4034 lines
141 KiB
Python
4034 lines
141 KiB
Python
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"""
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GUI neutral widgets
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===================
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Widgets that are designed to work for any of the GUI backends.
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All of these widgets require you to predefine a `matplotlib.axes.Axes`
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instance and pass that as the first parameter. Matplotlib doesn't try to
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be too smart with respect to layout -- you will have to figure out how
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wide and tall you want your Axes to be to accommodate your widget.
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"""
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from contextlib import ExitStack
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import copy
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from numbers import Integral, Number
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import numpy as np
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import matplotlib as mpl
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from . import (_api, _docstring, backend_tools, cbook, colors, ticker,
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transforms)
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from .lines import Line2D
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from .patches import Circle, Rectangle, Ellipse, Polygon
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from .transforms import TransformedPatchPath, Affine2D
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class LockDraw:
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"""
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Some widgets, like the cursor, draw onto the canvas, and this is not
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desirable under all circumstances, like when the toolbar is in zoom-to-rect
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mode and drawing a rectangle. To avoid this, a widget can acquire a
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canvas' lock with ``canvas.widgetlock(widget)`` before drawing on the
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canvas; this will prevent other widgets from doing so at the same time (if
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they also try to acquire the lock first).
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"""
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def __init__(self):
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self._owner = None
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def __call__(self, o):
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"""Reserve the lock for *o*."""
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if not self.available(o):
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raise ValueError('already locked')
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self._owner = o
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def release(self, o):
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"""Release the lock from *o*."""
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if not self.available(o):
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raise ValueError('you do not own this lock')
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self._owner = None
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def available(self, o):
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"""Return whether drawing is available to *o*."""
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return not self.locked() or self.isowner(o)
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def isowner(self, o):
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"""Return whether *o* owns this lock."""
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return self._owner is o
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def locked(self):
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"""Return whether the lock is currently held by an owner."""
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return self._owner is not None
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class Widget:
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"""
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Abstract base class for GUI neutral widgets.
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"""
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drawon = True
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eventson = True
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_active = True
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def set_active(self, active):
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"""Set whether the widget is active."""
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self._active = active
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def get_active(self):
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"""Get whether the widget is active."""
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return self._active
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# set_active is overridden by SelectorWidgets.
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active = property(get_active, set_active, doc="Is the widget active?")
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def ignore(self, event):
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"""
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Return whether *event* should be ignored.
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This method should be called at the beginning of any event callback.
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"""
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return not self.active
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class AxesWidget(Widget):
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"""
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Widget connected to a single `~matplotlib.axes.Axes`.
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To guarantee that the widget remains responsive and not garbage-collected,
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a reference to the object should be maintained by the user.
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This is necessary because the callback registry
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maintains only weak-refs to the functions, which are member
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functions of the widget. If there are no references to the widget
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object it may be garbage collected which will disconnect the callbacks.
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Attributes
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----------
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ax : `~matplotlib.axes.Axes`
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The parent Axes for the widget.
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canvas : `~matplotlib.backend_bases.FigureCanvasBase`
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The parent figure canvas for the widget.
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active : bool
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If False, the widget does not respond to events.
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"""
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def __init__(self, ax):
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self.ax = ax
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self.canvas = ax.figure.canvas
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self._cids = []
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def connect_event(self, event, callback):
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"""
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Connect a callback function with an event.
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This should be used in lieu of ``figure.canvas.mpl_connect`` since this
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function stores callback ids for later clean up.
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"""
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cid = self.canvas.mpl_connect(event, callback)
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self._cids.append(cid)
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def disconnect_events(self):
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"""Disconnect all events created by this widget."""
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for c in self._cids:
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self.canvas.mpl_disconnect(c)
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class Button(AxesWidget):
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"""
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A GUI neutral button.
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For the button to remain responsive you must keep a reference to it.
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Call `.on_clicked` to connect to the button.
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Attributes
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----------
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ax
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The `matplotlib.axes.Axes` the button renders into.
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label
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A `matplotlib.text.Text` instance.
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color
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The color of the button when not hovering.
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hovercolor
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The color of the button when hovering.
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"""
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def __init__(self, ax, label, image=None,
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color='0.85', hovercolor='0.95'):
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"""
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Parameters
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----------
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ax : `~matplotlib.axes.Axes`
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The `~.axes.Axes` instance the button will be placed into.
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label : str
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The button text.
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image : array-like or PIL Image
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The image to place in the button, if not *None*. The parameter is
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directly forwarded to `~matplotlib.axes.Axes.imshow`.
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color : color
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The color of the button when not activated.
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hovercolor : color
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The color of the button when the mouse is over it.
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"""
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super().__init__(ax)
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if image is not None:
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ax.imshow(image)
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self.label = ax.text(0.5, 0.5, label,
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verticalalignment='center',
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horizontalalignment='center',
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transform=ax.transAxes)
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self._observers = cbook.CallbackRegistry(signals=["clicked"])
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self.connect_event('button_press_event', self._click)
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self.connect_event('button_release_event', self._release)
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self.connect_event('motion_notify_event', self._motion)
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ax.set_navigate(False)
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ax.set_facecolor(color)
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ax.set_xticks([])
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ax.set_yticks([])
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self.color = color
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self.hovercolor = hovercolor
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def _click(self, event):
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if self.ignore(event) or event.inaxes != self.ax or not self.eventson:
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return
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if event.canvas.mouse_grabber != self.ax:
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event.canvas.grab_mouse(self.ax)
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def _release(self, event):
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if self.ignore(event) or event.canvas.mouse_grabber != self.ax:
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return
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event.canvas.release_mouse(self.ax)
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if self.eventson and event.inaxes == self.ax:
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self._observers.process('clicked', event)
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def _motion(self, event):
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if self.ignore(event):
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return
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c = self.hovercolor if event.inaxes == self.ax else self.color
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if not colors.same_color(c, self.ax.get_facecolor()):
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self.ax.set_facecolor(c)
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if self.drawon:
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self.ax.figure.canvas.draw()
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def on_clicked(self, func):
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"""
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Connect the callback function *func* to button click events.
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Returns a connection id, which can be used to disconnect the callback.
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"""
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return self._observers.connect('clicked', lambda event: func(event))
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def disconnect(self, cid):
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"""Remove the callback function with connection id *cid*."""
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self._observers.disconnect(cid)
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class SliderBase(AxesWidget):
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"""
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The base class for constructing Slider widgets. Not intended for direct
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usage.
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For the slider to remain responsive you must maintain a reference to it.
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"""
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def __init__(self, ax, orientation, closedmin, closedmax,
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valmin, valmax, valfmt, dragging, valstep):
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if ax.name == '3d':
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raise ValueError('Sliders cannot be added to 3D Axes')
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super().__init__(ax)
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_api.check_in_list(['horizontal', 'vertical'], orientation=orientation)
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self.orientation = orientation
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self.closedmin = closedmin
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self.closedmax = closedmax
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self.valmin = valmin
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self.valmax = valmax
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self.valstep = valstep
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self.drag_active = False
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self.valfmt = valfmt
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if orientation == "vertical":
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ax.set_ylim((valmin, valmax))
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axis = ax.yaxis
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else:
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ax.set_xlim((valmin, valmax))
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axis = ax.xaxis
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self._fmt = axis.get_major_formatter()
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if not isinstance(self._fmt, ticker.ScalarFormatter):
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self._fmt = ticker.ScalarFormatter()
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self._fmt.set_axis(axis)
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self._fmt.set_useOffset(False) # No additive offset.
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self._fmt.set_useMathText(True) # x sign before multiplicative offset.
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ax.set_axis_off()
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ax.set_navigate(False)
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self.connect_event("button_press_event", self._update)
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self.connect_event("button_release_event", self._update)
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if dragging:
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self.connect_event("motion_notify_event", self._update)
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self._observers = cbook.CallbackRegistry(signals=["changed"])
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def _stepped_value(self, val):
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"""Return *val* coerced to closest number in the ``valstep`` grid."""
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if isinstance(self.valstep, Number):
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val = (self.valmin
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+ round((val - self.valmin) / self.valstep) * self.valstep)
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elif self.valstep is not None:
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valstep = np.asanyarray(self.valstep)
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if valstep.ndim != 1:
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raise ValueError(
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f"valstep must have 1 dimension but has {valstep.ndim}"
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)
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val = valstep[np.argmin(np.abs(valstep - val))]
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return val
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def disconnect(self, cid):
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"""
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Remove the observer with connection id *cid*.
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Parameters
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----------
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cid : int
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Connection id of the observer to be removed.
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"""
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self._observers.disconnect(cid)
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def reset(self):
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"""Reset the slider to the initial value."""
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if np.any(self.val != self.valinit):
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self.set_val(self.valinit)
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class Slider(SliderBase):
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"""
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A slider representing a floating point range.
|
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|
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Create a slider from *valmin* to *valmax* in Axes *ax*. For the slider to
|
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remain responsive you must maintain a reference to it. Call
|
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:meth:`on_changed` to connect to the slider event.
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||
|
|
|
||
|
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Attributes
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||
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----------
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val : float
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Slider value.
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"""
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def __init__(self, ax, label, valmin, valmax, valinit=0.5, valfmt=None,
|
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closedmin=True, closedmax=True, slidermin=None,
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slidermax=None, dragging=True, valstep=None,
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orientation='horizontal', *, initcolor='r',
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track_color='lightgrey', handle_style=None, **kwargs):
|
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"""
|
||
|
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Parameters
|
||
|
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----------
|
||
|
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ax : Axes
|
||
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The Axes to put the slider in.
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label : str
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Slider label.
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valmin : float
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The minimum value of the slider.
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valmax : float
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The maximum value of the slider.
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valinit : float, default: 0.5
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The slider initial position.
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valfmt : str, default: None
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%-format string used to format the slider value. If None, a
|
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|
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`.ScalarFormatter` is used instead.
|
||
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|
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closedmin : bool, default: True
|
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|
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Whether the slider interval is closed on the bottom.
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||
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closedmax : bool, default: True
|
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|
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Whether the slider interval is closed on the top.
|
||
|
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|
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slidermin : Slider, default: None
|
||
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Do not allow the current slider to have a value less than
|
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the value of the Slider *slidermin*.
|
||
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slidermax : Slider, default: None
|
||
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Do not allow the current slider to have a value greater than
|
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the value of the Slider *slidermax*.
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||
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|
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|
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dragging : bool, default: True
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||
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If True the slider can be dragged by the mouse.
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||
|
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|
||
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valstep : float or array-like, default: None
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||
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If a float, the slider will snap to multiples of *valstep*.
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||
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If an array the slider will snap to the values in the array.
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||
|
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orientation : {'horizontal', 'vertical'}, default: 'horizontal'
|
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The orientation of the slider.
|
||
|
|
|
||
|
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initcolor : color, default: 'r'
|
||
|
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The color of the line at the *valinit* position. Set to ``'none'``
|
||
|
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for no line.
|
||
|
|
|
||
|
|
track_color : color, default: 'lightgrey'
|
||
|
|
The color of the background track. The track is accessible for
|
||
|
|
further styling via the *track* attribute.
|
||
|
|
|
||
|
|
handle_style : dict
|
||
|
|
Properties of the slider handle. Default values are
|
||
|
|
|
||
|
|
========= ===== ======= ========================================
|
||
|
|
Key Value Default Description
|
||
|
|
========= ===== ======= ========================================
|
||
|
|
facecolor color 'white' The facecolor of the slider handle.
|
||
|
|
edgecolor color '.75' The edgecolor of the slider handle.
|
||
|
|
size int 10 The size of the slider handle in points.
|
||
|
|
========= ===== ======= ========================================
|
||
|
|
|
||
|
|
Other values will be transformed as marker{foo} and passed to the
|
||
|
|
`~.Line2D` constructor. e.g. ``handle_style = {'style'='x'}`` will
|
||
|
|
result in ``markerstyle = 'x'``.
|
||
|
|
|
||
|
|
Notes
|
||
|
|
-----
|
||
|
|
Additional kwargs are passed on to ``self.poly`` which is the
|
||
|
|
`~matplotlib.patches.Polygon` that draws the slider knob. See the
|
||
|
|
`.Polygon` documentation for valid property names (``facecolor``,
|
||
|
|
``edgecolor``, ``alpha``, etc.).
|
||
|
|
"""
|
||
|
|
super().__init__(ax, orientation, closedmin, closedmax,
|
||
|
|
valmin, valmax, valfmt, dragging, valstep)
|
||
|
|
|
||
|
|
if slidermin is not None and not hasattr(slidermin, 'val'):
|
||
|
|
raise ValueError(
|
||
|
|
f"Argument slidermin ({type(slidermin)}) has no 'val'")
|
||
|
|
if slidermax is not None and not hasattr(slidermax, 'val'):
|
||
|
|
raise ValueError(
|
||
|
|
f"Argument slidermax ({type(slidermax)}) has no 'val'")
|
||
|
|
self.slidermin = slidermin
|
||
|
|
self.slidermax = slidermax
|
||
|
|
valinit = self._value_in_bounds(valinit)
|
||
|
|
if valinit is None:
|
||
|
|
valinit = valmin
|
||
|
|
self.val = valinit
|
||
|
|
self.valinit = valinit
|
||
|
|
|
||
|
|
defaults = {'facecolor': 'white', 'edgecolor': '.75', 'size': 10}
|
||
|
|
handle_style = {} if handle_style is None else handle_style
|
||
|
|
marker_props = {
|
||
|
|
f'marker{k}': v for k, v in {**defaults, **handle_style}.items()
|
||
|
|
}
|
||
|
|
|
||
|
|
if orientation == 'vertical':
|
||
|
|
self.track = Rectangle(
|
||
|
|
(.25, 0), .5, 1,
|
||
|
|
transform=ax.transAxes,
|
||
|
|
facecolor=track_color
|
||
|
|
)
|
||
|
|
ax.add_patch(self.track)
|
||
|
|
self.poly = ax.axhspan(valmin, valinit, .25, .75, **kwargs)
|
||
|
|
# Drawing a longer line and clipping it to the track avoids
|
||
|
|
# pixelation-related asymmetries.
|
||
|
|
self.hline = ax.axhline(valinit, 0, 1, color=initcolor, lw=1,
|
||
|
|
clip_path=TransformedPatchPath(self.track))
|
||
|
|
handleXY = [[0.5], [valinit]]
|
||
|
|
else:
|
||
|
|
self.track = Rectangle(
|
||
|
|
(0, .25), 1, .5,
|
||
|
|
transform=ax.transAxes,
|
||
|
|
facecolor=track_color
|
||
|
|
)
|
||
|
|
ax.add_patch(self.track)
|
||
|
|
self.poly = ax.axvspan(valmin, valinit, .25, .75, **kwargs)
|
||
|
|
self.vline = ax.axvline(valinit, 0, 1, color=initcolor, lw=1,
|
||
|
|
clip_path=TransformedPatchPath(self.track))
|
||
|
|
handleXY = [[valinit], [0.5]]
|
||
|
|
self._handle, = ax.plot(
|
||
|
|
*handleXY,
|
||
|
|
"o",
|
||
|
|
**marker_props,
|
||
|
|
clip_on=False
|
||
|
|
)
|
||
|
|
|
||
|
|
if orientation == 'vertical':
|
||
|
|
self.label = ax.text(0.5, 1.02, label, transform=ax.transAxes,
|
||
|
|
verticalalignment='bottom',
|
||
|
|
horizontalalignment='center')
|
||
|
|
|
||
|
|
self.valtext = ax.text(0.5, -0.02, self._format(valinit),
|
||
|
|
transform=ax.transAxes,
|
||
|
|
verticalalignment='top',
|
||
|
|
horizontalalignment='center')
|
||
|
|
else:
|
||
|
|
self.label = ax.text(-0.02, 0.5, label, transform=ax.transAxes,
|
||
|
|
verticalalignment='center',
|
||
|
|
horizontalalignment='right')
|
||
|
|
|
||
|
|
self.valtext = ax.text(1.02, 0.5, self._format(valinit),
|
||
|
|
transform=ax.transAxes,
|
||
|
|
verticalalignment='center',
|
||
|
|
horizontalalignment='left')
|
||
|
|
|
||
|
|
self.set_val(valinit)
|
||
|
|
|
||
|
|
def _value_in_bounds(self, val):
|
||
|
|
"""Makes sure *val* is with given bounds."""
|
||
|
|
val = self._stepped_value(val)
|
||
|
|
|
||
|
|
if val <= self.valmin:
|
||
|
|
if not self.closedmin:
|
||
|
|
return
|
||
|
|
val = self.valmin
|
||
|
|
elif val >= self.valmax:
|
||
|
|
if not self.closedmax:
|
||
|
|
return
|
||
|
|
val = self.valmax
|
||
|
|
|
||
|
|
if self.slidermin is not None and val <= self.slidermin.val:
|
||
|
|
if not self.closedmin:
|
||
|
|
return
|
||
|
|
val = self.slidermin.val
|
||
|
|
|
||
|
|
if self.slidermax is not None and val >= self.slidermax.val:
|
||
|
|
if not self.closedmax:
|
||
|
|
return
|
||
|
|
val = self.slidermax.val
|
||
|
|
return val
|
||
|
|
|
||
|
|
def _update(self, event):
|
||
|
|
"""Update the slider position."""
|
||
|
|
if self.ignore(event) or event.button != 1:
|
||
|
|
return
|
||
|
|
|
||
|
|
if event.name == 'button_press_event' and event.inaxes == self.ax:
|
||
|
|
self.drag_active = True
|
||
|
|
event.canvas.grab_mouse(self.ax)
|
||
|
|
|
||
|
|
if not self.drag_active:
|
||
|
|
return
|
||
|
|
|
||
|
|
elif ((event.name == 'button_release_event') or
|
||
|
|
(event.name == 'button_press_event' and
|
||
|
|
event.inaxes != self.ax)):
|
||
|
|
self.drag_active = False
|
||
|
|
event.canvas.release_mouse(self.ax)
|
||
|
|
return
|
||
|
|
if self.orientation == 'vertical':
|
||
|
|
val = self._value_in_bounds(event.ydata)
|
||
|
|
else:
|
||
|
|
val = self._value_in_bounds(event.xdata)
|
||
|
|
if val not in [None, self.val]:
|
||
|
|
self.set_val(val)
|
||
|
|
|
||
|
|
def _format(self, val):
|
||
|
|
"""Pretty-print *val*."""
|
||
|
|
if self.valfmt is not None:
|
||
|
|
return self.valfmt % val
|
||
|
|
else:
|
||
|
|
_, s, _ = self._fmt.format_ticks([self.valmin, val, self.valmax])
|
||
|
|
# fmt.get_offset is actually the multiplicative factor, if any.
|
||
|
|
return s + self._fmt.get_offset()
|
||
|
|
|
||
|
|
def set_val(self, val):
|
||
|
|
"""
|
||
|
|
Set slider value to *val*.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
val : float
|
||
|
|
"""
|
||
|
|
xy = self.poly.xy
|
||
|
|
if self.orientation == 'vertical':
|
||
|
|
xy[1] = .25, val
|
||
|
|
xy[2] = .75, val
|
||
|
|
self._handle.set_ydata([val])
|
||
|
|
else:
|
||
|
|
xy[2] = val, .75
|
||
|
|
xy[3] = val, .25
|
||
|
|
self._handle.set_xdata([val])
|
||
|
|
self.poly.xy = xy
|
||
|
|
self.valtext.set_text(self._format(val))
|
||
|
|
if self.drawon:
|
||
|
|
self.ax.figure.canvas.draw_idle()
|
||
|
|
self.val = val
|
||
|
|
if self.eventson:
|
||
|
|
self._observers.process('changed', val)
|
||
|
|
|
||
|
|
def on_changed(self, func):
|
||
|
|
"""
|
||
|
|
Connect *func* as callback function to changes of the slider value.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
func : callable
|
||
|
|
Function to call when slider is changed.
|
||
|
|
The function must accept a single float as its arguments.
|
||
|
|
|
||
|
|
Returns
|
||
|
|
-------
|
||
|
|
int
|
||
|
|
Connection id (which can be used to disconnect *func*).
|
||
|
|
"""
|
||
|
|
return self._observers.connect('changed', lambda val: func(val))
|
||
|
|
|
||
|
|
|
||
|
|
class RangeSlider(SliderBase):
|
||
|
|
"""
|
||
|
|
A slider representing a range of floating point values. Defines the min and
|
||
|
|
max of the range via the *val* attribute as a tuple of (min, max).
|
||
|
|
|
||
|
|
Create a slider that defines a range contained within [*valmin*, *valmax*]
|
||
|
|
in Axes *ax*. For the slider to remain responsive you must maintain a
|
||
|
|
reference to it. Call :meth:`on_changed` to connect to the slider event.
|
||
|
|
|
||
|
|
Attributes
|
||
|
|
----------
|
||
|
|
val : tuple of float
|
||
|
|
Slider value.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(
|
||
|
|
self,
|
||
|
|
ax,
|
||
|
|
label,
|
||
|
|
valmin,
|
||
|
|
valmax,
|
||
|
|
valinit=None,
|
||
|
|
valfmt=None,
|
||
|
|
closedmin=True,
|
||
|
|
closedmax=True,
|
||
|
|
dragging=True,
|
||
|
|
valstep=None,
|
||
|
|
orientation="horizontal",
|
||
|
|
track_color='lightgrey',
|
||
|
|
handle_style=None,
|
||
|
|
**kwargs,
|
||
|
|
):
|
||
|
|
"""
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : Axes
|
||
|
|
The Axes to put the slider in.
|
||
|
|
|
||
|
|
label : str
|
||
|
|
Slider label.
|
||
|
|
|
||
|
|
valmin : float
|
||
|
|
The minimum value of the slider.
|
||
|
|
|
||
|
|
valmax : float
|
||
|
|
The maximum value of the slider.
|
||
|
|
|
||
|
|
valinit : tuple of float or None, default: None
|
||
|
|
The initial positions of the slider. If None the initial positions
|
||
|
|
will be at the 25th and 75th percentiles of the range.
|
||
|
|
|
||
|
|
valfmt : str, default: None
|
||
|
|
%-format string used to format the slider values. If None, a
|
||
|
|
`.ScalarFormatter` is used instead.
|
||
|
|
|
||
|
|
closedmin : bool, default: True
|
||
|
|
Whether the slider interval is closed on the bottom.
|
||
|
|
|
||
|
|
closedmax : bool, default: True
|
||
|
|
Whether the slider interval is closed on the top.
|
||
|
|
|
||
|
|
dragging : bool, default: True
|
||
|
|
If True the slider can be dragged by the mouse.
