def callback_autoscale_y(self):
self.fix_scales = not self.fix_scales
if self.fix_scales == True:
my_max, my_min = dat_file_max_min(self.data[0])
for i in range(0, len(self.data)):
my_max, my_min = dat_file_max_min(self.data[i],
cur_min=my_min,
cur_max=my_max)
self.force_data_max = my_max
self.force_data_min = my_min
self.do_plot()
else:
self.force_data_max = False
self.force_data_min = False
def log_3d_workaround(self):
if self.done_log == False:
my_max, my_min = dat_file_max_min(self.data[0])
for i in range(0, len(self.data)):
if self.data[i].logdata == True:
my_max, my_min = dat_file_max_min(self.data[i],
cur_min=my_min,
cur_max=my_max)
zticks = []
zticks_txt = []
pos = pow(10, floor(log10(abs(my_min))))
if my_min > 0:
while (pos < my_max):
pos = pos * 10
zticks.append(pos)
zticks_txt.append("{:.0e}".format(pos))
if (len(zticks) > 5):
delta = int(len(zticks) / 5)
pos = 0
rebuild = []
rebuild_txt = []
while (pos < len(zticks)):
rebuild.append(zticks[pos])
rebuild_txt.append(zticks_txt[pos])
pos = pos + delta
zticks = rebuild
zticks_txt = rebuild_txt
changed = False
for i in range(0, len(self.data)):
if self.data[i].y_len > 1 and self.data[
i].x_len > 1 and self.data[i].logdata == True:
changed = True
for x in range(0, self.data[i].x_len):
for y in range(0, self.data[i].y_len):
for z in range(0, self.data[i].z_len):
if self.data[i].data[z][x][y] != 0:
self.data[i].data[z][x][y] = log10(
abs(self.data[i].data[z][x][y]))
if changed == True and self.fix_scales == False:
self.ax[0].set_zticks(log10(zticks))
self.ax[0].set_zticklabels(zticks_txt)
self.done_log = True
def menu_plot_open(self): from gpvdm_open import gpvdm_open dialog=gpvdm_open(get_sim_path(),show_inp_files=False,act_as_browser=False) ret=dialog.exec_() if ret==QDialog.Accepted: self.graph_path=dialog.get_filename() if self.graph_data.load(self.graph_path)==True: #print(self.graph_path) self.graph_data.data_max,self.graph_data.data_min=dat_file_max_min(self.graph_data)
def load_data(self): lines=[] if dat_file_read(self.graph_data,self.graph_path)==True: #print(self.graph_path) self.graph_z_max,self.graph_z_min=dat_file_max_min(self.graph_data) #print(self.graph_z_max,self.graph_z_min) val=inp_get_token_value(os.path.join(get_sim_path(),"light.inp"), "#Psun") try: self.suns=float(val) except: self.suns=0.0
def norm_data(self):
if len(self.data) > 0:
if self.data[0].type == "rgb" or self.data[0].type == "quiver":
return
if self.zero_frame_enable == True:
if len(self.data) > 1:
for i in range(1, len(self.data)):
dat_file_sub(self.data[i], self.data[0])
dat_file_sub(self.data[0], self.data[0])
for i in range(0, len(self.data)):
for x in range(0, self.data[i].x_len):
self.data[i].x_scale[
x] = self.data[i].x_scale[x] * self.data[i].x_mul
for y in range(0, self.data[i].y_len):
self.data[i].y_scale[
y] = self.data[i].y_scale[y] * self.data[i].y_mul
for z in range(0, self.data[i].z_len):
self.data[i].z_scale[
z] = self.data[i].z_scale[z] * self.data[i].z_mul
for x in range(0, self.data[i].x_len):
for y in range(0, self.data[i].y_len):
for z in range(0, self.data[i].z_len):
self.data[i].data[z][x][y] = self.data[i].data[z][
x][y] * self.data[i].data_mul
if self.data[0].invert_y == True:
for i in range(0, len(self.data)):
dat_file_mul(self.data[i], -1)
