files README | |||
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222 | and setup.py. Once you've completed the installation, you can | |||
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223 | safely remove this directory. | |||
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224 | 2. If you are installing over a previous installation of version | |||
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225 | 0.2.0 or earlier, first remove your $HOME/.ipython directory, | |||
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226 | since the configuration file format has changed somewhat (the '=' | |||
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227 | were removed from all option specifications). Or you can call | |||
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228 | ipython with the -upgrade option and it will do this automatically | |||
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229 | for you. | |||
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230 | 3. IPython uses distutils, so you can install it by simply typing at | |||
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231 | the system prompt (don't type the $) | |||
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232 | $ python setup.py install | |||
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233 | Note that this assumes you have root access to your machine. If | |||
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234 | you don't have root access or don't want IPython to go in the | |||
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235 | default python directories, you'll need to use the |--home| option | |||
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236 | (or |--prefix|). For example: | |||
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237 | |$ python setup.py install --home $HOME/local| | |||
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238 | will install IPython into $HOME/local and its subdirectories | |||
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239 | (creating them if necessary). | |||
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240 | You can type | |||
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241 | |$ python setup.py --help| | |||
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242 | for more details. | |||
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243 | Note that if you change the default location for |--home| at | |||
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244 | installation, IPython may end up installed at a location which is | |||
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245 | not part of your $PYTHONPATH environment variable. In this case, | |||
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246 | you'll need to configure this variable to include the actual | |||
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247 | directory where the IPython/ directory ended (typically the value | |||
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248 | you give to |--home| plus /lib/python). | |||
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249 | ||||
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250 | ||||
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251 | Mac OSX information | |||
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252 | ------------------- | |||
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253 | ||||
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254 | Under OSX, there is a choice you need to make. Apple ships its own build | |||
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255 | of Python, which lives in the core OSX filesystem hierarchy. You can | |||
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256 | also manually install a separate Python, either purely by hand | |||
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257 | (typically in /usr/local) or by using Fink, which puts everything under | |||
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258 | /sw. Which route to follow is a matter of personal preference, as I've | |||
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259 | seen users who favor each of the approaches. Here I will simply list the | |||
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260 | known installation issues under OSX, along with their solutions. | |||
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261 | ||||
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262 | This page: http://geosci.uchicago.edu/~tobis/pylab.html contains | |||
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263 | information on this topic, with additional details on how to make | |||
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264 | IPython and matplotlib play nicely under OSX. | |||
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265 | ||||
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266 | ||||
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267 | GUI problems | |||
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268 | ------------ | |||
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269 | ||||
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270 | The following instructions apply to an install of IPython under OSX from | |||
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271 | unpacking the .tar.gz distribution and installing it for the default | |||
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272 | Python interpreter shipped by Apple. If you are using a fink install, | |||
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273 | fink will take care of these details for you, by installing IPython | |||
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274 | against fink's Python. | |||
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275 | ||||
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276 | IPython offers various forms of support for interacting with graphical | |||
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277 | applications from the command line, from simple Tk apps (which are in | |||
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278 | principle always supported by Python) to interactive control of WX, Qt | |||
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279 | and GTK apps. Under OSX, however, this requires that ipython is | |||
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280 | installed by calling the special pythonw script at installation time, | |||
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281 | which takes care of coordinating things with Apple's graphical environment. | |||
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282 | ||||
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283 | So when installing under OSX, it is best to use the following command: | |||
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284 | | $ sudo pythonw setup.py install --install-scripts=/usr/local/bin| | |||
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285 | or | |||
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286 | | $ sudo pythonw setup.py install --install-scripts=/usr/bin| | |||
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287 | depending on where you like to keep hand-installed executables. | |||
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288 | ||||
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289 | The resulting script will have an appropriate shebang line (the first | |||
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290 | line in the script whic begins with #!...) such that the ipython | |||
|
291 | interpreter can interact with the OS X GUI. If the installed version | |||
|
292 | does not work and has a shebang line that points to, for example, just | |||
|
293 | /usr/bin/python, then you might have a stale, cached version in your | |||
|
294 | build/scripts-<python-version> directory. Delete that directory and | |||
|
295 | rerun the setup.py. | |||
|
296 | ||||
|
297 | It is also a good idea to use the special flag |--install-scripts| as | |||
|
298 | indicated above, to ensure that the ipython scripts end up in a location | |||
|
299 | which is part of your $PATH. Otherwise Apple's Python will put the | |||
|
300 | scripts in an internal directory not available by default at the command | |||
|
301 | line (if you use /usr/local/bin, you need to make sure this is in your | |||
|
302 | $PATH, which may not be true by default). | |||
|
303 | ||||
|
304 | ||||
|
305 | Readline problems | |||
|
306 | ----------------- | |||
|
307 | ||||
|
308 | By default, the Python version shipped by Apple does not include the | |||
|
309 | readline library, so central to IPython's behavior. If you install | |||
|
310 | IPython against Apple's Python, you will not have arrow keys, tab | |||
|
311 | completion, etc. For Mac OSX 10.3 (Panther), you can find a prebuilt | |||
|
312 | readline library here: | |||
|
313 | http://pythonmac.org/packages/readline-5.0-py2.3-macosx10.3.zip | |||
|
314 | ||||
|
315 | If you are using OSX 10.4 (Tiger), after installing this package you | |||
|
316 | need to either: | |||
|
317 | ||||
|
318 | 1. move readline.so from /Library/Python/2.3 to | |||
|
319 | /Library/Python/2.3/site-packages, or | |||
|
320 | 2. install http://pythonmac.org/packages/TigerPython23Compat.pkg.zip | |||
|
321 | ||||
|
322 | Users installing against Fink's Python or a properly hand-built one | |||
|
323 | should not have this problem. | |||
|
324 | ||||
|
325 | ||||
|
326 | DarwinPorts | |||
|
327 | ----------- | |||
|
328 | ||||
|
329 | I report here a message from an OSX user, who suggests an alternative | |||
|
330 | means of using IPython under this operating system with good results. | |||
|
331 | Please let me know of any updates that may be useful for this section. | |||
|
332 | His message is reproduced verbatim below: | |||
|
333 | ||||
|
334 | From: Markus Banfi <markus.banfi-AT-mospheira.net> | |||
|
335 | ||||
|
336 | As a MacOS X (10.4.2) user I prefer to install software using | |||
|
337 | DawinPorts instead of Fink. I had no problems installing ipython | |||
|
338 | with DarwinPorts. It's just: | |||
|
339 | ||||
|
340 | sudo port install py-ipython | |||
|
341 | ||||
|
342 | It automatically resolved all dependencies (python24, readline, | |||
|
343 | py-readline). So far I did not encounter any problems with the | |||
|
344 | DarwinPorts port of ipython. | |||
|
345 | ||||
|
346 | ||||
|
347 | ||||
|
348 | Windows instructions | |||
|
349 | -------------------- | |||
|
350 | ||||
|
351 | Some of IPython's very useful features are: | |||
|
352 | ||||
|
353 | * Integrated readline support (Tab-based file, object and attribute | |||
|
354 | completion, input history across sessions, editable command line, | |||
|
355 | etc.) | |||
|
356 | * Coloring of prompts, code and tracebacks. | |||
|
357 | ||||
|
358 | These, by default, are only available under Unix-like operating systems. | |||
|
359 | However, thanks to Gary Bishop's work, Windows XP/2k users can also | |||
|
360 | benefit from them. His readline library originally implemented both GNU | |||
|
361 | readline functionality and color support, so that IPython under Windows | |||
|
362 | XP/2k can be as friendly and powerful as under Unix-like environments. | |||
|
363 | ||||
|
364 | This library, now named PyReadline, has been absorbed by the IPython | |||
|
365 | team (Jörgen Stenarson, in particular), and it continues to be developed | |||
|
366 | with new features, as well as being distributed directly from the | |||
|
367 | IPython site. | |||
|
368 | ||||
|
369 | The PyReadline extension requires CTypes and the windows IPython | |||
|
370 | installer needs PyWin32, so in all you need: | |||
|
371 | ||||
|
372 | 1. PyWin32 from http://sourceforge.net/projects/pywin32. | |||
|
373 | 2. PyReadline for Windows from | |||
|
374 | http://ipython.scipy.org/moin/PyReadline/Intro. That page contains | |||
|
375 | further details on using and configuring the system to your liking. | |||
|
376 | 3. Finally, only if you are using Python 2.3 or 2.4, you need CTypes | |||
|
377 | from http://starship.python.net/crew/theller/ctypes(you must use | |||
|
378 | version 0.9.1 or newer). This package is included in Python 2.5, | |||
|
379 | so you don't need to manually get it if your Python version is 2.5 | |||
|
380 | or newer. | |||
|
381 | ||||
|
382 | Warning about a broken readline-like library: several users have | |||
|
383 | reported problems stemming from using the pseudo-readline library at | |||
|
384 | http://newcenturycomputers.net/projects/readline.html. This is a broken | |||
|
385 | library which, while called readline, only implements an incomplete | |||
|
386 | subset of the readline API. Since it is still called readline, it fools | |||
|
387 | IPython's detection mechanisms and causes unpredictable crashes later. | |||
|
388 | If you wish to use IPython under Windows, you must NOT use this library, | |||
|
389 | which for all purposes is (at least as of version 1.6) terminally broken. | |||
|
390 | ||||
|
391 | ||||
|
392 | Installation procedure | |||
|
393 | ---------------------- | |||
|
394 | ||||
|
395 | Once you have the above installed, from the IPython download directory | |||
|
396 | grab the ipython-XXX.win32.exe file, where XXX represents the version | |||
|
397 | number. This is a regular windows executable installer, which you can | |||
|
398 | simply double-click to install. It will add an entry for IPython to your | |||
|
399 | Start Menu, as well as registering IPython in the Windows list of | |||
|
400 | applications, so you can later uninstall it from the Control Panel. | |||
|
401 | ||||
|
402 | IPython tries to install the configuration information in a directory | |||
|
403 | named .ipython (_ipython under Windows) located in your 'home' | |||
|
404 | directory. IPython sets this directory by looking for a HOME environment | |||
|
405 | variable; if such a variable does not exist, it uses HOMEDRIVE\HOMEPATH | |||
|
406 | (these are always defined by Windows). This typically gives something | |||
|
407 | like C:\Documents and Settings\YourUserName, but your local details may | |||
|
408 | vary. In this directory you will find all the files that configure | |||
|
409 | IPython's defaults, and you can put there your profiles and extensions. | |||
|
410 | This directory is automatically added by IPython to sys.path, so | |||
|
411 | anything you place there can be found by import statements. | |||
|
412 | ||||
|
413 | ||||
|
414 | Upgrading | |||
|
415 | --------- | |||
|
416 | ||||
|
417 | For an IPython upgrade, you should first uninstall the previous version. | |||
|
418 | This will ensure that all files and directories (such as the | |||
|
419 | documentation) which carry embedded version strings in their names are | |||
|
420 | properly removed. | |||
|
421 | ||||
|
422 | ||||
|
423 | Manual installation under Win32 | |||
|
424 | ------------------------------- | |||
|
425 | ||||
|
426 | In case the automatic installer does not work for some reason, you can | |||
|
427 | download the ipython-XXX.tar.gz file, which contains the full IPython | |||
|
428 | source distribution (the popular WinZip can read .tar.gz files). After | |||
|
429 | uncompressing the archive, you can install it at a command terminal just | |||
|
430 | like any other Python module, by using 'python setup.py install'. | |||
|
431 | ||||
|
432 | After the installation, run the supplied win32_manual_post_install.py | |||
|
433 | script, which creates the necessary Start Menu shortcuts for you. | |||
|
434 | ||||
|
435 | ||||
|
436 | ||||
|
437 | Upgrading from a previous version | |||
|
438 | --------------------------------- | |||
|
439 | ||||
|
440 | If you are upgrading from a previous version of IPython, after doing the | |||
|
441 | routine installation described above, you should call IPython with the | |||
|
442 | -upgrade option the first time you run your new copy. This will | |||
|
443 | automatically update your configuration directory while preserving | |||
|
444 | copies of your old files. You can then later merge back any personal | |||
|
445 | customizations you may have made into the new files. It is a good idea | |||
|
446 | to do this as there may be new options available in the new | |||
|
447 | configuration files which you will not have. | |||
|
448 | ||||
|
449 | Under Windows, if you don't know how to call python scripts with | |||
|
450 | arguments from a command line, simply delete the old config directory | |||
|
451 | and IPython will make a new one. Win2k and WinXP users will find it in | |||
|
452 | C:\Documents and Settings\YourUserName\_ipython, and Win 9x users under | |||
|
453 | C:\Program Files\IPython\_ipython. | |||
|
454 | ||||
|
455 | Initial configuration of your environment | |||
|
456 | ========================================= | |||
|
457 | ||||
|
458 | This section will help you set various things in your environment for | |||
|
459 | your IPython sessions to be as efficient as possible. All of IPython's | |||
|
460 | configuration information, along with several example files, is stored | |||
|
461 | in a directory named by default $HOME/.ipython. You can change this by | |||
|
462 | defining the environment variable IPYTHONDIR, or at runtime with the | |||
|
463 | command line option -ipythondir. | |||
|
464 | ||||
|
465 | If all goes well, the first time you run IPython it should automatically | |||
|
466 | create a user copy of the config directory for you, based on its builtin | |||
|
467 | defaults. You can look at the files it creates to learn more about | |||
|
468 | configuring the system. The main file you will modify to configure | |||
|
469 | IPython's behavior is called ipythonrc (with a .ini extension under | |||
|
470 | Windows), included for reference in Sec. 7.1 | |||
|
471 | <node7.html#sec:ipytonrc-sample>. This file is very commented and has | |||
|
472 | many variables you can change to suit your taste, you can find more | |||
|
473 | details in Sec. 7 <node7.html#sec:customization>. Here we discuss the | |||
|
474 | basic things you will want to make sure things are working properly from | |||
|
475 | the beginning. | |||
|
476 | ||||
|
477 | ||||
|
478 | ||||
|
479 | Access to the Python help system | |||
|
480 | -------------------------------- | |||
|
481 | ||||
|
482 | This is true for Python in general (not just for IPython): you should | |||
|
483 | have an environment variable called PYTHONDOCS pointing to the directory | |||
|
484 | where your HTML Python documentation lives. In my system it's | |||
|
485 | /usr/share/doc/python-docs-2.3.4/html, check your local details or ask | |||
|
486 | your systems administrator. | |||
|
487 | ||||
|
488 | This is the directory which holds the HTML version of the Python | |||
|
489 | manuals. Unfortunately it seems that different Linux distributions | |||
|
490 | package these files differently, so you may have to look around a bit. | |||
|
491 | Below I show the contents of this directory on my system for reference:: | |||
|
492 | ||||
|
493 | [html]> ls | |||
|
494 | about.dat acks.html dist/ ext/ index.html lib/ modindex.html | |||
|
495 | stdabout.dat tut/ about.html api/ doc/ icons/ inst/ mac/ ref/ style.css | |||
|
496 | ||||
|
497 | You should really make sure this variable is correctly set so that | |||
|
498 | Python's pydoc-based help system works. It is a powerful and convenient | |||
|
499 | system with full access to the Python manuals and all modules accessible | |||
|
500 | to you. | |||
|
501 | ||||
|
502 | Under Windows it seems that pydoc finds the documentation automatically, | |||
|
503 | so no extra setup appears necessary. | |||
|
504 | ||||
|
505 | ||||
|
506 | Editor | |||
|
507 | ------ | |||
|
508 | ||||
|
509 | The %edit command (and its alias %ed) will invoke the editor set in your | |||
|
510 | environment as EDITOR. If this variable is not set, it will default to | |||
|
511 | vi under Linux/Unix and to notepad under Windows. You may want to set | |||
|
512 | this variable properly and to a lightweight editor which doesn't take | |||
|
513 | too long to start (that is, something other than a new instance of | |||
|
514 | Emacs). This way you can edit multi-line code quickly and with the power | |||
|
515 | of a real editor right inside IPython. | |||
|
516 | ||||
|
517 | If you are a dedicated Emacs user, you should set up the Emacs server so | |||
|
518 | that new requests are handled by the original process. This means that | |||
|
519 | almost no time is spent in handling the request (assuming an Emacs | |||
|
520 | process is already running). For this to work, you need to set your | |||
|
521 | EDITOR environment variable to 'emacsclient'. The code below, supplied | |||
|
522 | by Francois Pinard, can then be used in your .emacs file to enable the | |||
|
523 | server:: | |||
|
524 | ||||
|
525 | (defvar server-buffer-clients) | |||
|
526 | (when (and (fboundp 'server-start) (string-equal (getenv "TERM") 'xterm)) | |||
|
527 | (server-start) | |||
|
528 | (defun fp-kill-server-with-buffer-routine () | |||
|
529 | (and server-buffer-clients (server-done))) | |||
|
530 | (add-hook 'kill-buffer-hook 'fp-kill-server-with-buffer-routine)) | |||
|
531 | ||||
|
532 | You can also set the value of this editor via the commmand-line option | |||
|
533 | '-editor' or in your ipythonrc file. This is useful if you wish to use | |||
|
534 | specifically for IPython an editor different from your typical default | |||
|
535 | (and for Windows users who tend to use fewer environment variables). | |||
|
536 | ||||
|
537 | ||||
|
538 | Color | |||
|
539 | ----- | |||
|
540 | ||||
|
541 | The default IPython configuration has most bells and whistles turned on | |||
|
542 | (they're pretty safe). But there's one that may cause problems on some | |||
|
543 | systems: the use of color on screen for displaying information. This is | |||
|
544 | very useful, since IPython can show prompts and exception tracebacks | |||
|
545 | with various colors, display syntax-highlighted source code, and in | |||
|
546 | general make it easier to visually parse information. | |||
|
547 | ||||
|
548 | The following terminals seem to handle the color sequences fine: | |||
|
549 | ||||
|
550 | * Linux main text console, KDE Konsole, Gnome Terminal, E-term, | |||
|
551 | rxvt, xterm. | |||
|
552 | * CDE terminal (tested under Solaris). This one boldfaces light colors. | |||
|
553 | * (X)Emacs buffers. See sec.3.4 <#sec:emacs> for more details on | |||
|
554 | using IPython with (X)Emacs. | |||
|
555 | * A Windows (XP/2k) command prompt with Gary Bishop's support | |||
|
556 | extensions. Gary's extensions are discussed in Sec. 2.3 | |||
|
557 | <node2.html#sub:Under-Windows>. | |||
|
558 | * A Windows (XP/2k) CygWin shell. Although some users have reported | |||
|
559 | problems; it is not clear whether there is an issue for everyone | |||
|
560 | or only under specific configurations. If you have full color | |||
|
561 | support under cygwin, please post to the IPython mailing list so | |||
|
562 | this issue can be resolved for all users. | |||
|
563 | ||||
|
564 | These have shown problems: | |||
|
565 | ||||
|
566 | * Windows command prompt in WinXP/2k logged into a Linux machine via | |||
|
567 | telnet or ssh. | |||
|
568 | * Windows native command prompt in WinXP/2k, without Gary Bishop's | |||
|
569 | extensions. Once Gary's readline library is installed, the normal | |||
|
570 | WinXP/2k command prompt works perfectly. | |||
|
571 | ||||
|
572 | Currently the following color schemes are available: | |||
|
573 | ||||
|
574 | * NoColor: uses no color escapes at all (all escapes are empty '' '' | |||
|
575 | strings). This 'scheme' is thus fully safe to use in any terminal. | |||
|
576 | * Linux: works well in Linux console type environments: dark | |||
|
577 | background with light fonts. It uses bright colors for | |||
|
578 | information, so it is difficult to read if you have a light | |||
|
579 | colored background. | |||
|
580 | * LightBG: the basic colors are similar to those in the Linux scheme | |||
|
581 | but darker. It is easy to read in terminals with light backgrounds. | |||
|
582 | ||||
|
583 | IPython uses colors for two main groups of things: prompts and | |||
|
584 | tracebacks which are directly printed to the terminal, and the object | |||
|
585 | introspection system which passes large sets of data through a pager. | |||
|
586 | ||||
|
587 | ||||
|
588 | Input/Output prompts and exception tracebacks | |||
|
589 | --------------------------------------------- | |||
|
590 | ||||
|
591 | You can test whether the colored prompts and tracebacks work on your | |||
|
592 | system interactively by typing '%colors Linux' at the prompt (use | |||
|
593 | '%colors LightBG' if your terminal has a light background). If the input | |||
|
594 | prompt shows garbage like: | |||
|
595 | [0;32mIn [[1;32m1[0;32m]: [0;00m | |||
|
596 | instead of (in color) something like: | |||
|
597 | In [1]: | |||
|
598 | this means that your terminal doesn't properly handle color escape | |||
|
599 | sequences. You can go to a 'no color' mode by typing '%colors NoColor'. | |||
|
600 | ||||
|
601 | You can try using a different terminal emulator program (Emacs users, | |||
|
602 | see below). To permanently set your color preferences, edit the file | |||
|
603 | $HOME/.ipython/ipythonrc and set the colors option to the desired value. | |||
|
604 | ||||
|
605 | ||||
|
606 | Object details (types, docstrings, source code, etc.) | |||
|
607 | ----------------------------------------------------- | |||
|
608 | ||||
|
609 | IPython has a set of special functions for studying the objects you are | |||
|
610 | working with, discussed in detail in Sec. 6.4 | |||
|
611 | <node6.html#sec:dyn-object-info>. But this system relies on passing | |||
|
612 | information which is longer than your screen through a data pager, such | |||
|
613 | as the common Unix less and more programs. In order to be able to see | |||
|
614 | this information in color, your pager needs to be properly configured. I | |||
|
615 | strongly recommend using less instead of more, as it seems that more | |||
|
616 | simply can not understand colored text correctly. | |||
|
617 | ||||
|
618 | In order to configure less as your default pager, do the following: | |||
|
619 | ||||
|
620 | 1. Set the environment PAGER variable to less. | |||
|
621 | 2. Set the environment LESS variable to -r (plus any other options | |||
|
622 | you always want to pass to less by default). This tells less to | |||
|
623 | properly interpret control sequences, which is how color | |||
|
624 | information is given to your terminal. | |||
|
625 | ||||
|
626 | For the csh or tcsh shells, add to your ~/.cshrc file the lines:: | |||
|
627 | ||||
|
628 | setenv PAGER less | |||
|
629 | setenv LESS -r | |||
|
630 | ||||
|
631 | There is similar syntax for other Unix shells, look at your system | |||
|
632 | documentation for details. | |||
|
633 | ||||
|
634 | If you are on a system which lacks proper data pagers (such as Windows), | |||
|
635 | IPython will use a very limited builtin pager. | |||
|
636 | ||||
|
637 | (X)Emacs configuration | |||
|
638 | ---------------------- | |||
|
639 | ||||
|
640 | Thanks to the work of Alexander Schmolck and Prabhu Ramachandran, | |||
|
641 | currently (X)Emacs and IPython get along very well. | |||
|
642 | ||||
|
643 | Important note: You will need to use a recent enough version of | |||
|
644 | python-mode.el, along with the file ipython.el. You can check that the | |||
|
645 | version you have of python-mode.el is new enough by either looking at | |||
|
646 | the revision number in the file itself, or asking for it in (X)Emacs via | |||
|
647 | M-x py-version. Versions 4.68 and newer contain the necessary fixes for | |||
|
648 | proper IPython support. | |||
|
649 | ||||
|
650 | The file ipython.el is included with the IPython distribution, in the | |||
|
651 | documentation directory (where this manual resides in PDF and HTML | |||
|
652 | formats). | |||
|
653 | ||||
|
654 | Once you put these files in your Emacs path, all you need in your .emacs | |||
|
655 | file is:: | |||
|
656 | ||||
|
657 | (require 'ipython) | |||
|
658 | ||||
|
659 | This should give you full support for executing code snippets via | |||
|
660 | IPython, opening IPython as your Python shell via C-c !, etc. | |||
|
661 | ||||
|
662 | If you happen to get garbage instead of colored prompts as described in | |||
|
663 | the previous section, you may need to set also in your .emacs file:: | |||
|
664 | ||||
|
665 | (setq ansi-color-for-comint-mode t) | |||
|
666 | ||||
|
667 | ||||
|
668 | Notes:: | |||
|
669 | ||||
|
670 | * There is one caveat you should be aware of: you must start the | |||
|
671 | IPython shell before attempting to execute any code regions via | |||
|
672 | C-c |. Simply type C-c ! to start IPython before passing any code | |||
|
673 | regions to the interpreter, and you shouldn't experience any | |||
|
674 | problems. | |||
|
675 | This is due to a bug in Python itself, which has been fixed for | |||
|
676 | Python 2.3, but exists as of Python 2.2.2 (reported as SF bug [ | |||
|
677 | 737947 ]). | |||
|
678 | * The (X)Emacs support is maintained by Alexander Schmolck, so all | |||
|
679 | comments/requests should be directed to him through the IPython | |||
|
680 | mailing lists. | |||
|
681 | * This code is still somewhat experimental so it's a bit rough | |||
|
682 | around the edges (although in practice, it works quite well). | |||
|
683 | * Be aware that if you customize py-python-command previously, this | |||
|
684 | value will override what ipython.el does (because loading the | |||
|
685 | customization variables comes later). | |||
|
686 | ||||
|
687 | Quick tips | |||
|
688 | ========== | |||
|
689 | ||||
|
690 | IPython can be used as an improved replacement for the Python prompt, | |||
|
691 | and for that you don't really need to read any more of this manual. But | |||
|
692 | in this section we'll try to summarize a few tips on how to make the | |||
|
693 | most effective use of it for everyday Python development, highlighting | |||
|
694 | things you might miss in the rest of the manual (which is getting long). | |||
|
695 | We'll give references to parts in the manual which provide more detail | |||
|
696 | when appropriate. | |||
|
697 | ||||
|
698 | The following article by Jeremy Jones provides an introductory tutorial | |||
|
699 | about IPython: | |||
|
700 | http://www.onlamp.com/pub/a/python/2005/01/27/ipython.html | |||
|
701 | ||||
|
702 | * The TAB key. TAB-completion, especially for attributes, is a | |||
|
703 | convenient way to explore the structure of any object you're | |||
|
704 | dealing with. Simply type object_name.<TAB> and a list of the | |||
|
705 | object's attributes will be printed (see sec. 6.5 | |||
|
706 | <node6.html#sec:readline> for more). Tab completion also works on | |||
|
707 | file and directory names, which combined with IPython's alias | |||
|
708 | system allows you to do from within IPython many of the things you | |||
|
709 | normally would need the system shell for. | |||
|
710 | * Explore your objects. Typing object_name? will print all sorts of | |||
|
711 | details about any object, including docstrings, function | |||
|
712 | definition lines (for call arguments) and constructor details for | |||
|
713 | classes. The magic commands %pdoc, %pdef, %psource and %pfile will | |||
|
714 | respectively print the docstring, function definition line, full | |||
|
715 | source code and the complete file for any object (when they can be | |||
|
716 | found). If automagic is on (it is by default), you don't need to | |||
|
717 | type the '%' explicitly. See sec. 6.4 | |||
|
718 | <node6.html#sec:dyn-object-info> for more. | |||
|
719 | * The %run magic command allows you to run any python script and | |||
|
720 | load all of its data directly into the interactive namespace. | |||
|
721 | Since the file is re-read from disk each time, changes you make to | |||
|
722 | it are reflected immediately (in contrast to the behavior of | |||
|
723 | import). I rarely use import for code I am testing, relying on | |||
|
724 | %run instead. See sec. 6.2 <node6.html#sec:magic> for more on this | |||
|
