File: scalar_bars.py

package info (click to toggle)
python-pyvista 0.46.4-4
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 176,968 kB
  • sloc: python: 94,346; sh: 216; makefile: 70
file content (583 lines) | stat: -rw-r--r-- 21,266 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
"""PyVista Scalar bar module."""

from __future__ import annotations

import contextlib
import weakref

import numpy as np

import pyvista
from pyvista import MAX_N_COLOR_BARS
from pyvista._deprecate_positional_args import _deprecate_positional_args
from pyvista.core.utilities.misc import _NoNewAttrMixin

from . import _vtk
from .colors import Color
from .tools import parse_font_family


class ScalarBars(_NoNewAttrMixin):
    """Plotter Scalar Bars.

    Parameters
    ----------
    plotter : pyvista.Plotter
        Plotter that the scalar bars are associated with.

    """

    def __init__(self, plotter):
        """Initialize ScalarBars."""
        self._plotter = weakref.proxy(plotter)
        self._scalar_bar_ranges = {}
        self._scalar_bar_mappers = {}
        self._scalar_bar_actors = {}
        self._scalar_bar_widgets = {}

    def clear(self):
        """Remove all scalar bars and resets all scalar bar properties."""
        self._scalar_bar_ranges = {}
        self._scalar_bar_mappers = {}
        self._scalar_bar_actors = {}
        self._scalar_bar_widgets = {}

    def __repr__(self):
        """Nice representation of this class."""
        lines = []
        lines.append('Scalar Bar Title     Interactive')
        for title in self._scalar_bar_actors:
            interactive = title in self._scalar_bar_widgets
            title_quotes = f'"{title}"'
            lines.append(f'{title_quotes:20} {interactive!s:5}')
        return '\n'.join(lines)

    @_deprecate_positional_args(allowed=['actor'])
    def _remove_mapper_from_plotter(
        self,
        actor,
        reset_camera: bool = False,  # noqa: FBT001, FBT002
        render: bool = False,  # noqa: FBT001, FBT002
    ):  # numpydoc ignore=PR01,RT01
        """Remove an actor's mapper from the given plotter's _scalar_bar_mappers.

        This ensures that when actors are removed, their corresponding
        scalar bars are removed.

        """
        try:
            mapper = actor.GetMapper()
        except AttributeError:
            return

        # NOTE: keys to list to prevent iterator changing during loop
        for name in list(self._scalar_bar_mappers):
            with contextlib.suppress(ValueError):
                self._scalar_bar_mappers[name].remove(mapper)

            if not self._scalar_bar_mappers[name]:
                slot = self._plotter._scalar_bar_slot_lookup.pop(name, None)
                if slot is not None:
                    self._scalar_bar_mappers.pop(name)
                    self._scalar_bar_ranges.pop(name)
                    self._plotter.remove_actor(
                        self._scalar_bar_actors.pop(name),
                        reset_camera=reset_camera,
                        render=render,
                    )
                    self._plotter._scalar_bar_slots.add(slot)
            return

    @_deprecate_positional_args(allowed=['title'])
    def remove_scalar_bar(self, title=None, render: bool = True):  # noqa: FBT001, FBT002
        """Remove a scalar bar.

        Parameters
        ----------
        title : str, optional
            Title of the scalar bar to remove.  Required if there is
            more than one scalar bar.

        render : bool, default: True
            Render upon scalar bar removal.  Set this to ``False`` to
            stop the render window from rendering when a scalar bar
            is removed.

        Examples
        --------
        Remove a scalar bar from a plotter.