|
||
|
|
|
||
|
|
valstep : float, default: None
|
||
|
|
If given, the slider will snap to multiples of *valstep*.
|
||
|
|
|
||
|
|
orientation : {'horizontal', 'vertical'}, default: 'horizontal'
|
||
|
|
The orientation of the slider.
|
||
|
|
|
||
|
|
track_color : color, default: 'lightgrey'
|
||
|
|
The color of the background track. The track is accessible for
|
||
|
|
further styling via the *track* attribute.
|
||
|
|
|
||
|
|
handle_style : dict
|
||
|
|
Properties of the slider handles. Default values are
|
||
|
|
|
||
|
|
========= ===== ======= =========================================
|
||
|
|
Key Value Default Description
|
||
|
|
========= ===== ======= =========================================
|
||
|
|
facecolor color 'white' The facecolor of the slider handles.
|
||
|
|
edgecolor color '.75' The edgecolor of the slider handles.
|
||
|
|
size int 10 The size of the slider handles in points.
|
||
|
|
========= ===== ======= =========================================
|
||
|
|
|
||
|
|
Other values will be transformed as marker{foo} and passed to the
|
||
|
|
`~.Line2D` constructor. e.g. ``handle_style = {'style'='x'}`` will
|
||
|
|
result in ``markerstyle = 'x'``.
|
||
|
|
|
||
|
|
Notes
|
||
|
|
-----
|
||
|
|
Additional kwargs are passed on to ``self.poly`` which is the
|
||
|
|
`~matplotlib.patches.Polygon` that draws the slider knob. See the
|
||
|
|
`.Polygon` documentation for valid property names (``facecolor``,
|
||
|
|
``edgecolor``, ``alpha``, etc.).
|
||
|
|
"""
|
||
|
|
super().__init__(ax, orientation, closedmin, closedmax,
|
||
|
|
valmin, valmax, valfmt, dragging, valstep)
|
||
|
|
|
||
|
|
# Set a value to allow _value_in_bounds() to work.
|
||
|
|
self.val = [valmin, valmax]
|
||
|
|
if valinit is None:
|
||
|
|
# Place at the 25th and 75th percentiles
|
||
|
|
extent = valmax - valmin
|
||
|
|
valinit = np.array([valmin + extent * 0.25,
|
||
|
|
valmin + extent * 0.75])
|
||
|
|
else:
|
||
|
|
valinit = self._value_in_bounds(valinit)
|
||
|
|
self.val = valinit
|
||
|
|
self.valinit = valinit
|
||
|
|
|
||
|
|
defaults = {'facecolor': 'white', 'edgecolor': '.75', 'size': 10}
|
||
|
|
handle_style = {} if handle_style is None else handle_style
|
||
|
|
marker_props = {
|
||
|
|
f'marker{k}': v for k, v in {**defaults, **handle_style}.items()
|
||
|
|
}
|
||
|
|
|
||
|
|
if orientation == "vertical":
|
||
|
|
self.track = Rectangle(
|
||
|
|
(.25, 0), .5, 2,
|
||
|
|
transform=ax.transAxes,
|
||
|
|
facecolor=track_color
|
||
|
|
)
|
||
|
|
ax.add_patch(self.track)
|
||
|
|
poly_transform = self.ax.get_yaxis_transform(which="grid")
|
||
|
|
handleXY_1 = [.5, valinit[0]]
|
||
|
|
handleXY_2 = [.5, valinit[1]]
|
||
|
|
else:
|
||
|
|
self.track = Rectangle(
|
||
|
|
(0, .25), 1, .5,
|
||
|
|
transform=ax.transAxes,
|
||
|
|
facecolor=track_color
|
||
|
|
)
|
||
|
|
ax.add_patch(self.track)
|
||
|
|
poly_transform = self.ax.get_xaxis_transform(which="grid")
|
||
|
|
handleXY_1 = [valinit[0], .5]
|
||
|
|
handleXY_2 = [valinit[1], .5]
|
||
|
|
self.poly = Polygon(np.zeros([5, 2]), **kwargs)
|
||
|
|
self._update_selection_poly(*valinit)
|
||
|
|
self.poly.set_transform(poly_transform)
|
||
|
|
self.poly.get_path()._interpolation_steps = 100
|
||
|
|
self.ax.add_patch(self.poly)
|
||
|
|
self.ax._request_autoscale_view()
|
||
|
|
self._handles = [
|
||
|
|
ax.plot(
|
||
|
|
*handleXY_1,
|
||
|
|
"o",
|
||
|
|
**marker_props,
|
||
|
|
clip_on=False
|
||
|
|
)[0],
|
||
|
|
ax.plot(
|
||
|
|
*handleXY_2,
|
||
|
|
"o",
|
||
|
|
**marker_props,
|
||
|
|
clip_on=False
|
||
|
|
)[0]
|
||
|
|
]
|
||
|
|
|
||
|
|
if orientation == "vertical":
|
||
|
|
self.label = ax.text(
|
||
|
|
0.5,
|
||
|
|
1.02,
|
||
|
|
label,
|
||
|
|
transform=ax.transAxes,
|
||
|
|
verticalalignment="bottom",
|
||
|
|
horizontalalignment="center",
|
||
|
|
)
|
||
|
|
|
||
|
|
self.valtext = ax.text(
|
||
|
|
0.5,
|
||
|
|
-0.02,
|
||
|
|
self._format(valinit),
|
||
|
|
transform=ax.transAxes,
|
||
|
|
verticalalignment="top",
|
||
|
|
horizontalalignment="center",
|
||
|
|
)
|
||
|
|
else:
|
||
|
|
self.label = ax.text(
|
||
|
|
-0.02,
|
||
|
|
0.5,
|
||
|
|
label,
|
||
|
|
transform=ax.transAxes,
|
||
|
|
verticalalignment="center",
|
||
|
|
horizontalalignment="right",
|
||
|
|
)
|
||
|
|
|
||
|
|
self.valtext = ax.text(
|
||
|
|
1.02,
|
||
|
|
0.5,
|
||
|
|
self._format(valinit),
|
||
|
|
transform=ax.transAxes,
|
||
|
|
verticalalignment="center",
|
||
|
|
horizontalalignment="left",
|
||
|
|
)
|
||
|
|
|
||
|
|
self._active_handle = None
|
||
|
|
self.set_val(valinit)
|
||
|
|
|
||
|
|
def _update_selection_poly(self, vmin, vmax):
|
||
|
|
"""
|
||
|
|
Update the vertices of the *self.poly* slider in-place
|
||
|
|
to cover the data range *vmin*, *vmax*.
|
||
|
|
"""
|
||
|
|
# The vertices are positioned
|
||
|
|
# 1 ------ 2
|
||
|
|
# | |
|
||
|
|
# 0, 4 ---- 3
|
||
|
|
verts = self.poly.xy
|
||
|
|
if self.orientation == "vertical":
|
||
|
|
verts[0] = verts[4] = .25, vmin
|
||
|
|
verts[1] = .25, vmax
|
||
|
|
verts[2] = .75, vmax
|
||
|
|
verts[3] = .75, vmin
|
||
|
|
else:
|
||
|
|
verts[0] = verts[4] = vmin, .25
|
||
|
|
verts[1] = vmin, .75
|
||
|
|
verts[2] = vmax, .75
|
||
|
|
verts[3] = vmax, .25
|
||
|
|
|
||
|
|
def _min_in_bounds(self, min):
|
||
|
|
"""Ensure the new min value is between valmin and self.val[1]."""
|
||
|
|
if min <= self.valmin:
|
||
|
|
if not self.closedmin:
|
||
|
|
return self.val[0]
|
||
|
|
min = self.valmin
|
||
|
|
|
||
|
|
if min > self.val[1]:
|
||
|
|
min = self.val[1]
|
||
|
|
return self._stepped_value(min)
|
||
|
|
|
||
|
|
def _max_in_bounds(self, max):
|
||
|
|
"""Ensure the new max value is between valmax and self.val[0]."""
|
||
|
|
if max >= self.valmax:
|
||
|
|
if not self.closedmax:
|
||
|
|
return self.val[1]
|
||
|
|
max = self.valmax
|
||
|
|
|
||
|
|
if max <= self.val[0]:
|
||
|
|
max = self.val[0]
|
||
|
|
return self._stepped_value(max)
|
||
|
|
|
||
|
|
def _value_in_bounds(self, vals):
|
||
|
|
"""Clip min, max values to the bounds."""
|
||
|
|
return (self._min_in_bounds(vals[0]), self._max_in_bounds(vals[1]))
|
||
|
|
|
||
|
|
def _update_val_from_pos(self, pos):
|
||
|
|
"""Update the slider value based on a given position."""
|
||
|
|
idx = np.argmin(np.abs(self.val - pos))
|
||
|
|
if idx == 0:
|
||
|
|
val = self._min_in_bounds(pos)
|
||
|
|
self.set_min(val)
|
||
|
|
else:
|
||
|
|
val = self._max_in_bounds(pos)
|
||
|
|
self.set_max(val)
|
||
|
|
if self._active_handle:
|
||
|
|
if self.orientation == "vertical":
|
||
|
|
self._active_handle.set_ydata([val])
|
||
|
|
else:
|
||
|
|
self._active_handle.set_xdata([val])
|
||
|
|
|
||
|
|
def _update(self, event):
|
||
|
|
"""Update the slider position."""
|
||
|
|
if self.ignore(event) or event.button != 1:
|
||
|
|
return
|
||
|
|
|
||
|
|
if event.name == "button_press_event" and event.inaxes == self.ax:
|
||
|
|
self.drag_active = True
|
||
|
|
event.canvas.grab_mouse(self.ax)
|
||
|
|
|
||
|
|
if not self.drag_active:
|
||
|
|
return
|
||
|
|
|
||
|
|
elif (event.name == "button_release_event") or (
|
||
|
|
event.name == "button_press_event" and event.inaxes != self.ax
|
||
|
|
):
|
||
|
|
self.drag_active = False
|
||
|
|
event.canvas.release_mouse(self.ax)
|
||
|
|
self._active_handle = None
|
||
|
|
return
|
||
|
|
|
||
|
|
# determine which handle was grabbed
|
||
|
|
if self.orientation == "vertical":
|
||
|
|
handle_index = np.argmin(
|
||
|
|
np.abs([h.get_ydata()[0] - event.ydata for h in self._handles])
|
||
|
|
)
|
||
|
|
else:
|
||
|
|
handle_index = np.argmin(
|
||
|
|
np.abs([h.get_xdata()[0] - event.xdata for h in self._handles])
|
||
|
|
)
|
||
|
|
handle = self._handles[handle_index]
|
||
|
|
|
||
|
|
# these checks ensure smooth behavior if the handles swap which one
|
||
|
|
# has a higher value. i.e. if one is dragged over and past the other.
|
||
|
|
if handle is not self._active_handle:
|
||
|
|
self._active_handle = handle
|
||
|
|
|
||
|
|
if self.orientation == "vertical":
|
||
|
|
self._update_val_from_pos(event.ydata)
|
||
|
|
else:
|
||
|
|
self._update_val_from_pos(event.xdata)
|
||
|
|
|
||
|
|
def _format(self, val):
|
||
|
|
"""Pretty-print *val*."""
|
||
|
|
if self.valfmt is not None:
|
||
|
|
return f"({self.valfmt % val[0]}, {self.valfmt % val[1]})"
|
||
|
|
else:
|
||
|
|
_, s1, s2, _ = self._fmt.format_ticks(
|
||
|
|
[self.valmin, *val, self.valmax]
|
||
|
|
)
|
||
|
|
# fmt.get_offset is actually the multiplicative factor, if any.
|
||
|
|
s1 += self._fmt.get_offset()
|
||
|
|
s2 += self._fmt.get_offset()
|
||
|
|
# Use f string to avoid issues with backslashes when cast to a str
|
||
|
|
return f"({s1}, {s2})"
|
||
|
|
|
||
|
|
def set_min(self, min):
|
||
|
|
"""
|
||
|
|
Set the lower value of the slider to *min*.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
min : float
|
||
|
|
"""
|
||
|
|
self.set_val((min, self.val[1]))
|
||
|
|
|
||
|
|
def set_max(self, max):
|
||
|
|
"""
|
||
|
|
Set the lower value of the slider to *max*.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
max : float
|
||
|
|
"""
|
||
|
|
self.set_val((self.val[0], max))
|
||
|
|
|
||
|
|
def set_val(self, val):
|
||
|
|
"""
|
||
|
|
Set slider value to *val*.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
val : tuple or array-like of float
|
||
|
|
"""
|
||
|
|
val = np.sort(val)
|
||
|
|
_api.check_shape((2,), val=val)
|
||
|
|
vmin, vmax = val
|
||
|
|
vmin = self._min_in_bounds(vmin)
|
||
|
|
vmax = self._max_in_bounds(vmax)
|
||
|
|
self._update_selection_poly(vmin, vmax)
|
||
|
|
if self.orientation == "vertical":
|
||
|
|
self._handles[0].set_ydata([vmin])
|
||
|
|
self._handles[1].set_ydata([vmax])
|
||
|
|
else:
|
||
|
|
self._handles[0].set_xdata([vmin])
|
||
|
|
self._handles[1].set_xdata([vmax])
|
||
|
|
|
||
|
|
self.valtext.set_text(self._format((vmin, vmax)))
|
||
|
|
|
||
|
|
if self.drawon:
|
||
|
|
self.ax.figure.canvas.draw_idle()
|
||
|
|
self.val = (vmin, vmax)
|
||
|
|
if self.eventson:
|
||
|
|
self._observers.process("changed", (vmin, vmax))
|
||
|
|
|
||
|
|
def on_changed(self, func):
|
||
|
|
"""
|
||
|
|
Connect *func* as callback function to changes of the slider value.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
func : callable
|
||
|
|
Function to call when slider is changed. The function
|
||
|
|
must accept a numpy array with shape (2,) as its argument.
|
||
|
|
|
||
|
|
Returns
|
||
|
|
-------
|
||
|
|
int
|
||
|
|
Connection id (which can be used to disconnect *func*).
|
||
|
|
"""
|
||
|
|
return self._observers.connect('changed', lambda val: func(val))
|
||
|
|
|
||
|
|
|
||
|
|
class CheckButtons(AxesWidget):
|
||
|
|
r"""
|
||
|
|
A GUI neutral set of check buttons.
|
||
|
|
|
||
|
|
For the check buttons to remain responsive you must keep a
|
||
|
|
reference to this object.
|
||
|
|
|
||
|
|
Connect to the CheckButtons with the `.on_clicked` method.
|
||
|
|
|
||
|
|
Attributes
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The parent Axes for the widget.
|
||
|
|
labels : list of `.Text`
|
||
|
|
|
||
|
|
rectangles : list of `.Rectangle`
|
||
|
|
|
||
|
|
lines : list of (`.Line2D`, `.Line2D`) pairs
|
||
|
|
List of lines for the x's in the check boxes. These lines exist for
|
||
|
|
each box, but have ``set_visible(False)`` when its box is not checked.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, ax, labels, actives=None):
|
||
|
|
"""
|
||
|
|
Add check buttons to `matplotlib.axes.Axes` instance *ax*.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The parent Axes for the widget.
|
||
|
|
|
||
|
|
labels : list of str
|
||
|
|
The labels of the check buttons.
|
||
|
|
|
||
|
|
actives : list of bool, optional
|
||
|
|
The initial check states of the buttons. The list must have the
|
||
|
|
same length as *labels*. If not given, all buttons are unchecked.
|
||
|
|
"""
|
||
|
|
super().__init__(ax)
|
||
|
|
|
||
|
|
ax.set_xticks([])
|
||
|
|
ax.set_yticks([])
|
||
|
|
ax.set_navigate(False)
|
||
|
|
|
||
|
|
if actives is None:
|
||
|
|
actives = [False] * len(labels)
|
||
|
|
|
||
|
|
if len(labels) > 1:
|
||
|
|
dy = 1. / (len(labels) + 1)
|
||
|
|
ys = np.linspace(1 - dy, dy, len(labels))
|
||
|
|
else:
|
||
|
|
dy = 0.25
|
||
|
|
ys = [0.5]
|
||
|
|
|
||
|
|
axcolor = ax.get_facecolor()
|
||
|
|
|
||
|
|
self.labels = []
|
||
|
|
self.lines = []
|
||
|
|
self.rectangles = []
|
||
|
|
|
||
|
|
lineparams = {'color': 'k', 'linewidth': 1.25,
|
||
|
|
'transform': ax.transAxes, 'solid_capstyle': 'butt'}
|
||
|
|
for y, label, active in zip(ys, labels, actives):
|
||
|
|
t = ax.text(0.25, y, label, transform=ax.transAxes,
|
||
|
|
horizontalalignment='left',
|
||
|
|
verticalalignment='center')
|
||
|
|
|
||
|
|
w, h = dy / 2, dy / 2
|
||
|
|
x, y = 0.05, y - h / 2
|
||
|
|
|
||
|
|
p = Rectangle(xy=(x, y), width=w, height=h, edgecolor='black',
|
||
|
|
facecolor=axcolor, transform=ax.transAxes)
|
||
|
|
|
||
|
|
l1 = Line2D([x, x + w], [y + h, y], **lineparams)
|
||
|
|
l2 = Line2D([x, x + w], [y, y + h], **lineparams)
|
||
|
|
|
||
|
|
l1.set_visible(active)
|
||
|
|
l2.set_visible(active)
|
||
|
|
self.labels.append(t)
|
||
|
|
self.rectangles.append(p)
|
||
|
|
self.lines.append((l1, l2))
|
||
|
|
ax.add_patch(p)
|
||
|
|
ax.add_line(l1)
|
||
|
|
ax.add_line(l2)
|
||
|
|
|
||
|
|
self.connect_event('button_press_event', self._clicked)
|
||
|
|
|
||
|
|
self._observers = cbook.CallbackRegistry(signals=["clicked"])
|
||
|
|
|
||
|
|
def _clicked(self, event):
|
||
|
|
if self.ignore(event) or event.button != 1 or event.inaxes != self.ax:
|
||
|
|
return
|
||
|
|
for i, (p, t) in enumerate(zip(self.rectangles, self.labels)):
|
||
|
|
if (t.get_window_extent().contains(event.x, event.y) or
|
||
|
|
p.get_window_extent().contains(event.x, event.y)):
|
||
|
|
self.set_active(i)
|
||
|
|
break
|
||
|
|
|
||
|
|
def set_active(self, index):
|
||
|
|
"""
|
||
|
|
Toggle (activate or deactivate) a check button by index.
|
||
|
|
|
||
|
|
Callbacks will be triggered if :attr:`eventson` is True.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
index : int
|
||
|
|
Index of the check button to toggle.
|
||
|
|
|
||
|
|
Raises
|
||
|
|
------
|
||
|
|
ValueError
|
||
|
|
If *index* is invalid.
|
||
|
|
"""
|
||
|
|
if index not in range(len(self.labels)):
|
||
|
|
raise ValueError(f'Invalid CheckButton index: {index}')
|
||
|
|
|
||
|
|
l1, l2 = self.lines[index]
|
||
|
|
l1.set_visible(not l1.get_visible())
|
||
|
|
l2.set_visible(not l2.get_visible())
|
||
|
|
|
||
|
|
if self.drawon:
|
||
|
|
self.ax.figure.canvas.draw()
|
||
|
|
|
||
|
|
if self.eventson:
|
||
|
|
self._observers.process('clicked', self.labels[index].get_text())
|
||
|
|
|
||
|
|
def get_status(self):
|
||
|
|
"""
|
||
|
|
Return a tuple of the status (True/False) of all of the check buttons.
|
||
|
|
"""
|
||
|
|
return [l1.get_visible() for (l1, l2) in self.lines]
|
||
|
|
|
||
|
|
def on_clicked(self, func):
|
||
|
|
"""
|
||
|
|
Connect the callback function *func* to button click events.
|
||
|
|
|
||
|
|
Returns a connection id, which can be used to disconnect the callback.
|
||
|
|
"""
|
||
|
|
return self._observers.connect('clicked', lambda text: func(text))
|
||
|
|
|
||
|
|
def disconnect(self, cid):
|
||
|
|
"""Remove the observer with connection id *cid*."""
|
||
|
|
self._observers.disconnect(cid)
|
||
|
|
|
||
|
|
|
||
|
|
class TextBox(AxesWidget):
|
||
|
|
"""
|
||
|
|
A GUI neutral text input box.
|
||
|
|
|
||
|
|
For the text box to remain responsive you must keep a reference to it.
|
||
|
|
|
||
|
|
Call `.on_text_change` to be updated whenever the text changes.
|
||
|
|
|
||
|
|
Call `.on_submit` to be updated whenever the user hits enter or
|
||
|
|
leaves the text entry field.
|
||
|
|
|
||
|
|
Attributes
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The parent Axes for the widget.
|
||
|
|
label : `.Text`
|
||
|
|
|
||
|
|
color : color
|
||
|
|
The color of the text box when not hovering.
|
||
|
|
hovercolor : color
|
||
|
|
The color of the text box when hovering.
|
||
|
|
"""
|
||
|
|
|
||
|
|
DIST_FROM_LEFT = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
|
||
|
|
def __init__(self, ax, label, initial='',
|
||
|
|
color='.95', hovercolor='1', label_pad=.01,
|
||
|
|
textalignment="left"):
|
||
|
|
"""
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The `~.axes.Axes` instance the button will be placed into.
|
||
|
|
label : str
|
||
|
|
Label for this text box.
|
||
|
|
initial : str
|
||
|
|
Initial value in the text box.
|
||
|
|
color : color
|
||
|
|
The color of the box.
|
||
|
|
hovercolor : color
|
||
|
|
The color of the box when the mouse is over it.
|
||
|
|
label_pad : float
|
||
|
|
The distance between the label and the right side of the textbox.
|
||
|
|
textalignment : {'left', 'center', 'right'}
|
||
|
|
The horizontal location of the text.
