def rank(x):
return utilities.rankSmart([float(y) for y in x])
def rankprob(x):
length = float(len(x))
return [float(y) / length for y in utilities.rankSmart([float(y) for y in x])]
import os, sys, glob
import utilities
inFilePath = sys.argv[1]
hasHeader = sys.argv[2] == "True"
columnIndex = int(sys.argv[3])
decreasing = sys.argv[4] == "True"
outFilePath = sys.argv[5]
data = utilities.readMatrixFromFile(inFilePath)
header = None
if hasHeader:
header = data.pop(0)
values = [float(x[columnIndex]) for x in data]
ranks = utilities.rankSmart(values, decreasing=decreasing, ties="average")
outData = []
for i in range(len(data)):
outData.append(data[i] + [str(ranks[i])])
if header != None:
outData.insert(0, header)
utilities.writeMatrixToFile(outData, outFilePath)