        >>> import pyvista as pv
        >>> mesh = pv.Sphere()
        >>> mesh['data'] = mesh.points[:, 2]
        >>> pl = pv.Plotter()
        >>> _ = pl.add_mesh(mesh, cmap='coolwarm')
        >>> pl.remove_scalar_bar()
        >>> pl.show()

        """
        if title is None:
            if len(self) > 1:
                titles = ', '.join(f'"{key}"' for key in self._scalar_bar_actors)
                msg = (
                    'Multiple scalar bars found.  Pick title of the'
                    f'scalar bar from one of the following:\n{titles}'
                )
                raise ValueError(msg)
            else:
                title = next(iter(self._scalar_bar_actors.keys()))

        actor = self._scalar_bar_actors.pop(title)
        self._plotter.remove_actor(actor, render=render)
        self._scalar_bar_ranges.pop(title)
        self._scalar_bar_mappers.pop(title)

        # add back in the scalar bar slot
        slot = self._plotter._scalar_bar_slot_lookup.pop(title, None)
        if slot is not None:
            self._plotter._scalar_bar_slots.add(slot)

        widget = self._scalar_bar_widgets.pop(title, None)
        if widget is not None:
            widget.SetEnabled(0)

    def __len__(self):
        """Return the number of scalar bar actors."""
        return len(self._scalar_bar_actors)

    def __getitem__(self, index):
        """Return a scalar bar actor."""
        return self._scalar_bar_actors[index]

    def keys(self):  # numpydoc ignore=RT01
        """Scalar bar keys."""
        return self._scalar_bar_actors.keys()

    def values(self):  # numpydoc ignore=RT01
        """Scalar bar values."""
        return self._scalar_bar_actors.values()

    def items(self):  # numpydoc ignore=RT01
        """Scalar bar items."""
        return self._scalar_bar_actors.items()

    def __contains__(self, key) -> bool:
        """Check if a title is a valid actors."""
        return key in self._scalar_bar_actors

    @_deprecate_positional_args(allowed=['title'])
    def add_scalar_bar(  # noqa: PLR0917
        self,
        title='',
        mapper=None,
        n_labels=5,
        italic: bool = False,  # noqa: FBT001, FBT002
        bold: bool = False,  # noqa: FBT001, FBT002
        title_font_size=None,
        label_font_size=None,
        color=None,
        font_family=None,
        shadow: bool = False,  # noqa: FBT001, FBT002
        width=None,
        height=None,
        position_x=None,
        position_y=None,
        vertical=None,
        interactive=None,
        fmt=None,
        use_opacity: bool = True,  # noqa: FBT001, FBT002
        outline: bool = False,  # noqa: FBT001, FBT002
        nan_annotation: bool = False,  # noqa: FBT001, FBT002
        below_label=None,
        above_label=None,
        background_color=None,
        n_colors=None,
        fill: bool = False,  # noqa: FBT001, FBT002
        render: bool = False,  # noqa: FBT001, FBT002
        theme=None,
        unconstrained_font_size: bool = False,  # noqa: FBT001, FBT002
    ):
        """Create scalar bar using the ranges as set by the last input mesh.

        Parameters
        ----------
        title : str, default: ""
            Title of the scalar bar.  Default is rendered as an empty title.

        mapper : :vtk:`vtkMapper`, optional
            Mapper used for the scalar bar.  Defaults to the last
            mapper created by the plotter.

        n_labels : int, default: 5
            Number of labels to use for the scalar bar.

        italic : bool, default: False
            Italicises title and bar labels.

        bold : bool, default: False
            Bolds title and bar labels.

        title_font_size : float, optional
            Sets the size of the title font.  Defaults to ``None`` and is sized
            according to :attr:`pyvista.plotting.themes.Theme.font`.

        label_font_size : float, optional
            Sets the size of the title font.  Defaults to ``None`` and is sized
            according to :attr:`pyvista.plotting.themes.Theme.font`.

        color : ColorLike, optional
            Either a string, rgb list, or hex color string.  Default
            set by :attr:`pyvista.plotting.themes.Theme.font`.  Can be
            in one of the following formats:

            * ``color='white'``
            * ``color='w'``
            * ``color=[1.0, 1.0, 1.0]``
            * ``color='#FFFFFF'``

        font_family : {'courier', 'times', 'arial'}
            Font family.  Default is set by
            :attr:`pyvista.plotting.themes.Theme.font`.

        shadow : bool, default: False
            Adds a black shadow to the text.

