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'''
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Created on Feb 7, 2012
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@autor $Author: dsuarez $
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@version $Id: BaseGraph.py 117 2012-09-04 21:16:59Z dsuarez $
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'''
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#from __future__ import division
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#import os
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import numpy
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#import sys
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import time
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import datetime
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#import plplot
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import matplotlib as mpl
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mpl.use('TKAgg')
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import matplotlib.pyplot as plt
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import scitools.numpyutils as sn
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def cmap1_init(colormap='gray'):
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# if colormap == None:
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# return
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#
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# ncolor = None
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# rgb_lvl = None
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#
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# # Routine for defining a specific color map 1 in HLS space.
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# # if gray is true, use basic grayscale variation from half-dark to light.
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# # otherwise use false color variation from blue (240 deg) to red (360 deg).
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#
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# # Independent variable of control points.
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# i = numpy.array((0., 1.))
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# if colormap=='gray':
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# ncolor = 256
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# # Hue for control points. Doesn't matter since saturation is zero.
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# h = numpy.array((0., 0.))
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# # Lightness ranging from half-dark (for interest) to light.
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# l = numpy.array((0.5, 1.))
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# # Gray scale has zero saturation
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# s = numpy.array((0., 0.))
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#
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# # number of cmap1 colours is 256 in this case.
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# plplot.plscmap1n(ncolor)
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# # Interpolate between control points to set up cmap1.
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# plplot.plscmap1l(0, i, h, l, s)
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#
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# return None
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#
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# if colormap == 'jet':
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# ncolor = 256
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# pos = numpy.zeros((ncolor))
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# r = numpy.zeros((ncolor))
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# g = numpy.zeros((ncolor))
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# b = numpy.zeros((ncolor))
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#
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# for i in range(ncolor):
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# if(i <= 35.0/100*(ncolor-1)): rf = 0.0
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# elif (i <= 66.0/100*(ncolor-1)): rf = (100.0/31)*i/(ncolor-1) - 35.0/31
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# elif (i <= 89.0/100*(ncolor-1)): rf = 1.0
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# else: rf = (-100.0/22)*i/(ncolor-1) + 111.0/22
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#
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# if(i <= 12.0/100*(ncolor-1)): gf = 0.0
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# elif(i <= 38.0/100*(ncolor-1)): gf = (100.0/26)*i/(ncolor-1) - 12.0/26
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# elif(i <= 64.0/100*(ncolor-1)): gf = 1.0
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# elif(i <= 91.0/100*(ncolor-1)): gf = (-100.0/27)*i/(ncolor-1) + 91.0/27
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# else: gf = 0.0
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#
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# if(i <= 11.0/100*(ncolor-1)): bf = (50.0/11)*i/(ncolor-1) + 0.5
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# elif(i <= 34.0/100*(ncolor-1)): bf = 1.0
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# elif(i <= 65.0/100*(ncolor-1)): bf = (-100.0/31)*i/(ncolor-1) + 65.0/31
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# else: bf = 0
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#
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# r[i] = rf
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# g[i] = gf
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# b[i] = bf
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#
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# pos[i] = float(i)/float(ncolor-1)
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#
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#
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# plplot.plscmap1n(ncolor)
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# plplot.plscmap1l(1, pos, r, g, b)
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#
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#
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#
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# if colormap=='br_green':
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# ncolor = 256
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# # Hue ranges from blue (240 deg) to red (0 or 360 deg)
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# h = numpy.array((240., 0.))
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# # Lightness and saturation are constant (values taken from C example).
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# l = numpy.array((0.6, 0.6))
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# s = numpy.array((0.8, 0.8))
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#
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# # number of cmap1 colours is 256 in this case.
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# plplot.plscmap1n(ncolor)
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# # Interpolate between control points to set up cmap1.
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# plplot.plscmap1l(0, i, h, l, s)
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#
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# return None
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#
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# if colormap=='tricolor':
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# ncolor = 3
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# # Hue ranges from blue (240 deg) to red (0 or 360 deg)
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# h = numpy.array((240., 0.))
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# # Lightness and saturation are constant (values taken from C example).
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# l = numpy.array((0.6, 0.6))
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# s = numpy.array((0.8, 0.8))
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#
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# # number of cmap1 colours is 256 in this case.
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# plplot.plscmap1n(ncolor)
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# # Interpolate between control points to set up cmap1.
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# plplot.plscmap1l(0, i, h, l, s)
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#
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# return None
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#
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# if colormap == 'rgb' or colormap == 'rgb666':
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#
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# color_sz = 6
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# ncolor = color_sz*color_sz*color_sz
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# pos = numpy.zeros((ncolor))
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# r = numpy.zeros((ncolor))
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# g = numpy.zeros((ncolor))
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# b = numpy.zeros((ncolor))
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# ind = 0
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# for ri in range(color_sz):
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# for gi in range(color_sz):
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# for bi in range(color_sz):
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# r[ind] = ri/(color_sz-1.0)
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# g[ind] = gi/(color_sz-1.0)
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# b[ind] = bi/(color_sz-1.0)
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# pos[ind] = ind/(ncolor-1.0)
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# ind += 1
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# rgb_lvl = [6,6,6] #Levels for RGB colors
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#
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# if colormap == 'rgb676':