|
||
|
|
"""
|
||
|
|
super().__init__(ax)
|
||
|
|
|
||
|
|
self._DIST_FROM_LEFT = .05
|
||
|
|
|
||
|
|
self._text_position = _api.check_getitem(
|
||
|
|
{"left": 0.05, "center": 0.5, "right": 0.95},
|
||
|
|
textalignment=textalignment)
|
||
|
|
|
||
|
|
self.label = ax.text(
|
||
|
|
-label_pad, 0.5, label, transform=ax.transAxes,
|
||
|
|
verticalalignment='center', horizontalalignment='right')
|
||
|
|
|
||
|
|
# TextBox's text object should not parse mathtext at all.
|
||
|
|
self.text_disp = self.ax.text(
|
||
|
|
self._text_position, 0.5, initial, transform=self.ax.transAxes,
|
||
|
|
verticalalignment='center', horizontalalignment=textalignment,
|
||
|
|
parse_math=False)
|
||
|
|
|
||
|
|
self._observers = cbook.CallbackRegistry(signals=["change", "submit"])
|
||
|
|
|
||
|
|
ax.set(
|
||
|
|
xlim=(0, 1), ylim=(0, 1), # s.t. cursor appears from first click.
|
||
|
|
navigate=False, facecolor=color,
|
||
|
|
xticks=[], yticks=[])
|
||
|
|
|
||
|
|
self.cursor_index = 0
|
||
|
|
|
||
|
|
self.cursor = ax.vlines(0, 0, 0, visible=False, color="k", lw=1,
|
||
|
|
transform=mpl.transforms.IdentityTransform())
|
||
|
|
|
||
|
|
self.connect_event('button_press_event', self._click)
|
||
|
|
self.connect_event('button_release_event', self._release)
|
||
|
|
self.connect_event('motion_notify_event', self._motion)
|
||
|
|
self.connect_event('key_press_event', self._keypress)
|
||
|
|
self.connect_event('resize_event', self._resize)
|
||
|
|
|
||
|
|
self.color = color
|
||
|
|
self.hovercolor = hovercolor
|
||
|
|
|
||
|
|
self.capturekeystrokes = False
|
||
|
|
|
||
|
|
@property
|
||
|
|
def text(self):
|
||
|
|
return self.text_disp.get_text()
|
||
|
|
|
||
|
|
def _rendercursor(self):
|
||
|
|
# this is a hack to figure out where the cursor should go.
|
||
|
|
# we draw the text up to where the cursor should go, measure
|
||
|
|
# and save its dimensions, draw the real text, then put the cursor
|
||
|
|
# at the saved dimensions
|
||
|
|
|
||
|
|
# This causes a single extra draw if the figure has never been rendered
|
||
|
|
# yet, which should be fine as we're going to repeatedly re-render the
|
||
|
|
# figure later anyways.
|
||
|
|
if self.ax.figure._get_renderer() is None:
|
||
|
|
self.ax.figure.canvas.draw()
|
||
|
|
|
||
|
|
text = self.text_disp.get_text() # Save value before overwriting it.
|
||
|
|
widthtext = text[:self.cursor_index]
|
||
|
|
|
||
|
|
bb_text = self.text_disp.get_window_extent()
|
||
|
|
self.text_disp.set_text(widthtext or ",")
|
||
|
|
bb_widthtext = self.text_disp.get_window_extent()
|
||
|
|
|
||
|
|
if bb_text.y0 == bb_text.y1: # Restoring the height if no text.
|
||
|
|
bb_text.y0 -= bb_widthtext.height / 2
|
||
|
|
bb_text.y1 += bb_widthtext.height / 2
|
||
|
|
elif not widthtext: # Keep width to 0.
|
||
|
|
bb_text.x1 = bb_text.x0
|
||
|
|
else: # Move the cursor using width of bb_widthtext.
|
||
|
|
bb_text.x1 = bb_text.x0 + bb_widthtext.width
|
||
|
|
|
||
|
|
self.cursor.set(
|
||
|
|
segments=[[(bb_text.x1, bb_text.y0), (bb_text.x1, bb_text.y1)]],
|
||
|
|
visible=True)
|
||
|
|
self.text_disp.set_text(text)
|
||
|
|
|
||
|
|
self.ax.figure.canvas.draw()
|
||
|
|
|
||
|
|
def _release(self, event):
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
if event.canvas.mouse_grabber != self.ax:
|
||
|
|
return
|
||
|
|
event.canvas.release_mouse(self.ax)
|
||
|
|
|
||
|
|
def _keypress(self, event):
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
if self.capturekeystrokes:
|
||
|
|
key = event.key
|
||
|
|
text = self.text
|
||
|
|
if len(key) == 1:
|
||
|
|
text = (text[:self.cursor_index] + key +
|
||
|
|
text[self.cursor_index:])
|
||
|
|
self.cursor_index += 1
|
||
|
|
elif key == "right":
|
||
|
|
if self.cursor_index != len(text):
|
||
|
|
self.cursor_index += 1
|
||
|
|
elif key == "left":
|
||
|
|
if self.cursor_index != 0:
|
||
|
|
self.cursor_index -= 1
|
||
|
|
elif key == "home":
|
||
|
|
self.cursor_index = 0
|
||
|
|
elif key == "end":
|
||
|
|
self.cursor_index = len(text)
|
||
|
|
elif key == "backspace":
|
||
|
|
if self.cursor_index != 0:
|
||
|
|
text = (text[:self.cursor_index - 1] +
|
||
|
|
text[self.cursor_index:])
|
||
|
|
self.cursor_index -= 1
|
||
|
|
elif key == "delete":
|
||
|
|
if self.cursor_index != len(self.text):
|
||
|
|
text = (text[:self.cursor_index] +
|
||
|
|
text[self.cursor_index + 1:])
|
||
|
|
self.text_disp.set_text(text)
|
||
|
|
self._rendercursor()
|
||
|
|
if self.eventson:
|
||
|
|
self._observers.process('change', self.text)
|
||
|
|
if key in ["enter", "return"]:
|
||
|
|
self._observers.process('submit', self.text)
|
||
|
|
|
||
|
|
def set_val(self, val):
|
||
|
|
newval = str(val)
|
||
|
|
if self.text == newval:
|
||
|
|
return
|
||
|
|
self.text_disp.set_text(newval)
|
||
|
|
self._rendercursor()
|
||
|
|
if self.eventson:
|
||
|
|
self._observers.process('change', self.text)
|
||
|
|
self._observers.process('submit', self.text)
|
||
|
|
|
||
|
|
def begin_typing(self, x):
|
||
|
|
self.capturekeystrokes = True
|
||
|
|
# Disable keypress shortcuts, which may otherwise cause the figure to
|
||
|
|
# be saved, closed, etc., until the user stops typing. The way to
|
||
|
|
# achieve this depends on whether toolmanager is in use.
|
||
|
|
stack = ExitStack() # Register cleanup actions when user stops typing.
|
||
|
|
self._on_stop_typing = stack.close
|
||
|
|
toolmanager = getattr(
|
||
|
|
self.ax.figure.canvas.manager, "toolmanager", None)
|
||
|
|
if toolmanager is not None:
|
||
|
|
# If using toolmanager, lock keypresses, and plan to release the
|
||
|
|
# lock when typing stops.
|
||
|
|
toolmanager.keypresslock(self)
|
||
|
|
stack.callback(toolmanager.keypresslock.release, self)
|
||
|
|
else:
|
||
|
|
# If not using toolmanager, disable all keypress-related rcParams.
|
||
|
|
# Avoid spurious warnings if keymaps are getting deprecated.
|
||
|
|
with _api.suppress_matplotlib_deprecation_warning():
|
||
|
|
stack.enter_context(mpl.rc_context(
|
||
|
|
{k: [] for k in mpl.rcParams if k.startswith("keymap.")}))
|
||
|
|
|
||
|
|
def stop_typing(self):
|
||
|
|
if self.capturekeystrokes:
|
||
|
|
self._on_stop_typing()
|
||
|
|
self._on_stop_typing = None
|
||
|
|
notifysubmit = True
|
||
|
|
else:
|
||
|
|
notifysubmit = False
|
||
|
|
self.capturekeystrokes = False
|
||
|
|
self.cursor.set_visible(False)
|
||
|
|
self.ax.figure.canvas.draw()
|
||
|
|
if notifysubmit and self.eventson:
|
||
|
|
# Because process() might throw an error in the user's code, only
|
||
|
|
# call it once we've already done our cleanup.
|
||
|
|
self._observers.process('submit', self.text)
|
||
|
|
|
||
|
|
def position_cursor(self, x):
|
||
|
|
# now, we have to figure out where the cursor goes.
|
||
|
|
# approximate it based on assuming all characters the same length
|
||
|
|
if len(self.text) == 0:
|
||
|
|
self.cursor_index = 0
|
||
|
|
else:
|
||
|
|
bb = self.text_disp.get_window_extent()
|
||
|
|
ratio = np.clip((x - bb.x0) / bb.width, 0, 1)
|
||
|
|
self.cursor_index = int(len(self.text) * ratio)
|
||
|
|
self._rendercursor()
|
||
|
|
|
||
|
|
def _click(self, event):
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
if event.inaxes != self.ax:
|
||
|
|
self.stop_typing()
|
||
|
|
return
|
||
|
|
if not self.eventson:
|
||
|
|
return
|
||
|
|
if event.canvas.mouse_grabber != self.ax:
|
||
|
|
event.canvas.grab_mouse(self.ax)
|
||
|
|
if not self.capturekeystrokes:
|
||
|
|
self.begin_typing(event.x)
|
||
|
|
self.position_cursor(event.x)
|
||
|
|
|
||
|
|
def _resize(self, event):
|
||
|
|
self.stop_typing()
|
||
|
|
|
||
|
|
def _motion(self, event):
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
c = self.hovercolor if event.inaxes == self.ax else self.color
|
||
|
|
if not colors.same_color(c, self.ax.get_facecolor()):
|
||
|
|
self.ax.set_facecolor(c)
|
||
|
|
if self.drawon:
|
||
|
|
self.ax.figure.canvas.draw()
|
||
|
|
|
||
|
|
def on_text_change(self, func):
|
||
|
|
"""
|
||
|
|
When the text changes, call this *func* with event.
|
||
|
|
|
||
|
|
A connection id is returned which can be used to disconnect.
|
||
|
|
"""
|
||
|
|
return self._observers.connect('change', lambda text: func(text))
|
||
|
|
|
||
|
|
def on_submit(self, func):
|
||
|
|
"""
|
||
|
|
When the user hits enter or leaves the submission box, call this
|
||
|
|
*func* with event.
|
||
|
|
|
||
|
|
A connection id is returned which can be used to disconnect.
|
||
|
|
"""
|
||
|
|
return self._observers.connect('submit', lambda text: func(text))
|
||
|
|
|
||
|
|
def disconnect(self, cid):
|
||
|
|
"""Remove the observer with connection id *cid*."""
|
||
|
|
self._observers.disconnect(cid)
|
||
|
|
|
||
|
|
|
||
|
|
class RadioButtons(AxesWidget):
|
||
|
|
"""
|
||
|
|
A GUI neutral radio button.
|
||
|
|
|
||
|
|
For the buttons to remain responsive you must keep a reference to this
|
||
|
|
object.
|
||
|
|
|
||
|
|
Connect to the RadioButtons with the `.on_clicked` method.
|
||
|
|
|
||
|
|
Attributes
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The parent Axes for the widget.
|
||
|
|
activecolor : color
|
||
|
|
The color of the selected button.
|
||
|
|
labels : list of `.Text`
|
||
|
|
The button labels.
|
||
|
|
circles : list of `~.patches.Circle`
|
||
|
|
The buttons.
|
||
|
|
value_selected : str
|
||
|
|
The label text of the currently selected button.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, ax, labels, active=0, activecolor='blue'):
|
||
|
|
"""
|
||
|
|
Add radio buttons to an `~.axes.Axes`.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The Axes to add the buttons to.
|
||
|
|
labels : list of str
|
||
|
|
The button labels.
|
||
|
|
active : int
|
||
|
|
The index of the initially selected button.
|
||
|
|
activecolor : color
|
||
|
|
The color of the selected button.
|
||
|
|
"""
|
||
|
|
super().__init__(ax)
|
||
|
|
self.activecolor = activecolor
|
||
|
|
self.value_selected = None
|
||
|
|
|
||
|
|
ax.set_xticks([])
|
||
|
|
ax.set_yticks([])
|
||
|
|
ax.set_navigate(False)
|
||
|
|
dy = 1. / (len(labels) + 1)
|
||
|
|
ys = np.linspace(1 - dy, dy, len(labels))
|
||
|
|
cnt = 0
|
||
|
|
axcolor = ax.get_facecolor()
|
||
|
|
|
||
|
|
# scale the radius of the circle with the spacing between each one
|
||
|
|
circle_radius = dy / 2 - 0.01
|
||
|
|
# default to hard-coded value if the radius becomes too large
|
||
|
|
circle_radius = min(circle_radius, 0.05)
|
||
|
|
|
||
|
|
self.labels = []
|
||
|
|
self.circles = []
|
||
|
|
for y, label in zip(ys, labels):
|
||
|
|
t = ax.text(0.25, y, label, transform=ax.transAxes,
|
||
|
|
horizontalalignment='left',
|
||
|
|
verticalalignment='center')
|
||
|
|
|
||
|
|
if cnt == active:
|
||
|
|
self.value_selected = label
|
||
|
|
facecolor = activecolor
|
||
|
|
else:
|
||
|
|
facecolor = axcolor
|
||
|
|
|
||
|
|
p = Circle(xy=(0.15, y), radius=circle_radius, edgecolor='black',
|
||
|
|
facecolor=facecolor, transform=ax.transAxes)
|
||
|
|
|
||
|
|
self.labels.append(t)
|
||
|
|
self.circles.append(p)
|
||
|
|
ax.add_patch(p)
|
||
|
|
cnt += 1
|
||
|
|
|
||
|
|
self.connect_event('button_press_event', self._clicked)
|
||
|
|
|
||
|
|
self._observers = cbook.CallbackRegistry(signals=["clicked"])
|
||
|
|
|
||
|
|
def _clicked(self, event):
|
||
|
|
if self.ignore(event) or event.button != 1 or event.inaxes != self.ax:
|
||
|
|
return
|
||
|
|
pclicked = self.ax.transAxes.inverted().transform((event.x, event.y))
|
||
|
|
distances = {}
|
||
|
|
for i, (p, t) in enumerate(zip(self.circles, self.labels)):
|
||
|
|
if (t.get_window_extent().contains(event.x, event.y)
|
||
|
|
or np.linalg.norm(pclicked - p.center) < p.radius):
|
||
|
|
distances[i] = np.linalg.norm(pclicked - p.center)
|
||
|
|
if len(distances) > 0:
|
||
|
|
closest = min(distances, key=distances.get)
|
||
|
|
self.set_active(closest)
|
||
|
|
|
||
|
|
def set_active(self, index):
|
||
|
|
"""
|
||
|
|
Select button with number *index*.
|
||
|
|
|
||
|
|
Callbacks will be triggered if :attr:`eventson` is True.
|
||
|
|
"""
|
||
|
|
if index not in range(len(self.labels)):
|
||
|
|
raise ValueError(f'Invalid RadioButton index: {index}')
|
||
|
|
|
||
|
|
self.value_selected = self.labels[index].get_text()
|
||
|
|
|
||
|
|
for i, p in enumerate(self.circles):
|
||
|
|
if i == index:
|
||
|
|
color = self.activecolor
|
||
|
|
else:
|
||
|
|
color = self.ax.get_facecolor()
|
||
|
|
p.set_facecolor(color)
|
||
|
|
|
||
|
|
if self.drawon:
|
||
|
|
self.ax.figure.canvas.draw()
|
||
|
|
|
||
|
|
if self.eventson:
|
||
|
|
self._observers.process('clicked', self.labels[index].get_text())
|
||
|
|
|
||
|
|
def on_clicked(self, func):
|
||
|
|
"""
|
||
|
|
Connect the callback function *func* to button click events.
|
||
|
|
|
||
|
|
Returns a connection id, which can be used to disconnect the callback.
|
||
|
|
"""
|
||
|
|
return self._observers.connect('clicked', func)
|
||
|
|
|
||
|
|
def disconnect(self, cid):
|
||
|
|
"""Remove the observer with connection id *cid*."""
|
||
|
|
self._observers.disconnect(cid)
|
||
|
|
|
||
|
|
|
||
|
|
class SubplotTool(Widget):
|
||
|
|
"""
|
||
|
|
A tool to adjust the subplot params of a `matplotlib.figure.Figure`.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, targetfig, toolfig):
|
||
|
|
"""
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
targetfig : `.Figure`
|
||
|
|
The figure instance to adjust.
|
||
|
|
toolfig : `.Figure`
|
||
|
|
The figure instance to embed the subplot tool into.
|
||
|
|
"""
|
||
|
|
|
||
|
|
self.figure = toolfig
|
||
|
|
self.targetfig = targetfig
|
||
|
|
toolfig.subplots_adjust(left=0.2, right=0.9)
|
||
|
|
toolfig.suptitle("Click on slider to adjust subplot param")
|
||
|
|
|
||
|
|
self._sliders = []
|
||
|
|
names = ["left", "bottom", "right", "top", "wspace", "hspace"]
|
||
|
|
# The last subplot, removed below, keeps space for the "Reset" button.
|
||
|
|
for name, ax in zip(names, toolfig.subplots(len(names) + 1)):
|
||
|
|
ax.set_navigate(False)
|
||
|
|
slider = Slider(ax, name,
|
||
|
|
0, 1, getattr(targetfig.subplotpars, name))
|
||
|
|
slider.on_changed(self._on_slider_changed)
|
||
|
|
self._sliders.append(slider)
|
||
|
|
toolfig.axes[-1].remove()
|
||
|
|
(self.sliderleft, self.sliderbottom, self.sliderright, self.slidertop,
|
||
|
|
self.sliderwspace, self.sliderhspace) = self._sliders
|
||
|
|
for slider in [self.sliderleft, self.sliderbottom,
|
||
|
|
self.sliderwspace, self.sliderhspace]:
|
||
|
|
slider.closedmax = False
|
||
|
|
for slider in [self.sliderright, self.slidertop]:
|
||
|
|
slider.closedmin = False
|
||
|
|
|
||
|
|
# constraints
|
||
|
|
self.sliderleft.slidermax = self.sliderright
|
||
|
|
self.sliderright.slidermin = self.sliderleft
|
||
|
|
self.sliderbottom.slidermax = self.slidertop
|
||
|
|
self.slidertop.slidermin = self.sliderbottom
|
||
|
|
|
||
|
|
bax = toolfig.add_axes([0.8, 0.05, 0.15, 0.075])
|
||
|
|
self.buttonreset = Button(bax, 'Reset')
|
||
|
|
self.buttonreset.on_clicked(self._on_reset)
|
||
|
|
|
||
|
|
def _on_slider_changed(self, _):
|
||
|
|
self.targetfig.subplots_adjust(
|
||
|
|
**{slider.label.get_text(): slider.val
|
||
|
|
for slider in self._sliders})
|
||
|
|
if self.drawon:
|
||
|
|
self.targetfig.canvas.draw()
|
||
|
|
|
||
|
|
def _on_reset(self, event):
|
||
|
|
with ExitStack() as stack:
|
||
|
|
# Temporarily disable drawing on self and self's sliders, and
|
||
|
|
# disconnect slider events (as the subplotparams can be temporarily
|
||
|
|
# invalid, depending on the order in which they are restored).
|
||
|
|
stack.enter_context(cbook._setattr_cm(self, drawon=False))
|
||
|
|
for slider in self._sliders:
|
||
|
|
stack.enter_context(
|
||
|
|
cbook._setattr_cm(slider, drawon=False, eventson=False))
|
||
|
|
# Reset the slider to the initial position.
|
||
|
|
for slider in self._sliders:
|
||
|
|
slider.reset()
|
||
|
|
if self.drawon:
|
||
|
|
event.canvas.draw() # Redraw the subplottool canvas.
|
||
|
|
self._on_slider_changed(None) # Apply changes to the target window.
|
||
|
|
|
||
|
|
|
||
|
|
class Cursor(AxesWidget):
|
||
|
|
"""
|
||
|
|
A crosshair cursor that spans the Axes and moves with mouse cursor.
|
||
|
|
|
||
|
|
For the cursor to remain responsive you must keep a reference to it.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `matplotlib.axes.Axes`
|
||
|
|
The `~.axes.Axes` to attach the cursor to.
|
||
|
|
horizOn : bool, default: True
|
||
|
|
Whether to draw the horizontal line.
|
||
|
|
vertOn : bool, default: True
|
||
|
|
Whether to draw the vertical line.
|
||
|
|
useblit : bool, default: False
|
||
|
|
Use blitting for faster drawing if supported by the backend.
|
||
|
|
See the tutorial :doc:`/tutorials/advanced/blitting` for details.
|
||
|
|
|
||
|
|
Other Parameters
|
||
|
|
----------------
|
||
|
|
**lineprops
|
||
|
|
`.Line2D` properties that control the appearance of the lines.
|
||
|
|
See also `~.Axes.axhline`.
|
||
|
|
|
||
|
|
Examples
|
||
|
|
--------
|
||
|
|
See :doc:`/gallery/widgets/cursor`.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, ax, horizOn=True, vertOn=True, useblit=False,
|
||
|
|
**lineprops):
|
||
|
|
super().__init__(ax)
|
||
|
|
|
||
|
|
self.connect_event('motion_notify_event', self.onmove)
|
||
|
|
self.connect_event('draw_event', self.clear)
|
||
|
|
|
||
|
|
self.visible = True
|
||
|
|
self.horizOn = horizOn
|
||
|
|
self.vertOn = vertOn
|
||
|
|
self.useblit = useblit and self.canvas.supports_blit
|
||
|
|
|
||
|
|
if self.useblit:
|
||
|
|
lineprops['animated'] = True
|
||
|
|
self.lineh = ax.axhline(ax.get_ybound()[0], visible=False, **lineprops)
|
||
|
|
self.linev = ax.axvline(ax.get_xbound()[0], visible=False, **lineprops)
|
||
|
|
|
||
|
|
self.background = None
|
||
|
|
self.needclear = False
|
||
|
|
|
||
|
|
def clear(self, event):
|
||
|
|
"""Internal event handler to clear the cursor."""
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
if self.useblit:
|
||
|
|
self.background = self.canvas.copy_from_bbox(self.ax.bbox)
|
||
|
|
self.linev.set_visible(False)
|
||
|
|
self.lineh.set_visible(False)
|
||
|
|
|
||
|
|
def onmove(self, event):
|
||
|
|
"""Internal event handler to draw the cursor when the mouse moves."""
