Source code for pyqtgraph.graphicsItems.HistogramLUTItem

GraphicsWidget displaying an image histogram along with gradient editor. Can be used to adjust the appearance of images.

from ..Qt import QtGui, QtCore
from .. import functions as fn
from .GraphicsWidget import GraphicsWidget
from .ViewBox import *
from .GradientEditorItem import *
from .LinearRegionItem import *
from .PlotDataItem import *
from .AxisItem import *
from .GridItem import *
from ..Point import Point
from .. import functions as fn
import numpy as np
from .. import debug as debug

import weakref

__all__ = ['HistogramLUTItem']

[docs]class HistogramLUTItem(GraphicsWidget): """ This is a graphicsWidget which provides controls for adjusting the display of an image. Includes: - Image histogram - Movable region over histogram to select black/white levels - Gradient editor to define color lookup table for single-channel images """ sigLookupTableChanged = QtCore.Signal(object) sigLevelsChanged = QtCore.Signal(object) sigLevelChangeFinished = QtCore.Signal(object)
[docs] def __init__(self, image=None, fillHistogram=True): """ If *image* (ImageItem) is provided, then the control will be automatically linked to the image and changes to the control will be immediately reflected in the image's appearance. By default, the histogram is rendered with a fill. For performance, set *fillHistogram* = False. """ GraphicsWidget.__init__(self) self.lut = None self.imageItem = lambda: None # fake a dead weakref self.layout = QtGui.QGraphicsGridLayout() self.setLayout(self.layout) self.layout.setContentsMargins(1,1,1,1) self.layout.setSpacing(0) self.vb = ViewBox(parent=self) self.vb.setMaximumWidth(152) self.vb.setMinimumWidth(45) self.vb.setMouseEnabled(x=False, y=True) self.gradient = GradientEditorItem() self.gradient.setOrientation('right') self.gradient.loadPreset('grey') self.region = LinearRegionItem([0, 1], LinearRegionItem.Horizontal) self.region.setZValue(1000) self.vb.addItem(self.region) self.axis = AxisItem('left', linkView=self.vb, maxTickLength=-10, parent=self) self.layout.addItem(self.axis, 0, 0) self.layout.addItem(self.vb, 0, 1) self.layout.addItem(self.gradient, 0, 2) self.range = None self.gradient.setFlag(self.gradient.ItemStacksBehindParent) self.vb.setFlag(self.gradient.ItemStacksBehindParent) #self.grid = GridItem() #self.vb.addItem(self.grid) self.gradient.sigGradientChanged.connect(self.gradientChanged) self.region.sigRegionChanged.connect(self.regionChanging) self.region.sigRegionChangeFinished.connect(self.regionChanged) self.vb.sigRangeChanged.connect(self.viewRangeChanged) self.plot = PlotDataItem() self.plot.rotate(90) self.fillHistogram(fillHistogram) self.vb.addItem(self.plot) self.autoHistogramRange() if image is not None: self.setImageItem(image)
#self.setSizePolicy(QtGui.QSizePolicy.Preferred, QtGui.QSizePolicy.Expanding) def fillHistogram(self, fill=True, level=0.0, color=(100, 100, 200)): if fill: self.plot.setFillLevel(level) self.plot.setFillBrush(color) else: self.plot.setFillLevel(None) #def sizeHint(self, *args): #return QtCore.QSizeF(115, 200) def paint(self, p, *args): pen = self.region.lines[0].pen rgn = self.getLevels() p1 = self.vb.mapFromViewToItem(self, Point(self.vb.viewRect().center().x(), rgn[0])) p2 = self.vb.mapFromViewToItem(self, Point(self.vb.viewRect().center().x(), rgn[1])) gradRect = self.gradient.mapRectToParent(self.gradient.gradRect.rect()) for pen in [fn.mkPen('k', width=3), pen]: p.setPen(pen) p.drawLine(p1, gradRect.bottomLeft()) p.drawLine(p2, gradRect.topLeft()) p.drawLine(gradRect.topLeft(), gradRect.topRight()) p.drawLine(gradRect.bottomLeft(), gradRect.bottomRight()) #p.drawRect(self.boundingRect())
[docs] def setHistogramRange(self, mn, mx, padding=0.1): """Set the Y range on the histogram plot. This disables auto-scaling.""" self.vb.enableAutoRange(self.vb.YAxis, False) self.vb.setYRange(mn, mx, padding)
#d = mx-mn #mn -= d*padding #mx += d*padding #self.range = [mn,mx] #self.updateRange() #self.vb.setMouseEnabled(False, True) #self.region.setBounds([mn,mx])
[docs] def autoHistogramRange(self): """Enable auto-scaling on the histogram plot.""" self.vb.enableAutoRange(self.vb.XYAxes)
#self.range = None #self.updateRange() #self.vb.setMouseEnabled(False, False) #def updateRange(self): #self.vb.autoRange() #if self.range is not None: #self.vb.setYRange(*self.range) #vr = self.vb.viewRect() #self.region.setBounds([, vr.bottom()])
[docs] def setImageItem(self, img): """Set an ImageItem to have its levels and LUT automatically controlled by this HistogramLUTItem. """ self.imageItem = weakref.ref(img) img.sigImageChanged.connect(self.imageChanged) img.setLookupTable(self.getLookupTable) ## send function pointer, not the result #self.gradientChanged() self.regionChanged() self.imageChanged(autoLevel=True)
#self.vb.autoRange() def viewRangeChanged(self): self.update() def gradientChanged(self): if self.imageItem() is not None: if self.gradient.isLookupTrivial(): self.imageItem().setLookupTable(None) #lambda x: x.astype(np.uint8)) else: self.imageItem().setLookupTable(self.getLookupTable) ## send function pointer, not the result self.lut = None #if self.imageItem is not None: #self.imageItem.setLookupTable(self.gradient.getLookupTable(512)) self.sigLookupTableChanged.emit(self)
[docs] def getLookupTable(self, img=None, n=None, alpha=None): """Return a lookup table from the color gradient defined by this HistogramLUTItem. """ if n is None: if img.dtype == np.uint8: n = 256 else: n = 512 if self.lut is None: self.lut = self.gradient.getLookupTable(n, alpha=alpha) return self.lut
def regionChanged(self): if self.imageItem() is not None: self.imageItem().setLevels(self.region.getRegion()) self.sigLevelChangeFinished.emit(self) #self.update() def regionChanging(self): if self.imageItem() is not None: self.imageItem().setLevels(self.region.getRegion()) self.sigLevelsChanged.emit(self) self.update() def imageChanged(self, autoLevel=False, autoRange=False): profiler = debug.Profiler() h = self.imageItem().getHistogram() profiler('get histogram') if h[0] is None: return self.plot.setData(*h) profiler('set plot') if autoLevel: mn = h[0][0] mx = h[0][-1] self.region.setRegion([mn, mx]) profiler('set region')
[docs] def getLevels(self): """Return the min and max levels. """ return self.region.getRegion()
[docs] def setLevels(self, mn, mx): """Set the min and max levels. """ self.region.setRegion([mn, mx])