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.gitignore

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+### Python template
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+photo_review/service/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+

auto_generator.py

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+# 自动生成数据库表和sqlalchemy对应的Model
+import subprocess
+
+from config.mysql import DB_URL
+
+table = input("请输入表名：")
+out_file = f"photo_review/entity/{table}.py"
+command = f"sqlacodegen {DB_URL} --outfile={out_file} --tables={table}"
+
+try:
+    subprocess.run(command, shell=True, check=True)
+    print(f"{table}.py文件生成成功！请手动调整Base的声明！")
+except Exception as e:
+    print(f"生成{table}.py文件时发生错误: {e}")

config/log.py

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+# 配置字典
+LOGGING_CONFIG = {
+    'version': 1,  # 必需，指定配置格式的版本
+    'disable_existing_loggers': False,  # 是否禁用已经存在的logger实例
+
+    # formatters定义了不同格式的日志样式
+    'formatters': {
+        'standard': {
+            'format': '%(asctime)s [%(levelname)s] %(name)s: %(message)s',
+            'datefmt': '%Y-%m-%d %H:%M:%S',
+        },
+    },
+
+    # handlers定义了不同类型的日志处理器
+    'handlers': {
+        'console': {
+            'class': 'logging.StreamHandler',  # 控制台处理器
+            'level': 'DEBUG',
+            'formatter': 'standard',
+            'stream': 'ext://sys.stdout',  # 输出到标准输出，默认编码跟随系统，一般为UTF-8
+        },
+        'file': {
+            'class': 'logging.handlers.RotatingFileHandler',  # 文件处理器，支持日志滚动
+            'level': 'INFO',
+            'formatter': 'standard',
+            'filename': 'log/fcb_photo_review.log',  # 日志文件路径
+            'maxBytes': 1024 * 1024 * 5,  # 文件最大大小，这里为5MB
+            'backupCount': 5,  # 保留的备份文件数量
+            'encoding': 'utf-8',  # 显式指定文件编码为UTF-8以支持中文
+        },
+    },
+
+    # loggers定义了日志记录器，这里是根记录器
+    'loggers': {
+        '': {  # 根记录器
+            'handlers': ['console', 'file'],  # 关联的处理器
+            'level': 'DEBUG',  # 根记录器的级别
+            'propagate': False,  # 是否向上级传播日志信息
+        },
+    },
+}

config/mysql.py

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+from sqlalchemy import create_engine
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.orm import sessionmaker
+
+# 数据库地址
+HOSTNAME = '192.168.5.226'
+# 端口号
+PORT = '3308'
+# 库名
+DATABASE = 'wzxtest'
+# 用户名
+USERNAME = 'root'
+# 密码
+PASSWORD = 'test9Root'
+# 把配置信息和以上的连接数据组合
+DB_URL = f'mysql+pymysql://{USERNAME}:{PASSWORD}@{HOSTNAME}:{PORT}/{DATABASE}'
+
+# 是否打印执行的sql
+SHOW_SQL = False
+
+Engine = create_engine(DB_URL, echo=SHOW_SQL)
+Base = declarative_base(Engine)
+MysqlSession = sessionmaker(bind=Engine)

main.py

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+import logging.config
+
+from config.log import LOGGING_CONFIG
+from photo_review.photo_review import main
+
+# 项目必须从此处启动，否则代码中的相对路径可能导致错误的发生
+if __name__ == '__main__':
+    logging.config.dictConfig(LOGGING_CONFIG)
+    log = logging.getLogger()
+    log.info("照片审核开始")
+    main()

