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Refrapick.py
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# Changelog
# Added Mac compatibilty by changing =='Linux' to !='Windows'
# Added zerophase to filtering (to avoid time-shift)
# Added compatibility for multi-length streams
# Added compatibility for stream-specific geophone_1
# Added compatibility for stream-specific geophone spacing
# Fixed bug introduced in picking
#
#
from obspy import read
from tkinter import *
from tkinter import filedialog, messagebox
import matplotlib
from matplotlib import pyplot as plt
from matplotlib.backends.backend_tkagg import FigureCanvasTkAgg, NavigationToolbar2Tk
from matplotlib.backend_bases import key_press_handler
import os
import numpy as np
from scipy import stats,arange
import sys
import warnings
import platform
warnings.filterwarnings('ignore')
class Sispick(Frame):
def __init__(self, master, *args, **kwargs):
Frame.__init__(self, master)
self.grid(row = 0, column = 0, sticky = NSEW)
self.memory()
self.winConfig()
self.menus()
self.icons()
self.buttons()
self.statusBar()
self.mplConfig()
def winConfig(self):
root.geometry("1360x768")
root.resizable(0,0)
root.config(background='#F3F3F3')
root.title('REFRAPICK')
root.bind('<Alt-s>', lambda x: self.destroy())
root.bind('<Alt-S>', lambda x: self.destroy())
root.bind('A', lambda x: self.pickAmostra())
root.bind('a', lambda x: self.pickAmostra())
root.bind('<Alt-L>', lambda x: self.ligarPicks())
root.bind('<Alt-l>', lambda x: self.ligarPicks())
root.bind('l', lambda x: self.ligarPicks())
root.bind('V', lambda x: self.pickVelocidade())
root.bind('v', lambda x: self.pickVelocidade())
root.bind('<Control-a>', lambda x: self.abrirSismogramas())
root.bind('<Control-A>', lambda x: self.abrirSismogramas())
root.bind('<Control-l>', lambda x: self.limparplot())
root.bind('<Control-L>', lambda x: self.limparplot())
root.bind('<Control-s>', lambda x: self.salvarpick())
root.bind('<Control-S>', lambda x: self.salvarpick())
root.bind('<Control-x>', lambda x: self.fecharPlot())
root.bind('<Control-X>', lambda x: self.fecharPlot())
root.bind('<Control-o>', lambda x: self.configPlot())
root.bind('<Control-O>', lambda x: self.configPlot())
root.bind('<Control-g>', lambda x: self.verCurva())
root.bind('<Control-G>', lambda x: self.verCurva())
root.bind('<Control-h>', lambda x: self.cabecalho())
root.bind('<Control-H>', lambda x: self.cabecalho())
root.bind('<Shift-Left>', lambda x: self.ampdown())
root.bind('<Shift-Right>', lambda x: self.ampup())
root.bind('<Up>', lambda x: self.maisy())
root.bind('<Down>', lambda x: self.menosy())
root.bind('i', lambda x: self.invert())
root.bind('n', lambda x: self.normalizar())
root.bind('<Alt-Right>', lambda x: self.sombNeg())
root.bind('<Alt-Left>', lambda x: self.sombPos())
root.bind('<Alt-Down>', lambda x: self.sombNull())
root.bind('c', lambda x: self.clip())
root.bind('I', lambda x: self.invert())
root.bind('N', lambda x: self.normalizar())
root.bind('S', lambda x: self.fill())
root.bind('s', lambda x: self.fill())
root.bind('C', lambda x: self.clip())
root.bind('P', lambda x: self.ativarPick())
root.bind('p', lambda x: self.ativarPick())
root.bind('<Left>', lambda x: self.backpage())
root.bind('<Right>', lambda x: self.nextpage())
root.protocol("WM_DELETE_WINDOW", self.fechar)
def menus(self):
menuBar = Menu(root)
fileMenu = Menu(menuBar)
menuBar.add_cascade(label = 'File', menu = fileMenu)
fileMenu.add_command(label='Open <CTRL+A>',
command=self.abrirSismogramas)
fileMenu.add_separator()
fileMenu.add_command(label='Save pick file (Seisimager) <CTRL+S>',
command=self.salvarpick)
fileMenu.add_command(label='Save pick file (Refrapy) <CTRL+S>',
command=self.salvargp)
fileMenu.add_separator()
fileMenu.add_command(label='Exit <ALT+S>',
command=self.destroy)
viewMenu = Menu(menuBar)
menuBar.add_cascade(label='View',menu=viewMenu)
viewMenu.add_command(label='Next <right arrow>',
command=self.nextpage)
viewMenu.add_command(label='Previous <left arrow>',
command=self.backpage)
viewMenu.add_separator()
viewMenu.add_command(label='Inver time axis <I>',
command=self.backpage)
viewMenu.add_separator()
viewMenu.add_command(label='Decrease time axis <down arrow>',
command=self.menosy)
viewMenu.add_command(label='Increase time axis <up arrow>',
command=self.maisy)
traceMenu = Menu(menuBar)
menuBar.add_cascade(label='Traces',menu=traceMenu)
traceMenu.add_command(label='Increase scale gain <SHIFT+right>',
command=self.ampup)
traceMenu.add_command(label='Decrease scale gain <SHIFT+left>',
command=self.ampdown)
traceMenu.add_separator()
traceMenu.add_command(label='Apply/Remove normalization <N>',
command=self.normalizar)
traceMenu.add_separator()
traceMenu.add_command(label='Shade negative amplitudes <ALT+right>',
command=self.sombNeg)
traceMenu.add_command(label='Shade positive amplitudes <ALT+left>',
command=self.sombPos)
traceMenu.add_command(label='Remove shades <ALT+down>',
command=self.sombNull)
traceMenu.add_separator()
traceMenu.add_command(label='Clip amplitudes <C>',
command=self.clip)
editMenu = Menu(menuBar)
menuBar.add_cascade(label='Edit',menu=editMenu)
