def __init__(self, parent, callback):
self.callback = callback
# create a popup menu
self.aMenu = Menu(root, tearoff=0)
for color in sq_colors:
self.aMenu.add_command(image=sq_image(color), command=lambda c=color: self.callback(c))
# attach popup to frame
parent.bind("<Button-1>", self.popup)
def __init__(self, parent, callback):
self.callback = callback
# create a popup menu
self.aMenu = Menu(root, tearoff=0)
for color in sq_colors:
self.aMenu.add_command(image=sq_image(color), command=lambda c=color: self.callback(c))
# attach popup to frame
parent.bind("<Button-1>", self.popup)
def color_changed(self, color):
self.color = color
self.changed()
if self.nb:
self.nb.tab(self.tnum,image=sq_image(color))
self.clab.config(image=sq_image(color))
def __init__(self, parent, obj, plotframe, nb=None, color=None, desc=None):
#print "PdfFrameSimple Init"
self.plotframe = plotframe
self.a = plotframe.get_plot()
self.nb = nb
if nb:
self.tnum = color
color = self.get_color(color)
bframe = Frame(parent)
lframe = Frame(bframe, bd=1)
rframe = Frame(bframe)
self.show = IntVar(value=1)
if nb:
if desc:
tframe = Frame(bframe)
Label(tframe, text=desc, font=Font(weight="bold")).pack(fill=X, expand=1)
tframe.pack(side=TOP, fill=X, expand=0)
c = Checkbutton(lframe, variable=self.show, command=self.cb)
c.pack()
tool1 = ToolTip(c, follow_mouse=1, text='Show Plot')
img = sq_image(color)
self.clab = Label(lframe, text=' ', image=img)
self.clab.photo = img
self.clab.bind("<Button-1>", self.popup)
cp = ColorPop(self.clab, callback=self.color_changed)
tool2 = ToolTip(self.clab, follow_mouse=1, text='Select Plot Color')
self.clab.pack(fill=X, expand=1)
if isinstance(obj, PDF):
self.par = None
self.pdf = obj
else:
self.par = obj
self.pdf = obj.pdf
self.min = None
self.max = None
self.pdf_orig = self.pdf
self.color = color
self.line2, = self.a.plot(self.pdf.x, self.pdf.y, color=self.color, linewidth=3)
# BOTTOM RIGHT
frame3 = Frame(rframe)
if self.par:
frame1 = Frame(rframe)
MyLabel(frame1, 'Type', self.par.__class__.__name__, bg='white').frame.pack(side=LEFT, padx=5)
self.mean = MyLabel(frame3, "Mean", '%.3g' % self.pdf.mean)
self.dev = MyLabel(frame3, "Dev", '%.3g' % self.pdf.dev)
self.mode = MyLabel(frame3, "Mode", '%.3g' % self.pdf.mode)
for lab in [self.mean, self.dev, self.mode]:
lab.frame.pack(side=LEFT, padx=5)
self.entry_min = MyEntry(frame3, "Min", StringVar(), '%.3g' % self.pdf.range[0], callback=self.min_changed)
self.entry_max = MyEntry(frame3, "Max", StringVar(), '%.3g' % self.pdf.range[1], callback=self.max_changed)
if self.par:
frame1.pack(side=TOP, anchor='nw', fill=BOTH, expand=1)
frame3.pack(side=BOTTOM, anchor='nw', fill=BOTH, expand=1)
lframe.pack(side=LEFT, fill=X, expand=0)
rframe.pack(side=RIGHT, fill=X, expand=1)
bframe.pack(side=TOP, fill=X, expand=0)
def __init__(self, parent, obj, plotframe, nb=None, color=None, desc=None):
#print "PdfFrameComplex Init"
self.plotframe = plotframe
