def classify_file(file_path, expected_classification):
failures = set()
success_count = 0
total_items = 0
for line in lines(file_path):
classification = twss_classifier.classify(line)
if classification == expected_classification: success_count += 1
else: failures.add(line)
total_items += 1
print "Expected classification: " + expected_classification
print "Success rate: " + str((100.0 * success_count) / total_items) + "%"
print "Failures: "
for failure in failures: print "\t" + failure
def classify():
query = request.args.get('q', 0, type=str)
return jsonify(result = twss_classifier.classify(query))
def classify():
query = request.args.get('q', 0, type=str)
return jsonify(result=twss_classifier.classify(query))
