def _addBoundTree(self, parent, ProviderClass, height, **kwargs):
bt = BoundTree(parent,
ProviderClass(self.experiment, **kwargs),
height=height)
bt.grid(row=0, column=0, sticky='news', padx=5, pady=5)
gui.configureWeigths(parent)
return bt
def _fillTreeFrame(self, frame):
self.tree = BoundTree(frame, self.provider)
self.tree.grid(row=0, column=0)
self.updateVar = tk.StringVar()
updateLabel = tk.Label(frame, textvariable=self.updateVar)
updateLabel.grid(row=1, column=0, sticky='nw', padx=5, pady=5)
self._updateLabel()
def _createTopFrame(self, content):
frame = tk.Frame(content)
lfSamples = tk.LabelFrame(frame, text='Plot')
gui.configureWeigths(frame)
lfSamples.grid(row=0, column=0, sticky='news', padx=5, pady=5)
# Create tree for Population Variables
tp = PopulationVariablesTreeProvider(self._variables.values())
self.tree = BoundTree(frame, tp, height=10)
self.tree.grid(row=0, column=0, sticky='news', padx=5, pady=5)
gui.configureWeigths(frame)
frame.grid(row=0, column=0, sticky='news', padx=5, pady=(10, 5))
def _fillTreeFrame(self, frame):
self.tree = BoundTree(frame, self.provider)
self.tree.grid(row=0, column=0)
self.updateVar = tk.StringVar()
updateLabel = tk.Label(frame, textvariable=self.updateVar)
updateLabel.grid(row=1, column=0, sticky='nw', padx=5, pady=5)
self._updateLabel()
def body(self, bodyFrame):
bodyFrame.config()
bodyFrame.columnconfigure(0, weight=1)
bodyFrame.rowconfigure(0, weight=1)
bodyFrame.columnconfigure(1, weight=1)
# Create items frame
itemsFrame = tk.Frame(bodyFrame, bg='white')
itemsFrame.grid(row=0, column=0, padx=5, pady=5, sticky='news')
itemsFrame.columnconfigure(0, weight=1)
itemsFrame.rowconfigure(0, weight=1)
itemsTree = BoundTree(itemsFrame, self.provider)
itemsTree.grid(row=0, column=0, padx=5, pady=5, sticky='news')
itemsTree.itemClick = self._itemSelected
# Create preview frame
previewFrame = tk.Frame(bodyFrame)
previewFrame.grid(row=0, column=1, padx=5, pady=5)
self._beforePreview()
self._createPreview(previewFrame)
# Create controls frame
controlsFrame = tk.Frame(bodyFrame)
controlsFrame.grid(row=1, column=1, padx=5, pady=5, sticky='news')
self._createControls(controlsFrame)
self._itemSelected(self.firstItem)
itemsTree.selectChildByIndex(0) # Select the first item
def body(self, bodyFrame):
bodyFrame.config()
bodyFrame.columnconfigure(0, weight=1)
bodyFrame.rowconfigure(0, weight=1)
bodyFrame.columnconfigure(1, weight=1)
# Create items frame
itemsFrame = tk.Frame(bodyFrame, bg='white')
itemsFrame.grid(row=0, column=0, padx=5, pady=5, sticky='news')
itemsFrame.columnconfigure(0, weight=1)
itemsFrame.rowconfigure(0, weight=1)
itemsTree = BoundTree(itemsFrame, self.provider)
itemsTree.grid(row=0, column=0, padx=5, pady=5, sticky='news')
itemsTree.itemClick = self._itemSelected
# Create preview frame
previewFrame = tk.Frame(bodyFrame)
previewFrame.grid(row=0, column=1, padx=5, pady=5)
self._beforePreview()
self._createPreview(previewFrame)
# Create controls frame
controlsFrame = tk.Frame(bodyFrame)
controlsFrame.grid(row=1, column=1, padx=5, pady=5, sticky='news')
self._createControls(controlsFrame)
self._itemSelected(self.firstItem)
itemsTree.selectChildByIndex(0) # Select the first item
def _createTopFrame(self, content):
frame = tk.Frame(content)
lfSamples = tk.LabelFrame(frame, text='Plot')
gui.configureWeigths(frame)
lfSamples.grid(row=0, column=0, sticky='news', padx=5, pady=5)
# Create tree for Population Variables
tp = PopulationVariablesTreeProvider(self._variables.values())
self.tree = BoundTree(frame, tp, height=10)
self.tree.grid(row=0, column=0, sticky='news', padx=5, pady=5)
gui.configureWeigths(frame)
frame.grid(row=0, column=0, sticky='news', padx=5, pady=(10, 5))
