__author__ = 'thomas'
import os
from corpus.bowBuilder import BowBuilder
from lda.ldaCalc import LdaCalc
cache_root = os.path.join(os.getcwd(), "cache")
bowBuilder = BowBuilder(cache_dir=cache_root)
bowBuilder.load()
bows = bowBuilder.bowVectorCorpus
print("\nLoading LDA model -----------------------------------------------\n")
lda = LdaCalc(bows=bows, sims_cache_dir=cache_root)
lda.load()
lda.print_topics()
lda.calc_sims()
# lda.save_sims()
