def saveplots(cerebro,
numfigs=1,
iplot=True,
start=None,
end=None,
width=16,
height=9,
dpi=300,
tight=True,
use=None,
file_path='',
**kwargs):
from backtrader import plot
if cerebro.p.oldsync:
plotter = plot.Plot_OldSync(**kwargs)
else:
plotter = plot.Plot(**kwargs)
figs = []
for stratlist in cerebro.runstrats:
for si, strat in enumerate(stratlist):
rfig = plotter.plot(strat,
figid=si * 100,
numfigs=numfigs,
iplot=iplot,
start=start,
end=end,
use=use)
figs.append(rfig)
for fig in figs:
for f in fig:
f.savefig(file_path, bbox_inches='tight')
return figs
def plot(self, plotter=None, numfigs=1, iplot=True, start=None, end=None,
width=16, height=9, dpi=300, tight=True, use=None,
**kwargs):
if self._exactbars > 0:
return
# endif
if not plotter:
if self.p.oldsync:
plotter = plot.Plot_OldSync(**kwargs)
else:
plotter = plot.Plot(**kwargs)
# endif
# endif
figs = []
for stratlist in self.runstrats:
for si, strat in enumerate(stratlist):
rfig = plotter.plot(strat, figid=si * 100,
numfigs=numfigs, iplot=iplot,
start=start, end=end, use=use)
figs.append(rfig)
# endfor
#plotter.show()
# endfor
return figs
def getFig(self, plotter=None, numfigs=1, iplot=True, start=None, end=None,
width=16, height=9, dpi=300, tight=True, use=None,
**kwargs):
if self._exactbars > 0:
return
if not plotter:
from backtrader import plot
import matplotlib
matplotlib.use('TkAgg')
if self.p.oldsync:
plotter = plot.Plot_OldSync(**kwargs)
else:
plotter = plot.Plot(**kwargs)
figs = []
for stratlist in self.runstrats:
for si, strat in enumerate(stratlist):
rfig = plotter.plot(strat, figid=si * 100,
numfigs=numfigs, iplot=iplot,
start=start, end=end, use=use)
figs.append(rfig)
return figs
def plotToFile(self,
plotter=None,
numfigs=1,
iplot=True,
start=None,
end=None,
width=16,
height=9,
dpi=300,
tight=True,
use=None,
path=None,
**kwargs):
if self._exactbars > 0:
return
# change to a non-interactive backend
matplotlib.use('Agg')
if not plotter:
from backtrader import plot
if self.p.oldsync:
plotter = plot.Plot_OldSync(**kwargs)
else:
plotter = plot.Plot(**kwargs)
import matplotlib.pyplot as plt
figs = []
for stratlist in self.runstrats:
for si, strat in enumerate(stratlist):
rfig = plotter.plot(strat,
figid=si * 100,
numfigs=numfigs,
iplot=iplot,
start=start,
end=end,
use=use)
figs.append(rfig)
fig = plt.gcf()
fig.set_size_inches(width, height)
if path:
fig.savefig(path, dpi=dpi)
return figs
def process_plots(self,
numfigs=1,
iplot=False,
start=None,
end=None,
width=15,
height=9,
dpi=350,
tight=False,
use=None,
outdir='',
**kwargs):
import matplotlib.pyplot as plt
plt.rcParams['figure.figsize'] = [width, height]
plt.rcParams['figure.dpi'] = dpi
from backtrader import plot
if self.p.oldsync:
plotter = plot.Plot_OldSync(**kwargs)
else:
plotter = plot.Plot(**kwargs)
figs = []
for stratlist in self.runstrats:
for si, strat in enumerate(stratlist):
fig = plotter.plot(strat,
figid=si * 100,
numfigs=numfigs,
iplot=iplot,
start=start,
end=end,
use=use)
figs.append(fig)
for f in fig:
f.savefig(os.path.join(outdir, 'result.png'), tight=tight)
return figs
def plot(self,
plotter=None,
numfigs=1,
iplot=True,
start=None,
end=None,
width=16,
height=9,
dpi=300,
tight=True,
use=None,
path=None,
**kwargs):
'''
Plots the strategies inside cerebro
If ``plotter`` is None a default ``Plot`` instance is created and
``kwargs`` are passed to it during instantiation.
``numfigs`` split the plot in the indicated number of charts reducing
chart density if wished
``iplot``: if ``True`` and running in a ``notebook`` the charts will be
displayed inline
``use``: set it to the name of the desired matplotlib backend. It will
take precedence over ``iplot``
``start``: An index to the datetime line array of the strategy or a
``datetime.date``, ``datetime.datetime`` instance indicating the start
of the plot
``end``: An index to the datetime line array of the strategy or a
``datetime.date``, ``datetime.datetime`` instance indicating the end
of the plot
``width``: in inches of the saved figure
``height``: in inches of the saved figure
``dpi``: quality in dots per inches of the saved figure
``tight``: only save actual content and not the frame of the figure
'''
if self._exactbars > 0:
return
if not plotter:
from backtrader import plot
if self.p.oldsync:
plotter = plot.Plot_OldSync(**kwargs)
else:
plotter = plot.Plot(**kwargs)
# pfillers = {self.datas[i]: self._plotfillers[i]
# for i, x in enumerate(self._plotfillers)}
# pfillers2 = {self.datas[i]: self._plotfillers2[i]
# for i, x in enumerate(self._plotfillers2)}
import matplotlib.pyplot as plt
figs = []
for stratlist in self.runstrats:
for si, strat in enumerate(stratlist):
rfig = plotter.plot(strat,
figid=si * 100,
numfigs=numfigs,
iplot=iplot,
start=start,
end=end,
use=use)
# pfillers=pfillers2)
figs.append(rfig)
fig = plt.gcf()
plotter.show()
fig.set_size_inches(width, height)
if path:
fig.savefig(path, dpi=dpi)
return figs