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# ncolor = 6*7*6
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# pos = numpy.zeros((ncolor))
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# r = numpy.zeros((ncolor))
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# g = numpy.zeros((ncolor))
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# b = numpy.zeros((ncolor))
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# ind = 0
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# for ri in range(8):
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# for gi in range(8):
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# for bi in range(4):
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# r[ind] = ri/(6-1.0)
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# g[ind] = gi/(7-1.0)
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# b[ind] = bi/(6-1.0)
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# pos[ind] = ind/(ncolor-1.0)
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# ind += 1
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# rgb_lvl = [6,7,6] #Levels for RGB colors
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#
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# if colormap == 'rgb685':
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# ncolor = 6*8*5
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# pos = numpy.zeros((ncolor))
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# r = numpy.zeros((ncolor))
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# g = numpy.zeros((ncolor))
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# b = numpy.zeros((ncolor))
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# ind = 0
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# for ri in range(8):
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# for gi in range(8):
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# for bi in range(4):
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# r[ind] = ri/(6-1.0)
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# g[ind] = gi/(8-1.0)
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# b[ind] = bi/(5-1.0)
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# pos[ind] = ind/(ncolor-1.0)
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# ind += 1
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# rgb_lvl = [6,8,5] #Levels for RGB colors
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#
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# if colormap == 'rgb884':
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# ncolor = 8*8*4
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# pos = numpy.zeros((ncolor))
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# r = numpy.zeros((ncolor))
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# g = numpy.zeros((ncolor))
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# b = numpy.zeros((ncolor))
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# ind = 0
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# for ri in range(8):
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# for gi in range(8):
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# for bi in range(4):
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# r[ind] = ri/(8-1.0)
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# g[ind] = gi/(8-1.0)
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# b[ind] = bi/(4-1.0)
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# pos[ind] = ind/(ncolor-1.0)
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# ind += 1
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# rgb_lvl = [8,8,4] #Levels for RGB colors
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#
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# if ncolor == None:
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# raise ValueError, 'The colormap selected is not valid'
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#
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# plplot.plscmap1n(ncolor)
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# plplot.plscmap1l(1, pos, r, g, b)
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#
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# return rgb_lvl
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pass
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def setColormap(colormap='jet'):
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# cmap1_init(colormap)
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pass
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def savePlplot(filename,width,height):
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# curr_strm = plplot.plgstrm()
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# save_strm = plplot.plmkstrm()
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# plplot.plsetopt('geometry', '%dx%d'%(width,height))
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# plplot.plsdev('png')
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# plplot.plsfnam(filename)
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# plplot.plcpstrm(curr_strm,0)
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# plplot.plreplot()
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# plplot.plend1()
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# plplot.plsstrm(curr_strm)
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pass
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def initMatplotlib(indexFig,ncol,nrow,winTitle,width,height):
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plt.ioff()
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fig = plt.figure(indexFig)
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fig.canvas.manager.set_window_title(winTitle)
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fig.canvas.manager.resize(width,height)
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# fig.add_subplot(nrow,ncol,1)
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plt.ion()
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def setNewPage():
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# plplot.plbop()
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# plplot.pladv(0)
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plt.clf()
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def closePage():
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# plplot.pleop()
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pass
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def clearData(objGraph):
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objGraph.plotBox(objGraph.xrange[0], objGraph.xrange[1], objGraph.yrange[0], objGraph.yrange[1], 'bc', 'bc')
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objGraph.setColor(15) #Setting Line Color to White
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if objGraph.datatype == 'complex':
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objGraph.basicXYPlot(objGraph.xdata,objGraph.ydata.real)
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objGraph.basicXYPlot(objGraph.xdata,objGraph.ydata.imag)
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if objGraph.datatype == 'real':
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objGraph.basicXYPlot(objGraph.xdata,objGraph.ydata)
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objGraph.setColor(1) #Setting Line Color to Black
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# objGraph.setLineStyle(2)
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# objGraph.plotBox(objGraph.xrange[0], objGraph.xrange[1], objGraph.yrange[0], objGraph.yrange[1], 'bcntg', 'bc')
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# objGraph.setLineStyle(1)
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def setFigure(indexFig):
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# plplot.plsstrm(indexFig)
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plt.figure(indexFig)
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def refresh():
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# plplot.refresh()
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plt.draw()
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def show():
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# plplot.plspause(True)
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# plplot.plend()
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plt.ioff()
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plt.show()
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plt.ion()
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def setPlTitle(pltitle,color, szchar=0.7):
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# setSubpages(1, 0)
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# plplot.pladv(0)
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# plplot.plvpor(0., 1., 0., 1.)
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#
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# if color == 'black':
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# plplot.plcol0(1)
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# if color == 'white':
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# plplot.plcol0(15)
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#
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# plplot.plschr(0.0,szchar)
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# plplot.plmtex('t',-1., 0.5, 0.5, pltitle)
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pass
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def setSubpages(ncol,nrow):
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# plplot.plssub(ncol,nrow)
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pass
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class BaseGraph:
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__name = None
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__xpos = None
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__ypos = None
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__subplot = None
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__xg = None
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__yg = None
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__axesId = None
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xdata = None
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ydata = None
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getGrid = True
