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# import numpy as np
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from pathlib import Path
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class DataPlot():
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'''
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从文件读取数据，出来成待显示数据
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'''
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# def __init__(self, mypanel, ):
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def __init__(self, ):
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# self.mypanel = mypanel
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# self.__eventManager = eventManger
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# self.dataSaveFile = DATA_FNAME_WITHOUT_WATER
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# self.axes_title = "Water Attenuation Coefficient"
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# self.axes_xlabel = "Wavelength (nm)"
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# self.axes_ylabel = "Attenuation Coefficient m(-1)"
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# self.axes_title = "Attenuation Coefficient Demo"
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self.demo_time = ''
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self.demo_wl = [] # 纯水
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self.demo_data = [] # 纯水
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self.wavelength = None
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self.data_one = None
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self.data_multi = None
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# self.mode = "one" # multi
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# self.begin_line = None
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# self.line_interval = None
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self.fpath :Path = Path()
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self.total_lines = 0
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self.token = ";"
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# self.MPL = myPanel.MPL_Panel(self) # 调用自己建立的 panel 类
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# self.Figure = self.MPL.Figure
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# self.axes = self.MPL.axes
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# self.FigureCanvas = self.MPL.FigureCanvas
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def set_file_path( self, fpath:Path ):
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self.fpath = fpath
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pass
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def set_wavelength(self):
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pass
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# def set_mode(self, mode ="one"):
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# self.mode = mode
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# pass
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def set_token(self, token =";"):
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self.token = token
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pass
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def set_begin_line( self, lineno = 0 ):
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self.begin_line = lineno
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pass
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def set_line_interval( self, line_interval = 0 ):
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self.line_interval = line_interval
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pass
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def get_total_lines( self, ):
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''' 大文件 '''
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count = 0
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thefile = open( self.fpath, 'rb')
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while True:
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buffer = thefile.read(8192*1024)
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if not buffer:
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break
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count += buffer.count(b'\n')
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self.total_lines = count + 1
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def get_wavelength_from_file( self, ):
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tmp = self.get_first_line()
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self.wavelength = tmp.split(self.token)[1:]
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pass
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def get_reverse_x_lineno( self, x ):
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line = self.__get_reverse_x_lineno(x)
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line = line.split(self.token)
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return line[0], line[1:]
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pass
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def get_multi_by_x_m_n( self, x,m,n ):
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# res_time = []
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# res_lines = []
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lines = self.__get_reverse_x_m_n_line(x,m,n)
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# print(f'+++++ {lines}')
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# for i in range(len(lines)):
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# ln =
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# res_time.append( lines[i] [0] )
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# res_lines.append( lines[i][1:] )
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# return res_time, res_lines
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return lines
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pass
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# def get_designated_by_x_m_n( self, x,m,n ):
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# lines = self.__get_designated_x_m_n_line(x,m,n)
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# pass
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def __get_reverse_x_lineno(self, x):
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"""
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获得倒数第x行
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"""
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try:
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# filesize = os.path.getsize(self.fpath)
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filesize = self.fpath.stat().st_size
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if filesize == 0:
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return None
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else:
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with open(self.fpath, 'rb') as fp: # to use seek from end, must use mode 'rb'
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offset = -8 # initialize offset
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while -offset < filesize: # offset cannot exceed file size
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fp.seek(offset, 2) # read # offset chars from eof(represent by number '2')
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lines = fp.readlines() # read from fp to eof
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if len(lines) >= x+1: # if contains at least 2 lines
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return lines[-1*x] # then last line is totally included
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else:
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offset *= 2 # enlarge offset
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fp.seek(0)
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lines = fp.readlines()
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if len(lines) < x:
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raise Exception("行数有误，请重试")
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return lines[-1*x]
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except FileNotFoundError:
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print(self.fpath.name + ' not found!')