        width : float, optional
            The percentage (0 to 1) width of the window for the colorbar.
            Default set by
            :attr:`pyvista.plotting.themes.Theme.colorbar_vertical` or
            :attr:`pyvista.plotting.themes.Theme.colorbar_horizontal`
            depending on the value of ``vertical``.

        height : float, optional
            The percentage (0 to 1) height of the window for the
            colorbar.  Default set by
            :attr:`pyvista.plotting.themes.Theme.colorbar_vertical` or
            :attr:`pyvista.plotting.themes.Theme.colorbar_horizontal`
            depending on the value of ``vertical``.

        position_x : float, optional
            The percentage (0 to 1) along the windows's horizontal
            direction to place the bottom left corner of the colorbar.
            Default set by
            :attr:`pyvista.plotting.themes.Theme.colorbar_vertical` or
            :attr:`pyvista.plotting.themes.Theme.colorbar_horizontal`
            depending on the value of ``vertical``.

        position_y : float, optional
            The percentage (0 to 1) along the windows's vertical
            direction to place the bottom left corner of the colorbar.
            Default set by
            :attr:`pyvista.plotting.themes.Theme.colorbar_vertical` or
            :attr:`pyvista.plotting.themes.Theme.colorbar_horizontal`
            depending on the value of ``vertical``.

        vertical : bool, optional
            Use vertical or horizontal scalar bar.  Default set by
            :attr:`pyvista.plotting.themes.Theme.colorbar_orientation`.

        interactive : bool, optional
            Use a widget to control the size and location of the scalar bar.
            Default set by :attr:`pyvista.plotting.themes.Theme.interactive`.

        fmt : str, optional
            ``printf`` format for labels.
            Default set by :attr:`pyvista.plotting.themes.Theme.font`.

        use_opacity : bool, default: True
            Optionally display the opacity mapping on the scalar bar.

        outline : bool, default: False
            Optionally outline the scalar bar to make opacity mappings more
            obvious.

        nan_annotation : bool, default: False
            Annotate the NaN color.

        below_label : str, optional
            String annotation for values below the scalars range.

        above_label : str, optional
            String annotation for values above the scalars range.

        background_color : ColorLike, optional
            The color used for the background in RGB format.

        n_colors : int, optional
            The maximum number of color displayed in the scalar bar.

        fill : bool, default: False
            Draw a filled box behind the scalar bar with the
            ``background_color``.

        render : bool, default: False
            Force a render when True.

        theme : pyvista.plotting.themes.Theme, optional
            Plot-specific theme.  By default, calling from the
            ``Plotter``, will use the plotter theme.  Setting to
            ``None`` will use the global theme.

        unconstrained_font_size : bool, default: False
            Whether the font size of title and labels is unconstrained.
            When it is constrained, the size of the scalar bar will constrain the font size.
            When it is not, the size of the font will always be respected.
            Using custom labels will force this to be ``True``.

            .. versionadded:: 0.44.0

        Returns
        -------
        :vtk:`vtkScalarBarActor`
            Scalar bar actor.

        Notes
        -----
        Setting ``title_font_size``, or ``label_font_size`` disables
        automatic font sizing for both the title and label.

        See Also
        --------
        :ref:`scalar_bar_example`

        Examples
        --------
        Add a custom interactive scalar bar that is horizontal, has an
        outline, and has a custom formatting.

        >>> import pyvista as pv
        >>> sphere = pv.Sphere()
        >>> sphere['Data'] = sphere.points[:, 2]
        >>> plotter = pv.Plotter()
        >>> _ = plotter.add_mesh(sphere, show_scalar_bar=False)
        >>> _ = plotter.add_scalar_bar(
        ...     'Data',
        ...     interactive=True,
        ...     vertical=False,
        ...     title_font_size=35,
        ...     label_font_size=30,
        ...     outline=True,
        ...     fmt='%10.5f',
        ... )
        >>> plotter.show()

