def TestRandNegativeSampling():
dataFile = "./dataset/samples/qa-dump-1460090355004_new.json"
dataProvider = DataProcessor(dataFile)
# dataProvider.data = {"Imamah_(Shia_doctrine)" : \
# dataProvider.data["Imamah_(Shia_doctrine)"] }
nNegSample = 100
dataProvider.NegSampleRand(nNegSample)
for title in dataProvider.data.keys():
article = dataProvider.data[title]
for i in range(len(article["answers"])):
for negSample in article["negRandSamples"][i]:
# print " ".join(SentenceToWord( (article["answers"][i], ) )[0] ), negSample
assert " ".join(SentenceToWord(
(article["answers"][i], ))[0]) != negSample
print "Random negative sampling test passed!"