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xaxisIsTime = False
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deltax = None
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xmin = None
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xmax = None
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def __init__(self,name,subplot,xpos,ypos,xlabel,ylabel,title,szchar,xrange,yrange,zrange=None,deltax=1.0):
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self.setName(name)
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self.setScreenPos(xpos, ypos)
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self.setSubPlot(subplot)
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self.setXYZrange(xrange,yrange,zrange)
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self.setSizeOfChar(szchar)
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self.setLabels(xlabel,ylabel,title)
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self.getGrid = True
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self.xaxisIsTime = False
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self.deltax = deltax
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pass
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def makeAxes(self,indexFig,nrow,ncol,subplot):
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fig = plt.figure(indexFig)
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self.__axesId = fig.add_subplot(nrow,ncol,subplot)
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def setParentAxesId(self,parent):
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self.__axesId = parent.__axesId
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def setName(self, name):
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self.__name = name
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def setScreenPos(self,xpos,ypos):
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self.__xpos = xpos
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self.__ypos = ypos
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def setSubPlot(self,subplot):
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self.__subplot = subplot
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def setXYZrange(self,xrange,yrange,zrange):
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self.xrange = xrange
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self.yrange = yrange
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self.zrange = zrange
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def setSizeOfChar(self,szchar):
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self.__szchar = szchar
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def setLabels(self,xlabel=None,ylabel=None,title=None):
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if xlabel != None: self.xlabel = xlabel
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if ylabel != None: self.ylabel = ylabel
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if title != None: self.title = title
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def setXYData(self,xdata=None,ydata=None,datatype='real'):
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if ((xdata != None) and (ydata != None)):
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self.xdata = xdata
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self.ydata = ydata
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self.datatype = datatype
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if ((self.xdata == None) and (self.ydata == None)):
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return None
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return 1
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def setLineStyle(self, style):
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# plplot.pllsty(style)
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pass
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def setColor(self, color):
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# plplot.plcol0(color)
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pass
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def setXAxisAsTime(self, value=False):
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self.xaxisIsTime = value
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def basicLineTimePlot(self, x, y, colline=1):
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# plplot.plcol0(colline)
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# plplot.plline(x, y)
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# plplot.plcol0(1)
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ax = self.__axesId
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if self.setXYData() == None:
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ax.plot(x,y)
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else:
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ax.lines[0].set_data(x,y)
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def basicXYPlot(self, x, y):
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# plplot.plline(x, y)
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ax = self.__axesId
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if self.setXYData() == None:
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ax.plot(x,y)
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else:
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ax.lines[0].set_data(x,y)
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def basicPcolorPlot(self, data, x, y, xmin=None, xmax=None, ymin=None, ymax=None, zmin=None, zmax=None):
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#
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# if xmin == None: xmin = x[0]
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# if xmax == None: xmax = x[-1]
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# if ymin == None: ymin = y[0]
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# if ymax == None: ymax = y[-1]
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# if zmin == None: zmin = numpy.nanmin(data)
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# if zmax == None: zmax = numpy.nanmax(data)
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#
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# plplot.plimage(data,
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# float(x[0]),
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# float(x[-1]),
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# float(y[0]),
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# float(y[-1]),
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# float(zmin),
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# float(zmax),
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# float(xmin),
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# float(xmax),
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# float(ymin),
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# float(ymax)
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# )
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pass
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def __getBoxpltr(self, x, y, deltax=None, deltay=None):
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# if not(len(x)>0 and len(y)>0):
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# raise ValueError, 'x axis and y axis are empty'
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#
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# if deltax == None: deltax = x[-1] - x[-2]
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# if deltay == None: deltay = y[-1] - y[-2]
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#
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# x1 = numpy.append(x, x[-1] + deltax)
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# y1 = numpy.append(y, y[-1] + deltay)
|
|
|
#
|
|
|
# xg = (numpy.multiply.outer(x1, numpy.ones(len(y1))))
|
|
|
# yg = (numpy.multiply.outer(numpy.ones(len(x1)), y1))
|
|
|
#
|
|
|
# self.__xg = xg
|
|
|
# self.__yg = yg
|
|
|
#
|
|
|
# return xg, yg
|
|
|
pass
|
|
|
|
|
|
def advPcolorPlot(self, data, x, y, xmin=None, xmax=None, ymin=None, ymax=None, zmin=0., zmax=0., deltax=1.0, deltay=None, getGrid = True):
|
|
|
# if getGrid:
|
|
|
# xg, yg = self.__getBoxpltr(x, y, deltax, deltay)
|
|
|
# else:
|
|
|
# xg = self.__xg
|
|
|
# yg = self.__yg
|
|
|
#
|
|
|
# plplot.plimagefr(data,
|
|
|
# float(xmin),
|
|
|
# float(xmax),
|
|
|
# float(ymin),
|
|
|
# float(ymax),
|
|
|
# 0.,
|
|
|
# 0.,
|
|
|
# float(zmin),
|
|
|
# float(zmax),
|
|
|
# plplot.pltr2,
|
|
|
# xg,
|
|
|
# yg)
|
|
|
|
|
|
ax = self.__axesId
|
|
|
# if self.setXYData() == None:
|
|
|
ax.pcolormesh(x,y,data.T,vmin=zmin,vmax=zmax)
|
|
|
# else:
|
|
|
# ax.lines[0].set_data(x,y)
|
|
|
|
|
|
|
|
|
def colorbarPlot(self, xmin=0., xmax=1., ymin=0., ymax=1.):
|
|
|
# data = numpy.arange(256)
|
|
|
# data = numpy.reshape(data, (1,-1))
|
|
|
# plplot.plimage(data,
|
|
|
# float(xmin),
|
|
|
# float(xmax),
|
|
|
# float(ymin),
|
|
|
# float(ymax),
|
|
|
# 0.,
|
|
|
# 255.,
|
|
|
# float(xmin),
|
|
|
# float(xmax),
|
|
|
# float(ymin),
|
|
|
# float(ymax))
|
|
|
ax = self.__axesId
|
|
|
cax, kw = mpl.colorbar.make_axes(ax)
|
|
|
norm = mpl.colors.Normalize(vmin=ymin, vmax=ymax)
|
|
|
cb = mpl.colorbar.ColorbarBase(cax,norm=norm,**kw)
|
|
|
self.__colorbarId = cb
|
|
|
cb.set_label(self.title)
|
|
|
|
|
|
def plotBox(self, xmin, xmax, ymin, ymax, xopt, yopt, nolabels=False):
|
|
|
|
|
|
# plplot.plschr(0.0,self.__szchar-0.05)
|
|
|
# plplot.pladv(self.__subplot)
|
|
|
# plplot.plvpor(self.__xpos[0], self.__xpos[1], self.__ypos[0], self.__ypos[1])
|
|
|
# plplot.plwind(float(xmin), # self.xrange[0]
|
|
|
# float(xmax), # self.xrange[1]
|
|
|
# float(ymin), # self.yrange[0]
|
|
|
# float(ymax) # self.yrange[1]
|
|
|
# )
|
|
|
#
|
|
|
#
|
|
|
#
|
|
|
# if self.xaxisIsTime:
|
|
|
# plplot.pltimefmt('%H:%M')
|
|
|
# timedelta = (xmax - xmin + 1)/8.
|
|
|
# plplot.plbox(xopt, timedelta, 3, yopt, 0.0, 0)
|
|
|
# else:
|
|
|
# plplot.plbox(xopt, 0.0, 0, yopt, 0.0, 0)
|
|
|
#
|
|
|
#
|
|
|
# if not(nolabels):
|
|
|
# plplot.pllab(self.xlabel, self.ylabel, self.title)
|
|
|
|
|
|
ax = self.__axesId
|
|
|
ax.set_xlim([xmin,xmax])
|
|
|
ax.set_ylim([ymin,ymax])
|
|
|
|
|
|
if not(nolabels):
|
|
|
ax.set_xlabel(self.xlabel)
|
|
|
ax.set_ylabel(self.ylabel)
|
|
|
ax.set_title(self.title)