if self.data[0].subtract_first_point == True:
val = self.data[0].data[0][0][0]
for i in range(0, len(self.data)):
dat_file_sub_float(self.data[i], val)
if self.data[0].add_min == True:
my_max, my_min = dat_file_max_min(self.data[0])
for i in range(0, len(self.data)):
dat_file_sub_float(self.data[i], my_min)
def cal_min_max(self): self.z_max=-1e40 self.z_min=1e40 for i in range(0,len(self.dirs)): fname=os.path.join(self.dirs[i],self.files_combo.currentText()) x=[] y=[] z=[] my_data=dat_file() if dat_file_read(my_data,fname) == True: #print(z) temp_max,temp_min=dat_file_max_min(my_data) if temp_max>self.z_max: self.z_max=temp_max if temp_min<self.z_min: self.z_min=temp_min
def draw_graph(self):
z = 0
#for z in range(0,len(self.graph_data.z_scale)):
my_max, my_min = dat_file_max_min(self.graph_data)
if len(self.graph_data.z_scale) == 1:
zi_list = [0]
else:
zi_list = [0, len(self.graph_data.z_scale) - 1]
glBegin(GL_QUADS)
if len(self.graph_data.z_scale) > 1:
dz = self.graph_data.z_scale[1] - self.graph_data.z_scale[0]
else:
dz = 0.0
dx = self.graph_data.x_scale[1] - self.graph_data.x_scale[0]
dy = self.graph_data.y_scale[1] - self.graph_data.y_scale[0]
#front,back
for zi in zi_list:
for xi in range(0, len(self.graph_data.x_scale)):
for yi in range(0, len(self.graph_data.y_scale)):
x0 = gl_scale.project_m2screen_x(
self.graph_data.x_scale[xi])
y0 = gl_scale.project_m2screen_y(
self.graph_data.y_scale[yi])
z0 = gl_scale.project_m2screen_z(
self.graph_data.z_scale[zi])
x1 = gl_scale.project_m2screen_x(
self.graph_data.x_scale[xi] + dx)
y1 = gl_scale.project_m2screen_y(
self.graph_data.y_scale[yi] + dy)
z1 = gl_scale.project_m2screen_z(
self.graph_data.z_scale[zi])
if self.graph_data.data[zi][xi][yi] != 0.0:
r, g, b = val_to_rgb(self.graph_data.data[zi][xi][yi] /
(my_max - my_min))
#glColor4f(r,g,b, 1.0)
col = [r, g, b, 1.0]
glMaterialfv(GL_FRONT, GL_DIFFUSE, col)
glVertex3f(x0, y0, z0)
glVertex3f(x1, y0, z0)
glVertex3f(x1, y1, z0)
glVertex3f(x0, y1, z0)
if len(self.graph_data.z_scale) == 1:
glEnd()
return
#left,right
for xi in [0, len(self.graph_data.x_scale) - 1]:
for zi in range(0, len(self.graph_data.z_scale)):
for yi in range(0, len(self.graph_data.y_scale)):
x0 = gl_scale.project_m2screen_x(
self.graph_data.x_scale[xi])
y0 = gl_scale.project_m2screen_y(
self.graph_data.y_scale[yi])
z0 = gl_scale.project_m2screen_z(
self.graph_data.z_scale[zi])
x1 = gl_scale.project_m2screen_x(
self.graph_data.x_scale[xi])
y1 = gl_scale.project_m2screen_y(
self.graph_data.y_scale[yi] + dy)
z1 = gl_scale.project_m2screen_z(
self.graph_data.z_scale[zi] + dz)
r, g, b = val_to_rgb(self.graph_data.data[zi][xi][yi] /
(my_max - my_min))
#glColor4f(r,g,b, 1.0)
col = [r, g, b, 1.0]
glMaterialfv(GL_FRONT, GL_DIFFUSE, col)
glVertex3f(x0, y0, z0)
glVertex3f(x0, y1, z0)
glVertex3f(x0, y1, z1)
glVertex3f(x0, y0, z1)
#top,bottom
for yi in [0, len(self.graph_data.y_scale) - 1]:
for zi in range(0, len(self.graph_data.z_scale)):
for xi in range(0, len(self.graph_data.x_scale)):
x0 = gl_scale.project_m2screen_x(
self.graph_data.x_scale[xi])
y0 = gl_scale.project_m2screen_y(
self.graph_data.y_scale[yi])
z0 = gl_scale.project_m2screen_z(
self.graph_data.z_scale[zi])
x1 = gl_scale.project_m2screen_x(
self.graph_data.x_scale[xi] + dx)
y1 = gl_scale.project_m2screen_y(
