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@@ -1,479 +1,498 b'' | |||
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1 | 1 | # -*- coding: utf-8 -*- |
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2 | 2 | """Pylab (matplotlib) support utilities.""" |
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3 | 3 | |
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4 | 4 | # Copyright (c) IPython Development Team. |
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5 | 5 | # Distributed under the terms of the Modified BSD License. |
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6 | 6 | |
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7 | 7 | from io import BytesIO |
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8 | 8 | from binascii import b2a_base64 |
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9 | 9 | from functools import partial |
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10 | 10 | import warnings |
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11 | 11 | |
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12 | 12 | from IPython.core.display import _pngxy |
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13 | 13 | from IPython.utils.decorators import flag_calls |
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14 | 14 | |
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15 | 15 | |
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16 | 16 | # Matplotlib backend resolution functionality moved from IPython to Matplotlib |
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17 | 17 | # in IPython 8.24 and Matplotlib 3.9.1. Need to keep `backends` and `backend2gui` |
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18 | 18 | # here for earlier Matplotlib and for external backend libraries such as |
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19 | 19 | # mplcairo that might rely upon it. |
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20 | 20 | _deprecated_backends = { |
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21 | 21 | "tk": "TkAgg", |
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22 | 22 | "gtk": "GTKAgg", |
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23 | 23 | "gtk3": "GTK3Agg", |
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24 | 24 | "gtk4": "GTK4Agg", |
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25 | 25 | "wx": "WXAgg", |
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26 | 26 | "qt4": "Qt4Agg", |
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27 | 27 | "qt5": "Qt5Agg", |
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28 | 28 | "qt6": "QtAgg", |
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29 | 29 | "qt": "QtAgg", |
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30 | 30 | "osx": "MacOSX", |
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31 | 31 | "nbagg": "nbAgg", |
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32 | 32 | "webagg": "WebAgg", |
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33 | 33 | "notebook": "nbAgg", |
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34 | 34 | "agg": "agg", |
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35 | 35 | "svg": "svg", |
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36 | 36 | "pdf": "pdf", |
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37 | 37 | "ps": "ps", |
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38 | 38 | "inline": "module://matplotlib_inline.backend_inline", |
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39 | 39 | "ipympl": "module://ipympl.backend_nbagg", |
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40 | 40 | "widget": "module://ipympl.backend_nbagg", |
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41 | 41 | } |
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42 | 42 | |
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43 | 43 | # We also need a reverse backends2guis mapping that will properly choose which |
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44 | 44 | # GUI support to activate based on the desired matplotlib backend. For the |
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45 | 45 | # most part it's just a reverse of the above dict, but we also need to add a |
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46 | 46 | # few others that map to the same GUI manually: |
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47 | 47 | _deprecated_backend2gui = dict( |
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48 | 48 | zip(_deprecated_backends.values(), _deprecated_backends.keys()) |
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49 | 49 | ) |
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50 | 50 | # In the reverse mapping, there are a few extra valid matplotlib backends that |
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51 | 51 | # map to the same GUI support |
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52 | 52 | _deprecated_backend2gui["GTK"] = _deprecated_backend2gui["GTKCairo"] = "gtk" |
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53 | 53 | _deprecated_backend2gui["GTK3Cairo"] = "gtk3" |
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54 | 54 | _deprecated_backend2gui["GTK4Cairo"] = "gtk4" |
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55 | 55 | _deprecated_backend2gui["WX"] = "wx" |
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56 | 56 | _deprecated_backend2gui["CocoaAgg"] = "osx" |
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57 | 57 | # There needs to be a hysteresis here as the new QtAgg Matplotlib backend |
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58 | 58 | # supports either Qt5 or Qt6 and the IPython qt event loop support Qt4, Qt5, |
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59 | 59 | # and Qt6. |
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60 | 60 | _deprecated_backend2gui["QtAgg"] = "qt" |
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61 | 61 | _deprecated_backend2gui["Qt4Agg"] = "qt4" |
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62 | 62 | _deprecated_backend2gui["Qt5Agg"] = "qt5" |
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63 | 63 | |
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64 | 64 | # And some backends that don't need GUI integration |
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65 | 65 | del _deprecated_backend2gui["nbAgg"] |
