pyqtgraph/graphicsItems/PlotItem/PlotItem.py
2012-03-25 02:25:02 -04:00

1419 lines
51 KiB
Python

# -*- coding: utf-8 -*-
"""
PlotItem.py - Graphics item implementing a scalable ViewBox with plotting powers.
Copyright 2010 Luke Campagnola
Distributed under MIT/X11 license. See license.txt for more infomation.
This class is one of the workhorses of pyqtgraph. It implements a graphics item with
plots, labels, and scales which can be viewed inside a QGraphicsScene. If you want
a widget that can be added to your GUI, see PlotWidget instead.
This class is very heavily featured:
- Automatically creates and manages PlotCurveItems
- Fast display and update of plots
- Manages zoom/pan ViewBox, scale, and label elements
- Automatic scaling when data changes
- Control panel with a huge feature set including averaging, decimation,
display, power spectrum, svg/png export, plot linking, and more.
"""
#from graphicsItems import *
from plotConfigTemplate import *
from pyqtgraph.Qt import QtGui, QtCore, QtSvg
import pyqtgraph.functions as fn
from pyqtgraph.widgets.FileDialog import FileDialog
import weakref
#from types import *
import numpy as np
import os
#from .. PlotCurveItem import PlotCurveItem
#from .. ScatterPlotItem import ScatterPlotItem
from .. PlotDataItem import PlotDataItem
from .. ViewBox import ViewBox
from .. AxisItem import AxisItem
from .. LabelItem import LabelItem
from .. GraphicsWidget import GraphicsWidget
from .. ButtonItem import ButtonItem
from pyqtgraph.WidgetGroup import WidgetGroup
import collections
__all__ = ['PlotItem']
#try:
#from WidgetGroup import *
#HAVE_WIDGETGROUP = True
#except:
#HAVE_WIDGETGROUP = False
try:
from metaarray import *
HAVE_METAARRAY = True
except:
HAVE_METAARRAY = False
class PlotItem(GraphicsWidget):
sigYRangeChanged = QtCore.Signal(object, object)
sigXRangeChanged = QtCore.Signal(object, object)
sigRangeChanged = QtCore.Signal(object, object)
"""Plot graphics item that can be added to any graphics scene. Implements axis titles, scales, interactive viewbox."""
lastFileDir = None
managers = {}
def __init__(self, parent=None, name=None, labels=None, title=None, **kargs):
"""
Create a new PlotItem. All arguments are optional.
Any extra keyword arguments are passed to PlotItem.plot().
Arguments:
*title* - Title to display at the top of the item. Html is allowed.
*labels* - A dictionary specifying the axis labels to display.
{'left': (args), 'bottom': (args), ...}
The name of each axis and the corresponding arguments are passed to PlotItem.setLabel()
Optionally, PlotItem my also be initialized with the keyword arguments left,
right, top, or bottom to achieve the same effect.
*name* - Registers a name for this view so that others may link to it
"""
GraphicsWidget.__init__(self, parent)
self.setSizePolicy(QtGui.QSizePolicy.Expanding, QtGui.QSizePolicy.Expanding)
## Set up control buttons
path = os.path.dirname(__file__)
#self.ctrlBtn = ButtonItem(os.path.join(path, 'ctrl.png'), 14, self)
#self.ctrlBtn.clicked.connect(self.ctrlBtnClicked)
self.autoImageFile = os.path.join(path, 'auto.png')
self.lockImageFile = os.path.join(path, 'lock.png')
self.autoBtn = ButtonItem(self.autoImageFile, 14, self)
self.autoBtn.mode = 'auto'
self.autoBtn.clicked.connect(self.autoBtnClicked)
self.layout = QtGui.QGraphicsGridLayout()
self.layout.setContentsMargins(1,1,1,1)
self.setLayout(self.layout)
self.layout.setHorizontalSpacing(0)
self.layout.setVerticalSpacing(0)
self.vb = ViewBox(name=name)
self.vb.sigRangeChanged.connect(self.sigRangeChanged)
self.vb.sigXRangeChanged.connect(self.sigXRangeChanged)
self.vb.sigYRangeChanged.connect(self.sigYRangeChanged)
#self.vb.sigRangeChangedManually.connect(self.enableManualScale)
#self.vb.sigRangeChanged.connect(self.viewRangeChanged)
self.layout.addItem(self.vb, 2, 1)
self.alpha = 1.0
self.autoAlpha = True
self.spectrumMode = False
#self.autoScale = [True, True]
## Create and place scale items
self.scales = {
'top': {'item': AxisItem(orientation='top', linkView=self.vb), 'pos': (1, 1)},
'bottom': {'item': AxisItem(orientation='bottom', linkView=self.vb), 'pos': (3, 1)},
'left': {'item': AxisItem(orientation='left', linkView=self.vb), 'pos': (2, 0)},
'right': {'item': AxisItem(orientation='right', linkView=self.vb), 'pos': (2, 2)}
}
for k in self.scales:
item = self.scales[k]['item']
self.layout.addItem(item, *self.scales[k]['pos'])
item.setZValue(-1000)
item.setFlag(item.ItemNegativeZStacksBehindParent)
self.titleLabel = LabelItem('', size='11pt')
self.layout.addItem(self.titleLabel, 0, 1)
self.setTitle(None) ## hide