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
if not self.canvas.widgetlock.available(self):
|
||
|
|
return
|
||
|
|
if event.inaxes != self.ax:
|
||
|
|
self.linev.set_visible(False)
|
||
|
|
self.lineh.set_visible(False)
|
||
|
|
|
||
|
|
if self.needclear:
|
||
|
|
self.canvas.draw()
|
||
|
|
self.needclear = False
|
||
|
|
return
|
||
|
|
self.needclear = True
|
||
|
|
if not self.visible:
|
||
|
|
return
|
||
|
|
self.linev.set_xdata((event.xdata, event.xdata))
|
||
|
|
|
||
|
|
self.lineh.set_ydata((event.ydata, event.ydata))
|
||
|
|
self.linev.set_visible(self.visible and self.vertOn)
|
||
|
|
self.lineh.set_visible(self.visible and self.horizOn)
|
||
|
|
|
||
|
|
self._update()
|
||
|
|
|
||
|
|
def _update(self):
|
||
|
|
if self.useblit:
|
||
|
|
if self.background is not None:
|
||
|
|
self.canvas.restore_region(self.background)
|
||
|
|
self.ax.draw_artist(self.linev)
|
||
|
|
self.ax.draw_artist(self.lineh)
|
||
|
|
self.canvas.blit(self.ax.bbox)
|
||
|
|
else:
|
||
|
|
self.canvas.draw_idle()
|
||
|
|
return False
|
||
|
|
|
||
|
|
|
||
|
|
class MultiCursor(Widget):
|
||
|
|
"""
|
||
|
|
Provide a vertical (default) and/or horizontal line cursor shared between
|
||
|
|
multiple Axes.
|
||
|
|
|
||
|
|
For the cursor to remain responsive you must keep a reference to it.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
canvas : object
|
||
|
|
This parameter is entirely unused and only kept for back-compatibility.
|
||
|
|
|
||
|
|
axes : list of `matplotlib.axes.Axes`
|
||
|
|
The `~.axes.Axes` to attach the cursor to.
|
||
|
|
|
||
|
|
useblit : bool, default: True
|
||
|
|
Use blitting for faster drawing if supported by the backend.
|
||
|
|
See the tutorial :doc:`/tutorials/advanced/blitting`
|
||
|
|
for details.
|
||
|
|
|
||
|
|
horizOn : bool, default: False
|
||
|
|
Whether to draw the horizontal line.
|
||
|
|
|
||
|
|
vertOn : bool, default: True
|
||
|
|
Whether to draw the vertical line.
|
||
|
|
|
||
|
|
Other Parameters
|
||
|
|
----------------
|
||
|
|
**lineprops
|
||
|
|
`.Line2D` properties that control the appearance of the lines.
|
||
|
|
See also `~.Axes.axhline`.
|
||
|
|
|
||
|
|
Examples
|
||
|
|
--------
|
||
|
|
See :doc:`/gallery/widgets/multicursor`.
|
||
|
|
"""
|
||
|
|
|
||
|
|
@_api.make_keyword_only("3.6", "useblit")
|
||
|
|
def __init__(self, canvas, axes, useblit=True, horizOn=False, vertOn=True,
|
||
|
|
**lineprops):
|
||
|
|
# canvas is stored only to provide the deprecated .canvas attribute;
|
||
|
|
# once it goes away the unused argument won't need to be stored at all.
|
||
|
|
self._canvas = canvas
|
||
|
|
|
||
|
|
self.axes = axes
|
||
|
|
self.horizOn = horizOn
|
||
|
|
self.vertOn = vertOn
|
||
|
|
|
||
|
|
self._canvas_infos = {
|
||
|
|
ax.figure.canvas: {"cids": [], "background": None} for ax in axes}
|
||
|
|
|
||
|
|
xmin, xmax = axes[-1].get_xlim()
|
||
|
|
ymin, ymax = axes[-1].get_ylim()
|
||
|
|
xmid = 0.5 * (xmin + xmax)
|
||
|
|
ymid = 0.5 * (ymin + ymax)
|
||
|
|
|
||
|
|
self.visible = True
|
||
|
|
self.useblit = (
|
||
|
|
useblit
|
||
|
|
and all(canvas.supports_blit for canvas in self._canvas_infos))
|
||
|
|
self.needclear = False
|
||
|
|
|
||
|
|
if self.useblit:
|
||
|
|
lineprops['animated'] = True
|
||
|
|
|
||
|
|
if vertOn:
|
||
|
|
self.vlines = [ax.axvline(xmid, visible=False, **lineprops)
|
||
|
|
for ax in axes]
|
||
|
|
else:
|
||
|
|
self.vlines = []
|
||
|
|
|
||
|
|
if horizOn:
|
||
|
|
self.hlines = [ax.axhline(ymid, visible=False, **lineprops)
|
||
|
|
for ax in axes]
|
||
|
|
else:
|
||
|
|
self.hlines = []
|
||
|
|
|
||
|
|
self.connect()
|
||
|
|
|
||
|
|
canvas = _api.deprecate_privatize_attribute("3.6")
|
||
|
|
background = _api.deprecated("3.6")(lambda self: (
|
||
|
|
self._backgrounds[self.axes[0].figure.canvas] if self.axes else None))
|
||
|
|
|
||
|
|
def connect(self):
|
||
|
|
"""Connect events."""
|
||
|
|
for canvas, info in self._canvas_infos.items():
|
||
|
|
info["cids"] = [
|
||
|
|
canvas.mpl_connect('motion_notify_event', self.onmove),
|
||
|
|
canvas.mpl_connect('draw_event', self.clear),
|
||
|
|
]
|
||
|
|
|
||
|
|
def disconnect(self):
|
||
|
|
"""Disconnect events."""
|
||
|
|
for canvas, info in self._canvas_infos.items():
|
||
|
|
for cid in info["cids"]:
|
||
|
|
canvas.mpl_disconnect(cid)
|
||
|
|
info["cids"].clear()
|
||
|
|
|
||
|
|
def clear(self, event):
|
||
|
|
"""Clear the cursor."""
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
if self.useblit:
|
||
|
|
for canvas, info in self._canvas_infos.items():
|
||
|
|
info["background"] = canvas.copy_from_bbox(canvas.figure.bbox)
|
||
|
|
for line in self.vlines + self.hlines:
|
||
|
|
line.set_visible(False)
|
||
|
|
|
||
|
|
def onmove(self, event):
|
||
|
|
if (self.ignore(event)
|
||
|
|
or event.inaxes not in self.axes
|
||
|
|
or not event.canvas.widgetlock.available(self)):
|
||
|
|
return
|
||
|
|
self.needclear = True
|
||
|
|
if not self.visible:
|
||
|
|
return
|
||
|
|
if self.vertOn:
|
||
|
|
for line in self.vlines:
|
||
|
|
line.set_xdata((event.xdata, event.xdata))
|
||
|
|
line.set_visible(self.visible)
|
||
|
|
if self.horizOn:
|
||
|
|
for line in self.hlines:
|
||
|
|
line.set_ydata((event.ydata, event.ydata))
|
||
|
|
line.set_visible(self.visible)
|
||
|
|
self._update()
|
||
|
|
|
||
|
|
def _update(self):
|
||
|
|
if self.useblit:
|
||
|
|
for canvas, info in self._canvas_infos.items():
|
||
|
|
if info["background"]:
|
||
|
|
canvas.restore_region(info["background"])
|
||
|
|
if self.vertOn:
|
||
|
|
for ax, line in zip(self.axes, self.vlines):
|
||
|
|
ax.draw_artist(line)
|
||
|
|
if self.horizOn:
|
||
|
|
for ax, line in zip(self.axes, self.hlines):
|
||
|
|
ax.draw_artist(line)
|
||
|
|
for canvas in self._canvas_infos:
|
||
|
|
canvas.blit()
|
||
|
|
else:
|
||
|
|
for canvas in self._canvas_infos:
|
||
|
|
canvas.draw_idle()
|
||
|
|
|
||
|
|
|
||
|
|
class _SelectorWidget(AxesWidget):
|
||
|
|
|
||
|
|
def __init__(self, ax, onselect, useblit=False, button=None,
|
||
|
|
state_modifier_keys=None, use_data_coordinates=False):
|
||
|
|
super().__init__(ax)
|
||
|
|
|
||
|
|
self._visible = True
|
||
|
|
self.onselect = onselect
|
||
|
|
self.useblit = useblit and self.canvas.supports_blit
|
||
|
|
self.connect_default_events()
|
||
|
|
|
||
|
|
self._state_modifier_keys = dict(move=' ', clear='escape',
|
||
|
|
square='shift', center='control',
|
||
|
|
rotate='r')
|
||
|
|
self._state_modifier_keys.update(state_modifier_keys or {})
|
||
|
|
self._use_data_coordinates = use_data_coordinates
|
||
|
|
|
||
|
|
self.background = None
|
||
|
|
|
||
|
|
if isinstance(button, Integral):
|
||
|
|
self.validButtons = [button]
|
||
|
|
else:
|
||
|
|
self.validButtons = button
|
||
|
|
|
||
|
|
# Set to True when a selection is completed, otherwise is False
|
||
|
|
self._selection_completed = False
|
||
|
|
|
||
|
|
# will save the data (position at mouseclick)
|
||
|
|
self._eventpress = None
|
||
|
|
# will save the data (pos. at mouserelease)
|
||
|
|
self._eventrelease = None
|
||
|
|
self._prev_event = None
|
||
|
|
self._state = set()
|
||
|
|
|
||
|
|
eventpress = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
eventrelease = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
state = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
state_modifier_keys = _api.deprecate_privatize_attribute("3.6")
|
||
|
|
|
||
|
|
def set_active(self, active):
|
||
|
|
super().set_active(active)
|
||
|
|
if active:
|
||
|
|
self.update_background(None)
|
||
|
|
|
||
|
|
def _get_animated_artists(self):
|
||
|
|
"""
|
||
|
|
Convenience method to get all animated artists of the figure containing
|
||
|
|
this widget, excluding those already present in self.artists.
|
||
|
|
The returned tuple is not sorted by 'z_order': z_order sorting is
|
||
|
|
valid only when considering all artists and not only a subset of all
|
||
|
|
artists.
|
||
|
|
"""
|
||
|
|
return tuple(a for ax_ in self.ax.get_figure().get_axes()
|
||
|
|
for a in ax_.get_children()
|
||
|
|
if a.get_animated() and a not in self.artists)
|
||
|
|
|
||
|
|
def update_background(self, event):
|
||
|
|
"""Force an update of the background."""
|
||
|
|
# If you add a call to `ignore` here, you'll want to check edge case:
|
||
|
|
# `release` can call a draw event even when `ignore` is True.
|
||
|
|
if not self.useblit:
|
||
|
|
return
|
||
|
|
# Make sure that widget artists don't get accidentally included in the
|
||
|
|
# background, by re-rendering the background if needed (and then
|
||
|
|
# re-re-rendering the canvas with the visible widget artists).
|
||
|
|
# We need to remove all artists which will be drawn when updating
|
||
|
|
# the selector: if we have animated artists in the figure, it is safer
|
||
|
|
# to redrawn by default, in case they have updated by the callback
|
||
|
|
# zorder needs to be respected when redrawing
|
||
|
|
artists = sorted(self.artists + self._get_animated_artists(),
|
||
|
|
key=lambda a: a.get_zorder())
|
||
|
|
needs_redraw = any(artist.get_visible() for artist in artists)
|
||
|
|
with ExitStack() as stack:
|
||
|
|
if needs_redraw:
|
||
|
|
for artist in artists:
|
||
|
|
stack.enter_context(artist._cm_set(visible=False))
|
||
|
|
self.canvas.draw()
|
||
|
|
self.background = self.canvas.copy_from_bbox(self.ax.bbox)
|
||
|
|
if needs_redraw:
|
||
|
|
for artist in artists:
|
||
|
|
self.ax.draw_artist(artist)
|
||
|
|
|
||
|
|
def connect_default_events(self):
|
||
|
|
"""Connect the major canvas events to methods."""
|
||
|
|
self.connect_event('motion_notify_event', self.onmove)
|
||
|
|
self.connect_event('button_press_event', self.press)
|
||
|
|
self.connect_event('button_release_event', self.release)
|
||
|
|
self.connect_event('draw_event', self.update_background)
|
||
|
|
self.connect_event('key_press_event', self.on_key_press)
|
||
|
|
self.connect_event('key_release_event', self.on_key_release)
|
||
|
|
self.connect_event('scroll_event', self.on_scroll)
|
||
|
|
|
||
|
|
def ignore(self, event):
|
||
|
|
# docstring inherited
|
||
|
|
if not self.active or not self.ax.get_visible():
|
||
|
|
return True
|
||
|
|
# If canvas was locked
|
||
|
|
if not self.canvas.widgetlock.available(self):
|
||
|
|
return True
|
||
|
|
if not hasattr(event, 'button'):
|
||
|
|
event.button = None
|
||
|
|
# Only do rectangle selection if event was triggered
|
||
|
|
# with a desired button
|
||
|
|
if (self.validButtons is not None
|
||
|
|
and event.button not in self.validButtons):
|
||
|
|
return True
|
||
|
|
# If no button was pressed yet ignore the event if it was out
|
||
|
|
# of the Axes
|
||
|
|
if self._eventpress is None:
|
||
|
|
return event.inaxes != self.ax
|
||
|
|
# If a button was pressed, check if the release-button is the same.
|
||
|
|
if event.button == self._eventpress.button:
|
||
|
|
return False
|
||
|
|
# If a button was pressed, check if the release-button is the same.
|
||
|
|
return (event.inaxes != self.ax or
|
||
|
|
event.button != self._eventpress.button)
|
||
|
|
|
||
|
|
def update(self):
|
||
|
|
"""Draw using blit() or draw_idle(), depending on ``self.useblit``."""
|
||
|
|
if (not self.ax.get_visible() or
|
||
|
|
self.ax.figure._get_renderer() is None):
|
||
|
|
return
|
||
|
|
if self.useblit:
|
||
|
|
if self.background is not None:
|
||
|
|
self.canvas.restore_region(self.background)
|
||
|
|
else:
|
||
|
|
self.update_background(None)
|
||
|
|
# We need to draw all artists, which are not included in the
|
||
|
|
# background, therefore we also draw self._get_animated_artists()
|
||
|
|
# and we make sure that we respect z_order
|
||
|
|
artists = sorted(self.artists + self._get_animated_artists(),
|
||
|
|
key=lambda a: a.get_zorder())
|
||
|
|
for artist in artists:
|
||
|
|
self.ax.draw_artist(artist)
|
||
|
|
self.canvas.blit(self.ax.bbox)
|
||
|
|
else:
|
||
|
|
self.canvas.draw_idle()
|
||
|
|
|
||
|
|
def _get_data(self, event):
|
||
|
|
"""Get the xdata and ydata for event, with limits."""
|
||
|
|
if event.xdata is None:
|
||
|
|
return None, None
|
||
|
|
xdata = np.clip(event.xdata, *self.ax.get_xbound())
|
||
|
|
ydata = np.clip(event.ydata, *self.ax.get_ybound())
|
||
|
|
return xdata, ydata
|
||
|
|
|
||
|
|
def _clean_event(self, event):
|
||
|
|
"""
|
||
|
|
Preprocess an event:
|
||
|
|
|
||
|
|
- Replace *event* by the previous event if *event* has no ``xdata``.
|
||
|
|
- Clip ``xdata`` and ``ydata`` to the axes limits.
|
||
|
|
- Update the previous event.
|
||
|
|
"""
|
||
|
|
if event.xdata is None:
|
||
|
|
event = self._prev_event
|
||
|
|
else:
|
||
|
|
event = copy.copy(event)
|
||
|
|
event.xdata, event.ydata = self._get_data(event)
|
||
|
|
self._prev_event = event
|
||
|
|
return event
|
||
|
|
|
||
|
|
def press(self, event):
|
||
|
|
"""Button press handler and validator."""
|
||
|
|
if not self.ignore(event):
|
||
|
|
event = self._clean_event(event)
|
||
|
|
self._eventpress = event
|
||
|
|
self._prev_event = event
|
||
|
|
key = event.key or ''
|
||
|
|
key = key.replace('ctrl', 'control')
|
||
|
|
# move state is locked in on a button press
|
||
|
|
if key == self._state_modifier_keys['move']:
|
||
|
|
self._state.add('move')
|
||
|
|
self._press(event)
|
||
|
|
return True
|
||
|
|
return False
|
||
|
|
|
||
|
|
def _press(self, event):
|
||
|
|
"""Button press event handler."""
|
||
|
|
|
||
|
|
def release(self, event):
|
||
|
|
"""Button release event handler and validator."""
|
||
|
|
if not self.ignore(event) and self._eventpress:
|
||
|
|
event = self._clean_event(event)
|
||
|
|
self._eventrelease = event
|
||
|
|
self._release(event)
|
||
|
|
self._eventpress = None
|
||
|
|
self._eventrelease = None
|
||
|
|
self._state.discard('move')
|
||
|
|
return True
|
||
|
|
return False
|
||
|
|
|
||
|
|
def _release(self, event):
|
||
|
|
"""Button release event handler."""
|
||
|
|
|
||
|
|
def onmove(self, event):
|
||
|
|
"""Cursor move event handler and validator."""
|
||
|
|
if not self.ignore(event) and self._eventpress:
|
||
|
|
event = self._clean_event(event)
|
||
|
|
self._onmove(event)
|
||
|
|
return True
|
||
|
|
return False
|
||
|
|
|
||
|
|
def _onmove(self, event):
|
||
|
|
"""Cursor move event handler."""
|
||
|
|
|
||
|
|
def on_scroll(self, event):
|
||
|
|
"""Mouse scroll event handler and validator."""
|
||
|
|
if not self.ignore(event):
|
||
|
|
self._on_scroll(event)
|
||
|
|
|
||
|
|
def _on_scroll(self, event):
|
||
|
|
"""Mouse scroll event handler."""
|
||
|
|
|
||
|
|
def on_key_press(self, event):
|
||
|
|
"""Key press event handler and validator for all selection widgets."""
|
||
|
|
if self.active:
|
||
|
|
key = event.key or ''
|
||
|
|
key = key.replace('ctrl', 'control')
|
||
|
|
if key == self._state_modifier_keys['clear']:
|
||
|
|
self.clear()
|
||
|
|
return
|
||
|
|
for (state, modifier) in self._state_modifier_keys.items():
|
||
|
|
if modifier in key.split('+'):
|
||
|
|
# 'rotate' is changing _state on press and is not removed
|
||
|
|
# from _state when releasing
|
||
|
|
if state == 'rotate':
|
||
|
|
if state in self._state:
|
||
|
|
self._state.discard(state)
|
||
|
|
else:
|
||
|
|
self._state.add(state)
|
||
|
|
else:
|
||
|
|
self._state.add(state)
|
||
|
|
self._on_key_press(event)
|
||
|
|
|
||
|
|
def _on_key_press(self, event):
|
||
|
|
"""Key press event handler - for widget-specific key press actions."""
|
||
|
|
|
||
|
|
def on_key_release(self, event):
|
||
|
|
"""Key release event handler and validator."""
|
||
|
|
if self.active:
|
||
|
|
key = event.key or ''
|
||
|
|
for (state, modifier) in self._state_modifier_keys.items():
|
||
|
|
# 'rotate' is changing _state on press and is not removed
|
||
|
|
# from _state when releasing
|
||
|
|
if modifier in key.split('+') and state != 'rotate':
|
||
|
|
self._state.discard(state)
|
||
|
|
self._on_key_release(event)
|
||
|
|
|
||
|
|
def _on_key_release(self, event):
|
||
|
|
"""Key release event handler."""
|
||
|
|
|
||
|
|
def set_visible(self, visible):
|
||
|
|
"""Set the visibility of the selector artists."""
|
||
|
|
self._visible = visible
|
||
|
|
for artist in self.artists:
|
||
|
|
artist.set_visible(visible)
|
||
|
|
|
||
|
|
def get_visible(self):
|
||
|
|
"""Get the visibility of the selector artists."""
|
||
|
|
return self._visible
|
||
|
|
|
||
|
|
@property
|
||
|
|
def visible(self):
|
||
|
|
return self.get_visible()
|
||
|
|
|
||
|
|
@visible.setter
|
||
|
|
def visible(self, visible):
|
||
|
|
_api.warn_deprecated("3.6", alternative="set_visible")
|
||
|
|
self.set_visible(visible)
|
||
|
|
|
||
|
|
def clear(self):
|
||
|
|
"""Clear the selection and set the selector ready to make a new one."""
|
||
|
|
self._clear_without_update()
|
||
|
|
self.update()
|
||
|
|
|
||
|
|
def _clear_without_update(self):
|
||
|
|
self._selection_completed = False
|
||
|
|
self.set_visible(False)
|
||
|
|
|
||
|
|
@property
|
||
|
|
def artists(self):
|
||
|
|
"""Tuple of the artists of the selector."""
|
||
|
|
handles_artists = getattr(self, '_handles_artists', ())
|
||
|
|
return (self._selection_artist,) + handles_artists
|
||
|
|
|
||
|
|
def set_props(self, **props):
|
||
|
|
"""
|
||
|
|
Set the properties of the selector artist. See the `props` argument
|
||
|
|
in the selector docstring to know which properties are supported.
|
||
|
|
"""
|
||
|
|
artist = self._selection_artist
|
||
|
|
props = cbook.normalize_kwargs(props, artist)
|
||
|
|
artist.set(**props)
|
||
|
|
if self.useblit:
|
||
|
|
self.update()
|
||
|
|
self._props.update(props)
|
||
|
|
|
||
|
|
def set_handle_props(self, **handle_props):
|
||
|
|
"""
|
||
|
|
Set the properties of the handles selector artist. See the
|
||
|
|
`handle_props` argument in the selector docstring to know which
|
||
|
|
properties are supported.
|
||
|
|
"""
|
||
|
|
if not hasattr(self, '_handles_artists'):
|
||
|
|
raise NotImplementedError("This selector doesn't have handles.")
|
||
|
|
|
||
|
|
artist = self._handles_artists[0]
|
||
|
|
handle_props = cbook.normalize_kwargs(handle_props, artist)
|
||
|
|
for handle in self._handles_artists:
|
||
|
|
handle.set(**handle_props)
|
||
|
|
if self.useblit:
|
||
|
|
self.update()
|
||
|
|
self._handle_props.update(handle_props)
|
||
|
|
|
||
|
|
def _validate_state(self, state):
|
||
|
|
supported_state = [
|
||
|
|
key for key, value in self._state_modifier_keys.items()
|
||
|
|
if key != 'clear' and value != 'not-applicable'
|
||
|
|
]
|
||
|
|
_api.check_in_list(supported_state, state=state)
|
||
|
|
|
||
|
|
def add_state(self, state):
|
||
|
|
"""
|
||
|
|
Add a state to define the widget's behavior. See the
|
||
|
|
`state_modifier_keys` parameters for details.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
state : str
|
||
|
|
Must be a supported state of the selector. See the
|
||
|
|
`state_modifier_keys` parameters for details.
