import numpy
import logging
import sys
import argparse
from wallhack.rankingexp.RankingExpHelper import RankingExpHelper
from wallhack.rankingexp.DatasetUtils import DatasetUtils
from sandbox.util.Util import Util
Util.setupScript()
#Create a low rank matrix
X = DatasetUtils.syntheticDataset2()
m, n = X.shape
u = 0.1
w = 1-u
# Arguments related to the dataset
dataArgs = argparse.Namespace()
# Arguments related to the algorithm
defaultAlgoArgs = argparse.Namespace()
defaultAlgoArgs.u = u
#defaultAlgoArgs.validationUsers = 0.0
defaultAlgoArgs.ks = numpy.array([8])
# data args parser #
dataParser = argparse.ArgumentParser(description="", add_help=False)
dataParser.add_argument("-h", "--help", action="store_true", help="show this help message and exit")
devNull, remainingArgs = dataParser.parse_known_args(namespace=dataArgs)
if dataArgs.help:
helpParser = argparse.ArgumentParser(description="", add_help=False, parents=[dataParser, RankingExpHelper.newAlgoParser(defaultAlgoArgs)])
helpParser.print_help()