def body(self, bodyFrame):
bodyFrame.config()
bodyFrame.columnconfigure(0, weight=1)
bodyFrame.columnconfigure(1, weight=1)
bodyFrame.columnconfigure(2, weight=1)
# Create explanation label
self.expText = ExplanationText(bodyFrame)
self.expText.text.grid(row=0,
column=0,
columnspan=2,
padx=5,
pady=5,
sticky='news')
# Create items frame
itemsFrame = tk.Frame(bodyFrame, bg=pw.TK_GRAY_DEFAULT)
itemsFrame.grid(row=1, column=0, padx=5, sticky='news')
itemsFrame.columnconfigure(0, weight=1)
itemsFrame.rowconfigure(0, weight=1)
itemsTree = BoundTree(itemsFrame, self.provider)
itemsTree.grid(row=0, column=0, padx=5, pady=5, sticky='news')
itemsTree.itemClick = self._itemSelected
# Create preview frame
previewFrame = tk.Frame(bodyFrame, bg=pw.TK_GRAY_DEFAULT)
previewFrame.grid(row=1, column=1, padx=5, pady=5)
self._beforePreview()
self._createPreview(previewFrame)
# Create controls frame
controlsFrame = tk.Frame(bodyFrame)
controlsFrame.grid(row=2,
column=0,
columnspan=2,
padx=5,
pady=5,
sticky='sew')
controlsFrame.columnconfigure(0, weight=1)
controlsFrame.rowconfigure(2, weight=1)
self._createControls(controlsFrame)
self._itemSelected(self.firstItem)
itemsTree.selectChildByIndex(0) # Select the first item
class PopulationWindow(gui.Window):
"""
"""
def __init__(self, **kwargs):
gui.Window.__init__(self, minsize=(620, 200), **kwargs)
self.population = kwargs.get('population')
self.callback = kwargs.get('callback', None)
self.plotter = None
self._variables = OrderedDict()
self._variablesDict = {}
self._loadVariables(self.population)
content = tk.Frame(self.root)
self._createContent(content)
content.grid(row=0, column=0, sticky='news')
gui.configureWeigths(content)
def _loadVariables(self, population):
self.observations = population.getAllParameters()
mu, sigma, self.R, percentiles = population.getStats(self.observations)
for i, varName in enumerate(population.modelParameters):
v = PopulationVar(index=i,
varName=varName,
unitStr=PKPDUnit.codeToString(
population.modelParameterUnits[i]),
mu=mu[i],
sigma=sigma[i],
percentiles=[p[i] for p in percentiles])
self._variables[varName] = v
def _createContent(self, content):
# Create top frame with the variables list
self._createTopFrame(content)
# Create button frame with Plot button
self._createButtonsFrame(content)
# Create an info frame
self._createBottomFrame(content)
def _createTopFrame(self, content):
frame = tk.Frame(content)
lfSamples = tk.LabelFrame(frame, text='Plot')
gui.configureWeigths(frame)
lfSamples.grid(row=0, column=0, sticky='news', padx=5, pady=5)
# Create tree for Population Variables
tp = PopulationVariablesTreeProvider(self._variables.values())
self.tree = BoundTree(frame, tp, height=10)
self.tree.grid(row=0, column=0, sticky='news', padx=5, pady=5)
gui.configureWeigths(frame)
frame.grid(row=0, column=0, sticky='news', padx=5, pady=(10, 5))
def _createButtonsFrame(self, content):
frame = tk.Frame(content)
self.plotButton = HotButton(
frame,
' Plot ',
font=self.fontBold,
command=self._onPlotClick,
tooltip='Select one or two variables to plot ')
self.plotButton.grid(row=0, column=0, sticky='se', padx=5)
frame.grid(row=1, column=0, sticky='sew', padx=5, pady=5)
gui.configureWeigths(frame)
def _createBottomFrame(self, content):
frame = tk.Frame(content)
t = TaggedText(frame, height=10)
t.grid(row=0, column=0, sticky='news', padx=5, pady=5)
t.addLine("*Correlation Matrix*")
t.addText(np.array2string(self.R))
frame.grid(row=2, column=0, sticky='sew', padx=5, pady=5)
gui.configureWeigths(frame)
def _onPlotClick(self, e=None):
selection = self.tree.selection()
n = len(selection)
if n < 1 or n > 2:
self.showError("Select one or two variables to plot.")
