def setUpClass(self):
#TODO relative path to something better?
self.df = data_helper.import_data("data/" + _TEST_DATA_FILE)
self.odf = data_helper.import_operative_data("data/" + _OPERATIVE_TEST_DATA_FILE)
self.apps = analysis.summarize_applications(self.df, self.odf)
# print apps once for debugging
print "Application summary based on test data:"
print self.apps
def create_prediction_summary(outputFileName):
logger = logging.getLogger(__name__)
# exported to global scope for debugging purposes
global predictionSummary
predictionSummary = analysis.summarize_applications(df)
logger.info("N of applications = {}".format(len(predictionSummary)))
print(predictionSummary)
if outputFileName is not None:
predictionSummary.to_csv(outputFileName, sep=';', encoding='utf-8')
else:
print predictionSummary