        """
        if mapper is None:
            msg = 'Mapper cannot be ``None`` when creating a scalar bar'
            raise ValueError(msg)

        if theme is None:
            theme = pyvista.global_theme

        if interactive is None:
            interactive = theme.interactive
        if font_family is None:
            font_family = theme.font.family
        if label_font_size is None:
            label_font_size = theme.font.label_size
        if title_font_size is None:
            title_font_size = theme.font.title_size
        if fmt is None:
            fmt = theme.font.fmt
        if vertical is None and theme.colorbar_orientation.lower() == 'vertical':
            vertical = True

        # Automatically choose size if not specified
        if width is None:
            width = theme.colorbar_vertical.width if vertical else theme.colorbar_horizontal.width
        if height is None:
            if vertical:
                height = theme.colorbar_vertical.height
            else:
                height = theme.colorbar_horizontal.height

        # Check that this data hasn't already been plotted
        if title in list(self._scalar_bar_ranges.keys()):
            clim = list(self._scalar_bar_ranges[title])
            newrng = mapper.scalar_range
            oldmappers = self._scalar_bar_mappers[title]
            # get max for range and reset everything
            clim[0] = min(newrng[0], clim[0])
            clim[1] = max(newrng[1], clim[1])
            for mh in oldmappers:
                mh.scalar_range = clim[0], clim[1]
            mapper.scalar_range = clim[0], clim[1]
            self._scalar_bar_mappers[title].append(mapper)
            self._scalar_bar_ranges[title] = clim
            self._scalar_bar_actors[title].SetLookupTable(mapper.lookup_table)
            # Color bar already present and ready to be used so returning
            return None

        # Automatically choose location if not specified
        if position_x is None or position_y is None:
            if not self._plotter._scalar_bar_slots:
                msg = f'Maximum number of color bars ({MAX_N_COLOR_BARS}) reached.'
                raise RuntimeError(msg)

            slot = min(self._plotter._scalar_bar_slots)
            self._plotter._scalar_bar_slots.remove(slot)
            self._plotter._scalar_bar_slot_lookup[title] = slot

            if position_x is None:
                if vertical:
                    position_x = theme.colorbar_vertical.position_x
                    position_x -= slot * (width + 0.2 * width)
                else:
                    position_x = theme.colorbar_horizontal.position_x

            if position_y is None:
                if vertical:
                    position_y = theme.colorbar_vertical.position_y
                else:
                    position_y = theme.colorbar_horizontal.position_y
                    position_y += slot * height

        # parse color
        color = Color(color, default_color=theme.font.color)

        # Create scalar bar
        scalar_bar = _vtk.vtkScalarBarActor()
        # self._scalar_bars.append(scalar_bar)

        if background_color is not None:
            background_color = np.array(Color(background_color).int_rgba)
            scalar_bar.GetBackgroundProperty().SetColor(background_color[0:3])

            if fill:
                scalar_bar.DrawBackgroundOn()

            lut = pyvista.LookupTable()
            lut.DeepCopy(mapper.lookup_table)
            ctable = _vtk.vtk_to_numpy(lut.GetTable())
            alphas = ctable[:, -1][:, np.newaxis] / 255.0
            use_table = ctable.copy()
            use_table[:, -1] = 255.0
            ctable = (use_table * alphas) + background_color * (1 - alphas)
            lut.SetTable(_vtk.numpy_to_vtk(ctable, array_type=_vtk.VTK_UNSIGNED_CHAR))
        else:
            lut = mapper.lookup_table

        scalar_bar.SetLookupTable(lut)
        if n_colors is None:
            # ensure the number of colors in the scalarbar's lookup table is at
            # least the number in the mapper
            n_colors = mapper.lookup_table.n_values

        scalar_bar.SetMaximumNumberOfColors(n_colors)

        if n_labels < 1:
            scalar_bar.SetDrawTickLabels(False)
        else:
            scalar_bar.SetDrawTickLabels(True)
            scalar_bar.SetNumberOfLabels(n_labels)

        if nan_annotation:
            scalar_bar.DrawNanAnnotationOn()

        if above_label is not None:
            scalar_bar.DrawAboveRangeSwatchOn()
            scalar_bar.SetAboveRangeAnnotation(above_label)
        elif lut.above_range_color:
            scalar_bar.DrawAboveRangeSwatchOn()
            scalar_bar.SetAboveRangeAnnotation('above')
        if below_label is not None:
            scalar_bar.DrawBelowRangeSwatchOn()
            scalar_bar.SetBelowRangeAnnotation(below_label)
        elif lut.below_range_color:
            scalar_bar.DrawBelowRangeSwatchOn()
            scalar_bar.SetBelowRangeAnnotation('below')