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66 | 66 | del _deprecated_backend2gui["agg"] |
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67 | 67 | del _deprecated_backend2gui["svg"] |
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68 | 68 | del _deprecated_backend2gui["pdf"] |
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69 | 69 | del _deprecated_backend2gui["ps"] |
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70 | 70 | del _deprecated_backend2gui["module://matplotlib_inline.backend_inline"] |
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71 | 71 | del _deprecated_backend2gui["module://ipympl.backend_nbagg"] |
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72 | 72 | |
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73 | 73 | |
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74 | 74 | # Deprecated attributes backends and backend2gui mostly following PEP 562. |
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75 | 75 | def __getattr__(name): |
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76 | 76 | if name in ("backends", "backend2gui"): |
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77 | 77 | warnings.warn( |
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78 | 78 | f"{name} is deprecated since IPython 8.24, backends are managed " |
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79 | 79 | "in matplotlib and can be externally registered.", |
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80 | 80 | DeprecationWarning) |
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81 | 81 | return globals()[f"_deprecated_{name}"] |
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82 | 82 | raise AttributeError(f"module {__name__!r} has no attribute {name!r}") |
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83 | 83 | |
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84 | 84 | |
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85 | 85 | #----------------------------------------------------------------------------- |
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86 | 86 | # Matplotlib utilities |
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87 | 87 | #----------------------------------------------------------------------------- |
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88 | 88 | |
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89 | 89 | |
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90 | 90 | def getfigs(*fig_nums): |
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91 | 91 | """Get a list of matplotlib figures by figure numbers. |
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92 | 92 | |
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93 | 93 | If no arguments are given, all available figures are returned. If the |
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94 | 94 | argument list contains references to invalid figures, a warning is printed |
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95 | 95 | but the function continues pasting further figures. |
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96 | 96 | |
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97 | 97 | Parameters |
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98 | 98 | ---------- |
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99 | 99 | figs : tuple |
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100 | 100 | A tuple of ints giving the figure numbers of the figures to return. |
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101 | 101 | """ |
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102 | 102 | from matplotlib._pylab_helpers import Gcf |
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103 | 103 | if not fig_nums: |
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104 | 104 | fig_managers = Gcf.get_all_fig_managers() |
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105 | 105 | return [fm.canvas.figure for fm in fig_managers] |
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106 | 106 | else: |
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107 | 107 | figs = [] |
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108 | 108 | for num in fig_nums: |
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109 | 109 | f = Gcf.figs.get(num) |
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110 | 110 | if f is None: |
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111 | 111 | print('Warning: figure %s not available.' % num) |
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112 | 112 | else: |
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113 | 113 | figs.append(f.canvas.figure) |
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114 | 114 | return figs |
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115 | 115 | |
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116 | 116 | |
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117 | 117 | def figsize(sizex, sizey): |
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118 | 118 | """Set the default figure size to be [sizex, sizey]. |
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119 | 119 | |
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120 | 120 | This is just an easy to remember, convenience wrapper that sets:: |
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121 | 121 | |
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122 | 122 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
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123 | 123 | """ |
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124 | 124 | import matplotlib |
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125 | 125 | matplotlib.rcParams['figure.figsize'] = [sizex, sizey] |
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126 | 126 | |
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127 | 127 | |
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128 | 128 | def print_figure(fig, fmt="png", bbox_inches="tight", base64=False, **kwargs): |
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129 | 129 | """Print a figure to an image, and return the resulting file data |
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130 | 130 | |
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131 | 131 | Returned data will be bytes unless ``fmt='svg'``, |
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132 | 132 | in which case it will be unicode. |