else:
plotter = EmPlotter()
varX = self._variables[selection[0]]
xValues = self.observations[:, varX.index]
def _label(var):
return "%s [%s]" % (var.varName, var.unitStr)
if n == 1:
plotter.createSubPlot("Histogram", _label(varX), "Count")
plotter.plotHist(xValues, 50)
else: # n == 2
varY = self._variables[selection[1]]
yValues = self.observations[:, varY.index]
ax = plotter.createSubPlot("Scatter Plot", _label(varX),
_label(varY))
ax.plot(xValues, yValues, '.')
plotter.show()
class SummaryWindow(pwgui.Window):
def __init__(self, **kwargs):
pwgui.Window.__init__(self, **kwargs)
self.protocol = kwargs.get('protocol')
self.refresh = self.protocol.samplingInterval.get()
self.provider = SummaryProvider(self.protocol)
content = tk.Frame(self.root)
self._createContent(content)
content.grid(row=0, column=0, sticky='news')
content.columnconfigure(0, weight=1)
def _createContent(self, content):
topFrame = tk.Frame(content)
content.columnconfigure(0, weight=1)
topFrame.grid(row=0, column=0, sticky='new', padx=5, pady=5)
treeFrame = tk.Frame(content)
content.rowconfigure(1, weight=1)
treeFrame.grid(row=1, column=0, sticky='news', padx=5, pady=5)
buttonsFrame = tk.Frame(content)
buttonsFrame.grid(row=2, column=0, sticky='new', padx=5, pady=5)
self._fillTreeFrame(treeFrame)
# JMRT: We fill the top frame after the tree, to make sure
# the provider has updated the Acquisition info
self._fillTopFrame(topFrame)
self._fillButtonsFrame(buttonsFrame)
def _fillTopFrame(self, frame):
p1 = tk.Label(frame, text='Project: ')
p1.grid(row=0, column=0, sticky='nw', padx=5, pady=5)
projName = self.protocol.getProject().getShortName()
p2 = tk.Label(frame, text=projName, font=self.fontBold)
p2.grid(row=0, column=1, sticky='nw', padx=5, pady=0)
lf = tk.LabelFrame(frame, text='Acquisition')
lf.grid(row=1, column=0, columnspan=2, sticky='new')
lf.columnconfigure(0, weight=1)
lf.columnconfigure(1, weight=1)
self.r = 0
def add(t1, t2):
tk.Label(lf, text=t1).grid(row=self.r,
column=0,
sticky='ne',
padx=(10, 5),
pady=(5, 0))
tk.Label(lf, text=t2, font=self.fontBold).grid(row=self.r,
column=1,
sticky='nw',
padx=(5, 25),
pady=0)
self.r += 1
for k, v in self.provider.acquisition:
add(k, v)
def _fillTreeFrame(self, frame):
self.tree = BoundTree(frame, self.provider)
self.tree.grid(row=0, column=0)
self.updateVar = tk.StringVar()
updateLabel = tk.Label(frame, textvariable=self.updateVar)
updateLabel.grid(row=1, column=0, sticky='nw', padx=5, pady=5)
self._updateLabel()
def _fillButtonsFrame(self, frame):
subframe = tk.Frame(frame)
subframe.grid(row=0, column=0, sticky='nw')
frame.columnconfigure(1, weight=1)
ctfBtn = Button(subframe, "CTF Monitor", command=self._monitorCTF)
ctfBtn.grid(row=0, column=0, sticky='nw', padx=(0, 5))
if self.protocol.createCtfMonitor() is None:
ctfBtn['state'] = 'disabled'
movieGainBtn = Button(subframe,
"Movie Gain Monitor",
command=self._monitorMovieGain)
movieGainBtn.grid(row=0, column=1, sticky='nw', padx=(0, 5))