editMenu.add_command(label='Enable/Disable first breaks picking <P>',
command=self.ativarPick)
editMenu.add_command(label='Clear picks <CTRL+L>',
command=self.limparplot)
editMenu.add_separator()
editMenu.add_command(label='Trim section length <A>',
command=self.pickAmostra)
editMenu.add_command(label='Use default section length <ALT+A>',
command=self.amostrasDefault)
editMenu.add_separator()
editMenu.add_command(label='Enable/disable pick lines <L>',
command=self.removerLinhaPicks)
editMenu.add_separator()
editMenu.add_command(label='View travel time curves <CTRL+G>',
command=self.verCurva)
editMenu.add_separator()
editMenu.add_command(label='Close current sections <CTRL+X>',
command=self.fecharPlot)
filterMenu = Menu(menuBar)
menuBar.add_cascade(label='Filtering',menu=filterMenu)
filterMenu.add_command(label='Low pass filter <Ctrl+L>',command=self.filtroLP)
filterMenu.add_command(label='High pass filter <CTRL+H>',command=self.filtroHP)
filterMenu.add_separator()
filterMenu.add_command(label='Remove filter <CTRL+C>',command=self.removerFiltros)
optMenu = Menu(menuBar)
menuBar.add_cascade(label='Options',menu=optMenu)
optMenu.add_command(label='Plot options <CTRL+O>',command=self.configPlot)
optMenu.add_separator()
optMenu.add_command(label='Edit section info <CTRL+H>',command = self.cabecalho)
helpMenu = Menu(menuBar)
menuBar.add_cascade(label='Help',menu=helpMenu)
helpMenu.add_command(label='Tutorial',command = lambda: print(''))
root.configure(menu=menuBar)
def icons(self):
self.img_abrir = PhotoImage(file="%s/imagens/abrir.gif"%os.getcwd())
self.img_salvar = PhotoImage(file="%s/imagens/salvar.gif"%os.getcwd())
self.img_voltar = PhotoImage(file="%s/imagens/voltar.gif"%os.getcwd())
self.img_proximo = PhotoImage(file="%s/imagens/proximo.gif"%os.getcwd())
self.img_baixo = PhotoImage(file="%s/imagens/baixo.gif"%os.getcwd())
self.img_cima = PhotoImage(file="%s/imagens/cima.gif"%os.getcwd())
self.img_menos = PhotoImage(file="%s/imagens/menos.gif"%os.getcwd())
self.img_mais = PhotoImage(file="%s/imagens/mais.gif"%os.getcwd())
self.img_norm = PhotoImage(file="%s/imagens/norm.gif"%os.getcwd())
self.img_invert = PhotoImage(file="%s/imagens/invert.gif"%os.getcwd())
self.img_cortar = PhotoImage(file="%s/imagens/cortar.gif"%os.getcwd())
self.img_sombnull = PhotoImage(file="%s/imagens/fill_null.gif"%os.getcwd())
self.img_sombneg = PhotoImage(file="%s/imagens/fill_neg.gif"%os.getcwd())
self.img_sombpos = PhotoImage(file="%s/imagens/fill_pos.gif"%os.getcwd())
self.img_clip = PhotoImage(file="%s/imagens/clip.gif"%os.getcwd())
self.img_PA = PhotoImage(file="%s/imagens/PA.gif"%os.getcwd())
self.img_PB = PhotoImage(file="%s/imagens/PB.gif"%os.getcwd())
self.img_RF = PhotoImage(file="%s/imagens/RF.gif"%os.getcwd())
self.img_pick = PhotoImage(file="%s/imagens/pick.gif"%os.getcwd())
self.img_ligar = PhotoImage(file="%s/imagens/ligar.gif"%os.getcwd())
self.img_limpar = PhotoImage(file="%s/imagens/limpar.gif"%os.getcwd())
self.img_vel = PhotoImage(file="%s/imagens/vel.gif"%os.getcwd())
self.img_grafico = PhotoImage(file="%s/imagens/grafico.gif"%os.getcwd())
self.img_opt = PhotoImage(file="%s/imagens/opt.gif"%os.getcwd())
self.img_header = PhotoImage(file="%s/imagens/header.gif"%os.getcwd())
self.img_fechar = PhotoImage(file="%s/imagens/fechar.gif"%os.getcwd())
root.tk.call('wm', 'iconphoto', root._w, self.img_pick)
def buttons(self):
Abrir = Button(self, command = self.abrirSismogramas)
Abrir.config(image=self.img_abrir)
Abrir.grid(row=0,column=0,sticky=W)
Salvar = Button(self, command = self.salvargp)
Salvar.config(image=self.img_salvar)
Salvar.grid(row=0,column=1,sticky=W)
Back = Button(self, command = self.backpage)
Back.config(image=self.img_voltar)
Back.grid(row=0,column=2,sticky=W)
Next = Button(self, command = self.nextpage)
Next.config(image=self.img_proximo)
Next.grid(row=0,column=3,sticky=W)
menosY = Button(self, command = self.menosy)
menosY.config(image=self.img_baixo)
menosY.grid(row=0,column=4,sticky=W)
maisY = Button(self, command = self.maisy)
maisY.config(image=self.img_cima)
maisY.grid(row=0,column=5,sticky=W)
ampDown = Button(self,command = self.ampdown)
ampDown.config(image=self.img_menos)
ampDown.grid(row=0,column=6,sticky=W)
ampUp = Button(self, command = self.ampup)
ampUp.config(image=self.img_mais)
ampUp.grid(row=0,column=7,sticky=W)
normal = Button(self, command = self.normalizar)
normal.config(image=self.img_norm)
normal.grid(row=0,column=8,sticky=W)
inverttime = Button(self, command = self.invert)
inverttime.config(image=self.img_invert)
inverttime.grid(row=0,column=9,sticky=W)
pickAmostras = Button(self, command = self.pickAmostra)
pickAmostras.config(image=self.img_cortar)
pickAmostras.grid(row=0,column=10,sticky=W)
somb_null = Button(self, command = self.sombNull)
somb_null.config(image=self.img_sombnull)
somb_null.grid(row=0,column=11,sticky=W)
somb_neg = Button(self, command = self.sombNeg)
somb_neg.config(image=self.img_sombneg)
somb_neg.grid(row=0,column=12,sticky=W)
somb_pos = Button(self, command = self.sombPos)
somb_pos.config(image=self.img_sombpos)
somb_pos.grid(row=0,column=13,sticky=W)
clipar = Button(self, command = self.clip)
clipar.config(image=self.img_clip)