self.graph_data.y_scale[yi])
z1 = gl_scale.project_m2screen_z(
self.graph_data.z_scale[zi] + dz)
r, g, b = val_to_rgb(
(self.graph_data.data[zi][xi][yi] - my_min) /
(my_max - my_min))
#glColor4f(r,g,b, 1.0)
col = [r, g, b, 1.0]
glMaterialfv(GL_FRONT, GL_DIFFUSE, col)
glVertex3f(x0, y0, z0)
glVertex3f(x1, y0, z0)
glVertex3f(x1, y0, z1)
glVertex3f(x0, y0, z1)
glEnd()
def do_plot(self):
if len(self.data)==0:
return
if self.data[0].valid_data==False:
return
self.fig.clf()
self.fig.subplots_adjust(bottom=0.2)
self.fig.subplots_adjust(bottom=0.2)
self.fig.subplots_adjust(left=0.1)
self.fig.subplots_adjust(hspace = .001)
dim=""
if self.data[0].x_len==1 and self.data[0].z_len==1:
dim="linegraph"
elif self.data[0].x_len>1 and self.data[0].y_len>1 and self.data[0].z_len==1:
if self.data[0].type=="3d":
dim="wireframe"
if self.data[0].type=="heat":
dim="heat"
elif self.data[0].x_len>1 and self.data[0].y_len>1 and self.data[0].z_len>1:
print("ohhh full 3D")
dim="3d"
else:
print(_("I don't know how to process this type of file!"),self.data[0].x_len, self.data[0].y_len,self.data[0].z_len)
return
title=self.data[0].title
if self.data[0].time!=-1.0 and self.data[0].Vexternal!=-1.0:
mul,unit=time_with_units(self.data[0].time)
title=self.data[0].title+" V="+str(self.data[0].Vexternal)+" "+_("time")+"="+str(self.data[0].time*mul)+" "+unit
self.fig.suptitle(title)
self.setWindowTitle(title+" - www.gpvdm.com")
self.ax=[]
for i in range(0,len(self.input_files)):
if dim=="linegraph":
self.ax.append(self.fig.add_subplot(111,axisbg='white'))
elif dim=="wireframe":
self.ax.append(self.fig.add_subplot(111,axisbg='white' ,projection='3d'))
elif dim=="heat":
self.ax.append(self.fig.add_subplot(111,axisbg='white'))
elif dim=="3d":
self.ax.append(self.fig.add_subplot(111,axisbg='white' ,projection='3d'))
#Only place label on bottom plot
# if self.data[i].type=="3d":
#else:
# self.ax[i].tick_params(axis='x', which='both', bottom='off', top='off',labelbottom='off') # labels along the bottom edge are off
#Only place y label on center plot
if self.data[0].normalize==True or self.data[0].norm_to_peak_of_all_data==True:
y_text="Normalized "+self.data[0].data_label
data_units="au"
else:
data_text=self.data[i].data_label
data_units=self.data[i].data_units
if self.data[0].logx==True:
self.ax[i].set_xscale("log")
if self.data[0].logy==True:
self.ax[i].set_yscale("log")
all_plots=[]
files=[]
my_max=1.0
if dim=="linegraph": #This is for the 1D graph case
self.ax[0].set_xlabel(self.data[0].x_label+" ("+str(self.data[0].x_units)+")")
self.ax[0].set_ylabel(self.data[0].data_label+" ("+self.data[0].data_units+")")
for i in range(0,len(self.input_files)):
cur_plot, = self.ax[i].plot(self.data[i].y_scale,self.data[i].data[0][0], linewidth=3 ,alpha=1.0,color=get_color(i),marker=get_marker(i))
if self.labels[i]!="":
files.append("$"+numbers_to_latex(str(self.labels[i]))+" "+pygtk_to_latex_subscript(self.data[0].key_units)+"$")
all_plots.append(cur_plot)
if len(self.data[i].labels)!=0:
for ii in range(0,len(self.data[i].y_scale)):
fx_unit=fx_with_units(float(self.data[i].labels[ii]))
label_text=str(float(self.data[i].labels[ii])*fx_unit[0])+" "+fx_unit[1]