725 | and other magic commands, or type the name of any magic command | |||
|
726 | and ? to get details on it. See also sec. 6.9 | |||
|
727 | <node6.html#sec:dreload> for a recursive reload command. | |||
|
728 | %run also has special flags for timing the execution of your | |||
|
729 | scripts (-t) and for executing them under the control of either | |||
|
730 | Python's pdb debugger (-d) or profiler (-p). With all of these, | |||
|
731 | %run can be used as the main tool for efficient interactive | |||
|
732 | development of code which you write in your editor of choice. | |||
|
733 | * Use the Python debugger, pdb^2 <footnode.html#foot360>. The %pdb | |||
|
734 | command allows you to toggle on and off the automatic invocation | |||
|
735 | of an IPython-enhanced pdb debugger (with coloring, tab completion | |||
|
736 | and more) at any uncaught exception. The advantage of this is that | |||
|
737 | pdb starts inside the function where the exception occurred, with | |||
|
738 | all data still available. You can print variables, see code, | |||
|
739 | execute statements and even walk up and down the call stack to | |||
|
740 | track down the true source of the problem (which often is many | |||
|
741 | layers in the stack above where the exception gets triggered). | |||
|
742 | Running programs with %run and pdb active can be an efficient to | |||
|
743 | develop and debug code, in many cases eliminating the need for | |||
|
744 | print statements or external debugging tools. I often simply put a | |||
|
745 | 1/0 in a place where I want to take a look so that pdb gets | |||
|
746 | called, quickly view whatever variables I need to or test various | |||
|
747 | pieces of code and then remove the 1/0. | |||
|
748 | Note also that '%run -d' activates pdb and automatically sets | |||
|
749 | initial breakpoints for you to step through your code, watch | |||
|
750 | variables, etc. See Sec. 6.12 <node6.html#sec:cache_output> for | |||
|
751 | details. | |||
|
752 | * Use the output cache. All output results are automatically stored | |||
|
753 | in a global dictionary named Out and variables named _1, _2, etc. | |||
|
754 | alias them. For example, the result of input line 4 is available | |||
|
755 | either as Out[4] or as _4. Additionally, three variables named _, | |||
|
756 | __ and ___ are always kept updated with the for the last three | |||
|
757 | results. This allows you to recall any previous result and further | |||
|
758 | use it for new calculations. See Sec. 6.12 | |||
|
759 | <node6.html#sec:cache_output> for more. | |||
|
760 | * Put a ';' at the end of a line to supress the printing of output. | |||
|
761 | This is useful when doing calculations which generate long output | |||
|
762 | you are not interested in seeing. The _* variables and the Out[] | |||
|
763 | list do get updated with the contents of the output, even if it is | |||
|
764 | not printed. You can thus still access the generated results this | |||
|
765 | way for further processing. | |||
|
766 | * A similar system exists for caching input. All input is stored in | |||
|
767 | a global list called In , so you can re-execute lines 22 through | |||
|
768 | 28 plus line 34 by typing 'exec In[22:29]+In[34]' (using Python | |||
|
769 | slicing notation). If you need to execute the same set of lines | |||
|
770 | often, you can assign them to a macro with the %macro function. | |||
|
771 | See sec. 6.11 <node6.html#sec:cache_input> for more. | |||
|
772 | * Use your input history. The %hist command can show you all | |||
|
773 | previous input, without line numbers if desired (option -n) so you | |||
|
774 | can directly copy and paste code either back in IPython or in a | |||
|
775 | text editor. You can also save all your history by turning on | |||
|
776 | logging via %logstart; these logs can later be either reloaded as | |||
|
777 | IPython sessions or used as code for your programs. | |||
|
778 | * Define your own system aliases. Even though IPython gives you | |||
|
779 | access to your system shell via the ! prefix, it is convenient to | |||
|
780 | have aliases to the system commands you use most often. This | |||
|
781 | allows you to work seamlessly from inside IPython with the same | |||
|
782 | commands you are used to in your system shell. | |||
|
783 | IPython comes with some pre-defined aliases and a complete system | |||
|
784 | for changing directories, both via a stack (see %pushd, %popd and | |||
|
785 | %dhist) and via direct %cd. The latter keeps a history of visited | |||
|
786 | directories and allows you to go to any previously visited one. | |||
|
787 | * Use Python to manipulate the results of system commands. The '!!' | |||
|
788 | special syntax, and the %sc and %sx magic commands allow you to | |||
|
789 | capture system output into Python variables. | |||
|
790 | * Expand python variables when calling the shell (either via '!' and | |||
|
791 | '!!' or via aliases) by prepending a $ in front of them. You can | |||
|
792 | also expand complete python expressions. See sec. 6.7 | |||
|
793 | <node6.html#sub:System-shell-access> for more. | |||
|
794 | * Use profiles to maintain different configurations (modules to | |||
|
795 | load, function definitions, option settings) for particular tasks. | |||
|
796 | You can then have customized versions of IPython for specific | |||
|
797 | purposes. See sec. 7.3 <node7.html#sec:profiles> for more. | |||
|
798 | * Embed IPython in your programs. A few lines of code are enough to | |||
|
799 | load a complete IPython inside your own programs, giving you the | |||
|
800 | ability to work with your data interactively after automatic | |||
|
801 | processing has been completed. See sec. 9 <node9.html#sec:embed> | |||
|
802 | for more. | |||
|
803 | * Use the Python profiler. When dealing with performance issues, the | |||
|
804 | %run command with a -p option allows you to run complete programs | |||
|
805 | under the control of the Python profiler. The %prun command does a | |||
|
806 | similar job for single Python expressions (like function calls). | |||
|
807 | * Use the IPython.demo.Demo class to load any Python script as an | |||
|
808 | interactive demo. With a minimal amount of simple markup, you can | |||
|
809 | control the execution of the script, stopping as needed. See | |||
|
810 | sec. 14 <node14.html#sec:interactive-demos> for more. | |||
|
811 | * Run your doctests from within IPython for development and | |||
|
812 | debugging. The special %doctest_mode command toggles a mode where | |||
|
813 | the prompt, output and exceptions display matches as closely as | |||
|
814 | possible that of the default Python interpreter. In addition, this | |||
|
815 | mode allows you to directly paste in code that contains leading | |||
|
816 | '>>>' prompts, even if they have extra leading whitespace (as is | |||
|
817 | common in doctest files). This combined with the '%history -tn' | |||
|
818 | call to see your translated history (with these extra prompts | |||
|
819 | removed and no line numbers) allows for an easy doctest workflow, | |||
|
820 | where you can go from doctest to interactive execution to pasting | |||
|
821 | into valid Python code as needed. | |||
|
822 | ||||
|
823 | ||||
|
824 | Source code handling tips | |||
|
825 | ------------------------- | |||
|
826 | ||||
|
827 | IPython is a line-oriented program, without full control of the | |||
|
828 | terminal. Therefore, it doesn't support true multiline editing. However, | |||
|
829 | it has a number of useful tools to help you in dealing effectively with | |||
|
830 | more complex editing. | |||
|
831 | ||||
|
832 | The %edit command gives a reasonable approximation of multiline editing, | |||
|
833 | by invoking your favorite editor on the spot. IPython will execute the | |||
|
834 | code you type in there as if it were typed interactively. Type %edit? | |||
|
835 | for the full details on the edit command. | |||
|
836 | ||||
|
837 | If you have typed various commands during a session, which you'd like to | |||
|
838 | reuse, IPython provides you with a number of tools. Start by using %hist | |||
|
839 | to see your input history, so you can see the line numbers of all input. | |||
|
840 | Let us say that you'd like to reuse lines 10 through 20, plus lines 24 | |||
|
841 | and 28. All the commands below can operate on these with the syntax:: | |||
|
842 | ||||
|
843 | %command 10-20 24 28 | |||
|
844 | ||||
|
845 | where the command given can be: | |||
|
846 | ||||
|
847 | * %macro <macroname>: this stores the lines into a variable which, | |||
|
848 | when called at the prompt, re-executes the input. Macros can be | |||
|
849 | edited later using '%edit macroname', and they can be stored | |||
|
850 | persistently across sessions with '%store macroname' (the storage | |||
|
851 | system is per-profile). The combination of quick macros, | |||
|
852 | persistent storage and editing, allows you to easily refine | |||
|
853 | quick-and-dirty interactive input into permanent utilities, always | |||
|
854 | available both in IPython and as files for general reuse. | |||
|
855 | * %edit: this will open a text editor with those lines pre-loaded | |||
|
856 | for further modification. It will then execute the resulting | |||
|
857 | file's contents as if you had typed it at the prompt. | |||
|
858 | * %save <filename>: this saves the lines directly to a named file on | |||
|
859 | disk. | |||
|
860 | ||||
|
861 | While %macro saves input lines into memory for interactive re-execution, | |||
|
862 | sometimes you'd like to save your input directly to a file. The %save | |||
|
863 | magic does this: its input sytnax is the same as %macro, but it saves | |||
|
864 | your input directly to a Python file. Note that the %logstart command | |||
|
865 | also saves input, but it logs all input to disk (though you can | |||
|
866 | temporarily suspend it and reactivate it with %logoff/%logon); %save | |||
|
867 | allows you to select which lines of input you need to save. | |||
|
868 | ||||
|
869 | ||||
|
870 | Lightweight 'version control' | |||
|
871 | ----------------------------- | |||
|
872 | ||||
|
873 | When you call %edit with no arguments, IPython opens an empty editor | |||
|
874 | with a temporary file, and it returns the contents of your editing | |||
|
875 | session as a string variable. Thanks to IPython's output caching | |||
|
876 | mechanism, this is automatically stored:: | |||
|
877 | ||||
|
878 | In [1]: %edit | |||
|
879 | ||||
|
880 | IPython will make a temporary file named: /tmp/ipython_edit_yR-HCN.py | |||
|
881 | ||||
|
882 | Editing... done. Executing edited code... | |||
|
883 | ||||
|
884 | hello - this is a temporary file | |||
|
885 | ||||
|
886 | Out[1]: "print 'hello - this is a temporary file'\n" | |||
|
887 | ||||
|
888 | Now, if you call '%edit -p', IPython tries to open an editor with the | |||
|
889 | same data as the last time you used %edit. So if you haven't used %edit | |||
|
890 | in the meantime, this same contents will reopen; however, it will be | |||
|
891 | done in a new file. This means that if you make changes and you later | |||
|
892 | want to find an old version, you can always retrieve it by using its | |||
|
893 | output number, via '%edit _NN', where NN is the number of the output | |||
|
894 | prompt. | |||
|
895 | ||||
|
896 | Continuing with the example above, this should illustrate this idea:: | |||
|
897 | ||||
|
898 | In [2]: edit -p | |||
|
899 | ||||
|
900 | IPython will make a temporary file named: /tmp/ipython_edit_nA09Qk.py | |||
|
901 | ||||
|
902 | Editing... done. Executing edited code... | |||
|
903 | ||||
|
904 | hello - now I made some changes | |||
|
905 | ||||
|
906 | Out[2]: "print 'hello - now I made some changes'\n" | |||
|
907 | ||||
|
908 | In [3]: edit _1 | |||
|
909 | ||||
|
910 | IPython will make a temporary file named: /tmp/ipython_edit_gy6-zD.py | |||
|
911 | ||||
|
912 | Editing... done. Executing edited code... | |||
|
913 | ||||
|
914 | hello - this is a temporary file | |||
|
915 | ||||
|
916 | IPython version control at work :) | |||
|
917 | ||||
|
918 | Out[3]: "print 'hello - this is a temporary file'\nprint 'IPython version control at work :)'\n" | |||
|
919 | ||||
|
920 | ||||
|
921 | This section was written after a contribution by Alexander Belchenko on | |||
|
922 | the IPython user list. | |||
|
923 | ||||
|
924 | ||||
|
925 | Effective logging | |||
|
926 | ----------------- | |||
|
927 | ||||
|
928 | A very useful suggestion sent in by Robert Kern follows: | |||
|
929 | ||||
|
930 | I recently happened on a nifty way to keep tidy per-project log files. I | |||
|
931 | made a profile for my project (which is called "parkfield"). | |||
|
932 | ||||
|
933 | include ipythonrc | |||
|
934 | ||||
|
935 | # cancel earlier logfile invocation: | |||
|
936 | ||||
|
937 | logfile '' | |||
|
938 | ||||
|
939 | execute import time | |||
|
940 | ||||
|
941 | execute __cmd = '/Users/kern/research/logfiles/parkfield-%s.log rotate' | |||
|
942 | ||||
|
943 | execute __IP.magic_logstart(__cmd % time.strftime('%Y-%m-%d')) | |||
|
944 | ||||
|
945 | I also added a shell alias for convenience: | |||
|
946 | ||||
|
947 | alias parkfield="ipython -pylab -profile parkfield" | |||
|
948 | ||||
|
949 | Now I have a nice little directory with everything I ever type in, | |||
|
950 | organized by project and date. | |||
|
951 | ||||
|
952 | Contribute your own: If you have your own favorite tip on using IPython | |||
|
953 | efficiently for a certain task (especially things which can't be done in | |||
|
954 | the normal Python interpreter), don't hesitate to send it! | |||
|
955 | ||||
|
956 | Command-line use | |||
|
957 | ================ | |||
|
958 | ||||
|
959 | You start IPython with the command:: | |||
|
960 | ||||
|
961 | $ ipython [options] files | |||
|
962 | ||||
|
963 | If invoked with no options, it executes all the files listed in sequence | |||
|
964 | and drops you into the interpreter while still acknowledging any options | |||
|
965 | you may have set in your ipythonrc file. This behavior is different from | |||
|
966 | standard Python, which when called as python -i will only execute one | |||
|
967 | file and ignore your configuration setup. | |||
|
968 | ||||
|
969 | Please note that some of the configuration options are not available at | |||
|
970 | the command line, simply because they are not practical here. Look into | |||
|
971 | your ipythonrc configuration file for details on those. This file | |||
|
972 | typically installed in the $HOME/.ipython directory. For Windows users, | |||
|
973 | $HOME resolves to C:\\Documents and Settings\\YourUserName in most | |||
|
974 | instances. In the rest of this text, we will refer to this directory as | |||
|
975 | IPYTHONDIR. | |||
|
976 | ||||
|
977 | ||||
|
978 | Special Threading Options | |||
|
979 | ||||
|
980 | The following special options are ONLY valid at the beginning of the | |||
|
981 | command line, and not later. This is because they control the initial- | |||
|
982 | ization of ipython itself, before the normal option-handling mechanism | |||
|
983 | is active. | |||
|
984 | ||||
|
985 | * [-gthread, -qthread, -q4thread, -wthread, -pylab:] Only one of | |||
|
986 | these can be given, and it can only be given as the first option | |||
|
987 | passed to IPython (it will have no effect in any other position). | |||
|
988 | They provide threading support for the GTK, Qt (versions 3 and 4) | |||
|
989 | and WXPython toolkits, and for the matplotlib library. | |||
|
990 | * [ ] With any of the first four options, IPython starts running a | |||
|
991 | separate thread for the graphical toolkit's operation, so that you | |||
|
992 | can open and control graphical elements from within an IPython | |||
|
993 | command line, without blocking. All four provide essentially the | |||
|
994 | same functionality, respectively for GTK, Qt3, Qt4 and WXWidgets | |||
|
995 | (via their Python interfaces). | |||
|
996 | * [ ] Note that with -wthread, you can additionally use the | |||
|
997 | -wxversion option to request a specific version of wx to be used. | |||
|
998 | This requires that you have the wxversion Python module installed, | |||
|
999 | which is part of recent wxPython distributions. | |||
|
1000 | * [ ] If -pylab is given, IPython loads special support for the mat | |||
|
1001 | plotlib library (http://matplotlib.sourceforge.net), allowing | |||
|
1002 | interactive usage of any of its backends as defined in the user's | |||
|
1003 | ~/.matplotlib/matplotlibrc file. It automatically activates GTK, | |||
|
1004 | Qt or WX threading for IPyhton if the choice of matplotlib backend | |||
|
1005 | requires it. It also modifies the %run command to correctly | |||
|
1006 | execute (without blocking) any matplotlib-based script which calls | |||
|
1007 | show() at the end. | |||
|
1008 | * [-tk] The -g/q/q4/wthread options, and -pylab (if matplotlib is | |||
|
1009 | configured to use GTK, Qt3, Qt4 or WX), will normally block Tk | |||
|
1010 | graphical interfaces. This means that when either GTK, Qt or WX | |||
|
1011 | threading is active, any attempt to open a Tk GUI will result in a | |||
|
1012 | dead window, and possibly cause the Python interpreter to crash. | |||
|
1013 | An extra option, -tk, is available to address this issue. It can | |||
|
1014 | only be given as a second option after any of the above (-gthread, | |||
|
1015 | -wthread or -pylab). | |||
|
1016 | * [ ] If -tk is given, IPython will try to coordinate Tk threading | |||
|
1017 | with GTK, Qt or WX. This is however potentially unreliable, and | |||
|
1018 | you will have to test on your platform and Python configuration to | |||
|
1019 | determine whether it works for you. Debian users have reported | |||
|
1020 | success, apparently due to the fact that Debian builds all of Tcl, | |||
|
1021 | Tk, Tkinter and Python with pthreads support. Under other Linux | |||
|
1022 | environments (such as Fedora Core 2/3), this option has caused | |||
|
1023 | random crashes and lockups of the Python interpreter. Under other | |||
|
1024 | operating systems (Mac OSX and Windows), you'll need to try it to | |||
|
1025 | find out, since currently no user reports are available. | |||
|
1026 | * [ ] There is unfortunately no way for IPython to determine at run | |||
|
1027 | time whether -tk will work reliably or not, so you will need to do | |||
|
1028 | some experiments before relying on it for regular work. | |||
|
1029 | ||||
|
1030 | ||||
|
1031 | ||||
|
1032 | Regular Options | |||
|
1033 | --------------- | |||
|
1034 | ||||
|
1035 | After the above threading options have been given, regular options can | |||
|
1036 | follow in any order. All options can be abbreviated to their shortest | |||
|
1037 | non-ambiguous form and are case-sensitive. One or two dashes can be | |||
|
1038 | used. Some options have an alternate short form, indicated after a |. | |||
|
1039 | ||||
|
1040 | Most options can also be set from your ipythonrc configuration file. See | |||
|
1041 | the provided example for more details on what the options do. Options | |||
|
1042 | given at the command line override the values set in the ipythonrc file. | |||
|
1043 | ||||
|
1044 | All options with a [no] prepended can be specified in negated form | |||
|
1045 | (-nooption instead of -option) to turn the feature off. | |||
|
1046 | ||||
|
1047 | * [-help:] print a help message and exit. | |||
|
1048 | * [-pylab:] this can only be given as the first option passed to | |||
|
1049 | IPython (it will have no effect in any other position). It adds | |||
|
1050 | special support for the matplotlib library | |||
|
1051 | (http://matplotlib.sourceforge.net | |||
|
1052 | http://matplotlib.sourceforge.net), allowing interactive usage of | |||
|
1053 | any of its backends as defined in the user's .matplotlibrc file. | |||
|
1054 | It automatically activates GTK or WX threading for IPyhton if the | |||
|
1055 | choice of matplotlib backend requires it. It also modifies the | |||
|
1056 | %run command to correctly execute (without blocking) any | |||
|
1057 | matplotlib-based script which calls show() at the end. See Sec. 15 | |||
|
1058 | <node15.html#sec:matplotlib-support> for more details. | |||
|
1059 | * [-autocall] <val>: Make IPython automatically call any callable | |||
|
1060 | object even if you didn't type explicit parentheses. For example, | |||
|
1061 | 'str 43' becomes 'str(43)' automatically. The value can be '0' to | |||
|
1062 | disable the feature, '1' for smart autocall, where it is not | |||
|
1063 | applied if there are no more arguments on the line, and '2' for | |||
|
1064 | full autocall, where all callable objects are automatically called | |||
|
1065 | (even if no arguments are present). The default is '1'. | |||
|
1066 | * [-[no]autoindent:] Turn automatic indentation on/off. | |||
|
1067 | * [-[no]automagic:] make magic commands automatic (without needing | |||
|
1068 | their first character to be %). Type %magic at the IPython prompt | |||
|
1069 | for more information. | |||
|
1070 | * [-[no]autoedit_syntax:] When a syntax error occurs after editing a | |||
|
1071 | file, automatically open the file to the trouble causing line for | |||
|
1072 | convenient fixing. | |||
|
1073 | * [-[no]banner:] Print the initial information banner (default on). | |||
|
1074 | * [-c <command>:] execute the given command string, and set sys.argv | |||
|
1075 | to ['c']. This is similar to the -c option in the normal Python | |||
|
1076 | interpreter. | |||
|
1077 | * [-cache_size|cs <n>:] size of the output cache (maximum number of | |||
|
1078 | entries to hold in memory). The default is 1000, you can change it | |||
|
1079 | permanently in your config file. Setting it to 0 completely | |||
|
1080 | disables the caching system, and the minimum value accepted is 20 | |||
|
1081 | (if you provide a value less than 20, it is reset to 0 and a | |||
|
1082 | warning is issued) This limit is defined because otherwise you'll | |||
|
1083 | spend more time re-flushing a too small cache than working. | |||
|
1084 | * [-classic|cl:] Gives IPython a similar feel to the classic Python | |||
|
1085 | prompt. | |||
|
1086 | * [-colors <scheme>:] Color scheme for prompts and exception | |||
|
1087 | reporting. Currently implemented: NoColor, Linux and LightBG. | |||
|
1088 | * [-[no]color_info:] IPython can display information about objects | |||
|
1089 | via a set of functions, and optionally can use colors for this, | |||
|
1090 | syntax highlighting source code and various other elements. | |||
|
1091 | However, because this information is passed through a pager (like | |||
|
1092 | 'less') and many pagers get confused with color codes, this option | |||
|
1093 | is off by default. You can test it and turn it on permanently in | |||
|
1094 | your ipythonrc file if it works for you. As a reference, the | |||
|
1095 | 'less' pager supplied with Mandrake 8.2 works ok, but that in | |||
|
1096 | RedHat 7.2 doesn't. | |||
|
1097 | * [ ] Test it and turn it on permanently if it works with your | |||
|
1098 | system. The magic function %color_info allows you to toggle this | |||
|
1099 | interactively for testing. | |||
|
1100 | * [-[no]debug:] Show information about the loading process. Very | |||
|
1101 | useful to pin down problems with your configuration files or to | |||
|
1102 | get details about session restores. | |||
|
1103 | * [-[no]deep_reload:] IPython can use the deep_reload module which | |||
|
1104 | reloads changes in modules recursively (it replaces the reload() | |||
|
1105 | function, so you don't need to change anything to use it). | |||
|
1106 | deep_reload() forces a full reload of modules whose code may have | |||
|
1107 | changed, which the default reload() function does not. | |||
|
1108 | * [ ] When deep_reload is off, IPython will use the normal reload(), | |||
|
1109 | but deep_reload will still be available as dreload(). This feature | |||
|
1110 | is off by default [which means that you have both normal reload() | |||
|
1111 | and dreload()]. | |||
|
1112 | * [-editor <name>:] Which editor to use with the %edit command. By | |||
|
1113 | default, IPython will honor your EDITOR environment variable (if | |||
|
1114 | not set, vi is the Unix default and notepad the Windows one). | |||
|
1115 | Since this editor is invoked on the fly by IPython and is meant | |||
|
1116 | for editing small code snippets, you may want to use a small, | |||
|
1117 | lightweight editor here (in case your default EDITOR is something | |||
|
1118 | like Emacs). | |||
|
1119 | * [-ipythondir <name>:] name of your IPython configuration directory | |||
|
1120 | IPYTHONDIR. This can also be specified through the environment | |||
|
1121 | variable IPYTHONDIR. | |||
|
1122 | * [-log|l:] generate a log file of all input. The file is named | |||
|
1123 | ipython_log.py in your current directory (which prevents logs from | |||
|
1124 | multiple IPython sessions from trampling each other). You can use | |||
|
1125 | this to later restore a session by loading your logfile as a file | |||
|
1126 | to be executed with option -logplay (see below). | |||
|
1127 | * [-logfile|lf <name>:] specify the name of your logfile. | |||
|
1128 | * [-logplay|lp <name>:] you can replay a previous log. For restoring | |||
|
1129 | a session as close as possible to the state you left it in, use | |||
|
1130 | this option (don't just run the logfile). With -logplay, IPython | |||
|
1131 | will try to reconstruct the previous working environment in full, | |||
|
1132 | not just execute the commands in the logfile. | |||
|
1133 | * [ ] When a session is restored, logging is automatically turned on | |||
|
1134 | again with the name of the logfile it was invoked with (it is read | |||
|
1135 | from the log header). So once you've turned logging on for a | |||
|
1136 | session, you can quit IPython and reload it as many times as you | |||
|
1137 | want and it will continue to log its history and restore from the | |||
|
1138 | beginning every time. | |||
|
1139 | * [ ] Caveats: there are limitations in this option. The history | |||
|
1140 | variables _i*,_* and _dh don't get restored properly. In the | |||
|
1141 | future we will try to implement full session saving by writing and | |||
|
1142 | retrieving a 'snapshot' of the memory state of IPython. But our | |||
|
1143 | first attempts failed because of inherent limitations of Python's | |||
|
1144 | Pickle module, so this may have to wait. | |||
|
1145 | * [-[no]messages:] Print messages which IPython collects about its | |||
|
1146 | startup process (default on). | |||
|
1147 | * [-[no]pdb:] Automatically call the pdb debugger after every | |||
|
1148 | uncaught exception. If you are used to debugging using pdb, this | |||
|
1149 | puts you automatically inside of it after any call (either in | |||
|
1150 | IPython or in code called by it) which triggers an exception which | |||
|
1151 | goes uncaught. | |||
|
1152 | * [-[no]pprint:] ipython can optionally use the pprint (pretty | |||
|
1153 | printer) module for displaying results. pprint tends to give a | |||
|
1154 | nicer display of nested data structures. If you like it, you can | |||
|
1155 | turn it on permanently in your config file (default off). | |||
|
1156 | * [-profile|p] <name>: assume that your config file is | |||
|
1157 | ipythonrc-<name> (looks in current dir first, then in IPYTHONDIR). | |||
|
1158 | This is a quick way to keep and load multiple config files for | |||
|
1159 | different tasks, especially if you use the include option of | |||
|
1160 | config files. You can keep a basic IPYTHONDIR/ipythonrc file and | |||
|
1161 | then have other 'profiles' which include this one and load extra | |||
|
1162 | things for particular tasks. For example: | |||
|
1163 | * [ ] 1. $HOME/.ipython/ipythonrc : load basic things you always want. | |||
|
1164 | * [ ] 2. $HOME/.ipython/ipythonrc-math : load (1) and basic | |||
|
1165 | math-related modules. | |||
|
1166 | * [ ] 3. $HOME/.ipython/ipythonrc-numeric : load (1) and Numeric and | |||
|
1167 | plotting modules. | |||
|
1168 | * [ ] Since it is possible to create an endless loop by having | |||
|
1169 | circular file inclusions, IPython will stop if it reaches 15 | |||
|
1170 | recursive inclusions. | |||
|
1171 | * [-prompt_in1|pi1 <string>:] Specify the string used for input | |||
|
1172 | prompts. Note that if you are using numbered prompts, the number | |||
|
1173 | is represented with a '\#' in the string. Don't forget to quote | |||
|
1174 | strings with spaces embedded in them. Default: 'In [\#]:'. | |||
|
1175 | Sec. 7.2 <node7.html#sec:prompts> discusses in detail all the | |||
|
1176 | available escapes to customize your prompts. | |||
|
1177 | * [-prompt_in2|pi2 <string>:] Similar to the previous option, but | |||
|
1178 | used for the continuation prompts. The special sequence '\D' is | |||
|
1179 | similar to '\#', but with all digits replaced dots (so you can | |||
|
1180 | have your continuation prompt aligned with your input prompt). | |||
|
1181 | Default: ' .\D.:' (note three spaces at the start for alignment | |||
|
1182 | with 'In [\#]'). | |||
|
1183 | * [-prompt_out|po <string>:] String used for output prompts, also | |||
|
1184 | uses numbers like prompt_in1. Default: 'Out[\#]:' | |||
|
1185 | * [-quick:] start in bare bones mode (no config file loaded). | |||
|
1186 | * [-rcfile <name>:] name of your IPython resource configuration | |||
|
1187 | file. Normally IPython loads ipythonrc (from current directory) or | |||
|
1188 | IPYTHONDIR/ipythonrc. | |||
|
1189 | * [ ] If the loading of your config file fails, IPython starts with | |||
|
1190 | a bare bones configuration (no modules loaded at all). | |||
|
1191 | * [-[no]readline:] use the readline library, which is needed to | |||
|
1192 | support name completion and command history, among other things. | |||
|
1193 | It is enabled by default, but may cause problems for users of | |||
|
1194 | X/Emacs in Python comint or shell buffers. | |||
|
1195 | * [ ] Note that X/Emacs 'eterm' buffers (opened with M-x term) | |||
|
1196 | support IPython's readline and syntax coloring fine, only 'emacs' | |||
|
1197 | (M-x shell and C-c !) buffers do not. | |||
|
1198 | * [-screen_length|sl <n>:] number of lines of your screen. This is | |||
|
1199 | used to control printing of very long strings. Strings longer than | |||
|
1200 | this number of lines will be sent through a pager instead of | |||
|
1201 | directly printed. | |||
|
1202 | * [ ] The default value for this is 0, which means IPython will | |||
|
1203 | auto-detect your screen size every time it needs to print certain | |||
|
1204 | potentially long strings (this doesn't change the behavior of the | |||
|
1205 | 'print' keyword, it's only triggered internally). If for some | |||
|
1206 | reason this isn't working well (it needs curses support), specify | |||
|
1207 | it yourself. Otherwise don't change the default. | |||
|
1208 | * [-separate_in|si <string>:] separator before input prompts. | |||
|
1209 | Default: '\n' | |||
|
1210 | * [-separate_out|so <string>:] separator before output prompts. | |||
|
1211 | Default: nothing. | |||
|
1212 | * [-separate_out2|so2 <string>:] separator after output prompts. | |||
|
1213 | Default: nothing. | |||
|
1214 | * [ ] For these three options, use the value 0 to specify no separator. | |||
|
1215 | * [-nosep:] shorthand for '-SeparateIn 0 -SeparateOut 0 | |||
|
1216 | -SeparateOut2 0'. Simply removes all input/output separators. | |||
|
1217 | * [-upgrade:] allows you to upgrade your IPYTHONDIR configuration | |||
|
1218 | when you install a new version of IPython. Since new versions may | |||
|
1219 | include new command line options or example files, this copies | |||
|
1220 | updated ipythonrc-type files. However, it backs up (with a .old | |||
|
1221 | extension) all files which it overwrites so that you can merge | |||
|
1222 | back any customizations you might have in your personal files. | |||
|
1223 | * [-Version:] print version information and exit. | |||
|
1224 | * [-wxversion <string>:] Select a specific version of wxPython (used | |||
|
1225 | in conjunction with -wthread). Requires the wxversion module, part | |||
|
1226 | of recent wxPython distributions | |||
|
1227 | * [-xmode <modename>:] Mode for exception reporting. | |||
|
