[or-cvs] r15264: Built time analysis data and script (in torflow/branches/gsoc2008/tools: . BTAnalysis)

[fallon at seul.org]

Author: fallon
Date: 2008-06-14 22:34:26 -0400 (Sat, 14 Jun 2008)
New Revision: 15264

Added:
   torflow/branches/gsoc2008/tools/BTAnalysis/
   torflow/branches/gsoc2008/tools/BTAnalysis/buildtimes
   torflow/branches/gsoc2008/tools/BTAnalysis/shufflebt.py
Log:
Built time analysis data and script


Added: torflow/branches/gsoc2008/tools/BTAnalysis/buildtimes
===================================================================
--- torflow/branches/gsoc2008/tools/BTAnalysis/buildtimes	                        (rev 0)
+++ torflow/branches/gsoc2008/tools/BTAnalysis/buildtimes	2008-06-15 02:34:26 UTC (rev 15264)
@@ -0,0 +1,41712 @@
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Added: torflow/branches/gsoc2008/tools/BTAnalysis/shufflebt.py
===================================================================
--- torflow/branches/gsoc2008/tools/BTAnalysis/shufflebt.py	                        (rev 0)
+++ torflow/branches/gsoc2008/tools/BTAnalysis/shufflebt.py	2008-06-15 02:34:26 UTC (rev 15264)
@@ -0,0 +1,172 @@
+#!/usr/bin/env python
+# shufflebt.py
+# (c) Fallon Chen 2008
+# Shuffles a list of  build times and produces a pdf of n of those buildtimes, 
+# which are put into 100ms blocks.
+# Requires gnuplot 4.2 and a version coreutils that provides sort -R 
+# usage: shufflebt.py -n <# circuits> -f <timefile> -d <outdirname>
+
+import getopt,sys,os
+import popen2
+import math,copy
+
+class Stats:
+  def __init__(self,file):
+    self.f = open(file)
+    self.values = []
+    for line in self.f:
+      self.values += [float(line[:-1])]
+    self.f.close()
+  def mean(self):
+    # Borrowed from TorUtil
+    if len(self.values) > 0:
+      sum = reduce(lambda x,y: x+y,self.values,0.0)
+      return sum/len(self.values)
+    else:
+      return 0.0
+  def stddev(self):
+    # Borrowed from TorUtil
+    if len(self.values) > 1:
+      mean = self.mean()
+      sum = reduce(lambda x,y: x + ((y-mean)**2.0),self.values,0.0)
+      s = math.sqrt(sum/(len(self.values)-1))
+      return s
+    else:
+      return 0.0
+  def median(self):
+    if len(self.values) > 0:
+      values = copy.copy(self.values)
+      values.sort()
+      return values[(len(values) - 1)/2]
+    else:
+      return 0.0
+  def mode(self):
+    counts = {}
+    greatest = 0
+    greatest_val = 0
+    for v in self.values:
+      if v not in counts.keys():
+        counts[v] = 1
+      else:
+        counts[v] += 1
+      if counts[v] > greatest:
+        greatest_val = v
+        greatest = counts[v]
+    return greatest_val
+    
+
+  def makehistogram(self,res,ncircuits,histname):
+    res = res /1000.0 # convert ms to s
+    values = copy.copy(self.values) 
+    values.sort()
+    count = 0
+    i = 1
+    buckets = {} 
+    for v in values:
+      if v < res * i: count += 1
+      else:
+        count += 1
+        buckets[res * i] = count
+        i += 1
+        count = 0
+    f = open(histname,'w')
+    f.write('#build time <\t#circuits\n') 
+    sortedkeys = buckets.keys()
+    sortedkeys.sort()
+    for b in sortedkeys:
+      towrite = str(b) + '\t' + str(buckets[b]) + '\n'
+      f.write(towrite)
+    f.close()
+
+def poisson(u,N,fname):
+  ps = fname + "(x) = " + str(N) + "*(" + str(u) + "**x)*exp(-"+str(u)+")/gamma(x + 1)\n"
+  return ps 
+def usage():
+  print "shufflebt.py -n <# circuits> -f <timefile> -d <outdirname>"
+
+def setargs():
+  ncircuits = ""
+  dirname = ""
+  filename = ""
+  if len(sys.argv[1:]) < 4:
+    usage()
+    sys.exit(2)
+  try:
+    opts,args = getopt.getopt(sys.argv[1:],"n:f:d:")
+  except getopt.GetoptError,err:
+    print str(err)
+    usage()
+    sys.exit(2)
+  for o,a in opts:
+    if o == '-n': 
+      if a.isdigit():
+        ncircuits = a
+      else:
+        usage()
+    elif o == '-f': filename = a
+    elif o == '-d': dirname = a
+    else:
+      assert False, "Bad option"
+  return ncircuits,filename,dirname
+if __name__ == "__main__":
+  ncircuits,filename,dirname = setargs()
+  print 'Num. Circuits:[',ncircuits,'] Filename:[',filename,'] Dir. Name:[',dirname,']'
+
+  # make new directory
+  print 'Making new directory:',dirname
+  if not os.path.isdir(dirname):
+    os.mkdir(dirname)
+  else:
+    print 'Dir exists, not making a new one'
+
+  # shuffle, create new file
+  print 'Shuffling...',
+
+  newfile = dirname + '/' + filename + '.' + ncircuits 
+  cmd = 'sort -R ' + filename + ' | head -n ' + ncircuits  + ' > ' + newfile
+  p = popen2.Popen4(cmd)
+  p.wait()
+  print 'Done'
+
+  # create histogram from file
+  print 'Calculating statistics and creating histogram...',
+  s = Stats(newfile)
+  mean = s.mean()
+  stddev = s.stddev()
+  median = s.median()
+  mode = s.mode()
+  s.makehistogram(100,newfile,newfile + '.hist')
+  print 'Done'
+
+  # get stats
+
+  # create gnuplot file
+  print 'Creating gnuplot plot file...',
+  plotname =  newfile + '.plt'
+  plotstr = "set terminal png transparent nocrop enhanced size 800,600\nset output '" + newfile + ".png'\nset style fill  solid 1.00 border -1\nset style histogram clustered gap 1 title  offset character 0, 0, 0\nset datafile missing '-'\nset style data histograms\nset title 'Buildtime Distribution Function for "+ ncircuits +" Circuits'\nset ylabel '# Circuits'\nset xlabel 'time (in 100ms)'\n"
+  plotstr += "set label 'std dev=" + str(stddev) + "' at 450,1380\n"
+  plotstr += poisson(mean,ncircuits,'pmean')
+  plotstr += poisson(median,ncircuits,'pmedian')
+  plotstr += poisson(mode,ncircuits,'pmode')
+  plotstr += "plot '" + newfile + ".hist' using 2,\\\n"
+
+  plotstr += "pmean(x) title '" + "mean=" + str(mean) + "' ,\\\n"
+  plotstr += "pmedian(x) title '" + "median=" + str(median) + "' ,\\\n"
+  plotstr += "pmode(x) title '" + "mode=" + str(mode) + "' \\\n"
+
+  f = open(plotname,'w')
+  f.write(plotstr)
+  f.close()
+  print 'Done'
+
+  # plot the file
+  print 'Plotting...',
+  p = popen2.Popen4('gnuplot ' + plotname)
+
+  p.wait()
+  for err in p.fromchild:
+    print err
+  print 'Done'
+
+  
+    


Property changes on: torflow/branches/gsoc2008/tools/BTAnalysis/shufflebt.py
___________________________________________________________________
Name: svn:executable
   + *