if self.protocol.createMovieGainMonitor() is None:
movieGainBtn['state'] = 'disabled'
sysBtn = Button(subframe,
"System Monitor",
command=self._monitorSystem)
sysBtn.grid(row=0, column=2, sticky='nw', padx=(0, 5))
if self.protocol.createSystemMonitor() is None:
sysBtn['state'] = 'disabled'
htmlBtn = HotButton(subframe,
'Open HTML Report',
command=self._openHTML)
htmlBtn.grid(row=0, column=3, sticky='nw', padx=(0, 5))
closeBtn = self.createCloseButton(frame)
closeBtn.grid(row=0, column=1, sticky='ne')
def _monitorCTF(self, e=None):
CtfMonitorPlotter(self.protocol.createCtfMonitor()).show()
def _monitorMovieGain(self, e=None):
MovieGainMonitorPlotter(self.protocol.createMovieGainMonitor()).show()
def _monitorSystem(self, e=None):
nifName = self.protocol.nifsNameList[self.protocol.netInterfaces.get()]
SystemMonitorPlotter(self.protocol.createSystemMonitor(),
nifName).show()
def _updateLabel(self):
self.updateVar.set('Updated: %s' % pwutils.prettyTime(secs=True))
# Schedule a refresh in some seconds
self.tree.after(self.refresh * 1000, self._updateData)
def _updateData(self):
self.provider.refreshObjects()
self.tree.update()
self._updateLabel()
def _openHTML(self, e=None):
reportHtml = self.protocol.createHtmlReport()
reportPath = reportHtml.reportPath
if pwutils.exists(reportPath):
text._open_cmd(reportPath)
else:
self.showInfo(
'Your html file is not ready yet. Please try again in a minute.'
)
def _addBoundTree(self, parent, provider, height):
bt = BoundTree(parent, provider, height=height)
bt.grid(row=0, column=0, sticky='news', padx=5, pady=5)
gui.configureWeigths(parent)
return bt
def _addBoundTree(self, parent, provider, height):
bt = BoundTree(parent, provider, height=height)
bt.grid(row=0, column=0, sticky='news', padx=5, pady=5)
gui.configureWeigths(parent)
return bt
def _addBoundTree(self, parent, ProviderClass, height, **kwargs):
bt = BoundTree(parent, ProviderClass(self.experiment, **kwargs),
height=height)
bt.grid(row=0, column=0, sticky='news', padx=5, pady=5)
gui.configureWeigths(parent)
return bt
class SummaryWindow(pwgui.Window):
def __init__(self, **kwargs):
pwgui.Window.__init__(self, **kwargs)
self.protocol = kwargs.get('protocol')
self.refresh = self.protocol.samplingInterval.get()
self.provider = SummaryProvider(self.protocol)
content = tk.Frame(self.root)
self._createContent(content)
content.grid(row=0, column=0, sticky='news')
content.columnconfigure(0, weight=1)
def _createContent(self, content):
topFrame = tk.Frame(content)
content.columnconfigure(0, weight=1)
topFrame.grid(row=0, column=0, sticky='new', padx=5, pady=5)
treeFrame = tk.Frame(content)
content.rowconfigure(1, weight=1)
treeFrame.grid(row=1, column=0, sticky='news', padx=5, pady=5)
buttonsFrame = tk.Frame(content)
buttonsFrame.grid(row=2, column=0, sticky='new', padx=5, pady=5)
self._fillTreeFrame(treeFrame)
# JMRT: We fill the top frame after the tree, to make sure
# the provider has updated the Acquisition info
self._fillTopFrame(topFrame)