1228 | * [ ] Valid modes: Plain, Context and Verbose. | |||
|
1229 | * [ ] Plain: similar to python's normal traceback printing. | |||
|
1230 | * [ ] Context: prints 5 lines of context source code around each | |||
|
1231 | line in the traceback. | |||
|
1232 | * [ ] Verbose: similar to Context, but additionally prints the | |||
|
1233 | variables currently visible where the exception happened | |||
|
1234 | (shortening their strings if too long). This can potentially be | |||
|
1235 | very slow, if you happen to have a huge data structure whose | |||
|
1236 | string representation is complex to compute. Your computer may | |||
|
1237 | appear to freeze for a while with cpu usage at 100%. If this | |||
|
1238 | occurs, you can cancel the traceback with Ctrl-C (maybe hitting it | |||
|
1239 | more than once). | |||
|
1240 | ||||
|
1241 | Interactive use | |||
|
1242 | =============== | |||
|
1243 | ||||
|
1244 | Warning: IPython relies on the existence of a global variable called | |||
|
1245 | __IP which controls the shell itself. If you redefine __IP to anything, | |||
|
1246 | bizarre behavior will quickly occur. | |||
|
1247 | ||||
|
1248 | Other than the above warning, IPython is meant to work as a drop-in | |||
|
1249 | replacement for the standard interactive interpreter. As such, any code | |||
|
1250 | which is valid python should execute normally under IPython (cases where | |||
|
1251 | this is not true should be reported as bugs). It does, however, offer | |||
|
1252 | many features which are not available at a standard python prompt. What | |||
|
1253 | follows is a list of these. | |||
|
1254 | ||||
|
1255 | ||||
|
1256 | Caution for Windows users | |||
|
1257 | ------------------------- | |||
|
1258 | ||||
|
1259 | Windows, unfortunately, uses the '\' character as a path separator. This | |||
|
1260 | is a terrible choice, because '\' also represents the escape character | |||
|
1261 | in most modern programming languages, including Python. For this reason, | |||
|
1262 | issuing many of the commands discussed below (especially magics which | |||
|
1263 | affect the filesystem) with '\' in them will cause strange errors. | |||
|
1264 | ||||
|
1265 | A partial solution is to use instead the '/' character as a path | |||
|
1266 | separator, which Windows recognizes in most situations. However, in | |||
|
1267 | Windows commands '/' flags options, so you can not use it for the root | |||
|
1268 | directory. This means that paths beginning at the root must be typed in | |||
|
1269 | a contrived manner like: | |||
|
1270 | %copy \opt/foo/bar.txt \tmp | |||
|
1271 | ||||
|
1272 | There is no sensible thing IPython can do to truly work around this flaw | |||
|
1273 | in Windows^3 <footnode.html#foot878>. | |||
|
1274 | ||||
|
1275 | ||||
|
1276 | ||||
|
1277 | Magic command system | |||
|
1278 | -------------------- | |||
|
1279 | ||||
|
1280 | IPython will treat any line whose first character is a % as a special | |||
|
1281 | call to a 'magic' function. These allow you to control the behavior of | |||
|
1282 | IPython itself, plus a lot of system-type features. They are all | |||
|
1283 | prefixed with a % character, but parameters are given without | |||
|
1284 | parentheses or quotes. | |||
|
1285 | ||||
|
1286 | Example: typing '%cd mydir' (without the quotes) changes you working | |||
|
1287 | directory to 'mydir', if it exists. | |||
|
1288 | ||||
|
1289 | If you have 'automagic' enabled (in your ipythonrc file, via the command | |||
|
1290 | line option -automagic or with the %automagic function), you don't need | |||
|
1291 | to type in the % explicitly. IPython will scan its internal list of | |||
|
1292 | magic functions and call one if it exists. With automagic on you can | |||
|
1293 | then just type 'cd mydir' to go to directory 'mydir'. The automagic | |||
|
1294 | system has the lowest possible precedence in name searches, so defining | |||
|
1295 | an identifier with the same name as an existing magic function will | |||
|
1296 | shadow it for automagic use. You can still access the shadowed magic | |||
|
1297 | function by explicitly using the % character at the beginning of the line. | |||
|
1298 | ||||
|
1299 | An example (with automagic on) should clarify all this:: | |||
|
1300 | ||||
|
1301 | In [1]: cd ipython # %cd is called by automagic | |||
|
1302 | ||||
|
1303 | /home/fperez/ipython | |||
|
1304 | ||||
|
1305 | In [2]: cd=1 # now cd is just a variable | |||
|
1306 | ||||
|
1307 | In [3]: cd .. # and doesn't work as a function anymore | |||
|
1308 | ||||
|
1309 | ------------------------------ | |||
|
1310 | ||||
|
1311 | File "<console>", line 1 | |||
|
1312 | ||||
|
1313 | cd .. | |||
|
1314 | ||||
|
1315 | ^ | |||
|
1316 | ||||
|
1317 | SyntaxError: invalid syntax | |||
|
1318 | ||||
|
1319 | In [4]: %cd .. # but %cd always works | |||
|
1320 | ||||
|
1321 | /home/fperez | |||
|
1322 | ||||
|
1323 | In [5]: del cd # if you remove the cd variable | |||
|
1324 | ||||
|
1325 | In [6]: cd ipython # automagic can work again | |||
|
1326 | ||||
|
1327 | /home/fperez/ipython | |||
|
1328 | ||||
|
1329 | You can define your own magic functions to extend the system. The | |||
|
1330 | following example defines a new magic command, %impall:: | |||
|
1331 | ||||
|
1332 | import IPython.ipapi | |||
|
1333 | ||||
|
1334 | ip = IPython.ipapi.get() | |||
|
1335 | ||||
|
1336 | def doimp(self, arg): | |||
|
1337 | ||||
|
1338 | ip = self.api | |||
|
1339 | ||||
|
1340 | ip.ex("import %s; reload(%s); from %s import *" % ( | |||
|
1341 | ||||
|
1342 | arg,arg,arg) | |||
|
1343 | ||||
|
1344 | ) | |||
|
1345 | ||||
|
1346 | ip.expose_magic('impall', doimp) | |||
|
1347 | ||||
|
1348 | You can also define your own aliased names for magic functions. In your | |||
|
1349 | ipythonrc file, placing a line like: | |||
|
1350 | ||||
|
1351 | execute __IP.magic_cl = __IP.magic_clear | |||
|
1352 | ||||
|
1353 | will define %cl as a new name for %clear. | |||
|
1354 | ||||
|
1355 | Type %magic for more information, including a list of all available | |||
|
1356 | magic functions at any time and their docstrings. You can also type | |||
|
1357 | %magic_function_name? (see sec. 6.4 <#sec:dyn-object-info> for | |||
|
1358 | information on the '?' system) to get information about any particular | |||
|
1359 | magic function you are interested in. | |||
|
1360 | ||||
|
1361 | ||||
|
1362 | Magic commands | |||
|
1363 | -------------- | |||
|
1364 | ||||
|
1365 | The rest of this section is automatically generated for each release | |||
|
1366 | from the docstrings in the IPython code. Therefore the formatting is | |||
|
1367 | somewhat minimal, but this method has the advantage of having | |||
|
1368 | information always in sync with the code. | |||
|
1369 | ||||
|
1370 | A list of all the magic commands available in IPython's default | |||
|
1371 | installation follows. This is similar to what you'll see by simply | |||
|
1372 | typing %magic at the prompt, but that will also give you information | |||
|
1373 | about magic commands you may have added as part of your personal | |||
|
1374 | customizations. | |||
|
1375 | ||||
|
1376 | ||||
|
1377 | %Exit: Exit IPython without confirmation. | |||
|
1378 | ||||
|
1379 | ||||
|
1380 | %Pprint: Toggle pretty printing on/off. | |||
|
1381 | ||||
|
1382 | ||||
|
1383 | %alias: Define an alias for a system command. | |||
|
1384 | ||||
|
1385 | '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd' | |||
|
1386 | ||||
|
1387 | Then, typing 'alias_name params' will execute the system command 'cmd | |||
|
1388 | params' (from your underlying operating system). | |||
|
1389 | ||||
|
1390 | Aliases have lower precedence than magic functions and Python normal | |||
|
1391 | variables, so if 'foo' is both a Python variable and an alias, the alias | |||
|
1392 | can not be executed until 'del foo' removes the Python variable. | |||
|
1393 | ||||
|
1394 | You can use the %l specifier in an alias definition to represent the | |||
|
1395 | whole line when the alias is called. For example: | |||
|
1396 | ||||
|
1397 | In [2]: alias all echo "Input in brackets: <%l>" | |||
|
1398 | In [3]: all hello world | |||
|
1399 | Input in brackets: <hello world> | |||
|
1400 | ||||
|
1401 | You can also define aliases with parameters using %s specifiers (one per | |||
|
1402 | parameter): | |||
|
1403 | ||||
|
1404 | In [1]: alias parts echo first %s second %s | |||
|
1405 | In [2]: %parts A B | |||
|
1406 | first A second B | |||
|
1407 | In [3]: %parts A | |||
|
1408 | Incorrect number of arguments: 2 expected. | |||
|
1409 | parts is an alias to: 'echo first %s second %s' | |||
|
1410 | ||||
|
1411 | Note that %l and %s are mutually exclusive. You can only use one or the | |||
|
1412 | other in your aliases. | |||
|
1413 | ||||
|
1414 | Aliases expand Python variables just like system calls using ! or !! do: | |||
|
1415 | all expressions prefixed with '$' get expanded. For details of the | |||
|
1416 | semantic rules, see PEP-215: http://www.python.org/peps/pep-0215.html. | |||
|
1417 | This is the library used by IPython for variable expansion. If you want | |||
|
1418 | to access a true shell variable, an extra $ is necessary to prevent its | |||
|
1419 | expansion by IPython: | |||
|
1420 | ||||
|
1421 | In [6]: alias show echo | |||
|
1422 | In [7]: PATH='A Python string' | |||
|
1423 | In [8]: show $PATH | |||
|
1424 | A Python string | |||
|
1425 | In [9]: show $$PATH | |||
|
1426 | /usr/local/lf9560/bin:/usr/local/intel/compiler70/ia32/bin:... | |||
|
1427 | ||||
|
1428 | You can use the alias facility to acess all of $PATH. See the %rehash | |||
|
1429 | and %rehashx functions, which automatically create aliases for the | |||
|
1430 | contents of your $PATH. | |||
|
1431 | ||||
|
1432 | If called with no parameters, %alias prints the current alias table. | |||
|
1433 | ||||
|
1434 | ||||
|
1435 | %autocall: Make functions callable without having to type parentheses. | |||
|
1436 | ||||
|
1437 | Usage: | |||
|
1438 | ||||
|
1439 | %autocall [mode] | |||
|
1440 | ||||
|
1441 | The mode can be one of: 0->Off, 1->Smart, 2->Full. If not given, the | |||
|
1442 | value is toggled on and off (remembering the previous state). | |||
|
1443 | ||||
|
1444 | In more detail, these values mean: | |||
|
1445 | ||||
|
1446 | 0 -> fully disabled | |||
|
1447 | ||||
|
1448 | 1 -> active, but do not apply if there are no arguments on the line. | |||
|
1449 | ||||
|
1450 | In this mode, you get: | |||
|
1451 | ||||
|
1452 | In [1]: callable Out[1]: <built-in function callable> | |||
|
1453 | ||||
|
1454 | In [2]: callable 'hello' ---> callable('hello') Out[2]: False | |||
|
1455 | ||||
|
1456 | 2 -> Active always. Even if no arguments are present, the callable | |||
|
1457 | object is called: | |||
|
1458 | ||||
|
1459 | In [4]: callable ---> callable() | |||
|
1460 | ||||
|
1461 | Note that even with autocall off, you can still use '/' at the start of | |||
|
1462 | a line to treat the first argument on the command line as a function and | |||
|
1463 | add parentheses to it: | |||
|
1464 | ||||
|
1465 | In [8]: /str 43 ---> str(43) Out[8]: '43' | |||
|
1466 | ||||
|
1467 | ||||
|
1468 | %autoindent: Toggle autoindent on/off (if available). | |||
|
1469 | ||||
|
1470 | ||||
|
1471 | %automagic: Make magic functions callable without having to type the | |||
|
1472 | initial %. | |||
|
1473 | ||||
|
1474 | Without argumentsl toggles on/off (when off, you must call it as | |||
|
1475 | %automagic, of course). With arguments it sets the value, and you can | |||
|
1476 | use any of (case insensitive): | |||
|
1477 | ||||
|
1478 | - on,1,True: to activate | |||
|
1479 | ||||
|
1480 | - off,0,False: to deactivate. | |||
|
1481 | ||||
|
1482 | Note that magic functions have lowest priority, so if there's a variable | |||
|
1483 | whose name collides with that of a magic fn, automagic won't work for | |||
|
1484 | that function (you get the variable instead). However, if you delete the | |||
|
1485 | variable (del var), the previously shadowed magic function becomes | |||
|
1486 | visible to automagic again. | |||
|
1487 | ||||
|
1488 | ||||
|
1489 | %bg: Run a job in the background, in a separate thread. | |||
|
1490 | ||||
|
1491 | For example, | |||
|
1492 | ||||
|
1493 | %bg myfunc(x,y,z=1) | |||
|
1494 | ||||
|
1495 | will execute 'myfunc(x,y,z=1)' in a background thread. As soon as the | |||
|
1496 | execution starts, a message will be printed indicating the job number. | |||
|
1497 | If your job number is 5, you can use | |||
|
1498 | ||||
|
1499 | myvar = jobs.result(5) or myvar = jobs[5].result | |||
|
1500 | ||||
|
1501 | to assign this result to variable 'myvar'. | |||
|
1502 | ||||
|
1503 | IPython has a job manager, accessible via the 'jobs' object. You can | |||
|
1504 | type jobs? to get more information about it, and use jobs.<TAB> to see | |||
|
1505 | its attributes. All attributes not starting with an underscore are meant | |||
|
1506 | for public use. | |||
|
1507 | ||||
|
1508 | In particular, look at the jobs.new() method, which is used to create | |||
|
1509 | new jobs. This magic %bg function is just a convenience wrapper around | |||
|
1510 | jobs.new(), for expression-based jobs. If you want to create a new job | |||
|
1511 | with an explicit function object and arguments, you must call jobs.new() | |||
|
1512 | directly. | |||
|
1513 | ||||
|
1514 | The jobs.new docstring also describes in detail several important | |||
|
1515 | caveats associated with a thread-based model for background job | |||
|
1516 | execution. Type jobs.new? for details. | |||
|
1517 | ||||
|
1518 | You can check the status of all jobs with jobs.status(). | |||
|
1519 | ||||
|
1520 | The jobs variable is set by IPython into the Python builtin namespace. | |||
|
1521 | If you ever declare a variable named 'jobs', you will shadow this name. | |||
|
1522 | You can either delete your global jobs variable to regain access to the | |||
|
1523 | job manager, or make a new name and assign it manually to the manager | |||
|
1524 | (stored in IPython's namespace). For example, to assign the job manager | |||
|
1525 | to the Jobs name, use: | |||
|
1526 | ||||
|
1527 | Jobs = __builtins__.jobs | |||
|
1528 | ||||
|
1529 | ||||
|
1530 | %bookmark: Manage IPython's bookmark system. | |||
|
1531 | ||||
|
1532 | %bookmark <name> - set bookmark to current dir %bookmark <name> <dir> - | |||
|
1533 | set bookmark to <dir> %bookmark -l - list all bookmarks %bookmark -d | |||
|
1534 | <name> - remove bookmark %bookmark -r - remove all bookmarks | |||
|
1535 | ||||
|
1536 | You can later on access a bookmarked folder with: %cd -b <name> or | |||
|
1537 | simply '%cd <name>' if there is no directory called <name> AND there is | |||
|
1538 | such a bookmark defined. | |||
|
1539 | ||||
|
1540 | Your bookmarks persist through IPython sessions, but they are associated | |||
|
1541 | with each profile. | |||
|
1542 | ||||
|
1543 | ||||
|
1544 | %cd: Change the current working directory. | |||
|
1545 | ||||
|
1546 | This command automatically maintains an internal list of directories you | |||
|
1547 | visit during your IPython session, in the variable _dh. The command | |||
|
1548 | %dhist shows this history nicely formatted. You can also do 'cd -<tab>' | |||
|
1549 | to see directory history conveniently. | |||
|
1550 | ||||
|
1551 | Usage: | |||
|
1552 | ||||
|
1553 | cd 'dir': changes to directory 'dir'. | |||
|
1554 | ||||
|
1555 | cd -: changes to the last visited directory. | |||
|
1556 | ||||
|
1557 | cd -<n>: changes to the n-th directory in the directory history. | |||
|
1558 | ||||
|
1559 | cd -b <bookmark_name>: jump to a bookmark set by %bookmark (note: cd | |||
|
1560 | <bookmark_name> is enough if there is no directory <bookmark_name>, but | |||
|
1561 | a bookmark with the name exists.) 'cd -b <tab>' allows you to | |||
|
1562 | tab-complete bookmark names. | |||
|
1563 | ||||
|
1564 | Options: | |||
|
1565 | ||||
|
1566 | -q: quiet. Do not print the working directory after the cd command is | |||
|
1567 | executed. By default IPython's cd command does print this directory, | |||
|
1568 | since the default prompts do not display path information. | |||
|
1569 | ||||
|
1570 | Note that !cd doesn't work for this purpose because the shell where | |||
|
1571 | !command runs is immediately discarded after executing 'command'. | |||
|
1572 | ||||
|
1573 | ||||
|
1574 | %color_info: Toggle color_info. | |||
|
1575 | ||||
|
1576 | The color_info configuration parameter controls whether colors are used | |||
|
1577 | for displaying object details (by things like %psource, %pfile or the | |||
|
1578 | '?' system). This function toggles this value with each call. | |||
|
1579 | ||||
|
1580 | Note that unless you have a fairly recent pager (less works better than | |||
|
1581 | more) in your system, using colored object information displays will not | |||
|
1582 | work properly. Test it and see. | |||
|
1583 | ||||
|
1584 | ||||
|
1585 | %colors: Switch color scheme for prompts, info system and exception | |||
|
1586 | handlers. | |||
|
1587 | ||||
|
1588 | Currently implemented schemes: NoColor, Linux, LightBG. | |||
|
1589 | ||||
|
1590 | Color scheme names are not case-sensitive. | |||
|
1591 | ||||
|
1592 | ||||
|
1593 | %cpaste: Allows you to paste & execute a pre-formatted code block from | |||
|
1594 | clipboard | |||
|
1595 | ||||
|
1596 | You must terminate the block with '-' (two minus-signs) alone on the | |||
|
1597 | line. You can also provide your own sentinel with '%paste -s %%' ('%%' | |||
|
1598 | is the new sentinel for this operation) | |||
|
1599 | ||||
|
1600 | The block is dedented prior to execution to enable execution of method | |||
|
1601 | definitions. '>' and '+' characters at the beginning of a line are | |||
|
1602 | ignored, to allow pasting directly from e-mails or diff files. The | |||
|
1603 | executed block is also assigned to variable named 'pasted_block' for | |||
|
1604 | later editing with '%edit pasted_block'. | |||
|
1605 | ||||
|
1606 | You can also pass a variable name as an argument, e.g. '%cpaste foo'. | |||
|
1607 | This assigns the pasted block to variable 'foo' as string, without | |||
|
1608 | dedenting or executing it. | |||
|
1609 | ||||
|
1610 | Do not be alarmed by garbled output on Windows (it's a readline bug). | |||
|
1611 | Just press enter and type - (and press enter again) and the block will | |||
|
1612 | be what was just pasted. | |||
|
1613 | ||||
|
1614 | IPython statements (magics, shell escapes) are not supported (yet). | |||
|
1615 | ||||
|
1616 | ||||
|
1617 | %debug: Activate the interactive debugger in post-mortem mode. | |||
|
1618 | ||||
|
1619 | If an exception has just occurred, this lets you inspect its stack | |||
|
1620 | frames interactively. Note that this will always work only on the last | |||
|
1621 | traceback that occurred, so you must call this quickly after an | |||
|
1622 | exception that you wish to inspect has fired, because if another one | |||
|
1623 | occurs, it clobbers the previous one. | |||
|
1624 | ||||
|
1625 | If you want IPython to automatically do this on every exception, see the | |||
|
1626 | %pdb magic for more details. | |||
|
1627 | ||||
|
1628 | ||||
|
1629 | %dhist: Print your history of visited directories. | |||
|
1630 | ||||
|
1631 | %dhist -> print full history | |||
|
1632 | %dhist n -> print last n entries only | |||
|
1633 | %dhist n1 n2 -> print entries between n1 and n2 (n1 not included) | |||
|
1634 | ||||
|
1635 | This history is automatically maintained by the %cd command, and always | |||
|
1636 | available as the global list variable _dh. You can use %cd -<n> to go to | |||
|
1637 | directory number <n>. | |||
|
1638 | ||||
|
1639 | Note that most of time, you should view directory history by entering cd | |||
|
1640 | -<TAB>. | |||
|
1641 | ||||
|
1642 | ||||
|
1643 | %dirs: Return the current directory stack. | |||
|
1644 | ||||
|
1645 | ||||
|
1646 | %doctest_mode: Toggle doctest mode on and off. | |||
|
1647 | ||||
|
1648 | This mode allows you to toggle the prompt behavior between normal | |||
|
1649 | IPython prompts and ones that are as similar to the default IPython | |||
|
1650 | interpreter as possible. | |||
|
1651 | ||||
|
1652 | It also supports the pasting of code snippets that have leading '»>' and | |||
|
1653 | '...' prompts in them. This means that you can paste doctests from files | |||
|
1654 | or docstrings (even if they have leading whitespace), and the code will | |||
|
1655 | execute correctly. You can then use '%history -tn' to see the translated | |||
|
1656 | history without line numbers; this will give you the input after removal | |||
|
1657 | of all the leading prompts and whitespace, which can be pasted back into | |||
|
1658 | an editor. | |||
|
1659 | ||||
|
1660 | With these features, you can switch into this mode easily whenever you | |||
|
1661 | need to do testing and changes to doctests, without having to leave your | |||
|
1662 | existing IPython session. | |||
|
1663 | ||||
|
1664 | ||||
|
1665 | %ed: Alias to %edit. | |||
|
1666 | ||||
|
1667 | ||||
|
1668 | %edit: Bring up an editor and execute the resulting code. | |||
|
1669 | ||||
|
1670 | Usage: %edit [options] [args] | |||
|
1671 | ||||
|
1672 | %edit runs IPython's editor hook. The default version of this hook is | |||
|
1673 | set to call the __IPYTHON__.rc.editor command. This is read from your | |||
|
1674 | environment variable $EDITOR. If this isn't found, it will default to vi | |||
|
1675 | under Linux/Unix and to notepad under Windows. See the end of this | |||
|
1676 | docstring for how to change the editor hook. | |||
|
1677 | ||||
|
1678 | You can also set the value of this editor via the command line option | |||
|
1679 | '-editor' or in your ipythonrc file. This is useful if you wish to use | |||
|
1680 | specifically for IPython an editor different from your typical default | |||
|
1681 | (and for Windows users who typically don't set environment variables). | |||
|
1682 | ||||
|
1683 | This command allows you to conveniently edit multi-line code right in | |||
|
1684 | your IPython session. | |||
|
1685 | ||||
|
1686 | If called without arguments, %edit opens up an empty editor with a | |||
|
1687 | temporary file and will execute the contents of this file when you close | |||
|
1688 | it (don't forget to save it!). | |||
|
1689 | ||||
|
1690 | Options: | |||
|
1691 | ||||
|
1692 | -n <number>: open the editor at a specified line number. By default, the | |||
|
1693 | IPython editor hook uses the unix syntax 'editor +N filename', but you | |||
|
1694 | can configure this by providing your own modified hook if your favorite | |||
|
1695 | editor supports line-number specifications with a different syntax. | |||
|
1696 | ||||
|
1697 | -p: this will call the editor with the same data as the previous time it | |||
|
1698 | was used, regardless of how long ago (in your current session) it was. | |||
|
1699 | ||||
|
1700 | -r: use 'raw' input. This option only applies to input taken from the | |||
|
1701 | user's history. By default, the 'processed' history is used, so that | |||
|
1702 | magics are loaded in their transformed version to valid Python. If this | |||
|
1703 | option is given, the raw input as typed as the command line is used | |||
|
1704 | instead. When you exit the editor, it will be executed by IPython's own | |||
|
1705 | processor. | |||
|
1706 | ||||
|
1707 | -x: do not execute the edited code immediately upon exit. This is mainly | |||
|
1708 | useful if you are editing programs which need to be called with command | |||
|
1709 | line arguments, which you can then do using %run. | |||
|
1710 | ||||
|
1711 | Arguments: | |||
|
1712 | ||||
|
1713 | If arguments are given, the following possibilites exist: | |||
|
1714 | ||||
|
1715 | - The arguments are numbers or pairs of colon-separated numbers (like 1 | |||
|
1716 | 4:8 9). These are interpreted as lines of previous input to be loaded | |||
|
1717 | into the editor. The syntax is the same of the %macro command. | |||
|
1718 | ||||
|
1719 | - If the argument doesn't start with a number, it is evaluated as a | |||
|
1720 | variable and its contents loaded into the editor. You can thus edit any | |||
|
1721 | string which contains python code (including the result of previous edits). | |||
|
1722 | ||||
|
1723 | - If the argument is the name of an object (other than a string), | |||
|
1724 | IPython will try to locate the file where it was defined and open the | |||
|
1725 | editor at the point where it is defined. You can use '%edit function' to | |||
|
1726 | load an editor exactly at the point where 'function' is defined, edit it | |||
|
1727 | and have the file be executed automatically. | |||
|
1728 | ||||
|
1729 | If the object is a macro (see %macro for details), this opens up your | |||
|
1730 | specified editor with a temporary file containing the macro's data. Upon | |||
|
1731 | exit, the macro is reloaded with the contents of the file. | |||
|
1732 | ||||
|
1733 | Note: opening at an exact line is only supported under Unix, and some | |||
|
1734 | editors (like kedit and gedit up to Gnome 2.8) do not understand the | |||
|
1735 | '+NUMBER' parameter necessary for this feature. Good editors like | |||
|
1736 | (X)Emacs, vi, jed, pico and joe all do. | |||
|
1737 | ||||
|
1738 | - If the argument is not found as a variable, IPython will look for a | |||
|
1739 | file with that name (adding .py if necessary) and load it into the | |||
|
1740 | editor. It will execute its contents with execfile() when you exit, | |||
|
1741 | loading any code in the file into your interactive namespace. | |||
|
1742 | ||||
|
1743 | After executing your code, %edit will return as output the code you | |||
|
1744 | typed in the editor (except when it was an existing file). This way you | |||
|
1745 | can reload the code in further invocations of %edit as a variable, via | |||
|
1746 | _<NUMBER> or Out[<NUMBER>], where <NUMBER> is the prompt number of the | |||
|
1747 | output. | |||
|
1748 | ||||
|
1749 | Note that %edit is also available through the alias %ed. | |||
|
1750 | ||||
|
1751 | This is an example of creating a simple function inside the editor and | |||
|
1752 | then modifying it. First, start up the editor:: | |||
|
1753 | ||||
|
1754 | In [1]: ed | |||
|
1755 | Editing... done. Executing edited code... | |||
|
1756 | Out[1]: 'def foo():\n print "foo() was defined in an editing session"\n' | |||
|
1757 | ||||
|
1758 | We can then call the function foo(): | |||
|
1759 | ||||
|
1760 | In [2]: foo() | |||
|
1761 | foo() was defined in an editing session | |||
|
1762 | ||||
|
1763 | Now we edit foo. IPython automatically loads the editor with the | |||
|
1764 | (temporary) file where foo() was previously defined: | |||
|
1765 | ||||
|
1766 | In [3]: ed foo | |||
|
1767 | Editing... done. Executing edited code... | |||
|
1768 | ||||
|
1769 | And if we call foo() again we get the modified version: | |||
|
1770 | ||||
|
1771 | In [4]: foo() | |||
|
1772 | foo() has now been changed! | |||
|
1773 | ||||
|
1774 | Here is an example of how to edit a code snippet successive times. First | |||
|
1775 | we call the editor: | |||
|
1776 | ||||
|
1777 | In [8]: ed | |||
|
1778 | Editing... done. Executing edited code... | |||
|
1779 | hello | |||
|
1780 | Out[8]: "print 'hello'\n" | |||
|
1781 | ||||
|
1782 | Now we call it again with the previous output (stored in _): | |||
|
1783 | ||||
|
1784 | In [9]: ed _ | |||
|
1785 | Editing... done. Executing edited code... | |||
|
1786 | hello world | |||
|
1787 | Out[9]: "print 'hello world'\n" | |||
|
1788 | ||||
|
1789 | Now we call it with the output #8 (stored in _8, also as Out[8]): | |||
|
1790 | ||||
|
1791 | In [10]: ed _8 | |||
|
1792 | Editing... done. Executing edited code... | |||
|
1793 | hello again | |||
|
1794 | Out[10]: "print 'hello again'\n" | |||
|
1795 | ||||
|
1796 | Changing the default editor hook: | |||
|
1797 | ||||
|
1798 | If you wish to write your own editor hook, you can put it in a | |||
|
1799 | configuration file which you load at startup time. The default hook is | |||
|
1800 | defined in the IPython.hooks module, and you can use that as a starting | |||
|
1801 | example for further modifications. That file also has general | |||
|
1802 | instructions on how to set a new hook for use once you've defined it. | |||
|
1803 | ||||
|
1804 | ||||
|
1805 | %env: List environment variables. | |||
|
1806 | ||||
|
1807 | ||||
|
1808 | %exit: Exit IPython, confirming if configured to do so. | |||
|
1809 | ||||
|
1810 | You can configure whether IPython asks for confirmation upon exit by | |||
|
1811 | setting the confirm_exit flag in the ipythonrc file. | |||
|
1812 | ||||
|
1813 | ||||
|
1814 | %logoff: Temporarily stop logging. | |||
|
1815 | ||||
|
1816 | You must have previously started logging. | |||
|
1817 | ||||
|
1818 | ||||
|
1819 | %logon: Restart logging. | |||
|
1820 | ||||
|
1821 | This function is for restarting logging which you've temporarily stopped | |||
|
1822 | with %logoff. For starting logging for the first time, you must use the | |||
|
1823 | %logstart function, which allows you to specify an optional log filename. | |||
|
1824 | ||||
|
1825 | ||||
|
1826 | %logstart: Start logging anywhere in a session. | |||
|
1827 | ||||
|
1828 | %logstart [-o|-r|-t] [log_name [log_mode]] | |||
|
1829 | ||||
|
1830 | If no name is given, it defaults to a file named 'ipython_log.py' in | |||
|
1831 | your current directory, in 'rotate' mode (see below). | |||
|
1832 | ||||
|
1833 | '%logstart name' saves to file 'name' in 'backup' mode. It saves your | |||
|
1834 | history up to that point and then continues logging. | |||
|
1835 | ||||
|
1836 | %logstart takes a second optional parameter: logging mode. This can be | |||
|
1837 | one of (note that the modes are given unquoted): | |||
|
1838 | append: well, that says it. | |||
|
1839 | backup: rename (if exists) to name and start name. | |||
|
1840 | global: single logfile in your home dir, appended to. | |||
|
1841 | over : overwrite existing log. | |||
|
1842 | rotate: create rotating logs name.1 , name.2 , etc. | |||
|
1843 | ||||
|
1844 | Options: | |||
|
1845 | ||||
|
1846 | -o: log also IPython's output. In this mode, all commands which generate | |||
|
1847 | an Out[NN] prompt are recorded to the logfile, right after their | |||
|
1848 | corresponding input line. The output lines are always prepended with a | |||
|
1849 | '#[Out]# ' marker, so that the log remains valid Python code. | |||
|
1850 | ||||
|
1851 | Since this marker is always the same, filtering only the output from a | |||
|
1852 | log is very easy, using for example a simple awk call: | |||
|
1853 | ||||
|
1854 | awk -F'# | |||
|
1855 | ||||
|
1856 | \begin{displaymath}Out\end{displaymath} | |||
|
1857 | ||||
|
1858 | # ' 'if($2) print $2' ipython_log.py | |||
|
1859 | ||||
|
1860 | -r: log 'raw' input. Normally, IPython's logs contain the processed | |||
|
1861 | input, so that user lines are logged in their final form, converted into | |||
|
1862 | valid Python. For example, %Exit is logged as '_ip.magic("Exit"). If the | |||
|
1863 | -r flag is given, all input is logged exactly as typed, with no | |||
|
1864 | transformations applied. | |||
|
1865 | ||||
|
1866 | -t: put timestamps before each input line logged (these are put in | |||
|
1867 | comments). | |||
|
1868 | ||||
|
1869 | ||||
|
1870 | %logstate: Print the status of the logging system. | |||
|
1871 | ||||
|
1872 | ||||
|
1873 | %logstop: Fully stop logging and close log file. | |||
|
1874 | ||||
|
1875 | In order to start logging again, a new %logstart call needs to be made, | |||
|
1876 | possibly (though not necessarily) with a new filename, mode and other | |||
|
1877 | options. | |||
|
1878 | ||||
|
1879 | ||||
|
1880 | %lsmagic: List currently available magic functions. | |||
|
1881 | ||||
|
1882 | ||||
|
1883 | %macro: Define a set of input lines as a macro for future re-execution. | |||
|
1884 | ||||
|
1885 | Usage: | |||
|
1886 | %macro [options] name n1-n2 n3-n4 ... n5 .. n6 ... | |||
|
1887 | ||||
|
1888 | Options: | |||
|
1889 | ||||
|
1890 | -r: use 'raw' input. By default, the 'processed' history is used, so | |||
|
1891 | that magics are loaded in their transformed version to valid Python. If | |||
|
1892 | this option is given, the raw input as typed as the command line is used | |||