|
||
|
|
|
||
|
|
Raises
|
||
|
|
------
|
||
|
|
ValueError
|
||
|
|
When the state is not supported by the selector.
|
||
|
|
|
||
|
|
"""
|
||
|
|
self._validate_state(state)
|
||
|
|
self._state.add(state)
|
||
|
|
|
||
|
|
def remove_state(self, state):
|
||
|
|
"""
|
||
|
|
Remove a state to define the widget's behavior. See the
|
||
|
|
`state_modifier_keys` parameters for details.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
value : str
|
||
|
|
Must be a supported state of the selector. See the
|
||
|
|
`state_modifier_keys` parameters for details.
|
||
|
|
|
||
|
|
Raises
|
||
|
|
------
|
||
|
|
ValueError
|
||
|
|
When the state is not supported by the selector.
|
||
|
|
|
||
|
|
"""
|
||
|
|
self._validate_state(state)
|
||
|
|
self._state.remove(state)
|
||
|
|
|
||
|
|
|
||
|
|
class SpanSelector(_SelectorWidget):
|
||
|
|
"""
|
||
|
|
Visually select a min/max range on a single axis and call a function with
|
||
|
|
those values.
|
||
|
|
|
||
|
|
To guarantee that the selector remains responsive, keep a reference to it.
|
||
|
|
|
||
|
|
In order to turn off the SpanSelector, set ``span_selector.active`` to
|
||
|
|
False. To turn it back on, set it to True.
|
||
|
|
|
||
|
|
Press and release events triggered at the same coordinates outside the
|
||
|
|
selection will clear the selector, except when
|
||
|
|
``ignore_event_outside=True``.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `matplotlib.axes.Axes`
|
||
|
|
|
||
|
|
onselect : callable
|
||
|
|
A callback function that is called after a release event and the
|
||
|
|
selection is created, changed or removed.
|
||
|
|
It must have the signature::
|
||
|
|
|
||
|
|
def on_select(min: float, max: float) -> Any
|
||
|
|
|
||
|
|
direction : {"horizontal", "vertical"}
|
||
|
|
The direction along which to draw the span selector.
|
||
|
|
|
||
|
|
minspan : float, default: 0
|
||
|
|
If selection is less than or equal to *minspan*, the selection is
|
||
|
|
removed (when already existing) or cancelled.
|
||
|
|
|
||
|
|
useblit : bool, default: False
|
||
|
|
If True, use the backend-dependent blitting features for faster
|
||
|
|
canvas updates. See the tutorial :doc:`/tutorials/advanced/blitting`
|
||
|
|
for details.
|
||
|
|
|
||
|
|
props : dict, optional
|
||
|
|
Dictionary of `matplotlib.patches.Patch` properties.
|
||
|
|
Default:
|
||
|
|
|
||
|
|
``dict(facecolor='red', alpha=0.5)``
|
||
|
|
|
||
|
|
onmove_callback : func(min, max), min/max are floats, default: None
|
||
|
|
Called on mouse move while the span is being selected.
|
||
|
|
|
||
|
|
span_stays : bool, default: False
|
||
|
|
If True, the span stays visible after the mouse is released.
|
||
|
|
Deprecated, use *interactive* instead.
|
||
|
|
|
||
|
|
interactive : bool, default: False
|
||
|
|
Whether to draw a set of handles that allow interaction with the
|
||
|
|
widget after it is drawn.
|
||
|
|
|
||
|
|
button : `.MouseButton` or list of `.MouseButton`, default: all buttons
|
||
|
|
The mouse buttons which activate the span selector.
|
||
|
|
|
||
|
|
handle_props : dict, default: None
|
||
|
|
Properties of the handle lines at the edges of the span. Only used
|
||
|
|
when *interactive* is True. See `matplotlib.lines.Line2D` for valid
|
||
|
|
properties.
|
||
|
|
|
||
|
|
grab_range : float, default: 10
|
||
|
|
Distance in pixels within which the interactive tool handles can be
|
||
|
|
activated.
|
||
|
|
|
||
|
|
state_modifier_keys : dict, optional
|
||
|
|
Keyboard modifiers which affect the widget's behavior. Values
|
||
|
|
amend the defaults, which are:
|
||
|
|
|
||
|
|
- "clear": Clear the current shape, default: "escape".
|
||
|
|
|
||
|
|
drag_from_anywhere : bool, default: False
|
||
|
|
If `True`, the widget can be moved by clicking anywhere within
|
||
|
|
its bounds.
|
||
|
|
|
||
|
|
ignore_event_outside : bool, default: False
|
||
|
|
If `True`, the event triggered outside the span selector will be
|
||
|
|
ignored.
|
||
|
|
|
||
|
|
snap_values : 1D array-like, optional
|
||
|
|
Snap the selector edges to the given values.
|
||
|
|
|
||
|
|
Examples
|
||
|
|
--------
|
||
|
|
>>> import matplotlib.pyplot as plt
|
||
|
|
>>> import matplotlib.widgets as mwidgets
|
||
|
|
>>> fig, ax = plt.subplots()
|
||
|
|
>>> ax.plot([1, 2, 3], [10, 50, 100])
|
||
|
|
>>> def onselect(vmin, vmax):
|
||
|
|
... print(vmin, vmax)
|
||
|
|
>>> span = mwidgets.SpanSelector(ax, onselect, 'horizontal',
|
||
|
|
... props=dict(facecolor='blue', alpha=0.5))
|
||
|
|
>>> fig.show()
|
||
|
|
|
||
|
|
See also: :doc:`/gallery/widgets/span_selector`
|
||
|
|
"""
|
||
|
|
|
||
|
|
@_api.rename_parameter("3.5", "rectprops", "props")
|
||
|
|
@_api.rename_parameter("3.5", "span_stays", "interactive")
|
||
|
|
def __init__(self, ax, onselect, direction, minspan=0, useblit=False,
|
||
|
|
props=None, onmove_callback=None, interactive=False,
|
||
|
|
button=None, handle_props=None, grab_range=10,
|
||
|
|
state_modifier_keys=None, drag_from_anywhere=False,
|
||
|
|
ignore_event_outside=False, snap_values=None):
|
||
|
|
|
||
|
|
if state_modifier_keys is None:
|
||
|
|
state_modifier_keys = dict(clear='escape',
|
||
|
|
square='not-applicable',
|
||
|
|
center='not-applicable',
|
||
|
|
rotate='not-applicable')
|
||
|
|
super().__init__(ax, onselect, useblit=useblit, button=button,
|
||
|
|
state_modifier_keys=state_modifier_keys)
|
||
|
|
|
||
|
|
if props is None:
|
||
|
|
props = dict(facecolor='red', alpha=0.5)
|
||
|
|
|
||
|
|
props['animated'] = self.useblit
|
||
|
|
|
||
|
|
self.direction = direction
|
||
|
|
self._extents_on_press = None
|
||
|
|
self.snap_values = snap_values
|
||
|
|
|
||
|
|
# self._pressv is deprecated and we don't use it internally anymore
|
||
|
|
# but we maintain it until it is removed
|
||
|
|
self._pressv = None
|
||
|
|
|
||
|
|
self._props = props
|
||
|
|
self.onmove_callback = onmove_callback
|
||
|
|
self.minspan = minspan
|
||
|
|
|
||
|
|
self.grab_range = grab_range
|
||
|
|
self._interactive = interactive
|
||
|
|
self._edge_handles = None
|
||
|
|
self.drag_from_anywhere = drag_from_anywhere
|
||
|
|
self.ignore_event_outside = ignore_event_outside
|
||
|
|
|
||
|
|
# Reset canvas so that `new_axes` connects events.
|
||
|
|
self.canvas = None
|
||
|
|
self.new_axes(ax)
|
||
|
|
|
||
|
|
# Setup handles
|
||
|
|
self._handle_props = {
|
||
|
|
'color': props.get('facecolor', 'r'),
|
||
|
|
**cbook.normalize_kwargs(handle_props, Line2D)}
|
||
|
|
|
||
|
|
if self._interactive:
|
||
|
|
self._edge_order = ['min', 'max']
|
||
|
|
self._setup_edge_handles(self._handle_props)
|
||
|
|
|
||
|
|
self._active_handle = None
|
||
|
|
|
||
|
|
# prev attribute is deprecated but we still need to maintain it
|
||
|
|
self._prev = (0, 0)
|
||
|
|
|
||
|
|
rect = _api.deprecated("3.5")(
|
||
|
|
property(lambda self: self._selection_artist)
|
||
|
|
)
|
||
|
|
|
||
|
|
rectprops = _api.deprecated("3.5")(
|
||
|
|
property(lambda self: self._props)
|
||
|
|
)
|
||
|
|
|
||
|
|
active_handle = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
|
||
|
|
pressv = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
|
||
|
|
span_stays = _api.deprecated("3.5")(
|
||
|
|
property(lambda self: self._interactive)
|
||
|
|
)
|
||
|
|
|
||
|
|
prev = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
|
||
|
|
def new_axes(self, ax):
|
||
|
|
"""Set SpanSelector to operate on a new Axes."""
|
||
|
|
self.ax = ax
|
||
|
|
if self.canvas is not ax.figure.canvas:
|
||
|
|
if self.canvas is not None:
|
||
|
|
self.disconnect_events()
|
||
|
|
|
||
|
|
self.canvas = ax.figure.canvas
|
||
|
|
self.connect_default_events()
|
||
|
|
|
||
|
|
# Reset
|
||
|
|
self._selection_completed = False
|
||
|
|
|
||
|
|
if self.direction == 'horizontal':
|
||
|
|
trans = ax.get_xaxis_transform()
|
||
|
|
w, h = 0, 1
|
||
|
|
else:
|
||
|
|
trans = ax.get_yaxis_transform()
|
||
|
|
w, h = 1, 0
|
||
|
|
rect_artist = Rectangle((0, 0), w, h,
|
||
|
|
transform=trans,
|
||
|
|
visible=False,
|
||
|
|
**self._props)
|
||
|
|
|
||
|
|
self.ax.add_patch(rect_artist)
|
||
|
|
self._selection_artist = rect_artist
|
||
|
|
|
||
|
|
def _setup_edge_handles(self, props):
|
||
|
|
# Define initial position using the axis bounds to keep the same bounds
|
||
|
|
if self.direction == 'horizontal':
|
||
|
|
positions = self.ax.get_xbound()
|
||
|
|
else:
|
||
|
|
positions = self.ax.get_ybound()
|
||
|
|
self._edge_handles = ToolLineHandles(self.ax, positions,
|
||
|
|
direction=self.direction,
|
||
|
|
line_props=props,
|
||
|
|
useblit=self.useblit)
|
||
|
|
|
||
|
|
@property
|
||
|
|
def _handles_artists(self):
|
||
|
|
if self._edge_handles is not None:
|
||
|
|
return self._edge_handles.artists
|
||
|
|
else:
|
||
|
|
return ()
|
||
|
|
|
||
|
|
def _set_cursor(self, enabled):
|
||
|
|
"""Update the canvas cursor based on direction of the selector."""
|
||
|
|
if enabled:
|
||
|
|
cursor = (backend_tools.Cursors.RESIZE_HORIZONTAL
|
||
|
|
if self.direction == 'horizontal' else
|
||
|
|
backend_tools.Cursors.RESIZE_VERTICAL)
|
||
|
|
else:
|
||
|
|
cursor = backend_tools.Cursors.POINTER
|
||
|
|
|
||
|
|
self.ax.figure.canvas.set_cursor(cursor)
|
||
|
|
|
||
|
|
def connect_default_events(self):
|
||
|
|
# docstring inherited
|
||
|
|
super().connect_default_events()
|
||
|
|
if getattr(self, '_interactive', False):
|
||
|
|
self.connect_event('motion_notify_event', self._hover)
|
||
|
|
|
||
|
|
def _press(self, event):
|
||
|
|
"""Button press event handler."""
|
||
|
|
self._set_cursor(True)
|
||
|
|
if self._interactive and self._selection_artist.get_visible():
|
||
|
|
self._set_active_handle(event)
|
||
|
|
else:
|
||
|
|
self._active_handle = None
|
||
|
|
|
||
|
|
if self._active_handle is None or not self._interactive:
|
||
|
|
# Clear previous rectangle before drawing new rectangle.
|
||
|
|
self.update()
|
||
|
|
|
||
|
|
v = event.xdata if self.direction == 'horizontal' else event.ydata
|
||
|
|
# self._pressv and self._prev are deprecated but we still need to
|
||
|
|
# maintain them
|
||
|
|
self._pressv = v
|
||
|
|
self._prev = self._get_data(event)
|
||
|
|
|
||
|
|
if self._active_handle is None and not self.ignore_event_outside:
|
||
|
|
# when the press event outside the span, we initially set the
|
||
|
|
# visibility to False and extents to (v, v)
|
||
|
|
# update will be called when setting the extents
|
||
|
|
self._visible = False
|
||
|
|
self.extents = v, v
|
||
|
|
# We need to set the visibility back, so the span selector will be
|
||
|
|
# drawn when necessary (span width > 0)
|
||
|
|
self._visible = True
|
||
|
|
else:
|
||
|
|
self.set_visible(True)
|
||
|
|
|
||
|
|
return False
|
||
|
|
|
||
|
|
@property
|
||
|
|
def direction(self):
|
||
|
|
"""Direction of the span selector: 'vertical' or 'horizontal'."""
|
||
|
|
return self._direction
|
||
|
|
|
||
|
|
@direction.setter
|
||
|
|
def direction(self, direction):
|
||
|
|
"""Set the direction of the span selector."""
|
||
|
|
_api.check_in_list(['horizontal', 'vertical'], direction=direction)
|
||
|
|
if hasattr(self, '_direction') and direction != self._direction:
|
||
|
|
# remove previous artists
|
||
|
|
self._selection_artist.remove()
|
||
|
|
if self._interactive:
|
||
|
|
self._edge_handles.remove()
|
||
|
|
self._direction = direction
|
||
|
|
self.new_axes(self.ax)
|
||
|
|
if self._interactive:
|
||
|
|
self._setup_edge_handles(self._handle_props)
|
||
|
|
else:
|
||
|
|
self._direction = direction
|
||
|
|
|
||
|
|
def _release(self, event):
|
||
|
|
"""Button release event handler."""
|
||
|
|
self._set_cursor(False)
|
||
|
|
# self._pressv is deprecated but we still need to maintain it
|
||
|
|
self._pressv = None
|
||
|
|
|
||
|
|
if not self._interactive:
|
||
|
|
self._selection_artist.set_visible(False)
|
||
|
|
|
||
|
|
if (self._active_handle is None and self._selection_completed and
|
||
|
|
self.ignore_event_outside):
|
||
|
|
return
|
||
|
|
|
||
|
|
vmin, vmax = self.extents
|
||
|
|
span = vmax - vmin
|
||
|
|
|
||
|
|
if span <= self.minspan:
|
||
|
|
# Remove span and set self._selection_completed = False
|
||
|
|
self.set_visible(False)
|
||
|
|
if self._selection_completed:
|
||
|
|
# Call onselect, only when the span is already existing
|
||
|
|
self.onselect(vmin, vmax)
|
||
|
|
self._selection_completed = False
|
||
|
|
else:
|
||
|
|
self.onselect(vmin, vmax)
|
||
|
|
self._selection_completed = True
|
||
|
|
|
||
|
|
self.update()
|
||
|
|
|
||
|
|
self._active_handle = None
|
||
|
|
|
||
|
|
return False
|
||
|
|
|
||
|
|
def _hover(self, event):
|
||
|
|
"""Update the canvas cursor if it's over a handle."""
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
|
||
|
|
if self._active_handle is not None or not self._selection_completed:
|
||
|
|
# Do nothing if button is pressed and a handle is active, which may
|
||
|
|
# occur with drag_from_anywhere=True.
|
||
|
|
# Do nothing if selection is not completed, which occurs when
|
||
|
|
# a selector has been cleared
|
||
|
|
return
|
||
|
|
|
||
|
|
_, e_dist = self._edge_handles.closest(event.x, event.y)
|
||
|
|
self._set_cursor(e_dist <= self.grab_range)
|
||
|
|
|
||
|
|
def _onmove(self, event):
|
||
|
|
"""Motion notify event handler."""
|
||
|
|
|
||
|
|
# self._prev are deprecated but we still need to maintain it
|
||
|
|
self._prev = self._get_data(event)
|
||
|
|
|
||
|
|
v = event.xdata if self.direction == 'horizontal' else event.ydata
|
||
|
|
if self.direction == 'horizontal':
|
||
|
|
vpress = self._eventpress.xdata
|
||
|
|
else:
|
||
|
|
vpress = self._eventpress.ydata
|
||
|
|
|
||
|
|
# move existing span
|
||
|
|
# When "dragging from anywhere", `self._active_handle` is set to 'C'
|
||
|
|
# (match notation used in the RectangleSelector)
|
||
|
|
if self._active_handle == 'C' and self._extents_on_press is not None:
|
||
|
|
vmin, vmax = self._extents_on_press
|
||
|
|
dv = v - vpress
|
||
|
|
vmin += dv
|
||
|
|
vmax += dv
|
||
|
|
|
||
|
|
# resize an existing shape
|
||
|
|
elif self._active_handle and self._active_handle != 'C':
|
||
|
|
vmin, vmax = self._extents_on_press
|
||
|
|
if self._active_handle == 'min':
|
||
|
|
vmin = v
|
||
|
|
else:
|
||
|
|
vmax = v
|
||
|
|
# new shape
|
||
|
|
else:
|
||
|
|
# Don't create a new span if there is already one when
|
||
|
|
# ignore_event_outside=True
|
||
|
|
if self.ignore_event_outside and self._selection_completed:
|
||
|
|
return
|
||
|
|
vmin, vmax = vpress, v
|
||
|
|
if vmin > vmax:
|
||
|
|
vmin, vmax = vmax, vmin
|
||
|
|
|
||
|
|
self.extents = vmin, vmax
|
||
|
|
|
||
|
|
if self.onmove_callback is not None:
|
||
|
|
self.onmove_callback(vmin, vmax)
|
||
|
|
|
||
|
|
return False
|
||
|
|
|
||
|
|
def _draw_shape(self, vmin, vmax):
|
||
|
|
if vmin > vmax:
|
||
|
|
vmin, vmax = vmax, vmin
|
||
|
|
if self.direction == 'horizontal':
|
||
|
|
self._selection_artist.set_x(vmin)
|
||
|
|
self._selection_artist.set_width(vmax - vmin)
|
||
|
|
else:
|
||
|
|
self._selection_artist.set_y(vmin)
|
||
|
|
self._selection_artist.set_height(vmax - vmin)
|
||
|
|
|
||
|
|
def _set_active_handle(self, event):
|
||
|
|
"""Set active handle based on the location of the mouse event."""
|
||
|
|
# Note: event.xdata/ydata in data coordinates, event.x/y in pixels
|
||
|
|
e_idx, e_dist = self._edge_handles.closest(event.x, event.y)
|
||
|
|
|
||
|
|
# Prioritise center handle over other handles
|
||
|
|
# Use 'C' to match the notation used in the RectangleSelector
|
||
|
|
if 'move' in self._state:
|
||
|
|
self._active_handle = 'C'
|
||
|
|
elif e_dist > self.grab_range:
|
||
|
|
# Not close to any handles
|
||
|
|
self._active_handle = None
|
||
|
|
if self.drag_from_anywhere and self._contains(event):
|
||
|
|
# Check if we've clicked inside the region
|
||
|
|
self._active_handle = 'C'
|
||
|
|
self._extents_on_press = self.extents
|
||
|
|
else:
|
||
|
|
self._active_handle = None
|
||
|
|
return
|
||
|
|
else:
|
||
|
|
# Closest to an edge handle
|
||
|
|
self._active_handle = self._edge_order[e_idx]
|
||
|
|
|
||
|
|
# Save coordinates of rectangle at the start of handle movement.
|
||
|
|
self._extents_on_press = self.extents
|
||
|
|
|
||
|
|
def _contains(self, event):
|
||
|
|
"""Return True if event is within the patch."""
|
||
|
|
return self._selection_artist.contains(event, radius=0)[0]
|
||
|
|
|
||
|
|
@staticmethod
|
||
|
|
def _snap(values, snap_values):
|
||
|
|
"""Snap values to a given array values (snap_values)."""
|
||
|
|
# take into account machine precision
|
||
|
|
eps = np.min(np.abs(np.diff(snap_values))) * 1e-12
|
||
|
|
return tuple(
|
||
|
|
snap_values[np.abs(snap_values - v + np.sign(v) * eps).argmin()]
|
||
|
|
for v in values)
|
||
|
|
|
||
|
|
@property
|
||
|
|
def extents(self):
|
||
|
|
"""Return extents of the span selector."""
|
||
|
|
if self.direction == 'horizontal':
|
||
|
|
vmin = self._selection_artist.get_x()
|
||
|
|
vmax = vmin + self._selection_artist.get_width()
|
||
|
|
else:
|
||
|
|
vmin = self._selection_artist.get_y()
|
||
|
|
vmax = vmin + self._selection_artist.get_height()
|
||
|
|
return vmin, vmax
|
||
|
|
|
||
|
|
@extents.setter
|
||
|
|
def extents(self, extents):
|
||
|
|
# Update displayed shape
|
||
|
|
if self.snap_values is not None:
|
||
|
|
extents = tuple(self._snap(extents, self.snap_values))
|
||
|
|
self._draw_shape(*extents)
|
||
|
|
if self._interactive:
|
||
|
|
# Update displayed handles
|
||
|
|
self._edge_handles.set_data(self.extents)
|
||
|
|
self.set_visible(self._visible)
|
||
|
|
self.update()
|
||
|
|
|
||
|
|
|
||
|
|
class ToolLineHandles:
|
||
|
|
"""
|
||
|
|
Control handles for canvas tools.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `matplotlib.axes.Axes`
|
||
|
|
Matplotlib Axes where tool handles are displayed.
|
||
|
|
positions : 1D array
|
||
|
|
Positions of handles in data coordinates.
|
||
|
|
direction : {"horizontal", "vertical"}
|
||
|
|
Direction of handles, either 'vertical' or 'horizontal'
|
||
|
|
line_props : dict, optional
|
||
|
|
Additional line properties. See `matplotlib.lines.Line2D`.