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133 | 133 | |
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134 | 134 | Any keyword args are passed to fig.canvas.print_figure, |
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135 | 135 | such as ``quality`` or ``bbox_inches``. |
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136 | 136 | |
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137 | 137 | If `base64` is True, return base64-encoded str instead of raw bytes |
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138 | 138 | for binary-encoded image formats |
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139 | 139 | |
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140 | 140 | .. versionadded:: 7.29 |
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141 | 141 | base64 argument |
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142 | 142 | """ |
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143 | 143 | # When there's an empty figure, we shouldn't return anything, otherwise we |
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144 | 144 | # get big blank areas in the qt console. |
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145 | 145 | if not fig.axes and not fig.lines: |
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146 | 146 | return |
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147 | 147 | |
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148 | 148 | dpi = fig.dpi |
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149 | 149 | if fmt == 'retina': |
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150 | 150 | dpi = dpi * 2 |
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151 | 151 | fmt = 'png' |
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152 | 152 | |
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153 | 153 | # build keyword args |
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154 | 154 | kw = { |
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155 | 155 | "format":fmt, |
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156 | 156 | "facecolor":fig.get_facecolor(), |
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157 | 157 | "edgecolor":fig.get_edgecolor(), |
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158 | 158 | "dpi":dpi, |
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159 | 159 | "bbox_inches":bbox_inches, |
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160 | 160 | } |
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161 | 161 | # **kwargs get higher priority |
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162 | 162 | kw.update(kwargs) |
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163 | 163 | |
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164 | 164 | bytes_io = BytesIO() |
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165 | 165 | if fig.canvas is None: |
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166 | 166 | from matplotlib.backend_bases import FigureCanvasBase |
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167 | 167 | FigureCanvasBase(fig) |
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168 | 168 | |
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169 | 169 | fig.canvas.print_figure(bytes_io, **kw) |
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170 | 170 | data = bytes_io.getvalue() |
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171 | 171 | if fmt == 'svg': |
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172 | 172 | data = data.decode('utf-8') |
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173 | 173 | elif base64: |
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174 | 174 | data = b2a_base64(data, newline=False).decode("ascii") |
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175 | 175 | return data |
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176 | 176 | |
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177 | 177 | def retina_figure(fig, base64=False, **kwargs): |
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178 | 178 | """format a figure as a pixel-doubled (retina) PNG |
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179 | 179 | |
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180 | 180 | If `base64` is True, return base64-encoded str instead of raw bytes |
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181 | 181 | for binary-encoded image formats |
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182 | 182 | |
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183 | 183 | .. versionadded:: 7.29 |
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184 | 184 | base64 argument |
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185 | 185 | """ |
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186 | 186 | pngdata = print_figure(fig, fmt="retina", base64=False, **kwargs) |
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187 | 187 | # Make sure that retina_figure acts just like print_figure and returns |
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188 | 188 | # None when the figure is empty. |
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189 | 189 | if pngdata is None: |
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190 | 190 | return |
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191 | 191 | w, h = _pngxy(pngdata) |
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192 | 192 | metadata = {"width": w//2, "height":h//2} |
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193 | 193 | if base64: |
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194 | 194 | pngdata = b2a_base64(pngdata, newline=False).decode("ascii") |
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195 | 195 | return pngdata, metadata |
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196 | 196 | |
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197 | 197 | |
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198 | 198 | # We need a little factory function here to create the closure where |
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199 | 199 | # safe_execfile can live. |
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200 | 200 | def mpl_runner(safe_execfile): |
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201 | 201 | """Factory to return a matplotlib-enabled runner for %run. |
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202 | 202 | |
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203 | 203 | Parameters |
