def run(self, results):
par = self.getValueOfParameter("parameter")
i = int(self.getValueOfParameter("iteration number"))
title = self.getValueOfParameter("title")
if(par==""):
return False
if(i >= results.__len__()):
return False
dialogform = Dialog(QApplication.activeWindow())
fig = Figure((5.0, 4.0), dpi=100)
ax = SubplotZero(fig, 1, 1, 1)
fig.add_subplot(ax)
for n in ["top", "right"]:
ax.axis[n].set_visible(False)
for n in ["bottom", "left"]:
ax.axis[n].set_visible(True)
x = results[i].getResults(par)
if(not(x.__len__())):
return False
ax.hist(x, 100, normed=1)
ax.set_xlabel('Error')
ax.set_ylabel('Probability')
ax.grid(True)
ax.set_title(title)
dialogform.showFigure(fig)
return True
def renderGraph(self): # pylint: disable=R0914
assert len(self._oData.aoSeries) == 1
oSeries = self._oData.aoSeries[0]
# hacking
#self.setWidth(512);
#self.setHeight(128);
# end
oFigure = self._createFigure()
from mpl_toolkits.axes_grid.axislines import SubplotZero
# pylint: disable=E0401
oAxis = SubplotZero(oFigure, 111)
oFigure.add_subplot(oAxis)
# Disable all the normal axis.
oAxis.axis['right'].set_visible(False)
oAxis.axis['top'].set_visible(False)
oAxis.axis['bottom'].set_visible(False)
oAxis.axis['left'].set_visible(False)
# Use the zero axis instead.
oAxis.axis['yzero'].set_axisline_style('-|>')
oAxis.axis['yzero'].set_visible(True)
oAxis.axis['xzero'].set_axisline_style('-|>')
oAxis.axis['xzero'].set_visible(True)
if oSeries.aoYValues[-1] == 100:
sColor = 'green'
elif oSeries.aoYValues[-1] > 75:
sColor = 'yellow'
else:
sColor = 'red'
oAxis.plot(oSeries.aoXValues,
oSeries.aoYValues,
'.-',
color=sColor,
linewidth=3)
oAxis.fill_between(oSeries.aoXValues,
oSeries.aoYValues,
facecolor=sColor,
alpha=0.5)
oAxis.set_xlim(left=-0.01)
oAxis.set_xticklabels([])
oAxis.set_xmargin(1)
oAxis.set_ylim(bottom=0, top=100)
oAxis.set_yticks([0, 50, 100])
oAxis.set_ylabel('%')
#oAxis.set_yticklabels([]);
oAxis.set_yticklabels(['', '%', ''])
return self._produceSvg(oFigure, False)
def renderGraph(self): # pylint: disable=R0914
assert len(self._oData.aoSeries) == 1
oSeries = self._oData.aoSeries[0]
# hacking
# self.setWidth(512);
# self.setHeight(128);
# end
oFigure = self._createFigure()
from mpl_toolkits.axes_grid.axislines import SubplotZero
# pylint: disable=E0401
oAxis = SubplotZero(oFigure, 111)
oFigure.add_subplot(oAxis)
# Disable all the normal axis.
oAxis.axis["right"].set_visible(False)
oAxis.axis["top"].set_visible(False)
oAxis.axis["bottom"].set_visible(False)
oAxis.axis["left"].set_visible(False)