self._fillButtonsFrame(buttonsFrame)
def _fillTopFrame(self, frame):
p1 = tk.Label(frame, text='Project: ')
p1.grid(row=0, column=0, sticky='nw', padx=5, pady=5)
projName = self.protocol.getProject().getShortName()
p2 = tk.Label(frame, text=projName, font=self.fontBold)
p2.grid(row=0, column=1, sticky='nw', padx=5, pady=0)
lf = tk.LabelFrame(frame, text='Acquisition')
lf.grid(row=1, column=0, columnspan=2, sticky='new')
lf.columnconfigure(0, weight=1)
lf.columnconfigure(1, weight=1)
self.r = 0
def add(t1, t2):
tk.Label(lf, text=t1).grid(row=self.r, column=0, sticky='ne',
padx=(10, 5), pady=(5, 0))
tk.Label(lf, text=t2, font=self.fontBold).grid(row=self.r,
column=1,
sticky='nw',
padx=(5, 25),
pady=0)
self.r += 1
for k, v in self.provider.acquisition:
add(k, v)
def _fillTreeFrame(self, frame):
self.tree = BoundTree(frame, self.provider)
self.tree.grid(row=0, column=0)
self.updateVar = tk.StringVar()
updateLabel = tk.Label(frame, textvariable=self.updateVar)
updateLabel.grid(row=1, column=0, sticky='nw', padx=5, pady=5)
self._updateLabel()
def _fillButtonsFrame(self, frame):
subframe = tk.Frame(frame)
subframe.grid(row=0, column=0, sticky='nw')
frame.columnconfigure(1, weight=1)
ctfBtn = Button(subframe, "CTF Monitor", command=self._monitorCTF)
ctfBtn.grid(row=0, column=0, sticky='nw', padx=(0, 5))
if self.protocol.createCtfMonitor() is None:
ctfBtn['state'] = 'disabled'
movieGainBtn = Button(subframe, "Movie Gain Monitor",
command=self._monitorMovieGain)
movieGainBtn.grid(row=0, column=1, sticky='nw', padx=(0, 5))
if self.protocol.createMovieGainMonitor() is None:
movieGainBtn['state'] = 'disabled'
sysBtn = Button(subframe, "System Monitor",
command=self._monitorSystem)
sysBtn.grid(row=0, column=2, sticky='nw', padx=(0, 5))
if self.protocol.createSystemMonitor() is None:
sysBtn['state'] = 'disabled'
htmlBtn = HotButton(subframe, 'Open HTML Report',
command=self._openHTML)
htmlBtn.grid(row=0, column=3, sticky='nw', padx=(0, 5))
closeBtn = self.createCloseButton(frame)
closeBtn.grid(row=0, column=1, sticky='ne')
def _monitorCTF(self, e=None):
CtfMonitorPlotter(self.protocol.createCtfMonitor()).show()
def _monitorMovieGain(self, e=None):
MovieGainMonitorPlotter(self.protocol.createMovieGainMonitor()).show()
def _monitorSystem(self, e=None):
nifName = self.protocol.nifsNameList[self.protocol.netInterfaces.get()]
SystemMonitorPlotter(self.protocol.createSystemMonitor(),
nifName).show()
def _updateLabel(self):
self.updateVar.set('Updated: %s' % pwutils.prettyTime(secs=True))
# Schedule a refresh in some seconds
self.tree.after(self.refresh * 1000, self._updateData)
def _updateData(self):
self.provider.refreshObjects()
self.tree.update()
self._updateLabel()
def _openHTML(self, e=None):
reportHtml = self.protocol.createHtmlReport()
reportPath = reportHtml.reportPath
if pwutils.exists(reportPath):
text._open_cmd(reportPath)
else:
self.showInfo('Your html file is not ready yet. Please try again in a minute.')