|
1893 | instead. | |||
|
1894 | ||||
|
1895 | This will define a global variable called 'name' which is a string made | |||
|
1896 | of joining the slices and lines you specify (n1,n2,... numbers above) | |||
|
1897 | from your input history into a single string. This variable acts like an | |||
|
1898 | automatic function which re-executes those lines as if you had typed | |||
|
1899 | them. You just type 'name' at the prompt and the code executes. | |||
|
1900 | ||||
|
1901 | The notation for indicating number ranges is: n1-n2 means 'use line | |||
|
1902 | numbers n1,...n2' (the endpoint is included). That is, '5-7' means using | |||
|
1903 | the lines numbered 5,6 and 7. | |||
|
1904 | ||||
|
1905 | Note: as a 'hidden' feature, you can also use traditional python slice | |||
|
1906 | notation, where N:M means numbers N through M-1. | |||
|
1907 | ||||
|
1908 | For example, if your history contains (%hist prints it): | |||
|
1909 | ||||
|
1910 | 44: x=1 | |||
|
1911 | 45: y=3 | |||
|
1912 | 46: z=x+y | |||
|
1913 | 47: print x | |||
|
1914 | 48: a=5 | |||
|
1915 | 49: print 'x',x,'y',y | |||
|
1916 | ||||
|
1917 | you can create a macro with lines 44 through 47 (included) and line 49 | |||
|
1918 | called my_macro with: | |||
|
1919 | ||||
|
1920 | In [51]: %macro my_macro 44-47 49 | |||
|
1921 | ||||
|
1922 | Now, typing 'my_macro' (without quotes) will re-execute all this code in | |||
|
1923 | one pass. | |||
|
1924 | ||||
|
1925 | You don't need to give the line-numbers in order, and any given line | |||
|
1926 | number can appear multiple times. You can assemble macros with any lines | |||
|
1927 | from your input history in any order. | |||
|
1928 | ||||
|
1929 | The macro is a simple object which holds its value in an attribute, but | |||
|
1930 | IPython's display system checks for macros and executes them as code | |||
|
1931 | instead of printing them when you type their name. | |||
|
1932 | ||||
|
1933 | You can view a macro's contents by explicitly printing it with: | |||
|
1934 | ||||
|
1935 | 'print macro_name'. | |||
|
1936 | ||||
|
1937 | For one-off cases which DON'T contain magic function calls in them you | |||
|
1938 | can obtain similar results by explicitly executing slices from your | |||
|
1939 | input history with: | |||
|
1940 | ||||
|
1941 | In [60]: exec In[44:48]+In[49] | |||
|
1942 | ||||
|
1943 | ||||
|
1944 | %magic: Print information about the magic function system. | |||
|
1945 | ||||
|
1946 | ||||
|
1947 | %page: Pretty print the object and display it through a pager. | |||
|
1948 | ||||
|
1949 | %page [options] OBJECT | |||
|
1950 | ||||
|
1951 | If no object is given, use _ (last output). | |||
|
1952 | ||||
|
1953 | Options: | |||
|
1954 | ||||
|
1955 | -r: page str(object), don't pretty-print it. | |||
|
1956 | ||||
|
1957 | ||||
|
1958 | %pdb: Control the automatic calling of the pdb interactive debugger. | |||
|
1959 | ||||
|
1960 | Call as '%pdb on', '%pdb 1', '%pdb off' or '%pdb 0'. If called without | |||
|
1961 | argument it works as a toggle. | |||
|
1962 | ||||
|
1963 | When an exception is triggered, IPython can optionally call the | |||
|
1964 | interactive pdb debugger after the traceback printout. %pdb toggles this | |||
|
1965 | feature on and off. | |||
|
1966 | ||||
|
1967 | The initial state of this feature is set in your ipythonrc configuration | |||
|
1968 | file (the variable is called 'pdb'). | |||
|
1969 | ||||
|
1970 | If you want to just activate the debugger AFTER an exception has fired, | |||
|
1971 | without having to type '%pdb on' and rerunning your code, you can use | |||
|
1972 | the %debug magic. | |||
|
1973 | ||||
|
1974 | ||||
|
1975 | %pdef: Print the definition header for any callable object. | |||
|
1976 | ||||
|
1977 | If the object is a class, print the constructor information. | |||
|
1978 | ||||
|
1979 | ||||
|
1980 | %pdoc: Print the docstring for an object. | |||
|
1981 | ||||
|
1982 | If the given object is a class, it will print both the class and the | |||
|
1983 | constructor docstrings. | |||
|
1984 | ||||
|
1985 | ||||
|
1986 | %pfile: Print (or run through pager) the file where an object is defined. | |||
|
1987 | ||||
|
1988 | The file opens at the line where the object definition begins. IPython | |||
|
1989 | will honor the environment variable PAGER if set, and otherwise will do | |||
|
1990 | its best to print the file in a convenient form. | |||
|
1991 | ||||
|
1992 | If the given argument is not an object currently defined, IPython will | |||
|
1993 | try to interpret it as a filename (automatically adding a .py extension | |||
|
1994 | if needed). You can thus use %pfile as a syntax highlighting code viewer. | |||
|
1995 | ||||
|
1996 | ||||
|
1997 | %pinfo: Provide detailed information about an object. | |||
|
1998 | ||||
|
1999 | '%pinfo object' is just a synonym for object? or ?object. | |||
|
2000 | ||||
|
2001 | ||||
|
2002 | %popd: Change to directory popped off the top of the stack. | |||
|
2003 | ||||
|
2004 | ||||
|
2005 | %profile: Print your currently active IPyhton profile. | |||
|
2006 | ||||
|
2007 | ||||
|
2008 | %prun: Run a statement through the python code profiler. | |||
|
2009 | ||||
|
2010 | Usage: | |||
|
2011 | %prun [options] statement | |||
|
2012 | ||||
|
2013 | The given statement (which doesn't require quote marks) is run via the | |||
|
2014 | python profiler in a manner similar to the profile.run() function. | |||
|
2015 | Namespaces are internally managed to work correctly; profile.run cannot | |||
|
2016 | be used in IPython because it makes certain assumptions about namespaces | |||
|
2017 | which do not hold under IPython. | |||
|
2018 | ||||
|
2019 | Options: | |||
|
2020 | ||||
|
2021 | -l <limit>: you can place restrictions on what or how much of the | |||
|
2022 | profile gets printed. The limit value can be: | |||
|
2023 | ||||
|
2024 | * A string: only information for function names containing this string | |||
|
2025 | is printed. | |||
|
2026 | ||||
|
2027 | * An integer: only these many lines are printed. | |||
|
2028 | ||||
|
2029 | * A float (between 0 and 1): this fraction of the report is printed (for | |||
|
2030 | example, use a limit of 0.4 to see the topmost 40% only). | |||
|
2031 | ||||
|
2032 | You can combine several limits with repeated use of the option. For | |||
|
2033 | example, '-l __init__ -l 5' will print only the topmost 5 lines of | |||
|
2034 | information about class constructors. | |||
|
2035 | ||||
|
2036 | -r: return the pstats.Stats object generated by the profiling. This | |||
|
2037 | object has all the information about the profile in it, and you can | |||
|
2038 | later use it for further analysis or in other functions. | |||
|
2039 | ||||
|
2040 | -s <key>: sort profile by given key. You can provide more than one key | |||
|
2041 | by using the option several times: '-s key1 -s key2 -s key3...'. The | |||
|
2042 | default sorting key is 'time'. | |||
|
2043 | ||||
|
2044 | The following is copied verbatim from the profile documentation | |||
|
2045 | referenced below: | |||
|
2046 | ||||
|
2047 | When more than one key is provided, additional keys are used as | |||
|
2048 | secondary criteria when the there is equality in all keys selected | |||
|
2049 | before them. | |||
|
2050 | ||||
|
2051 | Abbreviations can be used for any key names, as long as the abbreviation | |||
|
2052 | is unambiguous. The following are the keys currently defined: | |||
|
2053 | ||||
|
2054 | Valid Arg Meaning | |||
|
2055 | "calls" call count | |||
|
2056 | "cumulative" cumulative time | |||
|
2057 | "file" file name | |||
|
2058 | "module" file name | |||
|
2059 | "pcalls" primitive call count | |||
|
2060 | "line" line number | |||
|
2061 | "name" function name | |||
|
2062 | "nfl" name/file/line | |||
|
2063 | "stdname" standard name | |||
|
2064 | "time" internal time | |||
|
2065 | ||||
|
2066 | Note that all sorts on statistics are in descending order (placing most | |||
|
2067 | time consuming items first), where as name, file, and line number | |||
|
2068 | searches are in ascending order (i.e., alphabetical). The subtle | |||
|
2069 | distinction between "nfl" and "stdname" is that the standard name is a | |||
|
2070 | sort of the name as printed, which means that the embedded line numbers | |||
|
2071 | get compared in an odd way. For example, lines 3, 20, and 40 would (if | |||
|
2072 | the file names were the same) appear in the string order "20" "3" and | |||
|
2073 | "40". In contrast, "nfl" does a numeric compare of the line numbers. In | |||
|
2074 | fact, sort_stats("nfl") is the same as sort_stats("name", "file", "line"). | |||
|
2075 | ||||
|
2076 | -T <filename>: save profile results as shown on screen to a text file. | |||
|
2077 | The profile is still shown on screen. | |||
|
2078 | ||||
|
2079 | -D <filename>: save (via dump_stats) profile statistics to given | |||
|
2080 | filename. This data is in a format understod by the pstats module, and | |||
|
2081 | is generated by a call to the dump_stats() method of profile objects. | |||
|
2082 | The profile is still shown on screen. | |||
|
2083 | ||||
|
2084 | If you want to run complete programs under the profiler's control, use | |||
|
2085 | '%run -p [prof_opts] filename.py [args to program]' where prof_opts | |||
|
2086 | contains profiler specific options as described here. | |||
|
2087 | ||||
|
2088 | You can read the complete documentation for the profile module with: | |||
|
2089 | In [1]: import profile; profile.help() | |||
|
2090 | ||||
|
2091 | ||||
|
2092 | %psearch: Search for object in namespaces by wildcard. | |||
|
2093 | ||||
|
2094 | %psearch [options] PATTERN [OBJECT TYPE] | |||
|
2095 | ||||
|
2096 | Note: ? can be used as a synonym for %psearch, at the beginning or at | |||
|
2097 | the end: both a*? and ?a* are equivalent to '%psearch a*'. Still, the | |||
|
2098 | rest of the command line must be unchanged (options come first), so for | |||
|
2099 | example the following forms are equivalent | |||
|
2100 | ||||
|
2101 | %psearch -i a* function -i a* function? ?-i a* function | |||
|
2102 | ||||
|
2103 | Arguments: | |||
|
2104 | ||||
|
2105 | PATTERN | |||
|
2106 | ||||
|
2107 | where PATTERN is a string containing * as a wildcard similar to its use | |||
|
2108 | in a shell. The pattern is matched in all namespaces on the search path. | |||
|
2109 | By default objects starting with a single _ are not matched, many | |||
|
2110 | IPython generated objects have a single underscore. The default is case | |||
|
2111 | insensitive matching. Matching is also done on the attributes of objects | |||
|
2112 | and not only on the objects in a module. | |||
|
2113 | ||||
|
2114 | [OBJECT TYPE] | |||
|
2115 | ||||
|
2116 | Is the name of a python type from the types module. The name is given in | |||
|
2117 | lowercase without the ending type, ex. StringType is written string. By | |||
|
2118 | adding a type here only objects matching the given type are matched. | |||
|
2119 | Using all here makes the pattern match all types (this is the default). | |||
|
2120 | ||||
|
2121 | Options: | |||
|
2122 | ||||
|
2123 | -a: makes the pattern match even objects whose names start with a single | |||
|
2124 | underscore. These names are normally ommitted from the search. | |||
|
2125 | ||||
|
2126 | -i/-c: make the pattern case insensitive/sensitive. If neither of these | |||
|
2127 | options is given, the default is read from your ipythonrc file. The | |||
|
2128 | option name which sets this value is 'wildcards_case_sensitive'. If this | |||
|
2129 | option is not specified in your ipythonrc file, IPython's internal | |||
|
2130 | default is to do a case sensitive search. | |||
|
2131 | ||||
|
2132 | -e/-s NAMESPACE: exclude/search a given namespace. The pattern you | |||
|
2133 | specifiy can be searched in any of the following namespaces: 'builtin', | |||
|
2134 | 'user', 'user_global','internal', 'alias', where 'builtin' and 'user' | |||
|
2135 | are the search defaults. Note that you should not use quotes when | |||
|
2136 | specifying namespaces. | |||
|
2137 | ||||
|
2138 | 'Builtin' contains the python module builtin, 'user' contains all user | |||
|
2139 | data, 'alias' only contain the shell aliases and no python objects, | |||
|
2140 | 'internal' contains objects used by IPython. The 'user_global' namespace | |||
|
2141 | is only used by embedded IPython instances, and it contains module-level | |||
|
2142 | globals. You can add namespaces to the search with -s or exclude them | |||
|
2143 | with -e (these options can be given more than once). | |||
|
2144 | ||||
|
2145 | Examples: | |||
|
2146 | ||||
|
2147 | %psearch a* -> objects beginning with an a %psearch -e builtin a* -> | |||
|
2148 | objects NOT in the builtin space starting in a %psearch a* function -> | |||
|
2149 | all functions beginning with an a %psearch re.e* -> objects beginning | |||
|
2150 | with an e in module re %psearch r*.e* -> objects that start with e in | |||
|
2151 | modules starting in r %psearch r*.* string -> all strings in modules | |||
|
2152 | beginning with r | |||
|
2153 | ||||
|
2154 | Case sensitve search: | |||
|
2155 | ||||
|
2156 | %psearch -c a* list all object beginning with lower case a | |||
|
2157 | ||||
|
2158 | Show objects beginning with a single _: | |||
|
2159 | ||||
|
2160 | %psearch -a _* list objects beginning with a single underscore | |||
|
2161 | ||||
|
2162 | ||||
|
2163 | %psource: Print (or run through pager) the source code for an object. | |||
|
2164 | ||||
|
2165 | ||||
|
2166 | %pushd: Place the current dir on stack and change directory. | |||
|
2167 | ||||
|
2168 | Usage: | |||
|
2169 | %pushd ['dirname'] | |||
|
2170 | ||||
|
2171 | ||||
|
2172 | %pwd: Return the current working directory path. | |||
|
2173 | ||||
|
2174 | ||||
|
2175 | %pycat: Show a syntax-highlighted file through a pager. | |||
|
2176 | ||||
|
2177 | This magic is similar to the cat utility, but it will assume the file to | |||
|
2178 | be Python source and will show it with syntax highlighting. | |||
|
2179 | ||||
|
2180 | ||||
|
2181 | %quickref: Show a quick reference sheet | |||
|
2182 | ||||
|
2183 | ||||
|
2184 | %quit: Exit IPython, confirming if configured to do so (like %exit) | |||
|
2185 | ||||
|
2186 | ||||
|
2187 | %r: Repeat previous input. | |||
|
2188 | ||||
|
2189 | Note: Consider using the more powerfull %rep instead! | |||
|
2190 | ||||
|
2191 | If given an argument, repeats the previous command which starts with the | |||
|
2192 | same string, otherwise it just repeats the previous input. | |||
|
2193 | ||||
|
2194 | Shell escaped commands (with ! as first character) are not recognized by | |||
|
2195 | this system, only pure python code and magic commands. | |||
|
2196 | ||||
|
2197 | ||||
|
2198 | %rehashx: Update the alias table with all executable files in $PATH. | |||
|
2199 | ||||
|
2200 | This version explicitly checks that every entry in $PATH is a file with | |||
|
2201 | execute access (os.X_OK), so it is much slower than %rehash. | |||
|
2202 | ||||
|
2203 | Under Windows, it checks executability as a match agains a '|'-separated | |||
|
2204 | string of extensions, stored in the IPython config variable | |||
|
2205 | win_exec_ext. This defaults to 'exe|com|bat'. | |||
|
2206 | ||||
|
2207 | This function also resets the root module cache of module completer, | |||
|
2208 | used on slow filesystems. | |||
|
2209 | ||||
|
2210 | ||||
|
2211 | %reset: Resets the namespace by removing all names defined by the user. | |||
|
2212 | ||||
|
2213 | Input/Output history are left around in case you need them. | |||
|
2214 | ||||
|
2215 | ||||
|
2216 | %run: Run the named file inside IPython as a program. | |||
|
2217 | ||||
|
2218 | Usage: | |||
|
2219 | %run [-n -i -t [-N<N>] -d [-b<N>] -p [profile options]] file [args] | |||
|
2220 | ||||
|
2221 | Parameters after the filename are passed as command-line arguments to | |||
|
2222 | the program (put in sys.argv). Then, control returns to IPython's prompt. | |||
|
2223 | ||||
|
2224 | This is similar to running at a system prompt: | |||
|
2225 | $ python file args | |||
|
2226 | but with the advantage of giving you IPython's tracebacks, and of | |||
|
2227 | loading all variables into your interactive namespace for further use | |||
|
2228 | (unless -p is used, see below). | |||
|
2229 | ||||
|
2230 | The file is executed in a namespace initially consisting only of | |||
|
2231 | __name__=='__main__' and sys.argv constructed as indicated. It thus sees | |||
|
2232 | its environment as if it were being run as a stand-alone program (except | |||
|
2233 | for sharing global objects such as previously imported modules). But | |||
|
2234 | after execution, the IPython interactive namespace gets updated with all | |||
|
2235 | variables defined in the program (except for __name__ and sys.argv). | |||
|
2236 | This allows for very convenient loading of code for interactive work, | |||
|
2237 | while giving each program a 'clean sheet' to run in. | |||
|
2238 | ||||
|
2239 | Options: | |||
|
2240 | ||||
|
2241 | -n: __name__ is NOT set to '__main__', but to the running file's name | |||
|
2242 | without extension (as python does under import). This allows running | |||
|
2243 | scripts and reloading the definitions in them without calling code | |||
|
2244 | protected by an ' if __name__ == "__main__" ' clause. | |||
|
2245 | ||||
|
2246 | -i: run the file in IPython's namespace instead of an empty one. This is | |||
|
2247 | useful if you are experimenting with code written in a text editor which | |||
|
2248 | depends on variables defined interactively. | |||
|
2249 | ||||
|
2250 | -e: ignore sys.exit() calls or SystemExit exceptions in the script being | |||
|
2251 | run. This is particularly useful if IPython is being used to run | |||
|
2252 | unittests, which always exit with a sys.exit() call. In such cases you | |||
|
2253 | are interested in the output of the test results, not in seeing a | |||
|
2254 | traceback of the unittest module. | |||
|
2255 | ||||
|
2256 | -t: print timing information at the end of the run. IPython will give | |||
|
2257 | you an estimated CPU time consumption for your script, which under Unix | |||
|
2258 | uses the resource module to avoid the wraparound problems of | |||
|
2259 | time.clock(). Under Unix, an estimate of time spent on system tasks is | |||
|
2260 | also given (for Windows platforms this is reported as 0.0). | |||
|
2261 | ||||
|
2262 | If -t is given, an additional -N<N> option can be given, where <N> must | |||
|
2263 | be an integer indicating how many times you want the script to run. The | |||
|
2264 | final timing report will include total and per run results. | |||
|
2265 | ||||
|
2266 | For example (testing the script uniq_stable.py): | |||
|
2267 | ||||
|
2268 | In [1]: run -t uniq_stable | |||
|
2269 | ||||
|
2270 | IPython CPU timings (estimated): | |||
|
2271 | User : 0.19597 s. | |||
|
2272 | System: 0.0 s. | |||
|
2273 | ||||
|
2274 | In [2]: run -t -N5 uniq_stable | |||
|
2275 | ||||
|
2276 | IPython CPU timings (estimated): | |||
|
2277 | Total runs performed: 5 | |||
|
2278 | Times : Total Per run | |||
|
2279 | User : 0.910862 s, 0.1821724 s. | |||
|
2280 | System: 0.0 s, 0.0 s. | |||
|
2281 | ||||
|
2282 | -d: run your program under the control of pdb, the Python debugger. This | |||
|
2283 | allows you to execute your program step by step, watch variables, etc. | |||
|
2284 | Internally, what IPython does is similar to calling: | |||
|
2285 | ||||
|
2286 | pdb.run('execfile("YOURFILENAME")') | |||
|
2287 | ||||
|
2288 | with a breakpoint set on line 1 of your file. You can change the line | |||
|
2289 | number for this automatic breakpoint to be <N> by using the -bN option | |||
|
2290 | (where N must be an integer). For example: | |||
|
2291 | ||||
|
2292 | %run -d -b40 myscript | |||
|
2293 | ||||
|
2294 | will set the first breakpoint at line 40 in myscript.py. Note that the | |||
|
2295 | first breakpoint must be set on a line which actually does something | |||
|
2296 | (not a comment or docstring) for it to stop execution. | |||
|
2297 | ||||
|
2298 | When the pdb debugger starts, you will see a (Pdb) prompt. You must | |||
|
2299 | first enter 'c' (without qoutes) to start execution up to the first | |||
|
2300 | breakpoint. | |||
|
2301 | ||||
|
2302 | Entering 'help' gives information about the use of the debugger. You can | |||
|
2303 | easily see pdb's full documentation with "import pdb;pdb.help()" at a | |||
|
2304 | prompt. | |||
|
2305 | ||||
|
2306 | -p: run program under the control of the Python profiler module (which | |||
|
2307 | prints a detailed report of execution times, function calls, etc). | |||
|
2308 | ||||
|
2309 | You can pass other options after -p which affect the behavior of the | |||
|
2310 | profiler itself. See the docs for %prun for details. | |||
|
2311 | ||||
|
2312 | In this mode, the program's variables do NOT propagate back to the | |||
|
2313 | IPython interactive namespace (because they remain in the namespace | |||
|
2314 | where the profiler executes them). | |||
|
2315 | ||||
|
2316 | Internally this triggers a call to %prun, see its documentation for | |||
|
2317 | details on the options available specifically for profiling. | |||
|
2318 | ||||
|
2319 | There is one special usage for which the text above doesn't apply: if | |||
|
2320 | the filename ends with .ipy, the file is run as ipython script, just as | |||
|
2321 | if the commands were written on IPython prompt. | |||
|
2322 | ||||
|
2323 | ||||
|
2324 | %runlog: Run files as logs. | |||
|
2325 | ||||
|
2326 | Usage: | |||
|
2327 | %runlog file1 file2 ... | |||
|
2328 | ||||
|
2329 | Run the named files (treating them as log files) in sequence inside the | |||
|
2330 | interpreter, and return to the prompt. This is much slower than %run | |||
|
2331 | because each line is executed in a try/except block, but it allows | |||
|
2332 | running files with syntax errors in them. | |||
|
2333 | ||||
|
2334 | Normally IPython will guess when a file is one of its own logfiles, so | |||
|
2335 | you can typically use %run even for logs. This shorthand allows you to | |||
|
2336 | force any file to be treated as a log file. | |||
|
2337 | ||||
|
2338 | ||||
|
2339 | %save: Save a set of lines to a given filename. | |||
|
2340 | ||||
|
2341 | Usage: | |||
|
2342 | %save [options] filename n1-n2 n3-n4 ... n5 .. n6 ... | |||
|
2343 | ||||
|
2344 | Options: | |||
|
2345 | ||||
|
2346 | -r: use 'raw' input. By default, the 'processed' history is used, so | |||
|
2347 | that magics are loaded in their transformed version to valid Python. If | |||
|
2348 | this option is given, the raw input as typed as the command line is used | |||
|
2349 | instead. | |||
|
2350 | ||||
|
2351 | This function uses the same syntax as %macro for line extraction, but | |||
|
2352 | instead of creating a macro it saves the resulting string to the | |||
|
2353 | filename you specify. | |||
|
2354 | ||||
|
2355 | It adds a '.py' extension to the file if you don't do so yourself, and | |||
|
2356 | it asks for confirmation before overwriting existing files. | |||
|
2357 | ||||
|
2358 | ||||
|
2359 | %sc: Shell capture - execute a shell command and capture its output. | |||
|
2360 | ||||
|
2361 | DEPRECATED. Suboptimal, retained for backwards compatibility. | |||
|
2362 | ||||
|
2363 | You should use the form 'var = !command' instead. Example: | |||
|
2364 | ||||
|
2365 | "%sc -l myfiles = ls " should now be written as | |||
|
2366 | ||||
|
2367 | "myfiles = !ls " | |||
|
2368 | ||||
|
2369 | myfiles.s, myfiles.l and myfiles.n still apply as documented below. | |||
|
2370 | ||||
|
2371 | - %sc [options] varname=command | |||
|
2372 | ||||
|
2373 | IPython will run the given command using commands.getoutput(), and will | |||
|
2374 | then update the user's interactive namespace with a variable called | |||
|
2375 | varname, containing the value of the call. Your command can contain | |||
|
2376 | shell wildcards, pipes, etc. | |||
|
2377 | ||||
|
2378 | The '=' sign in the syntax is mandatory, and the variable name you | |||
|
2379 | supply must follow Python's standard conventions for valid names. | |||
|
2380 | ||||
|
2381 | (A special format without variable name exists for internal use) | |||
|
2382 | ||||
|
2383 | Options: | |||
|
2384 | ||||
|
2385 | -l: list output. Split the output on newlines into a list before | |||
|
2386 | assigning it to the given variable. By default the output is stored as a | |||
|
2387 | single string. | |||
|
2388 | ||||
|
2389 | -v: verbose. Print the contents of the variable. | |||
|
2390 | ||||
|
2391 | In most cases you should not need to split as a list, because the | |||
|
2392 | returned value is a special type of string which can automatically | |||
|
2393 | provide its contents either as a list (split on newlines) or as a | |||
|
2394 | space-separated string. These are convenient, respectively, either for | |||
|
2395 | sequential processing or to be passed to a shell command. | |||
|
2396 | ||||
|
2397 | For example: | |||
|
2398 | ||||
|
2399 | # Capture into variable a In [9]: sc a=ls *py | |||
|
2400 | ||||
|
2401 | # a is a string with embedded newlines In [10]: a Out[10]: 'setup.py | |||
|
2402 | win32_manual_post_install.py' | |||
|
2403 | ||||
|
2404 | # which can be seen as a list: In [11]: a.l Out[11]: ['setup.py', | |||
|
2405 | 'win32_manual_post_install.py'] | |||
|
2406 | ||||
|
2407 | # or as a whitespace-separated string: In [12]: a.s Out[12]: 'setup.py | |||
|
2408 | win32_manual_post_install.py' | |||
|
2409 | ||||
|
2410 | # a.s is useful to pass as a single command line: In [13]: !wc -l $a.s | |||
|
2411 | 146 setup.py 130 win32_manual_post_install.py 276 total | |||
|
2412 | ||||
|
2413 | # while the list form is useful to loop over: In [14]: for f in a.l: | |||
|
2414 | ....: !wc -l $f ....: 146 setup.py 130 win32_manual_post_install.py | |||
|
2415 | ||||
|
2416 | Similiarly, the lists returned by the -l option are also special, in the | |||
|
2417 | sense that you can equally invoke the .s attribute on them to | |||
|
2418 | automatically get a whitespace-separated string from their contents: | |||
|
2419 | ||||
|
2420 | In [1]: sc -l b=ls *py | |||
|
2421 | ||||
|
2422 | In [2]: b Out[2]: ['setup.py', 'win32_manual_post_install.py'] | |||
|
2423 | ||||
|
2424 | In [3]: b.s Out[3]: 'setup.py win32_manual_post_install.py' | |||
|
2425 | ||||
|
2426 | In summary, both the lists and strings used for ouptut capture have the | |||
|
2427 | following special attributes: | |||
|
2428 | ||||
|
2429 | .l (or .list) : value as list. .n (or .nlstr): value as | |||
|
2430 | newline-separated string. .s (or .spstr): value as space-separated string. | |||
|
2431 | ||||
|
2432 | ||||
|
2433 | %sx: Shell execute - run a shell command and capture its output. | |||
|
2434 | ||||
|
2435 | %sx command | |||
|
2436 | ||||
|
2437 | IPython will run the given command using commands.getoutput(), and | |||
|
2438 | return the result formatted as a list (split on '\n'). Since the output | |||
|
2439 | is _returned_, it will be stored in ipython's regular output cache | |||
|
2440 | Out[N] and in the '_N' automatic variables. | |||
|
2441 | ||||
|
2442 | Notes: | |||
|
2443 | ||||
|
2444 | 1) If an input line begins with '!!', then %sx is automatically invoked. | |||
|
2445 | That is, while: !ls causes ipython to simply issue system('ls'), typing | |||
|
2446 | !!ls is a shorthand equivalent to: %sx ls | |||
|
2447 | ||||
|
2448 | 2) %sx differs from %sc in that %sx automatically splits into a list, | |||
|
2449 | like '%sc -l'. The reason for this is to make it as easy as possible to | |||
|
2450 | process line-oriented shell output via further python commands. %sc is | |||
|
2451 | meant to provide much finer control, but requires more typing. | |||
|
2452 | ||||
|
2453 | 3) Just like %sc -l, this is a list with special attributes: | |||
|
2454 | ||||
|
2455 | .l (or .list) : value as list. .n (or .nlstr): value as | |||
|
2456 | newline-separated string. .s (or .spstr): value as whitespace-separated | |||
|
2457 | string. | |||
|
2458 | ||||
|
2459 | This is very useful when trying to use such lists as arguments to system | |||
|
2460 | commands. | |||
|
2461 | ||||
|
2462 | ||||
|
2463 | %system_verbose: Set verbose printing of system calls. | |||
|
2464 | ||||
|
2465 | If called without an argument, act as a toggle | |||
|
2466 | ||||
|
2467 | ||||
|
2468 | %time: Time execution of a Python statement or expression. | |||
|
2469 | ||||
|
2470 | The CPU and wall clock times are printed, and the value of the | |||
|
2471 | expression (if any) is returned. Note that under Win32, system time is | |||
|
2472 | always reported as 0, since it can not be measured. | |||
|
2473 | ||||
|
2474 | This function provides very basic timing functionality. In Python 2.3, | |||
|
2475 | the timeit module offers more control and sophistication, so this could | |||
|
2476 | be rewritten to use it (patches welcome). | |||
|
2477 | ||||
|
2478 | Some examples: | |||
|
2479 | ||||
|
2480 | In [1]: time 2**128 CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |||
|
2481 | Wall time: 0.00 Out[1]: 340282366920938463463374607431768211456L | |||
|
2482 | ||||
|
2483 | In [2]: n = 1000000 | |||
|
2484 | ||||
|
2485 | In [3]: time sum(range(n)) CPU times: user 1.20 s, sys: 0.05 s, total: | |||
|
2486 | 1.25 s Wall time: 1.37 Out[3]: 499999500000L | |||
|
2487 | ||||
|
2488 | In [4]: time print 'hello world' hello world CPU times: user 0.00 s, | |||
|
2489 | sys: 0.00 s, total: 0.00 s Wall time: 0.00 | |||
|
2490 | ||||
|
2491 | Note that the time needed by Python to compile the given expression will | |||
|
2492 | be reported if it is more than 0.1s. In this example, the actual | |||
|
2493 | exponentiation is done by Python at compilation time, so while the | |||
|
2494 | expression can take a noticeable amount of time to compute, that time is | |||
|
2495 | purely due to the compilation: | |||
|
2496 | ||||
|
2497 | In [5]: time 3**9999; CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 s | |||
|
2498 | Wall time: 0.00 s | |||
|
2499 | ||||
|
2500 | In [6]: time 3**999999; CPU times: user 0.00 s, sys: 0.00 s, total: 0.00 | |||
|
2501 | s Wall time: 0.00 s Compiler : 0.78 s | |||
|
2502 | ||||
|
2503 | ||||
|
2504 | %timeit: Time execution of a Python statement or expression | |||
|
2505 | ||||
|
2506 | Usage: | |||
|
2507 | %timeit [-n<N> -r<R> [-t|-c]] statement | |||
|
2508 | ||||
|
2509 | Time execution of a Python statement or expression using the timeit module. | |||
|
2510 | ||||
|
2511 | Options: -n<N>: execute the given statement <N> times in a loop. If this | |||
|
2512 | value is not given, a fitting value is chosen. | |||
|
2513 | ||||
|
2514 | -r<R>: repeat the loop iteration <R> times and take the best result. | |||
|
2515 | Default: 3 | |||
|
2516 | ||||
|
2517 | -t: use time.time to measure the time, which is the default on Unix. | |||
|
2518 | This function measures wall time. | |||
|
2519 | ||||
|
2520 | -c: use time.clock to measure the time, which is the default on Windows | |||
|
2521 | and measures wall time. On Unix, resource.getrusage is used instead and | |||
|
2522 | returns the CPU user time. | |||
|
2523 | ||||
|
2524 | -p<P>: use a precision of <P> digits to display the timing result. | |||
|
2525 | Default: 3 | |||
|
2526 | ||||
|
2527 | Examples: | |||
|
2528 | In [1]: %timeit pass 10000000 loops, best of 3: 53.3 ns per loop | |||
|
2529 | ||||
|
2530 | In [2]: u = None | |||
|
2531 | ||||
|
2532 | In [3]: %timeit u is None 10000000 loops, best of 3: 184 ns per loop | |||
|
2533 | ||||
|
2534 | In [4]: %timeit -r 4 u == None 1000000 loops, best of 4: 242 ns per loop | |||
|
2535 | ||||
|
2536 | In [5]: import time | |||
|
2537 | ||||
|
2538 | In [6]: %timeit -n1 time.sleep(2) 1 loops, best of 3: 2 s per loop | |||
|
2539 | ||||
|
2540 | The times reported by %timeit will be slightly higher than those | |||
|
2541 | reported by the timeit.py script when variables are accessed. This is | |||
|
2542 | due to the fact that %timeit executes the statement in the namespace of | |||
|
2543 | the shell, compared with timeit.py, which uses a single setup statement | |||
|
2544 | to import function or create variables. Generally, the bias does not | |||
|
2545 | matter as long as results from timeit.py are not mixed with those from | |||
