34 lines
1.2 KiB
Python
34 lines
1.2 KiB
Python
import json
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import logging
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from flask import Flask, request
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from paddlenlp import Taskflow
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from __init__ import PATIENT_NAME, ADMISSION_DATE, DISCHARGE_DATE, MEDICAL_EXPENSES, PERSONAL_CASH_PAYMENT, \
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PERSONAL_ACCOUNT_PAYMENT, PERSONAL_FUNDED_AMOUNT, MEDICAL_INSURANCE_TYPE, ADMISSION_ID, SETTLEMENT_ID, \
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UPPERCASE_MEDICAL_EXPENSES
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from log import LOGGING_CONFIG
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from utils import process_request
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app = Flask(__name__)
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SETTLEMENT_LIST_SCHEMA = (
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PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + MEDICAL_EXPENSES + PERSONAL_CASH_PAYMENT
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+ PERSONAL_ACCOUNT_PAYMENT + PERSONAL_FUNDED_AMOUNT + MEDICAL_INSURANCE_TYPE + ADMISSION_ID + SETTLEMENT_ID
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+ UPPERCASE_MEDICAL_EXPENSES
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)
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SETTLEMENT_IE = Taskflow('information_extraction', schema=SETTLEMENT_LIST_SCHEMA, model='uie-x-base',
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task_path='model/settlement_list_model', layout_analysis=False, precision='fp16')
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@app.route('/nlp/settlement', methods=['POST'])
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@process_request
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def settlement():
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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 SETTLEMENT_IE({'doc': img_path, 'layout': json.loads(layout)})
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if __name__ == '__main__':
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logging.config.dictConfig(LOGGING_CONFIG)
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app.run('0.0.0.0', 5002)
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