class SummaryWindow(pwgui.Window):
def __init__(self, **kwargs):
pwgui.Window.__init__(self, **kwargs)
self.protocol = kwargs.get('protocol')
self.refresh = self.protocol.samplingInterval.get()
self.provider = SummaryProvider(self.protocol)
content = tk.Frame(self.root)
self._createContent(content)
content.grid(row=0, column=0, sticky='news')
content.columnconfigure(0, weight=1)
def _createContent(self, content):
topFrame = tk.Frame(content)
content.columnconfigure(0, weight=1)
topFrame.grid(row=0, column=0, sticky='new', padx=5, pady=5)
treeFrame = tk.Frame(content)
content.rowconfigure(1, weight=1)
treeFrame.grid(row=1, column=0, sticky='news', padx=5, pady=5)
buttonsFrame = tk.Frame(content)
buttonsFrame.grid(row=2, column=0, sticky='new', padx=5, pady=5)
self._fillTreeFrame(treeFrame)
# JMRT: We fill the top frame after the tree, to make sure
# the provider has updated the Acquisition info
self._fillTopFrame(topFrame)
self._fillButtonsFrame(buttonsFrame)
def _fillTopFrame(self, frame):
p1 = tk.Label(frame, text='Project: ')
p1.grid(row=0, column=0, sticky='nw', padx=5, pady=5)
projName = self.protocol.getProject().getShortName()
p2 = tk.Label(frame, text=projName, font=self.fontBold)
p2.grid(row=0, column=1, sticky='nw', padx=5, pady=0)
lf = tk.LabelFrame(frame, text='Acquisition')
lf.grid(row=1, column=0, columnspan=2, sticky='new')
lf.columnconfigure(0, weight=1)
lf.columnconfigure(1, weight=1)
self.r = 0
def add(t1, t2):
tk.Label(lf, text=t1).grid(row=self.r,
column=0,
sticky='ne',
padx=(10, 5),
pady=(5, 0))
tk.Label(lf, text=t2, font=self.fontBold).grid(row=self.r,
column=1,
sticky='nw',
padx=(5, 25),
pady=0)
self.r += 1
for k, v in self.provider.acquisition:
add(k, v)
def _fillTreeFrame(self, frame):
self.tree = BoundTree(frame, self.provider)
self.tree.grid(row=0, column=0)
self.updateVar = tk.StringVar()
updateLabel = tk.Label(frame, textvariable=self.updateVar)
updateLabel.grid(row=1, column=0, sticky='nw', padx=5, pady=5)
self._updateLabel()
def _fillButtonsFrame(self, frame):
subframe = tk.Frame(frame)
subframe.grid(row=0, column=0, sticky='nw')
frame.columnconfigure(1, weight=1)
ctfBtn = Button(subframe, "CTF Monitor", command=self._monitorCTF)
ctfBtn.grid(row=0, column=0, sticky='nw', padx=(0, 5))
sysBtn = Button(subframe,
"System Monitor",
command=self._monitorSystem)
sysBtn.grid(row=0, column=1, sticky='nw', padx=(0, 5))
htmlBtn = HotButton(subframe,
'Generate HTML Report',
command=self._generateHTML)
htmlBtn.grid(row=0, column=2, sticky='nw', padx=(0, 5))
closeBtn = self.createCloseButton(frame)
closeBtn.grid(row=0, column=1, sticky='ne')
def _monitorCTF(self, e=None):
from pyworkflow.em.protocol.monitors import CtfMonitorPlotter
CtfMonitorPlotter(self.protocol.createCtfMonitor()).show()
def _monitorSystem(self, e=None):
from pyworkflow.em.protocol.monitors import SystemMonitorPlotter
SystemMonitorPlotter(self.protocol.createSystemMonitor()).show()
def _updateLabel(self):
self.updateVar.set('Updated: %s' % pwutils.prettyTime(secs=True))
# Schedule a refresh in some seconds
self.tree.after(self.refresh * 1000, self._updateData)
def _updateData(self):
self.provider.refreshObjects()