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return None
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def __get_reverse_x_m_n_line(self, x, m=1, n=1):
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"""
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获得倒数第x行, 间隔m行, 共取n个行
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"""
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print(f'__get_reverse_x_m_n_line {x} {self.fpath}')
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min_lines = x + m*n
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res_lines = []
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try:
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# filesize = os.path.getsize(self.fpath)
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filesize = self.fpath.stat().st_size
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if filesize == 0:
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return None
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else:
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with open(self.fpath, 'rb') as fp: # to use seek from end, must use mode 'rb'x
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offset = -8 # initialize offset
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while -offset < filesize: # offset cannot exceed file size
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fp.seek( offset, 2 ) # read # offset chars from eof(represent by number '2')
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lines = fp.readlines() # read from fp to eof
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if len(lines) > min_lines+1 :
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for i in range(n):
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res_lines.append( lines[-1*(x+m*i)].decode())
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return res_lines
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else:
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offset *= 2 # enlarge offset
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fp.seek( 0 )
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lines = fp.readlines( )
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if len(lines) < min_lines:
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raise Exception("行数有误，请重试")
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for i in range(n):
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res_lines.append( lines[-1*(x+m*i)].decode())
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return res_lines
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except FileNotFoundError:
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print(self.fpath.name + ' not found!')
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return None
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# def __get_designated_x_m_n_line(self, x, m=1, n=1):
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# """
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# 获得倒数第x行, 间隔m行, 共取n个行
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# """
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# print(f'__get_designated_x_m_n_line {x} {self.fpath}')
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# min_lines = x + m*n +1 # 考虑抬头 波长
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# res_lines = []
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# try:
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# # filesize = os.path.getsize(self.fpath)
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# filesize = self.fpath.stat().st_size
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# if filesize == 0:
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# return None
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# else:
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# with open(self.fpath, 'rb') as fp: # to use seek from end, must use mode 'rb'x
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# offset = -8 # initialize offset
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# while -offset < filesize: # offset cannot exceed file size
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# fp.seek( offset, 2 ) # read # offset chars from eof(represent by number '2')
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# lines = fp.readlines() # read from fp to eof
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# if len(lines) > min_lines+1 :
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# print(lines[-1])
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# for i in range(n):
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# print(f" {x} {m} {n } {-1*(x+m*i)}")
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# tmp = lines[-1*(x+m*i)]
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# print( tmp )
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# res_lines.append( tmp.decode())
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# return res_lines
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# else:
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# offset *= 2 # enlarge offset
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# fp.seek( 0 )
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# lines = fp.readlines( )
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# if len(lines) < min_lines:
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# raise Exception("行数有误，请重试")
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# for i in range(n):
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# res_lines.append( lines[-1*(x+m*i)].decode())
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# return res_lines
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# except FileNotFoundError:
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# print( self.fpath.name + ' not found!' )
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# return None
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def get_first_line(self, ):
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firstline = ''
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with open(self.fpath, 'rb') as fp: # to use seek from end, must use mode 'rb'x
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firstline = fp.readline()
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return firstline.decode()
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def get_last_line(self,filename:Path):
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"""
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获得最后一行
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:param filename: file name
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:return: last line or None for empty file
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"""
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try:
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filesize = filename.stat().st_size
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if filesize == 0:
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return None
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else:
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with open(filename, 'rb') as fp: # to use seek from end, must use mode 'rb'
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offset = -8 # initialize offset
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while -offset < filesize: # offset cannot exceed file size
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fp.seek(offset, 2) # read # offset chars from eof(represent by number '2')
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lines = fp.readlines() # read from fp to eof
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if len(lines) >= 2: # if contains at least 2 lines
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return lines[-1] # then last line is totally included
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else:
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offset *= 2 # enlarge offset
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fp.seek(0)
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lines = fp.readlines()
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return lines[-1]
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except FileNotFoundError:
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print(filename + ' not found!')
