27 lines
883 B
Python
27 lines
883 B
Python
import json
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from flask import Flask, request
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from paddlenlp import Taskflow
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from utils import process_request
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from . import HOSPITAL, DEPARTMENT, PATIENT_NAME, ADMISSION_DATE, DISCHARGE_DATE, DOCTOR, ADMISSION_ID, AGE
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app = Flask(__name__)
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DISCHARGE_RECORD_SCHEMA = (
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HOSPITAL + DEPARTMENT + PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + DOCTOR + ADMISSION_ID + AGE
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)
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DISCHARGE = Taskflow('information_extraction', schema=DISCHARGE_RECORD_SCHEMA, model='uie-x-base',
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task_path='../model/discharge_record_model', layout_analysis=False, precision='fp16')
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@app.route('/nlp/discharge', methods=['POST'])
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@process_request
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def discharge():
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img_path = request.form.get('img_path')
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layout = request.form.get('layout')
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return DISCHARGE({'doc': img_path, 'layout': json.loads(layout)})
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if __name__ == '__main__':
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app.run('0.0.0.0', 5003)
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