clipar.grid(row=0,column=14,sticky=W)
PA = Button(self, command = self.filtroHP)
PA.config(image=self.img_PA)
PA.grid(row=0,column=15,sticky=W)
PB = Button(self, command = self.filtroLP)
PB.config(image=self.img_PB)
PB.grid(row=0,column=16,sticky=W)
RF = Button(self, command = self.removerFiltros)
RF.config(image=self.img_RF)
RF.grid(row=0,column=17,sticky=W)
Pick = Button(self, command = self.ativarPick)
Pick.config(image=self.img_pick)
Pick.grid(row=0,column=18,sticky=W)
ligar = Button(self, command = self.ligarPicks)
ligar.config(image=self.img_ligar)
ligar.grid(row=0,column=19,sticky=W)
limpar = Button(self, command = self.limparplot)
limpar.config(image=self.img_limpar)
limpar.grid(row=0,column=20,sticky=W)
vel = Button(self, command = self.pickVelocidade)
vel.config(image=self.img_vel)
vel.grid(row=0,column=21,sticky=W)
grafico = Button(self, command = self.verCurva)
grafico.config(image=self.img_grafico)
grafico.grid(row=0,column=22,sticky=W)
opt = Button(self, command = self.configPlot)
opt.config(image=self.img_opt)
opt.grid(row=0,column=23,sticky=W)
header = Button(self, command = self.cabecalho)
header.config(image=self.img_header)
header.grid(row=0,column=24,sticky=W)
FecharPlot = Button(self, command = self.fecharPlot)
FecharPlot.config(image=self.img_fechar)
FecharPlot.grid(row=0,column=25,sticky=W)
def statusBar(self):
self.statusPick = Label(self,text = ' ', fg='red',font=("Helvetica", 12), bg='#F3F3F3')
self.statusPick.grid(row=0,column=26,sticky=E)
self.statusVel = Label(self,text = ' ', fg='red',font=("Helvetica", 12), bg='#F3F3F3')
self.statusVel.grid(row=0,column=27,sticky=E)
self.statusCortador = Label(self,text = ' ', fg='red',font=("Helvetica", 12), bg='#F3F3F3')
self.statusCortador.grid(row=0,column=28,sticky=E)
self.statusPA = Label(self,text = ' ', fg='green',font=("Helvetica", 12),bg='#F3F3F3')
self.statusPA.grid(row=0,column=29,sticky=E)
self.statusPB = Label(self,text = ' ', fg='green',font=("Helvetica", 12),bg='#F3F3F3')
self.statusPB.grid(row=0,column=30,sticky=E)
self.status = Label(self,text = ' ', fg='red',font=("Helvetica", 12),bg='#F3F3F3')
self.status.grid(row=0,column=31,sticky=E)
def memory(self):
self.frames, self.figs, self.axes, self.telas, self.listSource, self.sts, self.ticksLabel, self.toolbars, self.dadosNorms, self.dadosCrus, \
self.ganho, self.filtros,self.filtrosHP, self.filtrosLP, self.copiasCruas, self.copiasNorms, self.clips, \
self.sombreamentos, self.picks, self.picksArts, self.coordx, self.coordy, self.conPickClick, self.conPickMov, self.conPickSoltar, self.okpicks, \
self.conVelClick, self.conVelMov, self.conVelSoltar, self.conAmostra, self.ndados, self.linhasPick, self.freqLP, \
self.freqHP, self.canais, self.valordx, self.posicaoGeof1 = [],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[],[], \
[],[],[],[],[],[],[],[], [], [], []
self.sublinhas, self.bolas, self.indicadores, self.plotArts, self.sombArts, self.coordsx, self.coordsy, self.linhasVel,\
self.textoVel, self.tracosMax = {},{},{},{},{},{}, {}, {}, {}, {}
self.plotExiste, self.pickMode, self.yinvertido, self.normalizado, self.optAberto, self.pickAmostraAtivado, self.clickOn, \
self.pickVelOn = False,False,False,False,False,False,False,False
self.arquivos, self.formato, self.eventCon, self.pagina, self.recordlen, self.linhaVel, self.linhaPick, \
self.valorFigx, self.valorFigy = None,None,None,None,None,None,None,None,None
self.fatorY, self.valorGanho, self.fatorLP, self.fatorHP = 0.8, 2, 0.8, 1.5
def mplConfig(self):
plt.rcParams['keymap.zoom'] = 'z,Z'
plt.rcParams['keymap.back'] = 'b,B'
plt.rcParams['keymap.home'] = 'ctrl+z,ctrl+Z'
plt.rcParams['keymap.save'] = 'ctrl+i,ctrl+I'
plt.rcParams['keymap.pan'] = 'm,M'
def fechar(self):
if self.plotExiste == True:
self.fecharPlot()
self.destroy()
root.destroy()
sys.exit()
else:
self.destroy()
root.destroy()
sys.exit()
def abrirSismogramas(self):
if self.plotExiste == False:
self.arquivos = sorted(filedialog.askopenfilenames(title='Open',
filetypes=[('seg2','*.dat'),
('SG2','*.sg2'),
('segy','*.sgy'),
('SU','*.SU'),
("All files", '*')]))
if len(self.arquivos) > 0:
self.status.configure(text=' Opening %d files. Please wait...'%len(self.arquivos))
for i in range(len(self.arquivos)):
self.sts.append(read(self.arquivos[i]))
self.ndados.append(len(self.sts[i][0]))
self.valordx.append(2)
self.canais.append(0)
self.posicaoGeof1.append(0)
if self.sts[i][0].stats._format == 'SEG2':
self.formato = 'seg2'
try:
self.listSource.append(self.sts[i][0].stats.seg2['SOURCE_LOCATION'])
except:
messagebox.showinfo('Refrapy','Source positions not found: 999 m will be used.\nTo change values go to Options > Edit section info')
self.listSource.append(999)
try:
self.posicaoGeof1[i] = float(self.sts[i][0].stats.seg2['RECEIVER_LOCATION'])
except:
self.posicaoGeof1[i] = 0
messagebox.showinfo('Refrapy', 'First geophone position not found: 0 m will be used.\nTo change values go to Options > Edit section info')
try:
self.valordx[i] = float(self.sts[0][1].stats.seg2['RECEIVER_LOCATION'])-float(self.sts[0][0].stats.seg2['RECEIVER_LOCATION'])
except:
messagebox.showinfo('Refrapy', 'Geophone spacing not found: 2 m will be used.\nTo change values go to Options > Edit section info')
self.valordx[i] = 2
elif self.sts[i][0].stats._format == 'SEGY':
self.formato = 'segy'
try:
self.listSource.append(self.sts[i][0].stats.segy['SOURCE_LOCATION'])
except:
messagebox.showinfo('Refrapy','Source positions not found: 999 m will be used.\nTo change values go to Options > Edit section info')
self.listSource.append(999)
try:
self.posicaoGeof1[i] = float(self.sts[i][0].stats.segy['RECEIVER_LOCATION'])
except:
self.posicaoGeof1[i] = 0
messagebox.showinfo('Refrapy', 'First geophone position not found: 0 m will be used.\nTo change values go to Options > Edit section info')
try:
self.valordx[i] = float(self.sts[0][1].stats.segy['RECEIVER_LOCATION'][0])-float(self.sts[0][0].stats.segy['RECEIVER_LOCATION'][0])
except:
messagebox.showinfo('Refrapy', 'Geophone spacing not found: 2 m will be used.\nTo change values go to Options > Edit section info')
self.valordx[i] = 2
else:
messagebox.showinfo('Refrapy', 'File format is not SEG2/SEGY.\nDefault values for geophones spacing, source and first geophone position were used.\nTo change values go to Options > Edit section info')
self.valordx[i] = 2
self.posicaoGeof1[i] = 0
self.listSource.append(999)
if self.ndados[0] > 10000:
messagebox.showinfo('Refrapy','Traces have a significant number of samples.\nTo speed up processing, you might want to consider trimming the sections length in Edit > Trim section length')
for i in range(len(self.arquivos)):
frame = Frame(root,bg='#F3F3F3')
frame.grid(row=1, column=0, sticky = NSEW)
self.frames.append(frame)
fig = plt.figure(i,figsize=(13.75,7.05),facecolor='#F3F3F3')
fig.tight_layout()
self.figs.append(fig)
ax = self.figs[i].add_subplot(111)
self.axes.append(ax)
self.dadosCrus.append({})
self.dadosNorms.append({})
self.plotArts[i] = []
self.sombArts[i] = []
self.picks.append({})
self.okpicks.append({})
self.picksArts.append({})
self.coordsx[i] = []
self.coordsy[i] = []
self.linhasVel[i] = []
self.textoVel[i] = []
self.bolas[i] = []
self.indicadores[i] = []
self.linhasPick.append(None)
self.sublinhas[i] = []
self.conPickClick.append(None)
self.conPickMov.append(None)
self.conPickSoltar.append(None)
self.conVelClick.append(None)
self.conVelMov.append(None)
self.conVelSoltar.append(None)
self.conAmostra.append(None)
for j in range(len(self.arquivos)):
self.sublinhas[i].append(None) # self.sublinhas[j].append(None)?
self.canais[i] = len(self.sts[i])
self.recordlen = self.sts[0][0].stats.endtime-self.sts[0][0].stats.starttime
self.intervaloAmostragem = self.sts[0][0].stats.delta
self.ganho.append(1)
self.clips.append(False)
self.sombreamentos.append('null')
self.filtros.append(False)
self.copiasCruas.append(None)
self.copiasNorms.append(None)
self.freqLP.append(1000)
self.freqHP.append(5)
self.filtrosLP.append(False)
self.filtrosHP.append(False)
self.tracosMax[i] = [max(self.sts[i][j]) for j in range(self.canais[i])]
for j in range(self.canais[i]):
self.dadosCrus[i][j] = self.sts[i][j].data/max(self.tracosMax[i])
self.dadosNorms[i][j] = self.sts[i][j].data/max(self.sts[i][j].data)
self.okpicks[i][j]=self.posicaoGeof1[i]+self.valordx[i]*j
self.ticksLabel.append(str(int(j*self.valordx[i])))
traco, = self.axes[i].plot(self.dadosCrus[i][j][0:self.ndados[i]]*(-1)+self.posicaoGeof1[i]+self.valordx[i]*j,
[self.sts[i][0].stats.delta*k*1000 for k in range(int(self.ndados[i]))],color='black')
self.plotArts[i].append(traco)
plt.figure(i)
plt.title(' %s | %d channels'%(os.path.basename(self.arquivos[i]),int(self.canais[i])))
plt.xlabel('Distance (m)')
plt.ylabel('Time (ms)')
plt.ylim(0,1000*(self.sts[i][0].stats.delta*self.ndados[i]))
plt.xlim(self.posicaoGeof1[i]-self.valordx[i],self.posicaoGeof1[i]+self.valordx[i]*len(self.sts[i]))
tela = FigureCanvasTkAgg(self.figs[i], self.frames[i])
self.telas.append(tela)
self.telas[i].draw()
self.telas[i].get_tk_widget().pack(fill='both', expand=True)
toolbar = NavigationToolbar2Tk(self.telas[i], self.frames[i])
self.toolbars.append(toolbar)
self.toolbars[i].update()
self.telas[i]._tkcanvas.pack(fill='both', expand=True)
self.status.configure(text=' ')
self.frames[0].tkraise()
self.pagina = 0
plt.figure(self.pagina)
def do(event):
key_press_handler(event, self.telas[self.pagina], self.toolbars[self.pagina])
self.figs[-1].canvas.mpl_connect('key_press_event', do)
self.plotExiste = True
self.yinvertido = False
self.sombreamento = False
self.normalizado = False
self.clickOn = False
self.pickVelOn = False
else:
messagebox.showinfo('','Close the current sections to open a new one')
def nextpage(self):
if self.plotExiste == True and self.pagina < len(self.arquivos)-1:
frame = self.frames[self.pagina+1]
frame.tkraise()
self.pagina += 1
self.telas[self.pagina].draw()
if self.filtrosHP[self.pagina] == True:
self.statusPA.configure(text = 'High pass: %.2f Hz'%float(self.freqHP[self.pagina]/self.fatorHP))
if self.filtrosLP[self.pagina] == True:
self.statusPB.configure(text = 'Low pass: %.2f Hz'%float(self.freqLP[self.pagina]/self.fatorLP))
if self.filtrosHP[self.pagina] != True:
self.statusPA.configure(text = '')
if self.filtrosLP[self.pagina] != True:
self.statusPB.configure(text = '')