|
||
|
|
useblit : bool, default: True
|
||
|
|
Whether to use blitting for faster drawing (if supported by the
|
||
|
|
backend). See the tutorial :doc:`/tutorials/advanced/blitting`
|
||
|
|
for details.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, ax, positions, direction, line_props=None,
|
||
|
|
useblit=True):
|
||
|
|
self.ax = ax
|
||
|
|
|
||
|
|
_api.check_in_list(['horizontal', 'vertical'], direction=direction)
|
||
|
|
self._direction = direction
|
||
|
|
|
||
|
|
if line_props is None:
|
||
|
|
line_props = {}
|
||
|
|
line_props.update({'visible': False, 'animated': useblit})
|
||
|
|
|
||
|
|
line_fun = ax.axvline if self.direction == 'horizontal' else ax.axhline
|
||
|
|
|
||
|
|
self._artists = [line_fun(p, **line_props) for p in positions]
|
||
|
|
|
||
|
|
@property
|
||
|
|
def artists(self):
|
||
|
|
return tuple(self._artists)
|
||
|
|
|
||
|
|
@property
|
||
|
|
def positions(self):
|
||
|
|
"""Positions of the handle in data coordinates."""
|
||
|
|
method = 'get_xdata' if self.direction == 'horizontal' else 'get_ydata'
|
||
|
|
return [getattr(line, method)()[0] for line in self.artists]
|
||
|
|
|
||
|
|
@property
|
||
|
|
def direction(self):
|
||
|
|
"""Direction of the handle: 'vertical' or 'horizontal'."""
|
||
|
|
return self._direction
|
||
|
|
|
||
|
|
def set_data(self, positions):
|
||
|
|
"""
|
||
|
|
Set x or y positions of handles, depending if the lines are vertical
|
||
|
|
of horizontal.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
positions : tuple of length 2
|
||
|
|
Set the positions of the handle in data coordinates
|
||
|
|
"""
|
||
|
|
method = 'set_xdata' if self.direction == 'horizontal' else 'set_ydata'
|
||
|
|
for line, p in zip(self.artists, positions):
|
||
|
|
getattr(line, method)([p, p])
|
||
|
|
|
||
|
|
def set_visible(self, value):
|
||
|
|
"""Set the visibility state of the handles artist."""
|
||
|
|
for artist in self.artists:
|
||
|
|
artist.set_visible(value)
|
||
|
|
|
||
|
|
def set_animated(self, value):
|
||
|
|
"""Set the animated state of the handles artist."""
|
||
|
|
for artist in self.artists:
|
||
|
|
artist.set_animated(value)
|
||
|
|
|
||
|
|
def remove(self):
|
||
|
|
"""Remove the handles artist from the figure."""
|
||
|
|
for artist in self._artists:
|
||
|
|
artist.remove()
|
||
|
|
|
||
|
|
def closest(self, x, y):
|
||
|
|
"""
|
||
|
|
Return index and pixel distance to closest handle.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
x, y : float
|
||
|
|
x, y position from which the distance will be calculated to
|
||
|
|
determinate the closest handle
|
||
|
|
|
||
|
|
Returns
|
||
|
|
-------
|
||
|
|
index, distance : index of the handle and its distance from
|
||
|
|
position x, y
|
||
|
|
"""
|
||
|
|
if self.direction == 'horizontal':
|
||
|
|
p_pts = np.array([
|
||
|
|
self.ax.transData.transform((p, 0))[0] for p in self.positions
|
||
|
|
])
|
||
|
|
dist = abs(p_pts - x)
|
||
|
|
else:
|
||
|
|
p_pts = np.array([
|
||
|
|
self.ax.transData.transform((0, p))[1] for p in self.positions
|
||
|
|
])
|
||
|
|
dist = abs(p_pts - y)
|
||
|
|
index = np.argmin(dist)
|
||
|
|
return index, dist[index]
|
||
|
|
|
||
|
|
|
||
|
|
class ToolHandles:
|
||
|
|
"""
|
||
|
|
Control handles for canvas tools.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `matplotlib.axes.Axes`
|
||
|
|
Matplotlib Axes where tool handles are displayed.
|
||
|
|
x, y : 1D arrays
|
||
|
|
Coordinates of control handles.
|
||
|
|
marker : str, default: 'o'
|
||
|
|
Shape of marker used to display handle. See `matplotlib.pyplot.plot`.
|
||
|
|
marker_props : dict, optional
|
||
|
|
Additional marker properties. See `matplotlib.lines.Line2D`.
|
||
|
|
useblit : bool, default: True
|
||
|
|
Whether to use blitting for faster drawing (if supported by the
|
||
|
|
backend). See the tutorial :doc:`/tutorials/advanced/blitting`
|
||
|
|
for details.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, ax, x, y, marker='o', marker_props=None, useblit=True):
|
||
|
|
self.ax = ax
|
||
|
|
props = {'marker': marker, 'markersize': 7, 'markerfacecolor': 'w',
|
||
|
|
'linestyle': 'none', 'alpha': 0.5, 'visible': False,
|
||
|
|
'label': '_nolegend_',
|
||
|
|
**cbook.normalize_kwargs(marker_props, Line2D._alias_map)}
|
||
|
|
self._markers = Line2D(x, y, animated=useblit, **props)
|
||
|
|
self.ax.add_line(self._markers)
|
||
|
|
|
||
|
|
@property
|
||
|
|
def x(self):
|
||
|
|
return self._markers.get_xdata()
|
||
|
|
|
||
|
|
@property
|
||
|
|
def y(self):
|
||
|
|
return self._markers.get_ydata()
|
||
|
|
|
||
|
|
@property
|
||
|
|
def artists(self):
|
||
|
|
return (self._markers, )
|
||
|
|
|
||
|
|
def set_data(self, pts, y=None):
|
||
|
|
"""Set x and y positions of handles."""
|
||
|
|
if y is not None:
|
||
|
|
x = pts
|
||
|
|
pts = np.array([x, y])
|
||
|
|
self._markers.set_data(pts)
|
||
|
|
|
||
|
|
def set_visible(self, val):
|
||
|
|
self._markers.set_visible(val)
|
||
|
|
|
||
|
|
def set_animated(self, val):
|
||
|
|
self._markers.set_animated(val)
|
||
|
|
|
||
|
|
def closest(self, x, y):
|
||
|
|
"""Return index and pixel distance to closest index."""
|
||
|
|
pts = np.column_stack([self.x, self.y])
|
||
|
|
# Transform data coordinates to pixel coordinates.
|
||
|
|
pts = self.ax.transData.transform(pts)
|
||
|
|
diff = pts - [x, y]
|
||
|
|
dist = np.hypot(*diff.T)
|
||
|
|
min_index = np.argmin(dist)
|
||
|
|
return min_index, dist[min_index]
|
||
|
|
|
||
|
|
|
||
|
|
_RECTANGLESELECTOR_PARAMETERS_DOCSTRING = \
|
||
|
|
r"""
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The parent axes for the widget.
|
||
|
|
|
||
|
|
onselect : function
|
||
|
|
A callback function that is called after a release event and the
|
||
|
|
selection is created, changed or removed.
|
||
|
|
It must have the signature::
|
||
|
|
|
||
|
|
def onselect(eclick: MouseEvent, erelease: MouseEvent)
|
||
|
|
|
||
|
|
where *eclick* and *erelease* are the mouse click and release
|
||
|
|
`.MouseEvent`\s that start and complete the selection.
|
||
|
|
|
||
|
|
minspanx : float, default: 0
|
||
|
|
Selections with an x-span less than or equal to *minspanx* are removed
|
||
|
|
(when already existing) or cancelled.
|
||
|
|
|
||
|
|
minspany : float, default: 0
|
||
|
|
Selections with an y-span less than or equal to *minspanx* are removed
|
||
|
|
(when already existing) or cancelled.
|
||
|
|
|
||
|
|
useblit : bool, default: False
|
||
|
|
Whether to use blitting for faster drawing (if supported by the
|
||
|
|
backend). See the tutorial :doc:`/tutorials/advanced/blitting`
|
||
|
|
for details.
|
||
|
|
|
||
|
|
props : dict, optional
|
||
|
|
Properties with which the __ARTIST_NAME__ is drawn. See
|
||
|
|
`matplotlib.patches.Patch` for valid properties.
|
||
|
|
Default:
|
||
|
|
|
||
|
|
``dict(facecolor='red', edgecolor='black', alpha=0.2, fill=True)``
|
||
|
|
|
||
|
|
spancoords : {"data", "pixels"}, default: "data"
|
||
|
|
Whether to interpret *minspanx* and *minspany* in data or in pixel
|
||
|
|
coordinates.
|
||
|
|
|
||
|
|
button : `.MouseButton`, list of `.MouseButton`, default: all buttons
|
||
|
|
Button(s) that trigger rectangle selection.
|
||
|
|
|
||
|
|
grab_range : float, default: 10
|
||
|
|
Distance in pixels within which the interactive tool handles can be
|
||
|
|
activated.
|
||
|
|
|
||
|
|
handle_props : dict, optional
|
||
|
|
Properties with which the interactive handles (marker artists) are
|
||
|
|
drawn. See the marker arguments in `matplotlib.lines.Line2D` for valid
|
||
|
|
properties. Default values are defined in ``mpl.rcParams`` except for
|
||
|
|
the default value of ``markeredgecolor`` which will be the same as the
|
||
|
|
``edgecolor`` property in *props*.
|
||
|
|
|
||
|
|
interactive : bool, default: False
|
||
|
|
Whether to draw a set of handles that allow interaction with the
|
||
|
|
widget after it is drawn.
|
||
|
|
|
||
|
|
state_modifier_keys : dict, optional
|
||
|
|
Keyboard modifiers which affect the widget's behavior. Values
|
||
|
|
amend the defaults, which are:
|
||
|
|
|
||
|
|
- "move": Move the existing shape, default: no modifier.
|
||
|
|
- "clear": Clear the current shape, default: "escape".
|
||
|
|
- "square": Make the shape square, default: "shift".
|
||
|
|
- "center": change the shape around its center, default: "ctrl".
|
||
|
|
- "rotate": Rotate the shape around its center between -45° and 45°,
|
||
|
|
default: "r".
|
||
|
|
|
||
|
|
"square" and "center" can be combined. The square shape can be defined
|
||
|
|
in data or display coordinates as determined by the
|
||
|
|
``use_data_coordinates`` argument specified when creating the selector.
|
||
|
|
|
||
|
|
drag_from_anywhere : bool, default: False
|
||
|
|
If `True`, the widget can be moved by clicking anywhere within
|
||
|
|
its bounds.
|
||
|
|
|
||
|
|
ignore_event_outside : bool, default: False
|
||
|
|
If `True`, the event triggered outside the span selector will be
|
||
|
|
ignored.
|
||
|
|
|
||
|
|
use_data_coordinates : bool, default: False
|
||
|
|
If `True`, the "square" shape of the selector is defined in
|
||
|
|
data coordinates instead of display coordinates.
|
||
|
|
"""
|
||
|
|
|
||
|
|
|
||
|
|
@_docstring.Substitution(_RECTANGLESELECTOR_PARAMETERS_DOCSTRING.replace(
|
||
|
|
'__ARTIST_NAME__', 'rectangle'))
|
||
|
|
class RectangleSelector(_SelectorWidget):
|
||
|
|
"""
|
||
|
|
Select a rectangular region of an Axes.
|
||
|
|
|
||
|
|
For the cursor to remain responsive you must keep a reference to it.
|
||
|
|
|
||
|
|
Press and release events triggered at the same coordinates outside the
|
||
|
|
selection will clear the selector, except when
|
||
|
|
``ignore_event_outside=True``.
|
||
|
|
|
||
|
|
%s
|
||
|
|
|
||
|
|
Examples
|
||
|
|
--------
|
||
|
|
>>> import matplotlib.pyplot as plt
|
||
|
|
>>> import matplotlib.widgets as mwidgets
|
||
|
|
>>> fig, ax = plt.subplots()
|
||
|
|
>>> ax.plot([1, 2, 3], [10, 50, 100])
|
||
|
|
>>> def onselect(eclick, erelease):
|
||
|
|
... print(eclick.xdata, eclick.ydata)
|
||
|
|
... print(erelease.xdata, erelease.ydata)
|
||
|
|
>>> props = dict(facecolor='blue', alpha=0.5)
|
||
|
|
>>> rect = mwidgets.RectangleSelector(ax, onselect, interactive=True,
|
||
|
|
... props=props)
|
||
|
|
>>> fig.show()
|
||
|
|
>>> rect.add_state('square')
|
||
|
|
|
||
|
|
See also: :doc:`/gallery/widgets/rectangle_selector`
|
||
|
|
"""
|
||
|
|
|
||
|
|
@_api.rename_parameter("3.5", "maxdist", "grab_range")
|
||
|
|
@_api.rename_parameter("3.5", "marker_props", "handle_props")
|
||
|
|
@_api.rename_parameter("3.5", "rectprops", "props")
|
||
|
|
@_api.delete_parameter("3.5", "drawtype")
|
||
|
|
@_api.delete_parameter("3.5", "lineprops")
|
||
|
|
def __init__(self, ax, onselect, drawtype='box',
|
||
|
|
minspanx=0, minspany=0, useblit=False,
|
||
|
|
lineprops=None, props=None, spancoords='data',
|
||
|
|
button=None, grab_range=10, handle_props=None,
|
||
|
|
interactive=False, state_modifier_keys=None,
|
||
|
|
drag_from_anywhere=False, ignore_event_outside=False,
|
||
|
|
use_data_coordinates=False):
|
||
|
|
super().__init__(ax, onselect, useblit=useblit, button=button,
|
||
|
|
state_modifier_keys=state_modifier_keys,
|
||
|
|
use_data_coordinates=use_data_coordinates)
|
||
|
|
|
||
|
|
self._interactive = interactive
|
||
|
|
self.drag_from_anywhere = drag_from_anywhere
|
||
|
|
self.ignore_event_outside = ignore_event_outside
|
||
|
|
self._rotation = 0.0
|
||
|
|
self._aspect_ratio_correction = 1.0
|
||
|
|
|
||
|
|
# State to allow the option of an interactive selector that can't be
|
||
|
|
# interactively drawn. This is used in PolygonSelector as an
|
||
|
|
# interactive bounding box to allow the polygon to be easily resized
|
||
|
|
self._allow_creation = True
|
||
|
|
|
||
|
|
if drawtype == 'none': # draw a line but make it invisible
|
||
|
|
_api.warn_deprecated(
|
||
|
|
"3.5", message="Support for drawtype='none' is deprecated "
|
||
|
|
"since %(since)s and will be removed "
|
||
|
|
"%(removal)s."
|
||
|
|
"Use props=dict(visible=False) instead.")
|
||
|
|
drawtype = 'line'
|
||
|
|
self._visible = False
|
||
|
|
|
||
|
|
if drawtype == 'box':
|
||
|
|
if props is None:
|
||
|
|
props = dict(facecolor='red', edgecolor='black',
|
||
|
|
alpha=0.2, fill=True)
|
||
|
|
props['animated'] = self.useblit
|
||
|
|
self._visible = props.pop('visible', self._visible)
|
||
|
|
self._props = props
|
||
|
|
to_draw = self._init_shape(**self._props)
|
||
|
|
self.ax.add_patch(to_draw)
|
||
|
|
if drawtype == 'line':
|
||
|
|
_api.warn_deprecated(
|
||
|
|
"3.5", message="Support for drawtype='line' is deprecated "
|
||
|
|
"since %(since)s and will be removed "
|
||
|
|
"%(removal)s.")
|
||
|
|
if lineprops is None:
|
||
|
|
lineprops = dict(color='black', linestyle='-',
|
||
|
|
linewidth=2, alpha=0.5)
|
||
|
|
lineprops['animated'] = self.useblit
|
||
|
|
self._props = lineprops
|
||
|
|
to_draw = Line2D([0, 0], [0, 0], visible=False, **self._props)
|
||
|
|
self.ax.add_line(to_draw)
|
||
|
|
|
||
|
|
self._selection_artist = to_draw
|
||
|
|
self._set_aspect_ratio_correction()
|
||
|
|
|
||
|
|
self.minspanx = minspanx
|
||
|
|
self.minspany = minspany
|
||
|
|
|
||
|
|
_api.check_in_list(['data', 'pixels'], spancoords=spancoords)
|
||
|
|
self.spancoords = spancoords
|
||
|
|
self._drawtype = drawtype
|
||
|
|
|
||
|
|
self.grab_range = grab_range
|
||
|
|
|
||
|
|
if self._interactive:
|
||
|
|
self._handle_props = {
|
||
|
|
'markeredgecolor': (self._props or {}).get(
|
||
|
|
'edgecolor', 'black'),
|
||
|
|
**cbook.normalize_kwargs(handle_props, Line2D)}
|
||
|
|
|
||
|
|
self._corner_order = ['SW', 'SE', 'NE', 'NW']
|
||
|
|
xc, yc = self.corners
|
||
|
|
self._corner_handles = ToolHandles(self.ax, xc, yc,
|
||
|
|
marker_props=self._handle_props,
|
||
|
|
useblit=self.useblit)
|
||
|
|
|
||
|
|
self._edge_order = ['W', 'S', 'E', 'N']
|
||
|
|
xe, ye = self.edge_centers
|
||
|
|
self._edge_handles = ToolHandles(self.ax, xe, ye, marker='s',
|
||
|
|
marker_props=self._handle_props,
|
||
|
|
useblit=self.useblit)
|
||
|
|
|
||
|
|
xc, yc = self.center
|
||
|
|
self._center_handle = ToolHandles(self.ax, [xc], [yc], marker='s',
|
||
|
|
marker_props=self._handle_props,
|
||
|
|
useblit=self.useblit)
|
||
|
|
|
||
|
|
self._active_handle = None
|
||
|
|
|
||
|
|
self._extents_on_press = None
|
||
|
|
|
||
|
|
to_draw = _api.deprecated("3.5")(
|
||
|
|
property(lambda self: self._selection_artist)
|
||
|
|
)
|
||
|
|
|
||
|
|
drawtype = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
|
||
|
|
active_handle = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
|
||
|
|
interactive = _api.deprecate_privatize_attribute("3.5")
|
||
|
|
|
||
|
|
maxdist = _api.deprecated("3.5", name="maxdist", alternative="grab_range")(
|
||
|
|
property(lambda self: self.grab_range,
|
||
|
|
lambda self, value: setattr(self, "grab_range", value)))
|
||
|
|
|
||
|
|
@property
|
||
|
|
def _handles_artists(self):
|
||
|
|
return (*self._center_handle.artists, *self._corner_handles.artists,
|
||
|
|
*self._edge_handles.artists)
|
||
|
|
|
||
|
|
def _init_shape(self, **props):
|
||
|
|
return Rectangle((0, 0), 0, 1, visible=False,
|
||
|
|
rotation_point='center', **props)
|
||
|
|
|
||
|
|
def _press(self, event):
|
||
|
|
"""Button press event handler."""
|
||
|
|
# make the drawn box/line visible get the click-coordinates,
|
||
|
|
# button, ...
|
||
|
|
if self._interactive and self._selection_artist.get_visible():
|
||
|
|
self._set_active_handle(event)
|
||
|
|
else:
|
||
|
|
self._active_handle = None
|
||
|
|
|
||
|
|
if ((self._active_handle is None or not self._interactive) and
|
||
|
|
self._allow_creation):
|
||
|
|
# Clear previous rectangle before drawing new rectangle.
|
||
|
|
self.update()
|
||
|
|
|
||
|
|
if (self._active_handle is None and not self.ignore_event_outside and
|
||
|
|
self._allow_creation):
|
||
|
|
x = event.xdata
|
||
|
|
y = event.ydata
|
||
|
|
self._visible = False
|
||
|
|
self.extents = x, x, y, y
|
||
|
|
self._visible = True
|
||
|
|
else:
|
||
|
|
self.set_visible(True)
|
||
|
|
|
||
|
|
self._extents_on_press = self.extents
|
||
|
|
self._rotation_on_press = self._rotation
|
||
|
|
self._set_aspect_ratio_correction()
|
||
|
|
|
||
|
|
return False
|
||
|
|
|
||
|
|
def _release(self, event):
|
||
|
|
"""Button release event handler."""
|
||
|
|
if not self._interactive:
|
||
|
|
self._selection_artist.set_visible(False)
|
||
|
|
|
||
|
|
if (self._active_handle is None and self._selection_completed and
|
||
|
|
self.ignore_event_outside):
|
||
|
|
return
|
||
|
|
|
||
|
|
# update the eventpress and eventrelease with the resulting extents
|
||
|
|
x0, x1, y0, y1 = self.extents
|
||
|
|
self._eventpress.xdata = x0
|
||
|
|
self._eventpress.ydata = y0
|
||
|
|
xy0 = self.ax.transData.transform([x0, y0])
|
||
|
|
self._eventpress.x, self._eventpress.y = xy0
|
||
|
|
|
||
|
|
self._eventrelease.xdata = x1
|
||
|
|
self._eventrelease.ydata = y1
|
||
|
|
xy1 = self.ax.transData.transform([x1, y1])
|
||
|
|
self._eventrelease.x, self._eventrelease.y = xy1
|
||
|
|
|
||
|
|
# calculate dimensions of box or line
|
||
|
|
if self.spancoords == 'data':
|
||
|
|
spanx = abs(self._eventpress.xdata - self._eventrelease.xdata)
|
||
|
|
spany = abs(self._eventpress.ydata - self._eventrelease.ydata)
|
||
|
|
elif self.spancoords == 'pixels':
|
||
|
|
spanx = abs(self._eventpress.x - self._eventrelease.x)
|
||
|
|
spany = abs(self._eventpress.y - self._eventrelease.y)
|
||
|
|
else:
|
||
|
|
_api.check_in_list(['data', 'pixels'],
|
||
|
|
spancoords=self.spancoords)
|
||
|
|
# check if drawn distance (if it exists) is not too small in
|
||
|
|
# either x or y-direction
|
||
|
|
minspanxy = (spanx <= self.minspanx or spany <= self.minspany)
|
||
|
|
if (self._drawtype != 'none' and minspanxy):
|
||
|
|
if self._selection_completed:
|
||
|
|
# Call onselect, only when the selection is already existing
|
||
|
|
self.onselect(self._eventpress, self._eventrelease)
|
||
|
|
self._clear_without_update()
|
||
|
|
else:
|
||
|
|
self.onselect(self._eventpress, self._eventrelease)
|
||
|
|
self._selection_completed = True
|
||
|
|
|
||
|
|
self.update()
|
||
|
|
self._active_handle = None
|
||
|
|
self._extents_on_press = None
|
||
|
|
|
||
|
|
return False
|
||
|
|
|
||
|
|
def _onmove(self, event):
|
||
|
|
"""
|
||
|
|
Motion notify event handler.