|
|
|
|
|
|
# fig = plt.gcf()
|
|
|
# nrows = self.
|
|
|
# fig.add_subplot
|
|
|
# print
|
|
|
pass
|
|
|
|
|
|
def delLabels(self):
|
|
|
# self.setColor(15) #Setting Line Color to White
|
|
|
# plplot.pllab(self.xlabel, self.ylabel, self.title)
|
|
|
# self.setColor(1) #Setting Line Color to Black
|
|
|
pass
|
|
|
|
|
|
def plotImage(self,x,y,z,xrange,yrange,zrange):
|
|
|
# xi = x[0]
|
|
|
# xf = x[-1]
|
|
|
# yi = y[0]
|
|
|
# yf = y[-1]
|
|
|
#
|
|
|
# plplot.plimage(z,
|
|
|
# float(xi),
|
|
|
# float(xf),
|
|
|
# float(yi),
|
|
|
# float(yf),
|
|
|
# float(zrange[0]),
|
|
|
# float(zrange[1]),
|
|
|
# float(xi),
|
|
|
# float(xf),
|
|
|
# float(yrange[0]),
|
|
|
# yrange[1])
|
|
|
pass
|
|
|
|
|
|
class LinearPlot:
|
|
|
|
|
|
linearObjDic = {}
|
|
|
__xpos = None
|
|
|
__ypos = None
|
|
|
|
|
|
def __init__(self,indexFig,nsubplot,winTitle):
|
|
|
self.width = 700
|
|
|
self.height = 150
|
|
|
self.indexFig = indexFig
|
|
|
self.ncol = 1
|
|
|
self.nrow = nsubplot
|
|
|
initMatplotlib(indexFig,self.ncol,self.nrow,winTitle,self.width,self.height)
|
|
|
|
|
|
def setFigure(self,indexFig):
|
|
|
setFigure(indexFig)
|
|
|
|
|
|
def setPosition(self):
|
|
|
|
|
|
xi = 0.07; xf = 0.9 #0.8,0.7,0.5
|
|
|
yi = 0.15; yf = 0.8
|
|
|
|
|
|
xpos = [xi,xf]
|
|
|
ypos = [yi,yf]
|
|
|
|
|
|
self.__xpos = xpos
|
|
|
self.__ypos = ypos
|
|
|
|
|
|
return xpos,ypos
|
|
|
|
|
|
def show(self):
|
|
|
show()
|
|
|
|
|
|
def refresh(self):
|
|
|
refresh()
|
|
|
|
|
|
def setup(self,subplot,xmin,xmax,ymin,ymax,title,xlabel,ylabel):
|
|
|
szchar = 1.10
|
|
|
name = 'linear'
|
|
|
key = name + '%d'%subplot
|
|
|
xrange = [xmin,xmax]
|
|
|
yrange = [ymin,ymax]
|
|
|
|
|
|
xpos,ypos = self.setPosition()
|
|
|
linearObj = BaseGraph(name,subplot,xpos,ypos,xlabel,ylabel,title,szchar,xrange,yrange)
|
|
|
linearObj.makeAxes(self.indexFig,self.nrow,self.ncol,subplot)
|
|
|
linearObj.plotBox(linearObj.xrange[0], linearObj.xrange[1], linearObj.yrange[0], linearObj.yrange[1], 'bcnst', 'bcnstv')
|
|
|
self.linearObjDic[key] = linearObj
|
|
|
|
|
|
|
|
|
def plot(self,subplot,x,y,type='abs'):
|
|
|
name = 'linear'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
linearObj = self.linearObjDic[key]
|
|
|
#linearObj.plotBox(linearObj.xrange[0], linearObj.xrange[1], linearObj.yrange[0], linearObj.yrange[1], 'bcst', 'bcst')
|
|
|
|
|
|
# if linearObj.setXYData() != None:
|
|
|
# clearData(linearObj)
|
|
|
# else:
|
|
|
# if type.lower() == 'simple':
|
|
|
# linearObj.setXYData(x,y,'real')
|
|
|
# if type.lower() == 'power':
|
|
|
# linearObj.setXYData(x,abs(y),'real')
|
|
|
# if type.lower() == 'iq':
|
|
|
# linearObj.setXYData(x,y,'complex')
|
|
|
|
|
|
if type.lower() == 'simple':
|
|
|
colline = 9
|
|
|
linearObj.basicLineTimePlot(x, y)
|
|
|
linearObj.setXYData(x,y,'real')
|
|
|
|
|
|
if type.lower() == 'abs':
|
|
|
colline = 9
|
|
|
linearObj.basicLineTimePlot(x, abs(y), colline)
|
|
|
linearObj.setXYData(x,abs(y),'real')
|
|
|
|
|
|
if type.lower() == 'iq':
|
|
|
colline = 9
|
|
|
linearObj.basicLineTimePlot(x=x, y=y.real, colline=colline)
|
|
|
colline = 13
|
|
|
linearObj.basicLineTimePlot(x=x, y=y.imag, colline=colline)
|
|
|
linearObj.setXYData(x,y,'complex')
|
|
|
|
|
|
# linearObj.plotBox(linearObj.xrange[0], linearObj.xrange[1], linearObj.yrange[0], linearObj.yrange[1], 'bcst', 'bcst')
|
|
|
|
|
|
pass
|
|
|
|
|
|
|
|
|
class PcolorPlot:
|
|
|
|
|
|
pcolorObjDic = {}
|
|
|
colorbarObjDic = {}
|
|
|
pwprofileObjDic = {}
|
|
|
showColorbar = None
|
|
|
showPowerProfile = None
|
|
|
XAxisAsTime = None
|
|
|
width = None
|
|
|
height = None
|
|
|
__spcxpos = None
|
|
|
__spcypos = None
|
|
|
__cmapxpos = None
|
|
|
__cmapypos = None
|
|
|
__profxpos = None
|
|
|
__profypos = None
|
|
|
__lastTitle = None
|
|
|
|
|
|
def __init__(self,indexFig,nsubplot,winTitle,colormap,showColorbar,showPowerProfile,XAxisAsTime):
|
|
|
|
|
|
self.width = 460
|
|
|
self.height = 300
|
|
|
self.showColorbar = showColorbar
|
|
|
self.showPowerProfile = showPowerProfile
|
|
|
self.XAxisAsTime = XAxisAsTime
|
|
|
|
|
|
ncol = int(numpy.sqrt(nsubplot)+0.9)
|
|
|
nrow = int(nsubplot*1./ncol + 0.9)
|
|
|
|
|
|
self.ncol = ncol
|
|
|
self.nrow = nrow
|
|
|
self.indexFig = indexFig
|
|
|
|
|
|
initMatplotlib(indexFig,ncol,nrow,winTitle,self.width,self.height)
|
|
|
setColormap(colormap)
|
|
|
|
|
|
def setFigure(self,indexFig):
|
|
|
setFigure(indexFig)
|
|
|
|
|
|
def setSpectraPos(self): #modificar valores de acuerdo al colorbar y pwprofile
|
|
|
if self.showPowerProfile: xi = 0.09; xf = 0.6 #0.075
