@@ -1,13 +1,73 @@
|
||||
from paddlenlp import Taskflow
|
||||
from paddleocr import PaddleOCR
|
||||
|
||||
from config import keys
|
||||
"""
|
||||
项目配置
|
||||
"""
|
||||
# 项目奔溃的重试次数
|
||||
RETRY_TIME = 1
|
||||
|
||||
SETTLEMENT_IE = Taskflow("information_extraction", schema=keys.SETTLEMENT_LIST_SCHEMA, model="uie-x-base",
|
||||
# 每次从数据库获取的案子数量
|
||||
PHHD_BATCH_SIZE = 10
|
||||
|
||||
# 没有查询到案子的等待时间(分钟)
|
||||
SLEEP_MINUTES = 5
|
||||
|
||||
# 是否发送报错邮件
|
||||
SEND_ERROR_EMAIL = True
|
||||
|
||||
# 是否开启布局分析
|
||||
LAYOUT_ANALYSIS = False
|
||||
|
||||
# 可使用的GPU
|
||||
CUDA_VISIBLE_DEVICES = "1"
|
||||
|
||||
"""
|
||||
信息抽取关键词配置
|
||||
"""
|
||||
# 患者姓名
|
||||
PATIENT_NAME = ["患者姓名"]
|
||||
# 入院日期
|
||||
ADMISSION_DATE = ["入院日期"]
|
||||
# 出院日期
|
||||
DISCHARGE_DATE = ["出院日期"]
|
||||
# 发生医疗费
|
||||
MEDICAL_EXPENSES = ["费用总额"]
|
||||
# 个人现金支付
|
||||
PERSONAL_CASH_PAYMENT = ["个人现金支付"]
|
||||
# 个人账户支付
|
||||
PERSONAL_ACCOUNT_PAYMENT = ["个人账户支付"]
|
||||
# 个人自费金额
|
||||
PERSONAL_FUNDED_AMOUNT = ["自费金额"]
|
||||
# 医保类别
|
||||
MEDICAL_INSURANCE_TYPE = ["医保类型"]
|
||||
# 就诊医院
|
||||
HOSPITAL = ["医院"]
|
||||
# 就诊科室
|
||||
DEPARTMENT = ["科室"]
|
||||
# 主治医生
|
||||
DOCTOR = ["主治医生"]
|
||||
# 住院号
|
||||
ADMISSION_ID = ["住院号"]
|
||||
# 医保结算单号码
|
||||
SETTLEMENT_ID = ["医保结算单号码"]
|
||||
# 年龄
|
||||
AGE = ["年龄"]
|
||||
|
||||
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
|
||||
|
||||
DISCHARGE_RECORD_SCHEMA = \
|
||||
HOSPITAL + DEPARTMENT + PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + DOCTOR + ADMISSION_ID + AGE
|
||||
|
||||
COST_LIST_SCHEMA = PATIENT_NAME + ADMISSION_DATE + DISCHARGE_DATE + MEDICAL_EXPENSES
|
||||
|
||||
SETTLEMENT_IE = Taskflow("information_extraction", schema=SETTLEMENT_LIST_SCHEMA, model="uie-x-base",
|
||||
task_path="config/model/settlement_list_model", layout_analysis=False, precision='fp16')
|
||||
DISCHARGE_IE = Taskflow("information_extraction", schema=keys.DISCHARGE_RECORD_SCHEMA, model="uie-x-base",
|
||||
DISCHARGE_IE = Taskflow("information_extraction", schema=DISCHARGE_RECORD_SCHEMA, model="uie-x-base",
|
||||
task_path="config/model/discharge_record_model", layout_analysis=False, precision='fp16')
|
||||
COST_IE = Taskflow("information_extraction", schema=keys.COST_LIST_SCHEMA, model="uie-x-base", device_id=1,
|
||||
COST_IE = Taskflow("information_extraction", schema=COST_LIST_SCHEMA, model="uie-x-base", device_id=1,
|
||||
task_path="config/model/cost_list_model", layout_analysis=False, precision='fp16')
|
||||
|
||||
OCR = PaddleOCR(use_angle_cls=False, lang="ch", show_log=False, gpu_id=1)
|
||||
|
||||
Reference in New Issue
Block a user