|
1 |
| -.. _dump-index: |
| 1 | +.. currentmodule:: matplotlib |
2 | 2 |
|
| 3 | +.. _mpl-shell: |
3 | 4 | ===================
|
4 | 5 | Interactive plots
|
5 | 6 | ===================
|
6 | 7 |
|
7 | 8 | .. toctree::
|
8 | 9 | :maxdepth: 2
|
9 | 10 |
|
10 |
| - navigation_toolbar.rst |
11 |
| - shell.rst |
12 |
| - event_handling.rst |
13 | 11 | interactive_guide
|
| 12 | + event_handling.rst |
| 13 | + |
| 14 | + |
| 15 | +By default, matplotlib defers drawing until explicitly asked. Drawing |
| 16 | +can be an expensive operation, and you do not want to re-render the |
| 17 | +figure every time a single property is changed, only once after all |
| 18 | +the properties have changed and the figure is displayed on the screen |
| 19 | +or saved to disk. When working in a shell, one typically wants the |
| 20 | +figure to re-draw after every user command (ex when the prompt comes |
| 21 | +back). *interactive* mode of :mod:`~.pyplot` takes care of arranging |
| 22 | +such that if any open figures are :ref:`stale <stale_artists>`, they |
| 23 | +will be re-drawn just before the prompt is returned to the user. |
| 24 | + |
| 25 | +.. _ipython-pylab: |
| 26 | + |
| 27 | +IPython to the rescue |
| 28 | +===================== |
| 29 | + |
| 30 | +We recommend using IPython for an interactive shell. In addition to |
| 31 | +all of it's features (improved tab-completion, magics, |
| 32 | +multiline-editing, etc), it also ensures that the GUI toolkit is |
| 33 | +properly integrated with the command line (see :ref:`cp_integration`). |
| 34 | +To configure the integration and enable interactive mode do:: |
| 35 | + |
| 36 | +.. sourcecode:: ipython |
| 37 | + |
| 38 | + user@machine:~ $ ipython |
| 39 | + Python 3.6.4 (default, Dec 23 2017, 19:07:07) |
| 40 | + Type 'copyright', 'credits' or 'license' for more information |
| 41 | + IPython 6.2.1 -- An enhanced Interactive Python. Type '?' for help. |
| 42 | + |
| 43 | + In [1]: %matplotlib |
| 44 | + iUsing matplotlib backend: Qt5Agg |
| 45 | + |
| 46 | + In [2]: import matplotlib.pyplot as plt |
| 47 | + |
| 48 | + In [3]: |
| 49 | + |
| 50 | +Calling |
| 51 | + |
| 52 | +.. sourcecode:: ipython |
| 53 | + |
| 54 | + In [3]: fig, ax = plt.subplots() |
| 55 | + |
| 56 | +will pop open a window for you and |
| 57 | + |
| 58 | +.. sourcecode:: ipython |
| 59 | + |
| 60 | + In [4]: ln, = ax.plot(range(5)) |
| 61 | + |
| 62 | +will show your data in the window. If you |
| 63 | +want to change anything about the line, ex the color |
| 64 | + |
| 65 | +.. sourcecode:: ipython |
| 66 | + |
| 67 | + In [5]: ln.set_color('orange') |
| 68 | + |
| 69 | +will be reflected immediately. |
| 70 | + |
| 71 | + |
| 72 | + |
| 73 | +.. _other-shells: |
| 74 | + |
| 75 | +Other python interpreters |
| 76 | +========================= |
| 77 | + |
| 78 | +If you can not or do not want to use IPython, interactive mode |
| 79 | +should work in the vanilla python prompt |
| 80 | + |
| 81 | + |
| 82 | +.. sourcecode:: python |
| 83 | + |
| 84 | + user@machine:~ $ python |
| 85 | + Python 3.6.4 (default, Dec 23 2017, 19:07:07) |
| 86 | + [GCC 7.2.1 20171128] on linux |
| 87 | + Type "help", "copyright", "credits" or "license" for more information. |
| 88 | + >>> import matplotlib.pyplot as plt |
| 89 | + >>> plt.ion() |
| 90 | + >>> |
| 91 | + |
| 92 | +however this does not ensure that the event hook is properly installed |
| 93 | +and your figures may not be responsive (see :ref:`cp_integration`). |