# Use the zero axis instead.
oAxis.axis["yzero"].set_axisline_style("-|>")
oAxis.axis["yzero"].set_visible(True)
oAxis.axis["xzero"].set_axisline_style("-|>")
oAxis.axis["xzero"].set_visible(True)
if oSeries.aoYValues[-1] == 100:
sColor = "green"
elif oSeries.aoYValues[-1] > 75:
sColor = "yellow"
else:
sColor = "red"
oAxis.plot(oSeries.aoXValues, oSeries.aoYValues, ".-", color=sColor, linewidth=3)
oAxis.fill_between(oSeries.aoXValues, oSeries.aoYValues, facecolor=sColor, alpha=0.5)
oAxis.set_xlim(left=-0.01)
oAxis.set_xticklabels([])
oAxis.set_xmargin(1)
oAxis.set_ylim(bottom=0, top=100)
oAxis.set_yticks([0, 50, 100])
oAxis.set_ylabel("%")
# oAxis.set_yticklabels([]);
oAxis.set_yticklabels(["", "%", ""])
return self._produceSvg(oFigure, False)
def renderGraph(self): # pylint: disable=R0914
assert len(self._oData.aoSeries) == 1;
oSeries = self._oData.aoSeries[0];
# hacking
#self.setWidth(512);
#self.setHeight(128);
# end
oFigure = self._createFigure();
from mpl_toolkits.axes_grid.axislines import SubplotZero;
oAxis = SubplotZero(oFigure, 111);
oFigure.add_subplot(oAxis);
# Disable all the normal axis.
oAxis.axis['right'].set_visible(False)
oAxis.axis['top'].set_visible(False)
oAxis.axis['bottom'].set_visible(False)
oAxis.axis['left'].set_visible(False)
# Use the zero axis instead.
oAxis.axis['yzero'].set_axisline_style('-|>');
oAxis.axis['yzero'].set_visible(True);
oAxis.axis['xzero'].set_axisline_style('-|>');
oAxis.axis['xzero'].set_visible(True);
if oSeries.aoYValues[-1] == 100:
sColor = 'green';
elif oSeries.aoYValues[-1] > 75:
sColor = 'yellow';
else:
sColor = 'red';
oAxis.plot(oSeries.aoXValues, oSeries.aoYValues, '.-', color = sColor, linewidth = 3);
oAxis.fill_between(oSeries.aoXValues, oSeries.aoYValues, facecolor = sColor, alpha = 0.5)
oAxis.set_xlim(left = -0.01);
oAxis.set_xticklabels([]);
oAxis.set_xmargin(1);
oAxis.set_ylim(bottom = 0, top = 100);
oAxis.set_yticks([0, 50, 100]);
oAxis.set_ylabel('%');
#oAxis.set_yticklabels([]);
oAxis.set_yticklabels(['', '%', '']);
return self._produceSvg(oFigure, False);
def run(self, results):
par1 = self.getValueOfParameter("parameter 1")
par2 = self.getValueOfParameter("parameter 2")
i = int(self.getValueOfParameter("iteration number"))
title = self.getValueOfParameter("title")
if(par1==""):
return False
if(par2==""):
return False
if(i >= results.__len__()):
return False
dialogform = Dialog(QApplication.activeWindow())
fig = Figure((5.0, 4.0), dpi=100)
ax = SubplotZero(fig, 1, 1, 1)
fig.add_subplot(ax)
for n in ["top", "right"]:
ax.axis[n].set_visible(False)
for n in ["bottom", "left"]:
ax.axis[n].set_visible(True)
x = results[i].getResults(par1)
y = results[i].getResults(par2)
if(not(x.__len__())):
return False
if(not(y.__len__())):
return False
ax.plot(x,y,'.')
#plot middle
xm = range(math.floor(min(ax.axis())),math.floor(max(ax.axis())+1),1)
ax.plot(xm,xm)
ax.set_xlabel(par1)
ax.set_ylabel(par2)
ax.set_title(title)
dialogform.showFigure(fig)
return True
def draw_graph(self):
min_time = 0
max_time = 0
for val in self.readings:
if min_time == 0:
min_time = val["time"]
if val["time"] < min_time:
min_time = val["time"]
if max_time == 0:
max_time = val["time"]
if val["time"] > max_time:
max_time = val["time"]
fig = plt.figure(1)
fig.subplots_adjust(right=0.85)
ax = SubplotZero(fig, 1, 1, 1)
fig.add_subplot(ax)
plt.title("Score for Game: %s" % self.score)
# make right and top axis invisible
ax.axis["right"].set_visible(False)
ax.axis["top"].set_visible(False)
