|
| 1 | +""" |
| 2 | +Prototype project for new Matplotlib GUI management. |
| 3 | +
|
| 4 | +The pyplot module current serves two critical, but unrelated functions: |
| 5 | +
|
| 6 | +1. provide a state-full implicit API that rhymes / was inspired by MATLAB |
| 7 | +2. provide the management of interaction between Matplotlib and the GUI event |
| 8 | + loop |
| 9 | +
|
| 10 | +This project is prototype for separating the second function from the first. |
| 11 | +This will enable users to both only use the explicit API (nee OO interface) and |
| 12 | +to have smooth integration with the GUI event loop as with pyplot. |
| 13 | +
|
| 14 | +""" |
| 15 | +from collections import Counter |
| 16 | +from itertools import count |
| 17 | +import functools |
| 18 | +import logging |
| 19 | +import warnings |
| 20 | + |
| 21 | +from matplotlib.backend_bases import FigureCanvasBase as _FigureCanvasBase |
| 22 | + |
| 23 | +from ._figure import Figure # noqa: F401 |
| 24 | + |
| 25 | +from ._manage_interactive import ion, ioff, is_interactive # noqa: F401 |
| 26 | +from ._manage_backend import select_gui_toolkit # noqa: F401 |
| 27 | +from ._manage_backend import current_backend_module as _cbm |
| 28 | +from ._promotion import promote_figure as promote_figure |
| 29 | +from ._creation import figure, subplots, subplot_mosaic # noqa: F401 |
| 30 | + |
| 31 | +_log = logging.getLogger(__name__) |
| 32 | + |
| 33 | + |
| 34 | +def show(figs, *, block=None, timeout=0): |
| 35 | + """ |
| 36 | + Show the figures and maybe block. |
| 37 | +
|
| 38 | + Parameters |
| 39 | + ---------- |
| 40 | + figs : List[Figure] |
| 41 | + The figures to show. If they do not currently have a GUI aware |
| 42 | + canvas + manager attached they will be promoted. |
| 43 | +
|
| 44 | + block : bool, optional |
| 45 | + Whether to wait for all figures to be closed before returning. |
| 46 | +
|
| 47 | + If `True` block and run the GUI main loop until all figure windows |
| 48 | + are closed. |
| 49 | +
|
| 50 | + If `False` ensure that all figure windows are displayed and return |
| 51 | + immediately. In this case, you are responsible for ensuring |
| 52 | + that the event loop is running to have responsive figures. |
| 53 | +
|
| 54 | + Defaults to True in non-interactive mode and to False in interactive |
| 55 | + mode (see `.is_interactive`). |
| 56 | +
|
| 57 | + """ |
| 58 | + # TODO handle single figure |
| 59 | + |
| 60 | + # call this to ensure a backend is indeed selected |
| 61 | + backend = _cbm() |
| 62 | + managers = [] |
| 63 | + for fig in figs: |
| 64 | + if fig.canvas.manager is not None: |
| 65 | + managers.append(fig.canvas.manager) |
| 66 | + else: |
| 67 | + managers.append(promote_figure(fig)) |
| 68 | + |
| 69 | + if block is None: |
| 70 | + block = not is_interactive() |
| 71 | + |
| 72 | + if block and len(managers): |
| 73 | + if timeout == 0: |
| 74 | + backend.show_managers(managers=managers, block=block) |
| 75 | + elif len(managers): |
| 76 | + manager, *_ = managers |
| 77 | + manager.canvas.start_event_loop(timeout=timeout) |
| 78 | + |
| 79 | + |
| 80 | +class FigureRegistry: |
| 81 | + """ |
| 82 | + A registry to wrap the creation of figures and track them. |
| 83 | +
|
| 84 | + This instance will keep a hard reference to created Figures to ensure |
| 85 | + that they do not get garbage collected. |
| 86 | +
|
| 87 | + Parameters |
| 88 | + ---------- |
| 89 | + block : bool, optional |
| 90 | + Whether to wait for all figures to be closed before returning from |
| 91 | + show_all. |