for i in range(4):
self.layout.setRowPreferredHeight(i, 0)
self.layout.setRowMinimumHeight(i, 0)
self.layout.setRowSpacing(i, 0)
self.layout.setRowStretchFactor(i, 1)
for i in range(3):
self.layout.setColumnPreferredWidth(i, 0)
self.layout.setColumnMinimumWidth(i, 0)
self.layout.setColumnSpacing(i, 0)
self.layout.setColumnStretchFactor(i, 1)
self.layout.setRowStretchFactor(2, 100)
self.layout.setColumnStretchFactor(1, 100)
## Wrap a few methods from viewBox
for m in [
'setXRange', 'setYRange', 'setXLink', 'setYLink',
'setRange', 'autoRange', 'viewRect', 'setMouseEnabled',
'enableAutoRange', 'disableAutoRange', 'setAspectLocked',
'register', 'unregister']:
setattr(self, m, getattr(self.vb, m))
self.items = []
self.curves = []
self.itemMeta = weakref.WeakKeyDictionary()
self.dataItems = []
self.paramList = {}
self.avgCurves = {}
### Set up context menu
w = QtGui.QWidget()
self.ctrl = c = Ui_Form()
c.setupUi(w)
dv = QtGui.QDoubleValidator(self)
menuItems = [
('Fourier Transform', c.powerSpectrumGroup),
('Downsample', c.decimateGroup),
('Average', c.averageGroup),
('Alpha', c.alphaGroup),
('Grid', c.gridGroup),
('Points', c.pointsGroup),
]
self.ctrlMenu = QtGui.QMenu()
self.ctrlMenu.setTitle('Plot Options')
self.subMenus = []
for name, grp in menuItems:
sm = QtGui.QMenu(name)
act = QtGui.QWidgetAction(self)
act.setDefaultWidget(grp)
sm.addAction(act)
self.subMenus.append(sm)
self.ctrlMenu.addMenu(sm)
## exporting is handled by GraphicsScene now
#exportOpts = collections.OrderedDict([
#('SVG - Full Plot', self.saveSvgClicked),
#('SVG - Curves Only', self.saveSvgCurvesClicked),
#('Image', self.saveImgClicked),
#('CSV', self.saveCsvClicked),
#])
#self.vb.menu.setExportMethods(exportOpts)
#if HAVE_WIDGETGROUP:
self.stateGroup = WidgetGroup()
for name, w in menuItems:
self.stateGroup.autoAdd(w)
self.fileDialog = None
#self.xLinkPlot = None
#self.yLinkPlot = None
#self.linksBlocked = False
#self.setAcceptHoverEvents(True)
## Connect control widgets
#c.xMinText.editingFinished.connect(self.setManualXScale)
#c.xMaxText.editingFinished.connect(self.setManualXScale)
#c.yMinText.editingFinished.connect(self.setManualYScale)
#c.yMaxText.editingFinished.connect(self.setManualYScale)
#c.xManualRadio.clicked.connect(lambda: self.updateXScale())
#c.yManualRadio.clicked.connect(lambda: self.updateYScale())
#c.xAutoRadio.clicked.connect(self.updateXScale)
#c.yAutoRadio.clicked.connect(self.updateYScale)
#c.xAutoPercentSpin.valueChanged.connect(self.replot)
#c.yAutoPercentSpin.valueChanged.connect(self.replot)
c.alphaGroup.toggled.connect(self.updateAlpha)
c.alphaSlider.valueChanged.connect(self.updateAlpha)
c.autoAlphaCheck.toggled.connect(self.updateAlpha)
c.gridGroup.toggled.connect(self.updateGrid)
c.gridAlphaSlider.valueChanged.connect(self.updateGrid)
c.powerSpectrumGroup.toggled.connect(self.updateSpectrumMode)
#c.saveSvgBtn.clicked.connect(self.saveSvgClicked)
#c.saveSvgCurvesBtn.clicked.connect(self.saveSvgCurvesClicked)
#c.saveImgBtn.clicked.connect(self.saveImgClicked)
#c.saveCsvBtn.clicked.connect(self.saveCsvClicked)
#self.ctrl.xLinkCombo.currentIndexChanged.connect(self.xLinkComboChanged)
#self.ctrl.yLinkCombo.currentIndexChanged.connect(self.yLinkComboChanged)
c.downsampleSpin.valueChanged.connect(self.updateDownsampling)
self.ctrl.avgParamList.itemClicked.connect(self.avgParamListClicked)
self.ctrl.averageGroup.toggled.connect(self.avgToggled)
self.ctrl.maxTracesCheck.toggled.connect(self.updateDecimation)
self.ctrl.maxTracesSpin.valueChanged.connect(self.updateDecimation)
#c.xMouseCheck.toggled.connect(self.mouseCheckChanged)
#c.yMouseCheck.toggled.connect(self.mouseCheckChanged)
#self.xLinkPlot = None
#self.yLinkPlot = None
#self.linksBlocked = False
self.manager = None
self.hideAxis('right')
self.hideAxis('top')
self.showAxis('left')
self.showAxis('bottom')
#if name is not None:
#self.registerPlot(name)
if labels is None:
labels = {}
for label in self.scales.keys():
if label in kargs:
labels[label] = kargs[label]
del kargs[label]
for k in labels:
if isinstance(labels[k], basestring):
labels[k] = (labels[k],)
self.setLabel(k, *labels[k])
if title is not None:
self.setTitle(title)
if len(kargs) > 0:
self.plot(**kargs)
#self.enableAutoRange()
def implements(self, interface=None):
return interface in ['ViewBoxWrapper']
def getViewBox(self):
return self.vb
#def paint(self, *args):
#prof = debug.Profiler('PlotItem.paint', disabled=True)
#QtGui.QGraphicsWidget.paint(self, *args)
#prof.finish()
## bad idea.
#def __getattr__(self, attr): ## wrap ms
#return getattr(self.vb, attr)
def close(self):