self.a = plotframe.get_plot()
self.nb = nb
if nb:
self.tnum = color
color = self.get_color(color)
bframe = Frame(parent)
lframe = Frame(bframe)
rframe = Frame(bframe)
self.show = IntVar(value=1)
self.bars = IntVar(value=0)
cframe = LabelFrame(bframe)
# add color selector and show to details
if nb:
if desc:
tframe = Frame(bframe)
Label(tframe, text=desc, font=Font(weight="bold")).pack(side=TOP, fill=BOTH, expand=1)
c1 = Checkbutton(cframe, variable=self.show, command=self.cb, pady=5, text='Show')
c1.pack(fill=BOTH, expand=1)
ToolTip(c1, follow_mouse=1, text='Show Plot')
img = sq_image(color)
self.clab = Label(cframe, image=img)
self.clab.photo = img
self.clab.bind("<Button-1>", self.popup)
self.clab.pack(fill=BOTH, expand=1)
ToolTip(self.clab, follow_mouse=1, text='Select Plot Color')
c2 = Checkbutton(cframe, variable=self.bars, command=self.cb, pady=5, text='Bars')
c2.pack(fill=BOTH, expand=1)
ToolTip(c2, follow_mouse=1, text='Show Histogram Bars')
cp = ColorPop(self.clab, callback=self.color_changed)
if isinstance(obj, PDF):
self.par = None
self.pdf = obj
else:
self.pdf = obj.pdf
self.par = obj
self.data = self.pdf.data
self.fit = False
kde = gaussian_kde(self.data)
bw = kde.factor
self.bw = None
iqr = scipy.stats.scoreatpercentile(self.data, 75) - scipy.stats.scoreatpercentile(self.data, 25)
if iqr == 0.0:
self.nbins=50
else:
self.nbins = int((np.max(self.data) - np.min(self.data)) / (2*iqr/len(self.data)**(1.0/3)) + .5)
self.nbins = max(2, self.nbins)
self.min = None
self.max = None
pdf = self.pdf
self.color = color
if self.bars.get():
self.line1 = self.a.hist(self.data, self.nbins, normed=1, facecolor=self.color, alpha=0.2)
if self.show.get():
self.line2, = self.a.plot(pdf.x, pdf.y, color=color, linewidth=3)
# BOTTOM RIGHT - FIT FRAME
fitframe = LabelFrame(rframe, text="FIT")
RB(fitframe, ["Gaussian", "Linear"], val=self.fit, callback=self.fit_changed)
# Bandwidth frame
bwframe = LabelFrame(fitframe, text='Bandwidth', padx=5, pady=5)
res = 10**round(math.log(bw/100.0, 10))
r1 = round(bw / 10.0)
if r1 == 0.0:
r1 += res
r2 = round(bw * 10.0)
self.bwscale = Scale(bwframe, from_=r1, to=r2, orient=HORIZONTAL,
resolution=res, showvalue=0, command=self.bw_changed)
self.bwscale.set(bw)
self.bwscale.config(command=self.bw_changed)
self.bwe = Entry(bwframe, width=5)
self.bwe.bind('<Return>', self.bw_changed)
self.bwe.pack(side=LEFT)
self.bwscale.set(bw)
self.bwe.delete(0, END)
self.bwe.insert(0, "%.3g" % bw)
self.bwscale.pack(fill=BOTH, expand=True, side=LEFT)
# Bin frame
binframe = LabelFrame(fitframe, text='Bins', padx=5, pady=5)
self.binscale = Scale(binframe, from_=2, to=100, orient=HORIZONTAL,
resolution=1, showvalue=0)
self.binscale.set(self.nbins)
self.binscale.config(command=self.bins_changed)
self.bine = Entry(binframe, width=5)
self.bine.bind('<Return>', self.bins_changed)
self.bine.pack(side=LEFT)
self.bine.delete(0, END)
self.bine.insert(0, str(self.nbins))