# make xzero axis (horizontal axis line through y=0) visible.
ax.axis["xzero"].set_visible(False)
ax.set_xlim(min_time, max_time)
ax.set_ylim(0, 4)
ax.set_xlabel("Time")
ax.set_ylabel("HRV")
t_hrv = []
hrv = []
for val in self.readings:
if "hrv" in val.keys():
t_hrv.append(val["time"])
hrv.append(val["hrv"])
else:
ax.plot(val["time"], 2.0, 'r.')
for peak in self.peaks:
ax.plot(peak["time"], peak["hrv"], 'g.', markersize=10)
ax.plot(t_hrv, hrv, 'b-')
plt.savefig('pulse_graph')
# four-sphere volume conductor
sphere = FourSphereVolumeConductor(
**PSET.foursphereParams
)
phi_p += sphere.calc_potential(p=p,
rz=np.array([0, 0, PSET.foursphereParams['radii'][0] + PSET.layer_data['center'][3:][i % 2]]),)
vlimround = plotting.draw_lineplot(ax=ax, data=plotting.decimate(phi_p, q=PSET.decimate_q)[::-1, ]*1E3, unit=r'$\mu$V', #mV -> µV unit conversion
dt=PSET.dt*PSET.decimate_q,
T=T, color='k', scalebarbasis='log10')
ax.set_xticklabels([])
ax.set_xlabel('')
ax.set_yticklabels(['{}'.format(i+1) for i in range(sphere.rxyz.shape[0])])
ax.set_ylabel('position', labelpad=10)
ax.text(-0.1, 1.05, alphabet[6],
horizontalalignment='center',
verticalalignment='center',
fontsize=16, fontweight='demibold',
transform=ax.transAxes)
# PANEL H. tangential component of MEG signal (as recorded by squid outside scull)
# compute the radial unit vector from the center of the sphere to each
# measurement point, then unit vectors along theta and phi
r_hat = (sphere.rxyz.T / sphere.r).T
import matplotlib.pyplot as plt
from mpl_toolkits.axes_grid.axislines import SubplotZero
if 1:
fig = plt.figure(1)
fig.subplots_adjust(right=0.85)
ax = SubplotZero(fig, 1, 1, 1)
fig.add_subplot(ax)
ax.axis["right"].set_visible(False)
ax.axis["top"].set_visible(False)
ax.axis["xzero"].set_visible(True)
ax.axis["xzero"].label.set_text("Axis Zero")
ax.set_ylim(-2, 4)
ax.set_xlabel("Label X")
ax.set_ylabel("Label Y")
offset = (20, 0)
new_axisline = ax.get_grid_helper().new_fixed_axis
ax.axis["right2"] = new_axisline(loc="right",
offset=offset,
axes=ax)
ax.axis["right2"].label.set_text("Label Y2")
ax.plot([-2,3,2])
plt.draw()
plt.show()
)
vlimround = plotting.draw_lineplot(
ax=ax,
data=plotting.decimate(phi_p, q=PSET.decimate_q)[::-1, ] * 1E3,
unit=r'$\mu$V', #mV -> µV unit conversion
dt=PSET.dt * PSET.decimate_q,
T=T,
color='k',
scalebarbasis='log10')
ax.set_xticklabels([])
ax.set_xlabel('')
ax.set_yticklabels(
['{}'.format(i + 1) for i in range(sphere.rxyz.shape[0])])
ax.set_ylabel('position', labelpad=10)
ax.text(-0.1,
1.05,
alphabet[6],
horizontalalignment='center',
verticalalignment='center',
fontsize=16,
fontweight='demibold',
transform=ax.transAxes)
# PANEL H. tangential component of MEG signal (as recorded by squid outside scull)
# compute the radial unit vector from the center of the sphere to each
# measurement point, then unit vectors along theta and phi
r_hat = (sphere.rxyz.T / sphere.r).T
fig = plt.figure(1)
fig.subplots_adjust(right=0.85)
ax = SubplotZero(fig, 1, 1, 1)
fig.add_subplot(ax)
# make right and top axis invisible
ax.axis["right"].set_visible(False)
ax.axis["top"].set_visible(False)