#print "delete", self
## Most of this crap is needed to avoid PySide trouble.
## The problem seems to be whenever scene.clear() leads to deletion of widgets (either through proxies or qgraphicswidgets)
## the solution is to manually remove all widgets before scene.clear() is called
if self.ctrlMenu is None: ## already shut down
return
self.ctrlMenu.setParent(None)
self.ctrlMenu = None
#self.ctrlBtn.setParent(None)
#self.ctrlBtn = None
#self.autoBtn.setParent(None)
#self.autoBtn = None
for k in self.scales:
i = self.scales[k]['item']
i.close()
self.scales = None
self.scene().removeItem(self.vb)
self.vb = None
## causes invalid index errors:
#for i in range(self.layout.count()):
#self.layout.removeAt(i)
#for p in self.proxies:
#try:
#p.setWidget(None)
#except RuntimeError:
#break
#self.scene().removeItem(p)
#self.proxies = []
#self.menuAction.releaseWidget(self.menuAction.defaultWidget())
#self.menuAction.setParent(None)
#self.menuAction = None
#if self.manager is not None:
#self.manager.sigWidgetListChanged.disconnect(self.updatePlotList)
#self.manager.removeWidget(self.name)
#else:
#print "no manager"
def registerPlot(self, name):
self.vb.register(name)
#self.name = name
#win = str(self.window())
##print "register", name, win
#if win not in PlotItem.managers:
#PlotItem.managers[win] = PlotWidgetManager()
#self.manager = PlotItem.managers[win]
#self.manager.addWidget(self, name)
##QtCore.QObject.connect(self.manager, QtCore.SIGNAL('widgetListChanged'), self.updatePlotList)
#self.manager.sigWidgetListChanged.connect(self.updatePlotList)
#self.updatePlotList()
#def updatePlotList(self):
#"""Update the list of all plotWidgets in the "link" combos"""
##print "update plot list", self
#try:
#for sc in [self.ctrl.xLinkCombo, self.ctrl.yLinkCombo]:
#current = unicode(sc.currentText())
#sc.blockSignals(True)
#try:
#sc.clear()
#sc.addItem("")
#if self.manager is not None:
#for w in self.manager.listWidgets():
##print w
#if w == self.name:
#continue
#sc.addItem(w)
#if w == current:
#sc.setCurrentIndex(sc.count()-1)
#finally:
#sc.blockSignals(False)
#if unicode(sc.currentText()) != current:
#sc.currentItemChanged.emit()
#except:
#import gc
#refs= gc.get_referrers(self)
#print " error during update of", self
#print " Referrers are:", refs
#raise
def updateGrid(self, *args):
g = self.ctrl.gridGroup.isChecked()
if g:
g = self.ctrl.gridAlphaSlider.value()
for k in self.scales:
self.scales[k]['item'].setGrid(g)
def viewGeometry(self):
"""return the screen geometry of the viewbox"""
v = self.scene().views()[0]
b = self.vb.mapRectToScene(self.vb.boundingRect())
wr = v.mapFromScene(b).boundingRect()
pos = v.mapToGlobal(v.pos())
wr.adjust(pos.x(), pos.y(), pos.x(), pos.y())
return wr
#def viewRangeChanged(self, vb, range):
##self.emit(QtCore.SIGNAL('viewChanged'), *args)
#self.sigRangeChanged.emit(self, range)
#def blockLink(self, b):
#self.linksBlocked = b
#def xLinkComboChanged(self):
#self.setXLink(str(self.ctrl.xLinkCombo.currentText()))
#def yLinkComboChanged(self):
#self.setYLink(str(self.ctrl.yLinkCombo.currentText()))
#def setXLink(self, plot=None):
#"""Link this plot's X axis to another plot (pass either the PlotItem/PlotWidget or the registered name of the plot)"""
#if isinstance(plot, basestring):
#if self.manager is None:
#return
#if self.xLinkPlot is not None:
#self.manager.unlinkX(self, self.xLinkPlot)
#plot = self.manager.getWidget(plot)
#if not isinstance(plot, PlotItem) and hasattr(plot, 'getPlotItem'):
#plot = plot.getPlotItem()
#self.xLinkPlot = plot
#if plot is not None:
#self.setManualXScale()
#self.manager.linkX(self, plot)
#def setYLink(self, plot=None):
#"""Link this plot's Y axis to another plot (pass either the PlotItem/PlotWidget or the registered name of the plot)"""
#if isinstance(plot, basestring):
#if self.manager is None:
#return
#if self.yLinkPlot is not None:
#self.manager.unlinkY(self, self.yLinkPlot)
#plot = self.manager.getWidget(plot)
#if not isinstance(plot, PlotItem) and hasattr(plot, 'getPlotItem'):
#plot = plot.getPlotItem()
#self.yLinkPlot = plot
#if plot is not None:
#self.setManualYScale()
#self.manager.linkY(self, plot)
#def linkXChanged(self, plot):
#"""Called when a linked plot has changed its X scale"""
##print "update from", plot
#if self.linksBlocked:
#return
#pr = plot.vb.viewRect()
#pg = plot.viewGeometry()
#if pg is None:
##print " return early"
#return
#sg = self.viewGeometry()
#upp = float(pr.width()) / pg.width()
#x1 = pr.left() + (sg.x()-pg.x()) * upp
#x2 = x1 + sg.width() * upp
#plot.blockLink(True)
#self.setManualXScale()
#self.setXRange(x1, x2, padding=0)
#plot.blockLink(False)
#self.replot()
#def linkYChanged(self, plot):
#"""Called when a linked plot has changed its Y scale"""
#if self.linksBlocked:
#return
#pr = plot.vb.viewRect()
#pg = plot.vb.boundingRect()
#sg = self.vb.boundingRect()
#upp = float(pr.height()) / pg.height()
#y1 = pr.bottom() + (sg.y()-pg.y()) * upp
#y2 = y1 + sg.height() * upp
#plot.blockLink(True)
#self.setManualYScale()
#self.setYRange(y1, y2, padding=0)
#plot.blockLink(False)
#self.replot()
def avgToggled(self, b):
if b:
self.recomputeAverages()
for k in self.avgCurves:
self.avgCurves[k][1].setVisible(b)
def avgParamListClicked(self, item):
name = str(item.text())
self.paramList[name] = (item.checkState() == QtCore.Qt.Checked)
self.recomputeAverages()
def recomputeAverages(self):
if not self.ctrl.averageGroup.isChecked():
return
for k in self.avgCurves:
self.removeItem(self.avgCurves[k][1])
self.avgCurves = {}
for c in self.curves:
self.addAvgCurve(c)
self.replot()
def addAvgCurve(self, curve):
"""Add a single curve into the pool of curves averaged together"""
## If there are plot parameters, then we need to determine which to average together.
remKeys = []
addKeys = []
if self.ctrl.avgParamList.count() > 0:
### First determine the key of the curve to which this new data should be averaged
for i in range(self.ctrl.avgParamList.count()):
item = self.ctrl.avgParamList.item(i)
if item.checkState() == QtCore.Qt.Checked:
remKeys.append(str(item.text()))
else:
addKeys.append(str(item.text()))
if len(remKeys) < 1: ## In this case, there would be 1 average plot for each data plot; not useful.