self.ax[i].annotate(label_text,xy = (self.data[i].y_scale[ii], self.data[i].data[0][0][ii]), xytext = (-20, 20),textcoords = 'offset points', ha = 'right', va = 'bottom',bbox = dict(boxstyle = 'round,pad=0.5', fc = 'yellow', alpha = 0.5),arrowprops = dict(arrowstyle = '->', connectionstyle = 'arc3,rad=0'))
#print(self.data[i].labels)
elif dim=="wireframe":
self.ax[0].set_xlabel(self.data[0].x_label+" ("+self.data[0].x_units+")")
self.ax[0].set_ylabel(self.data[0].y_label+" ("+self.data[0].y_units+")")
for i in range(0,len(self.input_files)):
#new_data=[[float for y in range(self.data[0].y_len)] for x in range(self.data[0].x_len)]
#for x in range(0,self.data[i].x_len):
# for y in range(0,self.data[i].y_len):
# print(x,y,len(self.data[i].data[0]),len(self.data[i].data[0][0]))
# new_data[x][y]=self.data[i].data[0][x][y]
#z = 10 * outer(ones(size(data.x_scale)), cos(data.y_scale))
#im=self.ax[0].plot_surface(data.x_scale,data.y_scale,z)
#print(new_data)
#print(self.data[i].x_scale)
#print(self.data[i].y_scale)
X, Y = meshgrid( self.data[i].y_scale,self.data[i].x_scale)
Z = self.data[i].data[0]
# Plot the surface
im=self.ax[i].plot_wireframe( Y,X, Z)
#pcolor
elif dim=="heat":
self.ax[0].set_xlabel(self.data[0].x_label+" ("+self.data[0].x_units+")")
self.ax[0].set_ylabel(self.data[0].y_label+" ("+self.data[0].y_units+")")
for i in range(0,len(self.input_files)):
im=self.ax[0].pcolor(self.data[i].y_scale,self.data[i].x_scale,self.data[i].data[0])
self.fig.colorbar(im)
#pcolor
#self.fig.colorbar(im, shrink=0.5, aspect=5)
#self.ax[0].plot_surface(x, y, z, rstride=1, cstride=1, cmap=cm.coolwarm,linewidth=0, antialiased=False)
#self.ax[0].invert_yaxis()
#self.ax[0].xaxis.tick_top()
elif dim=="3d":
self.ax[0].set_xlabel(self.data[0].x_label+" ("+self.data[0].x_units+")")
self.ax[0].set_ylabel(self.data[0].y_label+" ("+self.data[0].y_units+")")
self.ax[0].set_zlabel(self.data[0].z_label+" ("+self.data[0].z_units+")")
for ii in range(0,len(self.data[i].z_scale)):
my_max,my_min=dat_file_max_min(self.data[i])
X, Y = meshgrid( self.data[i].x_scale,self.data[i].y_scale)
new_data=[[float for y in range(self.data[0].y_len)] for x in range(self.data[0].x_len)]
for x in range(0,self.data[i].x_len):
for y in range(0,self.data[i].y_len):
new_data[x][y]=self.data[i].z_scale[ii]+self.data[i].data[ii][x][y]
self.ax[i].contourf(X, Y, new_data, zdir='z')#
self.ax[i].set_xlim3d(0, self.data[i].x_scale[-1])
self.ax[i].set_ylim3d(0, self.data[i].y_scale[-1])
self.ax[i].set_zlim3d(0, self.data[i].z_scale[-1])
#setup the key
if self.data[0].legend_pos=="No key":
self.ax[i].legend_ = None
else:
if len(files)<40:
self.fig.legend(all_plots, files, self.data[0].legend_pos)
#self.fig.tight_layout(pad=0.0, w_pad=0.0, h_pad=0.0)
self.fig.canvas.draw()
def do_plot(self):
if len(self.data) == 0:
return
if self.data[0].valid_data == False:
return
key_text = []
self.plot_type = ""
#print(self.data[0].x_len,self.data[0].z_len,self.data[0].data)
if self.data[0].type == "rgb":
self.plot_type = "rgb"
elif self.data[0].type == "quiver":
self.plot_type = "quiver"
else:
if self.data[0].x_len == 1 and self.data[0].z_len == 1:
self.plot_type = "linegraph"
elif self.data[0].x_len > 1 and self.data[
0].y_len > 1 and self.data[0].z_len == 1:
if self.data[0].type == "3d":
self.plot_type = "wireframe"
if self.data[0].type == "heat":
self.plot_type = "heat"