|
2546 | %timeit. | |||
|
2547 | ||||
|
2548 | ||||
|
2549 | %unalias: Remove an alias | |||
|
2550 | ||||
|
2551 | ||||
|
2552 | %upgrade: Upgrade your IPython installation | |||
|
2553 | ||||
|
2554 | This will copy the config files that don't yet exist in your ipython dir | |||
|
2555 | from the system config dir. Use this after upgrading IPython if you | |||
|
2556 | don't wish to delete your .ipython dir. | |||
|
2557 | ||||
|
2558 | Call with -nolegacy to get rid of ipythonrc* files (recommended for new | |||
|
2559 | users) | |||
|
2560 | ||||
|
2561 | ||||
|
2562 | %who: Print all interactive variables, with some minimal formatting. | |||
|
2563 | ||||
|
2564 | If any arguments are given, only variables whose type matches one of | |||
|
2565 | these are printed. For example: | |||
|
2566 | ||||
|
2567 | %who function str | |||
|
2568 | ||||
|
2569 | will only list functions and strings, excluding all other types of | |||
|
2570 | variables. To find the proper type names, simply use type(var) at a | |||
|
2571 | command line to see how python prints type names. For example: | |||
|
2572 | ||||
|
2573 | In [1]: type('hello') | |||
|
2574 | Out[1]: <type 'str'> | |||
|
2575 | ||||
|
2576 | indicates that the type name for strings is 'str'. | |||
|
2577 | ||||
|
2578 | %who always excludes executed names loaded through your configuration | |||
|
2579 | file and things which are internal to IPython. | |||
|
2580 | ||||
|
2581 | This is deliberate, as typically you may load many modules and the | |||
|
2582 | purpose of %who is to show you only what you've manually defined. | |||
|
2583 | ||||
|
2584 | ||||
|
2585 | %who_ls: Return a sorted list of all interactive variables. | |||
|
2586 | ||||
|
2587 | If arguments are given, only variables of types matching these arguments | |||
|
2588 | are returned. | |||
|
2589 | ||||
|
2590 | ||||
|
2591 | %whos: Like %who, but gives some extra information about each variable. | |||
|
2592 | ||||
|
2593 | The same type filtering of %who can be applied here. | |||
|
2594 | ||||
|
2595 | For all variables, the type is printed. Additionally it prints: | |||
|
2596 | ||||
|
2597 | - For ,[],(): their length. | |||
|
2598 | ||||
|
2599 | - For numpy and Numeric arrays, a summary with shape, number of | |||
|
2600 | elements, typecode and size in memory. | |||
|
2601 | ||||
|
2602 | - Everything else: a string representation, snipping their middle if too | |||
|
2603 | long. | |||
|
2604 | ||||
|
2605 | ||||
|
2606 | %xmode: Switch modes for the exception handlers. | |||
|
2607 | ||||
|
2608 | Valid modes: Plain, Context and Verbose. | |||
|
2609 | ||||
|
2610 | If called without arguments, acts as a toggle. | |||
|
2611 | ||||
|
2612 | ||||
|
2613 | Access to the standard Python help | |||
|
2614 | ||||
|
2615 | As of Python 2.1, a help system is available with access to object | |||
|
2616 | docstrings and the Python manuals. Simply type 'help' (no quotes) to | |||
|
2617 | access it. You can also type help(object) to obtain information about a | |||
|
2618 | given object, and help('keyword') for information on a keyword. As noted | |||
|
2619 | in sec. 3.1 <node3.html#sec:help-access>, you need to properly configure | |||
|
2620 | your environment variable PYTHONDOCS for this feature to work correctly. | |||
|
2621 | ||||
|
2622 | ||||
|
2623 | ||||
|
2624 | Dynamic object information | |||
|
2625 | ||||
|
2626 | Typing ?word or word? prints detailed information about an object. If | |||
|
2627 | certain strings in the object are too long (docstrings, code, etc.) they | |||
|
2628 | get snipped in the center for brevity. This system gives access variable | |||
|
2629 | types and values, full source code for any object (if available), | |||
|
2630 | function prototypes and other useful information. | |||
|
2631 | ||||
|
2632 | Typing ??word or word?? gives access to the full information without | |||
|
2633 | snipping long strings. Long strings are sent to the screen through the | |||
|
2634 | less pager if longer than the screen and printed otherwise. On systems | |||
|
2635 | lacking the less command, IPython uses a very basic internal pager. | |||
|
2636 | ||||
|
2637 | The following magic functions are particularly useful for gathering | |||
|
2638 | information about your working environment. You can get more details by | |||
|
2639 | typing %magic or querying them individually (use %function_name? with or | |||
|
2640 | without the %), this is just a summary: | |||
|
2641 | ||||
|
2642 | * [%pdoc <object>:] Print (or run through a pager if too long) the | |||
|
2643 | docstring for an object. If the given object is a class, it will | |||
|
2644 | print both the class and the constructor docstrings. | |||
|
2645 | * [%pdef <object>:] Print the definition header for any callable | |||
|
2646 | object. If the object is a class, print the constructor information. | |||
|
2647 | * [%psource <object>:] Print (or run through a pager if too long) | |||
|
2648 | the source code for an object. | |||
|
2649 | * [%pfile <object>:] Show the entire source file where an object was | |||
|
2650 | defined via a pager, opening it at the line where the object | |||
|
2651 | definition begins. | |||
|
2652 | * [%who/%whos:] These functions give information about identifiers | |||
|
2653 | you have defined interactively (not things you loaded or defined | |||
|
2654 | in your configuration files). %who just prints a list of | |||
|
2655 | identifiers and %whos prints a table with some basic details about | |||
|
2656 | each identifier. | |||
|
2657 | ||||
|
2658 | Note that the dynamic object information functions (?/??, %pdoc, %pfile, | |||
|
2659 | %pdef, %psource) give you access to documentation even on things which | |||
|
2660 | are not really defined as separate identifiers. Try for example typing | |||
|
2661 | {}.get? or after doing import os, type os.path.abspath??. | |||
|
2662 | ||||
|
2663 | ||||
|
2664 | ||||
|
2665 | Readline-based features | |||
|
2666 | ||||
|
2667 | These features require the GNU readline library, so they won't work if | |||
|
2668 | your Python installation lacks readline support. We will first describe | |||
|
2669 | the default behavior IPython uses, and then how to change it to suit | |||
|
2670 | your preferences. | |||
|
2671 | ||||
|
2672 | ||||
|
2673 | Command line completion | |||
|
2674 | ----------------------- | |||
|
2675 | ||||
|
2676 | At any time, hitting TAB will complete any available python commands or | |||
|
2677 | variable names, and show you a list of the possible completions if | |||
|
2678 | there's no unambiguous one. It will also complete filenames in the | |||
|
2679 | current directory if no python names match what you've typed so far. | |||
|
2680 | ||||
|
2681 | ||||
|
2682 | Search command history | |||
|
2683 | ---------------------- | |||
|
2684 | ||||
|
2685 | IPython provides two ways for searching through previous input and thus | |||
|
2686 | reduce the need for repetitive typing: | |||
|
2687 | ||||
|
2688 | 1. Start typing, and then use Ctrl-p (previous,up) and Ctrl-n | |||
|
2689 | (next,down) to search through only the history items that match | |||
|
2690 | what you've typed so far. If you use Ctrl-p/Ctrl-n at a blank | |||
|
2691 | prompt, they just behave like normal arrow keys. | |||
|
2692 | 2. Hit Ctrl-r: opens a search prompt. Begin typing and the system | |||
|
2693 | searches your history for lines that contain what you've typed so | |||
|
2694 | far, completing as much as it can. | |||
|
2695 | ||||
|
2696 | ||||
|
2697 | Persistent command history across sessions | |||
|
2698 | ------------------------------------------ | |||
|
2699 | ||||
|
2700 | IPython will save your input history when it leaves and reload it next | |||
|
2701 | time you restart it. By default, the history file is named | |||
|
2702 | $IPYTHONDIR/history, but if you've loaded a named profile, | |||
|
2703 | '-PROFILE_NAME' is appended to the name. This allows you to keep | |||
|
2704 | separate histories related to various tasks: commands related to | |||
|
2705 | numerical work will not be clobbered by a system shell history, for | |||
|
2706 | example. | |||
|
2707 | ||||
|
2708 | ||||
|
2709 | Autoindent | |||
|
2710 | ---------- | |||
|
2711 | ||||
|
2712 | IPython can recognize lines ending in ':' and indent the next line, | |||
|
2713 | while also un-indenting automatically after 'raise' or 'return'. | |||
|
2714 | ||||
|
2715 | This feature uses the readline library, so it will honor your ~/.inputrc | |||
|
2716 | configuration (or whatever file your INPUTRC variable points to). Adding | |||
|
2717 | the following lines to your .inputrc file can make indenting/unindenting | |||
|
2718 | more convenient (M-i indents, M-u unindents):: | |||
|
2719 | ||||
|
2720 | $if Python | |||
|
2721 | "\M-i": " " | |||
|
2722 | "\M-u": "\d\d\d\d" | |||
|
2723 | $endif | |||
|
2724 | ||||
|
2725 | Note that there are 4 spaces between the quote marks after "M-i" above. | |||
|
2726 | ||||
|
2727 | Warning: this feature is ON by default, but it can cause problems with | |||
|
2728 | the pasting of multi-line indented code (the pasted code gets | |||
|
2729 | re-indented on each line). A magic function %autoindent allows you to | |||
|
2730 | toggle it on/off at runtime. You can also disable it permanently on in | |||
|
2731 | your ipythonrc file (set autoindent 0). | |||
|
2732 | ||||
|
2733 | ||||
|
2734 | Customizing readline behavior | |||
|
2735 | ----------------------------- | |||
|
2736 | ||||
|
2737 | All these features are based on the GNU readline library, which has an | |||
|
2738 | extremely customizable interface. Normally, readline is configured via a | |||
|
2739 | file which defines the behavior of the library; the details of the | |||
|
2740 | syntax for this can be found in the readline documentation available | |||
|
2741 | with your system or on the Internet. IPython doesn't read this file (if | |||
|
2742 | it exists) directly, but it does support passing to readline valid | |||
|
2743 | options via a simple interface. In brief, you can customize readline by | |||
|
2744 | setting the following options in your ipythonrc configuration file (note | |||
|
2745 | that these options can not be specified at the command line): | |||
|
2746 | ||||
|
2747 | * [readline_parse_and_bind:] this option can appear as many times as | |||
|
2748 | you want, each time defining a string to be executed via a | |||
|
2749 | readline.parse_and_bind() command. The syntax for valid commands | |||
|
2750 | of this kind can be found by reading the documentation for the GNU | |||
|
2751 | readline library, as these commands are of the kind which readline | |||
|
2752 | accepts in its configuration file. | |||
|
2753 | * [readline_remove_delims:] a string of characters to be removed | |||
|
2754 | from the default word-delimiters list used by readline, so that | |||
|
2755 | completions may be performed on strings which contain them. Do not | |||
|
2756 | change the default value unless you know what you're doing. | |||
|
2757 | * [readline_omit__names:] when tab-completion is enabled, hitting | |||
|
2758 | <tab> after a '.' in a name will complete all attributes of an | |||
|
2759 | object, including all the special methods whose names include | |||
|
2760 | double underscores (like __getitem__ or __class__). If you'd | |||
|
2761 | rather not see these names by default, you can set this option to | |||
|
2762 | 1. Note that even when this option is set, you can still see those | |||
|
2763 | names by explicitly typing a _ after the period and hitting <tab>: | |||
|
2764 | 'name._<tab>' will always complete attribute names starting with '_'. | |||
|
2765 | * [ ] This option is off by default so that new users see all | |||
|
2766 | attributes of any objects they are dealing with. | |||
|
2767 | ||||
|
2768 | You will find the default values along with a corresponding detailed | |||
|
2769 | explanation in your ipythonrc file. | |||
|
2770 | ||||
|
2771 | ||||
|
2772 | Session logging and restoring | |||
|
2773 | ----------------------------- | |||
|
2774 | ||||
|
2775 | You can log all input from a session either by starting IPython with the | |||
|
2776 | command line switches -log or -logfile (see sec. 5.2 | |||
|
2777 | <node5.html#sec:cmd-line-opts>)or by activating the logging at any | |||
|
2778 | moment with the magic function %logstart. | |||
|
2779 | ||||
|
2780 | Log files can later be reloaded with the -logplay option and IPython | |||
|
2781 | will attempt to 'replay' the log by executing all the lines in it, thus | |||
|
2782 | restoring the state of a previous session. This feature is not quite | |||
|
2783 | perfect, but can still be useful in many cases. | |||
|
2784 | ||||
|
2785 | The log files can also be used as a way to have a permanent record of | |||
|
2786 | any code you wrote while experimenting. Log files are regular text files | |||
|
2787 | which you can later open in your favorite text editor to extract code or | |||
|
2788 | to 'clean them up' before using them to replay a session. | |||
|
2789 | ||||
|
2790 | The %logstart function for activating logging in mid-session is used as | |||
|
2791 | follows: | |||
|
2792 | ||||
|
2793 | %logstart [log_name [log_mode]] | |||
|
2794 | ||||
|
2795 | If no name is given, it defaults to a file named 'log' in your | |||
|
2796 | IPYTHONDIR directory, in 'rotate' mode (see below). | |||
|
2797 | ||||
|
2798 | '%logstart name' saves to file 'name' in 'backup' mode. It saves your | |||
|
2799 | history up to that point and then continues logging. | |||
|
2800 | ||||
|
2801 | %logstart takes a second optional parameter: logging mode. This can be | |||
|
2802 | one of (note that the modes are given unquoted): | |||
|
2803 | ||||
|
2804 | * [over:] overwrite existing log_name. | |||
|
2805 | * [backup:] rename (if exists) to log_name~ and start log_name. | |||
|
2806 | * [append:] well, that says it. | |||
|
2807 | * [rotate:] create rotating logs log_name.1~, log_name.2~, etc. | |||
|
2808 | ||||
|
2809 | The %logoff and %logon functions allow you to temporarily stop and | |||
|
2810 | resume logging to a file which had previously been started with | |||
|
2811 | %logstart. They will fail (with an explanation) if you try to use them | |||
|
2812 | before logging has been started. | |||
|
2813 | ||||
|
2814 | ||||
|
2815 | ||||
|
2816 | System shell access | |||
|
2817 | ------------------- | |||
|
2818 | ||||
|
2819 | Any input line beginning with a ! character is passed verbatim (minus | |||
|
2820 | the !, of course) to the underlying operating system. For example, | |||
|
2821 | typing !ls will run 'ls' in the current directory. | |||
|
2822 | ||||
|
2823 | ||||
|
2824 | Manual capture of command output | |||
|
2825 | -------------------------------- | |||
|
2826 | ||||
|
2827 | If the input line begins with two exclamation marks, !!, the command is | |||
|
2828 | executed but its output is captured and returned as a python list, split | |||
|
2829 | on newlines. Any output sent by the subprocess to standard error is | |||
|
2830 | printed separately, so that the resulting list only captures standard | |||
|
2831 | output. The !! syntax is a shorthand for the %sx magic command. | |||
|
2832 | ||||
|
2833 | Finally, the %sc magic (short for 'shell capture') is similar to %sx, | |||
|
2834 | but allowing more fine-grained control of the capture details, and | |||
|
2835 | storing the result directly into a named variable. | |||
|
2836 | ||||
|
2837 | See Sec. 6.2 <#sec:magic> for details on the magics %sc and %sx, or use | |||
|
2838 | IPython's own help (sc? and sx?) for further details. | |||
|
2839 | ||||
|
2840 | IPython also allows you to expand the value of python variables when | |||
|
2841 | making system calls. Any python variable or expression which you prepend | |||
|
2842 | with $ will get expanded before the system call is made:: | |||
|
2843 | ||||
|
2844 | In [1]: pyvar='Hello world' | |||
|
2845 | In [2]: !echo "A python variable: $pyvar" | |||
|
2846 | A python variable: Hello world | |||
|
2847 | ||||
|
2848 | If you want the shell to actually see a literal $, you need to type it | |||
|
2849 | twice:: | |||
|
2850 | ||||
|
2851 | In [3]: !echo "A system variable: $$HOME" | |||
|
2852 | A system variable: /home/fperez | |||
|
2853 | ||||
|
2854 | You can pass arbitrary expressions, though you'll need to delimit them | |||
|
2855 | with {} if there is ambiguity as to the extent of the expression:: | |||
|
2856 | ||||
|
2857 | In [5]: x=10 | |||
|
2858 | In [6]: y=20 | |||
|
2859 | In [13]: !echo $x+y | |||
|
2860 | 10+y | |||
|
2861 | In [7]: !echo ${x+y} | |||
|
2862 | 30 | |||
|
2863 | ||||
|
2864 | Even object attributes can be expanded:: | |||
|
2865 | ||||
|
2866 | In [12]: !echo $sys.argv | |||
|
2867 | [/home/fperez/usr/bin/ipython] | |||
|
2868 | ||||
|
2869 | ||||
|
2870 | System command aliases | |||
|
2871 | ---------------------- | |||
|
2872 | ||||
|
2873 | The %alias magic function and the alias option in the ipythonrc | |||
|
2874 | configuration file allow you to define magic functions which are in fact | |||
|
2875 | system shell commands. These aliases can have parameters. | |||
|
2876 | ||||
|
2877 | '%alias alias_name cmd' defines 'alias_name' as an alias for 'cmd' | |||
|
2878 | ||||
|
2879 | Then, typing '%alias_name params' will execute the system command 'cmd | |||
|
2880 | params' (from your underlying operating system). | |||
|
2881 | ||||
|
2882 | You can also define aliases with parameters using %s specifiers (one per | |||
|
2883 | parameter). The following example defines the %parts function as an | |||
|
2884 | alias to the command 'echo first %s second %s' where each %s will be | |||
|
2885 | replaced by a positional parameter to the call to %parts:: | |||
|
2886 | ||||
|
2887 | In [1]: alias parts echo first %s second %s | |||
|
2888 | In [2]: %parts A B | |||
|
2889 | first A second B | |||
|
2890 | In [3]: %parts A | |||
|
2891 | Incorrect number of arguments: 2 expected. | |||
|
2892 | parts is an alias to: 'echo first %s second %s' | |||
|
2893 | ||||
|
2894 | If called with no parameters, %alias prints the table of currently | |||
|
2895 | defined aliases. | |||
|
2896 | ||||
|
2897 | The %rehash/rehashx magics allow you to load your entire $PATH as | |||
|
2898 | ipython aliases. See their respective docstrings (or sec. 6.2 | |||
|
2899 | <#sec:magic> for further details). | |||
|
2900 | ||||
|
2901 | ||||
|
2902 | ||||
|
2903 | Recursive reload | |||
|
2904 | ---------------- | |||
|
2905 | ||||
|
2906 | The dreload function does a recursive reload of a module: changes made | |||
|
2907 | to the module since you imported will actually be available without | |||
|
2908 | having to exit. | |||
|
2909 | ||||
|
2910 | ||||
|
2911 | Verbose and colored exception traceback printouts | |||
|
2912 | ------------------------------------------------- | |||
|
2913 | ||||
|
2914 | IPython provides the option to see very detailed exception tracebacks, | |||
|
2915 | which can be especially useful when debugging large programs. You can | |||
|
2916 | run any Python file with the %run function to benefit from these | |||
|
2917 | detailed tracebacks. Furthermore, both normal and verbose tracebacks can | |||
|
2918 | be colored (if your terminal supports it) which makes them much easier | |||
|
2919 | to parse visually. | |||
|
2920 | ||||
|
2921 | See the magic xmode and colors functions for details (just type %magic). | |||
|
2922 | ||||
|
2923 | These features are basically a terminal version of Ka-Ping Yee's cgitb | |||
|
2924 | module, now part of the standard Python library. | |||
|
2925 | ||||
|
2926 | ||||
|
2927 | ||||
|
2928 | Input caching system | |||
|
2929 | -------------------- | |||
|
2930 | ||||
|
2931 | IPython offers numbered prompts (In/Out) with input and output caching. | |||
|
2932 | All input is saved and can be retrieved as variables (besides the usual | |||
|
2933 | arrow key recall). | |||
|
2934 | ||||
|
2935 | The following GLOBAL variables always exist (so don't overwrite them!): | |||
|
2936 | _i: stores previous input. _ii: next previous. _iii: next-next previous. | |||
|
2937 | _ih : a list of all input _ih[n] is the input from line n and this list | |||
|
2938 | is aliased to the global variable In. If you overwrite In with a | |||
|
2939 | variable of your own, you can remake the assignment to the internal list | |||
|
2940 | with a simple 'In=_ih'. | |||
|
2941 | ||||
|
2942 | Additionally, global variables named _i<n> are dynamically created (<n> | |||
|
2943 | being the prompt counter), such that | |||
|
2944 | _i<n> == _ih[<n>] == In[<n>]. | |||
|
2945 | ||||
|
2946 | For example, what you typed at prompt 14 is available as _i14, _ih[14] | |||
|
2947 | and In[14]. | |||
|
2948 | ||||
|
2949 | This allows you to easily cut and paste multi line interactive prompts | |||
|
2950 | by printing them out: they print like a clean string, without prompt | |||
|
2951 | characters. You can also manipulate them like regular variables (they | |||
|
2952 | are strings), modify or exec them (typing 'exec _i9' will re-execute the | |||
|
2953 | contents of input prompt 9, 'exec In[9:14]+In[18]' will re-execute lines | |||
|
2954 | 9 through 13 and line 18). | |||
|
2955 | ||||
|
2956 | You can also re-execute multiple lines of input easily by using the | |||
|
2957 | magic %macro function (which automates the process and allows | |||
|
2958 | re-execution without having to type 'exec' every time). The macro system | |||
|
2959 | also allows you to re-execute previous lines which include magic | |||
|
2960 | function calls (which require special processing). Type %macro? or see | |||
|
2961 | sec. 6.2 <#sec:magic> for more details on the macro system. | |||
|
2962 | ||||
|
2963 | A history function %hist allows you to see any part of your input | |||
|
2964 | history by printing a range of the _i variables. | |||
|
2965 | ||||
|
2966 | Output caching system | |||
|
2967 | --------------------- | |||
|
2968 | ||||
|
2969 | For output that is returned from actions, a system similar to the input | |||
|
2970 | cache exists but using _ instead of _i. Only actions that produce a | |||
|
2971 | result (NOT assignments, for example) are cached. If you are familiar | |||
|
2972 | with Mathematica, IPython's _ variables behave exactly like | |||
|
2973 | Mathematica's % variables. | |||
|
2974 | ||||
|
2975 | The following GLOBAL variables always exist (so don't overwrite them!): | |||
|
2976 | ||||
|
2977 | * [_] (a single underscore) : stores previous output, like Python's | |||
|
2978 | default interpreter. | |||
|
2979 | * [__] (two underscores): next previous. | |||
|
2980 | * [___] (three underscores): next-next previous. | |||
|
2981 | ||||
|
2982 | Additionally, global variables named _<n> are dynamically created (<n> | |||
|
2983 | being the prompt counter), such that the result of output <n> is always | |||
|
2984 | available as _<n> (don't use the angle brackets, just the number, e.g. | |||
|
2985 | _21). | |||
|
2986 | ||||
|
2987 | These global variables are all stored in a global dictionary (not a | |||
|
2988 | list, since it only has entries for lines which returned a result) | |||
|
2989 | available under the names _oh and Out (similar to _ih and In). So the | |||
|
2990 | output from line 12 can be obtained as _12, Out[12] or _oh[12]. If you | |||
|
2991 | accidentally overwrite the Out variable you can recover it by typing | |||
|
2992 | 'Out=_oh' at the prompt. | |||
|
2993 | ||||
|
2994 | This system obviously can potentially put heavy memory demands on your | |||
|
2995 | system, since it prevents Python's garbage collector from removing any | |||
|
2996 | previously computed results. You can control how many results are kept | |||
|
2997 | in memory with the option (at the command line or in your ipythonrc | |||
|
2998 | file) cache_size. If you set it to 0, the whole system is completely | |||
|
2999 | disabled and the prompts revert to the classic '>>>' of normal Python. | |||
|
3000 | ||||
|
3001 | ||||
|
3002 | Directory history | |||
|
3003 | ----------------- | |||
|
3004 | ||||
|
3005 | Your history of visited directories is kept in the global list _dh, and | |||
|
3006 | the magic %cd command can be used to go to any entry in that list. The | |||
|
3007 | %dhist command allows you to view this history. | |||
|
3008 | ||||
|
3009 | ||||
|
3010 | Automatic parentheses and quotes | |||
|
3011 | -------------------------------- | |||
|
3012 | ||||
|
3013 | These features were adapted from Nathan Gray's LazyPython. They are | |||
|
3014 | meant to allow less typing for common situations. | |||
|
3015 | ||||
|
3016 | ||||
|
3017 | Automatic parentheses | |||
|
3018 | --------------------- | |||
|
3019 | ||||
|
3020 | Callable objects (i.e. functions, methods, etc) can be invoked like this | |||
|
3021 | (notice the commas between the arguments):: | |||
|
3022 | ||||
|
3023 | >>> callable_ob arg1, arg2, arg3 | |||
|
3024 | ||||
|
3025 | and the input will be translated to this:: | |||
|
3026 | ||||
|
3027 | -> callable_ob(arg1, arg2, arg3) | |||
|
3028 | ||||
|
3029 | You can force automatic parentheses by using '/' as the first character | |||
|
3030 | of a line. For example:: | |||
|
3031 | ||||
|
3032 | >>> /globals # becomes 'globals()' | |||
|
3033 | ||||
|
3034 | Note that the '/' MUST be the first character on the line! This won't work:: | |||
|
3035 | ||||
|
3036 | >>> print /globals # syntax error | |||
|
3037 | ||||
|
3038 | In most cases the automatic algorithm should work, so you should rarely | |||
|
3039 | need to explicitly invoke /. One notable exception is if you are trying | |||
|
3040 | to call a function with a list of tuples as arguments (the parenthesis | |||
|
3041 | will confuse IPython):: | |||
|
3042 | ||||
|
3043 | In [1]: zip (1,2,3),(4,5,6) # won't work | |||
|
3044 | ||||
|
3045 | but this will work:: | |||
|
3046 | ||||
|
3047 | In [2]: /zip (1,2,3),(4,5,6) | |||
|
3048 | ---> zip ((1,2,3),(4,5,6)) | |||
|
3049 | Out[2]= [(1, 4), (2, 5), (3, 6)] | |||
|
3050 | ||||
|
3051 | IPython tells you that it has altered your command line by displaying | |||
|
3052 | the new command line preceded by ->. e.g.:: | |||
|
3053 | ||||
|
3054 | In [18]: callable list | |||
|
3055 | ----> callable (list) | |||
|
3056 | ||||
|
3057 | ||||
|
3058 | Automatic quoting | |||
|
3059 | ----------------- | |||
|
3060 | ||||
|
3061 | You can force automatic quoting of a function's arguments by using ',' | |||
|
3062 | or ';' as the first character of a line. For example:: | |||
|
3063 | ||||
|
3064 | >>> ,my_function /home/me # becomes my_function("/home/me") | |||
|
3065 | ||||
|
3066 | If you use ';' instead, the whole argument is quoted as a single string | |||
|
3067 | (while ',' splits on whitespace):: | |||
|
3068 | ||||
|
3069 | >>> ,my_function a b c # becomes my_function("a","b","c") | |||
|
3070 | ||||
|
3071 | >>> ;my_function a b c # becomes my_function("a b c") | |||
|
3072 | ||||
|
3073 | Note that the ',' or ';' MUST be the first character on the line! This | |||
|
3074 | won't work:: | |||
|
3075 | ||||
|
3076 | >>> x = ,my_function /home/me # syntax error | |||
|
3077 | ||||
|
3078 | Customization | |||
|
3079 | ============= | |||
|
3080 | ||||
|
3081 | As we've already mentioned, IPython reads a configuration file which can | |||
|
3082 | be specified at the command line (-rcfile) or which by default is | |||
|
3083 | assumed to be called ipythonrc. Such a file is looked for in the current | |||
|
3084 | directory where IPython is started and then in your IPYTHONDIR, which | |||
|
3085 | allows you to have local configuration files for specific projects. In | |||
|
3086 | this section we will call these types of configuration files simply | |||
|
3087 | rcfiles (short for resource configuration file). | |||
|
3088 | ||||
|
3089 | The syntax of an rcfile is one of key-value pairs separated by | |||
|
3090 | whitespace, one per line. Lines beginning with a # are ignored as | |||
|
3091 | comments, but comments can not be put on lines with data (the parser is | |||
|
3092 | fairly primitive). Note that these are not python files, and this is | |||
|
3093 | deliberate, because it allows us to do some things which would be quite | |||
|
3094 | tricky to implement if they were normal python files. | |||
|
3095 | ||||
|
3096 | First, an rcfile can contain permanent default values for almost all | |||
|
3097 | command line options (except things like -help or -Version). Sec 5.2 | |||
|
3098 | <node5.html#sec:cmd-line-opts> contains a description of all | |||
|
3099 | command-line options. However, values you explicitly specify at the | |||
|
3100 | command line override the values defined in the rcfile. | |||
|
3101 | ||||
|
3102 | Besides command line option values, the rcfile can specify values for | |||
|
3103 | certain extra special options which are not available at the command | |||
|
3104 | line. These options are briefly described below. | |||
|
3105 | ||||
|
3106 | Each of these options may appear as many times as you need it in the file. | |||
|
3107 | ||||
|
3108 | * [include <file1> <file2> ...:] you can name other rcfiles you want | |||
|
3109 | to recursively load up to 15 levels (don't use the <> brackets in | |||
|
3110 | your names!). This feature allows you to define a 'base' rcfile | |||
|
3111 | with general options and special-purpose files which can be loaded | |||
|
3112 | only when needed with particular configuration options. To make | |||
|
3113 | this more convenient, IPython accepts the -profile <name> option | |||
|
3114 | (abbreviates to -p <name>) which tells it to look for an rcfile | |||
|
3115 | named ipythonrc-<name>. | |||
|
3116 | * [import_mod <mod1> <mod2> ...:] import modules with 'import | |||
|
3117 | <mod1>,<mod2>,...' | |||
|
3118 | * [import_some <mod> <f1> <f2> ...:] import functions with 'from | |||
|
3119 | <mod> import <f1>,<f2>,...' | |||
|
3120 | * [import_all <mod1> <mod2> ...:] for each module listed import | |||
|
3121 | functions with 'from <mod> import *' | |||
|
3122 | * [execute <python code>:] give any single-line python code to be | |||
|
3123 | executed. | |||
|
3124 | * [execfile <filename>:] execute the python file given with an | |||
|
3125 | 'execfile(filename)' command. Username expansion is performed on | |||
|
3126 | the given names. So if you need any amount of extra fancy | |||
|
3127 | customization that won't fit in any of the above 'canned' options, | |||
|
3128 | you can just put it in a separate python file and execute it. | |||
|
3129 | * [alias <alias_def>:] this is equivalent to calling | |||
|
3130 | '%alias <alias_def>' at the IPython command line. This way, from | |||
|
3131 | within IPython you can do common system tasks without having to | |||
|
3132 | exit it or use the ! escape. IPython isn't meant to be a shell | |||
|
3133 | replacement, but it is often very useful to be able to do things | |||
|
3134 | with files while testing code. This gives you the flexibility to | |||
|
3135 | have within IPython any aliases you may be used to under your | |||
|
3136 | normal system shell. | |||
|
3137 | ||||
|
3138 | ||||
|
3139 | ||||
|
3140 | Sample ipythonrc file | |||
|
3141 | --------------------- | |||
|
3142 | ||||
|
3143 | The default rcfile, called ipythonrc and supplied in your IPYTHONDIR | |||
|
3144 | directory contains lots of comments on all of these options. We | |||
|
3145 | reproduce it here for reference:: | |||
|
3146 | ||||
|
3147 | ||||
|
3148 | # -*- Mode: Shell-Script -*- Not really, but shows comments correctly | |||
|
3149 | # $Id: ipythonrc 2156 2007-03-19 02:32:19Z fperez $ | |||
|
3150 | ||||
|
3151 | #*************************************************************************** | |||
|
3152 | # | |||
|
3153 | # Configuration file for IPython -- ipythonrc format | |||
|
3154 | # | |||
|
3155 | # =========================================================== | |||
|
3156 | # Deprecation note: you should look into modifying ipy_user_conf.py (located | |||
|
3157 | # in ~/.ipython or ~/_ipython, depending on your platform) instead, it's a | |||
|
3158 | # more flexible and robust (and better supported!) configuration | |||
|
3159 | # method. | |||
|
3160 | # =========================================================== | |||
|
3161 | # | |||
|
3162 | # The format of this file is simply one of 'key value' lines. | |||