|
|
|
else: xi = 0.15; xf = 0.8 #0.8,0.7,0.5
|
|
|
yi = 0.15; yf = 0.80
|
|
|
|
|
|
xpos = [xi,xf]
|
|
|
ypos = [yi,yf]
|
|
|
|
|
|
self.__spcxpos = xpos
|
|
|
self.__spcypos = ypos
|
|
|
|
|
|
return xpos,ypos
|
|
|
|
|
|
def setColorbarScreenPos(self):
|
|
|
|
|
|
xi = self.__spcxpos[1] + 0.03; xf = xi + 0.03
|
|
|
yi = self.__spcypos[0]; yf = self.__spcypos[1]
|
|
|
|
|
|
xpos = [xi,xf]
|
|
|
ypos = [yi,yf]
|
|
|
|
|
|
self.__cmapxpos = xpos
|
|
|
self.__cmapypos = ypos
|
|
|
|
|
|
return xpos,ypos
|
|
|
|
|
|
def setPowerprofileScreenPos(self):
|
|
|
|
|
|
xi = self.__cmapxpos[1] + 0.07; xf = xi + 0.25
|
|
|
yi = self.__spcypos[0]; yf = self.__spcypos[1]
|
|
|
|
|
|
xpos = [xi,xf]
|
|
|
ypos = [yi,yf]
|
|
|
|
|
|
self.__profxpos = [xi,xf]
|
|
|
self.__profypos = [yi,yf]
|
|
|
|
|
|
return xpos,ypos
|
|
|
|
|
|
def createObjects(self,subplot,xmin,xmax,ymin,ymax,zmin,zmax,title,xlabel,ylabel):
|
|
|
|
|
|
'''
|
|
|
Crea los objetos necesarios para un subplot
|
|
|
'''
|
|
|
|
|
|
# Config Spectra plot
|
|
|
|
|
|
szchar = 0.7
|
|
|
name = 'spc'
|
|
|
key = name + '%d'%subplot
|
|
|
xrange = [xmin,xmax]
|
|
|
yrange = [ymin,ymax]
|
|
|
zrange = [zmin,zmax]
|
|
|
|
|
|
xpos,ypos = self.setSpectraPos()
|
|
|
pcolorObj = BaseGraph(name,subplot,xpos,ypos,xlabel,ylabel,title,szchar,xrange,yrange,zrange)
|
|
|
#pcolorObj.makeAxes(self.indexFig,self.nrow,self.ncol,subplot)
|
|
|
self.pcolorObjDic[key] = pcolorObj
|
|
|
|
|
|
# Config Colorbar
|
|
|
if self.showColorbar:
|
|
|
szchar = 0.65
|
|
|
name = 'colorbar'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
xpos,ypos = self.setColorbarScreenPos()
|
|
|
xrange = [0.,1.]
|
|
|
yrange = [zmin,zmax]
|
|
|
cmapObj = BaseGraph(name,subplot,xpos,ypos,'','','dB',szchar,xrange,yrange)
|
|
|
self.colorbarObjDic[key] = cmapObj
|
|
|
|
|
|
# Config Power profile
|
|
|
if self.showPowerProfile:
|
|
|
szchar = 0.55
|
|
|
name = 'pwprofile'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
xpos,ypos = self.setPowerprofileScreenPos()
|
|
|
xrange = [zmin,zmax]
|
|
|
yrange = [ymin,ymax]
|
|
|
powObj = BaseGraph(name,subplot,xpos,ypos,'dB','','Power Profile',szchar,xrange,yrange)
|
|
|
#powObj.makeAxes(self.indexFig,self.nrow,self.ncol,subplot)
|
|
|
self.pwprofileObjDic[key] = powObj
|
|
|
|
|
|
def setNewPage(self, pltitle='No title'):
|
|
|
szchar = 0.7
|
|
|
setNewPage()
|
|
|
setPlTitle(pltitle,'black', szchar=szchar)
|
|
|
setSubpages(self.ncol, self.nrow)
|
|
|
|
|
|
def closePage(self):
|
|
|
closePage()
|
|
|
|
|
|
def show(self):
|
|
|
show()
|
|
|
|
|
|
def iniPlot(self,subplot):
|
|
|
'''
|
|
|
Inicializa los subplots con su frame, titulo, etc
|
|
|
'''
|
|
|
|
|
|
# Config Spectra plot
|
|
|
name = 'spc'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
pcolorObj = self.pcolorObjDic[key]
|
|
|
pcolorObj.makeAxes(self.indexFig,self.nrow,self.ncol,subplot)
|
|
|
pcolorObj.plotBox(pcolorObj.xrange[0], pcolorObj.xrange[1], pcolorObj.yrange[0], pcolorObj.yrange[1], 'bcnst', 'bcnstv')
|
|
|
|
|
|
# Config Colorbar
|
|
|
if self.showColorbar:
|
|
|
name = 'colorbar'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
cmapObj = self.colorbarObjDic[key]
|
|
|
cmapObj.setParentAxesId(pcolorObj)
|
|
|
# cmapObj.plotBox(cmapObj.xrange[0], cmapObj.xrange[1], cmapObj.yrange[0], cmapObj.yrange[1], 'bc', 'bcmtsv')
|
|
|
cmapObj.colorbarPlot(cmapObj.xrange[0], cmapObj.xrange[1], cmapObj.yrange[0], cmapObj.yrange[1])
|
|
|
# cmapObj.plotBox(cmapObj.xrange[0], cmapObj.xrange[1], cmapObj.yrange[0], cmapObj.yrange[1], 'bc', 'bcmtsv')
|
|
|
|
|
|
# Config Power profile
|
|
|
if self.showPowerProfile:
|
|
|
name = 'pwprofile'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
powObj = self.pwprofileObjDic[key]
|
|
|
powObj.setLineStyle(2)
|
|
|
powObj.plotBox(powObj.xrange[0], powObj.xrange[1], powObj.yrange[0], powObj.yrange[1], 'bcntg', 'bc')
|
|
|
powObj.setLineStyle(1)
|
|
|
powObj.plotBox(powObj.xrange[0], powObj.xrange[1], powObj.yrange[0], powObj.yrange[1], 'bc', 'bc')
|
|
|
|
|
|
def printTitle(self,pltitle):
|
|
|
# if self.__lastTitle != None:
|
|
|
# setPlTitle(self.__lastTitle,'white')
|
|
|
#
|
|
|
# self.__lastTitle = pltitle
|
|
|
|
|
|
setPlTitle(pltitle,'black')
|
|
|
|
|
|
# setSubpages(self.ncol,self.nrow)
|
|
|
|
|
|
def plot(self,subplot,x,y,z,subtitle=''):
|
|
|
# Spectra plot
|
|
|
|
|
|
name = 'spc'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
# newx = [x[0],x[-1]]
|
|
|
pcolorObj = self.pcolorObjDic[key]
|
|
|