elif self.data[0].x_len > 1 and self.data[
0].y_len > 1 and self.data[0].z_len > 1:
print("ohhh full 3D")
self.plot_type = "3d"
else:
print(_("I don't know how to process this type of file!"),
self.data[0].x_len, self.data[0].y_len,
self.data[0].z_len)
return
self.setup_axis()
all_plots = []
files = []
my_max = 1.0
if self.plot_type == "linegraph": #This is for the 1D graph case
self.ax[0].set_xlabel(self.data[0].y_label + " (" +
str(self.data[0].y_units) + ")")
self.ax[0].set_ylabel(self.data[0].data_label + " (" +
self.data[0].data_units + ")")
for i in range(0, len(self.data)):
if self.data[0].logy == True:
self.ax[i].set_xscale("log")
if self.data[0].logdata == True:
self.ax[i].set_yscale("log")
if self.data[i].data_min != None:
self.ax[i].set_ylim(
[self.data[i].data_min, self.data[i].data_max])
if self.data[i].rgb() != None:
col = "#" + self.data[i].rgb()
else:
col = get_color(i)
cur_plot, = self.ax[i].plot(self.data[i].y_scale,
self.data[i].data[0][0],
linewidth=3,
alpha=1.0,
color=col,
marker=get_marker(i))
#print(self.data[i].y_scale,self.data[i].data[0][0])
if self.data[i].key_text != "":
key_text.append(
"$" + numbers_to_latex(str(self.data[i].key_text)) +
" " +
pygtk_to_latex_subscript(self.data[0].key_units) + "$")
all_plots.append(cur_plot)
if len(self.data[i].labels) != 0:
#we only want this many data labels or it gets crowded
max_points = 12
n_points = range(0, len(self.data[i].y_scale))
if len(n_points) > max_points:
step = int(len(n_points) / max_points)
n_points = []
pos = 0
while (len(n_points) < max_points):
n_points.append(pos)
pos = pos + step
for ii in n_points:
label_text = self.data[i].labels[ii]
self.ax[i].annotate(label_text,
xy=(self.data[i].y_scale[ii],
self.data[i].data[0][0][ii]),
xytext=(-20, 20),
textcoords='offset points',
ha='right',
va='bottom',
bbox=dict(boxstyle='round,pad=0.5',
fc='yellow',
alpha=0.5),
arrowprops=dict(
arrowstyle='->',
connectionstyle='arc3,rad=0'))
#print(self.data[i].labels)
elif self.plot_type == "wireframe":
self.ax[0].set_xlabel('\n' + self.data[0].x_label + '\n (' +
self.data[0].x_units + ")")
self.ax[0].set_ylabel('\n' + self.data[0].y_label + '\n (' +
self.data[0].y_units + ")")
self.ax[0].set_zlabel('\n' + self.data[0].data_label + '\n (' +
self.data[0].data_units + ")")
self.log_3d_workaround()
if self.force_data_max == False:
my_max, my_min = dat_file_max_min(self.data[0])
for i in range(0, len(self.data)):
my_max, my_min = dat_file_max_min(self.data[i],
cur_min=my_min,
cur_max=my_max)
else:
my_max = self.force_data_max
my_min = self.force_data_min
self.ax[0].set_zlim(my_min, my_max)
for i in range(0, len(self.data)):
if self.data[i].logx == True:
self.ax[i].set_xscale("log")
if self.data[i].logy == True:
self.ax[i].set_yscale("log")
#if self.data[i].key_text!="":
key = "$" + numbers_to_latex(str(
self.data[i].key_text)) + " " + pygtk_to_latex_subscript(
self.data[0].key_units) + "$"
X, Y = meshgrid(self.data[i].y_scale, self.data[i].x_scale)
Z = self.data[i].data[0]
# Plot the surface
col = get_color(i)
#print(self.data[i].plot_type,"here")
if self.data[i].plot_type == "wireframe" or self.data[
i].plot_type == "":
im = self.ax[0].plot_wireframe(Y,
X,
array(Z),
color=col,
label=key,
clip_on=True)
elif self.data[i].plot_type == "contour":
im = self.ax[0].contourf(Y, X, array(Z), color=col)