|
3163 | # Lines containing only whitespace at the beginning and then a # are ignored | |||
|
3164 | # as comments. But comments can NOT be put on lines with data. | |||
|
3165 | ||||
|
3166 | # The meaning and use of each key are explained below. | |||
|
3167 | ||||
|
3168 | #--------------------------------------------------------------------------- | |||
|
3169 | # Section: included files | |||
|
3170 | ||||
|
3171 | # Put one or more *config* files (with the syntax of this file) you want to | |||
|
3172 | # include. For keys with a unique value the outermost file has precedence. For | |||
|
3173 | # keys with multiple values, they all get assembled into a list which then | |||
|
3174 | # gets loaded by IPython. | |||
|
3175 | ||||
|
3176 | # In this file, all lists of things should simply be space-separated. | |||
|
3177 | ||||
|
3178 | # This allows you to build hierarchies of files which recursively load | |||
|
3179 | # lower-level services. If this is your main ~/.ipython/ipythonrc file, you | |||
|
3180 | # should only keep here basic things you always want available. Then you can | |||
|
3181 | # include it in every other special-purpose config file you create. | |||
|
3182 | include | |||
|
3183 | ||||
|
3184 | #--------------------------------------------------------------------------- | |||
|
3185 | # Section: startup setup | |||
|
3186 | ||||
|
3187 | # These are mostly things which parallel a command line option of the same | |||
|
3188 | # name. | |||
|
3189 | ||||
|
3190 | # Keys in this section should only appear once. If any key from this section | |||
|
3191 | # is encountered more than once, the last value remains, all earlier ones get | |||
|
3192 | # discarded. | |||
|
3193 | ||||
|
3194 | ||||
|
3195 | # Automatic calling of callable objects. If set to 1 or 2, callable objects | |||
|
3196 | # are automatically called when invoked at the command line, even if you don't | |||
|
3197 | # type parentheses. IPython adds the parentheses for you. For example: | |||
|
3198 | ||||
|
3199 | #In [1]: str 45 | |||
|
3200 | #------> str(45) | |||
|
3201 | #Out[1]: '45' | |||
|
3202 | ||||
|
3203 | # IPython reprints your line with '---->' indicating that it added | |||
|
3204 | # parentheses. While this option is very convenient for interactive use, it | |||
|
3205 | # may occasionally cause problems with objects which have side-effects if | |||
|
3206 | # called unexpectedly. | |||
|
3207 | ||||
|
3208 | # The valid values for autocall are: | |||
|
3209 | ||||
|
3210 | # autocall 0 -> disabled (you can toggle it at runtime with the %autocall magic) | |||
|
3211 | ||||
|
3212 | # autocall 1 -> active, but do not apply if there are no arguments on the line. | |||
|
3213 | ||||
|
3214 | # In this mode, you get: | |||
|
3215 | ||||
|
3216 | #In [1]: callable | |||
|
3217 | #Out[1]: <built-in function callable> | |||
|
3218 | ||||
|
3219 | #In [2]: callable 'hello' | |||
|
3220 | #------> callable('hello') | |||
|
3221 | #Out[2]: False | |||
|
3222 | ||||
|
3223 | # 2 -> Active always. Even if no arguments are present, the callable object | |||
|
3224 | # is called: | |||
|
3225 | ||||
|
3226 | #In [4]: callable | |||
|
3227 | #------> callable() | |||
|
3228 | ||||
|
3229 | # Note that even with autocall off, you can still use '/' at the start of a | |||
|
3230 | # line to treat the first argument on the command line as a function and add | |||
|
3231 | # parentheses to it: | |||
|
3232 | ||||
|
3233 | #In [8]: /str 43 | |||
|
3234 | #------> str(43) | |||
|
3235 | #Out[8]: '43' | |||
|
3236 | ||||
|
3237 | autocall 1 | |||
|
3238 | ||||
|
3239 | # Auto-edit syntax errors. When you use the %edit magic in ipython to edit | |||
|
3240 | # source code (see the 'editor' variable below), it is possible that you save | |||
|
3241 | # a file with syntax errors in it. If this variable is true, IPython will ask | |||
|
3242 | # you whether to re-open the editor immediately to correct such an error. | |||
|
3243 | ||||
|
3244 | autoedit_syntax 0 | |||
|
3245 | ||||
|
3246 | # Auto-indent. IPython can recognize lines ending in ':' and indent the next | |||
|
3247 | # line, while also un-indenting automatically after 'raise' or 'return'. | |||
|
3248 | ||||
|
3249 | # This feature uses the readline library, so it will honor your ~/.inputrc | |||
|
3250 | # configuration (or whatever file your INPUTRC variable points to). Adding | |||
|
3251 | # the following lines to your .inputrc file can make indent/unindenting more | |||
|
3252 | # convenient (M-i indents, M-u unindents): | |||
|
3253 | ||||
|
3254 | # $if Python | |||
|
3255 | # "\M-i": " " | |||
|
3256 | # "\M-u": "\d\d\d\d" | |||
|
3257 | # $endif | |||
|
3258 | ||||
|
3259 | # The feature is potentially a bit dangerous, because it can cause problems | |||
|
3260 | # with pasting of indented code (the pasted code gets re-indented on each | |||
|
3261 | # line). But it's a huge time-saver when working interactively. The magic | |||
|
3262 | # function %autoindent allows you to toggle it on/off at runtime. | |||
|
3263 | ||||
|
3264 | autoindent 1 | |||
|
3265 | ||||
|
3266 | # Auto-magic. This gives you access to all the magic functions without having | |||
|
3267 | # to prepend them with an % sign. If you define a variable with the same name | |||
|
3268 | # as a magic function (say who=1), you will need to access the magic function | |||
|
3269 | # with % (%who in this example). However, if later you delete your variable | |||
|
3270 | # (del who), you'll recover the automagic calling form. | |||
|
3271 | ||||
|
3272 | # Considering that many magic functions provide a lot of shell-like | |||
|
3273 | # functionality, automagic gives you something close to a full Python+system | |||
|
3274 | # shell environment (and you can extend it further if you want). | |||
|
3275 | ||||
|
3276 | automagic 1 | |||
|
3277 | ||||
|
3278 | # Size of the output cache. After this many entries are stored, the cache will | |||
|
3279 | # get flushed. Depending on the size of your intermediate calculations, you | |||
|
3280 | # may have memory problems if you make it too big, since keeping things in the | |||
|
3281 | # cache prevents Python from reclaiming the memory for old results. Experiment | |||
|
3282 | # with a value that works well for you. | |||
|
3283 | ||||
|
3284 | # If you choose cache_size 0 IPython will revert to python's regular >>> | |||
|
3285 | # unnumbered prompt. You will still have _, __ and ___ for your last three | |||
|
3286 | # results, but that will be it. No dynamic _1, _2, etc. will be created. If | |||
|
3287 | # you are running on a slow machine or with very limited memory, this may | |||
|
3288 | # help. | |||
|
3289 | ||||
|
3290 | cache_size 1000 | |||
|
3291 | ||||
|
3292 | # Classic mode: Setting 'classic 1' you lose many of IPython niceties, | |||
|
3293 | # but that's your choice! Classic 1 -> same as IPython -classic. | |||
|
3294 | # Note that this is _not_ the normal python interpreter, it's simply | |||
|
3295 | # IPython emulating most of the classic interpreter's behavior. | |||
|
3296 | classic 0 | |||
|
3297 | ||||
|
3298 | # colors - Coloring option for prompts and traceback printouts. | |||
|
3299 | ||||
|
3300 | # Currently available schemes: NoColor, Linux, LightBG. | |||
|
3301 | ||||
|
3302 | # This option allows coloring the prompts and traceback printouts. This | |||
|
3303 | # requires a terminal which can properly handle color escape sequences. If you | |||
|
3304 | # are having problems with this, use the NoColor scheme (uses no color escapes | |||
|
3305 | # at all). | |||
|
3306 | ||||
|
3307 | # The Linux option works well in linux console type environments: dark | |||
|
3308 | # background with light fonts. | |||
|
3309 | ||||
|
3310 | # LightBG is similar to Linux but swaps dark/light colors to be more readable | |||
|
3311 | # in light background terminals. | |||
|
3312 | ||||
|
3313 | # keep uncommented only the one you want: | |||
|
3314 | colors Linux | |||
|
3315 | #colors LightBG | |||
|
3316 | #colors NoColor | |||
|
3317 | ||||
|
3318 | ######################## | |||
|
3319 | # Note to Windows users | |||
|
3320 | # | |||
|
3321 | # Color and readline support is avaialble to Windows users via Gary Bishop's | |||
|
3322 | # readline library. You can find Gary's tools at | |||
|
3323 | # http://sourceforge.net/projects/uncpythontools. | |||
|
3324 | # Note that his readline module requires in turn the ctypes library, available | |||
|
3325 | # at http://starship.python.net/crew/theller/ctypes. | |||
|
3326 | ######################## | |||
|
3327 | ||||
|
3328 | # color_info: IPython can display information about objects via a set of | |||
|
3329 | # functions, and optionally can use colors for this, syntax highlighting | |||
|
3330 | # source code and various other elements. This information is passed through a | |||
|
3331 | # pager (it defaults to 'less' if $PAGER is not set). | |||
|
3332 | ||||
|
3333 | # If your pager has problems, try to setting it to properly handle escapes | |||
|
3334 | # (see the less manpage for detail), or disable this option. The magic | |||
|
3335 | # function %color_info allows you to toggle this interactively for testing. | |||
|
3336 | ||||
|
3337 | color_info 1 | |||
|
3338 | ||||
|
3339 | # confirm_exit: set to 1 if you want IPython to confirm when you try to exit | |||
|
3340 | # with an EOF (Control-d in Unix, Control-Z/Enter in Windows). Note that using | |||
|
3341 | # the magic functions %Exit or %Quit you can force a direct exit, bypassing | |||
|
3342 | # any confirmation. | |||
|
3343 | ||||
|
3344 | confirm_exit 1 | |||
|
3345 | ||||
|
3346 | # Use deep_reload() as a substitute for reload() by default. deep_reload() is | |||
|
3347 | # still available as dreload() and appears as a builtin. | |||
|
3348 | ||||
|
3349 | deep_reload 0 | |||
|
3350 | ||||
|
3351 | # Which editor to use with the %edit command. If you leave this at 0, IPython | |||
|
3352 | # will honor your EDITOR environment variable. Since this editor is invoked on | |||
|
3353 | # the fly by ipython and is meant for editing small code snippets, you may | |||
|
3354 | # want to use a small, lightweight editor here. | |||
|
3355 | ||||
|
3356 | # For Emacs users, setting up your Emacs server properly as described in the | |||
|
3357 | # manual is a good idea. An alternative is to use jed, a very light editor | |||
|
3358 | # with much of the feel of Emacs (though not as powerful for heavy-duty work). | |||
|
3359 | ||||
|
3360 | editor 0 | |||
|
3361 | ||||
|
3362 | # log 1 -> same as ipython -log. This automatically logs to ./ipython.log | |||
|
3363 | log 0 | |||
|
3364 | ||||
|
3365 | # Same as ipython -Logfile YourLogfileName. | |||
|
3366 | # Don't use with log 1 (use one or the other) | |||
|
3367 | logfile '' | |||
|
3368 | ||||
|
3369 | # banner 0 -> same as ipython -nobanner | |||
|
3370 | banner 1 | |||
|
3371 | ||||
|
3372 | # messages 0 -> same as ipython -nomessages | |||
|
3373 | messages 1 | |||
|
3374 | ||||
|
3375 | # Automatically call the pdb debugger after every uncaught exception. If you | |||
|
3376 | # are used to debugging using pdb, this puts you automatically inside of it | |||
|
3377 | # after any call (either in IPython or in code called by it) which triggers an | |||
|
3378 | # exception which goes uncaught. | |||
|
3379 | pdb 0 | |||
|
3380 | ||||
|
3381 | # Enable the pprint module for printing. pprint tends to give a more readable | |||
|
3382 | # display (than print) for complex nested data structures. | |||
|
3383 | pprint 1 | |||
|
3384 | ||||
|
3385 | # Prompt strings | |||
|
3386 | ||||
|
3387 | # Most bash-like escapes can be used to customize IPython's prompts, as well as | |||
|
3388 | # a few additional ones which are IPython-specific. All valid prompt escapes | |||
|
3389 | # are described in detail in the Customization section of the IPython HTML/PDF | |||
|
3390 | # manual. | |||
|
3391 | ||||
|
3392 | # Use \# to represent the current prompt number, and quote them to protect | |||
|
3393 | # spaces. | |||
|
3394 | prompt_in1 'In [\#]: ' | |||
|
3395 | ||||
|
3396 | # \D is replaced by as many dots as there are digits in the | |||
|
3397 | # current value of \#. | |||
|
3398 | prompt_in2 ' .\D.: ' | |||
|
3399 | ||||
|
3400 | prompt_out 'Out[\#]: ' | |||
|
3401 | ||||
|
3402 | # Select whether to left-pad the output prompts to match the length of the | |||
|
3403 | # input ones. This allows you for example to use a simple '>' as an output | |||
|
3404 | # prompt, and yet have the output line up with the input. If set to false, | |||
|
3405 | # the output prompts will be unpadded (flush left). | |||
|
3406 | prompts_pad_left 1 | |||
|
3407 | ||||
|
3408 | # Pylab support: when ipython is started with the -pylab switch, by default it | |||
|
3409 | # executes 'from matplotlib.pylab import *'. Set this variable to false if you | |||
|
3410 | # want to disable this behavior. | |||
|
3411 | ||||
|
3412 | # For details on pylab, see the matplotlib website: | |||
|
3413 | # http://matplotlib.sf.net | |||
|
3414 | pylab_import_all 1 | |||
|
3415 | ||||
|
3416 | ||||
|
3417 | # quick 1 -> same as ipython -quick | |||
|
3418 | quick 0 | |||
|
3419 | ||||
|
3420 | # Use the readline library (1) or not (0). Most users will want this on, but | |||
|
3421 | # if you experience strange problems with line management (mainly when using | |||
|
3422 | # IPython inside Emacs buffers) you may try disabling it. Not having it on | |||
|
3423 | # prevents you from getting command history with the arrow keys, searching and | |||
|
3424 | # name completion using TAB. | |||
|
3425 | ||||
|
3426 | readline 1 | |||
|
3427 | ||||
|
3428 | # Screen Length: number of lines of your screen. This is used to control | |||
|
3429 | # printing of very long strings. Strings longer than this number of lines will | |||
|
3430 | # be paged with the less command instead of directly printed. | |||
|
3431 | ||||
|
3432 | # The default value for this is 0, which means IPython will auto-detect your | |||
|
3433 | # screen size every time it needs to print. If for some reason this isn't | |||
|
3434 | # working well (it needs curses support), specify it yourself. Otherwise don't | |||
|
3435 | # change the default. | |||
|
3436 | ||||
|
3437 | screen_length 0 | |||
|
3438 | ||||
|
3439 | # Prompt separators for input and output. | |||
|
3440 | # Use \n for newline explicitly, without quotes. | |||
|
3441 | # Use 0 (like at the cmd line) to turn off a given separator. | |||
|
3442 | ||||
|
3443 | # The structure of prompt printing is: | |||
|
3444 | # (SeparateIn)Input.... | |||
|
3445 | # (SeparateOut)Output... | |||
|
3446 | # (SeparateOut2), # that is, no newline is printed after Out2 | |||
|
3447 | # By choosing these you can organize your output any way you want. | |||
|
3448 | ||||
|
3449 | separate_in \n | |||
|
3450 | separate_out 0 | |||
|
3451 | separate_out2 0 | |||
|
3452 | ||||
|
3453 | # 'nosep 1' is a shorthand for '-SeparateIn 0 -SeparateOut 0 -SeparateOut2 0'. | |||
|
3454 | # Simply removes all input/output separators, overriding the choices above. | |||
|
3455 | nosep 0 | |||
|
3456 | ||||
|
3457 | # Wildcard searches - IPython has a system for searching names using | |||
|
3458 | # shell-like wildcards; type %psearch? for details. This variables sets | |||
|
3459 | # whether by default such searches should be case sensitive or not. You can | |||
|
3460 | # always override the default at the system command line or the IPython | |||
|
3461 | # prompt. | |||
|
3462 | ||||
|
3463 | wildcards_case_sensitive 1 | |||
|
3464 | ||||
|
3465 | # Object information: at what level of detail to display the string form of an | |||
|
3466 | # object. If set to 0, ipython will compute the string form of any object X, | |||
|
3467 | # by calling str(X), when X? is typed. If set to 1, str(X) will only be | |||
|
3468 | # computed when X?? is given, and if set to 2 or higher, it will never be | |||
|
3469 | # computed (there is no X??? level of detail). This is mostly of use to | |||
|
3470 | # people who frequently manipulate objects whose string representation is | |||
|
3471 | # extremely expensive to compute. | |||
|
3472 | ||||
|
3473 | object_info_string_level 0 | |||
|
3474 | ||||
|
3475 | # xmode - Exception reporting mode. | |||
|
3476 | ||||
|
3477 | # Valid modes: Plain, Context and Verbose. | |||
|
3478 | ||||
|
3479 | # Plain: similar to python's normal traceback printing. | |||
|
3480 | ||||
|
3481 | # Context: prints 5 lines of context source code around each line in the | |||
|
3482 | # traceback. | |||
|
3483 | ||||
|
3484 | # Verbose: similar to Context, but additionally prints the variables currently | |||
|
3485 | # visible where the exception happened (shortening their strings if too | |||
|
3486 | # long). This can potentially be very slow, if you happen to have a huge data | |||
|
3487 | # structure whose string representation is complex to compute. Your computer | |||
|
3488 | # may appear to freeze for a while with cpu usage at 100%. If this occurs, you | |||
|
3489 | # can cancel the traceback with Ctrl-C (maybe hitting it more than once). | |||
|
3490 | ||||
|
3491 | #xmode Plain | |||
|
3492 | xmode Context | |||
|
3493 | #xmode Verbose | |||
|
3494 | ||||
|
3495 | # multi_line_specials: if true, allow magics, aliases and shell escapes (via | |||
|
3496 | # !cmd) to be used in multi-line input (like for loops). For example, if you | |||
|
3497 | # have this active, the following is valid in IPython: | |||
|
3498 | # | |||
|
3499 | #In [17]: for i in range(3): | |||
|
3500 | # ....: mkdir $i | |||
|
3501 | # ....: !touch $i/hello | |||
|
3502 | # ....: ls -l $i | |||
|
3503 | ||||
|
3504 | multi_line_specials 1 | |||
|
3505 | ||||
|
3506 | ||||
|
3507 | # System calls: When IPython makes system calls (e.g. via special syntax like | |||
|
3508 | # !cmd or !!cmd, or magics like %sc or %sx), it can print the command it is | |||
|
3509 | # executing to standard output, prefixed by a header string. | |||
|
3510 | ||||
|
3511 | system_header "IPython system call: " | |||
|
3512 | ||||
|
3513 | system_verbose 1 | |||
|
3514 | ||||
|
3515 | # wxversion: request a specific wxPython version (used for -wthread) | |||
|
3516 | ||||
|
3517 | # Set this to the value of wxPython you want to use, but note that this | |||
|
3518 | # feature requires you to have the wxversion Python module to work. If you | |||
|
3519 | # don't have the wxversion module (try 'import wxversion' at the prompt to | |||
|
3520 | # check) or simply want to leave the system to pick up the default, leave this | |||
|
3521 | # variable at 0. | |||
|
3522 | ||||
|
3523 | wxversion 0 | |||
|
3524 | ||||
|
3525 | #--------------------------------------------------------------------------- | |||
|
3526 | # Section: Readline configuration (readline is not available for MS-Windows) | |||
|
3527 | ||||
|
3528 | # This is done via the following options: | |||
|
3529 | ||||
|
3530 | # (i) readline_parse_and_bind: this option can appear as many times as you | |||
|
3531 | # want, each time defining a string to be executed via a | |||
|
3532 | # readline.parse_and_bind() command. The syntax for valid commands of this | |||
|
3533 | # kind can be found by reading the documentation for the GNU readline library, | |||
|
3534 | # as these commands are of the kind which readline accepts in its | |||
|
3535 | # configuration file. | |||
|
3536 | ||||
|
3537 | # The TAB key can be used to complete names at the command line in one of two | |||
|
3538 | # ways: 'complete' and 'menu-complete'. The difference is that 'complete' only | |||
|
3539 | # completes as much as possible while 'menu-complete' cycles through all | |||
|
3540 | # possible completions. Leave the one you prefer uncommented. | |||
|
3541 | ||||
|
3542 | readline_parse_and_bind tab: complete | |||
|
3543 | #readline_parse_and_bind tab: menu-complete | |||
|
3544 | ||||
|
3545 | # This binds Control-l to printing the list of all possible completions when | |||
|
3546 | # there is more than one (what 'complete' does when hitting TAB twice, or at | |||
|
3547 | # the first TAB if show-all-if-ambiguous is on) | |||
|
3548 | readline_parse_and_bind "\C-l": possible-completions | |||
|
3549 | ||||
|
3550 | # This forces readline to automatically print the above list when tab | |||
|
3551 | # completion is set to 'complete'. You can still get this list manually by | |||
|
3552 | # using the key bound to 'possible-completions' (Control-l by default) or by | |||
|
3553 | # hitting TAB twice. Turning this on makes the printing happen at the first | |||
|
3554 | # TAB. | |||
|
3555 | readline_parse_and_bind set show-all-if-ambiguous on | |||
|
3556 | ||||
|
3557 | # If you have TAB set to complete names, you can rebind any key (Control-o by | |||
|
3558 | # default) to insert a true TAB character. | |||
|
3559 | readline_parse_and_bind "\C-o": tab-insert | |||
|
3560 | ||||
|
3561 | # These commands allow you to indent/unindent easily, with the 4-space | |||
|
3562 | # convention of the Python coding standards. Since IPython's internal | |||
|
3563 | # auto-indent system also uses 4 spaces, you should not change the number of | |||
|
3564 | # spaces in the code below. | |||
|
3565 | readline_parse_and_bind "\M-i": " " | |||
|
3566 | readline_parse_and_bind "\M-o": "\d\d\d\d" | |||
|
3567 | readline_parse_and_bind "\M-I": "\d\d\d\d" | |||
|
3568 | ||||
|
3569 | # Bindings for incremental searches in the history. These searches use the | |||
|
3570 | # string typed so far on the command line and search anything in the previous | |||
|
3571 | # input history containing them. | |||
|
3572 | readline_parse_and_bind "\C-r": reverse-search-history | |||
|
3573 | readline_parse_and_bind "\C-s": forward-search-history | |||
|
3574 | ||||
|
3575 | # Bindings for completing the current line in the history of previous | |||
|
3576 | # commands. This allows you to recall any previous command by typing its first | |||
|
3577 | # few letters and hitting Control-p, bypassing all intermediate commands which | |||
|
3578 | # may be in the history (much faster than hitting up-arrow 50 times!) | |||
|
3579 | readline_parse_and_bind "\C-p": history-search-backward | |||
|
3580 | readline_parse_and_bind "\C-n": history-search-forward | |||
|
3581 | ||||
|
3582 | # I also like to have the same functionality on the plain arrow keys. If you'd | |||
|
3583 | # rather have the arrows use all the history (and not just match what you've | |||
|
3584 | # typed so far), comment out or delete the next two lines. | |||
|
3585 | readline_parse_and_bind "\e[A": history-search-backward | |||
|
3586 | readline_parse_and_bind "\e[B": history-search-forward | |||
|
3587 | ||||
|
3588 | # These are typically on by default under *nix, but not win32. | |||
|
3589 | readline_parse_and_bind "\C-k": kill-line | |||
|
3590 | readline_parse_and_bind "\C-u": unix-line-discard | |||
|
3591 | ||||
|
3592 | # (ii) readline_remove_delims: a string of characters to be removed from the | |||
|
3593 | # default word-delimiters list used by readline, so that completions may be | |||
|
3594 | # performed on strings which contain them. | |||
|
3595 | ||||
|
3596 | readline_remove_delims -/~ | |||
|
3597 | ||||
|
3598 | # (iii) readline_merge_completions: whether to merge the result of all | |||
|
3599 | # possible completions or not. If true, IPython will complete filenames, | |||
|
3600 | # python names and aliases and return all possible completions. If you set it | |||
|
3601 | # to false, each completer is used at a time, and only if it doesn't return | |||
|
3602 | # any completions is the next one used. | |||
|
3603 | ||||
|
3604 | # The default order is: [python_matches, file_matches, alias_matches] | |||
|
3605 | ||||
|
3606 | readline_merge_completions 1 | |||
|
3607 | ||||
|
3608 | # (iv) readline_omit__names: normally hitting <tab> after a '.' in a name | |||
|
3609 | # will complete all attributes of an object, including all the special methods | |||
|
3610 | # whose names start with single or double underscores (like __getitem__ or | |||
|
3611 | # __class__). | |||
|
3612 | ||||
|
3613 | # This variable allows you to control this completion behavior: | |||
|
3614 | ||||
|
3615 | # readline_omit__names 1 -> completion will omit showing any names starting | |||
|
3616 | # with two __, but it will still show names starting with one _. | |||
|
3617 | ||||
|
3618 | # readline_omit__names 2 -> completion will omit all names beginning with one | |||
|
3619 | # _ (which obviously means filtering out the double __ ones). | |||
|
3620 | ||||
|
3621 | # Even when this option is set, you can still see those names by explicitly | |||
|
3622 | # typing a _ after the period and hitting <tab>: 'name._<tab>' will always | |||
|
3623 | # complete attribute names starting with '_'. | |||
|
3624 | ||||
|
3625 | # This option is off by default so that new users see all attributes of any | |||
|
3626 | # objects they are dealing with. | |||
|
3627 | ||||
|
3628 | readline_omit__names 0 | |||
|
3629 | ||||
|
3630 | #--------------------------------------------------------------------------- | |||
|
3631 | # Section: modules to be loaded with 'import ...' | |||
|
3632 | ||||
|
3633 | # List, separated by spaces, the names of the modules you want to import | |||
|
3634 | ||||
|
3635 | # Example: | |||
|
3636 | # import_mod sys os | |||
|
3637 | # will produce internally the statements | |||
|
3638 | # import sys | |||
|
3639 | # import os | |||
|
3640 | ||||
|
3641 | # Each import is executed in its own try/except block, so if one module | |||
|
3642 | # fails to load the others will still be ok. | |||
|
3643 | ||||
|
3644 | import_mod | |||
|
3645 | ||||
|
3646 | #--------------------------------------------------------------------------- | |||
|
3647 | # Section: modules to import some functions from: 'from ... import ...' | |||
|
3648 | ||||
|
3649 | # List, one per line, the modules for which you want only to import some | |||
|
3650 | # functions. Give the module name first and then the name of functions to be | |||
|
3651 | # imported from that module. | |||
|
3652 | ||||
|
3653 | # Example: | |||
|
3654 | ||||
|
3655 | # import_some IPython.genutils timing timings | |||
|
3656 | # will produce internally the statement | |||
|
3657 | # from IPython.genutils import timing, timings | |||
|
3658 | ||||
|
3659 | # timing() and timings() are two IPython utilities for timing the execution of | |||
|
3660 | # your own functions, which you may find useful. Just commment out the above | |||
|
3661 | # line if you want to test them. | |||
|
3662 | ||||
|
3663 | # If you have more than one modules_some line, each gets its own try/except | |||
|
3664 | # block (like modules, see above). | |||
|
3665 | ||||
|
3666 | import_some | |||
|
3667 | ||||
|
3668 | #--------------------------------------------------------------------------- | |||
|
3669 | # Section: modules to import all from : 'from ... import *' | |||
|
3670 | ||||
|
3671 | # List (same syntax as import_mod above) those modules for which you want to | |||
|
3672 | # import all functions. Remember, this is a potentially dangerous thing to do, | |||
|
3673 | # since it is very easy to overwrite names of things you need. Use with | |||
|
3674 | # caution. | |||
|
3675 | ||||
|
3676 | # Example: | |||
|
3677 | # import_all sys os | |||
|
3678 | # will produce internally the statements | |||
|
3679 | # from sys import * | |||
|
3680 | # from os import * | |||
|
3681 | ||||
|
3682 | # As before, each will be called in a separate try/except block. | |||
|
3683 | ||||
|
3684 | import_all | |||
|
3685 | ||||
|
3686 | #--------------------------------------------------------------------------- | |||
|
3687 | # Section: Python code to execute. | |||
|
3688 | ||||
|
3689 | # Put here code to be explicitly executed (keep it simple!) | |||
|
3690 | # Put one line of python code per line. All whitespace is removed (this is a | |||
|
3691 | # feature, not a bug), so don't get fancy building loops here. | |||
|
3692 | # This is just for quick convenient creation of things you want available. | |||
|
3693 | ||||
|
3694 | # Example: | |||
|
3695 | # execute x = 1 | |||
|
3696 | # execute print 'hello world'; y = z = 'a' | |||
|
3697 | # will produce internally | |||
|
3698 | # x = 1 | |||
|
3699 | # print 'hello world'; y = z = 'a' | |||
|
3700 | # and each *line* (not each statement, we don't do python syntax parsing) is | |||
|
3701 | # executed in its own try/except block. | |||
|
3702 | ||||
|
3703 | execute | |||
|
3704 | ||||
|
3705 | # Note for the adventurous: you can use this to define your own names for the | |||
|
3706 | # magic functions, by playing some namespace tricks: | |||
|
3707 | ||||
|
3708 | # execute __IPYTHON__.magic_pf = __IPYTHON__.magic_profile | |||
|
3709 | ||||
|
3710 | # defines %pf as a new name for %profile. | |||
|
3711 | ||||
|
3712 | #--------------------------------------------------------------------------- | |||
|
3713 | # Section: Pyhton files to load and execute. | |||
|
3714 | ||||
|
3715 | # Put here the full names of files you want executed with execfile(file). If | |||
|
3716 | # you want complicated initialization, just write whatever you want in a | |||
|
3717 | # regular python file and load it from here. | |||
|
3718 | ||||
|
3719 | # Filenames defined here (which *must* include the extension) are searched for | |||
|
3720 | # through all of sys.path. Since IPython adds your .ipython directory to | |||
|
3721 | # sys.path, they can also be placed in your .ipython dir and will be | |||
|
3722 | # found. Otherwise (if you want to execute things not in .ipyton nor in | |||
|
3723 | # sys.path) give a full path (you can use ~, it gets expanded) | |||
|
3724 | ||||
|
3725 | # Example: | |||
|
3726 | # execfile file1.py ~/file2.py | |||
|
3727 | # will generate | |||
|
3728 | # execfile('file1.py') | |||
|
3729 | # execfile('_path_to_your_home/file2.py') | |||
|
3730 | ||||
|
3731 | # As before, each file gets its own try/except block. | |||
|
3732 | ||||
|
3733 | execfile | |||
|
3734 | ||||
|
3735 | # If you are feeling adventurous, you can even add functionality to IPython | |||
|
3736 | # through here. IPython works through a global variable called __ip which | |||
|
3737 | # exists at the time when these files are read. If you know what you are doing | |||
|
3738 | # (read the source) you can add functions to __ip in files loaded here. | |||
|
3739 | ||||
|
3740 | # The file example-magic.py contains a simple but correct example. Try it: | |||
|
3741 | ||||
|
3742 | # execfile example-magic.py | |||
|
3743 | ||||
|
3744 | # Look at the examples in IPython/iplib.py for more details on how these magic | |||
|
3745 | # functions need to process their arguments. | |||
|
3746 | ||||
|
3747 | #--------------------------------------------------------------------------- | |||
|
3748 | # Section: aliases for system shell commands | |||
|
3749 | ||||
|
3750 | # Here you can define your own names for system commands. The syntax is | |||
|
3751 | # similar to that of the builtin %alias function: | |||
|
3752 | ||||
|
3753 | # alias alias_name command_string | |||
|
3754 | ||||
|
3755 | # The resulting aliases are auto-generated magic functions (hence usable as | |||
|
3756 | # %alias_name) | |||
|
3757 | ||||
|
3758 | # For example: | |||
|
3759 | ||||
|
3760 | # alias myls ls -la | |||
|
3761 | ||||
|
3762 | # will define 'myls' as an alias for executing the system command 'ls -la'. | |||
|
3763 | # This allows you to customize IPython's environment to have the same aliases | |||
|
3764 | # you are accustomed to from your own shell. | |||
|
3765 | ||||
|
3766 | # You can also define aliases with parameters using %s specifiers (one per | |||
|
3767 | # parameter): | |||
|
3768 | ||||
|
3769 | # alias parts echo first %s second %s | |||
|
3770 | ||||
|
3771 | # will give you in IPython: | |||
|
3772 | # >>> %parts A B | |||
|
3773 | # first A second B | |||
|
3774 | ||||
|
3775 | # Use one 'alias' statement per alias you wish to define. | |||
|
3776 | ||||
|
3777 | # alias | |||
|
3778 | ||||
|
3779 | #************************* end of file <ipythonrc> ************************ | |||
|
3780 | ||||
|
3781 | ||||
|
3782 | ||||
|
3783 | Fine-tuning your prompt | |||
|
3784 | ----------------------- | |||
|
3785 | ||||
|