# pcolorObj.plotBox(pcolorObj.xrange[0], pcolorObj.xrange[1], pcolorObj.yrange[0], pcolorObj.yrange[1], 'bcst', 'bcst')
|
|
|
|
|
|
#pcolorObj.delLabels()
|
|
|
pcolorObj.setLabels(title=subtitle)
|
|
|
|
|
|
deltax = None; deltay = None
|
|
|
|
|
|
pcolorObj.advPcolorPlot(z,
|
|
|
x,
|
|
|
y,
|
|
|
xmin=pcolorObj.xrange[0],
|
|
|
xmax=pcolorObj.xrange[1],
|
|
|
ymin=pcolorObj.yrange[0],
|
|
|
ymax=pcolorObj.yrange[1],
|
|
|
zmin=pcolorObj.zrange[0],
|
|
|
zmax=pcolorObj.zrange[1],
|
|
|
deltax=deltax,
|
|
|
deltay=deltay,
|
|
|
getGrid=pcolorObj.getGrid)
|
|
|
|
|
|
#Solo se calcula la primera vez que se ingresa a la funcion
|
|
|
pcolorObj.getGrid = False
|
|
|
|
|
|
#pcolorObj.plotBox(pcolorObj.xrange[0], pcolorObj.xrange[1], pcolorObj.yrange[0], pcolorObj.yrange[1], 'bcst', 'bcst', nolabels=True)
|
|
|
|
|
|
# Power Profile
|
|
|
if self.showPowerProfile:
|
|
|
power = numpy.average(z, axis=0)
|
|
|
name = 'pwprofile'
|
|
|
key = name + '%d'%subplot
|
|
|
powObj = self.pwprofileObjDic[key]
|
|
|
|
|
|
if powObj.setXYData() != None:
|
|
|
#clearData(powObj)
|
|
|
powObj.setLineStyle(2)
|
|
|
powObj.plotBox(powObj.xrange[0], powObj.xrange[1], powObj.yrange[0], powObj.yrange[1], 'bcntg', 'bc')
|
|
|
powObj.setLineStyle(1)
|
|
|
else:
|
|
|
powObj.setXYData(power,y)
|
|
|
|
|
|
powObj.plotBox(powObj.xrange[0], powObj.xrange[1], powObj.yrange[0], powObj.yrange[1], 'bc', 'bc')
|
|
|
powObj.basicXYPlot(power,y)
|
|
|
powObj.setXYData(power,y)
|
|
|
|
|
|
def savePlot(self,indexFig,filename):
|
|
|
|
|
|
width = self.width*self.ncol
|
|
|
hei = self.height*self.nrow
|
|
|
savePlplot(filename,width,hei)
|
|
|
|
|
|
def refresh(self):
|
|
|
refresh()
|
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|
|
|
|
|
|
|
class RtiPlot:
|
|
|
|
|
|
pcolorObjDic = {}
|
|
|
colorbarObjDic = {}
|
|
|
pwprofileObjDic = {}
|
|
|
showColorbar = None
|
|
|
showPowerProfile = None
|
|
|
XAxisAsTime = None
|
|
|
widht = None
|
|
|
height = None
|
|
|
__rtixpos = None
|
|
|
__rtiypos = None
|
|
|
__cmapxpos = None
|
|
|
__cmapypos = None
|
|
|
__profxpos = None
|
|
|
__profypos = None
|
|
|
|
|
|
def __init__(self,indexFig,nsubplot,winTitle,colormap,showColorbar,showPowerProfile,XAxisAsTime):
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|
|
self.width = 700
|
|
|
self.height = 150
|
|
|
self.showColorbar = showColorbar
|
|
|
self.showPowerProfile = showPowerProfile
|
|
|
self.XAxisAsTime = XAxisAsTime
|
|
|
|
|
|
ncol = 1
|
|
|
nrow = nsubplot
|
|
|
initMatplotlib(indexFig,ncol,nrow,winTitle,self.width,self.height)
|
|
|
setColormap(colormap)
|
|
|
self.ncol = ncol
|
|
|
self.nrow = nrow
|
|
|
|
|
|
def setFigure(self,indexFig):
|
|
|
setFigure(indexFig)
|
|
|
|
|
|
def setRtiScreenPos(self):
|
|
|
|
|
|
if self.showPowerProfile: xi = 0.07; xf = 0.65
|
|
|
else: xi = 0.07; xf = 0.9
|
|
|
yi = 0.15; yf = 0.80
|
|
|
|
|
|
xpos = [xi,xf]
|
|
|
ypos = [yi,yf]
|
|
|
|
|
|
self.__rtixpos = xpos
|
|
|
self.__rtiypos = ypos
|
|
|
|
|
|
return xpos,ypos
|
|
|
|
|
|
def setColorbarScreenPos(self):
|
|
|
|
|
|
xi = self.__rtixpos[1] + 0.03; xf = xi + 0.03
|
|
|
|
|
|
yi = self.__rtiypos[0]; yf = self.__rtiypos[1]
|
|
|
|
|
|
xpos = [xi,xf]
|
|
|
ypos = [yi,yf]
|
|
|
|
|
|
self.__cmapxpos = xpos
|
|
|
self.__cmapypos = ypos
|
|
|
|
|
|
return xpos,ypos
|
|
|
|
|
|
def setPowerprofileScreenPos(self):
|
|
|
|
|
|
xi = self.__cmapxpos[1] + 0.05; xf = xi + 0.20
|
|
|
|
|
|
yi = self.__rtiypos[0]; yf = self.__rtiypos[1]
|
|
|
|
|
|
xpos = [xi,xf]
|
|
|
ypos = [yi,yf]
|
|
|
|
|
|
self.__profxpos = [xi,xf]
|
|
|
self.__profypos = [yi,yf]
|
|
|
|
|
|
return xpos,ypos
|
|
|
|
|
|
def setup(self,subplot,xmin,xmax,ymin,ymax,zmin,zmax,title,xlabel,ylabel,timedata,timezone='lt',npoints=100):
|
|
|
# Config Rti plot
|
|
|
szchar = 1.10
|
|
|
name = 'rti'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
# xmin, xmax --> minHour, max Hour : valores que definen el ejex x=[horaInicio,horaFinal]
|
|
|
thisDateTime = datetime.datetime.fromtimestamp(timedata)
|
|
|
startDateTime = datetime.datetime(thisDateTime.year,thisDateTime.month,thisDateTime.day,xmin,0,0)
|
|
|
endDateTime = datetime.datetime(thisDateTime.year,thisDateTime.month,thisDateTime.day,xmax,59,59)
|
|
|
deltaTime = 0
|
|
|
if timezone == 'lt':
|
|
|
deltaTime = time.timezone
|
|
|
startTimeInSecs = time.mktime(startDateTime.timetuple()) - deltaTime
|
|
|
endTimeInSecs = time.mktime(endDateTime.timetuple()) - deltaTime
|
|
|
|
|
|
xrange = [startTimeInSecs,endTimeInSecs]
|
|
|
totalTimeInXrange = endTimeInSecs - startTimeInSecs + 1.