|
||
|
|
|
||
|
|
This can do one of four things:
|
||
|
|
- Translate
|
||
|
|
- Rotate
|
||
|
|
- Re-size
|
||
|
|
- Continue the creation of a new shape
|
||
|
|
"""
|
||
|
|
eventpress = self._eventpress
|
||
|
|
# The calculations are done for rotation at zero: we apply inverse
|
||
|
|
# transformation to events except when we rotate and move
|
||
|
|
state = self._state
|
||
|
|
rotate = ('rotate' in state and
|
||
|
|
self._active_handle in self._corner_order)
|
||
|
|
move = self._active_handle == 'C'
|
||
|
|
resize = self._active_handle and not move
|
||
|
|
|
||
|
|
if resize:
|
||
|
|
inv_tr = self._get_rotation_transform().inverted()
|
||
|
|
event.xdata, event.ydata = inv_tr.transform(
|
||
|
|
[event.xdata, event.ydata])
|
||
|
|
eventpress.xdata, eventpress.ydata = inv_tr.transform(
|
||
|
|
[eventpress.xdata, eventpress.ydata]
|
||
|
|
)
|
||
|
|
|
||
|
|
dx = event.xdata - eventpress.xdata
|
||
|
|
dy = event.ydata - eventpress.ydata
|
||
|
|
# refmax is used when moving the corner handle with the square state
|
||
|
|
# and is the maximum between refx and refy
|
||
|
|
refmax = None
|
||
|
|
if self._use_data_coordinates:
|
||
|
|
refx, refy = dx, dy
|
||
|
|
else:
|
||
|
|
# Get dx/dy in display coordinates
|
||
|
|
refx = event.x - eventpress.x
|
||
|
|
refy = event.y - eventpress.y
|
||
|
|
|
||
|
|
x0, x1, y0, y1 = self._extents_on_press
|
||
|
|
# rotate an existing shape
|
||
|
|
if rotate:
|
||
|
|
# calculate angle abc
|
||
|
|
a = np.array([eventpress.xdata, eventpress.ydata])
|
||
|
|
b = np.array(self.center)
|
||
|
|
c = np.array([event.xdata, event.ydata])
|
||
|
|
angle = (np.arctan2(c[1]-b[1], c[0]-b[0]) -
|
||
|
|
np.arctan2(a[1]-b[1], a[0]-b[0]))
|
||
|
|
self.rotation = np.rad2deg(self._rotation_on_press + angle)
|
||
|
|
|
||
|
|
elif resize:
|
||
|
|
size_on_press = [x1 - x0, y1 - y0]
|
||
|
|
center = [x0 + size_on_press[0] / 2, y0 + size_on_press[1] / 2]
|
||
|
|
|
||
|
|
# Keeping the center fixed
|
||
|
|
if 'center' in state:
|
||
|
|
# hh, hw are half-height and half-width
|
||
|
|
if 'square' in state:
|
||
|
|
# when using a corner, find which reference to use
|
||
|
|
if self._active_handle in self._corner_order:
|
||
|
|
refmax = max(refx, refy, key=abs)
|
||
|
|
if self._active_handle in ['E', 'W'] or refmax == refx:
|
||
|
|
hw = event.xdata - center[0]
|
||
|
|
hh = hw / self._aspect_ratio_correction
|
||
|
|
else:
|
||
|
|
hh = event.ydata - center[1]
|
||
|
|
hw = hh * self._aspect_ratio_correction
|
||
|
|
else:
|
||
|
|
hw = size_on_press[0] / 2
|
||
|
|
hh = size_on_press[1] / 2
|
||
|
|
# cancel changes in perpendicular direction
|
||
|
|
if self._active_handle in ['E', 'W'] + self._corner_order:
|
||
|
|
hw = abs(event.xdata - center[0])
|
||
|
|
if self._active_handle in ['N', 'S'] + self._corner_order:
|
||
|
|
hh = abs(event.ydata - center[1])
|
||
|
|
|
||
|
|
x0, x1, y0, y1 = (center[0] - hw, center[0] + hw,
|
||
|
|
center[1] - hh, center[1] + hh)
|
||
|
|
|
||
|
|
else:
|
||
|
|
# change sign of relative changes to simplify calculation
|
||
|
|
# Switch variables so that x1 and/or y1 are updated on move
|
||
|
|
if 'W' in self._active_handle:
|
||
|
|
x0 = x1
|
||
|
|
if 'S' in self._active_handle:
|
||
|
|
y0 = y1
|
||
|
|
if self._active_handle in ['E', 'W'] + self._corner_order:
|
||
|
|
x1 = event.xdata
|
||
|
|
if self._active_handle in ['N', 'S'] + self._corner_order:
|
||
|
|
y1 = event.ydata
|
||
|
|
if 'square' in state:
|
||
|
|
# when using a corner, find which reference to use
|
||
|
|
if self._active_handle in self._corner_order:
|
||
|
|
refmax = max(refx, refy, key=abs)
|
||
|
|
if self._active_handle in ['E', 'W'] or refmax == refx:
|
||
|
|
sign = np.sign(event.ydata - y0)
|
||
|
|
y1 = y0 + sign * abs(x1 - x0) / \
|
||
|
|
self._aspect_ratio_correction
|
||
|
|
else:
|
||
|
|
sign = np.sign(event.xdata - x0)
|
||
|
|
x1 = x0 + sign * abs(y1 - y0) * \
|
||
|
|
self._aspect_ratio_correction
|
||
|
|
|
||
|
|
elif move:
|
||
|
|
x0, x1, y0, y1 = self._extents_on_press
|
||
|
|
dx = event.xdata - eventpress.xdata
|
||
|
|
dy = event.ydata - eventpress.ydata
|
||
|
|
x0 += dx
|
||
|
|
x1 += dx
|
||
|
|
y0 += dy
|
||
|
|
y1 += dy
|
||
|
|
|
||
|
|
else:
|
||
|
|
# Create a new shape
|
||
|
|
self._rotation = 0
|
||
|
|
# Don't create a new rectangle if there is already one when
|
||
|
|
# ignore_event_outside=True
|
||
|
|
if ((self.ignore_event_outside and self._selection_completed) or
|
||
|
|
not self._allow_creation):
|
||
|
|
return
|
||
|
|
center = [eventpress.xdata, eventpress.ydata]
|
||
|
|
dx = (event.xdata - center[0]) / 2.
|
||
|
|
dy = (event.ydata - center[1]) / 2.
|
||
|
|
|
||
|
|
# square shape
|
||
|
|
if 'square' in state:
|
||
|
|
refmax = max(refx, refy, key=abs)
|
||
|
|
if refmax == refx:
|
||
|
|
dy = np.sign(dy) * abs(dx) / self._aspect_ratio_correction
|
||
|
|
else:
|
||
|
|
dx = np.sign(dx) * abs(dy) * self._aspect_ratio_correction
|
||
|
|
|
||
|
|
# from center
|
||
|
|
if 'center' in state:
|
||
|
|
dx *= 2
|
||
|
|
dy *= 2
|
||
|
|
|
||
|
|
# from corner
|
||
|
|
else:
|
||
|
|
center[0] += dx
|
||
|
|
center[1] += dy
|
||
|
|
|
||
|
|
x0, x1, y0, y1 = (center[0] - dx, center[0] + dx,
|
||
|
|
center[1] - dy, center[1] + dy)
|
||
|
|
|
||
|
|
self.extents = x0, x1, y0, y1
|
||
|
|
|
||
|
|
@property
|
||
|
|
def _rect_bbox(self):
|
||
|
|
if self._drawtype == 'box':
|
||
|
|
return self._selection_artist.get_bbox().bounds
|
||
|
|
else:
|
||
|
|
x, y = self._selection_artist.get_data()
|
||
|
|
x0, x1 = min(x), max(x)
|
||
|
|
y0, y1 = min(y), max(y)
|
||
|
|
return x0, y0, x1 - x0, y1 - y0
|
||
|
|
|
||
|
|
def _set_aspect_ratio_correction(self):
|
||
|
|
aspect_ratio = self.ax._get_aspect_ratio()
|
||
|
|
if not hasattr(self._selection_artist, '_aspect_ratio_correction'):
|
||
|
|
# Aspect ratio correction is not supported with deprecated
|
||
|
|
# drawtype='line'. Remove this block in matplotlib 3.7
|
||
|
|
self._aspect_ratio_correction = 1
|
||
|
|
return
|
||
|
|
|
||
|
|
self._selection_artist._aspect_ratio_correction = aspect_ratio
|
||
|
|
if self._use_data_coordinates:
|
||
|
|
self._aspect_ratio_correction = 1
|
||
|
|
else:
|
||
|
|
self._aspect_ratio_correction = aspect_ratio
|
||
|
|
|
||
|
|
def _get_rotation_transform(self):
|
||
|
|
aspect_ratio = self.ax._get_aspect_ratio()
|
||
|
|
return Affine2D().translate(-self.center[0], -self.center[1]) \
|
||
|
|
.scale(1, aspect_ratio) \
|
||
|
|
.rotate(self._rotation) \
|
||
|
|
.scale(1, 1 / aspect_ratio) \
|
||
|
|
.translate(*self.center)
|
||
|
|
|
||
|
|
@property
|
||
|
|
def corners(self):
|
||
|
|
"""
|
||
|
|
Corners of rectangle in data coordinates from lower left,
|
||
|
|
moving clockwise.
|
||
|
|
"""
|
||
|
|
x0, y0, width, height = self._rect_bbox
|
||
|
|
xc = x0, x0 + width, x0 + width, x0
|
||
|
|
yc = y0, y0, y0 + height, y0 + height
|
||
|
|
transform = self._get_rotation_transform()
|
||
|
|
coords = transform.transform(np.array([xc, yc]).T).T
|
||
|
|
return coords[0], coords[1]
|
||
|
|
|
||
|
|
@property
|
||
|
|
def edge_centers(self):
|
||
|
|
"""
|
||
|
|
Midpoint of rectangle edges in data coordinates from left,
|
||
|
|
moving anti-clockwise.
|
||
|
|
"""
|
||
|
|
x0, y0, width, height = self._rect_bbox
|
||
|
|
w = width / 2.
|
||
|
|
h = height / 2.
|
||
|
|
xe = x0, x0 + w, x0 + width, x0 + w
|
||
|
|
ye = y0 + h, y0, y0 + h, y0 + height
|
||
|
|
transform = self._get_rotation_transform()
|
||
|
|
coords = transform.transform(np.array([xe, ye]).T).T
|
||
|
|
return coords[0], coords[1]
|
||
|
|
|
||
|
|
@property
|
||
|
|
def center(self):
|
||
|
|
"""Center of rectangle in data coordinates."""
|
||
|
|
x0, y0, width, height = self._rect_bbox
|
||
|
|
return x0 + width / 2., y0 + height / 2.
|
||
|
|
|
||
|
|
@property
|
||
|
|
def extents(self):
|
||
|
|
"""
|
||
|
|
Return (xmin, xmax, ymin, ymax) in data coordinates as defined by the
|
||
|
|
bounding box before rotation.
|
||
|
|
"""
|
||
|
|
x0, y0, width, height = self._rect_bbox
|
||
|
|
xmin, xmax = sorted([x0, x0 + width])
|
||
|
|
ymin, ymax = sorted([y0, y0 + height])
|
||
|
|
return xmin, xmax, ymin, ymax
|
||
|
|
|
||
|
|
@extents.setter
|
||
|
|
def extents(self, extents):
|
||
|
|
# Update displayed shape
|
||
|
|
self._draw_shape(extents)
|
||
|
|
if self._interactive:
|
||
|
|
# Update displayed handles
|
||
|
|
self._corner_handles.set_data(*self.corners)
|
||
|
|
self._edge_handles.set_data(*self.edge_centers)
|
||
|
|
self._center_handle.set_data(*self.center)
|
||
|
|
self.set_visible(self._visible)
|
||
|
|
self.update()
|
||
|
|
|
||
|
|
@property
|
||
|
|
def rotation(self):
|
||
|
|
"""
|
||
|
|
Rotation in degree in interval [-45°, 45°]. The rotation is limited in
|
||
|
|
range to keep the implementation simple.
|
||
|
|
"""
|
||
|
|
return np.rad2deg(self._rotation)
|
||
|
|
|
||
|
|
@rotation.setter
|
||
|
|
def rotation(self, value):
|
||
|
|
# Restrict to a limited range of rotation [-45°, 45°] to avoid changing
|
||
|
|
# order of handles
|
||
|
|
if -45 <= value and value <= 45:
|
||
|
|
self._rotation = np.deg2rad(value)
|
||
|
|
# call extents setter to draw shape and update handles positions
|
||
|
|
self.extents = self.extents
|
||
|
|
|
||
|
|
draw_shape = _api.deprecate_privatize_attribute('3.5')
|
||
|
|
|
||
|
|
def _draw_shape(self, extents):
|
||
|
|
x0, x1, y0, y1 = extents
|
||
|
|
xmin, xmax = sorted([x0, x1])
|
||
|
|
ymin, ymax = sorted([y0, y1])
|
||
|
|
xlim = sorted(self.ax.get_xlim())
|
||
|
|
ylim = sorted(self.ax.get_ylim())
|
||
|
|
|
||
|
|
xmin = max(xlim[0], xmin)
|
||
|
|
ymin = max(ylim[0], ymin)
|
||
|
|
xmax = min(xmax, xlim[1])
|
||
|
|
ymax = min(ymax, ylim[1])
|
||
|
|
|
||
|
|
if self._drawtype == 'box':
|
||
|
|
self._selection_artist.set_x(xmin)
|
||
|
|
self._selection_artist.set_y(ymin)
|
||
|
|
self._selection_artist.set_width(xmax - xmin)
|
||
|
|
self._selection_artist.set_height(ymax - ymin)
|
||
|
|
self._selection_artist.set_angle(self.rotation)
|
||
|
|
|
||
|
|
elif self._drawtype == 'line':
|
||
|
|
self._selection_artist.set_data([xmin, xmax], [ymin, ymax])
|
||
|
|
|
||
|
|
def _set_active_handle(self, event):
|
||
|
|
"""Set active handle based on the location of the mouse event."""
|
||
|
|
# Note: event.xdata/ydata in data coordinates, event.x/y in pixels
|
||
|
|
c_idx, c_dist = self._corner_handles.closest(event.x, event.y)
|
||
|
|
e_idx, e_dist = self._edge_handles.closest(event.x, event.y)
|
||
|
|
m_idx, m_dist = self._center_handle.closest(event.x, event.y)
|
||
|
|
|
||
|
|
if 'move' in self._state:
|
||
|
|
self._active_handle = 'C'
|
||
|
|
# Set active handle as closest handle, if mouse click is close enough.
|
||
|
|
elif m_dist < self.grab_range * 2:
|
||
|
|
# Prioritise center handle over other handles
|
||
|
|
self._active_handle = 'C'
|
||
|
|
elif c_dist > self.grab_range and e_dist > self.grab_range:
|
||
|
|
# Not close to any handles
|
||
|
|
if self.drag_from_anywhere and self._contains(event):
|
||
|
|
# Check if we've clicked inside the region
|
||
|
|
self._active_handle = 'C'
|
||
|
|
else:
|
||
|
|
self._active_handle = None
|
||
|
|
return
|
||
|
|
elif c_dist < e_dist:
|
||
|
|
# Closest to a corner handle
|
||
|
|
self._active_handle = self._corner_order[c_idx]
|
||
|
|
else:
|
||
|
|
# Closest to an edge handle
|
||
|
|
self._active_handle = self._edge_order[e_idx]
|
||
|
|
|
||
|
|
def _contains(self, event):
|
||
|
|
"""Return True if event is within the patch."""
|
||
|
|
return self._selection_artist.contains(event, radius=0)[0]
|
||
|
|
|
||
|
|
@property
|
||
|
|
def geometry(self):
|
||
|
|
"""
|
||
|
|
Return an array of shape (2, 5) containing the
|
||
|
|
x (``RectangleSelector.geometry[1, :]``) and
|
||
|
|
y (``RectangleSelector.geometry[0, :]``) data coordinates of the four
|
||
|
|
corners of the rectangle starting and ending in the top left corner.
|
||
|
|
"""
|
||
|
|
if hasattr(self._selection_artist, 'get_verts'):
|
||
|
|
xfm = self.ax.transData.inverted()
|
||
|
|
y, x = xfm.transform(self._selection_artist.get_verts()).T
|
||
|
|
return np.array([x, y])
|
||
|
|
else:
|
||
|
|
return np.array(self._selection_artist.get_data())
|
||
|
|
|
||
|
|
|
||
|
|
@_docstring.Substitution(_RECTANGLESELECTOR_PARAMETERS_DOCSTRING.replace(
|
||
|
|
'__ARTIST_NAME__', 'ellipse'))
|
||
|
|
class EllipseSelector(RectangleSelector):
|
||
|
|
"""
|
||
|
|
Select an elliptical region of an Axes.
|
||
|
|
|
||
|
|
For the cursor to remain responsive you must keep a reference to it.
|
||
|
|
|
||
|
|
Press and release events triggered at the same coordinates outside the
|
||
|
|
selection will clear the selector, except when
|
||
|
|
``ignore_event_outside=True``.
|
||
|
|
|
||
|
|
%s
|
||
|
|
|
||
|
|
Examples
|
||
|
|
--------
|
||
|
|
:doc:`/gallery/widgets/rectangle_selector`
|
||
|
|
"""
|
||
|
|
|
||
|
|
draw_shape = _api.deprecate_privatize_attribute('3.5')
|
||
|
|
|
||
|
|
def _init_shape(self, **props):
|
||
|
|
return Ellipse((0, 0), 0, 1, visible=False, **props)
|
||
|
|
|
||
|
|
def _draw_shape(self, extents):
|
||
|
|
x0, x1, y0, y1 = extents
|
||
|
|
xmin, xmax = sorted([x0, x1])
|
||
|
|
ymin, ymax = sorted([y0, y1])
|
||
|
|
center = [x0 + (x1 - x0) / 2., y0 + (y1 - y0) / 2.]
|
||
|
|
a = (xmax - xmin) / 2.
|
||
|
|
b = (ymax - ymin) / 2.
|
||
|
|
|
||
|
|
if self._drawtype == 'box':
|
||
|
|
self._selection_artist.center = center
|
||
|
|
self._selection_artist.width = 2 * a
|
||
|
|
self._selection_artist.height = 2 * b
|
||
|
|
self._selection_artist.angle = self.rotation
|
||
|
|
else:
|
||
|
|
rad = np.deg2rad(np.arange(31) * 12)
|
||
|
|
x = a * np.cos(rad) + center[0]
|
||
|
|
y = b * np.sin(rad) + center[1]
|
||
|
|
self._selection_artist.set_data(x, y)
|
||
|
|
|
||
|
|
@property
|
||
|
|
def _rect_bbox(self):
|
||
|
|
if self._drawtype == 'box':
|
||
|
|
x, y = self._selection_artist.center
|
||
|
|
width = self._selection_artist.width
|
||
|
|
height = self._selection_artist.height
|
||
|
|
return x - width / 2., y - height / 2., width, height
|
||
|
|
else:
|
||
|
|
x, y = self._selection_artist.get_data()
|
||
|
|
x0, x1 = min(x), max(x)
|
||
|
|
y0, y1 = min(y), max(y)
|
||
|
|
return x0, y0, x1 - x0, y1 - y0
|
||
|
|
|
||
|
|
|
||
|
|
class LassoSelector(_SelectorWidget):
|
||
|
|
"""
|
||
|
|
Selection curve of an arbitrary shape.
|
||
|
|
|
||
|
|
For the selector to remain responsive you must keep a reference to it.
|
||
|
|
|
||
|
|
The selected path can be used in conjunction with `~.Path.contains_point`
|
||
|
|
to select data points from an image.
|
||
|
|
|
||
|
|
In contrast to `Lasso`, `LassoSelector` is written with an interface
|
||
|
|
similar to `RectangleSelector` and `SpanSelector`, and will continue to
|
||
|
|
interact with the Axes until disconnected.
|
||
|
|
|
||
|
|
Example usage::
|
||
|
|
|
||
|
|
ax = plt.subplot()
|
||
|
|
ax.plot(x, y)
|
||
|
|
|
||
|
|
def onselect(verts):
|
||
|
|
print(verts)
|
||
|
|
lasso = LassoSelector(ax, onselect)
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The parent Axes for the widget.
|
||
|
|
onselect : function
|
||
|
|
Whenever the lasso is released, the *onselect* function is called and
|
||
|
|
passed the vertices of the selected path.
|
||
|
|
useblit : bool, default: True
|
||
|
|
Whether to use blitting for faster drawing (if supported by the
|
||
|
|
backend). See the tutorial :doc:`/tutorials/advanced/blitting`
|
||
|
|
for details.
|
||
|
|
props : dict, optional
|
||
|
|
Properties with which the line is drawn, see `matplotlib.lines.Line2D`
|
||
|
|
for valid properties. Default values are defined in ``mpl.rcParams``.
|
||
|
|
button : `.MouseButton` or list of `.MouseButton`, optional
|
||
|
|
The mouse buttons used for rectangle selection. Default is ``None``,
|
||
|
|
which corresponds to all buttons.
|
||
|
|
"""
|
||
|
|
|
||
|
|
@_api.rename_parameter("3.5", "lineprops", "props")
|
||
|
|
def __init__(self, ax, onselect=None, useblit=True, props=None,
|
||
|
|
button=None):
|
||
|
|
super().__init__(ax, onselect, useblit=useblit, button=button)
|
||
|
|
self.verts = None
|
||
|
|
if props is None:
|
||
|
|
props = dict()
|
||
|
|
# self.useblit may be != useblit, if the canvas doesn't support blit.
|
||
|
|
props.update(animated=self.useblit, visible=False)
|
||
|
|
line = Line2D([], [], **props)
|
||
|
|
self.ax.add_line(line)
|
||
|
|
self._selection_artist = line
|
||
|
|
|
||
|
|
@_api.deprecated("3.5", alternative="press")
|
||
|
|
def onpress(self, event):
|
||
|
|
self.press(event)
|
||
|
|
|
||
|
|
def _press(self, event):
|
||
|
|
self.verts = [self._get_data(event)]
|
||
|
|
self._selection_artist.set_visible(True)
|
||
|
|
|
||
|
|
@_api.deprecated("3.5", alternative="release")
|
||
|
|
def onrelease(self, event):
|
||
|
|
self.release(event)
|
||
|
|
|
||
|
|
def _release(self, event):
|
||
|
|
if self.verts is not None:
|
||
|
|
self.verts.append(self._get_data(event))
|
||
|
|
self.onselect(self.verts)
|
||
|
|
self._selection_artist.set_data([[], []])
|
||
|
|
self._selection_artist.set_visible(False)
|
||
|
|
self.verts = None
|
||
|
|
|
||
|
|
def _onmove(self, event):
|
||
|
|
if self.verts is None:
|
||
|
|
return
|
||
|
|
self.verts.append(self._get_data(event))
|
||
|
|
self._selection_artist.set_data(list(zip(*self.verts)))
|
||
|
|
|
||
|
|
self.update()
|
||
|
|
|
||
|
|
|
||
|
|
class PolygonSelector(_SelectorWidget):
|
||
|
|
"""
|
||
|
|
Select a polygon region of an Axes.