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204 | 204 | ---------- |
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205 | 205 | safe_execfile : function |
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206 | 206 | This must be a function with the same interface as the |
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207 | 207 | :meth:`safe_execfile` method of IPython. |
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208 | 208 | |
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209 | 209 | Returns |
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210 | 210 | ------- |
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211 | 211 | A function suitable for use as the ``runner`` argument of the %run magic |
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212 | 212 | function. |
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213 | 213 | """ |
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214 | 214 | |
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215 | 215 | def mpl_execfile(fname,*where,**kw): |
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216 | 216 | """matplotlib-aware wrapper around safe_execfile. |
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217 | 217 | |
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218 | 218 | Its interface is identical to that of the :func:`execfile` builtin. |
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219 | 219 | |
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220 | 220 | This is ultimately a call to execfile(), but wrapped in safeties to |
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221 | 221 | properly handle interactive rendering.""" |
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222 | 222 | |
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223 | 223 | import matplotlib |
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224 | 224 | import matplotlib.pyplot as plt |
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225 | 225 | |
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226 | 226 | #print '*** Matplotlib runner ***' # dbg |
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227 | 227 | # turn off rendering until end of script |
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228 | 228 | with matplotlib.rc_context({"interactive": False}): |
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229 | 229 | safe_execfile(fname, *where, **kw) |
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230 | 230 | |
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231 | 231 | if matplotlib.is_interactive(): |
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232 | 232 | plt.show() |
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233 | 233 | |
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234 | 234 | # make rendering call now, if the user tried to do it |
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235 | 235 | if plt.draw_if_interactive.called: |
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236 | 236 | plt.draw() |
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237 | 237 | plt.draw_if_interactive.called = False |
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238 | 238 | |
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239 | 239 | # re-draw everything that is stale |
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240 | 240 | try: |
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241 | 241 | da = plt.draw_all |
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242 | 242 | except AttributeError: |
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243 | 243 | pass |
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244 | 244 | else: |
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245 | 245 | da() |
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246 | 246 | |
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247 | 247 | return mpl_execfile |
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248 | 248 | |
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249 | 249 | |
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250 | 250 | def _reshow_nbagg_figure(fig): |
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251 | 251 | """reshow an nbagg figure""" |
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252 | 252 | try: |
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253 | 253 | reshow = fig.canvas.manager.reshow |
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254 | 254 | except AttributeError as e: |
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255 | 255 | raise NotImplementedError() from e |
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256 | 256 | else: |
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257 | 257 | reshow() |
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258 | 258 | |
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259 | 259 | |
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260 | 260 | def select_figure_formats(shell, formats, **kwargs): |
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261 | 261 | """Select figure formats for the inline backend. |
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262 | 262 | |
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263 | 263 | Parameters |
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264 | 264 | ---------- |
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265 | 265 | shell : InteractiveShell |
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266 | 266 | The main IPython instance. |
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267 | 267 | formats : str or set |
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268 | 268 | One or a set of figure formats to enable: 'png', 'retina', 'jpeg', 'svg', 'pdf'. |
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269 | 269 | **kwargs : any |
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270 | 270 | Extra keyword arguments to be passed to fig.canvas.print_figure. |
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271 | 271 | """ |
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272 | 272 | import matplotlib |
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273 | 273 | from matplotlib.figure import Figure |
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274 | 274 | |
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275 | 275 | svg_formatter = shell.display_formatter.formatters['image/svg+xml'] |
