29 lines
876 B
Python
29 lines
876 B
Python
from typing import Dict
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import pandas as pd
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from processing.ner.formats import BaseNameFormatter
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class NativeOnlyFormatter(BaseNameFormatter):
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def transform(self, row: pd.Series) -> Dict:
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native_parts = self.parse_native_components(row['probable_native'])
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# Only native components
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full_name = row['probable_native']
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return {
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'name': full_name,
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'probable_native': row['probable_native'],
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'identify_name': row['probable_native'],
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'probable_surname': '',
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'identify_surname': '',
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'ner_entities': str(self.create_ner_tags(full_name, native_parts, '')),
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'transformation_type': self.transformation_type,
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**self.compute_derived_attributes(full_name)
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}
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@property
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def transformation_type(self) -> str:
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return 'native_only'
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