self.binscale.pack(fill=BOTH, expand=True, side=LEFT)
bwframe.pack(side=TOP, fill=BOTH, expand=True)
binframe.pack(side=TOP, fill=BOTH, expand=True)
self.bwscale.config(state='disabled')
self.bwe.config(state='disabled')
fitframe.pack(side=RIGHT, fill=BOTH, expand=1)
# Bottom Left Frame
fdata = LabelFrame(lframe, text='Raw Data', padx=5, pady=5)
f1 = Frame(fdata)
f2 = Frame(fdata)
MyLabel(f1, "Mean", '%.3g' % np.mean(self.data)).frame.pack(side=LEFT, padx=5)
MyLabel(f1, "Dev", '%.3g' % np.std(self.data)).frame.pack(side=LEFT, padx=5)
MyLabel(f2, "Min", '%.3g' % np.min(self.data)).frame.pack(side=LEFT, padx=5)
MyLabel(f2, "Max", '%.3g' % np.max(self.data)).frame.pack(side=LEFT, padx=5)
fpdf = LabelFrame(lframe, text='Fitted PDF', padx=5, pady=5)
f1.pack(side=TOP, pady = 5, padx = 10, fill=BOTH)
f2.pack(side=TOP, pady = 5, padx = 10, fill=BOTH)
f1 = Frame(fpdf)
f2 = Frame(fpdf)
self.entry_min = MyEntry(f2, "Min", StringVar(), '%.3g' % pdf.range[0], callback=self.min_changed)
self.entry_max = MyEntry(f2, "Max", StringVar(), '%.3g' % pdf.range[1], callback=self.max_changed)
self.label_mean = MyLabel(f1, "Mean", '%.3g' % pdf.mean)
self.label_dev = MyLabel(f1, "Dev", '%.3g' % pdf.dev)
self.label_mode = MyLabel(f1, "Mode", '%.3g' % pdf.mode)
for lab in [self.label_mean, self.label_dev, self.label_mode]:
lab.frame.pack(side=LEFT, padx=5)
f1.pack(side=TOP, pady = 5, padx = 10, fill=BOTH)
f2.pack(side=TOP, pady = 5, padx = 10, fill=BOTH)
fdata.pack(side=TOP, fill=BOTH)
fpdf.pack(side=TOP, fill=BOTH)
if nb and desc:
tframe.pack(side=TOP, fill=BOTH, expand=0)
cframe.pack(side=LEFT, fill=BOTH, expand=0)
lframe.pack(side=LEFT, fill=BOTH, expand=1)
rframe.pack(side=RIGHT, fill=BOTH, expand=1)
bframe.pack(side=TOP, fill=BOTH, expand=1)
def color_changed(self, color):
self.color = color
self.changed()
if self.nb:
self.nb.tab(self.tnum,image=sq_image(color))
self.clab.config(image=sq_image(color))
def __init__(self, parent, obj, plotframe, nb=None, color=None, desc=None):
#print "PdfFrameSimple Init"
self.plotframe = plotframe
self.a = plotframe.get_plot()
self.nb = nb
if nb:
self.tnum = color
color = self.get_color(color)
bframe = Frame(parent)
lframe = Frame(bframe, bd=1)
rframe = Frame(bframe)
self.show = IntVar(value=1)
if nb:
if desc:
tframe = Frame(bframe)
Label(tframe, text=desc, font=Font(weight="bold")).pack(fill=X, expand=1)
tframe.pack(side=TOP, fill=X, expand=0)
c = Checkbutton(lframe, variable=self.show, command=self.cb)
c.pack()
tool1 = ToolTip(c, follow_mouse=1, text='Show Plot')
img = sq_image(color)
self.clab = Label(lframe, text=' ', image=img)
self.clab.photo = img
self.clab.bind("<Button-1>", self.popup)
cp = ColorPop(self.clab, callback=self.color_changed)
tool2 = ToolTip(self.clab, follow_mouse=1, text='Select Plot Color')
self.clab.pack(fill=X, expand=1)
if isinstance(obj, PDF):
self.par = None
self.pdf = obj
else:
self.par = obj
self.pdf = obj.pdf
self.min = None
