<s> import os , sys , re , udb <EOL> from datetime import datetime <EOL> from nlputils import * <EOL> from udb import * <EOL> from parse import * <EOL> def generate_arff ( params , input_files ) : <EOL> debug_level = params [ '<STR_LIT>' ] <EOL> RX_KERNEL = '<STR_LIT>' <EOL> if debug_level > <NUM_LIT:0> : <EOL> temp = "<STR_LIT>" <EOL> debug_print ( <NUM_LIT:1> , debug_level , temp ) <EOL> anlist = [ ] <EOL> for annotator in params [ '<STR_LIT>' ] : <EOL> rx_kernel = re . compile ( RX_KERNEL , re . DOTALL ) <EOL> kernel = rx_kernel . search ( annotator ) <EOL> arg = None <EOL> if kernel != None : <EOL> arg = kernel . group ( ) [ <NUM_LIT:1> : - <NUM_LIT:1> ] <EOL> annotator = ( annotator [ : kernel . start ( ) ] ) . strip ( ) <EOL> exec ( '<STR_LIT>' + annotator + '<STR_LIT>' ) <EOL> obj = locals ( ) . get ( annotator ) <EOL> if arg == None : <EOL> anlist . append ( obj ( ) ) <EOL> else : <EOL> anlist . append ( obj ( arg ) ) <EOL> arff_file = open ( params [ '<STR_LIT>' ] , "<STR_LIT:w>" ) <EOL> if debug_level > <NUM_LIT:0> : <EOL> temp = "<STR_LIT>" <EOL> debug_print ( <NUM_LIT:1> , debug_level , temp ) <EOL> entry = '<STR_LIT>' <EOL> dt = datetime ( <NUM_LIT> , <NUM_LIT:10> , <NUM_LIT:20> ) <EOL> entry += '<STR_LIT>' + str ( dt . now ( ) ) + '<STR_LIT>' <EOL> entry += '<STR_LIT>' . ljust ( <NUM_LIT:16> ) <EOL> task_type = params [ '<STR_LIT>' ] <EOL> if task_type == '<STR_LIT>' : <EOL> entry += '<STR_LIT>' <EOL> elif task_type == '<STR_LIT>' : <EOL> entry += '<STR_LIT>' <EOL> elif task_type == '<STR_LIT>' : <EOL> entry += '<STR_LIT>' <EOL> else : <EOL> entry += '<STR_LIT>' <EOL> arff_file . write ( entry + '<STR_LIT>' ) <EOL> for annotator in anlist : <EOL> entry = '<STR_LIT>' . ljust ( <NUM_LIT:16> ) <EOL> entry += annotator . get_feat_name ( ) . ljust ( <NUM_LIT:16> ) <EOL> entry += annotator . get_feat_type ( ) <EOL> arff_file . write ( entry + '<STR_LIT:\n>' ) <EOL> entry = '<STR_LIT>' . ljust ( <NUM_LIT:16> ) <EOL> entry += '<STR_LIT:class>' . ljust ( <NUM_LIT:16> ) <EOL> if task_type == '<STR_LIT>' : <EOL> entry += '<STR_LIT>' <EOL> elif task_type == '<STR_LIT>' : <EOL> entry += '<STR_LIT>' <EOL> elif task_type == '<STR_LIT>' : <EOL> entry += '<STR_LIT>' <EOL> entry += '<STR_LIT>' <EOL> else : <EOL> entry += '<STR_LIT>' <EOL> entry += '<STR_LIT>' <EOL> arff_file . write ( entry + '<STR_LIT:\n>' ) <EOL> arff_file . write ( '<STR_LIT>' ) <EOL> if debug_level > <NUM_LIT:0> : <EOL> temp = "<STR_LIT>" <EOL> debug_print ( <NUM_LIT:1> , debug_level , temp ) <EOL> num_files = len ( input_files ) <EOL> file_cnt = <NUM_LIT:0> <EOL> for filename in input_files : <EOL> if debug_level == <NUM_LIT:1> : <EOL> file_cnt += <NUM_LIT:1> <EOL> temp = "<STR_LIT>" + str ( file_cnt ) + '<STR_LIT>' + str ( num_files ) <EOL> print temp , <EOL> sys . stdout . flush ( ) <EOL> infile = open ( params [ '<STR_LIT>' ] + "<STR_LIT:/>" + filename , "<STR_LIT:r>" ) <EOL> src_data = infile . read ( ) <EOL> src_meta = { '<STR_LIT>' : filename } <EOL> options = { } <EOL> bundle = parse_to_udb ( src_data , src_meta , options ) <EOL> for annotator in anlist : <EOL> annotator . annotate ( bundle ) <EOL> for chunk in bundle . chunks : <EOL> cmeta = chunk [ <NUM_LIT:1> ] <EOL> if task_type == '<STR_LIT>' and cmeta [ task_type ] == '<STR_LIT>' : <EOL> continue <EOL> entry = '<STR_LIT>' <EOL> for annotator in anlist : <EOL> fname = annotator . get_feat_name ( ) <EOL> ftype = annotator . get_feat_type ( ) <EOL> if ftype == '<STR_LIT:string>' : <EOL> entry += '<STR_LIT>' + cmeta [ fname ] + '<STR_LIT>' <EOL> else : <EOL> entry += str ( cmeta [ fname ] ) + '<STR_LIT:U+002CU+0020>' <EOL> entry += cmeta [ task_type ] <EOL> arff_file . write ( entry + '<STR_LIT:\n>' ) <EOL> infile . close ( ) <EOL> if debug_level == <NUM_LIT:1> : <EOL> print <EOL> sys . stdout . flush ( ) <EOL> arff_file . close ( ) <EOL> def run_training ( params , input_files ) : <EOL> debug_level = params [ '<STR_LIT>' ] <EOL> if params [ '<STR_LIT>' ] == '<STR_LIT:train>' : <EOL> generate_arff ( params , input_files ) <EOL> if debug_level > <NUM_LIT:0> : <EOL> temp = "<STR_LIT>" <EOL> debug_print ( <NUM_LIT:1> , debug_level , temp ) <EOL> cmd = '<STR_LIT>' + params [ '<STR_LIT>' ] + '<STR_LIT>' <EOL> cmd += params [ '<STR_LIT>' ] + '<STR_LIT>' + params [ '<STR_LIT>' ] <EOL> cmd += '<STR_LIT>' + params [ '<STR_LIT>' ] <EOL> os . system ( cmd ) <EOL> def run_testing ( params , input_files ) : <EOL> debug_level = params [ '<STR_LIT>' ] <EOL> generate_arff ( params , input_files ) <EOL> if debug_level > <NUM_LIT:0> : <EOL> temp = "<STR_LIT>" <EOL> debug_print ( <NUM_LIT:1> , debug_level , temp ) <EOL> cmd = '<STR_LIT>' + params [ '<STR_LIT>' ] + '<STR_LIT>' <EOL> cmd += params [ '<STR_LIT>' ] + '<STR_LIT>' + params [ '<STR_LIT>' ] <EOL> cmd += '<STR_LIT>' + params [ '<STR_LIT>' ] <EOL> os . system ( cmd ) <EOL> def dump_text ( params , input_files ) : <EOL> for filename in input_files : <EOL> infile = open ( params [ '<STR_LIT>' ] + "<STR_LIT:/>" + filename , "<STR_LIT:r>" ) <EOL> src_data = infile . read ( ) <EOL> src_meta = { '<STR_LIT>' : filename } <EOL> options = { } <EOL> bundle = parse_to_udb ( src_data , src_meta , options ) <EOL> task_type = params [ '<STR_LIT>' ] <EOL> for chunk in bundle . chunks : <EOL> cmeta = chunk [ <NUM_LIT:1> ] <EOL> ostr = cmeta [ task_type ] + '<STR_LIT:\t>' <EOL> ostr += chunk [ <NUM_LIT:0> ] . replace ( '<STR_LIT:\n>' , '<STR_LIT:U+0020>' ) <EOL> print ostr <EOL> infile . close ( ) </s>
