def score_user(email, text):
"""
Score a new user based on text. User is assumed to be in database.
"""
wordlist = filter_words(unique_words(text))
userscore = score(wordlist)
database.store_user_words(email, wordlist)
database.set_score(email, userscore)
print 'User %s knows %i words' % (email, userscore * words_in_language())
return userscore
def score_user(email, text):
"""
Score a new user based on text. User is assumed to be in database.
"""
wordlist = filter_words(unique_words(text))
userscore = score(wordlist)
database.store_user_words(email, wordlist)
database.set_score(email, userscore)
print 'User %s knows %i words' % (email, userscore * words_in_language())
return userscore
def score_user(email, text):
"""
Score a new user based on text User is assumed to be in database.
"""
wordlist = filter_words(unique_words(text))
userscore = score(wordlist)
print(wordlist)
database.store_user_words(email, wordlist)
database.set_score(email, userscore)
return userscore
def choose_words(email, nwords_to_send = 10):
"""
Choose nwords_to_send words for user to learn. If less words are available
only the available words will be sent.
Words chosen will be assumed to be learned by user and are added to the
user vocabulary in the db. User score in db is updated.
"""
# query database for known words of user
userwords = database.get_list(email)
# create complete dict and remove known words
unknown_words = reference_wordlist.copy()
for w in userwords:
unknown_words.pop(w,0)
# convert unknown words dict to sorted list
unknown_words = sorted(unknown_words,
key=lambda x: unknown_words.get(x).freq, reverse=True)
# at best we can send all the unknown words
nwords_to_send = min(nwords_to_send, len(unknown_words))
# query database for user score
userscore = database.get_score(email)
def add_word():
target = int(percentile() * userscore * len(unknown_words))
candidate = int(target * (1 + random.random() * (1 - percentile())))
candidate = min(candidate, len(unknown_words) - 1)
return unknown_words.pop(candidate)
wordlist = [add_word() for i in range(nwords_to_send)]
# new score and add words to db
database.store_user_words(email, wordlist)
newscore = score(wordlist + userwords)
database.set_score(email, newscore)
return wordlist
def choose_words(email, nwords_to_send=10):
"""
Choose nwords_to_send words for user to learn. If less words are available
only the available words will be sent.
Words chosen will be assumed to be learned by user and are added to the
user vocabulary in the db. User score in db is updated.
"""
# query database for known words of user
userwords = database.get_list(email)
# create complete dict and remove known words
unknown_words = reference_wordlist.copy()
for w in userwords:
unknown_words.pop(w, 0)
# convert unknown words dict to sorted list
unknown_words = sorted(unknown_words,
key=lambda x: unknown_words.get(x).freq,
reverse=True)
# at best we can send all the unknown words
nwords_to_send = min(nwords_to_send, len(unknown_words))
# query database for user score
userscore = database.get_score(email)
def add_word():
target = int(percentile() * userscore * len(unknown_words))
candidate = int(target * (1 + random.random() * (1 - percentile())))
candidate = min(candidate, len(unknown_words) - 1)
return unknown_words.pop(candidate)
wordlist = [add_word() for i in range(nwords_to_send)]
database.store_user_words(email, wordlist)
newscore = score(wordlist + userwords)
database.set_score(email, newscore)
return wordlist
def choose_words(userid, nwords_to_send = 10):
"""
Choose words for user to learn.
"""
# query database for known words of user
userwords = database.get_list(userid)
# query database for user score
userscore = database.get_score(userid)
target = int(percentile() * userscore * words_in_language())
# add a word not yet known to user to wordlist (ugly solution)
def add_word(target,wordlist):
tries = 0
while tries < 1000:
candidate = int(target * (1.0 + random.random() \
* (1 - percentile())))
tries += 1
if candidate > words_in_language() + 1:
continue
word = sorted_reference_wordlist[candidate]
if word not in wordlist:
return wordlist + [word]
# can't find unknown words, returning whatever I have
return wordlist + [word]
wordlist = []
for i in range(nwords_to_send):
wordlist = add_word(target,wordlist)
database.store_user_words(userid, wordlist)
newscore = score(wordlist + userwords)
database.set_score(newscore)
return wordlist