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276 | 276 | png_formatter = shell.display_formatter.formatters['image/png'] |
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277 | 277 | jpg_formatter = shell.display_formatter.formatters['image/jpeg'] |
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278 | 278 | pdf_formatter = shell.display_formatter.formatters['application/pdf'] |
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279 | 279 | |
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280 | 280 | if isinstance(formats, str): |
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281 | 281 | formats = {formats} |
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282 | 282 | # cast in case of list / tuple |
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283 | 283 | formats = set(formats) |
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284 | 284 | |
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285 | 285 | [ f.pop(Figure, None) for f in shell.display_formatter.formatters.values() ] |
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286 | 286 | mplbackend = matplotlib.get_backend().lower() |
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287 | 287 | if mplbackend in ("nbagg", "ipympl", "widget", "module://ipympl.backend_nbagg"): |
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288 | 288 | formatter = shell.display_formatter.ipython_display_formatter |
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289 | 289 | formatter.for_type(Figure, _reshow_nbagg_figure) |
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290 | 290 | |
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291 | 291 | supported = {'png', 'png2x', 'retina', 'jpg', 'jpeg', 'svg', 'pdf'} |
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292 | 292 | bad = formats.difference(supported) |
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293 | 293 | if bad: |
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294 | 294 | bs = "%s" % ','.join([repr(f) for f in bad]) |
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295 | 295 | gs = "%s" % ','.join([repr(f) for f in supported]) |
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296 | 296 | raise ValueError("supported formats are: %s not %s" % (gs, bs)) |
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297 | 297 | |
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298 | 298 | if "png" in formats: |
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299 | 299 | png_formatter.for_type( |
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300 | 300 | Figure, partial(print_figure, fmt="png", base64=True, **kwargs) |
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301 | 301 | ) |
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302 | 302 | if "retina" in formats or "png2x" in formats: |
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303 | 303 | png_formatter.for_type(Figure, partial(retina_figure, base64=True, **kwargs)) |
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304 | 304 | if "jpg" in formats or "jpeg" in formats: |
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305 | 305 | jpg_formatter.for_type( |
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306 | 306 | Figure, partial(print_figure, fmt="jpg", base64=True, **kwargs) |
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307 | 307 | ) |
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308 | 308 | if "svg" in formats: |
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309 | 309 | svg_formatter.for_type(Figure, partial(print_figure, fmt="svg", **kwargs)) |
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310 | 310 | if "pdf" in formats: |
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311 | 311 | pdf_formatter.for_type( |
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312 | 312 | Figure, partial(print_figure, fmt="pdf", base64=True, **kwargs) |
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313 | 313 | ) |
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314 | 314 | |
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315 | 315 | #----------------------------------------------------------------------------- |
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316 | 316 | # Code for initializing matplotlib and importing pylab |
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317 | 317 | #----------------------------------------------------------------------------- |
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318 | 318 | |
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319 | 319 | |
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320 | 320 | def find_gui_and_backend(gui=None, gui_select=None): |
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321 | 321 | """Given a gui string return the gui and mpl backend. |
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322 | 322 | |
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323 | 323 | Parameters |
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324 | 324 | ---------- |
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325 | 325 | gui : str |
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326 | 326 | Can be one of ('tk','gtk','wx','qt','qt4','inline','agg'). |
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327 | 327 | gui_select : str |
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328 | 328 | Can be one of ('tk','gtk','wx','qt','qt4','inline'). |
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329 | 329 | This is any gui already selected by the shell. |
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330 | 330 | |
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331 | 331 | Returns |
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332 | 332 | ------- |
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333 | 333 | A tuple of (gui, backend) where backend is one of ('TkAgg','GTKAgg', |
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334 | 334 | 'WXAgg','Qt4Agg','module://matplotlib_inline.backend_inline','agg'). |
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335 | 335 | """ |
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336 | 336 | |
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337 | 337 | import matplotlib |
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338 | 338 | |
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339 | 339 | if _matplotlib_manages_backends(): |
