def set_know_word_prob():
zeeguu.app.test_request_context().push()
zeeguu.db.session.commit()
enc_probs = EncounterBasedProbability.find_all()
ex_probs = ExerciseBasedProbability.find_all()
for prob in enc_probs:
user = prob.user
word = prob.ranked_word.word
language = prob.ranked_word.language
user_word = None
if UserWord.exists(word, language):
user_word = UserWord.find(word, language)
if ExerciseBasedProbability.exists(user, user_word):
ex_prob = ExerciseBasedProbability.find(user, user_word)
known_word_prob = KnownWordProbability.calculateKnownWordProb(ex_prob.probability, prob.probability)
known_word_probability_obj = KnownWordProbability.find(user, user_word, prob.ranked_word, known_word_prob)
else:
known_word_probability_obj = KnownWordProbability.find(user, None, prob.ranked_word, prob.probability)
zeeguu.db.session.add(known_word_probability_obj)
zeeguu.db.session.commit()
for prob in ex_probs:
user = prob.user
language = prob.user_word.language
word = prob.user_word.word
ranked_word = None
if RankedWord.exists(word, language):
ranked_word = RankedWord.find(word, language)
if not EncounterBasedProbability.exists(user, ranked_word):
if UserWord.exists(word, language):
user_word = UserWord.find(word, language)
known_word_probability_obj = KnownWordProbability(user, user_word, ranked_word, prob.probability)
zeeguu.db.session.add(known_word_probability_obj)
zeeguu.db.session.commit()
print "job3"
def set_default_encounter_based_prob():
zeeguu.app.test_request_context().push()
zeeguu.db.session.commit()
default_probability = 0.5
languages = Language.all()
users = User.find_all()
for user in users:
for lang in languages:
marked_words_of_user_in_text = []
words_of_all_bookmarks_content = []
for bookmark in Bookmark.find_by_specific_user(user):
if bookmark.origin.language == lang:
# bookmark_content_words = re.sub("[^\w]", " ", bookmark.text.content).split()
bookmark_content_words = re.findall(r'(?u)\w+', bookmark.text.content)
words_of_all_bookmarks_content.extend(bookmark_content_words)
marked_words_of_user_in_text.append(bookmark.origin.word)
words_known_from_user= [word for word in words_of_all_bookmarks_content if word not in marked_words_of_user_in_text]
for word_known in words_known_from_user:
if RankedWord.exists(word_known, lang):
rank = RankedWord.find(word_known, lang)
if EncounterBasedProbability.exists(user, rank):
prob = EncounterBasedProbability.find(user,rank, default_probability)
prob.not_looked_up_counter +=1
else:
prob = EncounterBasedProbability.find(user,rank,default_probability)
zeeguu.db.session.add(prob)
zeeguu.db.session.commit()
print 'job2'
def set_default_encounter_based_prob():
zeeguu.app.test_request_context().push()
zeeguu.db.session.commit()
encounter_prob = EncounterBasedProbability.find_all()
for prob in encounter_prob:
for i in range(1, prob.not_looked_up_counter):
a = decimal.Decimal("1.0")
b = prob.probability
c = decimal.Decimal("0.1")
if b < a:
prob.probability = b + c
zeeguu.db.session.commit()
print "job2"
def set_default_encounter_based_prob():
zeeguu.app.test_request_context().push()
zeeguu.db.session.commit()
encounter_prob = EncounterBasedProbability.find_all()
for prob in encounter_prob:
for i in range(1, prob.not_looked_up_counter):
a = decimal.Decimal('1.0')
b = prob.probability
c = decimal.Decimal('0.1')
if b < a:
prob.probability = b + c
zeeguu.db.session.commit()
print 'job2'
def set_know_word_prob():
zeeguu.app.test_request_context().push()
zeeguu.db.session.commit()
enc_probs = EncounterBasedProbability.find_all()
ex_probs = ExerciseBasedProbability.find_all()
for prob in enc_probs:
user = prob.user
word = prob.ranked_word.word
language = prob.ranked_word.language
user_word = None
if UserWord.exists(word, language):
user_word = UserWord.find(word, language)
if ExerciseBasedProbability.exists(user, user_word):
ex_prob = ExerciseBasedProbability.find(user, user_word)
known_word_prob = KnownWordProbability.calculateKnownWordProb(
ex_prob.probability, prob.probability)
known_word_probability_obj = KnownWordProbability.find(
user, user_word, prob.ranked_word, known_word_prob)
else:
known_word_probability_obj = KnownWordProbability.find(
user, None, prob.ranked_word, prob.probability)
zeeguu.db.session.add(known_word_probability_obj)
zeeguu.db.session.commit()
for prob in ex_probs:
user = prob.user
language = prob.user_word.language
word = prob.user_word.word
ranked_word = None
if RankedWord.exists(word, language):
ranked_word = RankedWord.find(word, language)
if not EncounterBasedProbability.exists(user, ranked_word):
if UserWord.exists(word, language):
user_word = UserWord.find(word, language)
known_word_probability_obj = KnownWordProbability(
user, user_word, ranked_word, prob.probability)
zeeguu.db.session.add(known_word_probability_obj)
zeeguu.db.session.commit()
print 'job3'