|
|
|
deltax = totalTimeInXrange / npoints
|
|
|
|
|
|
yrange = [ymin,ymax]
|
|
|
zrange = [zmin,zmax]
|
|
|
|
|
|
xpos,ypos = self.setRtiScreenPos()
|
|
|
pcolorObj = BaseGraph(name,subplot,xpos,ypos,xlabel,ylabel,title,szchar,xrange,yrange,zrange,deltax)
|
|
|
if self.XAxisAsTime:
|
|
|
pcolorObj.setXAxisAsTime(self.XAxisAsTime)
|
|
|
xopt = 'bcnstd'
|
|
|
yopt = 'bcnstv'
|
|
|
else:
|
|
|
xopt = 'bcnst'
|
|
|
yopt = 'bcnstv'
|
|
|
|
|
|
pcolorObj.plotBox(pcolorObj.xrange[0], pcolorObj.xrange[1], pcolorObj.yrange[0], pcolorObj.yrange[1], xopt, yopt)
|
|
|
self.pcolorObjDic[key] = pcolorObj
|
|
|
|
|
|
|
|
|
# Config Colorbar
|
|
|
if self.showColorbar:
|
|
|
szchar = 0.9
|
|
|
name = 'colorbar'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
xpos,ypos = self.setColorbarScreenPos()
|
|
|
xrange = [0.,1.]
|
|
|
yrange = [zmin,zmax]
|
|
|
cmapObj = BaseGraph(name,subplot,xpos,ypos,'','','dB',szchar,xrange,yrange)
|
|
|
cmapObj.plotBox(cmapObj.xrange[0], cmapObj.xrange[1], cmapObj.yrange[0], cmapObj.yrange[1], 'bc', 'bcm')
|
|
|
cmapObj.colorbarPlot(cmapObj.xrange[0], cmapObj.xrange[1], cmapObj.yrange[0], cmapObj.yrange[1])
|
|
|
cmapObj.plotBox(cmapObj.xrange[0], cmapObj.xrange[1], cmapObj.yrange[0], cmapObj.yrange[1], 'bc', 'bcmtsv')
|
|
|
self.colorbarObjDic[key] = cmapObj
|
|
|
|
|
|
|
|
|
# Config Power profile
|
|
|
if self.showPowerProfile:
|
|
|
szchar = 0.8
|
|
|
name = 'pwprofile'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
xpos,ypos = self.setPowerprofileScreenPos()
|
|
|
xrange = [zmin,zmax]
|
|
|
yrange = [ymin,ymax]
|
|
|
powObj = BaseGraph(name,subplot,xpos,ypos,'dB','','Power Profile',szchar,xrange,yrange)
|
|
|
powObj.setLineStyle(2)
|
|
|
powObj.plotBox(powObj.xrange[0], powObj.xrange[1], powObj.yrange[0], powObj.yrange[1], 'bcntg', 'bc')
|
|
|
powObj.setLineStyle(1)
|
|
|
powObj.plotBox(powObj.xrange[0], powObj.xrange[1], powObj.yrange[0], powObj.yrange[1], 'bc', 'bc')
|
|
|
self.pwprofileObjDic[key] = powObj
|
|
|
|
|
|
|
|
|
def plot(self,subplot,x,y,z):
|
|
|
# RTI plot
|
|
|
name = 'rti'
|
|
|
key = name + '%d'%subplot
|
|
|
|
|
|
data = numpy.reshape(z, (1,-1))
|
|
|
data = numpy.abs(data)
|
|
|
data = 10*numpy.log10(data)
|
|
|
newx = [x,x+1]
|
|
|
|
|
|
pcolorObj = self.pcolorObjDic[key]
|
|
|
|
|
|
if pcolorObj.xaxisIsTime:
|
|
|
xopt = 'bcstd'
|
|
|
yopt = 'bcst'
|
|
|
else:
|
|
|
xopt = 'bcst'
|
|
|
yopt = 'bcst'
|
|
|
|
|
|
pcolorObj.plotBox(pcolorObj.xrange[0], pcolorObj.xrange[1], pcolorObj.yrange[0], pcolorObj.yrange[1], xopt, yopt)
|
|
|
|
|
|
deltax = pcolorObj.deltax
|
|
|
deltay = None
|
|
|
|
|
|
if pcolorObj.xmin == None and pcolorObj.xmax == None:
|
|
|
pcolorObj.xmin = x
|
|
|
pcolorObj.xmax = x
|
|
|
|
|
|
if x >= pcolorObj.xmax:
|
|
|
xmin = x
|
|
|
xmax = x + deltax
|
|
|
x = [x]
|
|
|
pcolorObj.advPcolorPlot(data,
|
|
|
x,
|
|
|
y,
|
|
|
xmin=xmin,
|
|
|
xmax=xmax,
|
|
|
ymin=pcolorObj.yrange[0],
|
|
|
ymax=pcolorObj.yrange[1],
|
|
|
zmin=pcolorObj.zrange[0],
|
|
|
zmax=pcolorObj.zrange[1],
|
|
|
deltax=deltax,
|
|
|
deltay=deltay,
|
|
|
getGrid=pcolorObj.getGrid)
|
|
|
|
|
|
pcolorObj.xmin = xmin
|
|
|
pcolorObj.xmax = xmax
|
|
|
|
|
|
|
|
|
# Power Profile
|
|
|
if self.showPowerProfile:
|
|
|
data = numpy.reshape(data,(numpy.size(data)))
|
|
|
name = 'pwprofile'
|
|
|
key = name + '%d'%subplot
|
|
|
powObj = self.pwprofileObjDic[key]
|
|
|
|
|
|
if powObj.setXYData() != None:
|
|
|
clearData(powObj)
|
|
|
powObj.setLineStyle(2)
|
|
|
powObj.plotBox(powObj.xrange[0], powObj.xrange[1], powObj.yrange[0], powObj.yrange[1], 'bcntg', 'bc')
