def Main(): pubMedParser = PubMedParser() pubMedParser.extractRecords() documentPreprocessor = PreProcessor() for record in pubMedParser.Records: try: documentPreprocessor.PreprocessAll(str(record)) print documentPreprocessor.partsOfSpeech except KeyError: print "No abstract"