from visdom import Visdom import random import numpy as np import os import time def InitVisdom(): # nohub python3 -m visdom.server > visdom.server.log 2 > &1 # subprocess.Popen("python3 -m visdom.server > visdom.server.log 2>&1", shell=True) os.popen("python3 -m visdom.server > visdom.server.log 2>&1") time.sleep(3) # to wait vindom.server started # viz = Visdom() # assert viz.check_connection() # viz.close() print("Connect http://localhost:8097") class Line(object): def __init__(self, windows, name, size): super(Line, self).__init__() self.name = name self.size = size self.win = windows def __init__(self, windows): super(Line, self).__init__() self.name = str(random.random()) self.size = 0 self.win = windows def __init__(self, windows, name): super(Line, self).__init__() self.name = name self.size = 0 self.win = windows def AppendData(self, y, x=None): self.win.AppendData(self, y, x) class LineWin(object): def __init__(self): super(LineWin, self).__init__() self.viz = Visdom() self.name = str(random.random()) self.win = self.viz.line( X=np.array([0]), Y=np.array([0]), name=self.name ) self.data = np.array([]) def AppendLine(self, y): if not isinstance(y, list): y = [y] linename = str(random.random()) self.viz.line( X=np.array(range(len(y))), Y=np.array(y), opts=dict(markercolor=np.array([50]), markersymbol='dot',), win=self.win, update="new", name=linename, ) return Line(linename, len(y)) def AppendData(self, line, y, x=None): y = [y] Y = np.array(y).reshape((-1)) X = [] if x: x = [x] X = np.array(X).reshape((-1)) else: X = np.array(range(line.size, line.size+len(Y))) self.viz.line( Y=Y, X=X, win=self.win, update="append", name=line.name ) line.size = line.size + len(y)