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return None
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def tail(file, taillines=500, return_str=True, avg_line_length=None):
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"""
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大文件的尾行，小文件会导致报错
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taillines : 读取尾部多少行
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avg_line_length:每行字符平均数,
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return_str:返回类型，默认为字符串，False为列表。
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offset:每次循环相对文件末尾指针偏移数
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f.tell() 当前指针位置
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f.seek(a,b) a 偏移量， b:0 1 2 ，文件头 当前位置 文件尾部
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"""
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with open(file, errors='ignore') as f:
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if not avg_line_length:
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f.seek(0, 2)
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f.seek(f.tell() - 3000)
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avg_line_length = int(3000 / len(f.readlines())) + 10
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f.seek(0, 2)
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end_pointer = f.tell()
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offset = taillines * avg_line_length
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if offset > end_pointer:
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f.seek(0, 0)
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lines = f.readlines()[-taillines:]
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return "".join(lines) if return_str else lines
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offset_init = offset
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i = 1
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while len(f.readlines()) < taillines:
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location = f.tell() - offset
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f.seek(location)
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i += 1
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offset = i * offset_init
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if f.tell() - offset < 0:
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f.seek(0, 0)
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break
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else:
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f.seek(end_pointer - offset)
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lines = f.readlines()
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if len(lines) >= taillines:
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lines = lines[-taillines:]
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return "".join(lines) if return_str else lines
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# def makeMsg(self,key,value):
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# """
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# 事件对象：制造事件
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# 将事件写入event 并send
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# """
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# # event = eventManager.Event( type_ = eventManager.EVENT_MSG)
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# event.dict[key] = value
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# # 发送事件
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# self.__eventManager.SendEvent(event)
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if __name__ == "__main__":
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d = DataPlot()
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# def plot_demo( self, time_, data ,wavelength):
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# '''
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# @ 根据数据画demo曲线
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# '''
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# x = np.array( wavelength ).astype(np.float)
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# datetime_ = str(time_ )
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# y = np.array(data).astype(np.float)
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# self.mypanel.axes.clear() # 清空上次画的内容
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# self.mypanel.axes.set_title( self.axes_title )
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# self.mypanel.axes.set_xlabel( self.axes_xlabel )
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# self.mypanel.axes.set_ylabel( self.axes_ylabel )
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# self.mypanel.axes.plot(x, y, color="green", linewidth=0.5 , label=datetime_ )
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# self.mypanel.axes.legend()
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# self.mypanel.axes.grid(True)
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# self.mypanel.FigureCanvas.draw()
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# def plot_one( self, time_, data ,wavelength):
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# '''
