/scripts/getmax.py

#!/usr/bin/env python
# -*- coding: utf-8 -*-

import os
import sys
from optparse import OptionParser
from libextrema import extremamax

usage = "usage: %prog [options]"
parser = OptionParser(usage = usage)
parser.add_option("-i", "--input", dest="inputfile",
                  help="input file, two tab separated columns -- x and y",
                  metavar="INPUT")
parser.add_option("-b", "--bounds", dest="bounds",
                  help="bounds on x for extremum finding, comma separated list"
                        + " of two values",
                  metavar="INPUT")
(options, args) = parser.parse_args()

if options.inputfile == None:
    inputfile = sys.stdin
else:
    inputfile = open(options.inputfile, 'r')
lower = None
upper = None
if options.bounds != None:
    bounds = options.bounds.split(',')
    if len(bounds) == 2:
        lower = float(bounds[0])
        upper = float(bounds[1])
    elif len(bounds) == 1:
        lower = float(bounds[0])

input = []
for line in inputfile:
    input.append([float(i) for i in line.split()])

size = len(input)

if size == 0:
    print "Error, input is empty"
    os._exit(1)

xvals = []
yvals = []
for i in input:
    x = i[0]
    y = i[1]
    if lower != None and upper != None:
        if x < lower or x > upper:
            continue
    elif lower != None and x < lower:
        continue
    xvals.append(x)
    yvals.append(y)

if len(xvals) == 0:
    print "Error, input is empty"
    os._exit(1)

from numpy import array
xvals = array(xvals)
yvals = array(yvals)
(indices, values) = extremamax(yvals)
for i in indices:
    print xvals[i], yvals[i]