# make xzero axis (horizontal axis line through y=0) visible.
ax.axis["xzero"].set_visible(True)
ax.axis["xzero"].label.set_text("Axis Zero")
ax.set_ylim(-2, 4)
ax.set_xlabel("Label X")
ax.set_ylabel("Label Y")
# or
#ax.axis["bottom"].label.set_text("Label X")
#ax.axis["left"].label.set_text("Label Y")
# make new (right-side) yaxis, but wth some offset
offset = (20, 0)
new_axisline = ax.get_grid_helper().new_fixed_axis
ax.axis["right2"] = new_axisline(loc="right", offset=offset, axes=ax)
ax.axis["right2"].label.set_text("Label Y2")
ax.plot([-2, 3, 2])
plt.draw()
plt.show()
def main():
f = open("game_output.txt", "r")
l = json.load(f)
min_time = 0
for val in l:
if min_time == 0:
min_time = val["time"]
if val["time"] < min_time:
min_time = val["time"]
max_time = 0
for val in l:
if max_time == 0:
max_time = val["time"]
if val["time"] > max_time:
max_time = val["time"]
print "%s %s" % (min_time, max_time)
fig = plt.figure(1)
fig.subplots_adjust(right=0.85)
ax = SubplotZero(fig, 1, 1, 1)
fig.add_subplot(ax)
# make right and top axis invisible
ax.axis["right"].set_visible(False)
ax.axis["top"].set_visible(False)
# make xzero axis (horizontal axis line through y=0) visible.
ax.axis["xzero"].set_visible(False)
#ax.axis["xzero"].label.set_text("Axis Zero")
ax.set_xlim(min_time, max_time)
ax.set_ylim(0, 4)
ax.set_xlabel("Time")
ax.set_ylabel("HRV")
# make new (right-side) yaxis, but wth some offset
# offset = (20, 0)
# new_axisline = ax.get_grid_helper().new_fixed_axis
# ax.axis["right2"] = new_axisline(loc="right",
# offset=offset,
# axes=ax)
# ax.axis["right2"].label.set_text("Label Y2")
#ax.plot([-2,3,2])
t_hrv = []
hrv = []
for val in l:
if "hrv" in val.keys():
t_hrv.append(val["time"])
hrv.append(val["hrv"])
#ax.plot(val["time"], val["hrv"], 'b,')
elif "key" in val.keys():
ax.plot(val["time"], 2.0, 'r,')
ax.plot(t_hrv, hrv, 'b-')
hrv_dict = []
for el in l:
try:
hrv_dict.append((el["time"], el["hrv"]))
except KeyError:
pass
peak_dict = []
current_peak = 0
hrv_window = deque()
hrv_limit = 20
hrv_total = []
stop_counter = 0
hrv_itr = hrv_dict.__iter__()
b = hrv_itr.next()
while 1:
a = [b[0], b[1], 0]
hrv_window.append(a)
hrv_total.append(a)
if len(hrv_window) > hrv_limit:
hrv_window.popleft()
max_hrv = 0
max_time = 0
for h in hrv_window:
if h[1] > max_hrv:
max_time = h[0]
max_hrv = h[1]
for h in hrv_window:
if h[0] == max_time:
h[2] = h[2] + 1
break
try:
c = hrv_itr.next()
b = c
except StopIteration:
stop_counter = stop_counter + 1
if stop_counter == hrv_limit:
break
pulse = 0
for (time, hrv, score) in hrv_total:
if score > 17:
pulse = pulse + 1
ax.plot(time, hrv, 'g,')
print "Pulse: %s" % (pulse)
plt.draw()
plt.show()