<s> import os <EOL> import sys <EOL> from optparse import OptionParser <EOL> sys . path . append ( os . path . dirname ( os . path . abspath ( __file__ ) ) ) <EOL> import Decode <EOL> import DecodeGreedyCoverage <EOL> import ExtractFeature <EOL> import Format <EOL> import Instantiate <EOL> class Shuca : <EOL> def __init__ ( self ) : <EOL> parser = OptionParser ( ) <EOL> parser . set_defaults ( dict_path = os . path . dirname ( os . path . abspath ( __file__ ) ) + '<STR_LIT>' , <EOL> input_type = '<STR_LIT>' , <EOL> length = <NUM_LIT:200> , <EOL> length_by_sentence = False , <EOL> summarization_type = '<STR_LIT>' , <EOL> verbose = False ) <EOL> parser . add_option ( '<STR_LIT>' , <EOL> '<STR_LIT>' , <EOL> action = '<STR_LIT:store>' , <EOL> dest = '<STR_LIT>' , <EOL> type = '<STR_LIT:string>' ) <EOL> parser . add_option ( '<STR_LIT>' , <EOL> '<STR_LIT>' , <EOL> action = '<STR_LIT>' , <EOL> const = '<STR_LIT>' , <EOL> dest = '<STR_LIT>' ) <EOL> parser . add_option ( '<STR_LIT>' , <EOL> '<STR_LIT>' , <EOL> action = '<STR_LIT:store>' , <EOL> dest = '<STR_LIT>' , <EOL> type = '<STR_LIT:int>' ) <EOL> parser . add_option ( '<STR_LIT>' , <EOL> '<STR_LIT>' , <EOL> action = '<STR_LIT>' , <EOL> const = '<STR_LIT>' , <EOL> dest = '<STR_LIT>' ) <EOL> parser . add_option ( '<STR_LIT>' , <EOL> '<STR_LIT>' , <EOL> action = '<STR_LIT:store_true>' , <EOL> dest = '<STR_LIT>' ) <EOL> parser . add_option ( '<STR_LIT>' , <EOL> '<STR_LIT>' , <EOL> action = '<STR_LIT:store_true>' , <EOL> dest = '<STR_LIT>' ) <EOL> ( self . options , self . args ) = parser . parse_args ( ) <EOL> def Summarize ( self ) : <EOL> if self . options . summarization_type == '<STR_LIT>' : <EOL> ef = ExtractFeature . ExtractFeature ( self . options ) <EOL> inst = Instantiate . Instantiate ( self . options . dict_path ) <EOL> inst . CalculateSentenceWeights ( ef . GetFeatures ( ) ) <EOL> dc = Decode . Decode ( ef . GetLengths ( ) , <EOL> self . options . length , <EOL> ef . GetN ( ) , <EOL> inst . GetSentenceWeights ( ) ) <EOL> dc . Search ( ) <EOL> fm = Format . Format ( ef . GetSentences ( ) , <EOL> dc . GetSolution ( ) ) <EOL> fm . FormatSummary ( self . options ) <EOL> elif self . options . summarization_type == '<STR_LIT>' : <EOL> ef = ExtractFeature . ExtractFeature ( self . options ) <EOL> dc = DecodeGreedyCoverage . DecodeGreedyCoverage ( ef . GetLengths ( ) , <EOL> self . options . length , <EOL> ef . GetN ( ) , <EOL> ef . GetFeatures ( ) , <EOL> ef . GetTermDic ( ) ) <EOL> dc . Search ( ) <EOL> fm = Format . Format ( ef . GetSentences ( ) , <EOL> dc . GetSolution ( ) ) <EOL> fm . FormatSummary ( self . options ) <EOL> if __name__ == '<STR_LIT:__main__>' : <EOL> sh = Shuca ( ) <EOL> sh . Summarize ( ) </s>
