import sys
import argparse

parser = argparse.ArgumentParser()
parser.add_argument('--num_decode', type=int, default=20)
parser.add_argument('--sim_delta', type=float, default=0.4)
parser.add_argument('--prop_delta', type=float, default=0.9)
args = parser.parse_args()

data = [line.split() for line in sys.stdin]
data = [(a,b,float(c),float(d)) for a,b,c,d in data]
n_mols = len(data) / args.num_decode

n_succ = 0.0
for i in xrange(0, len(data), args.num_decode):
    set_x = set([x[0] for x in data[i:i+args.num_decode]])
    assert len(set_x) == 1

    good = [(sim,prop) for _,_,sim,prop in data[i:i+args.num_decode] if 1 > sim >= args.sim_delta and prop >= args.prop_delta]
    if len(good) > 0:
        n_succ += 1

print 'Evaluated on %d samples' % (n_mols,)
print 'success rate', n_succ / n_mols