return
p = self.itemMeta.get(curve,{}).copy()
for k in p:
if type(k) is tuple:
p['.'.join(k)] = p[k]
del p[k]
for rk in remKeys:
if rk in p:
del p[rk]
for ak in addKeys:
if ak not in p:
p[ak] = None
key = tuple(p.items())
### Create a new curve if needed
if key not in self.avgCurves:
plot = PlotDataItem()
plot.setPen(fn.mkPen([0, 200, 0]))
plot.setShadowPen(fn.mkPen([0, 0, 0, 100], width=3))
plot.setAlpha(1.0, False)
plot.setZValue(100)
self.addItem(plot, skipAverage=True)
self.avgCurves[key] = [0, plot]
self.avgCurves[key][0] += 1
(n, plot) = self.avgCurves[key]
### Average data together
(x, y) = curve.getData()
if plot.yData is not None:
newData = plot.yData * (n-1) / float(n) + y * 1.0 / float(n)
plot.setData(plot.xData, newData)
else:
plot.setData(x, y)
#def mouseCheckChanged(self):
#state = [self.ctrl.xMouseCheck.isChecked(), self.ctrl.yMouseCheck.isChecked()]
#self.vb.setMouseEnabled(*state)
#def xRangeChanged(self, _, range):
#if any(np.isnan(range)) or any(np.isinf(range)):
#raise Exception("yRange invalid: %s. Signal came from %s" % (str(range), str(self.sender())))
#self.ctrl.xMinText.setText('%0.5g' % range[0])
#self.ctrl.xMaxText.setText('%0.5g' % range[1])
### automatically change unit scale
#maxVal = max(abs(range[0]), abs(range[1]))
#(scale, prefix) = fn.siScale(maxVal)
##for l in ['top', 'bottom']:
##if self.getLabel(l).isVisible():
##self.setLabel(l, unitPrefix=prefix)
##self.getScale(l).setScale(scale)
##else:
##self.setLabel(l, unitPrefix='')
##self.getScale(l).setScale(1.0)
##self.emit(QtCore.SIGNAL('xRangeChanged'), self, range)
#self.sigXRangeChanged.emit(self, range)
#def yRangeChanged(self, _, range):
#if any(np.isnan(range)) or any(np.isinf(range)):
#raise Exception("yRange invalid: %s. Signal came from %s" % (str(range), str(self.sender())))
#self.ctrl.yMinText.setText('%0.5g' % range[0])
#self.ctrl.yMaxText.setText('%0.5g' % range[1])
### automatically change unit scale
#maxVal = max(abs(range[0]), abs(range[1]))
#(scale, prefix) = fn.siScale(maxVal)
##for l in ['left', 'right']:
##if self.getLabel(l).isVisible():
##self.setLabel(l, unitPrefix=prefix)
##self.getScale(l).setScale(scale)
##else:
##self.setLabel(l, unitPrefix='')
##self.getScale(l).setScale(1.0)
##self.emit(QtCore.SIGNAL('yRangeChanged'), self, range)
#self.sigYRangeChanged.emit(self, range)
def autoBtnClicked(self):
if self.autoBtn.mode == 'auto':
self.enableAutoRange()
else:
self.disableAutoRange()
def enableAutoScale(self):
"""
Enable auto-scaling. The plot will continuously scale to fit the boundaries of its data.
"""
print "Warning: enableAutoScale is deprecated. Use enableAutoRange(axis, enable) instead."
self.vb.enableAutoRange(self.vb.XYAxes)
#self.ctrl.xAutoRadio.setChecked(True)
#self.ctrl.yAutoRadio.setChecked(True)
#self.autoBtn.setImageFile(self.lockImageFile)
#self.autoBtn.mode = 'lock'
#self.updateXScale()
#self.updateYScale()
#self.replot()
#def updateXScale(self):
#"""Set plot to autoscale or not depending on state of radio buttons"""
#if self.ctrl.xManualRadio.isChecked():
#self.setManualXScale()
#else:
#self.setAutoXScale()
#self.replot()
#def updateYScale(self, b=False):
#"""Set plot to autoscale or not depending on state of radio buttons"""
#if self.ctrl.yManualRadio.isChecked():
#self.setManualYScale()
#else:
#self.setAutoYScale()
#self.replot()
#def enableManualScale(self, v=[True, True]):
#if v[0]:
#self.autoScale[0] = False
#self.ctrl.xManualRadio.setChecked(True)
##self.setManualXScale()
#if v[1]:
#self.autoScale[1] = False
#self.ctrl.yManualRadio.setChecked(True)
##self.setManualYScale()
##self.autoBtn.enable()
#self.autoBtn.setImageFile(self.autoImageFile)
#self.autoBtn.mode = 'auto'
##self.replot()
#def setManualXScale(self):
#self.autoScale[0] = False
#x1 = float(self.ctrl.xMinText.text())
#x2 = float(self.ctrl.xMaxText.text())
#self.ctrl.xManualRadio.setChecked(True)
#self.setXRange(x1, x2, padding=0)
#self.autoBtn.show()
##self.replot()
#def setManualYScale(self):
#self.autoScale[1] = False
#y1 = float(self.ctrl.yMinText.text())
#y2 = float(self.ctrl.yMaxText.text())
#self.ctrl.yManualRadio.setChecked(True)
#self.setYRange(y1, y2, padding=0)
#self.autoBtn.show()
##self.replot()
#def setAutoXScale(self):
#self.autoScale[0] = True
#self.ctrl.xAutoRadio.setChecked(True)
##self.replot()
#def setAutoYScale(self):
#self.autoScale[1] = True
#self.ctrl.yAutoRadio.setChecked(True)
##self.replot()
def addItem(self, item, *args, **kargs):
self.items.append(item)
self.vb.addItem(item, *args)
if hasattr(item, 'implements') and item.implements('plotData'):
self.dataItems.append(item)
#self.plotChanged()
params = kargs.get('params', {})
self.itemMeta[item] = params
#item.setMeta(params)
self.curves.append(item)
#self.addItem(c)
if isinstance(item, PlotDataItem):
## configure curve for this plot
(alpha, auto) = self.alphaState()
item.setAlpha(alpha, auto)
item.setFftMode(self.ctrl.powerSpectrumGroup.isChecked())
item.setDownsampling(self.downsampleMode())
item.setPointMode(self.pointMode())
## Hide older plots if needed
self.updateDecimation()
## Add to average if needed
self.updateParamList()
if self.ctrl.averageGroup.isChecked() and 'skipAverage' not in kargs:
self.addAvgCurve(item)
#c.connect(c, QtCore.SIGNAL('plotChanged'), self.plotChanged)
#item.sigPlotChanged.connect(self.plotChanged)
#self.plotChanged()
def addDataItem(self, item, *args):
print "PlotItem.addDataItem is deprecated. Use addItem instead."
