def _check_for_overlapping_annotations()

in comprehend_groundtruth_integration/src/comprehend_customer_scripts/GroundTruth/EntityRecognizer/groundtruth_to_comprehend_format_converter.py [0:0]

• 10 lines of code
• 3 McCabe index (conditional complexity)

    def _check_for_overlapping_annotations(self, annotations):
        annotations.sort(key=itemgetter(2))  # 2 represents the index of beginOffset in the tuple
        for i in range(1, len(annotations)):
            previous_end_offset = annotations[i - 1][3]  # 3 represents the index of the endOffset in the previous tuple
            current_begin_offset = annotations[i][2]  # 2 represents the index of the beginOffset in the current tuple
            if previous_end_offset > current_begin_offset:
                raise Exception(OVERLAPPING_ANNOTATIONS.substitute(doc=self.groundtruth_manifest_file_name,
                                                                   line=annotations[i][1],
                                                                   annotations1=annotations[i - 1][4], # represents entity types in the previous tuple that is overlapping
                                                                   annotations2=annotations[i][4]))  # represents other entity type in the current tuple that is overlapping