3786 | IPython's prompts can be customized using a syntax similar to that of | |||
|
3787 | the bash shell. Many of bash's escapes are supported, as well as a few | |||
|
3788 | additional ones. We list them below: | |||
|
3789 | ||||
|
3790 | *\#* | |||
|
3791 | the prompt/history count number. This escape is automatically | |||
|
3792 | wrapped in the coloring codes for the currently active color scheme. | |||
|
3793 | *\N* | |||
|
3794 | the 'naked' prompt/history count number: this is just the number | |||
|
3795 | itself, without any coloring applied to it. This lets you produce | |||
|
3796 | numbered prompts with your own colors. | |||
|
3797 | *\D* | |||
|
3798 | the prompt/history count, with the actual digits replaced by dots. | |||
|
3799 | Used mainly in continuation prompts (prompt_in2) | |||
|
3800 | *\w* | |||
|
3801 | the current working directory | |||
|
3802 | *\W* | |||
|
3803 | the basename of current working directory | |||
|
3804 | *\Xn* | |||
|
3805 | where $n=0\ldots5.$ The current working directory, with $HOME | |||
|
3806 | replaced by ~, and filtered out to contain only $n$ path elements | |||
|
3807 | *\Yn* | |||
|
3808 | Similar to \Xn, but with the $n+1$ element included if it is ~ (this | |||
|
3809 | is similar to the behavior of the %cn escapes in tcsh) | |||
|
3810 | *\u* | |||
|
3811 | the username of the current user | |||
|
3812 | *\$* | |||
|
3813 | if the effective UID is 0, a #, otherwise a $ | |||
|
3814 | *\h* | |||
|
3815 | the hostname up to the first '.' | |||
|
3816 | *\H* | |||
|
3817 | the hostname | |||
|
3818 | *\n* | |||
|
3819 | a newline | |||
|
3820 | *\r* | |||
|
3821 | a carriage return | |||
|
3822 | *\v* | |||
|
3823 | IPython version string | |||
|
3824 | ||||
|
3825 | In addition to these, ANSI color escapes can be insterted into the | |||
|
3826 | prompts, as \C_ColorName. The list of valid color names is: Black, Blue, | |||
|
3827 | Brown, Cyan, DarkGray, Green, LightBlue, LightCyan, LightGray, | |||
|
3828 | LightGreen, LightPurple, LightRed, NoColor, Normal, Purple, Red, White, | |||
|
3829 | Yellow. | |||
|
3830 | ||||
|
3831 | Finally, IPython supports the evaluation of arbitrary expressions in | |||
|
3832 | your prompt string. The prompt strings are evaluated through the syntax | |||
|
3833 | of PEP 215, but basically you can use $x.y to expand the value of x.y, | |||
|
3834 | and for more complicated expressions you can use braces: ${foo()+x} will | |||
|
3835 | call function foo and add to it the value of x, before putting the | |||
|
3836 | result into your prompt. For example, using | |||
|
3837 | prompt_in1 '${commands.getoutput("uptime")}\nIn [\#]: ' | |||
|
3838 | will print the result of the uptime command on each prompt (assuming the | |||
|
3839 | commands module has been imported in your ipythonrc file). | |||
|
3840 | ||||
|
3841 | ||||
|
3842 | Prompt examples | |||
|
3843 | ||||
|
3844 | The following options in an ipythonrc file will give you IPython's | |||
|
3845 | default prompts:: | |||
|
3846 | ||||
|
3847 | prompt_in1 'In [\#]:' | |||
|
3848 | prompt_in2 ' .\D.:' | |||
|
3849 | prompt_out 'Out[\#]:' | |||
|
3850 | ||||
|
3851 | which look like this: | |||
|
3852 | ||||
|
3853 | In [1]: 1+2 | |||
|
3854 | Out[1]: 3 | |||
|
3855 | ||||
|
3856 | In [2]: for i in (1,2,3): | |||
|
3857 | ...: print i, | |||
|
3858 | ...: | |||
|
3859 | 1 2 3 | |||
|
3860 | ||||
|
3861 | These will give you a very colorful prompt with path information:: | |||
|
3862 | ||||
|
3863 | #prompt_in1 '\C_Red\u\C_Blue[\C_Cyan\Y1\C_Blue]\C_LightGreen\#>' | |||
|
3864 | prompt_in2 ' ..\D>' | |||
|
3865 | prompt_out '<\#>' | |||
|
3866 | ||||
|
3867 | which look like this:: | |||
|
3868 | ||||
|
3869 | fperez[~/ipython]1> 1+2 | |||
|
3870 | <1> 3 | |||
|
3871 | fperez[~/ipython]2> for i in (1,2,3): | |||
|
3872 | ...> print i, | |||
|
3873 | ...> | |||
|
3874 | 1 2 3 | |||
|
3875 | ||||
|
3876 | ||||
|
3877 | ||||
|
3878 | IPython profiles | |||
|
3879 | ---------------- | |||
|
3880 | ||||
|
3881 | As we already mentioned, IPython supports the -profile command-line | |||
|
3882 | option (see sec. 5.2 <node5.html#sec:cmd-line-opts>). A profile is | |||
|
3883 | nothing more than a particular configuration file like your basic | |||
|
3884 | ipythonrc one, but with particular customizations for a specific | |||
|
3885 | purpose. When you start IPython with 'ipython -profile <name>', it | |||
|
3886 | assumes that in your IPYTHONDIR there is a file called ipythonrc-<name>, | |||
|
3887 | and loads it instead of the normal ipythonrc. | |||
|
3888 | ||||
|
3889 | This system allows you to maintain multiple configurations which load | |||
|
3890 | modules, set options, define functions, etc. suitable for different | |||
|
3891 | tasks and activate them in a very simple manner. In order to avoid | |||
|
3892 | having to repeat all of your basic options (common things that don't | |||
|
3893 | change such as your color preferences, for example), any profile can | |||
|
3894 | include another configuration file. The most common way to use profiles | |||
|
3895 | is then to have each one include your basic ipythonrc file as a starting | |||
|
3896 | point, and then add further customizations. | |||
|
3897 | ||||
|
3898 | In sections 11 <node11.html#sec:syntax-extensions> and 16 | |||
|
3899 | <node16.html#sec:Gnuplot> we discuss some particular profiles which come | |||
|
3900 | as part of the standard IPython distribution. You may also look in your | |||
|
3901 | IPYTHONDIR directory, any file whose name begins with ipythonrc- is a | |||
|
3902 | profile. You can use those as examples for further customizations to | |||
|
3903 | suit your own needs. | |||
|
3904 | ||||
|
3905 | IPython as your default Python environment | |||
|
3906 | ========================================== | |||
|
3907 | ||||
|
3908 | Python honors the environment variable PYTHONSTARTUP and will execute at | |||
|
3909 | startup the file referenced by this variable. If you put at the end of | |||
|
3910 | this file the following two lines of code:: | |||
|
3911 | ||||
|
3912 | import IPython | |||
|
3913 | IPython.Shell.IPShell().mainloop(sys_exit=1) | |||
|
3914 | ||||
|
3915 | then IPython will be your working environment anytime you start Python. | |||
|
3916 | The sys_exit=1 is needed to have IPython issue a call to sys.exit() when | |||
|
3917 | it finishes, otherwise you'll be back at the normal Python '>>>' | |||
|
3918 | prompt^4 <footnode.html#foot2368>. | |||
|
3919 | ||||
|
3920 | This is probably useful to developers who manage multiple Python | |||
|
3921 | versions and don't want to have correspondingly multiple IPython | |||
|
3922 | versions. Note that in this mode, there is no way to pass IPython any | |||
|
3923 | command-line options, as those are trapped first by Python itself. | |||
|
3924 | ||||
|
3925 | Embedding IPython | |||
|
3926 | ================= | |||
|
3927 | ||||
|
3928 | It is possible to start an IPython instance inside your own Python | |||
|
3929 | programs. This allows you to evaluate dynamically the state of your | |||
|
3930 | code, operate with your variables, analyze them, etc. Note however that | |||
|
3931 | any changes you make to values while in the shell do not propagate back | |||
|
3932 | to the running code, so it is safe to modify your values because you | |||
|
3933 | won't break your code in bizarre ways by doing so. | |||
|
3934 | ||||
|
3935 | This feature allows you to easily have a fully functional python | |||
|
3936 | environment for doing object introspection anywhere in your code with a | |||
|
3937 | simple function call. In some cases a simple print statement is enough, | |||
|
3938 | but if you need to do more detailed analysis of a code fragment this | |||
|
3939 | feature can be very valuable. | |||
|
3940 | ||||
|
3941 | It can also be useful in scientific computing situations where it is | |||
|
3942 | common to need to do some automatic, computationally intensive part and | |||
|
3943 | then stop to look at data, plots, etc^5 <footnode.html#foot3206>. | |||
|
3944 | Opening an IPython instance will give you full access to your data and | |||
|
3945 | functions, and you can resume program execution once you are done with | |||
|
3946 | the interactive part (perhaps to stop again later, as many times as | |||
|
3947 | needed). | |||
|
3948 | ||||
|
3949 | The following code snippet is the bare minimum you need to include in | |||
|
3950 | your Python programs for this to work (detailed examples follow later):: | |||
|
3951 | ||||
|
3952 | from IPython.Shell import IPShellEmbed | |||
|
3953 | ||||
|
3954 | ipshell = IPShellEmbed() | |||
|
3955 | ||||
|
3956 | ipshell() # this call anywhere in your program will start IPython | |||
|
3957 | ||||
|
3958 | You can run embedded instances even in code which is itself being run at | |||
|
3959 | the IPython interactive prompt with '%run <filename>'. Since it's easy | |||
|
3960 | to get lost as to where you are (in your top-level IPython or in your | |||
|
3961 | embedded one), it's a good idea in such cases to set the in/out prompts | |||
|
3962 | to something different for the embedded instances. The code examples | |||
|
3963 | below illustrate this. | |||
|
3964 | ||||
|
3965 | You can also have multiple IPython instances in your program and open | |||
|
3966 | them separately, for example with different options for data | |||
|
3967 | presentation. If you close and open the same instance multiple times, | |||
|
3968 | its prompt counters simply continue from each execution to the next. | |||
|
3969 | ||||
|
3970 | Please look at the docstrings in the Shell.py module for more details on | |||
|
3971 | the use of this system. | |||
|
3972 | ||||
|
3973 | The following sample file illustrating how to use the embedding | |||
|
3974 | functionality is provided in the examples directory as example-embed.py. | |||
|
3975 | It should be fairly self-explanatory:: | |||
|
3976 | ||||
|
3977 | ||||
|
3978 | #!/usr/bin/env python | |||
|
3979 | ||||
|
3980 | """An example of how to embed an IPython shell into a running program. | |||
|
3981 | ||||
|
3982 | Please see the documentation in the IPython.Shell module for more details. | |||
|
3983 | ||||
|
3984 | The accompanying file example-embed-short.py has quick code fragments for | |||
|
3985 | embedding which you can cut and paste in your code once you understand how | |||
|
3986 | things work. | |||
|
3987 | ||||
|
3988 | The code in this file is deliberately extra-verbose, meant for learning.""" | |||
|
3989 | ||||
|
3990 | # The basics to get you going: | |||
|
3991 | ||||
|
3992 | # IPython sets the __IPYTHON__ variable so you can know if you have nested | |||
|
3993 | # copies running. | |||
|
3994 | ||||
|
3995 | # Try running this code both at the command line and from inside IPython (with | |||
|
3996 | # %run example-embed.py) | |||
|
3997 | try: | |||
|
3998 | __IPYTHON__ | |||
|
3999 | except NameError: | |||
|
4000 | nested = 0 | |||
|
4001 | args = [''] | |||
|
4002 | else: | |||
|
4003 | print "Running nested copies of IPython." | |||
|
4004 | print "The prompts for the nested copy have been modified" | |||
|
4005 | nested = 1 | |||
|
4006 | # what the embedded instance will see as sys.argv: | |||
|
4007 | args = ['-pi1','In <\\#>: ','-pi2',' .\\D.: ', | |||
|
4008 | '-po','Out<\\#>: ','-nosep'] | |||
|
4009 | ||||
|
4010 | # First import the embeddable shell class | |||
|
4011 | from IPython.Shell import IPShellEmbed | |||
|
4012 | ||||
|
4013 | # Now create an instance of the embeddable shell. The first argument is a | |||
|
4014 | # string with options exactly as you would type them if you were starting | |||
|
4015 | # IPython at the system command line. Any parameters you want to define for | |||
|
4016 | # configuration can thus be specified here. | |||
|
4017 | ipshell = IPShellEmbed(args, | |||
|
4018 | banner = 'Dropping into IPython', | |||
|
4019 | exit_msg = 'Leaving Interpreter, back to program.') | |||
|
4020 | ||||
|
4021 | # Make a second instance, you can have as many as you want. | |||
|
4022 | if nested: | |||
|
4023 | args[1] = 'In2<\\#>' | |||
|
4024 | else: | |||
|
4025 | args = ['-pi1','In2<\\#>: ','-pi2',' .\\D.: ', | |||
|
4026 | '-po','Out<\\#>: ','-nosep'] | |||
|
4027 | ipshell2 = IPShellEmbed(args,banner = 'Second IPython instance.') | |||
|
4028 | ||||
|
4029 | print '\nHello. This is printed from the main controller program.\n' | |||
|
4030 | ||||
|
4031 | # You can then call ipshell() anywhere you need it (with an optional | |||
|
4032 | # message): | |||
|
4033 | ipshell('***Called from top level. ' | |||
|
4034 | 'Hit Ctrl-D to exit interpreter and continue program.\n' | |||
|
4035 | 'Note that if you use %kill_embedded, you can fully deactivate\n' | |||
|
4036 | 'This embedded instance so it will never turn on again') | |||
|
4037 | ||||
|
4038 | print '\nBack in caller program, moving along...\n' | |||
|
4039 | ||||
|
4040 | #--------------------------------------------------------------------------- | |||
|
4041 | # More details: | |||
|
4042 | ||||
|
4043 | # IPShellEmbed instances don't print the standard system banner and | |||
|
4044 | # messages. The IPython banner (which actually may contain initialization | |||
|
4045 | # messages) is available as <instance>.IP.BANNER in case you want it. | |||
|
4046 | ||||
|
4047 | # IPShellEmbed instances print the following information everytime they | |||
|
4048 | # start: | |||
|
4049 | ||||
|
4050 | # - A global startup banner. | |||
|
4051 | ||||
|
4052 | # - A call-specific header string, which you can use to indicate where in the | |||
|
4053 | # execution flow the shell is starting. | |||
|
4054 | ||||
|
4055 | # They also print an exit message every time they exit. | |||
|
4056 | ||||
|
4057 | # Both the startup banner and the exit message default to None, and can be set | |||
|
4058 | # either at the instance constructor or at any other time with the | |||
|
4059 | # set_banner() and set_exit_msg() methods. | |||
|
4060 | ||||
|
4061 | # The shell instance can be also put in 'dummy' mode globally or on a per-call | |||
|
4062 | # basis. This gives you fine control for debugging without having to change | |||
|
4063 | # code all over the place. | |||
|
4064 | ||||
|
4065 | # The code below illustrates all this. | |||
|
4066 | ||||
|
4067 | ||||
|
4068 | # This is how the global banner and exit_msg can be reset at any point | |||
|
4069 | ipshell.set_banner('Entering interpreter - New Banner') | |||
|
4070 | ipshell.set_exit_msg('Leaving interpreter - New exit_msg') | |||
|
4071 | ||||
|
4072 | def foo(m): | |||
|
4073 | s = 'spam' | |||
|
4074 | ipshell('***In foo(). Try @whos, or print s or m:') | |||
|
4075 | print 'foo says m = ',m | |||
|
4076 | ||||
|
4077 | def bar(n): | |||
|
4078 | s = 'eggs' | |||
|
4079 | ipshell('***In bar(). Try @whos, or print s or n:') | |||
|
4080 | print 'bar says n = ',n | |||
|
4081 | ||||
|
4082 | # Some calls to the above functions which will trigger IPython: | |||
|
4083 | print 'Main program calling foo("eggs")\n' | |||
|
4084 | foo('eggs') | |||
|
4085 | ||||
|
4086 | # The shell can be put in 'dummy' mode where calls to it silently return. This | |||
|
4087 | # allows you, for example, to globally turn off debugging for a program with a | |||
|
4088 | # single call. | |||
|
4089 | ipshell.set_dummy_mode(1) | |||
|
4090 | print '\nTrying to call IPython which is now "dummy":' | |||
|
4091 | ipshell() | |||
|
4092 | print 'Nothing happened...' | |||
|
4093 | # The global 'dummy' mode can still be overridden for a single call | |||
|
4094 | print '\nOverriding dummy mode manually:' | |||
|
4095 | ipshell(dummy=0) | |||
|
4096 | ||||
|
4097 | # Reactivate the IPython shell | |||
|
4098 | ipshell.set_dummy_mode(0) | |||
|
4099 | ||||
|
4100 | print 'You can even have multiple embedded instances:' | |||
|
4101 | ipshell2() | |||
|
4102 | ||||
|
4103 | print '\nMain program calling bar("spam")\n' | |||
|
4104 | bar('spam') | |||
|
4105 | ||||
|
4106 | print 'Main program finished. Bye!' | |||
|
4107 | ||||
|
4108 | #********************** End of file <example-embed.py> *********************** | |||
|
4109 | ||||
|
4110 | Once you understand how the system functions, you can use the following | |||
|
4111 | code fragments in your programs which are ready for cut and paste:: | |||
|
4112 | ||||
|
4113 | ||||
|
4114 | """Quick code snippets for embedding IPython into other programs. | |||
|
4115 | ||||
|
4116 | See example-embed.py for full details, this file has the bare minimum code for | |||
|
4117 | cut and paste use once you understand how to use the system.""" | |||
|
4118 | ||||
|
4119 | #--------------------------------------------------------------------------- | |||
|
4120 | # This code loads IPython but modifies a few things if it detects it's running | |||
|
4121 | # embedded in another IPython session (helps avoid confusion) | |||
|
4122 | ||||
|
4123 | try: | |||
|
4124 | __IPYTHON__ | |||
|
4125 | except NameError: | |||
|
4126 | argv = [''] | |||
|
4127 | banner = exit_msg = '' | |||
|
4128 | else: | |||
|
4129 | # Command-line options for IPython (a list like sys.argv) | |||
|
4130 | argv = ['-pi1','In <\\#>:','-pi2',' .\\D.:','-po','Out<\\#>:'] | |||
|
4131 | banner = '*** Nested interpreter ***' | |||
|
4132 | exit_msg = '*** Back in main IPython ***' | |||
|
4133 | ||||
|
4134 | # First import the embeddable shell class | |||
|
4135 | from IPython.Shell import IPShellEmbed | |||
|
4136 | # Now create the IPython shell instance. Put ipshell() anywhere in your code | |||
|
4137 | # where you want it to open. | |||
|
4138 | ipshell = IPShellEmbed(argv,banner=banner,exit_msg=exit_msg) | |||
|
4139 | ||||
|
4140 | #--------------------------------------------------------------------------- | |||
|
4141 | # This code will load an embeddable IPython shell always with no changes for | |||
|
4142 | # nested embededings. | |||
|
4143 | ||||
|
4144 | from IPython.Shell import IPShellEmbed | |||
|
4145 | ipshell = IPShellEmbed() | |||
|
4146 | # Now ipshell() will open IPython anywhere in the code. | |||
|
4147 | ||||
|
4148 | #--------------------------------------------------------------------------- | |||
|
4149 | # This code loads an embeddable shell only if NOT running inside | |||
|
4150 | # IPython. Inside IPython, the embeddable shell variable ipshell is just a | |||
|
4151 | # dummy function. | |||
|
4152 | ||||
|
4153 | try: | |||
|
4154 | __IPYTHON__ | |||
|
4155 | except NameError: | |||
|
4156 | from IPython.Shell import IPShellEmbed | |||
|
4157 | ipshell = IPShellEmbed() | |||
|
4158 | # Now ipshell() will open IPython anywhere in the code | |||
|
4159 | else: | |||
|
4160 | # Define a dummy ipshell() so the same code doesn't crash inside an | |||
|
4161 | # interactive IPython | |||
|
4162 | def ipshell(): pass | |||
|
4163 | ||||
|
4164 | #******************* End of file <example-embed-short.py> ******************** | |||
|
4165 | ||||
|
4166 | Using the Python debugger (pdb) | |||
|
4167 | =============================== | |||
|
4168 | ||||
|
4169 | ||||
|
4170 | Running entire programs via pdb | |||
|
4171 | ------------------------------- | |||
|
4172 | ||||
|
4173 | pdb, the Python debugger, is a powerful interactive debugger which | |||
|
4174 | allows you to step through code, set breakpoints, watch variables, etc. | |||
|
4175 | IPython makes it very easy to start any script under the control of pdb, | |||
|
4176 | regardless of whether you have wrapped it into a 'main()' function or | |||
|
4177 | not. For this, simply type '%run -d myscript' at an IPython prompt. See | |||
|
4178 | the %run command's documentation (via '%run?' or in Sec. 6.2 | |||
|
4179 | <node6.html#sec:magic>) for more details, including how to control where | |||
|
4180 | pdb will stop execution first. | |||
|
4181 | ||||
|
4182 | For more information on the use of the pdb debugger, read the included | |||
|
4183 | pdb.doc file (part of the standard Python distribution). On a stock | |||
|
4184 | Linux system it is located at /usr/lib/python2.3/pdb.doc, but the | |||
|
4185 | easiest way to read it is by using the help() function of the pdb module | |||
|
4186 | as follows (in an IPython prompt): | |||
|
4187 | ||||
|
4188 | In [1]: import pdb | |||
|
4189 | In [2]: pdb.help() | |||
|
4190 | ||||
|
4191 | This will load the pdb.doc document in a file viewer for you automatically. | |||
|
4192 | ||||
|
4193 | ||||
|
4194 | Automatic invocation of pdb on exceptions | |||
|
4195 | ----------------------------------------- | |||
|
4196 | ||||
|
4197 | IPython, if started with the -pdb option (or if the option is set in | |||
|
4198 | your rc file) can call the Python pdb debugger every time your code | |||
|
4199 | triggers an uncaught exception^6 <footnode.html#foot2403>. This feature | |||
|
4200 | can also be toggled at any time with the %pdb magic command. This can be | |||
|
4201 | extremely useful in order to find the origin of subtle bugs, because pdb | |||
|
4202 | opens up at the point in your code which triggered the exception, and | |||
|
4203 | while your program is at this point 'dead', all the data is still | |||
|
4204 | available and you can walk up and down the stack frame and understand | |||
|
4205 | the origin of the problem. | |||
|
4206 | ||||
|
4207 | Furthermore, you can use these debugging facilities both with the | |||
|
4208 | embedded IPython mode and without IPython at all. For an embedded shell | |||
|
4209 | (see sec. 9 <node9.html#sec:embed>), simply call the constructor with | |||
|
4210 | '-pdb' in the argument string and automatically pdb will be called if an | |||
|
4211 | uncaught exception is triggered by your code. | |||
|
4212 | ||||
|
4213 | For stand-alone use of the feature in your programs which do not use | |||
|
4214 | IPython at all, put the following lines toward the top of your 'main' | |||
|
4215 | routine: | |||
|
4216 | ||||
|
4217 | import sys,IPython.ultraTB | |||
|
4218 | sys.excepthook = IPython.ultraTB.FormattedTB(mode='Verbose', | |||
|
4219 | color_scheme='Linux', call_pdb=1) | |||
|
4220 | ||||
|
4221 | The mode keyword can be either 'Verbose' or 'Plain', giving either very | |||
|
4222 | detailed or normal tracebacks respectively. The color_scheme keyword can | |||
|
4223 | be one of 'NoColor', 'Linux' (default) or 'LightBG'. These are the same | |||
|
4224 | options which can be set in IPython with -colors and -xmode. | |||
|
4225 | ||||
|
4226 | This will give any of your programs detailed, colored tracebacks with | |||
|
4227 | automatic invocation of pdb. | |||
|
4228 | ||||
|
4229 | ||||
|
4230 | Extensions for syntax processing | |||
|
4231 | ================================ | |||
|
4232 | ||||
|
4233 | This isn't for the faint of heart, because the potential for breaking | |||
|
4234 | things is quite high. But it can be a very powerful and useful feature. | |||
|
4235 | In a nutshell, you can redefine the way IPython processes the user input | |||
|
4236 | line to accept new, special extensions to the syntax without needing to | |||
|
4237 | change any of IPython's own code. | |||
|
4238 | ||||
|
4239 | In the IPython/Extensions directory you will find some examples | |||
|
4240 | supplied, which we will briefly describe now. These can be used 'as is' | |||
|
4241 | (and both provide very useful functionality), or you can use them as a | |||
|
4242 | starting point for writing your own extensions. | |||
|
4243 | ||||
|
4244 | ||||
|
4245 | Pasting of code starting with '»> ' or '... ' | |||
|
4246 | ---------------------------------------------- | |||
|
4247 | ||||
|
4248 | In the python tutorial it is common to find code examples which have | |||
|
4249 | been taken from real python sessions. The problem with those is that all | |||
|
4250 | the lines begin with either '>>> ' or '... ', which makes it impossible | |||
|
4251 | to paste them all at once. One must instead do a line by line manual | |||
|
4252 | copying, carefully removing the leading extraneous characters. | |||
|
4253 | ||||
|
4254 | This extension identifies those starting characters and removes them | |||
|
4255 | from the input automatically, so that one can paste multi-line examples | |||
|
4256 | directly into IPython, saving a lot of time. Please look at the file | |||
|
4257 | InterpreterPasteInput.py in the IPython/Extensions directory for details | |||
|
4258 | on how this is done. | |||
|
4259 | ||||
|
4260 | IPython comes with a special profile enabling this feature, called | |||
|
4261 | tutorial. Simply start IPython via 'ipython -p tutorial' and the feature | |||
|
4262 | will be available. In a normal IPython session you can activate the | |||
|
4263 | feature by importing the corresponding module with: | |||
|
4264 | In [1]: import IPython.Extensions.InterpreterPasteInput | |||
|
4265 | ||||
|
4266 | The following is a 'screenshot' of how things work when this extension | |||
|
4267 | is on, copying an example from the standard tutorial:: | |||
|
4268 | ||||
|
4269 | IPython profile: tutorial | |||
|
4270 | ||||
|
4271 | *** Pasting of code with ">>>" or "..." has been enabled. | |||
|
4272 | ||||
|
4273 | In [1]: >>> def fib2(n): # return Fibonacci series up to n | |||
|
4274 | ...: ... """Return a list containing the Fibonacci series up to | |||
|
4275 | n.""" | |||
|
4276 | ...: ... result = [] | |||
|
4277 | ...: ... a, b = 0, 1 | |||
|
4278 | ...: ... while b < n: | |||
|
4279 | ...: ... result.append(b) # see below | |||
|
4280 | ...: ... a, b = b, a+b | |||
|
4281 | ...: ... return result | |||
|
4282 | ...: | |||
|
4283 | ||||
|
4284 | In [2]: fib2(10) | |||
|
4285 | Out[2]: [1, 1, 2, 3, 5, 8] | |||
|
4286 | ||||
|
4287 | Note that as currently written, this extension does not recognize | |||
|
4288 | IPython's prompts for pasting. Those are more complicated, since the | |||
|
4289 | user can change them very easily, they involve numbers and can vary in | |||
|
4290 | length. One could however extract all the relevant information from the | |||
|
4291 | IPython instance and build an appropriate regular expression. This is | |||
|
4292 | left as an exercise for the reader. | |||
|
4293 | ||||
|
4294 | ||||
|
4295 | Input of physical quantities with units | |||
|
4296 | --------------------------------------- | |||
|
4297 | ||||
|
4298 | The module PhysicalQInput allows a simplified form of input for physical | |||
|
4299 | quantities with units. This file is meant to be used in conjunction with | |||
|
4300 | the PhysicalQInteractive module (in the same directory) and | |||
|
4301 | Physics.PhysicalQuantities from Konrad Hinsen's ScientificPython | |||
|
4302 | (http://dirac.cnrs-orleans.fr/ScientificPython/). | |||
|
4303 | ||||
|
4304 | The Physics.PhysicalQuantities module defines PhysicalQuantity objects, | |||
|
4305 | but these must be declared as instances of a class. For example, to | |||
|
4306 | define v as a velocity of 3 m/s, normally you would write:: | |||
|
4307 | In [1]: v = PhysicalQuantity(3,'m/s') | |||
|
4308 | ||||
|
4309 | Using the PhysicalQ_Input extension this can be input instead as: | |||
|
4310 | In [1]: v = 3 m/s | |||
|
4311 | which is much more convenient for interactive use (even though it is | |||
|
4312 | blatantly invalid Python syntax). | |||
|
4313 | ||||
|
4314 | The physics profile supplied with IPython (enabled via 'ipython -p | |||
|
4315 | physics') uses these extensions, which you can also activate with: | |||
|
4316 | ||||
|
4317 | from math import * # math MUST be imported BEFORE PhysicalQInteractive | |||
|
4318 | from IPython.Extensions.PhysicalQInteractive import * | |||
|
4319 | import IPython.Extensions.PhysicalQInput | |||
|
4320 | ||||
|
4321 | IPython as a system shell | |||
|
4322 | ========================= | |||
|
4323 | ||||
|
4324 | IPython ships with a special profile called pysh, which you can activate | |||
|
4325 | at the command line as 'ipython -p pysh'. This loads InterpreterExec, | |||
|
4326 | along with some additional facilities and a prompt customized for | |||
|
4327 | filesystem navigation. | |||
|
4328 | ||||
|
4329 | Note that this does not make IPython a full-fledged system shell. In | |||
|
4330 | particular, it has no job control, so if you type Ctrl-Z (under Unix), | |||
|
4331 | you'll suspend pysh itself, not the process you just started. | |||
|
4332 | ||||
|
4333 | What the shell profile allows you to do is to use the convenient and | |||
|
4334 | powerful syntax of Python to do quick scripting at the command line. | |||
|
4335 | Below we describe some of its features. | |||
|
4336 | ||||
|
4337 | ||||
|
4338 | Aliases | |||
|
4339 | ------- | |||
|
4340 | ||||
|
4341 | All of your $PATH has been loaded as IPython aliases, so you should be | |||
|
4342 | able to type any normal system command and have it executed. See %alias? | |||
|
4343 | and %unalias? for details on the alias facilities. See also %rehash? and | |||
|
4344 | %rehashx? for details on the mechanism used to load $PATH. | |||
|
4345 | ||||
|
4346 | ||||
|
4347 | Special syntax | |||
|
4348 | -------------- | |||
|
4349 | ||||
|
4350 | Any lines which begin with '~', '/' and '.' will be executed as shell | |||
|
4351 | commands instead of as Python code. The special escapes below are also | |||
|
4352 | recognized. !cmd is valid in single or multi-line input, all others are | |||
|
4353 | only valid in single-line input:: | |||
|
4354 | ||||
|
4355 | *!cmd* | |||
|
4356 | pass 'cmd' directly to the shell | |||
|
4357 | *!!cmd* | |||
|
4358 | execute 'cmd' and return output as a list (split on '\n') | |||
|
4359 | *var=!cmd | |||
|
4360 | capture output of cmd into var, as a string list | |||
|
4361 | ||||
|
4362 | The $/$$ syntaxes make Python variables from system output, which you | |||
|
4363 | can later use for further scripting. The converse is also possible: when | |||
|
4364 | executing an alias or calling to the system via !/!!, you can expand any | |||
|
4365 | python variable or expression by prepending it with $. Full details of | |||
|
4366 | the allowed syntax can be found in Python's PEP 215. | |||
|
4367 | ||||
|
4368 | A few brief examples will illustrate these (note that the indentation | |||
|
4369 | below may be incorrectly displayed):: | |||
|
4370 | ||||
|
4371 | fperez[~/test]|3> !ls *s.py | |||
|
4372 | scopes.py strings.py | |||
|
4373 | ||||
|
4374 | ls is an internal alias, so there's no need to use !:: | |||
|
4375 | ||||
|
4376 | fperez[~/test]|4> ls *s.py | |||
|
4377 | scopes.py* strings.py | |||
|
4378 | ||||
|
4379 | !!ls will return the output into a Python variable FIXME!!!:: | |||
|
4380 | ||||
|
4381 | fperez[~/test]|5> !!ls *s.py | |||
|
4382 | <5> ['scopes.py', 'strings.py'] | |||
|
4383 | fperez[~/test]|6> print _5 | |||
|
4384 | ['scopes.py', 'strings.py'] | |||
|
4385 | ||||
|
4386 | $ and $$ allow direct capture to named variables: | |||
|
4387 | ||||
|
4388 | fperez[~/test]|7> $astr = ls *s.py | |||
|
4389 | fperez[~/test]|8> astr | |||
|
4390 | <8> 'scopes.py\nstrings.py' | |||
|
4391 | ||||
|
4392 | fperez[~/test]|9> $$alist = ls *s.py | |||
|
4393 | fperez[~/test]|10> alist | |||
|
4394 | <10> ['scopes.py', 'strings.py'] | |||
|
4395 | ||||
|
4396 | alist is now a normal python list you can loop over. Using $ will expand | |||
|
4397 | back the python values when alias calls are made: | |||
|
4398 | ||||
|
4399 | fperez[~/test]|11> for f in alist: | |||
|
4400 | |..> print 'file',f, | |||
|
4401 | |..> wc -l $f | |||
|
4402 | |..> | |||
|
4403 | file scopes.py 13 scopes.py | |||
|
4404 | file strings.py 4 strings.py | |||
|
4405 | ||||
|
4406 | Note that you may need to protect your variables with braces if you want | |||
|
4407 | to append strings to their names. To copy all files in alist to .bak | |||
|
4408 | extensions, you must use:: | |||
|
4409 | ||||
|
4410 | fperez[~/test]|12> for f in alist: | |||
|
4411 | |..> cp $f ${f}.bak | |||
|
4412 | ||||
|
4413 | If you try using $f.bak, you'll get an AttributeError exception saying | |||
|
4414 | that your string object doesn't have a .bak attribute. This is because | |||
|
4415 | the $ expansion mechanism allows you to expand full Python expressions:: | |||
|
4416 | ||||
|
4417 | fperez[~/test]|13> echo "sys.platform is: $sys.platform" | |||
|
4418 | sys.platform is: linux2 | |||
|
4419 | ||||
|
4420 | IPython's input history handling is still active, which allows you to | |||
|
4421 | rerun a single block of multi-line input by simply using exec:: | |||