| 92 | +
|
| 93 | + If `True` block and run the GUI main loop until all figure windows |
| 94 | + are closed. |
| 95 | +
|
| 96 | + If `False` ensure that all figure windows are displayed and return |
| 97 | + immediately. In this case, you are responsible for ensuring |
| 98 | + that the event loop is running to have responsive figures. |
| 99 | +
|
| 100 | + Defaults to True in non-interactive mode and to False in interactive |
| 101 | + mode (see `.is_interactive`). |
| 102 | +
|
| 103 | + timeout : float, optional |
| 104 | + Default time to wait for all of the Figures to be closed if blocking. |
| 105 | +
|
| 106 | + If 0 block forever. |
| 107 | +
|
| 108 | + """ |
| 109 | + |
| 110 | + def __init__(self, *, block=None, timeout=0, prefix="Figure "): |
| 111 | + # settings stashed to set defaults on show |
| 112 | + self._timeout = timeout |
| 113 | + self._block = block |
| 114 | + # Settings / state to control the default figure label |
| 115 | + self._count = count() |
| 116 | + self._prefix = prefix |
| 117 | + # the canonical location for storing the Figures this registry owns. |
| 118 | + # any additional views must never include a figure not in the list but |
| 119 | + # may omit figures |
| 120 | + self.figures = [] |
| 121 | + |
| 122 | + def _register_fig(self, fig): |
| 123 | + # if the user closes the figure by any other mechanism, drop our |
| 124 | + # reference to it. This is important for getting a "pyplot" like user |
| 125 | + # experience |
| 126 | + fig.canvas.mpl_connect( |
| 127 | + "close_event", |
| 128 | + lambda e: self.figures.remove(fig) if fig in self.figures else None, |
| 129 | + ) |
| 130 | + # hold a hard reference to the figure. |
| 131 | + self.figures.append(fig) |
| 132 | + # Make sure we give the figure a quasi-unique label. We will never set |
| 133 | + # the same label twice, but will not over-ride any user label (but |
| 134 | + # empty string) on a Figure so if they provide duplicate labels, change |
| 135 | + # the labels under us, or provide a label that will be shadowed in the |
| 136 | + # future it will be what it is. |
| 137 | + fignum = next(self._count) |
| 138 | + if fig.get_label() == "": |
| 139 | + fig.set_label(f"{self._prefix}{fignum:d}") |
| 140 | + # TODO: is there a better way to track this than monkey patching? |
| 141 | + fig._mpl_gui_fignum = fignum |
| 142 | + return fig |
| 143 | + |
| 144 | + @property |
| 145 | + def by_label(self): |
| 146 | + """ |
| 147 | + Return a dictionary of the current mapping labels -> figures. |
| 148 | +
|
| 149 | + If there are duplicate labels, newer figures will take precedence. |
| 150 | + """ |
| 151 | + mapping = {fig.get_label(): fig for fig in self.figures} |
| 152 | + if len(mapping) != len(self.figures): |
| 153 | + counts = Counter(fig.get_label() for fig in self.figures) |
| 154 | + multiples = {k: v for k, v in counts.items() if v > 1} |
| 155 | + warnings.warn( |
| 156 | + ( |
| 157 | + f"There are repeated labels ({multiples!r}), but only the newest" |
| 158 | + "figure with that label can be returned. " |
| 159 | + ), |
| 160 | + stacklevel=2, |
| 161 | + ) |
| 162 | + return mapping |
| 163 | + |
| 164 | + @property |
| 165 | + def by_number(self): |
| 166 | + """ |
| 167 | + Return a dictionary of the current mapping number -> figures. |
| 168 | +
|
| 169 | + """ |
| 170 | + self._ensure_all_figures_promoted() |
| 171 | + return {fig.canvas.manager.num: fig for fig in self.figures} |
| 172 | + |
| 173 | + @functools.wraps(figure) |
| 174 | + def figure(self, *args, **kwargs): |
