def main(self, parent):
if parent==None:
return
self.parent = parent
self._doFrame()
self.setDefaultStyle()
grps = {'formats':['kind','wrap','palette','logy','aspect'],
'factors':['hue','col','x','ci','melt'],
'labels':['title','ylabel','rot','fontscale']}
self.groups = grps = OrderedDict(grps)
styles = ['darkgrid', 'whitegrid', 'dark', 'white', 'ticks']
kinds = ['point', 'bar', 'count', 'box', 'violin', 'strip']
palettes = ['Spectral','cubehelix','hls','hot','coolwarm','copper',
'winter','spring','summer','autumn','Greys','Blues','Reds',
'Set1','Set2','Accent']
datacols = []
self.opts = {'wrap': {'type':'entry','default':2,'label':'column wrap'},
'palette': {'type':'combobox','default':'Spectral','items':palettes},
'kind': {'type':'combobox','default':'bar','items':kinds},
'col': {'type':'combobox','default':'','items':datacols},
'hue': {'type':'combobox','default':'','items':datacols},
'x': {'type':'combobox','default':'','items':datacols},
'ci':{'type':'entry','default':95,'width':16},
'melt':{'type':'checkbutton','default':1,'label':'convert to long form'},
'fontscale':{'type':'scale','default':1.2,'range':(.5,3),'interval':.1,'label':'font scale'},
'title':{'type':'entry','default':'','width':16},
'ylabel':{'type':'entry','default':'','width':16},
'rot':{'type':'entry','default':0, 'label':'xlabel angle'},
'logy':{'type':'checkbutton','default':0,'label':'log y'},
'aspect':{'type':'entry','default':1.0, 'label':'aspect'},
}
fr = self._plotWidgets(self.mainwin)
fr.pack(side=LEFT,fill=BOTH)
bf = Frame(self.mainwin, padding=2)
bf.pack(side=LEFT,fill=BOTH)
b = Button(bf, text="Replot", command=self._plot)
b.pack(side=TOP,fill=X,pady=2)
b = Button(bf, text="Clear", command=self.clear)
b.pack(side=TOP,fill=X,pady=2)
b = Button(bf, text="Close", command=self.quit)
b.pack(side=TOP,fill=X,pady=2)
b = Button(bf, text="About", command=self._aboutWindow)
b.pack(side=TOP,fill=X,pady=2)
self.table = self.parent.getCurrentTable()
df = self.table.model.df
self.update(df)
sheet = self.parent.getCurrentSheet()
#reference to parent frame in sheet
pw = self.parent.sheetframes[sheet]
#hide the plot viewer from the sheet?
#self.parent.hidePlot()
self.pf = Frame(pw)
pw.add(self.pf, weight=3)
self.fig, self.canvas = plotting.addFigure(self.pf)
return
def _plot(self):
"""Do plot"""
import seaborn as sns
self.applyOptions()
kwds = self.kwds
fontscale = kwds['fontscale']
font = kwds['font']
self.setDefaultStyle(fontscale=fontscale, font=font)
df = self.table.getPlotData()
#dtypes = list(df.dtypes)
col = kwds['col']
wrap=int(kwds['wrap'])
ci = kwds['ci']
logy = kwds['logy']
melt = kwds['melt']
if col == '':
col = None
wrap = 1
if wrap == 1:
row=col
col=None
wrap=None
else:
row=None
hue = kwds['hue']
kind = kwds['kind']
x = kwds['x']
order = None
if x == '':
x = 'var'
aspect = float(kwds['aspect'])
palette=kwds['palette']
xlabelrot = kwds['rot']
if hue == '':
hue=None
if col == '':
col=None
labels = list(df.select_dtypes(include=['object','category']).columns)
if melt == True:
t = pd.melt(df,id_vars=labels, var_name='var',value_name='value')
else:
t = df
try:
g = sns.factorplot(x=x,y='value',data=t, hue=hue, col=col, row=row,
col_wrap=wrap, kind=kind,size=3, aspect=float(aspect),
legend_out=False, sharey='all', palette=palette, order=order,
ci=ci)
self.g = g
except Exception as e:
self.showWarning(e)
return
#need to always make a new canvas to get size right
for child in self.pf.winfo_children():
child.destroy()
self.fig, self.canvas = plotting.addFigure(self.pf, g.fig)
plt.suptitle(kwds['title'], fontsize=14*fontscale)
plt.legend(loc='best')
ylabel = kwds['ylabel']
for ax in g.axes.flatten():
for t in ax.get_xticklabels():
t.set(rotation=xlabelrot)
if ylabel != '':
ax.set_ylabel(ylabel)
if logy == True:
ax.set_yscale('log')
plt.tight_layout()
bottom = 0.1
if xlabelrot>30:
bottom=0.2
self.fig.subplots_adjust(top=0.9, bottom=bottom)
self.canvas.draw()
return