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# @ 根据数据画一条曲线
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# @ 参数 data
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# '''
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# x = np.array( wavelength ).astype(np.float)
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# datetime_ = str(time_ )
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# y = np.array(data).astype(np.float)
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# self.mypanel.axes.clear() # 清空上次画的内容
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# self.mypanel.axes.set_title( self.axes_title )
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# self.mypanel.axes.set_xlabel( self.axes_xlabel )
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# self.mypanel.axes.set_ylabel( self.axes_ylabel )
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# self.mypanel.axes.plot(x, y, color="green", linewidth=0.5 , label=datetime_ )
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# self.mypanel.axes.legend()
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# self.mypanel.axes.grid(True)
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# self.mypanel.FigureCanvas.draw()
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# def plotOne( self, data ):
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# '''
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# @ 根据数据画一条曲线
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# @ 参数 data
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# '''
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# x = np.array( self.wavelength ).astype(np.float)
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# datetime_ = data[0]
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# y = np.array(data[1:]).astype(np.float)
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# self.mypanel.axes.clear() # 清空上次画的内容
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# self.mypanel.axes.set_title( self.axes_title )
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# self.mypanel.axes.set_xlabel( self.axes_xlabel )
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# self.mypanel.axes.set_ylabel( self.axes_ylabel )
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# self.mypanel.axes.plot(x, y, color="green", linewidth=0.5 , label=datetime_ )
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# self.mypanel.axes.legend()
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# self.mypanel.axes.grid(True)
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# self.mypanel.FigureCanvas.draw()
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# def OnPlot(self, wl, fpath ):
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# """
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# * 查看历史曲线
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# * 默认从最后一条记录读取
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# """
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# temp = self.__get_last_line( fpath ).decode().split(TOKEN)
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# time_ = temp[0]
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# data = temp[1:]
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# # 加判断波长
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# print(fpath)
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# if len(data) > len( wl ):
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# for i in range( len(data)-len(wl) ):
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# data.pop()
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# self.plot_one( time_ , data, wl )
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# def plotSeven(self,wavelength,d):
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# '''
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# * 根据数据画七条曲线
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# * 兼容数量不够七条的
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# '''
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# # myDebug.MyDebug.log_info( ":::::::::::: Class : %s -> Function : get_file_list " % ( __name__, ) )
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# # myDebug.MyDebug.log_ctl( " d len : %s " % ( len(d), ) )
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# # myDebug.MyDebug.log_ctl( " d : %s " % ( d, ) )
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# x = np.array( wavelength ).astype(np.float)
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# self.mypanel.axes.clear() # 清空上次画的内容
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# self.mypanel.axes.set_title( self.axes_title )
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# self.mypanel.axes.set_xlabel( self.axes_xlabel )
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# self.mypanel.axes.set_ylabel( self.axes_ylabel )
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# # 处理 data
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# length = len(d)
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# data = []
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# for s in d:
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# ss = s.split(TOKEN)
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# ss0 = ss[0]
