统一模型接口,新增文本分类接口

This commit is contained in:
2024-09-27 13:50:55 +08:00
parent 117b29a737
commit f1149854ce
13 changed files with 144 additions and 97 deletions

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