        # edit the size of the colorbar
        scalar_bar.SetHeight(height)
        scalar_bar.SetWidth(width)
        scalar_bar.SetPosition(position_x, position_y)

        if fmt is not None:
            scalar_bar.SetLabelFormat(fmt)

        if vertical:
            scalar_bar.SetOrientationToVertical()
        else:
            scalar_bar.SetOrientationToHorizontal()

        if label_font_size is not None or title_font_size is not None:
            scalar_bar.SetUnconstrainedFontSize(True)
            scalar_bar.SetAnnotationTextScaling(False)
        else:
            scalar_bar.SetAnnotationTextScaling(True)

        label_text = scalar_bar.GetLabelTextProperty()
        anno_text = scalar_bar.GetAnnotationTextProperty()
        label_text.SetColor(color.float_rgb)
        anno_text.SetColor(color.float_rgb)
        label_text.SetShadow(shadow)
        anno_text.SetShadow(shadow)

        # Set font
        label_text.SetFontFamily(parse_font_family(font_family))
        anno_text.SetFontFamily(parse_font_family(font_family))
        label_text.SetItalic(italic)
        anno_text.SetItalic(italic)
        label_text.SetBold(bold)
        anno_text.SetBold(bold)
        if label_font_size:
            label_text.SetFontSize(label_font_size)
            anno_text.SetFontSize(label_font_size)

        # Set properties
        self._scalar_bar_ranges[title] = mapper.scalar_range
        self._scalar_bar_mappers[title] = [mapper]

        scalar_bar.SetTitle(title)
        title_text = scalar_bar.GetTitleTextProperty()

        title_text.SetJustificationToCentered()

        title_text.SetItalic(italic)
        title_text.SetBold(bold)
        title_text.SetShadow(shadow)
        if title_font_size:
            title_text.SetFontSize(title_font_size)

        # Set font
        title_text.SetFontFamily(parse_font_family(font_family))

        # set color
        title_text.SetColor(color.float_rgb)

        self._scalar_bar_actors[title] = scalar_bar
        if interactive:
            scalar_widget = _vtk.vtkScalarBarWidget()
            scalar_widget.SetScalarBarActor(scalar_bar)
            scalar_widget.SetInteractor(self._plotter.iren.interactor)
            scalar_widget.SetEnabled(1)
            rep = scalar_widget.GetRepresentation()

            scalar_widget.On()
            if vertical is True or vertical is None:
                rep.SetOrientation(1)  # type: ignore[attr-defined] # 0 = Horizontal, 1 = Vertical
            else:
                # y position determined empirically
                y = -position_y / 2 - height - scalar_bar.GetPosition()[1]
                rep.GetPositionCoordinate().SetValue(width, y)  # type: ignore[attr-defined]
                rep.GetPosition2Coordinate().SetValue(height, width)  # type: ignore[attr-defined]
                rep.SetOrientation(0)  # type: ignore[attr-defined] # 0 = Horizontal, 1 = Vertical
            self._scalar_bar_widgets[title] = scalar_widget

        if use_opacity:
            scalar_bar.SetUseOpacity(True)

        if outline:
            scalar_bar.SetDrawFrame(True)
            frame_prop = scalar_bar.GetFrameProperty()
            frame_prop.SetColor(color.float_rgb)
        else:
            scalar_bar.SetDrawFrame(False)

        if unconstrained_font_size:
            scalar_bar.SetUnconstrainedFontSize(True)

        # finally, add to the actor and return the scalar bar
        self._plotter.add_actor(scalar_bar, reset_camera=False, pickable=False, render=render)

        return scalar_bar