#!/usr/bin/env python
# Copyright CEA (2000-2006)
#
#  This software and supporting documentation were developed by
#      CEA/DSV/SHFJ
#      4 place du General Leclerc
#      91401 Orsay cedex
#      France
#
# This software is governed by the CeCILL license version 2 under 
# French law and abiding by the rules of distribution of free software.
# You can  use, modify and/or redistribute the software under the 
# terms of the CeCILL license version 2 as circulated by CEA, CNRS
# and INRIA at the following URL "http://www.cecill.info". 
# 
# As a counterpart to the access to the source code and  rights to copy,
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import sigraph
import numpy
import sigraph.learning
import datamind.ml

def main():
	filename = "sulci.minf"

	# Read
	r = datamind.ml.reader.Reader('Sigraph')
        db = r.read(filename)

	# Get data
	X = db.getX()
	Y = db.getY()
	#INF = db.getINF()

	# Print Data
	print "**** X ***"
	print X
	print "**** Y ***"
	print Y
	#print "**** INF ***"
	#print INF
	v = db.select(rows=(Y['class_id'] == 0))
	for i, r in enumerate(v.getRowIterator()):
		print "%d)" % i, r


if __name__ == '__main__' : main()