self.max = None
self.pdf_orig = self.pdf
self.color = color
self.line2, = self.a.plot(self.pdf.x, self.pdf.y, color=self.color, linewidth=3)
# BOTTOM RIGHT
frame3 = Frame(rframe)
if self.par:
frame1 = Frame(rframe)
MyLabel(frame1, 'Type', self.par.__class__.__name__, bg='white').frame.pack(side=LEFT, padx=5)
self.mean = MyLabel(frame3, "Mean", '%.3g' % self.pdf.mean)
self.dev = MyLabel(frame3, "Dev", '%.3g' % self.pdf.dev)
self.mode = MyLabel(frame3, "Mode", '%.3g' % self.pdf.mode)
for lab in [self.mean, self.dev, self.mode]:
lab.frame.pack(side=LEFT, padx=5)
self.entry_min = MyEntry(frame3, "Min", StringVar(), '%.3g' % self.pdf.range[0], callback=self.min_changed)
self.entry_max = MyEntry(frame3, "Max", StringVar(), '%.3g' % self.pdf.range[1], callback=self.max_changed)
if self.par:
frame1.pack(side=TOP, anchor='nw', fill=BOTH, expand=1)
frame3.pack(side=BOTTOM, anchor='nw', fill=BOTH, expand=1)
lframe.pack(side=LEFT, fill=X, expand=0)
rframe.pack(side=RIGHT, fill=X, expand=1)
bframe.pack(side=TOP, fill=X, expand=0)
def __init__(self, parent, obj, plotframe, nb=None, color=None, desc=None):
#print "PdfFrameComplex Init"
self.plotframe = plotframe
self.a = plotframe.get_plot()
self.nb = nb
if nb:
self.tnum = color
color = self.get_color(color)
bframe = Frame(parent)
lframe = Frame(bframe)
rframe = Frame(bframe)
self.show = IntVar(value=1)
self.bars = IntVar(value=0)
cframe = LabelFrame(bframe)
# add color selector and show to details
if nb:
if desc:
tframe = Frame(bframe)
Label(tframe, text=desc, font=Font(weight="bold")).pack(side=TOP, fill=BOTH, expand=1)
c1 = Checkbutton(cframe, variable=self.show, command=self.cb, pady=5, text='Show')
c1.pack(fill=BOTH, expand=1)
ToolTip(c1, follow_mouse=1, text='Show Plot')
img = sq_image(color)
self.clab = Label(cframe, image=img)
self.clab.photo = img
self.clab.bind("<Button-1>", self.popup)
self.clab.pack(fill=BOTH, expand=1)
ToolTip(self.clab, follow_mouse=1, text='Select Plot Color')
c2 = Checkbutton(cframe, variable=self.bars, command=self.cb, pady=5, text='Bars')
c2.pack(fill=BOTH, expand=1)
ToolTip(c2, follow_mouse=1, text='Show Histogram Bars')
cp = ColorPop(self.clab, callback=self.color_changed)
if isinstance(obj, PDF):
self.par = None
self.pdf = obj
else:
self.pdf = obj.pdf
self.par = obj
self.data = self.pdf.data
self.fit = False
kde = gaussian_kde(self.data)
bw = kde.factor
self.bw = None
iqr = scipy.stats.scoreatpercentile(self.data, 75) - scipy.stats.scoreatpercentile(self.data, 25)
if iqr == 0.0:
self.nbins=50
else:
self.nbins = int((np.max(self.data) - np.min(self.data)) / (2*iqr/len(self.data)**(1.0/3)) + .5)
self.nbins = max(2, self.nbins)
self.min = None
self.max = None
pdf = self.pdf
self.color = color
if self.bars.get():
self.line1 = self.a.hist(self.data, self.nbins, normed=1, facecolor=self.color, alpha=0.2)
if self.show.get():
self.line2, = self.a.plot(pdf.x, pdf.y, color=color, linewidth=3)
