#!/usr/bin/env python
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#
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from __future__ import print_function
from __future__ import absolute_import
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()