def backpage(self):
if self.plotExiste == True and self.pagina != 0:
frame = self.frames[self.pagina-1]
frame.tkraise()
self.pagina -= 1
self.telas[self.pagina].draw()
if self.filtrosHP[self.pagina] == True:
self.statusPA.configure(text = 'High pass: %.2f Hz'%float(self.freqHP[self.pagina]/self.fatorHP))
if self.filtrosLP[self.pagina] == True:
self.statusPB.configure(text = 'Low pass: %.2f Hz'%float(self.freqLP[self.pagina]/self.fatorLP))
if self.filtrosHP[self.pagina] != True:
self.statusPA.configure(text = '')
if self.filtrosLP[self.pagina] != True:
self.statusPB.configure(text = '')
def ativarPick(self):
if self.plotExiste == True:
if self.pickMode == False:
self.pickMode = True
self.statusPick.configure(text=' Pick Active',fg='blue')
def pick(event):
try:
if event.button == 1:
nearestMagnetValue = min(list(self.okpicks[self.pagina].values()), key=lambda x: abs(event.xdata - x))
if nearestMagnetValue in self.picks[self.pagina]:
self.picks[self.pagina][nearestMagnetValue] = event.ydata
self.picksArts[self.pagina][nearestMagnetValue].remove()
pickline = self.axes[self.pagina].hlines(event.ydata,nearestMagnetValue-(self.valordx[self.pagina]*0.5),
nearestMagnetValue+(self.valordx[self.pagina]*0.5),colors='r',linestyle='solid')
self.picksArts[self.pagina][nearestMagnetValue] = pickline
self.telas[self.pagina].draw()
else:
pickline = self.axes[self.pagina].hlines(event.ydata,nearestMagnetValue-(self.valordx[self.pagina]*0.5),
nearestMagnetValue+(self.valordx[self.pagina]*0.5),colors='r',linestyle='solid')
self.picksArts[self.pagina].update({nearestMagnetValue:pickline})
self.picks[self.pagina].update({nearestMagnetValue:event.ydata})
self.telas[self.pagina].draw()
for i in range(len(self.arquivos)):
if i != self.pagina:
if self.sublinhas[i][self.pagina] == None:
sublinha, = self.axes[i].plot([key for key in sorted(self.picks[self.pagina])],
[self.picks[self.pagina][key] for key in sorted(self.picks[self.pagina])], color = 'green')
self.sublinhas[i][self.pagina] = sublinha
else:
self.sublinhas[i][self.pagina].set_data([key for key in sorted(self.picks[self.pagina])],
[self.picks[self.pagina][key] for key in sorted(self.picks[self.pagina])])
if self.indicadores[self.pagina]:
for i in self.indicadores[self.pagina]:
if float(i.get_offsets()[0][0]) == nearestMagnetValue:
i.remove()
self.telas[self.pagina].draw()
elif event.button == 3:
self.coordx.append(event.xdata)
self.coordy.append(event.ydata)
self.linhaPick, = self.axes[self.pagina].plot(self.coordx,self.coordy,color='red')
self.clickOn = True
if self.linhasPick[self.pagina] != None and bool(self.picks[self.pagina]) == True:
self.linhasPick[self.pagina].set_data([key for key in sorted(self.picks[self.pagina])],
[self.picks[self.pagina][key] for key in sorted(self.picks[self.pagina])])
self.telas[self.pagina].draw()
except:
pass
def movimento(event):
if self.clickOn == True:
try:
self.coordx.append(event.xdata)
self.coordy.append(event.ydata)
self.linhaPick.set_data(self.coordx,self.coordy)
self.telas[self.pagina].draw()
del self.coordx[1:-1]
del self.coordy[1:-1]
except:
pass
def soltar(event):
if self.clickOn == True:
try:
self.coordx.append(event.xdata)
self.coordy.append(event.ydata)
m, b = np.polyfit([int(i) for i in self.coordx], self.coordy, 1)
self.linhaPick.remove()
valorMaisproximo1 = min(list(self.okpicks[self.pagina].values()), key=lambda x: abs(self.coordx[0] - x))
valorMaisproximo2 = min(list(self.okpicks[self.pagina].values()), key=lambda x: abs(self.coordx[-1] - x))
if valorMaisproximo1 < valorMaisproximo2:
for i in arange(valorMaisproximo1,valorMaisproximo2+self.valordx[self.pagina], self.valordx[self.pagina]):
if i in list(self.okpicks[self.pagina].values()):
if i in self.picks[self.pagina]:
self.picks[self.pagina][i] = m*i+b
self.picksArts[self.pagina][i].remove()
pickline = self.axes[self.pagina].hlines(m*i+b,i-(self.valordx[self.pagina]*0.5),
i+(self.valordx[self.pagina]*0.5),colors='r',linestyle='solid')
self.picksArts[self.pagina][i] = pickline
else:
pickline = self.axes[self.pagina].hlines(m*i+b,i-(self.valordx[self.pagina]*0.5),
i+(self.valordx[self.pagina]*0.5),colors='r',linestyle='solid')
self.picksArts[self.pagina].update({i:pickline})
self.picks[self.pagina].update({i:m*i+b})
else:
for i in arange(valorMaisproximo1,valorMaisproximo2-self.valordx[self.pagina], -self.valordx[self.pagina]):
if i in list(self.okpicks[self.pagina].values()):
if i in self.picks[self.pagina]:
self.picks[self.pagina][i] = m*i+b
self.picksArts[self.pagina][i].remove()
pickline = self.axes[self.pagina].hlines(m*i+b,i-(self.valordx[self.pagina]*0.5),
i+(self.valordx[self.pagina]*0.5),colors='r',linestyle='solid')
self.picksArts[self.pagina][i] = pickline
else:
pickline = self.axes[self.pagina].hlines(m*i+b,i-(self.valordx[self.pagina]*0.5),
i+(self.valordx[self.pagina]*0.5),colors='r',linestyle='solid')
self.picksArts[self.pagina].update({i:pickline})
self.picks[self.pagina].update({i:m*i+b})
for i in range(len(self.arquivos)):
if i != self.pagina:
if self.sublinhas[i][self.pagina] == None:
sublinha, = self.axes[i].plot([key for key in sorted(self.picks[self.pagina])],