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340 | 340 | backend_registry = matplotlib.backends.registry.backend_registry |
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341 | 341 | |
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342 | 342 | # gui argument may be a gui event loop or may be a backend name. |
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343 | 343 | if gui in ("auto", None): |
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344 | 344 | backend = matplotlib.rcParamsOrig["backend"] |
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345 | 345 | backend, gui = backend_registry.resolve_backend(backend) |
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346 | 346 | else: |
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347 | 347 | backend, gui = backend_registry.resolve_gui_or_backend(gui) |
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348 | 348 | |
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349 | 349 | return gui, backend |
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350 | 350 | |
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351 | 351 | # Fallback to previous behaviour (Matplotlib < 3.9) |
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352 | 352 | mpl_version_info = getattr(matplotlib, "__version_info__", (0, 0)) |
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353 | 353 | has_unified_qt_backend = mpl_version_info >= (3, 5) |
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354 | 354 | |
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355 | 355 | from IPython.core.pylabtools import backends |
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356 | 356 | |
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357 | 357 | backends_ = dict(backends) |
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358 | 358 | if not has_unified_qt_backend: |
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359 | 359 | backends_["qt"] = "qt5agg" |
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360 | 360 | |
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361 | 361 | if gui and gui != 'auto': |
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362 | 362 | # select backend based on requested gui |
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363 | 363 | backend = backends_[gui] |
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364 | 364 | if gui == 'agg': |
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365 | 365 | gui = None |
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366 | 366 | else: |
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367 | 367 | # We need to read the backend from the original data structure, *not* |
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368 | 368 | # from mpl.rcParams, since a prior invocation of %matplotlib may have |
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369 | 369 | # overwritten that. |
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370 | 370 | # WARNING: this assumes matplotlib 1.1 or newer!! |
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371 | 371 | backend = matplotlib.rcParamsOrig['backend'] |
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372 | 372 | # In this case, we need to find what the appropriate gui selection call |
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373 | 373 | # should be for IPython, so we can activate inputhook accordingly |
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374 | 374 | from IPython.core.pylabtools import backend2gui |
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375 | 375 | gui = backend2gui.get(backend, None) |
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376 | 376 | |
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377 | 377 | # If we have already had a gui active, we need it and inline are the |
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378 | 378 | # ones allowed. |
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379 | 379 | if gui_select and gui != gui_select: |
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380 | 380 | gui = gui_select |
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381 | 381 | backend = backends_[gui] |
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382 | 382 | |
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383 | 383 | # Matplotlib before _matplotlib_manages_backends() can return "inline" for |
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384 | 384 | # no gui event loop rather than the None that IPython >= 8.24.0 expects. |
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385 | 385 | if gui == "inline": |
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386 | 386 | gui = None |
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387 | 387 | |
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388 | 388 | return gui, backend |
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389 | 389 | |
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390 | 390 | |
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391 | 391 | def activate_matplotlib(backend): |
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392 | 392 | """Activate the given backend and set interactive to True.""" |
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393 | 393 | |
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394 | 394 | import matplotlib |
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395 | 395 | matplotlib.interactive(True) |
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396 | 396 | |
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397 | 397 | # Matplotlib had a bug where even switch_backend could not force |
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398 | 398 | # the rcParam to update. This needs to be set *before* the module |
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399 | 399 | # magic of switch_backend(). |
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400 | 400 | matplotlib.rcParams['backend'] = backend |
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401 | 401 | |
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402 | 402 | # Due to circular imports, pyplot may be only partially initialised |
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403 | 403 | # when this function runs. |
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404 | 404 | # So avoid needing matplotlib attribute-lookup to access pyplot. |