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# ss1 = ss[1:]
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# # 去掉尾部多余
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# if len(ss1) > len( wavelength ):
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# for i in range( len(ss1)-len(wavelength) ):
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|
# ss1.pop()
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|
# data.append( [ss0, ss1] )
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|
# print( " data : %s " % ( len(data) , ) )
|
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# if length >=1 :
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|
# print( " data[0][0] %s " % (data[0][0],))
|
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|
# d0 = data[0][0]
|
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|
# y0 =np.array(data[0][1]).astype(np.float)
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|
# self.mypanel.axes.plot(x, y0, 'r', linewidth=0.5 , label = d0 )
|
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|
# # len(data) =2
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|
# if len(data) >=2 :
|
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|
# d1 = data[1][0]
|
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|
# y1 =np.array(data[1][1]).astype(np.float)
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|
# self.mypanel.axes.plot(x, y1, color='orange', linewidth=0.5 , label=d1 )
|
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|
|
# # len(data) =3
|
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|
|
# if len(data) >=3 :
|
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|
|
# d2 = data[2][0]
|
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|
|
# y2 =np.array(data[2][1]).astype(np.float)
|
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|
|
# self.mypanel.axes.plot(x, y2, 'y', linewidth=0.5 , label=d2 )
|
|
|
|
|
# # len(data) =4
|
|
|
|
|
# if len(data) >=4 :
|
|
|
|
|
# d3 = data[3][0]
|
|
|
|
|
# y3 =np.array(data[3][1]).astype(np.float)
|
|
|
|
|
# self.mypanel.axes.plot(x, y3, 'g', linewidth=0.5 , label=d3 )
|
|
|
|
|
# # len(data) =5
|
|
|
|
|
# if len(data) >=5 :
|
|
|
|
|
# d4 = data[4][0]
|
|
|
|
|
# y4 =np.array(data[4][1]).astype(np.float)
|
|
|
|
|
# self.mypanel.axes.plot(x, y4, 'c', linewidth=0.5 , label=d4 )
|
|
|
|
|
# # len(data) =6
|
|
|
|
|
# if len(data) >=6 :
|
|
|
|
|
# d5 = data[5][0]
|
|
|
|
|
# y5 =np.array(data[5][1]).astype(np.float)
|
|
|
|
|
# self.mypanel.axes.plot(x, y5, 'b', linewidth=0.5 , label=d5 )
|
|
|
|
|
# # len(data) =7
|
|
|
|
|
# if len(data) >=7 :
|
|
|
|
|
# d6 = data[6][0]
|
|
|
|
|
# y6 =np.array(data[6][1]).astype(np.float)
|
|
|
|
|
# self.mypanel.axes.plot(x, y6, color='purple', linewidth=0.5 , label=d6 )
|
|
|
|
|
|
|
|
|
|
# self.mypanel.axes.legend()
|
|
|
|
|
# self.mypanel.axes.grid( True )
|
|
|
|
|
# self.mypanel.FigureCanvas.draw()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# def OnPlot_7(self, wl, fpath):
|
|
|
|
|
# """
|
|
|
|
|
# 最后间隔七条
|
|
|
|
|
# 默认间隔数为1
|
|
|
|
|
# """
|
|
|
|
|
# result_line = []
|
|
|
|
|
# count = 0
|
|
|
|
|
# thefile = open( fpath, 'rb')
|
|
|
|
|
# while True:
|
|
|
|
|
# buffer = thefile.read(8192*1024)
|
|
|
|
|
# if not buffer:
|
|
|
|
|
# break
|
|
|
|
|
# count += buffer.count(b'\n')
|
|
|
|
|
# count = count + 1
|
|
|
|
|
# self.makeMsg(1, u" 文件共有 " + str(count) + " 行" )
|
|
|
|
|
# # self.statusBar.SetStatusText(u" 文件共有 "+str(count)+" 行",0)
|
|
|
|
|
# # 判断文件是否已有数据
|
|
|
|
|
# if count == 0:
|
|
|
|
|
# #print('文件没有内容！')
|
|
|
|
|
# self.makeMsg(2, u"数据文件没有记录！" )
|
|
|
|
|
# # with wx.MessageDialog(self, u"数据文件没有记录！", u"错误提示", wx.OK )as dlg:
|
|
|
|
|
# # dlg.ShowModal()
|
|
|
|
|
# elif count < 8:
|
|
|
|
|
# for i in range(count-1):
|
|
|
|
|
# result_line.append(linecache.getline( fpath, count-i).strip("\n"))
|
|
|
|
|
# else:
|
|
|
|
|
# for i in range(7):
|
|
|
|
|
# result_line.append(linecache.getline( fpath, count-i).strip("\n"))
|
|
|
|
|
|
|
|
|
|
# # 画7天的图像
|
|
|
|
|
# thefile.close()
|
|
|
|
|
# self.plotSeven( wl,result_line )
|
|
|
|
|
|
|
|
|
|
# def OnPlot_D(self, wl,fpath, interval, begin):
|
|
|
|
|
# """
|
|
|
|
|
# 指定位置间隔七条
|
|
|
|
|
# 考虑数据是否够
|
|
|
|
|
# """
|
|
|
|
|
# # print( "i am plot d")
|
|
|
|
|
# # self.readConfig()
|
|
|
|
|
# result_line = []
|
|
|
|
|
# count = 0
|
|
|
|
|
# thefile = open( fpath, 'rb')
|
|
|
|
|
# while True:
|
|
|
|
|
# buffer = thefile.read(8192*1024)
|
|
|
|
|
# if not buffer:
|
|
|
|
|
# break
|
|
|
|
|
# count += buffer.count(b'\n')
|
|
|
|
|
# count = count + 1
|
|
|
|
|
# self.makeMsg(1, u" 文件共有 "+str(count)+" 行" )
|
|
|
|
|
|
|
|
|
|
# # 判断文件绘图参数设置是否正确
|
|
|
|
|
# if count == 0:
|
|
|
|
|
# #print('文件没有内容！')
|
|
|
|
|
# self.makeMsg(2, u"数据文件没有记录！" )
|
|
|
|
|
# # with wx.MessageDialog(self, u"数据文件没有记录！", u"错误提示", wx.OK )as dlg:
|
|
|
|
|
# # dlg.ShowModal()
|
|
|
|
|
# elif ( interval*7 + begin ) < (count-1):
|
|
|
|
|
# for i in range(7):
|
|
|
|
|
# result_line.append( linecache.getline( fpath,count-begin-i*interval ).strip("\n") )
|
|
|
|
|
# else:
|
|
|
|
|
# for i in range( ( (count-1)-begin )//interval ):
|
|
|
|
|
# result_line.append(linecache.getline( fpath,count-begin-i*interval ).strip("\n") )
|
|
|
|
|
|
|
|
|
|
# # 画7天的图像
|
|
|
|
|
# thefile.close()
|
|
|
|
|
# self.plotSeven( wl, result_line )
|
|
|
|
|
|
