Source code for pyworkflow.gui.matplotlib_image

# **************************************************************************
# *
# * Authors:     J.M. De la Rosa Trevin (jmdelarosa@cnb.csic.es)
# *
# * Unidad de  Bioinformatica of Centro Nacional de Biotecnologia , CSIC
# *
# * This program is free software; you can redistribute it and/or modify
# * it under the terms of the GNU General Public License as published by
# * the Free Software Foundation; either version 3 of the License, or
# * (at your option) any later version.
# *
# * This program is distributed in the hope that it will be useful,
# * but WITHOUT ANY WARRANTY; without even the implied warranty of
# * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# * GNU General Public License for more details.
# *
# * You should have received a copy of the GNU General Public License
# * along with this program; if not, write to the Free Software
# * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA
# * 02111-1307  USA
# *
# *  All comments concerning this program package may be sent to the
# *  e-mail address 'scipion@cnb.csic.es'
# *
# **************************************************************************
"""
Several Image tools using Matplotlib.
"""

import tkinter as tk
import matplotlib
import numpy as np
import pyworkflow as pw
from pyworkflow import TK_GRAY_DEFAULT

try:
    matplotlib.use('TkAgg')
    from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg
    import matplotlib.pyplot as plt
except ImportError:
    plt = None

from matplotlib.figure import Figure
import matplotlib.cm as cm
from matplotlib.patches import Wedge
import copy


[docs]class FigureFrame(tk.Frame): """ Create a Tk Frame that will contains a Matplotlib Figure. **kwargs arguments will be passed to Figure constructor. Valid options are: figsize = (xdim, ydim) dpi = value frameon = (True|False) """ def __init__(self, parent, **kwargs): tk.Frame.__init__(self, parent) self.figure = Figure(**kwargs) self.canvas = FigureCanvasTkAgg(self.figure, master=self) self.canvas.get_tk_widget().grid(column=0, row=0)
[docs] def getFigure(self): return self.figure
[docs] def getCanvas(self): return self.canvas
[docs]class Preview(tk.Frame): # def __init__(self, parent, dim, dpi=36, label=None): def __init__(self, parent, dim, dpi=36, label=None, col=0, row=0, listenersDict=None): tk.Frame.__init__(self, parent) self.dim = dim self.bg = np.zeros((int(dim), int(dim)), float) ddim = dim/dpi self.figure = Figure(figsize=(ddim, ddim), dpi=dpi, frameon=False) self.canvas = FigureCanvasTkAgg(self.figure, master=self) self.canvas.get_tk_widget().grid(column=0, row=0) # , sticky=(N, W, E, S)) self.canvas.get_tk_widget().config(bg=TK_GRAY_DEFAULT) if label: self.label = tk.Label(self, text=label) self.label.grid(column=0, row=1) self._createAxes() if listenersDict is not None: for bindingKey, callback in listenersDict.items(): self.canvas.get_tk_widget().bind(bindingKey, callback)
[docs] def setLabel(self, text): self.label.config(text=text)
[docs] def setWindowTitle(self, title): """ Set window title""" self.canvas.set_window_title(title)
def _createAxes(self): """ Should be implemented in subclasses. """ pass def _update(self, *args): """ Should be implemented in subclasses. """ pass
[docs] def clear(self): self._update(self.bg)
[docs] def updateData(self, Z): self.clear() self._update(Z)
[docs]class ImagePreview(Preview): def __init__(self, parent, dim, dpi=36, label=None, col=0, listenersDict=None): Preview.__init__(self, parent, dim, dpi, label, col, listenersDict=listenersDict) def _createAxes(self): ax = self.figure.add_axes([0, 0, 1, 1], frameon=False) self.figureimg = ax.imshow(self.bg, cmap=cm.gray) # , extent=[-h, h, -h, h]) ax.set_axis_off() self.ax = ax def _update(self, Z, *args): self.figureimg.set_data(Z) self.figureimg.autoscale() self.figureimg.set(extent=[0, Z.shape[1], 0, Z.shape[0]]) self.canvas.draw()
[docs]class PsdPreview(Preview): def __init__(self, master, dim, lf, hf, dpi=72, label="PSD", listenersDict=None): Preview.__init__(self, master, dim, dpi, label, listenersDict=listenersDict) self.lf = lf self.hf = hf if self.ring: self.createRing() else: self.canvas.draw() def _createAxes(self): ax = self.figure.add_axes([0, 0, 1, 1], frameon=False) h = 0.5 ax.set_xlim(-h, h) ax.set_ylim(-h, h) ax.tick_params(axis="x", direction="in", pad=-15) ax.tick_params(axis="y", direction="in", pad=-22) ax.grid(True) self.ring = None self.img = ax.imshow(self.bg, cmap=cm.gray, extent=[-h, h, -h, h]) self.ax = ax
[docs] def createRing(self): radius = float(self.hf) width = radius - float(self.lf) styleArgs = getWedgeExtraParams(self.dim / 2) self.ring = Wedge((0, 0), radius, 0, 360, width=width, **styleArgs) # Full ring self.ax.add_patch(self.ring) self.canvas.draw()
[docs] def updateFreq(self, lf, hf): self.lf = lf self.hf = hf if self.ring: self.ring.remove() self.ring = None if self.hf: self.createRing()
def _update(self, Z): if self.ring: self.ring.remove() self.ring = None if self.hf: self.createRing() self.img.set_data(Z) self.img.autoscale() self.canvas.draw()
[docs]class MaskPreview(ImagePreview): def __init__(self, parent, dim, dpi=36, label=None, col=0, listenersDict=None): ImagePreview.__init__(self, parent, dim, dpi, label, col, listenersDict) self.ring = None
[docs] def updateMask(self, outerRadius, innerRadius=0): if self.ring is not None: self.ring.remove() center = self.dim / 2 width = outerRadius - innerRadius styleArgs = getWedgeExtraParams(center) self.ring = Wedge((center, center), outerRadius, 0, 360, width=width, **styleArgs) # Full ring self.ax.add_patch(self.ring) self.canvas.draw()
[docs]def getPngData(filename): import matplotlib.image as mpimg return mpimg.imread(filename)
[docs]def createBgImage(dim): return np.ones((dim, dim, 3))
[docs]def getWedgeExtraParams(maxRad): color = pw.Config.getWizardMaskColor() # Face color fcolor = copy.deepcopy(color) # Normalized RGB fca = 0.15 # alpha fcolor.append(fca) # Edge color ecolor = copy.deepcopy(color) eca = 1 ecolor.append(eca) return {'linewidth': 0.02 * maxRad, # 2% of the max radius 'facecolor': fcolor, 'edgecolor': ecolor, 'linestyle': '-'}