self.addItem(item, *args)
def addCurve(self, c, params=None):
print "PlotItem.addCurve is deprecated. Use addItem instead."
self.addItem(item, params)
def removeItem(self, item):
if not item in self.items:
return
self.items.remove(item)
if item in self.dataItems:
self.dataItems.remove(item)
if item.scene() is not None:
self.vb.removeItem(item)
if item in self.curves:
self.curves.remove(item)
self.updateDecimation()
self.updateParamList()
#item.connect(item, QtCore.SIGNAL('plotChanged'), self.plotChanged)
#item.sigPlotChanged.connect(self.plotChanged)
def clear(self):
for i in self.items[:]:
self.removeItem(i)
self.avgCurves = {}
def clearPlots(self):
for i in self.curves[:]:
self.removeItem(i)
self.avgCurves = {}
def plot(self, *args, **kargs):
"""
Add and return a new plot.
See PlotDataItem.__init__ for data arguments
Extra allowed arguments are:
clear - clear all plots before displaying new data
params - meta-parameters to associate with this data
"""
#if y is not None:
#data = y
#if data2 is not None:
#x = data
#data = data2
#if decimate is not None and decimate > 1:
#data = data[::decimate]
#if x is not None:
#x = x[::decimate]
## print 'plot with decimate = %d' % (decimate)
clear = kargs.get('clear', False)
params = kargs.get('params', None)
if clear:
self.clear()
item = PlotDataItem(*args, **kargs)
if params is None:
params = {}
#if HAVE_METAARRAY and isinstance(data, MetaArray):
#curve = self._plotMetaArray(data, x=x, **kargs)
#elif isinstance(data, np.ndarray):
#curve = self._plotArray(data, x=x, **kargs)
#elif isinstance(data, list):
#if x is not None:
#x = np.array(x)
#curve = self._plotArray(np.array(data), x=x, **kargs)
#elif data is None:
#curve = PlotCurveItem(**kargs)
#else:
#raise Exception('Not sure how to plot object of type %s' % type(data))
#print data, curve
self.addItem(item, params=params)
#if pen is not None:
#curve.setPen(fn.mkPen(pen))
return item
def scatterPlot(self, *args, **kargs):
print "PlotItem.scatterPlot is deprecated. Use PlotItem.plot instead."
return self.plot(*args, **kargs)
#sp = ScatterPlotItem(*args, **kargs)
#self.addItem(sp)
#return sp
#def plotChanged(self, curve=None):
## Recompute auto range if needed
#args = {}
#for ax in [0, 1]:
#print "range", ax
#if self.autoScale[ax]:
#percentScale = [self.ctrl.xAutoPercentSpin.value(), self.ctrl.yAutoPercentSpin.value()][ax] * 0.01
#mn = None
#mx = None
#for c in self.curves + [c[1] for c in self.avgCurves.values()] + self.dataItems:
#if not c.isVisible():
#continue
#cmn, cmx = c.getRange(ax, percentScale)
##print " ", c, cmn, cmx
#if mn is None or cmn < mn:
#mn = cmn
#if mx is None or cmx > mx:
#mx = cmx
#if mn is None or mx is None or any(np.isnan([mn, mx])) or any(np.isinf([mn, mx])):
#continue
#if mn == mx:
#mn -= 1
#mx += 1
#if ax == 0:
#args['xRange'] = [mn, mx]
#else:
#args['yRange'] = [mn, mx]
#if len(args) > 0:
##print args
#self.setRange(**args)
def replot(self):
#self.plotChanged()
self.update()
def updateParamList(self):
self.ctrl.avgParamList.clear()
## Check to see that each parameter for each curve is present in the list
#print "\nUpdate param list", self
#print "paramList:", self.paramList
for c in self.curves:
#print " curve:", c
for p in self.itemMeta.get(c, {}).keys():
#print " param:", p
if type(p) is tuple:
p = '.'.join(p)
## If the parameter is not in the list, add it.
matches = self.ctrl.avgParamList.findItems(p, QtCore.Qt.MatchExactly)
#print " matches:", matches
if len(matches) == 0:
i = QtGui.QListWidgetItem(p)
if p in self.paramList and self.paramList[p] is True:
#print " set checked"
i.setCheckState(QtCore.Qt.Checked)
else:
#print " set unchecked"
i.setCheckState(QtCore.Qt.Unchecked)
self.ctrl.avgParamList.addItem(i)
else:
i = matches[0]
self.paramList[p] = (i.checkState() == QtCore.Qt.Checked)
#print "paramList:", self.paramList
## This is bullshit.
def writeSvgCurves(self, fileName=None):
if fileName is None:
self.fileDialog = FileDialog()
if PlotItem.lastFileDir is not None:
self.fileDialog.setDirectory(PlotItem.lastFileDir)
self.fileDialog.setFileMode(QtGui.QFileDialog.AnyFile)
self.fileDialog.setAcceptMode(QtGui.QFileDialog.AcceptSave)
self.fileDialog.show()
self.fileDialog.fileSelected.connect(self.writeSvg)
return
#if fileName is None:
#fileName = QtGui.QFileDialog.getSaveFileName()
if isinstance(fileName, tuple):
raise Exception("Not implemented yet..")