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405 | 405 | from matplotlib import pyplot as plt |
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406 | 406 | |
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407 | 407 | plt.switch_backend(backend) |
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408 | 408 | |
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409 | 409 | plt.show._needmain = False |
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410 | 410 | # We need to detect at runtime whether show() is called by the user. |
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411 | 411 | # For this, we wrap it into a decorator which adds a 'called' flag. |
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412 | 412 | plt.draw_if_interactive = flag_calls(plt.draw_if_interactive) |
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413 | 413 | |
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414 | 414 | |
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415 | 415 | def import_pylab(user_ns, import_all=True): |
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416 | 416 | """Populate the namespace with pylab-related values. |
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417 | 417 | |
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418 | 418 | Imports matplotlib, pylab, numpy, and everything from pylab and numpy. |
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419 | 419 | |
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420 | 420 | Also imports a few names from IPython (figsize, display, getfigs) |
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421 | 421 | |
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422 | 422 | """ |
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423 | 423 | |
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424 | 424 | # Import numpy as np/pyplot as plt are conventions we're trying to |
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425 | 425 | # somewhat standardize on. Making them available to users by default |
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426 | 426 | # will greatly help this. |
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427 | 427 | s = ("import numpy\n" |
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428 | 428 | "import matplotlib\n" |
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429 | 429 | "from matplotlib import pylab, mlab, pyplot\n" |
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430 | 430 | "np = numpy\n" |
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431 | 431 | "plt = pyplot\n" |
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432 | 432 | ) |
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433 | 433 | exec(s, user_ns) |
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434 | 434 | |
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435 | 435 | if import_all: |
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436 | 436 | s = ("from matplotlib.pylab import *\n" |
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437 | 437 | "from numpy import *\n") |
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438 | 438 | exec(s, user_ns) |
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439 | 439 | |
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440 | 440 | # IPython symbols to add |
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441 | 441 | user_ns['figsize'] = figsize |
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442 | 442 | from IPython.display import display |
|
443 | 443 | # Add display and getfigs to the user's namespace |
|
444 | 444 | user_ns['display'] = display |
|
445 | 445 | user_ns['getfigs'] = getfigs |
|
446 | 446 | |
|
447 | 447 | |
|
448 | 448 | def configure_inline_support(shell, backend): |
|
449 | 449 | """ |
|
450 | 450 | .. deprecated:: 7.23 |
|
451 | 451 | |
|
452 | 452 | use `matplotlib_inline.backend_inline.configure_inline_support()` |
|
453 | 453 | |
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454 | 454 | Configure an IPython shell object for matplotlib use. |
|
455 | 455 | |
|
456 | 456 | Parameters |
|
457 | 457 | ---------- |
|
458 | 458 | shell : InteractiveShell instance |
|
459 | 459 | backend : matplotlib backend |
|
460 | 460 | """ |
|
461 | 461 | warnings.warn( |
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462 | 462 | "`configure_inline_support` is deprecated since IPython 7.23, directly " |
|
463 | 463 | "use `matplotlib_inline.backend_inline.configure_inline_support()`", |
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464 | 464 | DeprecationWarning, |
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465 | 465 | stacklevel=2, |
|
466 | 466 | ) |
|
467 | 467 | |
|
468 | 468 | from matplotlib_inline.backend_inline import ( |
|
469 | 469 | configure_inline_support as configure_inline_support_orig, |
|
470 | 470 | ) |
|
471 | 471 | |
|
472 | 472 | configure_inline_support_orig(shell, backend) |
|
473 | 473 | |
|
474 | 474 | |
|
475 | def _matplotlib_manages_backends(): | |
|
476 | import matplotlib | |
|
475 | # Determine if Matplotlib manages backends only if needed, and cache result. | |
|
476 | # Do not read this directly, instead use _matplotlib_manages_backends(). | |
|
477 | _matplotlib_manages_backends_value: bool | None = None | |
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477 | 478 | |
|
478 | mpl_version_info = getattr(matplotlib, "__version_info__", (0, 0)) | |
|
479 | return mpl_version_info >= (3, 9) | |
|
479 | ||
|
480 | def _matplotlib_manages_backends() -> bool: | |
|
481 | """Return True if Matplotlib manages backends, False otherwise. | |
|
482 | ||
|
483 | If it returns True, the caller can be sure that | |
|
484 | matplotlib.backends.registry.backend_registry is available along with | |
|
485 | member functions resolve_gui_or_backend, resolve_backend and list_all. | |
|
486 | """ | |
|
487 | global _matplotlib_manages_backends_value | |
|
488 | if _matplotlib_manages_backends_value is None: | |
|
489 | try: | |
|
490 | from matplotlib.backends.registry import backend_registry | |
|
491 | ||
|
492 | _matplotlib_manages_backends_value = hasattr( | |
|
493 | backend_registry, "resolve_gui_or_backend" | |
|
494 | ) | |
|
495 | except ImportError: | |
|
496 | _matplotlib_manages_backends_value = False | |
|
497 | ||
|
498 | return _matplotlib_manages_backends_value |
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