| 175 | + fig = figure(*args, **kwargs) |
| 176 | + return self._register_fig(fig) |
| 177 | + |
| 178 | + @functools.wraps(subplots) |
| 179 | + def subplots(self, *args, **kwargs): |
| 180 | + fig, axs = subplots(*args, **kwargs) |
| 181 | + return self._register_fig(fig), axs |
| 182 | + |
| 183 | + @functools.wraps(subplot_mosaic) |
| 184 | + def subplot_mosaic(self, *args, **kwargs): |
| 185 | + fig, axd = subplot_mosaic(*args, **kwargs) |
| 186 | + return self._register_fig(fig), axd |
| 187 | + |
| 188 | + def _ensure_all_figures_promoted(self): |
| 189 | + for f in self.figures: |
| 190 | + if f.canvas.manager is None: |
| 191 | + promote_figure(f, num=f._mpl_gui_fignum) |
| 192 | + |
| 193 | + def show_all(self, *, block=None, timeout=None): |
| 194 | + """ |
| 195 | + Show all of the Figures that the FigureRegistry knows about. |
| 196 | +
|
| 197 | + Parameters |
| 198 | + ---------- |
| 199 | + block : bool, optional |
| 200 | + Whether to wait for all figures to be closed before returning from |
| 201 | + show_all. |
| 202 | +
|
| 203 | + If `True` block and run the GUI main loop until all figure windows |
| 204 | + are closed. |
| 205 | +
|
| 206 | + If `False` ensure that all figure windows are displayed and return |
| 207 | + immediately. In this case, you are responsible for ensuring |
| 208 | + that the event loop is running to have responsive figures. |
| 209 | +
|
| 210 | + Defaults to the value set on the Registry at init |
| 211 | +
|
| 212 | + timeout : float, optional |
| 213 | + time to wait for all of the Figures to be closed if blocking. |
| 214 | +
|
| 215 | + If 0 block forever. |
| 216 | +
|
| 217 | + Defaults to the timeout set on the Registry at init |
| 218 | + """ |
| 219 | + if block is None: |
| 220 | + block = self._block |
| 221 | + |
| 222 | + if timeout is None: |
| 223 | + timeout = self._timeout |
| 224 | + self._ensure_all_figures_promoted() |
| 225 | + show(self.figures, block=self._block, timeout=self._timeout) |
| 226 | + |
| 227 | + # alias to easy pyplot compatibility |
| 228 | + show = show_all |
| 229 | + |
| 230 | + def close_all(self): |
| 231 | + """ |
| 232 | + Close all Figures know to this Registry. |
| 233 | +
|
| 234 | + This will do four things: |
| 235 | +
|
| 236 | + 1. call the ``.destroy()`` method on the manager |
| 237 | + 2. clears the Figure on the canvas instance |
| 238 | + 3. replace the canvas on each Figure with a new `~matplotlib.backend_bases. |
| 239 | + FigureCanvasBase` instance |
| 240 | + 4. drops its hard reference to the Figure |
| 241 | +
|
| 242 | + If the user still holds a reference to the Figure it can be revived by |
| 243 | + passing it to `show`. |
| 244 | +
|
| 245 | + """ |
| 246 | + for fig in list(self.figures): |
| 247 | + self.close(fig) |
| 248 | + |
| 249 | + def close(self, val): |
| 250 | + """ |
| 251 | + Close (meaning destroy the UI) and forget a managed Figure. |
| 252 | +
|
| 253 | + This will do two things: |
| 254 | +
|
| 255 | + - start the destruction process of an UI (the event loop may need to |
| 256 | + run to complete this process and if the user is holding hard |
| 257 | + references to any of the UI elements they may remain alive). |
| 258 | + - Remove the `Figure` from this Registry. |
| 259 | +
|
| 260 | + We will no longer have any hard references to the Figure, but if |
| 261 | + the user does the `Figure` (and its components) will not be garbage |
| 262 | + collected. Due to the circular references in Matplotlib these |
| 263 | + objects may not be collected until the full cyclic garbage collection |