| 94 | + |
| 95 | +GUI python prompts may or may not work with all backends. For |
| 96 | +example, if you use the IDLE IDE you must use the 'tkagg' backend (as |
| 97 | +IDLE is a Tk application.. However, if you use spyder, the |
| 98 | +interactive shell is run in a sub process of the GUI and you can use |
| 99 | +any backend. |
| 100 | + |
| 101 | + |
| 102 | +.. _controlling-interactive: |
| 103 | + |
| 104 | +Controlling interactive updating |
| 105 | +================================ |
| 106 | + |
| 107 | + |
| 108 | +To control and query the current state of *interactive* mode |
| 109 | + |
| 110 | +.. autosummary:: |
| 111 | + :template: autosummary.rst |
| 112 | + :nosignatures: |
| 113 | + |
| 114 | + pyplot.ion |
| 115 | + pyplot.ioff |
| 116 | + pyplot.isinteractive |
| 117 | + |
| 118 | +When working with a big figure in which drawing is expensive, you may |
| 119 | +want to turn matplotlib's interactive setting off temporarily to avoid |
| 120 | +the performance hit:: |
| 121 | + |
| 122 | + |
| 123 | + >>> #create big-expensive-figure |
| 124 | + >>> plt.ioff() # turn updates off |
| 125 | + >>> ax.set_title('now how much would you pay?') |
| 126 | + >>> fig.canvas.draw_idle() # force a draw |
| 127 | + >>> fig.savefig('alldone', dpi=300) |
| 128 | + >>> plt.close('all') |
| 129 | + >>> plt.ion() # turn updating back on |
| 130 | + >>> fig, ax = plt.subplots() |
| 131 | + >>> ax.plot(rand(20), mfc='g', mec='r', ms=40, mew=4, ls='--', lw=3) |
| 132 | + |
| 133 | + |
| 134 | +Default UI |
| 135 | +========== |
| 136 | + |
| 137 | + |
| 138 | +.. toctree:: |
| 139 | + :maxdepth: 1 |
| 140 | + |
| 141 | + navigation_toolbar.rst |
| 142 | + |
| 143 | + |
| 144 | +The windows created by :mod:`~.pyplot` have an interactive toolbar and |
| 145 | +has a number of helpful keybindings by default. |
| 146 | + |
| 147 | +.. _key-event-handling: |
| 148 | + |
| 149 | +Navigation Keyboard Shortcuts |
| 150 | +----------------------------- |
| 151 | + |
| 152 | +The following table holds all the default keys, which can be |
| 153 | +overwritten by use of your matplotlibrc (#keymap.\*). |
| 154 | + |
| 155 | +================================== ================================================= |
| 156 | +Command Keyboard Shortcut(s) |
| 157 | +================================== ================================================= |
| 158 | +Home/Reset **h** or **r** or **home** |
| 159 | +Back **c** or **left arrow** or **backspace** |
| 160 | +Forward **v** or **right arrow** |
| 161 | +Pan/Zoom **p** |
| 162 | +Zoom-to-rect **o** |
| 163 | +Save **ctrl** + **s** |
| 164 | +Toggle fullscreen **f** or **ctrl** + **f** |
| 165 | +Close plot **ctrl** + **w** |
| 166 | +Close all plots **shift** + **w** |
| 167 | +Constrain pan/zoom to x axis hold **x** when panning/zooming with mouse |
| 168 | +Constrain pan/zoom to y axis hold **y** when panning/zooming with mouse |
| 169 | +Preserve aspect ratio hold **CONTROL** when panning/zooming with mouse |
| 170 | +Toggle major grids **g** when mouse is over an axes |
| 171 | +Toggle minor grids **G** when mouse is over an axes |
| 172 | +Toggle x axis scale (log/linear) **L** or **k** when mouse is over an axes |
| 173 | +Toggle y axis scale (log/linear) **l** when mouse is over an axes |
| 174 | +================================== ================================================= |
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