fileName = str(fileName)
PlotItem.lastFileDir = os.path.dirname(fileName)
rect = self.vb.viewRect()
xRange = rect.left(), rect.right()
svg = ""
fh = open(fileName, 'w')
dx = max(rect.right(),0) - min(rect.left(),0)
ymn = min(rect.top(), rect.bottom())
ymx = max(rect.top(), rect.bottom())
dy = max(ymx,0) - min(ymn,0)
sx = 1.
sy = 1.
while dx*sx < 10:
sx *= 1000
while dy*sy < 10:
sy *= 1000
sy *= -1
#fh.write('<svg viewBox="%f %f %f %f">\n' % (rect.left()*sx, rect.top()*sx, rect.width()*sy, rect.height()*sy))
fh.write('<svg>\n')
fh.write('<path fill="none" stroke="#000000" stroke-opacity="0.5" stroke-width="1" d="M%f,0 L%f,0"/>\n' % (rect.left()*sx, rect.right()*sx))
fh.write('<path fill="none" stroke="#000000" stroke-opacity="0.5" stroke-width="1" d="M0,%f L0,%f"/>\n' % (rect.top()*sy, rect.bottom()*sy))
for item in self.curves:
if isinstance(item, PlotCurveItem):
color = fn.colorStr(item.pen.color())
opacity = item.pen.color().alpha() / 255.
color = color[:6]
x, y = item.getData()
mask = (x > xRange[0]) * (x < xRange[1])
mask[:-1] += mask[1:]
m2 = mask.copy()
mask[1:] += m2[:-1]
x = x[mask]
y = y[mask]
x *= sx
y *= sy
#fh.write('<g fill="none" stroke="#%s" stroke-opacity="1" stroke-width="1">\n' % color)
fh.write('<path fill="none" stroke="#%s" stroke-opacity="%f" stroke-width="1" d="M%f,%f ' % (color, opacity, x[0], y[0]))
for i in xrange(1, len(x)):
fh.write('L%f,%f ' % (x[i], y[i]))
fh.write('"/>')
#fh.write("</g>")
for item in self.dataItems:
if isinstance(item, ScatterPlotItem):
pRect = item.boundingRect()
vRect = pRect.intersected(rect)
for point in item.points():
pos = point.pos()
if not rect.contains(pos):
continue
color = fn.colorStr(point.brush.color())
opacity = point.brush.color().alpha() / 255.
color = color[:6]
x = pos.x() * sx
y = pos.y() * sy
fh.write('<circle cx="%f" cy="%f" r="1" fill="#%s" stroke="none" fill-opacity="%f"/>\n' % (x, y, color, opacity))
#fh.write('<path fill="none" stroke="#%s" stroke-opacity="%f" stroke-width="1" d="M%f,%f ' % (color, opacity, x[0], y[0]))
#for i in xrange(1, len(x)):
#fh.write('L%f,%f ' % (x[i], y[i]))
#fh.write('"/>')
## get list of curves, scatter plots
fh.write("</svg>\n")
def writeSvg(self, fileName=None):
if fileName is None:
fileName = QtGui.QFileDialog.getSaveFileName()
fileName = str(fileName)
PlotItem.lastFileDir = os.path.dirname(fileName)
self.svg = QtSvg.QSvgGenerator()
self.svg.setFileName(fileName)
res = 120.
view = self.scene().views()[0]
bounds = view.viewport().rect()
bounds = QtCore.QRectF(0, 0, bounds.width(), bounds.height())
self.svg.setResolution(res)
self.svg.setViewBox(bounds)
self.svg.setSize(QtCore.QSize(bounds.width(), bounds.height()))
painter = QtGui.QPainter(self.svg)
view.render(painter, bounds)
painter.end()
## Workaround to set pen widths correctly
import re
data = open(fileName).readlines()
for i in range(len(data)):
line = data[i]
m = re.match(r'(<g .*)stroke-width="1"(.*transform="matrix\(([^\)]+)\)".*)', line)
if m is not None:
#print "Matched group:", line
g = m.groups()
matrix = map(float, g[2].split(','))
#print "matrix:", matrix
scale = max(abs(matrix[0]), abs(matrix[3]))
if scale == 0 or scale == 1.0:
continue
data[i] = g[0] + ' stroke-width="%0.2g" ' % (1.0/scale) + g[1] + '\n'
#print "old line:", line
#print "new line:", data[i]
open(fileName, 'w').write(''.join(data))
def writeImage(self, fileName=None):
if fileName is None:
self.fileDialog = FileDialog()
if PlotItem.lastFileDir is not None:
self.fileDialog.setDirectory(PlotItem.lastFileDir)
self.fileDialog.setFileMode(QtGui.QFileDialog.AnyFile)
self.fileDialog.setAcceptMode(QtGui.QFileDialog.AcceptSave)
self.fileDialog.show()
self.fileDialog.fileSelected.connect(self.writeImage)
return
#if fileName is None:
#fileName = QtGui.QFileDialog.getSaveFileName()
if isinstance(fileName, tuple):
raise Exception("Not implemented yet..")