self.tree.update()
self._updateLabel()
def _generateHTML(self, e=None):
reportHtml = self.protocol.createHtmlReport()
reportPath = reportHtml.generate(self.protocol.isFinished())
text._open_cmd(reportPath)
class PopulationWindow(gui.Window):
"""
"""
def __init__(self, **kwargs):
gui.Window.__init__(self, minsize=(620, 200), **kwargs)
self.population = kwargs.get('population')
self.callback = kwargs.get('callback', None)
self.plotter = None
self._variables = OrderedDict()
self._variablesDict = {}
self._loadVariables(self.population)
content = tk.Frame(self.root)
self._createContent(content)
content.grid(row=0, column=0, sticky='news')
gui.configureWeigths(content)
def _loadVariables(self, population):
self.observations = population.getAllParameters()
mu, sigma, self.R, percentiles = population.getStats(self.observations)
for i, varName in enumerate(population.modelParameters):
v = PopulationVar(index=i,
varName=varName,
unitStr=PKPDUnit.codeToString(population.modelParameterUnits[i]),
mu=mu[i], sigma=sigma[i],
percentiles=[p[i] for p in percentiles])
self._variables[varName] = v
def _createContent(self, content):
# Create top frame with the variables list
self._createTopFrame(content)
# Create button frame with Plot button
self._createButtonsFrame(content)
# Create an info frame
self._createBottomFrame(content)
def _createTopFrame(self, content):
frame = tk.Frame(content)
lfSamples = tk.LabelFrame(frame, text='Plot')
gui.configureWeigths(frame)
lfSamples.grid(row=0, column=0, sticky='news', padx=5, pady=5)
# Create tree for Population Variables
tp = PopulationVariablesTreeProvider(self._variables.values())
self.tree = BoundTree(frame, tp, height=10)
self.tree.grid(row=0, column=0, sticky='news', padx=5, pady=5)
gui.configureWeigths(frame)
frame.grid(row=0, column=0, sticky='news', padx=5, pady=(10, 5))
def _createButtonsFrame(self, content):
frame = tk.Frame(content)
self.plotButton = HotButton(frame, ' Plot ', font=self.fontBold,
command=self._onPlotClick,
tooltip='Select one or two variables to plot ')
self.plotButton.grid(row=0, column=0, sticky='se', padx=5)
frame.grid(row=1, column=0, sticky='sew', padx=5, pady=5)
gui.configureWeigths(frame)
def _createBottomFrame(self, content):
frame = tk.Frame(content)
t = TaggedText(frame, height=10)
t.grid(row=0, column=0, sticky='news', padx=5, pady=5)
t.addLine("*Correlation Matrix*")
t.addText(np.array2string(self.R))
frame.grid(row=2, column=0, sticky='sew', padx=5, pady=5)
gui.configureWeigths(frame)
def _onPlotClick(self, e=None):
selection = self.tree.selection()
n = len(selection)
if n < 1 or n > 2:
self.showError("Select one or two variables to plot.")
else:
plotter = EmPlotter()
varX = self._variables[selection[0]]
xValues = self.observations[:, varX.index]
def _label(var):
return "%s [%s]" % (var.varName, var.unitStr)
if n == 1:
plotter.createSubPlot("Histogram", _label(varX), "Count")
plotter.plotHist(xValues, 50)
else: # n == 2
varY = self._variables[selection[1]]
yValues = self.observations[:, varY.index]
ax = plotter.createSubPlot("Scatter Plot",
_label(varX), _label(varY))
ax.plot(xValues, yValues, '.')
plotter.show()