|
|
|
powObj.setLineStyle(1)
|
|
|
else:
|
|
|
powObj.setXYData(data,y)
|
|
|
|
|
|
powObj.plotBox(powObj.xrange[0], powObj.xrange[1], powObj.yrange[0], powObj.yrange[1], 'bc', 'bc')
|
|
|
powObj.basicXYPlot(data,y)
|
|
|
powObj.setXYData(data,y)
|
|
|
|
|
|
def savePlot(self,indexFig,filename):
|
|
|
|
|
|
width = self.width*self.ncol
|
|
|
hei = self.height*self.nrow
|
|
|
savePlplot(filename,width,hei)
|
|
|
|
|
|
def refresh(self):
|
|
|
refresh()
|
|
|
|
|
|
|
|
|
if __name__ == '__main__':
|
|
|
|
|
|
"""
|
|
|
Ejemplo1
|
|
|
"""
|
|
|
#Setting the signal
|
|
|
fs = 8000
|
|
|
f0 = 200
|
|
|
f1 = 400
|
|
|
T = 1./fs
|
|
|
x = numpy.arange(160)
|
|
|
y1 = numpy.sin(2*numpy.pi*f0*x*T)
|
|
|
y2 = numpy.sin(2*numpy.pi*f1*x*T)
|
|
|
signalList = [y1,y2]
|
|
|
|
|
|
xmin = numpy.min(x)
|
|
|
xmax = numpy.max(x)
|
|
|
ymin = numpy.min(y1)
|
|
|
ymax = numpy.max(y1)
|
|
|
|
|
|
# Creating Object
|
|
|
indexPlot = 1
|
|
|
nsubplot = 2
|
|
|
winTitle = "mi grafico v1"
|
|
|
|
|
|
subplotTitle = "subplot - No."
|
|
|
xlabel = ""
|
|
|
ylabel = ""
|
|
|
|
|
|
linearObj = LinearPlot(indexPlot,nsubplot,winTitle)
|
|
|
|
|
|
#Config SubPlots
|
|
|
for subplot in range(nsubplot):
|
|
|
indexplot = subplot + 1
|
|
|
title = subplotTitle + '%d'%indexplot
|
|
|
linearObj.setup(indexplot, xmin, xmax, ymin, ymax, title, xlabel, ylabel)
|
|
|
|
|
|
#Plotting
|
|
|
type = "simple"
|
|
|
for subplot in range(nsubplot):
|
|
|
indexplot = subplot + 1
|
|
|
y = signalList[subplot]
|
|
|
linearObj.plot(indexplot, x, y, type)
|
|
|
|
|
|
linearObj.refresh()
|
|
|
# linearObj.show()
|
|
|
|
|
|
|
|
|
"""
|
|
|
Ejemplo2
|
|
|
"""
|
|
|
|
|
|
# make these smaller to increase the resolution
|
|
|
dx, dy = 0.05, 0.05
|
|
|
x = numpy.arange(-3.0, 3.0001, dx)
|
|
|
y = numpy.arange(-2.0, 2.0001, dy)
|
|
|
# X,Y = numpy.meshgrid(x, y)
|
|
|
X,Y = sn.ndgrid(x, y)
|
|
|
Z = (1- X/2 + X**5 + Y**3)*numpy.exp(-X**2-Y**2)
|
|
|
|
|
|
# Creating Object
|
|
|
indexPlot = 2
|
|
|
nsubplot = 1
|
|
|
winTitle = "mi grafico pcolor"
|
|
|
colormap = "br_green"
|
|
|
showColorbar = True
|
|
|
showPowerProfile = False
|
|
|
XAxisAsTime = False
|
|
|
|
|
|
subplotTitle = "subplot no. "
|
|
|
xlabel = ""
|
|
|
ylabel = ""
|
|
|
|
|
|
xmin = -3.0
|
|
|
xmax = 3.0
|
|
|
ymin = -2.0
|
|
|
ymax = 2.0
|
|
|
zmin = -0.3
|
|
|
zmax = 1.0
|
|
|
|
|
|
isPlotIni = False
|
|
|
isPlotConfig = False
|
|
|
ntimes = 10
|
|
|
|
|
|
|
|
|
for i in range(ntimes):
|
|
|
|
|
|
# Instancia del objeto
|
|
|
if not(isPlotConfig):
|
|
|
pcolorObj = PcolorPlot(indexPlot, nsubplot, winTitle, colormap, showColorbar, showPowerProfile, XAxisAsTime)
|
|
|
isPlotConfig = True
|
|
|
|
|
|
# Crea los subplots
|
|
|
if not(isPlotIni):
|
|
|
for index in range(nsubplot):
|
|
|
indexplot = index + 1
|
|
|
title = subplotTitle + '%d'%indexplot
|
|
|
subplot = index
|
|
|
pcolorObj.createObjects(indexplot,xmin,xmax,ymin,ymax,zmin,zmax,title,xlabel,ylabel)
|
|
|
isPlotIni = True
|
|
|
|
|
|
# Inicializa el grafico en cada iteracion
|
|
|
pcolorObj.setFigure(indexPlot)
|
|
|
pcolorObj.setNewPage("")
|
|
|
|
|
|
for index in range(nsubplot):
|
|
|
subplot = index
|
|
|
pcolorObj.iniPlot(subplot+1)
|
|
|
|
|
|
#plotea los datos
|
|
|
for channel in range(nsubplot):
|
|
|
data = Z+0.1*numpy.random.randn(len(x),len(y))
|
|
|
pcolorObj.plot(channel+1, x, y, data)
|
|
|
|
|
|
pcolorObj.refresh()
|
|
|
|
|
|
# pcolorObj.closePage() #descomentar esta linea para mas iteraciones
|
|
|
|
|
|
time.sleep(1)
|
|
|
|
|
|
pcolorObj.show()
|
|
|
|
|
|
print "end"
|