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7ac8503 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 | """Find people's names in a text.
pip install onnxruntime tokenizers numpy
python example.py
python example.py letter.txt
"""
import sys
from pathlib import Path
HERE = Path(__file__).resolve().parent
sys.path.insert(0, str(HERE / 'code'))
import runtime
SAMPLE = """Dear Ms Okonjo,
Sam Hill has checked the figures with the Planning team. AR to circulate the draft before the committee meets.
Yours sincerely
Priya Raman
Information Governance Officer
"""
detector = runtime.Detector(HERE)
text = Path(sys.argv[1]).read_text() if len(sys.argv) > 1 else SAMPLE
found = detector.findings(text)
for f in found:
print(f"{f['start']:>6}-{f['end']:<6} {f['score']:.2f} {text[f['start']:f['end']]}")
masked, last = [], 0
for f in found:
masked += [text[last:f['start']], '[NAME]']
last = f['end']
print()
print(''.join(masked) + text[last:])
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