[self.picks[self.pagina][key] for key in sorted(self.picks[self.pagina])], color = 'green')
self.sublinhas[i][self.pagina] = sublinha
else:
self.sublinhas[i][self.pagina].set_data([key for key in sorted(self.picks[self.pagina])],
[self.picks[self.pagina][key] for key in sorted(self.picks[self.pagina])])
if self.linhasPick[self.pagina] != None and bool(self.picks[self.pagina]) == True:
self.linhasPick[self.pagina].set_data([key for key in sorted(self.picks[self.pagina])],
[self.picks[self.pagina][key] for key in sorted(self.picks[self.pagina])])
self.telas[self.pagina].draw()
del self.coordx[:]
del self.coordy[:]
self.clickOn = False
except:
self.clickOn = False
self.linhaPick.remove()
self.linhaPick = None
if self.pickVelOn == True:
for i in range(len(self.arquivos)):
self.figs[i].canvas.mpl_disconnect(self.conVelClick[i])
self.figs[i].canvas.mpl_disconnect(self.conVelMov[i])
self.figs[i].canvas.mpl_disconnect(self.conVelSoltar[i])
self.conVelClick[i] = None
self.conVelMov[i] = None
self.conVelSoltar[i] = None
self.pickVelOn = False
self.statusVel.configure(text='',fg='blue')
if self.pickAmostraAtivado == True:
for i in range(len(self.arquivos)):
self.figs[self.pagina].canvas.mpl_disconnect(self.conAmostra[i])
self.conAmostra[i] = None
self.statusCortador.configure(text='', fg='blue')
self.pickAmostraAtivado = False
for i in range(len(self.arquivos)):
con1 = self.figs[i].canvas.mpl_connect('motion_notify_event', movimento)
con2 = self.figs[i].canvas.mpl_connect('button_release_event', soltar)
con3 = self.figs[i].canvas.mpl_connect('button_press_event', pick)
self.conPickClick[i] = con3
self.conPickMov[i] = con1
self.conPickSoltar[i] = con2
else:
for i in range(len(self.arquivos)):
self.figs[i].canvas.mpl_disconnect(self.conPickClick[i])
self.figs[i].canvas.mpl_disconnect(self.conPickMov[i])
self.figs[i].canvas.mpl_disconnect(self.conPickSoltar[i])
self.conPickClick[i] = None
self.conPickMov[i] = None
self.conPickSoltar[i] = None
self.pickMode = False
self.statusPick.configure(text='',fg='blue')
def verCurva(self):
if self.plotExiste == True:
root = Tk()
root.title('Refrapy - Sispick')
fig = plt.figure()
ax = fig.add_subplot(111)
for i in range(len(self.arquivos)):
del self.bolas[i][:]
del self.indicadores[i][:]
for i in range(len(self.arquivos)):
if bool(self.picks[i]) == True:
ax.plot([key for key in sorted(self.picks[i])],
np.array([self.picks[i][key] for key in sorted(self.picks[i])]))
for key in sorted(self.picks[i]):
bola = ax.scatter(key, self.picks[i][key],s=40,c = 'white',edgecolors='b',picker = 5)
self.bolas[i].append(bola)
def click(event):
for i in range(len(self.arquivos)):
if event.artist in self.bolas[i]:
event.artist.set_color('blue')
indicador = self.axes[i].scatter(float(event.artist.get_offsets()[0][0]),
float(event.artist.get_offsets()[0][1]), s = 300, c ='blue', alpha = .5)
self.indicadores[i].append(indicador)
fig.canvas.draw()
self.figs[i].canvas.draw()
plt.title('Preview of travel time curves')
plt.xlabel('Distance (m)')
plt.ylabel('Time (ms)')
plt.grid()
canvas = FigureCanvasTkAgg(fig, root)
canvas.draw()
canvas.get_tk_widget().pack(fill='both', expand=True)
fig.canvas.mpl_connect('pick_event', click)
root.mainloop()
def ligarPicks(self):
if self.plotExiste == True:
if self.linhasPick[self.pagina] == None and bool(self.picks[self.pagina]) == True:
linhaPick, = self.axes[self.pagina].plot([key for key in sorted(self.picks[self.pagina])],
[self.picks[self.pagina][key] for key in sorted(self.picks[self.pagina])], color = 'red')
self.linhasPick[self.pagina] = linhaPick
self.figs[self.pagina].canvas.draw()
elif self.linhasPick[self.pagina] != None:
try:
self.linhasPick[self.pagina].remove()
self.linhasPick[self.pagina] = None
self.figs[self.pagina].canvas.draw()
except:
pass
def removerLinhaPicks(self):
if self.plotExiste == True:
if self.linhasPick[self.pagina] != None:
self.linhasPick[self.pagina].remove()
self.linhasPick[self.pagina] = None
self.figs[self.pagina].canvas.draw()
def limparplot(self):
if self.plotExiste == True:
if len(self.picks[self.pagina]) > 0:
if messagebox.askyesno("Refrapy - Sispick", "Clear picks from the current traces?"):
for i in self.picksArts[self.pagina].values():
i.remove()
self.picks[self.pagina].clear()
self.okpicks[self.pagina].clear()
self.picksArts[self.pagina].clear()
self.telas[self.pagina].draw()
if self.linhasPick[self.pagina] != None:
self.linhasPick[self.pagina].remove()
self.linhasPick[self.pagina] = None
self.figs[self.pagina].canvas.draw()
for i in range(len(self.arquivos)):
if i == self.pagina:
pass
else:
if self.sublinhas[i][self.pagina] != None:
self.sublinhas[i][self.pagina].remove()
self.sublinhas[i][self.pagina] = None
self.telas[i].draw()
def fecharPlot(self):
if self.plotExiste == True:
if messagebox.askyesno("Refrapy - Sispick", "Close the current project?"):
for i in self.frames:
i.destroy()
for i in self.axes:
i.cla()
for i in self.figs:
i.clf()
del self.frames[:],self.figs[:],self.axes[:],self.telas[:],self.listSource[:],self.sts[:], \
self.ticksLabel[:],self.toolbars[:],self.dadosCrus[:],self.dadosNorms[:],self.ganho[:], \
self.filtros[:],self.filtrosHP[:],self.filtrosLP[:],self.copiasCruas[:],self.copiasNorms[:], \
