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+ test_cov_parameters.py: script to execute the estimator testor (t-EstimatorNormalMulti) in using all combinaison parameters values for 2-D cov-matrix

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This commit is contained in:
Caner Candan 2010-09-10 15:48:16 +02:00
commit 7845ba50c7
3 changed files with 130 additions and 36 deletions
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91
application/eda_sa/gplot.py
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@ -44,7 +44,11 @@ def parser(parser=optparse.OptionParser()):
parser.add_option('-d', '--dimension', help='give a dimension size', default=2)
parser.add_option('-m', '--multiplot', action="store_true", help='plot all graphics in one window', dest="multiplot", default=True)
parser.add_option('-p', '--plot', action="store_false", help='plot graphics separetly, one by window', dest="multiplot")
parser.add_option('-w', '--windowid', help='give the window id you want to display, 0 means we display all ones', default=0)
parser.add_option('-w', '--windowid', help='give the window id you want to display, 0 means we display all ones, this option should be combined with -p', default=0)
parser.add_option('-G', '--graphicsdirectory', help='give a directory name for graphics, this option should be combined with -u', default='plot')
parser.add_option('-g', '--graphicsprefixname', help='give a prefix name for graphics, this option should be combined with -u', default='plot')
parser.add_option('-t', '--terminal', action="store_true", help='display graphics on gnuplot windows', dest="terminal", default=True)
parser.add_option('-u', '--png', action="store_false", help='display graphics on png files', dest="terminal")
options, args = parser.parse_args()
@ -95,10 +99,26 @@ def getSortedFiles(path):
filelist = options.files.split(',')
checkFileErrors(path, filelist)
return filelist
def checkFileErrors(path, filelist):
for filename in filelist:
for line in open('%s/%s' % (path, filename)):
if '-nan' in line:
logging.warning("checkFileErrors: %s/%s file contains bad value, it is going to be skipped" % (path, filename))
filelist.remove(filename)
break
def plotXPointYFitness(path, fields='3:1', state=None, g=None):
if g == None: g = Gnuplot.Gnuplot()
if g == None:
g = Gnuplot.Gnuplot()
if not options.terminal:
g('set terminal png')
g('set output \'%s/%s_%s.png\'' % (options.graphicsdirectory, options.graphicsprefixname, 'plotXPointYFitness'))
if state != None: state.append(g)
g.title('Fitness observation')
@ -114,12 +134,19 @@ def plotXPointYFitness(path, fields='3:1', state=None, g=None):
)
)
g.plot(*files)
if len(files) > 0:
g.plot(*files)
return g
def plotXYPointZFitness(path, fields='4:3:1', state=None, g=None):
if g == None: g = Gnuplot.Gnuplot()
if g == None:
g = Gnuplot.Gnuplot()
if not options.terminal:
g('set terminal png')
g('set output \'%s/%s_%s.png\'' % (options.graphicsdirectory, options.graphicsprefixname, 'plotXYPointZFitness'))
if state != None: state.append(g)
g.title('Fitness observation in 3-D')
@ -136,12 +163,19 @@ def plotXYPointZFitness(path, fields='4:3:1', state=None, g=None):
)
)
g.splot(*files)
if len(files) > 0:
g.splot(*files)
return g
def plotXYPoint(path, fields='3:4', state=None, g=None):
if g == None: g = Gnuplot.Gnuplot()
if g == None:
g = Gnuplot.Gnuplot()
if not options.terminal:
g('set terminal png')
g('set output \'%s/%s_%s.png\'' % (options.graphicsdirectory, options.graphicsprefixname, 'plotXYPoint'))
if state != None: state.append(g)
g.title('Points observation in 2-D')
@ -157,12 +191,19 @@ def plotXYPoint(path, fields='3:4', state=None, g=None):
)
)
g.plot(*files)
if len(files) > 0:
g.plot(*files)
return g
def plotXYZPoint(path, fields='3:4:5', state=None, g=None):
if g == None: g = Gnuplot.Gnuplot()
if g == None:
g = Gnuplot.Gnuplot()
if not options.terminal:
g('set terminal png')
g('set output \'%s/%s_%s.png\'' % (options.graphicsdirectory, options.graphicsprefixname, 'plotXYZPoint'))
if state != None: state.append(g)
g.title('Points observation in 3-D')
@ -179,12 +220,19 @@ def plotXYZPoint(path, fields='3:4:5', state=None, g=None):
)
)
g.splot(*files)
if len(files) > 0:
g.splot(*files)
return g
def plotParams(path, field='1', state=None, g=None):
if g == None: g = Gnuplot.Gnuplot()
if g == None:
g = Gnuplot.Gnuplot()
if not options.terminal:
g('set terminal png')
g('set output \'%s/%s_%s.png\'' % (options.graphicsdirectory, options.graphicsprefixname, 'plotXYZPoint'))
if state != None: state.append(g)
g.title('Hyper-volume comparaison through all dimensions')
@ -197,7 +245,13 @@ def plotParams(path, field='1', state=None, g=None):
return g
def plot2DRectFromFiles(path, state=None, g=None, plot=True):
if g == None: g = Gnuplot.Gnuplot()
if g == None:
g = Gnuplot.Gnuplot()
if not options.terminal:
g('set terminal png')
g('set output \'%s_%s.png\'' % (options.graphicsprefixname, 'plot2DRectFromFiles'))
if state != None: state.append(g)
g.title('Rectangle drawing observation')
@ -255,9 +309,19 @@ def main():
w = int(options.windowid)
r = options.respop
if not options.terminal:
try:
os.mkdir(options.graphicsdirectory)
except OSError:
pass
if options.multiplot:
g = Gnuplot.Gnuplot()
if not options.terminal:
g('set terminal png')
g('set output \'%s/%s_%s.png\'' % (options.graphicsdirectory, options.graphicsprefixname, 'multiplot'))
g('set parametric')
g('set nokey')
g('set noxtic')
@ -323,9 +387,8 @@ def main():
# g = plot2DRectFromFiles('./ResBounds', state=gstate, plot=False)
# plotXYPoint(r, g=g)
wait(prompt='Press return to end the plot.\n')
pass
if options.terminal:
wait(prompt='Press return to end the plot.\n')
# when executed, just run main():
if __name__ == '__main__':