|
||
|
|
|
||
|
|
Place vertices with each mouse click, and make the selection by completing
|
||
|
|
the polygon (clicking on the first vertex). Once drawn individual vertices
|
||
|
|
can be moved by clicking and dragging with the left mouse button, or
|
||
|
|
removed by clicking the right mouse button.
|
||
|
|
|
||
|
|
In addition, the following modifier keys can be used:
|
||
|
|
|
||
|
|
- Hold *ctrl* and click and drag a vertex to reposition it before the
|
||
|
|
polygon has been completed.
|
||
|
|
- Hold the *shift* key and click and drag anywhere in the Axes to move
|
||
|
|
all vertices.
|
||
|
|
- Press the *esc* key to start a new polygon.
|
||
|
|
|
||
|
|
For the selector to remain responsive you must keep a reference to it.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The parent Axes for the widget.
|
||
|
|
|
||
|
|
onselect : function
|
||
|
|
When a polygon is completed or modified after completion,
|
||
|
|
the *onselect* function is called and passed a list of the vertices as
|
||
|
|
``(xdata, ydata)`` tuples.
|
||
|
|
|
||
|
|
useblit : bool, default: False
|
||
|
|
Whether to use blitting for faster drawing (if supported by the
|
||
|
|
backend). See the tutorial :doc:`/tutorials/advanced/blitting`
|
||
|
|
for details.
|
||
|
|
|
||
|
|
props : dict, optional
|
||
|
|
Properties with which the line is drawn, see `matplotlib.lines.Line2D`
|
||
|
|
for valid properties.
|
||
|
|
Default:
|
||
|
|
|
||
|
|
``dict(color='k', linestyle='-', linewidth=2, alpha=0.5)``
|
||
|
|
|
||
|
|
handle_props : dict, optional
|
||
|
|
Artist properties for the markers drawn at the vertices of the polygon.
|
||
|
|
See the marker arguments in `matplotlib.lines.Line2D` for valid
|
||
|
|
properties. Default values are defined in ``mpl.rcParams`` except for
|
||
|
|
the default value of ``markeredgecolor`` which will be the same as the
|
||
|
|
``color`` property in *props*.
|
||
|
|
|
||
|
|
grab_range : float, default: 10
|
||
|
|
A vertex is selected (to complete the polygon or to move a vertex) if
|
||
|
|
the mouse click is within *grab_range* pixels of the vertex.
|
||
|
|
|
||
|
|
draw_bounding_box : bool, optional
|
||
|
|
If `True`, a bounding box will be drawn around the polygon selector
|
||
|
|
once it is complete. This box can be used to move and resize the
|
||
|
|
selector.
|
||
|
|
|
||
|
|
box_handle_props : dict, optional
|
||
|
|
Properties to set for the box handles. See the documentation for the
|
||
|
|
*handle_props* argument to `RectangleSelector` for more info.
|
||
|
|
|
||
|
|
box_props : dict, optional
|
||
|
|
Properties to set for the box. See the documentation for the *props*
|
||
|
|
argument to `RectangleSelector` for more info.
|
||
|
|
|
||
|
|
Examples
|
||
|
|
--------
|
||
|
|
:doc:`/gallery/widgets/polygon_selector_simple`
|
||
|
|
:doc:`/gallery/widgets/polygon_selector_demo`
|
||
|
|
|
||
|
|
Notes
|
||
|
|
-----
|
||
|
|
If only one point remains after removing points, the selector reverts to an
|
||
|
|
incomplete state and you can start drawing a new polygon from the existing
|
||
|
|
point.
|
||
|
|
"""
|
||
|
|
|
||
|
|
@_api.rename_parameter("3.5", "lineprops", "props")
|
||
|
|
@_api.rename_parameter("3.5", "markerprops", "handle_props")
|
||
|
|
@_api.rename_parameter("3.5", "vertex_select_radius", "grab_range")
|
||
|
|
def __init__(self, ax, onselect, useblit=False,
|
||
|
|
props=None, handle_props=None, grab_range=10, *,
|
||
|
|
draw_bounding_box=False, box_handle_props=None,
|
||
|
|
box_props=None):
|
||
|
|
# The state modifiers 'move', 'square', and 'center' are expected by
|
||
|
|
# _SelectorWidget but are not supported by PolygonSelector
|
||
|
|
# Note: could not use the existing 'move' state modifier in-place of
|
||
|
|
# 'move_all' because _SelectorWidget automatically discards 'move'
|
||
|
|
# from the state on button release.
|
||
|
|
state_modifier_keys = dict(clear='escape', move_vertex='control',
|
||
|
|
move_all='shift', move='not-applicable',
|
||
|
|
square='not-applicable',
|
||
|
|
center='not-applicable',
|
||
|
|
rotate='not-applicable')
|
||
|
|
super().__init__(ax, onselect, useblit=useblit,
|
||
|
|
state_modifier_keys=state_modifier_keys)
|
||
|
|
|
||
|
|
self._xys = [(0, 0)]
|
||
|
|
|
||
|
|
if props is None:
|
||
|
|
props = dict(color='k', linestyle='-', linewidth=2, alpha=0.5)
|
||
|
|
props['animated'] = self.useblit
|
||
|
|
self._props = props
|
||
|
|
self._selection_artist = line = Line2D([], [], **self._props)
|
||
|
|
self.ax.add_line(line)
|
||
|
|
|
||
|
|
if handle_props is None:
|
||
|
|
handle_props = dict(markeredgecolor='k',
|
||
|
|
markerfacecolor=self._props.get('color', 'k'))
|
||
|
|
self._handle_props = handle_props
|
||
|
|
self._polygon_handles = ToolHandles(self.ax, [], [],
|
||
|
|
useblit=self.useblit,
|
||
|
|
marker_props=self._handle_props)
|
||
|
|
|
||
|
|
self._active_handle_idx = -1
|
||
|
|
self.grab_range = grab_range
|
||
|
|
|
||
|
|
self.set_visible(True)
|
||
|
|
self._draw_box = draw_bounding_box
|
||
|
|
self._box = None
|
||
|
|
|
||
|
|
if box_handle_props is None:
|
||
|
|
box_handle_props = {}
|
||
|
|
self._box_handle_props = self._handle_props.update(box_handle_props)
|
||
|
|
self._box_props = box_props
|
||
|
|
|
||
|
|
def _get_bbox(self):
|
||
|
|
return self._selection_artist.get_bbox()
|
||
|
|
|
||
|
|
def _add_box(self):
|
||
|
|
self._box = RectangleSelector(self.ax,
|
||
|
|
onselect=lambda *args, **kwargs: None,
|
||
|
|
useblit=self.useblit,
|
||
|
|
grab_range=self.grab_range,
|
||
|
|
handle_props=self._box_handle_props,
|
||
|
|
props=self._box_props,
|
||
|
|
interactive=True)
|
||
|
|
self._box._state_modifier_keys.pop('rotate')
|
||
|
|
self._box.connect_event('motion_notify_event', self._scale_polygon)
|
||
|
|
self._update_box()
|
||
|
|
# Set state that prevents the RectangleSelector from being created
|
||
|
|
# by the user
|
||
|
|
self._box._allow_creation = False
|
||
|
|
self._box._selection_completed = True
|
||
|
|
self._draw_polygon()
|
||
|
|
|
||
|
|
def _remove_box(self):
|
||
|
|
if self._box is not None:
|
||
|
|
self._box.set_visible(False)
|
||
|
|
self._box = None
|
||
|
|
|
||
|
|
def _update_box(self):
|
||
|
|
# Update selection box extents to the extents of the polygon
|
||
|
|
if self._box is not None:
|
||
|
|
bbox = self._get_bbox()
|
||
|
|
self._box.extents = [bbox.x0, bbox.x1, bbox.y0, bbox.y1]
|
||
|
|
# Save a copy
|
||
|
|
self._old_box_extents = self._box.extents
|
||
|
|
|
||
|
|
def _scale_polygon(self, event):
|
||
|
|
"""
|
||
|
|
Scale the polygon selector points when the bounding box is moved or
|
||
|
|
scaled.
|
||
|
|
|
||
|
|
This is set as a callback on the bounding box RectangleSelector.
|
||
|
|
"""
|
||
|
|
if not self._selection_completed:
|
||
|
|
return
|
||
|
|
|
||
|
|
if self._old_box_extents == self._box.extents:
|
||
|
|
return
|
||
|
|
|
||
|
|
# Create transform from old box to new box
|
||
|
|
x1, y1, w1, h1 = self._box._rect_bbox
|
||
|
|
old_bbox = self._get_bbox()
|
||
|
|
t = (transforms.Affine2D()
|
||
|
|
.translate(-old_bbox.x0, -old_bbox.y0)
|
||
|
|
.scale(1 / old_bbox.width, 1 / old_bbox.height)
|
||
|
|
.scale(w1, h1)
|
||
|
|
.translate(x1, y1))
|
||
|
|
|
||
|
|
# Update polygon verts. Must be a list of tuples for consistency.
|
||
|
|
new_verts = [(x, y) for x, y in t.transform(np.array(self.verts))]
|
||
|
|
self._xys = [*new_verts, new_verts[0]]
|
||
|
|
self._draw_polygon()
|
||
|
|
self._old_box_extents = self._box.extents
|
||
|
|
|
||
|
|
line = _api.deprecated("3.5")(
|
||
|
|
property(lambda self: self._selection_artist)
|
||
|
|
)
|
||
|
|
|
||
|
|
vertex_select_radius = _api.deprecated("3.5", name="vertex_select_radius",
|
||
|
|
alternative="grab_range")(
|
||
|
|
property(lambda self: self.grab_range,
|
||
|
|
lambda self, value: setattr(self, "grab_range", value))
|
||
|
|
)
|
||
|
|
|
||
|
|
@property
|
||
|
|
def _handles_artists(self):
|
||
|
|
return self._polygon_handles.artists
|
||
|
|
|
||
|
|
def _remove_vertex(self, i):
|
||
|
|
"""Remove vertex with index i."""
|
||
|
|
if (len(self._xys) > 2 and
|
||
|
|
self._selection_completed and
|
||
|
|
i in (0, len(self._xys) - 1)):
|
||
|
|
# If selecting the first or final vertex, remove both first and
|
||
|
|
# last vertex as they are the same for a closed polygon
|
||
|
|
self._xys.pop(0)
|
||
|
|
self._xys.pop(-1)
|
||
|
|
# Close the polygon again by appending the new first vertex to the
|
||
|
|
# end
|
||
|
|
self._xys.append(self._xys[0])
|
||
|
|
else:
|
||
|
|
self._xys.pop(i)
|
||
|
|
if len(self._xys) <= 2:
|
||
|
|
# If only one point left, return to incomplete state to let user
|
||
|
|
# start drawing again
|
||
|
|
self._selection_completed = False
|
||
|
|
self._remove_box()
|
||
|
|
|
||
|
|
def _press(self, event):
|
||
|
|
"""Button press event handler."""
|
||
|
|
# Check for selection of a tool handle.
|
||
|
|
if ((self._selection_completed or 'move_vertex' in self._state)
|
||
|
|
and len(self._xys) > 0):
|
||
|
|
h_idx, h_dist = self._polygon_handles.closest(event.x, event.y)
|
||
|
|
if h_dist < self.grab_range:
|
||
|
|
self._active_handle_idx = h_idx
|
||
|
|
# Save the vertex positions at the time of the press event (needed to
|
||
|
|
# support the 'move_all' state modifier).
|
||
|
|
self._xys_at_press = self._xys.copy()
|
||
|
|
|
||
|
|
def _release(self, event):
|
||
|
|
"""Button release event handler."""
|
||
|
|
# Release active tool handle.
|
||
|
|
if self._active_handle_idx >= 0:
|
||
|
|
if event.button == 3:
|
||
|
|
self._remove_vertex(self._active_handle_idx)
|
||
|
|
self._draw_polygon()
|
||
|
|
self._active_handle_idx = -1
|
||
|
|
|
||
|
|
# Complete the polygon.
|
||
|
|
elif len(self._xys) > 3 and self._xys[-1] == self._xys[0]:
|
||
|
|
self._selection_completed = True
|
||
|
|
if self._draw_box and self._box is None:
|
||
|
|
self._add_box()
|
||
|
|
|
||
|
|
# Place new vertex.
|
||
|
|
elif (not self._selection_completed
|
||
|
|
and 'move_all' not in self._state
|
||
|
|
and 'move_vertex' not in self._state):
|
||
|
|
self._xys.insert(-1, (event.xdata, event.ydata))
|
||
|
|
|
||
|
|
if self._selection_completed:
|
||
|
|
self.onselect(self.verts)
|
||
|
|
|
||
|
|
def onmove(self, event):
|
||
|
|
"""Cursor move event handler and validator."""
|
||
|
|
# Method overrides _SelectorWidget.onmove because the polygon selector
|
||
|
|
# needs to process the move callback even if there is no button press.
|
||
|
|
# _SelectorWidget.onmove include logic to ignore move event if
|
||
|
|
# _eventpress is None.
|
||
|
|
if not self.ignore(event):
|
||
|
|
event = self._clean_event(event)
|
||
|
|
self._onmove(event)
|
||
|
|
return True
|
||
|
|
return False
|
||
|
|
|
||
|
|
def _onmove(self, event):
|
||
|
|
"""Cursor move event handler."""
|
||
|
|
# Move the active vertex (ToolHandle).
|
||
|
|
if self._active_handle_idx >= 0:
|
||
|
|
idx = self._active_handle_idx
|
||
|
|
self._xys[idx] = event.xdata, event.ydata
|
||
|
|
# Also update the end of the polygon line if the first vertex is
|
||
|
|
# the active handle and the polygon is completed.
|
||
|
|
if idx == 0 and self._selection_completed:
|
||
|
|
self._xys[-1] = event.xdata, event.ydata
|
||
|
|
|
||
|
|
# Move all vertices.
|
||
|
|
elif 'move_all' in self._state and self._eventpress:
|
||
|
|
dx = event.xdata - self._eventpress.xdata
|
||
|
|
dy = event.ydata - self._eventpress.ydata
|
||
|
|
for k in range(len(self._xys)):
|
||
|
|
x_at_press, y_at_press = self._xys_at_press[k]
|
||
|
|
self._xys[k] = x_at_press + dx, y_at_press + dy
|
||
|
|
|
||
|
|
# Do nothing if completed or waiting for a move.
|
||
|
|
elif (self._selection_completed
|
||
|
|
or 'move_vertex' in self._state or 'move_all' in self._state):
|
||
|
|
return
|
||
|
|
|
||
|
|
# Position pending vertex.
|
||
|
|
else:
|
||
|
|
# Calculate distance to the start vertex.
|
||
|
|
x0, y0 = \
|
||
|
|
self._selection_artist.get_transform().transform(self._xys[0])
|
||
|
|
v0_dist = np.hypot(x0 - event.x, y0 - event.y)
|
||
|
|
# Lock on to the start vertex if near it and ready to complete.
|
||
|
|
if len(self._xys) > 3 and v0_dist < self.grab_range:
|
||
|
|
self._xys[-1] = self._xys[0]
|
||
|
|
else:
|
||
|
|
self._xys[-1] = event.xdata, event.ydata
|
||
|
|
|
||
|
|
self._draw_polygon()
|
||
|
|
|
||
|
|
def _on_key_press(self, event):
|
||
|
|
"""Key press event handler."""
|
||
|
|
# Remove the pending vertex if entering the 'move_vertex' or
|
||
|
|
# 'move_all' mode
|
||
|
|
if (not self._selection_completed
|
||
|
|
and ('move_vertex' in self._state or
|
||
|
|
'move_all' in self._state)):
|
||
|
|
self._xys.pop()
|
||
|
|
self._draw_polygon()
|
||
|
|
|
||
|
|
def _on_key_release(self, event):
|
||
|
|
"""Key release event handler."""
|
||
|
|
# Add back the pending vertex if leaving the 'move_vertex' or
|
||
|
|
# 'move_all' mode (by checking the released key)
|
||
|
|
if (not self._selection_completed
|
||
|
|
and
|
||
|
|
(event.key == self._state_modifier_keys.get('move_vertex')
|
||
|
|
or event.key == self._state_modifier_keys.get('move_all'))):
|
||
|
|
self._xys.append((event.xdata, event.ydata))
|
||
|
|
self._draw_polygon()
|
||
|
|
# Reset the polygon if the released key is the 'clear' key.
|
||
|
|
elif event.key == self._state_modifier_keys.get('clear'):
|
||
|
|
event = self._clean_event(event)
|
||
|
|
self._xys = [(event.xdata, event.ydata)]
|
||
|
|
self._selection_completed = False
|
||
|
|
self._remove_box()
|
||
|
|
self.set_visible(True)
|
||
|
|
|
||
|
|
def _draw_polygon(self):
|
||
|
|
"""Redraw the polygon based on the new vertex positions."""
|
||
|
|
xs, ys = zip(*self._xys) if self._xys else ([], [])
|
||
|
|
self._selection_artist.set_data(xs, ys)
|
||
|
|
self._update_box()
|
||
|
|
# Only show one tool handle at the start and end vertex of the polygon
|
||
|
|
# if the polygon is completed or the user is locked on to the start
|
||
|
|
# vertex.
|
||
|
|
if (self._selection_completed
|
||
|
|
or (len(self._xys) > 3
|
||
|
|
and self._xys[-1] == self._xys[0])):
|
||
|
|
self._polygon_handles.set_data(xs[:-1], ys[:-1])
|
||
|
|
else:
|
||
|
|
self._polygon_handles.set_data(xs, ys)
|
||
|
|
self.update()
|
||
|
|
|
||
|
|
@property
|
||
|
|
def verts(self):
|
||
|
|
"""The polygon vertices, as a list of ``(x, y)`` pairs."""
|
||
|
|
return self._xys[:-1]
|
||
|
|
|
||
|
|
@verts.setter
|
||
|
|
def verts(self, xys):
|
||
|
|
"""
|
||
|
|
Set the polygon vertices.
|
||
|
|
|
||
|
|
This will remove any preexisting vertices, creating a complete polygon
|
||
|
|
with the new vertices.
|
||
|
|
"""
|
||
|
|
self._xys = [*xys, xys[0]]
|
||
|
|
self._selection_completed = True
|
||
|
|
self.set_visible(True)
|
||
|
|
if self._draw_box and self._box is None:
|
||
|
|
self._add_box()
|
||
|
|
self._draw_polygon()
|
||
|
|
|
||
|
|
|
||
|
|
class Lasso(AxesWidget):
|
||
|
|
"""
|
||
|
|
Selection curve of an arbitrary shape.
|
||
|
|
|
||
|
|
The selected path can be used in conjunction with
|
||
|
|
`~matplotlib.path.Path.contains_point` to select data points from an image.
|
||
|
|
|
||
|
|
Unlike `LassoSelector`, this must be initialized with a starting
|
||
|
|
point *xy*, and the `Lasso` events are destroyed upon release.
|
||
|
|
|
||
|
|
Parameters
|
||
|
|
----------
|
||
|
|
ax : `~matplotlib.axes.Axes`
|
||
|
|
The parent Axes for the widget.
|
||
|
|
xy : (float, float)
|
||
|
|
Coordinates of the start of the lasso.
|
||
|
|
useblit : bool, default: True
|
||
|
|
Whether to use blitting for faster drawing (if supported by the
|
||
|
|
backend). See the tutorial :doc:`/tutorials/advanced/blitting`
|
||
|
|
for details.
|
||
|
|
callback : callable
|
||
|
|
Whenever the lasso is released, the *callback* function is called and
|
||
|
|
passed the vertices of the selected path.
|
||
|
|
"""
|
||
|
|
|
||
|
|
def __init__(self, ax, xy, callback=None, useblit=True):
|
||
|
|
super().__init__(ax)
|
||
|
|
|
||
|
|
self.useblit = useblit and self.canvas.supports_blit
|
||
|
|
if self.useblit:
|
||
|
|
self.background = self.canvas.copy_from_bbox(self.ax.bbox)
|
||
|
|
|
||
|
|
x, y = xy
|
||
|
|
self.verts = [(x, y)]
|
||
|
|
self.line = Line2D([x], [y], linestyle='-', color='black', lw=2)
|
||
|
|
self.ax.add_line(self.line)
|
||
|
|
self.callback = callback
|
||
|
|
self.connect_event('button_release_event', self.onrelease)
|
||
|
|
self.connect_event('motion_notify_event', self.onmove)
|
||
|
|
|
||
|
|
def onrelease(self, event):
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
if self.verts is not None:
|
||
|
|
self.verts.append((event.xdata, event.ydata))
|
||
|
|
if len(self.verts) > 2:
|
||
|
|
self.callback(self.verts)
|
||
|
|
self.ax.lines.remove(self.line)
|
||
|
|
self.verts = None
|
||
|
|
self.disconnect_events()
|
||
|
|
|
||
|
|
def onmove(self, event):
|
||
|
|
if self.ignore(event):
|
||
|
|
return
|
||
|
|
if self.verts is None:
|
||
|
|
return
|
||
|
|
if event.inaxes != self.ax:
|
||
|
|
return
|
||
|
|
if event.button != 1:
|
||
|
|
return
|
||
|
|
self.verts.append((event.xdata, event.ydata))
|
||
|
|
|
||
|
|
self.line.set_data(list(zip(*self.verts)))
|
||
|
|
|
||
|
|
if self.useblit:
|
||
|
|
self.canvas.restore_region(self.background)
|
||
|
|
self.ax.draw_artist(self.line)
|
||
|
|
self.canvas.blit(self.ax.bbox)
|
||
|
|
else:
|
||
|
|
self.canvas.draw_idle()
|