elif self.data[i].plot_type == "heat":
my_max, my_min = dat_file_max_min(self.data[0])
im = self.ax[0].plot_surface(Y,
X,
array(Z),
linewidth=0,
vmin=my_min,
vmax=my_max,
cmap="hot",
antialiased=False)
self.ax[0].legend()
#im=self.ax[0].contourf( Y,X, Z,color=col)
#cset = ax.contourf(X, Y, Z, zdir='y', offset=40, cmap=cm.coolwarm)
elif self.plot_type == "heat":
self.ax[0].set_xlabel(self.data[0].y_label + " (" +
self.data[0].y_units + ")")
self.ax[0].set_ylabel(self.data[0].x_label + " (" +
self.data[0].x_units + ")")
my_max, my_min = dat_file_max_min(self.data[0])
for i in range(0, len(self.data)):
if self.data[i].logdata == True:
if my_min == 0:
my_min = 1.0
im = self.ax[0].pcolor(self.data[i].y_scale,
self.data[i].x_scale,
self.data[i].data[0],
norm=LogNorm(vmin=my_min,
vmax=my_max),
vmin=my_min,
vmax=my_max,
cmap="gnuplot")
else:
im = self.ax[0].pcolor(self.data[i].y_scale,
self.data[i].x_scale,
self.data[i].data[0],
vmin=my_min,
vmax=my_max,
cmap="gnuplot")
self.cb = self.fig.colorbar(im)
elif self.plot_type == "3d":
self.ax[0].set_xlabel(self.data[0].x_label + " (" +
self.data[0].x_units + ")")
self.ax[0].set_ylabel(self.data[0].y_label + " (" +
self.data[0].y_units + ")")
i = 0
y_scale = self.data[i].y_scale
x_scale = self.data[i].x_scale
X, Y = meshgrid(
y_scale, x_scale) #self.data[i].y_scale,self.data[i].x_scale
Z = self.data[i].data[0]
col = get_color(i)
my_max, my_min = dat_file_max_min(self.data[0])
elif self.plot_type == "rgb":
self.ax[0].set_xlabel(self.data[0].y_label + " (" +
str(self.data[0].y_units) + ")")
self.ax[0].set_ylabel(self.data[0].data_label + " (" +
self.data[0].data_units + ")")
self.ax[0].imshow(self.data[0].data[0]) #
#,extent=[self.data[0].y_scale[0],self.data[0].y_scale[-1],0,20]
elif self.plot_type == "quiver":
self.ax[0].set_xlabel(self.data[0].x_label + " (" +
self.data[0].x_units + ")")
self.ax[0].set_ylabel(self.data[0].y_label + " (" +
self.data[0].y_units + ")")
self.ax[0].set_zlabel(self.data[0].z_label + " (" +
self.data[0].z_units + ")")
X = []
Y = []
Z = []
U = []
V = []
W = []
mag = []
for d in self.data[0].data:
X.append(d.x)
Y.append(d.y)
Z.append(d.z)
U.append(d.dx)
V.append(d.dy)
W.append(d.dz)
mag.append(d.mag)
c = plt.cm.hsv(mag)
mag = []
for d in self.data[0].data:
mag.append(2.0)
self.ax[0].quiver(X, Y, Z, U, V, W, colors=c, linewidths=mag)
self.ax[0].set_xlim([0, self.data[0].xmax])
self.ax[0].set_ylim([0, self.data[0].ymax])
self.ax[0].set_zlim([0, self.data[0].zmax])
#setup the key
if self.data[0].legend_pos == "No key":
self.ax[i].legend_ = None
else:
if len(files) < 40:
self.fig.legend(all_plots, key_text, self.data[0].legend_pos)
if get_lock().is_trial() == True:
x = 0.25
y = 0.25
#while(x<1.0):
# y=0
# while(y<1.0):
self.fig.text(x,
y,
'gpvdm trial',
fontsize=20,
color='gray',
ha='right',
va='bottom',
alpha=self.watermark_alpha)
# y=y+0.1
# x=x+0.25
if self.hide_title == False:
title = self.data[0].title
if self.data[0].time != -1.0 and self.data[0].Vexternal != -1.0:
mul, unit = time_with_units(self.data[0].time)
title = title + " V=" + str(
self.data[0].Vexternal) + " " + _("time") + "=" + str(
self.data[0].time * mul) + " " + unit
self.fig.suptitle(title)
self.setWindowTitle(title + " - www.gpvdm.com")
self.fig.canvas.draw()