histtognu.py

用python实现的邮件过滤器

#! /usr/bin/env python

"""HistToGNU.py

    Convert saved binary pickle of histograms to gnu plot output

Usage: %(program)s [options] [histogrampicklefile ...]

reads pickle filename from options if not specified

writes to stdout

"""

globalOptions = """
set grid
set xtics 5
set xrange [0.0:100.0]
"""

dataSetOptions="smooth unique"

from spambayes.Options import options
from spambayes.TestDriver import Hist

import sys
import cPickle as pickle

program = sys.argv[0]

def usage(code, msg=''):
    """Print usage message and sys.exit(code)."""
    if msg:
        print >> sys.stderr, msg
        print >> sys.stderr
    print >> sys.stderr, __doc__ % globals()
    sys.exit(code)

def loadHist(path):
    """Load the histogram pickle object"""
    return pickle.load(file(path))

def outputHist(hist, f=sys.stdout):
    """Output the Hist object to file f"""
    hist.fill_buckets()
    for i in range(len(hist.buckets)):
        n = hist.buckets[i]
        f.write("%.3f %d\n" % ( (100.0 * i) / hist.nbuckets, n))

def plot(files):
    """given a list of files, create gnu-plot file"""
    import cStringIO, os
    cmd = cStringIO.StringIO()
    cmd.write(globalOptions)
    args = []
    for file in files:
        args.append("""'-' %s title "%s" """ % (dataSetOptions, file))
    cmd.write('plot %s\n' % ",".join(args))
    for file in files:
        outputHist(loadHist(file), cmd)
        cmd.write('e\n')

    cmd.write('pause 100\n')
    print cmd.getvalue()

def main():
    import getopt

    try:
        opts, args = getopt.getopt(sys.argv[1:], '', [])
    except getopt.error, msg:
        usage(1, msg)

    if not args and options["TestDriver", "save_histogram_pickles"]:
        args = []
        for f in ('ham', 'spam'):
            fname = "%s_%shist.pik" % (options["TestDriver",
                                               "pickle_basename"], f)
            args.append(fname)

    if args:
        plot(args)
    else:
        print "could not locate any files to plot"

if __name__ == "__main__":
    main()