<s> import sys <EOL> print ( sys . path ) <EOL> from util . qdb import QuestionDatabase <EOL> import argparse <EOL> from page_assignment . active_learning_for_matching import ActiveLearner , simple_menu <EOL> from page_assignment . client import TitleFinder , normalize <EOL> import operator <EOL> kBAD_ANSWERS = [ "<STR_LIT>" , "<STR_LIT>" , "<STR_LIT>" , "<STR_LIT>" , "<STR_LIT>" , "<STR_LIT:s>" , "<STR_LIT:p>" ] <EOL> if __name__ == "<STR_LIT:__main__>" : <EOL> args = argparse . ArgumentParser ( '<STR_LIT>' ) <EOL> args . add_argument ( '<STR_LIT>' , type = str , default = '<STR_LIT>' , <EOL> help = '<STR_LIT>' ) <EOL> args . add_argument ( '<STR_LIT>' , type = str , default = '<STR_LIT>' , <EOL> help = '<STR_LIT>' ) <EOL> args . add_argument ( '<STR_LIT>' , type = str , default = '<STR_LIT>' , <EOL> help = '<STR_LIT>' ) <EOL> args = args . parse_args ( ) <EOL> d = QuestionDatabase ( args . database ) <EOL> page_diversity = d . answer_map ( normalize ) <EOL> al = ActiveLearner ( None , args . labels ) <EOL> existing_labels = set ( x [ <NUM_LIT:0> ] for x in al . human_labeled ( ) ) <EOL> answers = d . unmatched_answers ( existing_labels ) <EOL> print ( answers . keys ( ) [ : <NUM_LIT:10> ] ) <EOL> tf = TitleFinder ( open ( args . titles ) ) <EOL> for ans , count in sorted ( answers . items ( ) , key = lambda x : sum ( x [ <NUM_LIT:1> ] . values ( ) ) , <EOL> reverse = True ) : <EOL> if ans in kBAD_ANSWERS : <EOL> continue <EOL> choices = list ( tf . query ( ans ) ) <EOL> print ( "<STR_LIT>" % sum ( count . values ( ) ) ) <EOL> print ( ans ) <EOL> normalized_answer = normalize ( ans ) <EOL> if sum ( page_diversity [ normalized_answer ] . values ( ) ) >= <NUM_LIT:5> and len ( page_diversity [ normalized_answer ] ) == <NUM_LIT:1> : <EOL> page = page_diversity [ normalized_answer ] . keys ( ) [ <NUM_LIT:0> ] <EOL> print ( "<STR_LIT>" % ( ans , page ) ) <EOL> else : <EOL> page = simple_menu ( [ x [ <NUM_LIT:0> ] for x in choices ] , tf . _index , <EOL> [ x [ <NUM_LIT:1> ] for x in choices ] ) <EOL> if page : <EOL> for query in count : <EOL> for question in d . questions_by_answer ( query ) : <EOL> if not question . page : <EOL> al . remember ( question . qnum , page ) <EOL> print ( "<STR_LIT>" % ( question . qnum , <EOL> question . text [ max ( question . text ) ] ) ) <EOL> else : <EOL> for query in count : <EOL> for question in d . questions_by_answer ( query ) : <EOL> if not question . page : <EOL> print ( "<STR_LIT>" % ( question . qnum , <EOL> question . text [ max ( question . text ) ] ) ) <EOL> al . dump ( args . labels ) </s>