self.clips[:],self.sombreamentos[:],self.picks[:],self.picksArts[:],self.ndados[:], \
self.freqLP[:],self.freqHP[:],self.coordx[:],self.coordy[:],self.conPickClick[:], \
self.conPickMov[:],self.conPickSoltar[:],self.conVelClick[:],self.conVelMov[:],self.conVelSoltar[:], \
self.conAmostra[:]
self.sublinhas.clear()
self.bolas.clear()
self.indicadores.clear()
self.plotArts.clear()
self.sombArts.clear()
self.coordsx.clear()
self.coordsy.clear()
self.linhasVel.clear()
self.textoVel.clear()
self.tracosMax.clear()
self.plotExiste, self.pickMode, self.yinvertido, self.normalizado, self.optAberto, self.pickAmostraAtivado, \
self.clickOn,self.pickVelOn = False,False,False,False,False,False,False,False
self.arquivos, self.formato, self.eventCon, self.pagina, self.recordlen, self.linhaVel, \
self.linhaPick = None,None,None,None,None,None,None
self.fatorY, self.valorGanho, self.fatorLP, self.fatorHP = 0.8, 2, 0.8, 1.5
self.status.configure(text = '',fg='red')
self.statusPick.configure(text = '',fg='blue')
self.statusVel.configure(text = '',fg='blue')
self.statusCortador.configure(text = '',fg='blue')
self.statusPA.configure(text = '', fg = 'green')
self.statusPB.configure(text = '', fg = 'green')
def conferidorIndividual(self):
if self.clips[self.pagina] == True:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].get_xdata()[self.plotArts[self.pagina][j].get_xdata() < self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina]-((self.valordx[self.pagina]/2)*0.9)] = self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina]-((self.valordx[self.pagina]/2)*0.9)
self.plotArts[self.pagina][j].get_xdata()[self.plotArts[self.pagina][j].get_xdata() > self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina]+((self.valordx[self.pagina]/2)*0.9)] = self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina]+((self.valordx[self.pagina]/2)*0.9)
self.plotArts[self.pagina][j].set_xdata(self.plotArts[self.pagina][j].get_xdata())
if self.sombreamentos[self.pagina] == 'neg':
for j in range(self.canais[self.pagina]):
self.sombArts[self.pagina][:].pop(j).remove()
del self.sombArts[self.pagina][:]
for j in range(self.canais[self.pagina]):
somb = self.axes[self.pagina].fill_betweenx(self.plotArts[self.pagina][j].get_ydata(),
self.posicaoGeof1[self.pagina]+self.valordx[self.pagina]*j,
self.plotArts[self.pagina][j].get_xdata(),
where = self.plotArts[self.pagina][j].get_xdata() >= self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina],color='black')
self.sombArts[self.pagina].append(somb)
elif self.sombreamentos[self.pagina] == 'pos':
for j in range(self.canais[self.pagina]):
self.sombArts[self.pagina][:].pop(j).remove()
del self.sombArts[self.pagina][:]
for j in range(self.canais[self.pagina]):
somb = self.axes[self.pagina].fill_betweenx(self.plotArts[self.pagina][j].get_ydata(),
self.posicaoGeof1[self.pagina]+self.valordx[self.pagina]*j,
self.plotArts[self.pagina][j].get_xdata(),
where = self.plotArts[self.pagina][j].get_xdata() <= self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina],color='black')
self.sombArts[self.pagina].append(somb)
self.figs[self.pagina].canvas.draw()
def conferidorGeral(self):
for i in range(len(self.arquivos)):
if self.clips[i] == True:
for j in range(self.canais[i]):
self.plotArts[i][j].get_xdata()[self.plotArts[i][j].get_xdata() < self.posicaoGeof1[i]+j*self.valordx[i]-((self.valordx[i]/2)*0.9)] = self.posicaoGeof1[i]+j*self.valordx[i]-((self.valordx[i]/2)*0.9)
self.plotArts[i][j].get_xdata()[self.plotArts[i][j].get_xdata() > self.posicaoGeof1[i]+j*self.valordx[i]+((self.valordx[i]/2)*0.9)] = self.posicaoGeof1[i]+j*self.valordx[i]+((self.valordx[i]/2)*0.9)
self.plotArts[self.pagina][j].set_xdata(self.plotArts[self.pagina][j].get_xdata())
if self.sombreamentos[i] == 'neg':
for j in range(self.canais[i]):
self.sombArts[i][:].pop(j).remove()
del self.sombArts[i][:]
for j in range(self.canais[i]):
somb = self.axes[i].fill_betweenx(self.plotArts[i][j].get_ydata(),
self.posicaoGeof1[i]+self.valordx[i]*j,
self.plotArts[i][j].get_xdata(),
where = self.plotArts[i][j].get_xdata() >= self.posicaoGeof1[i]+j*self.valordx[i],color='black')
self.sombArts[i].append(somb)
elif self.sombreamentos[i] == 'pos':
for j in range(self.canais[i]):
self.sombArts[i][:].pop(j).remove()
del self.sombArts[i][:]
for j in range(self.canais[i]):
somb = self.axes[i].fill_betweenx(self.plotArts[i][j].get_ydata(),
self.posicaoGeof1[i]+self.valordx[i]*j,
self.plotArts[i][j].get_xdata(),
where = self.plotArts[i][j].get_xdata() <= self.posicaoGeof1[i]+j*self.valordx[i],color='black')
self.sombArts[i].append(somb)
self.telas[i].draw()
def ampup(self):
if self.plotExiste == True:
self.ganho[self.pagina] *= self.valorGanho
if self.normalizado == True:
if self.filtros[self.pagina] != True:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_xdata(self.dadosNorms[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina])
else:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_xdata(self.copiasNorms[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina])
else:
if self.filtros[self.pagina] != True:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_xdata(self.dadosCrus[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina])
else:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_xdata(self.copiasCruas[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina])
self.conferidorIndividual()
def ampdown(self):
if self.plotExiste == True:
self.ganho[self.pagina] /= self.valorGanho
if self.normalizado == True:
if self.filtros[self.pagina] != True:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_xdata(self.dadosNorms[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina])
else:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_xdata(self.copiasNorms[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina])
else:
if self.filtros[self.pagina] != True:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_xdata(self.dadosCrus[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina])
else:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_xdata(self.copiasCruas[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina])
self.conferidorIndividual()
def amostrasDefault(self):
if self.plotExiste == True:
if int(self.ndados[self.pagina]) != int(len(self.sts[0][0])):
if messagebox.askyesno('Refrapy - Sispick', 'Update plots to original number of samples (%d)?'%int(len(self.sts[0][0]))):
self.ndados[self.pagina] = int(len(self.sts[0][0]))
if self.normalizado == True:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_data(self.dadosNorms[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina],
[self.sts[self.pagina][0].stats.delta*k*1000 for k in range(int(self.ndados[self.pagina]))])
else:
for j in range(self.canais[self.pagina]):
self.plotArts[self.pagina][j].set_data(self.dadosCrus[self.pagina][j][0:self.ndados[self.pagina]]*(-1)*self.ganho[self.pagina]+self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina],
[self.sts[self.pagina][0].stats.delta*k*1000 for k in range(int(self.ndados[self.pagina]))])
self.axes[self.pagina].set_ylim([0,1000*(self.sts[self.pagina][0].stats.delta*self.ndados[self.pagina])])
if self.yinvertido == True:
plt.figure(self.pagina)
plt.gca().invert_yaxis()
self.conferidorIndividual()
def menosy(self):
if self.plotExiste == True:
if self.yinvertido == True:
self.axes[self.pagina].set_ylim([0,float(self.axes[self.pagina].get_ylim()[0])*self.fatorY])
plt.figure(self.pagina)
plt.gca().invert_yaxis()
else:
self.axes[self.pagina].set_ylim([0,float(self.axes[self.pagina].get_ylim()[1])*self.fatorY])
self.figs[self.pagina].canvas.draw()
def maisy(self):
if self.plotExiste == True:
if self.yinvertido == True:
self.axes[self.pagina].set_ylim([0,float(self.axes[self.pagina].get_ylim()[0])/self.fatorY])
plt.figure(self.pagina)
plt.gca().invert_yaxis()
else:
self.axes[self.pagina].set_ylim([0,float(self.axes[self.pagina].get_ylim()[1])/self.fatorY])
self.figs[self.pagina].canvas.draw()
def normalizar(self):
if self.plotExiste == True:
if self.normalizado == False:
for i in range(len(self.arquivos)):
if self.filtros[i] != True:
for j in range(self.canais[i]):
self.plotArts[i][j].set_xdata(self.dadosNorms[i][j][0:self.ndados[i]]*(-1)*self.ganho[i]+self.posicaoGeof1[i]+j*self.valordx[i])
else:
messagebox.showinfo('','Remove applied filters to normalize traces')
self.normalizado = True
else:
for i in range(len(self.arquivos)):
if self.filtros[i] != True:
for j in range(self.canais[i]):
self.plotArts[i][j].set_xdata(self.dadosCrus[i][j][0:self.ndados[i]]*(-1)*self.ganho[i]+self.posicaoGeof1[i]+j*self.valordx[i])
else:
messagebox.showinfo('','Remove applied filters to denormalize traces')
self.normalizado = False
self.conferidorGeral()
def sombNull(self):
if self.plotExiste == True:
if self.sombreamentos[self.pagina] == 'pos' or self.sombreamentos[self.pagina] == 'neg':
for j in range(self.canais[self.pagina]):
self.sombArts[self.pagina][:].pop(j).remove()
del self.sombArts[self.pagina][:]
self.figs[self.pagina].canvas.draw()
self.sombreamentos[self.pagina] = 'null'
def sombNeg(self):
if self.plotExiste == True:
if self.sombreamentos[self.pagina] == 'pos' or self.sombreamentos[self.pagina] == 'null':
try:
for j in range(self.canais[self.pagina]):
self.sombArts[self.pagina][:].pop(j).remove()
del self.sombArts[self.pagina][:]
except:
pass
for j in range(self.canais[self.pagina]):
somb = self.axes[self.pagina].fill_betweenx(self.plotArts[self.pagina][j].get_ydata(),
self.posicaoGeof1[self.pagina]+self.valordx[self.pagina]*j,
self.plotArts[self.pagina][j].get_xdata(),
where = self.plotArts[self.pagina][j].get_xdata() >= self.posicaoGeof1[self.pagina]+j*self.valordx[self.pagina],color='black')
self.sombArts[self.pagina].append(somb)
self.sombreamentos[self.pagina] = 'neg'
self.figs[self.pagina].canvas.draw()
def sombPos(self):
if self.plotExiste == True:
if self.sombreamentos[self.pagina] == 'neg' or self.sombreamentos[self.pagina] == 'null':
try:
for j in range(self.canais[self.pagina]):
self.sombArts[self.pagina][:].pop(j).remove()
del self.sombArts[self.pagina][:]
except:
pass
for j in range(self.canais[self.pagina]):
somb = self.axes[self.pagina].fill_betweenx(self.plotArts[self.pagina][j].get_ydata(),
self.posicaoGeof1[self.pagina]+self.valordx[self.pagina]*j,