def compare_and_print_tfidf(cls, title_a, report_a,
title_b, report_b):
from ir_log import IRLog
from ir_config import IRConfig
from ir_tfidf import IRTFIDF
summary_field_name = IRConfig.get_instance().get('bug_summary_name')
description_field_name = IRConfig.get_instance().get('bug_description_name')
summary_a, description_a = report_a.get_summary_and_description_tfidf()
summary_b, description_b = report_b.get_summary_and_description_tfidf()
IRLog.get_instance().println('[TFIDF][Summary][%s][%s]' \
% (title_a, title_b))
IRTFIDF.show_dict_compare(summary_a, summary_b, summary_field_name)
IRLog.get_instance().println('[TFIDF][Description][%s][%s]' \
% (title_a, title_b))
IRTFIDF.show_dict_compare(description_a, description_b, description_field_name)
def test_calculate_tfidf_for_report_termcount_bidf(self):
from ir_log import IRLog
from ir_config import IRConfig
from ir_tfidf import IRTFIDF
IRLog.get_instance().start_log()
IRConfig.get_instance().load('../data/test/bug_test.cfg')
IRConfig.get_instance().set('tfidf_algorithm', 'bidf')
summary = {'firefox':5, 'chrome':12}
description = {'max':10, 'min':30, 'fix':10}
summary_tfidf, description_tfidf = \
IRTFIDF.calculate_tfidf_for_report_termcount(summary, description)
IRLog.get_instance().println('Summary')
IRTFIDF.show_dict_compare(summary_tfidf, summary_tfidf)
IRLog.get_instance().println('Description')
IRTFIDF.show_dict_compare(description_tfidf, description_tfidf)
IRLog.get_instance().stop_log()
def compare_and_print_tfidf(cls, title_a, report_a, title_b, report_b):
from ir_log import IRLog
from ir_config import IRConfig
from ir_tfidf import IRTFIDF
summary_field_name = IRConfig.get_instance().get('bug_summary_name')
description_field_name = IRConfig.get_instance().get(
'bug_description_name')
summary_a, description_a = report_a.get_summary_and_description_tfidf()
summary_b, description_b = report_b.get_summary_and_description_tfidf()
IRLog.get_instance().println('[TFIDF][Summary][%s][%s]' \
% (title_a, title_b))
IRTFIDF.show_dict_compare(summary_a, summary_b, summary_field_name)
IRLog.get_instance().println('[TFIDF][Description][%s][%s]' \
% (title_a, title_b))
IRTFIDF.show_dict_compare(description_a, description_b,
description_field_name)
def test_show_dict_compare(self):
from ir_log import IRLog
from ir_config import IRConfig
from ir_tfidf import IRTFIDF
IRLog.get_instance().start_log()
IRConfig.get_instance().load('../data/test/bug_test.cfg')
summary_name = IRConfig.get_instance().get('bug_summary_name')
description_name = IRConfig.get_instance().get('bug_description_name')
summary_a, description_a = IRTFIDF.get_tfidf_of_bug(100000)
summary_b, description_b = IRTFIDF.get_tfidf_of_bug(100200)
IRLog.get_instance().println('Summary 100000 vs 100200')
IRTFIDF.show_dict_compare(summary_a, summary_b, summary_name)
IRLog.get_instance().println('Description 100000 vs 100200')
IRTFIDF.show_dict_compare(description_a, description_b)
IRLog.get_instance().println('Summary 100000 vs 100000')
IRTFIDF.show_dict_compare(summary_a, summary_a)
IRLog.get_instance().println('Description 100000 vs 100000')
IRTFIDF.show_dict_compare(description_a, description_a, description_name)