| 264 | + runs. |
| 265 | +
|
| 266 | + If the user still has a reference to the `Figure` they can re-show the |
| 267 | + figure via `show`, but the `FigureRegistry` will not be aware of it. |
| 268 | +
|
| 269 | + Parameters |
| 270 | + ---------- |
| 271 | + val : 'all' or int or str or Figure |
| 272 | +
|
| 273 | + - The special case of 'all' closes all open Figures |
| 274 | + - If any other string is passed, it is interpreted as a key in |
| 275 | + `by_label` and that Figure is closed |
| 276 | + - If an integer it is interpreted as a key in `by_number` and that |
| 277 | + Figure is closed |
| 278 | + - If it is a `Figure` instance, then that figure is closed |
| 279 | +
|
| 280 | + """ |
| 281 | + if val == "all": |
| 282 | + return self.close_all() |
| 283 | + # or do we want to close _all_ of the figures with a given label / number? |
| 284 | + if isinstance(val, str): |
| 285 | + fig = self.by_label[val] |
| 286 | + elif isinstance(val, int): |
| 287 | + fig = self.by_number[val] |
| 288 | + else: |
| 289 | + fig = val |
| 290 | + if fig not in self.figures: |
| 291 | + raise ValueError( |
| 292 | + "Trying to close a figure not associated with this Registry." |
| 293 | + ) |
| 294 | + if fig.canvas.manager is not None: |
| 295 | + fig.canvas.manager.destroy() |
| 296 | + # disconnect figure from canvas |
| 297 | + fig.canvas.figure = None |
| 298 | + # disconnect canvas from figure |
| 299 | + _FigureCanvasBase(figure=fig) |
| 300 | + assert fig.canvas.manager is None |
| 301 | + if fig in self.figures: |
| 302 | + self.figures.remove(fig) |
| 303 | + |
| 304 | + |
| 305 | +class FigureContext(FigureRegistry): |
| 306 | + """ |
| 307 | + Extends FigureRegistry to be used as a context manager. |
| 308 | +
|
| 309 | + All figures known to the Registry will be shown on exiting the context. |
| 310 | +
|
| 311 | + Parameters |
| 312 | + ---------- |
| 313 | + block : bool, optional |
| 314 | + Whether to wait for all figures to be closed before returning from |
| 315 | + show_all. |
| 316 | +
|
| 317 | + If `True` block and run the GUI main loop until all figure windows |
| 318 | + are closed. |
| 319 | +
|
| 320 | + If `False` ensure that all figure windows are displayed and return |
| 321 | + immediately. In this case, you are responsible for ensuring |
| 322 | + that the event loop is running to have responsive figures. |
| 323 | +
|
| 324 | + Defaults to True in non-interactive mode and to False in interactive |
| 325 | + mode (see `.is_interactive`). |
| 326 | +
|
| 327 | + timeout : float, optional |
| 328 | + Default time to wait for all of the Figures to be closed if blocking. |
| 329 | +
|
| 330 | + If 0 block forever. |
| 331 | +
|
| 332 | + forgive_failure : bool, optional |
| 333 | + If True, block to show the figure before letting the exception |
| 334 | + propagate |
| 335 | +
|
| 336 | + """ |
| 337 | + |
| 338 | + def __init__(self, *, forgive_failure=False, **kwargs): |
| 339 | + super().__init__(**kwargs) |
| 340 | + self._forgive_failure = forgive_failure |
| 341 | + |
| 342 | + def __enter__(self): |
| 343 | + return self |
| 344 | + |
| 345 | + def __exit__(self, exc_type, exc_value, traceback): |
| 346 | + if exc_value is not None and not self._forgive_failure: |
| 347 | + return |
| 348 | + show(self.figures, block=self._block, timeout=self._timeout) |
| 349 | + |
| 350 | + |
| 351 | +# from mpl_gui import * # is a language mis-feature |
| 352 | +__all__ = [] |
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