fileName = str(fileName)
PlotItem.lastFileDir = os.path.dirname(fileName)
self.png = QtGui.QImage(int(self.size().width()), int(self.size().height()), QtGui.QImage.Format_ARGB32)
painter = QtGui.QPainter(self.png)
painter.setRenderHints(painter.Antialiasing | painter.TextAntialiasing)
self.scene().render(painter, QtCore.QRectF(), self.mapRectToScene(self.boundingRect()))
painter.end()
self.png.save(fileName)
def writeCsv(self, fileName=None):
if fileName is None:
self.fileDialog = FileDialog()
if PlotItem.lastFileDir is not None:
self.fileDialog.setDirectory(PlotItem.lastFileDir)
self.fileDialog.setFileMode(QtGui.QFileDialog.AnyFile)
self.fileDialog.setAcceptMode(QtGui.QFileDialog.AcceptSave)
self.fileDialog.show()
self.fileDialog.fileSelected.connect(self.writeCsv)
return
#if fileName is None:
#fileName = QtGui.QFileDialog.getSaveFileName()
fileName = str(fileName)
PlotItem.lastFileDir = os.path.dirname(fileName)
fd = open(fileName, 'w')
data = [c.getData() for c in self.curves]
i = 0
while True:
done = True
for d in data:
if i < len(d[0]):
fd.write('%g,%g,'%(d[0][i], d[1][i]))
done = False
else:
fd.write(' , ,')
fd.write('\n')
if done:
break
i += 1
fd.close()
def saveState(self):
#if not HAVE_WIDGETGROUP:
#raise Exception("State save/restore requires WidgetGroup class.")
state = self.stateGroup.state()
state['paramList'] = self.paramList.copy()
state['view'] = self.vb.getState()
#print "\nSAVE %s:\n" % str(self.name), state
#print "Saving state. averageGroup.isChecked(): %s state: %s" % (str(self.ctrl.averageGroup.isChecked()), str(state['averageGroup']))
return state
def restoreState(self, state):
#if not HAVE_WIDGETGROUP:
#raise Exception("State save/restore requires WidgetGroup class.")
if 'paramList' in state:
self.paramList = state['paramList'].copy()
self.stateGroup.setState(state)
self.updateSpectrumMode()
self.updateDownsampling()
self.updateAlpha()
self.updateDecimation()
self.stateGroup.setState(state)
#self.updateXScale()
#self.updateYScale()
self.updateParamList()
if 'view' not in state:
r = [[float(state['xMinText']), float(state['xMaxText'])], [float(state['yMinText']), float(state['yMaxText'])]]
state['view'] = {
'autoRange': [state['xAutoRadio'], state['yAutoRadio']],
'linkedViews': [state['xLinkCombo'], state['yLinkCombo']],
'targetRange': r,
'viewRange': r,
}
self.vb.setState(state['view'])
#print "\nRESTORE %s:\n" % str(self.name), state
#print "Restoring state. averageGroup.isChecked(): %s state: %s" % (str(self.ctrl.averageGroup.isChecked()), str(state['averageGroup']))
#avg = self.ctrl.averageGroup.isChecked()
#if avg != state['averageGroup']:
#print " WARNING: avgGroup is %s, should be %s" % (str(avg), str(state['averageGroup']))
def widgetGroupInterface(self):
return (None, PlotItem.saveState, PlotItem.restoreState)
def updateSpectrumMode(self, b=None):
if b is None:
b = self.ctrl.powerSpectrumGroup.isChecked()
for c in self.curves:
c.setFftMode(b)
self.enableAutoRange()
self.recomputeAverages()
def updateDownsampling(self):
ds = self.downsampleMode()
for c in self.curves:
c.setDownsampling(ds)
self.recomputeAverages()
#for c in self.avgCurves.values():
#c[1].setDownsampling(ds)
def downsampleMode(self):
if self.ctrl.decimateGroup.isChecked():
if self.ctrl.manualDecimateRadio.isChecked():
ds = self.ctrl.downsampleSpin.value()
else:
ds = True
else:
ds = False
return ds
def updateDecimation(self):
if self.ctrl.maxTracesCheck.isChecked():
numCurves = self.ctrl.maxTracesSpin.value()
else:
numCurves = -1
curves = self.curves[:]
split = len(curves) - numCurves
for i in range(len(curves)):
if numCurves == -1 or i >= split:
curves[i].show()
else:
if self.ctrl.forgetTracesCheck.isChecked():
curves[i].clear()
self.removeItem(curves[i])
else:
curves[i].hide()
def updateAlpha(self, *args):
(alpha, auto) = self.alphaState()
for c in self.curves:
c.setAlpha(alpha**2, auto)
#self.replot(autoRange=False)
def alphaState(self):
enabled = self.ctrl.alphaGroup.isChecked()
auto = self.ctrl.autoAlphaCheck.isChecked()
alpha = float(self.ctrl.alphaSlider.value()) / self.ctrl.alphaSlider.maximum()
if auto:
alpha = 1.0 ## should be 1/number of overlapping plots
if not enabled:
auto = False
alpha = 1.0
return (alpha, auto)
def pointMode(self):
if self.ctrl.pointsGroup.isChecked():
if self.ctrl.autoPointsCheck.isChecked():
mode = None
else:
mode = True
else:
mode = False
return mode
def wheelEvent(self, ev):
# disables default panning the whole scene by mousewheel
ev.accept()
def resizeEvent(self, ev):
if self.autoBtn is None: ## already closed down
return
btnRect = self.mapRectFromItem(self.autoBtn, self.autoBtn.boundingRect())
y = self.size().height() - btnRect.height()
self.autoBtn.setPos(0, y)
#def hoverMoveEvent(self, ev):
#self.mousePos = ev.pos()
#self.mouseScreenPos = ev.screenPos()
#def ctrlBtnClicked(self):
#self.ctrlMenu.popup(self.mouseScreenPos)
def getMenu(self):
return self.ctrlMenu
def getContextMenus(self, event):
## called when another item is displaying its context menu; we get to add extras to the end of the menu.
return self.ctrlMenu
def getLabel(self, key):
pass
def _checkScaleKey(self, key):
if key not in self.scales:
raise Exception("Scale '%s' not found. Scales are: %s" % (key, str(self.scales.keys())))
def getScale(self, key):
self._checkScaleKey(key)
return self.scales[key]['item']
def setLabel(self, axis, text=None, units=None, unitPrefix=None, **args):
"""
Set the label for an axis. Basic HTML formatting is allowed.