# BOTTOM RIGHT - FIT FRAME
fitframe = LabelFrame(rframe, text="FIT")
RB(fitframe, ["Gaussian", "Linear"], val=self.fit, callback=self.fit_changed)
# Bandwidth frame
bwframe = LabelFrame(fitframe, text='Bandwidth', padx=5, pady=5)
res = 10**round(math.log(bw/100.0, 10))
r1 = round(bw / 10.0)
if r1 == 0.0:
r1 += res
r2 = round(bw * 10.0)
self.bwscale = Scale(bwframe, from_=r1, to=r2, orient=HORIZONTAL,
resolution=res, showvalue=0, command=self.bw_changed)
self.bwscale.set(bw)
self.bwscale.config(command=self.bw_changed)
self.bwe = Entry(bwframe, width=5)
self.bwe.bind('<Return>', self.bw_changed)
self.bwe.pack(side=LEFT)
self.bwscale.set(bw)
self.bwe.delete(0, END)
self.bwe.insert(0, "%.3g" % bw)
self.bwscale.pack(fill=BOTH, expand=True, side=LEFT)
# Bin frame
binframe = LabelFrame(fitframe, text='Bins', padx=5, pady=5)
self.binscale = Scale(binframe, from_=2, to=100, orient=HORIZONTAL,
resolution=1, showvalue=0)
self.binscale.set(self.nbins)
self.binscale.config(command=self.bins_changed)
self.bine = Entry(binframe, width=5)
self.bine.bind('<Return>', self.bins_changed)
self.bine.pack(side=LEFT)
self.bine.delete(0, END)
self.bine.insert(0, str(self.nbins))
self.binscale.pack(fill=BOTH, expand=True, side=LEFT)
bwframe.pack(side=TOP, fill=BOTH, expand=True)
binframe.pack(side=TOP, fill=BOTH, expand=True)
self.bwscale.config(state='disabled')
self.bwe.config(state='disabled')
fitframe.pack(side=RIGHT, fill=BOTH, expand=1)
# Bottom Left Frame
fdata = LabelFrame(lframe, text='Raw Data', padx=5, pady=5)
f1 = Frame(fdata)
f2 = Frame(fdata)
MyLabel(f1, "Mean", '%.3g' % np.mean(self.data)).frame.pack(side=LEFT, padx=5)
MyLabel(f1, "Dev", '%.3g' % np.std(self.data)).frame.pack(side=LEFT, padx=5)
MyLabel(f2, "Min", '%.3g' % np.min(self.data)).frame.pack(side=LEFT, padx=5)
MyLabel(f2, "Max", '%.3g' % np.max(self.data)).frame.pack(side=LEFT, padx=5)
fpdf = LabelFrame(lframe, text='Fitted PDF', padx=5, pady=5)
f1.pack(side=TOP, pady = 5, padx = 10, fill=BOTH)
f2.pack(side=TOP, pady = 5, padx = 10, fill=BOTH)
f1 = Frame(fpdf)
f2 = Frame(fpdf)
self.entry_min = MyEntry(f2, "Min", StringVar(), '%.3g' % pdf.range[0], callback=self.min_changed)
self.entry_max = MyEntry(f2, "Max", StringVar(), '%.3g' % pdf.range[1], callback=self.max_changed)
self.label_mean = MyLabel(f1, "Mean", '%.3g' % pdf.mean)
self.label_dev = MyLabel(f1, "Dev", '%.3g' % pdf.dev)
self.label_mode = MyLabel(f1, "Mode", '%.3g' % pdf.mode)
for lab in [self.label_mean, self.label_dev, self.label_mode]:
lab.frame.pack(side=LEFT, padx=5)
f1.pack(side=TOP, pady = 5, padx = 10, fill=BOTH)
f2.pack(side=TOP, pady = 5, padx = 10, fill=BOTH)
fdata.pack(side=TOP, fill=BOTH)
fpdf.pack(side=TOP, fill=BOTH)
if nb and desc:
tframe.pack(side=TOP, fill=BOTH, expand=0)
cframe.pack(side=LEFT, fill=BOTH, expand=0)
lframe.pack(side=LEFT, fill=BOTH, expand=1)
rframe.pack(side=RIGHT, fill=BOTH, expand=1)
bframe.pack(side=TOP, fill=BOTH, expand=1)