|
4422 | ||||
|
4423 | fperez[~/test]|14> $$alist = ls *.eps | |||
|
4424 | fperez[~/test]|15> exec _i11 | |||
|
4425 | file image2.eps 921 image2.eps | |||
|
4426 | file image.eps 921 image.eps | |||
|
4427 | ||||
|
4428 | While these are new special-case syntaxes, they are designed to allow | |||
|
4429 | very efficient use of the shell with minimal typing. At an interactive | |||
|
4430 | shell prompt, conciseness of expression wins over readability. | |||
|
4431 | ||||
|
4432 | ||||
|
4433 | Useful functions and modules | |||
|
4434 | ---------------------------- | |||
|
4435 | ||||
|
4436 | The os, sys and shutil modules from the Python standard library are | |||
|
4437 | automatically loaded. Some additional functions, useful for shell usage, | |||
|
4438 | are listed below. You can request more help about them with '?'. | |||
|
4439 | ||||
|
4440 | *shell* | |||
|
4441 | - execute a command in the underlying system shell | |||
|
4442 | *system* | |||
|
4443 | - like shell(), but return the exit status of the command | |||
|
4444 | *sout* | |||
|
4445 | - capture the output of a command as a string | |||
|
4446 | *lout* | |||
|
4447 | - capture the output of a command as a list (split on '\n') | |||
|
4448 | *getoutputerror* | |||
|
4449 | - capture (output,error) of a shell commandss | |||
|
4450 | ||||
|
4451 | sout/lout are the functional equivalents of $/$$. They are provided to | |||
|
4452 | allow you to capture system output in the middle of true python code, | |||
|
4453 | function definitions, etc (where $ and $$ are invalid). | |||
|
4454 | ||||
|
4455 | ||||
|
4456 | Directory management | |||
|
4457 | -------------------- | |||
|
4458 | ||||
|
4459 | Since each command passed by pysh to the underlying system is executed | |||
|
4460 | in a subshell which exits immediately, you can NOT use !cd to navigate | |||
|
4461 | the filesystem. | |||
|
4462 | ||||
|
4463 | Pysh provides its own builtin '%cd' magic command to move in the | |||
|
4464 | filesystem (the % is not required with automagic on). It also maintains | |||
|
4465 | a list of visited directories (use %dhist to see it) and allows direct | |||
|
4466 | switching to any of them. Type 'cd?' for more details. | |||
|
4467 | ||||
|
4468 | %pushd, %popd and %dirs are provided for directory stack handling. | |||
|
4469 | ||||
|
4470 | ||||
|
4471 | Prompt customization | |||
|
4472 | ||||
|
4473 | The supplied ipythonrc-pysh profile comes with an example of a very | |||
|
4474 | colored and detailed prompt, mainly to serve as an illustration. The | |||
|
4475 | valid escape sequences, besides color names, are: | |||
|
4476 | ||||
|
4477 | *\#* | |||
|
4478 | - Prompt number, wrapped in the color escapes for the input prompt | |||
|
4479 | (determined by the current color scheme). | |||
|
4480 | *\N* | |||
|
4481 | - Just the prompt counter number, without any coloring wrappers. You | |||
|
4482 | can thus customize the actual prompt colors manually. | |||
|
4483 | *\D* | |||
|
4484 | - Dots, as many as there are digits in \# (so they align). | |||
|
4485 | *\w* | |||
|
4486 | - Current working directory (cwd). | |||
|
4487 | *\W* | |||
|
4488 | - Basename of current working directory. | |||
|
4489 | *\XN* | |||
|
4490 | - Where N=0..5. N terms of the cwd, with $HOME written as ~. | |||
|
4491 | *\YN* | |||
|
4492 | - Where N=0..5. Like XN, but if ~ is term N+1 it's also shown. | |||
|
4493 | *\u* | |||
|
4494 | - Username. | |||
|
4495 | *\H* | |||
|
4496 | - Full hostname. | |||
|
4497 | *\h* | |||
|
4498 | - Hostname up to first '.' | |||
|
4499 | *\$* | |||
|
4500 | - Root symbol ($ or #). | |||
|
4501 | *\t* | |||
|
4502 | - Current time, in H:M:S format. | |||
|
4503 | *\v* | |||
|
4504 | - IPython release version. | |||
|
4505 | *\n* | |||
|
4506 | - Newline. | |||
|
4507 | *\r* | |||
|
4508 | - Carriage return. | |||
|
4509 | *\\* | |||
|
4510 | - An explicitly escaped '\'. | |||
|
4511 | ||||
|
4512 | You can configure your prompt colors using any ANSI color escape. Each | |||
|
4513 | color escape sets the color for any subsequent text, until another | |||
|
4514 | escape comes in and changes things. The valid color escapes are: | |||
|
4515 | ||||
|
4516 | *\C_Black* | |||
|
4517 | ||||
|
4518 | *\C_Blue* | |||
|
4519 | ||||
|
4520 | *\C_Brown* | |||
|
4521 | ||||
|
4522 | *\C_Cyan* | |||
|
4523 | ||||
|
4524 | *\C_DarkGray* | |||
|
4525 | ||||
|
4526 | *\C_Green* | |||
|
4527 | ||||
|
4528 | *\C_LightBlue* | |||
|
4529 | ||||
|
4530 | *\C_LightCyan* | |||
|
4531 | ||||
|
4532 | *\C_LightGray* | |||
|
4533 | ||||
|
4534 | *\C_LightGreen* | |||
|
4535 | ||||
|
4536 | *\C_LightPurple* | |||
|
4537 | ||||
|
4538 | *\C_LightRed* | |||
|
4539 | ||||
|
4540 | *\C_Purple* | |||
|
4541 | ||||
|
4542 | *\C_Red* | |||
|
4543 | ||||
|
4544 | *\C_White* | |||
|
4545 | ||||
|
4546 | *\C_Yellow* | |||
|
4547 | ||||
|
4548 | *\C_Normal* | |||
|
4549 | Stop coloring, defaults to your terminal settings. | |||
|
4550 | ||||
|
4551 | Threading support | |||
|
4552 | ================= | |||
|
4553 | ||||
|
4554 | WARNING: The threading support is still somewhat experimental, and it | |||
|
4555 | has only seen reasonable testing under Linux. Threaded code is | |||
|
4556 | particularly tricky to debug, and it tends to show extremely | |||
|
4557 | platform-dependent behavior. Since I only have access to Linux machines, | |||
|
4558 | I will have to rely on user's experiences and assistance for this area | |||
|
4559 | of IPython to improve under other platforms. | |||
|
4560 | ||||
|
4561 | IPython, via the -gthread , -qthread, -q4thread and -wthread options | |||
|
4562 | (described in Sec. 5.1 <node5.html#sec:threading-opts>), can run in | |||
|
4563 | multithreaded mode to support pyGTK, Qt3, Qt4 and WXPython applications | |||
|
4564 | respectively. These GUI toolkits need to control the python main loop of | |||
|
4565 | execution, so under a normal Python interpreter, starting a pyGTK, Qt3, | |||
|
4566 | Qt4 or WXPython application will immediately freeze the shell. | |||
|
4567 | ||||
|
4568 | IPython, with one of these options (you can only use one at a time), | |||
|
4569 | separates the graphical loop and IPython's code execution run into | |||
|
4570 | different threads. This allows you to test interactively (with %run, for | |||
|
4571 | example) your GUI code without blocking. | |||
|
4572 | ||||
|
4573 | A nice mini-tutorial on using IPython along with the Qt Designer | |||
|
4574 | application is available at the SciPy wiki: | |||
|
4575 | http://www.scipy.org/Cookbook/Matplotlib/Qt_with_IPython_and_Designer. | |||
|
4576 | ||||
|
4577 | ||||
|
4578 | Tk issues | |||
|
4579 | --------- | |||
|
4580 | ||||
|
4581 | As indicated in Sec. 5.1 <node5.html#sec:threading-opts>, a special -tk | |||
|
4582 | option is provided to try and allow Tk graphical applications to coexist | |||
|
4583 | interactively with WX, Qt or GTK ones. Whether this works at all, | |||
|
4584 | however, is very platform and configuration dependent. Please experiment | |||
|
4585 | with simple test cases before committing to using this combination of Tk | |||
|
4586 | and GTK/Qt/WX threading in a production environment. | |||
|
4587 | ||||
|
4588 | ||||
|
4589 | I/O pitfalls | |||
|
4590 | ------------ | |||
|
4591 | ||||
|
4592 | Be mindful that the Python interpreter switches between threads every | |||
|
4593 | $N$ bytecodes, where the default value as of Python 2.3 is $N=100.$ This | |||
|
4594 | value can be read by using the sys.getcheckinterval() function, and it | |||
|
4595 | can be reset via sys.setcheckinterval(N). This switching of threads can | |||
|
4596 | cause subtly confusing effects if one of your threads is doing file I/O. | |||
|
4597 | In text mode, most systems only flush file buffers when they encounter a | |||
|
4598 | '\n'. An instruction as simple as | |||
|
4599 | print >> filehandle, ''hello world'' | |||
|
4600 | actually consists of several bytecodes, so it is possible that the | |||
|
4601 | newline does not reach your file before the next thread switch. | |||
|
4602 | Similarly, if you are writing to a file in binary mode, the file won't | |||
|
4603 | be flushed until the buffer fills, and your other thread may see | |||
|
4604 | apparently truncated files. | |||
|
4605 | ||||
|
4606 | For this reason, if you are using IPython's thread support and have (for | |||
|
4607 | example) a GUI application which will read data generated by files | |||
|
4608 | written to from the IPython thread, the safest approach is to open all | |||
|
4609 | of your files in unbuffered mode (the third argument to the file/open | |||
|
4610 | function is the buffering value):: | |||
|
4611 | filehandle = open(filename,mode,0) | |||
|
4612 | ||||
|
4613 | This is obviously a brute force way of avoiding race conditions with the | |||
|
4614 | file buffering. If you want to do it cleanly, and you have a resource | |||
|
4615 | which is being shared by the interactive IPython loop and your GUI | |||
|
4616 | thread, you should really handle it with thread locking and | |||
|
4617 | syncrhonization properties. The Python documentation discusses these. | |||
|
4618 | ||||
|
4619 | Interactive demos with IPython | |||
|
4620 | ============================== | |||
|
4621 | ||||
|
4622 | IPython ships with a basic system for running scripts interactively in | |||
|
4623 | sections, useful when presenting code to audiences. A few tags embedded | |||
|
4624 | in comments (so that the script remains valid Python code) divide a file | |||
|
4625 | into separate blocks, and the demo can be run one block at a time, with | |||
|
4626 | IPython printing (with syntax highlighting) the block before executing | |||
|
4627 | it, and returning to the interactive prompt after each block. The | |||
|
4628 | interactive namespace is updated after each block is run with the | |||
|
4629 | contents of the demo's namespace. | |||
|
4630 | ||||
|
4631 | This allows you to show a piece of code, run it and then execute | |||
|
4632 | interactively commands based on the variables just created. Once you | |||
|
4633 | want to continue, you simply execute the next block of the demo. The | |||
|
4634 | following listing shows the markup necessary for dividing a script into | |||
|
4635 | sections for execution as a demo:: | |||
|
4636 | ||||
|
4637 | ||||
|
4638 | """A simple interactive demo to illustrate the use of IPython's Demo class. | |||
|
4639 | ||||
|
4640 | Any python script can be run as a demo, but that does little more than showing | |||
|
4641 | it on-screen, syntax-highlighted in one shot. If you add a little simple | |||
|
4642 | markup, you can stop at specified intervals and return to the ipython prompt, | |||
|
4643 | resuming execution later. | |||
|
4644 | """ | |||
|
4645 | ||||
|
4646 | print 'Hello, welcome to an interactive IPython demo.' | |||
|
4647 | print 'Executing this block should require confirmation before proceeding,' | |||
|
4648 | print 'unless auto_all has been set to true in the demo object' | |||
|
4649 | ||||
|
4650 | # The mark below defines a block boundary, which is a point where IPython will | |||
|
4651 | # stop execution and return to the interactive prompt. | |||
|
4652 | # Note that in actual interactive execution, | |||
|
4653 | # <demo> --- stop --- | |||
|
4654 | ||||
|
4655 | x = 1 | |||
|
4656 | y = 2 | |||
|
4657 | ||||
|
4658 | # <demo> --- stop --- | |||
|
4659 | ||||
|
4660 | # the mark below makes this block as silent | |||
|
4661 | # <demo> silent | |||
|
4662 | ||||
|
4663 | print 'This is a silent block, which gets executed but not printed.' | |||
|
4664 | ||||
|
4665 | # <demo> --- stop --- | |||
|
4666 | # <demo> auto | |||
|
4667 | print 'This is an automatic block.' | |||
|
4668 | print 'It is executed without asking for confirmation, but printed.' | |||
|
4669 | z = x+y | |||
|
4670 | ||||
|
4671 | print 'z=',x | |||
|
4672 | ||||
|
4673 | # <demo> --- stop --- | |||
|
4674 | # This is just another normal block. | |||
|
4675 | print 'z is now:', z | |||
|
4676 | ||||
|
4677 | print 'bye!' | |||
|
4678 | ||||
|
4679 | In order to run a file as a demo, you must first make a Demo object out | |||
|
4680 | of it. If the file is named myscript.py, the following code will make a | |||
|
4681 | demo:: | |||
|
4682 | ||||
|
4683 | from IPython.demo import Demo | |||
|
4684 | ||||
|
4685 | mydemo = Demo('myscript.py') | |||
|
4686 | ||||
|
4687 | This creates the mydemo object, whose blocks you run one at a time by | |||
|
4688 | simply calling the object with no arguments. If you have autocall active | |||
|
4689 | in IPython (the default), all you need to do is type:: | |||
|
4690 | ||||
|
4691 | mydemo | |||
|
4692 | ||||
|
4693 | and IPython will call it, executing each block. Demo objects can be | |||
|
4694 | restarted, you can move forward or back skipping blocks, re-execute the | |||
|
4695 | last block, etc. Simply use the Tab key on a demo object to see its | |||
|
4696 | methods, and call '?' on them to see their docstrings for more usage | |||
|
4697 | details. In addition, the demo module itself contains a comprehensive | |||
|
4698 | docstring, which you can access via:: | |||
|
4699 | ||||
|
4700 | from IPython import demo | |||
|
4701 | ||||
|
4702 | demo? | |||
|
4703 | ||||
|
4704 | Limitations: It is important to note that these demos are limited to | |||
|
4705 | fairly simple uses. In particular, you can not put division marks in | |||
|
4706 | indented code (loops, if statements, function definitions, etc.) | |||
|
4707 | Supporting something like this would basically require tracking the | |||
|
4708 | internal execution state of the Python interpreter, so only top-level | |||
|
4709 | divisions are allowed. If you want to be able to open an IPython | |||
|
4710 | instance at an arbitrary point in a program, you can use IPython's | |||
|
4711 | embedding facilities, described in detail in Sec. 9 | |||
|
4712 | ||||
|
4713 | ||||
|
4714 | Plotting with matplotlib | |||
|
4715 | ======================== | |||
|
4716 | ||||
|
4717 | The matplotlib library (http://matplotlib.sourceforge.net | |||
|
4718 | http://matplotlib.sourceforge.net) provides high quality 2D plotting for | |||
|
4719 | Python. Matplotlib can produce plots on screen using a variety of GUI | |||
|
4720 | toolkits, including Tk, GTK and WXPython. It also provides a number of | |||
|
4721 | commands useful for scientific computing, all with a syntax compatible | |||
|
4722 | with that of the popular Matlab program. | |||
|
4723 | ||||
|
4724 | IPython accepts the special option -pylab (Sec. 5.2 | |||
|
4725 | <node5.html#sec:cmd-line-opts>). This configures it to support | |||
|
4726 | matplotlib, honoring the settings in the .matplotlibrc file. IPython | |||
|
4727 | will detect the user's choice of matplotlib GUI backend, and | |||
|
4728 | automatically select the proper threading model to prevent blocking. It | |||
|
4729 | also sets matplotlib in interactive mode and modifies %run slightly, so | |||
|
4730 | that any matplotlib-based script can be executed using %run and the | |||
|
4731 | final show() command does not block the interactive shell. | |||
|
4732 | ||||
|
4733 | The -pylab option must be given first in order for IPython to configure | |||
|
4734 | its threading mode. However, you can still issue other options | |||
|
4735 | afterwards. This allows you to have a matplotlib-based environment | |||
|
4736 | customized with additional modules using the standard IPython profile | |||
|
4737 | mechanism (Sec. 7.3 <node7.html#sec:profiles>): ''ipython -pylab -p | |||
|
4738 | myprofile'' will load the profile defined in ipythonrc-myprofile after | |||
|
4739 | configuring matplotlib. | |||
|
4740 | ||||
|
4741 | Reporting bugs | |||
|
4742 | ============== | |||
|
4743 | ||||
|
4744 | Automatic crash reports | |||
|
4745 | ----------------------- | |||
|
4746 | ||||
|
4747 | Ideally, IPython itself shouldn't crash. It will catch exceptions | |||
|
4748 | produced by you, but bugs in its internals will still crash it. | |||
|
4749 | ||||
|
4750 | In such a situation, IPython will leave a file named | |||
|
4751 | IPython_crash_report.txt in your IPYTHONDIR directory (that way if | |||
|
4752 | crashes happen several times it won't litter many directories, the | |||
|
4753 | post-mortem file is always located in the same place and new occurrences | |||
|
4754 | just overwrite the previous one). If you can mail this file to the | |||
|
4755 | developers (see sec. 20 <node20.html#sec:credits> for names and | |||
|
4756 | addresses), it will help us a lot in understanding the cause of the | |||
|
4757 | problem and fixing it sooner. | |||
|
4758 | ||||
|
4759 | ||||
|
4760 | The bug tracker | |||
|
4761 | --------------- | |||
|
4762 | ||||
|
4763 | IPython also has an online bug-tracker, located at | |||
|
4764 | http://projects.scipy.org/ipython/ipython/report/1. In addition to | |||
|
4765 | mailing the developers, it would be a good idea to file a bug report | |||
|
4766 | here. This will ensure that the issue is properly followed to | |||
|
4767 | conclusion. To report new bugs you will have to register first. | |||
|
4768 | ||||
|
4769 | You can also use this bug tracker to file feature requests. | |||
|
4770 | ||||
|
4771 | Brief history | |||
|
4772 | ============= | |||
|
4773 | ||||
|
4774 | ||||
|
4775 | Origins | |||
|
4776 | ||||
|
4777 | The current IPython system grew out of the following three projects: | |||
|
4778 | ||||
|
4779 | * [ipython] by Fernando Pérez. I was working on adding | |||
|
4780 | Mathematica-type prompts and a flexible configuration system | |||
|
4781 | (something better than $PYTHONSTARTUP) to the standard Python | |||
|
4782 | interactive interpreter. | |||
|
4783 | * [IPP] by Janko Hauser. Very well organized, great usability. Had | |||
|
4784 | an old help system. IPP was used as the 'container' code into | |||
|
4785 | which I added the functionality from ipython and LazyPython. | |||
|
4786 | * [LazyPython] by Nathan Gray. Simple but very powerful. The quick | |||
|
4787 | syntax (auto parens, auto quotes) and verbose/colored tracebacks | |||
|
4788 | were all taken from here. | |||
|
4789 | ||||
|
4790 | When I found out (see sec. 20 <node20.html#figgins>) about IPP and | |||
|
4791 | LazyPython I tried to join all three into a unified system. I thought | |||
|
4792 | this could provide a very nice working environment, both for regular | |||
|
4793 | programming and scientific computing: shell-like features, IDL/Matlab | |||
|
4794 | numerics, Mathematica-type prompt history and great object introspection | |||
|
4795 | and help facilities. I think it worked reasonably well, though it was a | |||
|
4796 | lot more work than I had initially planned. | |||
|
4797 | ||||
|
4798 | ||||
|
4799 | Current status | |||
|
4800 | -------------- | |||
|
4801 | ||||
|
4802 | The above listed features work, and quite well for the most part. But | |||
|
4803 | until a major internal restructuring is done (see below), only bug | |||
|
4804 | fixing will be done, no other features will be added (unless very minor | |||
|
4805 | and well localized in the cleaner parts of the code). | |||
|
4806 | ||||
|
4807 | IPython consists of some 18000 lines of pure python code, of which | |||
|
4808 | roughly two thirds is reasonably clean. The rest is, messy code which | |||
|
4809 | needs a massive restructuring before any further major work is done. | |||
|
4810 | Even the messy code is fairly well documented though, and most of the | |||
|
4811 | problems in the (non-existent) class design are well pointed to by a | |||
|
4812 | PyChecker run. So the rewriting work isn't that bad, it will just be | |||
|
4813 | time-consuming. | |||
|
4814 | ||||
|
4815 | ||||
|
4816 | Future | |||
|
4817 | ------ | |||
|
4818 | ||||
|
4819 | See the separate new_design document for details. Ultimately, I would | |||
|
4820 | like to see IPython become part of the standard Python distribution as a | |||
|
4821 | 'big brother with batteries' to the standard Python interactive | |||
|
4822 | interpreter. But that will never happen with the current state of the | |||
|
4823 | code, so all contributions are welcome. | |||
|
4824 | ||||
|
4825 | License | |||
|
4826 | ======= | |||
|
4827 | ||||
|
4828 | IPython is released under the terms of the BSD license, whose general | |||
|
4829 | form can be found at: | |||
|
4830 | http://www.opensource.org/licenses/bsd-license.php. The full text of the | |||
|
4831 | IPython license is reproduced below:: | |||
|
4832 | ||||
|
4833 | IPython is released under a BSD-type license. | |||
|
4834 | ||||
|
4835 | Copyright (c) 2001, 2002, 2003, 2004 Fernando Perez | |||
|
4836 | <fperez@colorado.edu>. | |||
|
4837 | ||||
|
4838 | Copyright (c) 2001 Janko Hauser <jhauser@zscout.de> and | |||
|
4839 | Nathaniel Gray <n8gray@caltech.edu>. | |||
|
4840 | ||||
|
4841 | All rights reserved. | |||
|
4842 | ||||
|
4843 | Redistribution and use in source and binary forms, with or without | |||
|
4844 | modification, are permitted provided that the following conditions | |||
|
4845 | are met: | |||
|
4846 | ||||
|
4847 | a. Redistributions of source code must retain the above copyright | |||
|
4848 | notice, this list of conditions and the following disclaimer. | |||
|
4849 | ||||
|
4850 | b. Redistributions in binary form must reproduce the above copyright | |||
|
4851 | notice, this list of conditions and the following disclaimer in the | |||
|
4852 | documentation and/or other materials provided with the distribution. | |||
|
4853 | ||||
|
4854 | c. Neither the name of the copyright holders nor the names of any | |||
|
4855 | contributors to this software may be used to endorse or promote | |||
|
4856 | products derived from this software without specific prior written | |||
|
4857 | permission. | |||
|
4858 | ||||
|
4859 | THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS | |||
|
4860 | "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT | |||
|
4861 | LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS | |||
|
4862 | FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE | |||
|
4863 | REGENTS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, | |||
|
4864 | INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, | |||
|
4865 | BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; | |||
|
4866 | LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER | |||
|
4867 | CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT | |||
|
4868 | LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN | |||
|
4869 | ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE | |||
|
4870 | POSSIBILITY OF SUCH DAMAGE. | |||
|
4871 | ||||
|
4872 | Individual authors are the holders of the copyright for their code and | |||
|
4873 | are listed in each file. | |||
|
4874 | ||||
|
4875 | Some files (DPyGetOpt.py, for example) may be licensed under different | |||
|
4876 | conditions. Ultimately each file indicates clearly the conditions under | |||
|
4877 | which its author/authors have decided to publish the code. | |||
|
4878 | ||||
|
4879 | Versions of IPython up to and including 0.6.3 were released under the | |||
|
4880 | GNU Lesser General Public License (LGPL), available at | |||
|
4881 | http://www.gnu.org/copyleft/lesser.html. | |||
|
4882 | ||||
|
4883 | Credits | |||
|
4884 | ======= | |||
|
4885 | ||||
|
4886 | IPython is mainly developed by Fernando Pérez | |||
|
4887 | <Fernando.Perez@colorado.edu>, but the project was born from mixing in | |||
|
4888 | Fernando's code with the IPP project by Janko Hauser | |||
|
4889 | <jhauser-AT-zscout.de> and LazyPython by Nathan Gray | |||
|
4890 | <n8gray-AT-caltech.edu>. For all IPython-related requests, please | |||
|
4891 | contact Fernando. | |||
|
4892 | ||||
|
4893 | As of early 2006, the following developers have joined the core team: | |||
|
4894 | ||||
|
4895 | * [Robert Kern] <rkern-AT-enthought.com>: co-mentored the 2005 | |||
|
4896 | Google Summer of Code project to develop python interactive | |||
|
4897 | notebooks (XML documents) and graphical interface. This project | |||
|
4898 | was awarded to the students Tzanko Matev <tsanko-AT-gmail.com> and | |||
|
4899 | Toni Alatalo <antont-AT-an.org> | |||
|
4900 | * [Brian Granger] <bgranger-AT-scu.edu>: extending IPython to allow | |||
|
4901 | support for interactive parallel computing. | |||
|
4902 | * [Ville Vainio] <vivainio-AT-gmail.com>: Ville is the new | |||
|
4903 | maintainer for the main trunk of IPython after version 0.7.1. | |||
|
4904 | ||||
|
4905 | User or development help should be requested via the IPython mailing lists: | |||
|
4906 | ||||
|
4907 | *User list:* | |||
|
4908 | http://scipy.net/mailman/listinfo/ipython-user | |||
|
4909 | *Developer's list:* | |||
|
4910 | http://scipy.net/mailman/listinfo/ipython-dev | |||
|
4911 | ||||
|
4912 | The IPython project is also very grateful to^7 <footnode.html#foot2913>: | |||
|
4913 | ||||
|
4914 | Bill Bumgarner <bbum-AT-friday.com>: for providing the DPyGetOpt module | |||
|
4915 | which gives very powerful and convenient handling of command-line | |||
|
4916 | options (light years ahead of what Python 2.1.1's getopt module does). | |||
|
4917 | ||||
|
4918 | Ka-Ping Yee <ping-AT-lfw.org>: for providing the Itpl module for | |||
|
4919 | convenient and powerful string interpolation with a much nicer syntax | |||
|
4920 | than formatting through the '%' operator. | |||
|
4921 | ||||
|
4922 | Arnd Baecker <baecker-AT-physik.tu-dresden.de>: for his many very useful | |||
|
4923 | suggestions and comments, and lots of help with testing and | |||
|
4924 | documentation checking. Many of IPython's newer features are a result of | |||
|
4925 | discussions with him (bugs are still my fault, not his). | |||
|
4926 | ||||
|
4927 | Obviously Guido van Rossum and the whole Python development team, that | |||
|
4928 | goes without saying. | |||
|
4929 | ||||
|
4930 | IPython's website is generously hosted at http://ipython.scipy.orgby | |||
|
4931 | Enthought (http://www.enthought.com). I am very grateful to them and all | |||
|
4932 | of the SciPy team for their contribution. | |||
|
4933 | ||||
|
4934 | Fernando would also like to thank Stephen Figgins <fig-AT-monitor.net>, | |||
|
4935 | an O'Reilly Python editor. His Oct/11/2001 article about IPP and | |||
|
4936 | LazyPython, was what got this project started. You can read it at: | |||
|
4937 | http://www.onlamp.com/pub/a/python/2001/10/11/pythonnews.html. | |||
|
4938 | ||||
|
4939 | And last but not least, all the kind IPython users who have emailed new | |||
|
4940 | code, bug reports, fixes, comments and ideas. A brief list follows, | |||
|
4941 | please let me know if I have ommitted your name by accident: | |||
|
4942 | ||||
|
4943 | * [Jack Moffit] <jack-AT-xiph.org> Bug fixes, including the infamous | |||
|
4944 | color problem. This bug alone caused many lost hours and | |||
|
4945 | frustration, many thanks to him for the fix. I've always been a | |||
|
4946 | fan of Ogg & friends, now I have one more reason to like these folks. | |||
|
4947 | Jack is also contributing with Debian packaging and many other | |||
|
4948 | things. | |||
|
4949 | * [Alexander Schmolck] <a.schmolck-AT-gmx.net> Emacs work, bug | |||
|
4950 | reports, bug fixes, ideas, lots more. The ipython.el mode for | |||
|
4951 | (X)Emacs is Alex's code, providing full support for IPython under | |||
|
4952 | (X)Emacs. | |||
|
4953 | * [Andrea Riciputi] <andrea.riciputi-AT-libero.it> Mac OSX | |||
|
4954 | information, Fink package management. | |||
|
4955 | * [Gary Bishop] <gb-AT-cs.unc.edu> Bug reports, and patches to work | |||
|
4956 | around the exception handling idiosyncracies of WxPython. Readline | |||
|
4957 | and color support for Windows. | |||
|
4958 | * [Jeffrey Collins] <Jeff.Collins-AT-vexcel.com> Bug reports. Much | |||
|
4959 | improved readline support, including fixes for Python 2.3. | |||
|
4960 | * [Dryice Liu] <dryice-AT-liu.com.cn> FreeBSD port. | |||
|
4961 | * [Mike Heeter] <korora-AT-SDF.LONESTAR.ORG> | |||
|
4962 | * [Christopher Hart] <hart-AT-caltech.edu> PDB integration. | |||
|
4963 | * [Milan Zamazal] <pdm-AT-zamazal.org> Emacs info. | |||
|
4964 | * [Philip Hisley] <compsys-AT-starpower.net> | |||
|
4965 | * [Holger Krekel] <pyth-AT-devel.trillke.net> Tab completion, lots | |||
|
4966 | more. | |||
|
4967 | * [Robin Siebler] <robinsiebler-AT-starband.net> | |||
|
4968 | * [Ralf Ahlbrink] <ralf_ahlbrink-AT-web.de> | |||
|
4969 | * [Thorsten Kampe] <thorsten-AT-thorstenkampe.de> | |||
|
4970 | * [Fredrik Kant] <fredrik.kant-AT-front.com> Windows setup. | |||
|
4971 | * [Syver Enstad] <syver-en-AT-online.no> Windows setup. | |||
|
4972 | * [Richard] <rxe-AT-renre-europe.com> Global embedding. | |||
|
4973 | * [Hayden Callow] <h.callow-AT-elec.canterbury.ac.nz> Gnuplot.py 1.6 | |||
|
4974 | compatibility. | |||
|
4975 | * [Leonardo Santagada] <retype-AT-terra.com.br> Fixes for Windows | |||
|
4976 | installation. | |||
|
4977 | * [Christopher Armstrong] <radix-AT-twistedmatrix.com> Bugfixes. | |||
|
4978 | * [Francois Pinard] <pinard-AT-iro.umontreal.ca> Code and | |||
|
4979 | documentation fixes. | |||
|
4980 | * [Cory Dodt] <cdodt-AT-fcoe.k12.ca.us> Bug reports and Windows | |||
|
4981 | ideas. Patches for Windows installer. | |||
|
4982 | * [Olivier Aubert] <oaubert-AT-bat710.univ-lyon1.fr> New magics. | |||
|
4983 | * [King C. Shu] <kingshu-AT-myrealbox.com> Autoindent patch. | |||
|
4984 | * [Chris Drexler] <chris-AT-ac-drexler.de> Readline packages for | |||
|
4985 | Win32/CygWin. | |||
|
4986 | * [Gustavo Cordova Avila] <gcordova-AT-sismex.com> EvalDict code for | |||
|
4987 | nice, lightweight string interpolation. | |||
|
4988 | * [Kasper Souren] <Kasper.Souren-AT-ircam.fr> Bug reports, ideas. | |||
|
4989 | * [Gever Tulley] <gever-AT-helium.com> Code contributions. | |||
|
4990 | * [Ralf Schmitt] <ralf-AT-brainbot.com> Bug reports & fixes. | |||
|
4991 | * [Oliver Sander] <osander-AT-gmx.de> Bug reports. | |||
|
4992 | * [Rod Holland] <rhh-AT-structurelabs.com> Bug reports and fixes to | |||
|
4993 | logging module. | |||
|
4994 | * [Daniel 'Dang' Griffith] <pythondev-dang-AT-lazytwinacres.net> | |||
|
4995 | Fixes, enhancement suggestions for system shell use. | |||
|
4996 | * [Viktor Ransmayr] <viktor.ransmayr-AT-t-online.de> Tests and | |||
|
4997 | reports on Windows installation issues. Contributed a true Windows | |||
|
4998 | binary installer. | |||
|
4999 | * [Mike Salib] <msalib-AT-mit.edu> Help fixing a subtle bug related | |||
|
5000 | to traceback printing. | |||
|
5001 | * [W.J. van der Laan] <gnufnork-AT-hetdigitalegat.nl> Bash-like | |||
|
5002 | prompt specials. | |||
|
5003 | * [Antoon Pardon] <Antoon.Pardon-AT-rece.vub.ac.be> Critical fix for | |||
|
5004 | the multithreaded IPython. | |||
|
5005 | * [John Hunter] <jdhunter-AT-nitace.bsd.uchicago.edu> Matplotlib | |||
|
5006 | author, helped with all the development of support for matplotlib | |||
|
5007 | in IPyhton, including making necessary changes to matplotlib itself. | |||
|
5008 | * [Matthew Arnison] <maffew-AT-cat.org.au> Bug reports, '%run -d' idea. | |||
|
5009 | * [Prabhu Ramachandran] <prabhu_r-AT-users.sourceforge.net> Help | |||
|
5010 | with (X)Emacs support, threading patches, ideas... | |||
|
5011 | * [Norbert Tretkowski] <tretkowski-AT-inittab.de> help with Debian | |||
|
5012 | packaging and distribution. | |||
|
5013 | * [George Sakkis] <gsakkis-AT-eden.rutgers.edu> New matcher for | |||
|
5014 | tab-completing named arguments of user-defined functions. | |||
|
5015 | * [Jörgen Stenarson] <jorgen.stenarson-AT-bostream.nu> Wildcard | |||
|
5016 | support implementation for searching namespaces. | |||
|
5017 | * [Vivian De Smedt] <vivian-AT-vdesmedt.com> Debugger enhancements, | |||
|
5018 | so that when pdb is activated from within IPython, coloring, tab | |||
|
5019 | completion and other features continue to work seamlessly. | |||
|
5020 | * [Scott Tsai] <scottt958-AT-yahoo.com.tw> Support for automatic | |||
|
5021 | editor invocation on syntax errors (see | |||
|
5022 | http://www.scipy.net/roundup/ipython/issue36). | |||
|
5023 | * [Alexander Belchenko] <bialix-AT-ukr.net> Improvements for win32 | |||
|
5024 | paging system. | |||
|
5025 | * [Will Maier] <willmaier-AT-ml1.net> Official OpenBSD port. | |||
|
5026 |
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