Arguments:
axis - must be one of 'left', 'bottom', 'right', or 'top'
text - text to display along the axis. HTML allowed.
units - units to display after the title. If units are given,
then an SI prefix will be automatically appended
and the axis values will be scaled accordingly.
(ie, use 'V' instead of 'mV'; 'm' will be added automatically)
"""
self.getScale(axis).setLabel(text=text, units=units, **args)
def showLabel(self, axis, show=True):
"""
Show or hide one of the plot's axis labels (the axis itself will be unaffected).
axis must be one of 'left', 'bottom', 'right', or 'top'
"""
self.getScale(axis).showLabel(show)
def setTitle(self, title=None, **args):
"""
Set the title of the plot. Basic HTML formatting is allowed.
If title is None, then the title will be hidden.
"""
if title is None:
self.titleLabel.setVisible(False)
self.layout.setRowFixedHeight(0, 0)
self.titleLabel.setMaximumHeight(0)
else:
self.titleLabel.setMaximumHeight(30)
self.layout.setRowFixedHeight(0, 30)
self.titleLabel.setVisible(True)
self.titleLabel.setText(title, **args)
def showAxis(self, axis, show=True):
"""
Show or hide one of the plot's axes.
axis must be one of 'left', 'bottom', 'right', or 'top'
"""
s = self.getScale(axis)
p = self.scales[axis]['pos']
if show:
s.show()
else:
s.hide()
def hideAxis(self, axis):
self.showAxis(axis, False)
def showScale(self, *args, **kargs):
print "Deprecated. use showAxis() instead"
return self.showAxis(*args, **kargs)
def hideButtons(self):
#self.ctrlBtn.hide()
self.autoBtn.hide()
def _plotArray(self, arr, x=None, **kargs):
if arr.ndim != 1:
raise Exception("Array must be 1D to plot (shape is %s)" % arr.shape)
if x is None:
x = np.arange(arr.shape[0])
if x.ndim != 1:
raise Exception("X array must be 1D to plot (shape is %s)" % x.shape)
c = PlotCurveItem(arr, x=x, **kargs)
return c
def _plotMetaArray(self, arr, x=None, autoLabel=True, **kargs):
inf = arr.infoCopy()
if arr.ndim != 1:
raise Exception('can only automatically plot 1 dimensional arrays.')
## create curve
try:
xv = arr.xvals(0)
#print 'xvals:', xv
except:
if x is None:
xv = np.arange(arr.shape[0])
else:
xv = x
c = PlotCurveItem(**kargs)
c.setData(x=xv, y=arr.view(np.ndarray))
if autoLabel:
name = arr._info[0].get('name', None)
units = arr._info[0].get('units', None)
self.setLabel('bottom', text=name, units=units)
name = arr._info[1].get('name', None)
units = arr._info[1].get('units', None)
self.setLabel('left', text=name, units=units)
return c
#def saveSvgClicked(self):
#self.writeSvg()
#def saveSvgCurvesClicked(self):
#self.writeSvgCurves()
#def saveImgClicked(self):
#self.writeImage()
#def saveCsvClicked(self):
#self.writeCsv()
def setExportMode(self, export, opts):
if export:
self.autoBtn.hide()
else:
self.autoBtn.show()
#class PlotWidgetManager(QtCore.QObject):
#sigWidgetListChanged = QtCore.Signal(object)
#"""Used for managing communication between PlotWidgets"""
#def __init__(self):
#QtCore.QObject.__init__(self)
#self.widgets = weakref.WeakValueDictionary() # Don't keep PlotWidgets around just because they are listed here
#def addWidget(self, w, name):
#self.widgets[name] = w
##self.emit(QtCore.SIGNAL('widgetListChanged'), self.widgets.keys())
#self.sigWidgetListChanged.emit(self.widgets.keys())
#def removeWidget(self, name):
#if name in self.widgets:
#del self.widgets[name]
##self.emit(QtCore.SIGNAL('widgetListChanged'), self.widgets.keys())
#self.sigWidgetListChanged.emit(self.widgets.keys())
#else:
#print "plot %s not managed" % name
#def listWidgets(self):
#return self.widgets.keys()
#def getWidget(self, name):
#if name not in self.widgets:
#return None
#else:
#return self.widgets[name]
#def linkX(self, p1, p2):
##QtCore.QObject.connect(p1, QtCore.SIGNAL('xRangeChanged'), p2.linkXChanged)
#p1.sigXRangeChanged.connect(p2.linkXChanged)
##QtCore.QObject.connect(p2, QtCore.SIGNAL('xRangeChanged'), p1.linkXChanged)
#p2.sigXRangeChanged.connect(p1.linkXChanged)
#p1.linkXChanged(p2)
##p2.setManualXScale()
#def unlinkX(self, p1, p2):
##QtCore.QObject.disconnect(p1, QtCore.SIGNAL('xRangeChanged'), p2.linkXChanged)
#p1.sigXRangeChanged.disconnect(p2.linkXChanged)
##QtCore.QObject.disconnect(p2, QtCore.SIGNAL('xRangeChanged'), p1.linkXChanged)
#p2.sigXRangeChanged.disconnect(p1.linkXChanged)
#def linkY(self, p1, p2):
##QtCore.QObject.connect(p1, QtCore.SIGNAL('yRangeChanged'), p2.linkYChanged)
#p1.sigYRangeChanged.connect(p2.linkYChanged)
##QtCore.QObject.connect(p2, QtCore.SIGNAL('yRangeChanged'), p1.linkYChanged)
#p2.sigYRangeChanged.connect(p1.linkYChanged)
#p1.linkYChanged(p2)
##p2.setManualYScale()
#def unlinkY(self, p1, p2):
##QtCore.QObject.disconnect(p1, QtCore.SIGNAL('yRangeChanged'), p2.linkYChanged)
#p1.sigYRangeChanged.disconnect(p2.linkYChanged)
##QtCore.QObject.disconnect(p2, QtCore.SIGNAL('yRangeChanged'), p1.linkYChanged)
#p2.sigYRangeChanged.disconnect(p1.linkYChanged)