photo_review/entity/bd_yljg.py

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+# coding: utf-8
+from sqlalchemy import Column, DateTime, String, text
+from sqlalchemy.dialects.mysql import INTEGER, TINYINT
+
+from config.mysql import Base
+
+
+class BdYljg(Base):
+    __tablename__ = 'bd_yljg'
+
+    pk_yljg = Column(INTEGER(11), primary_key=True, comment='医疗机构主键')
+    code = Column(String(12), nullable=False, unique=True, comment='编码')
+    name = Column(String(200), comment='名称')
+    cpym = Column(String(40), comment='拼音码')
+    pk_yldj = Column(INTEGER(11), comment='医疗机构等级')
+    pk_father = Column(INTEGER(11), comment='上级医疗机构')
+    address = Column(String(300), comment='地址')
+    pk_region = Column(INTEGER(11), comment='行政区划主键')
+    depiction = Column(String(100), comment='备注')
+    creator = Column(String(20), comment='创建人')
+    creationtime = Column(DateTime, server_default=text("CURRENT_TIMESTAMP"), comment='创建时间')
+    modifier = Column(String(20), comment='最后修改人')
+    modifiedtime = Column(DateTime, comment='最后修改时间')
+    enablestate = Column(TINYINT(4), server_default=text("'1'"), comment='启用状态')
+    create_by = Column(String(100), comment='创建人')
+    create_time = Column(DateTime, server_default=text("CURRENT_TIMESTAMP"), comment='创建时间')
+    update_by = Column(String(100), comment='更新人')
+    update_time = Column(DateTime, comment='更新时间')
+    del_flag = Column(TINYINT(1), server_default=text("'0'"), comment='删除标记')

photo_review/entity/bd_ylks.py

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+# coding: utf-8
+from sqlalchemy import CHAR, Column, DateTime, String, text
+from sqlalchemy.dialects.mysql import INTEGER, TINYINT
+
+from config.mysql import Base
+
+
+class BdYlks(Base):
+    __tablename__ = 'bd_ylks'
+
+    pk_ylks = Column(INTEGER(11), primary_key=True, comment='科室主键')
+    code = Column(String(12), nullable=False, index=True, comment='编码')
+    name = Column(String(200), comment='名称')
+    cpym = Column(String(40), comment='拼音码')
+    pk_father = Column(INTEGER(11))
+    cIsBottom = Column(CHAR(1), comment='是否底层')
+    depiction = Column(String(100), comment='备注')
+    creator = Column(String(20), comment='创建人')
+    creationtime = Column(DateTime, comment='创建时间')
+    modifier = Column(String(20), comment='最后修改人')
+    modifiedtime = Column(DateTime, comment='最后修改时间')
+    enablestate = Column(TINYINT(4), server_default=text("'1'"), comment='启用状态')
+    create_by = Column(String(100), comment='创建人')
+    create_time = Column(DateTime, server_default=text("CURRENT_TIMESTAMP"), comment='创建时间')
+    update_by = Column(String(100), comment='更新人')
+    update_time = Column(DateTime, comment='更新时间')
+    del_flag = Column(TINYINT(1), server_default=text("'0'"), comment='删除标记')

photo_review/entity/zx_ie_cost.py

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+# coding: utf-8
+from sqlalchemy import Column, DECIMAL, Date, DateTime, String
+from sqlalchemy.dialects.mysql import INTEGER
+
+from config.mysql import Base
+
+
+class ZxIeCost(Base):
+    __tablename__ = 'zx_ie_cost'
+
+    pk_ie_cost = Column(INTEGER(11), primary_key=True, comment='费用明细信息抽取主键')
+    pk_phhd = Column(INTEGER(11), nullable=False, unique=True, comment='报销案子主键')
+    name = Column(String(30), comment='患者姓名')
+    admission_date_str = Column(String(255), comment='入院日期字符串')
+    admission_date = Column(Date, comment='入院日期')
+    discharge_date_str = Column(String(255), comment='出院日期字符串')
+    discharge_date = Column(Date, comment='出院日期')
+    medical_expenses_str = Column(String(255), comment='费用总额字符串')
+    medical_expenses = Column(DECIMAL(18, 2), comment='费用总额')
+    createtime = Column(DateTime, comment='创建时间')
+    creator = Column(String(255), comment='创建人')
+    modifiedtime = Column(DateTime, comment='修改时间')
+    modifier = Column(String(255), comment='修改人')

photo_review/entity/zx_ie_discharge.py

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+# coding: utf-8
+from sqlalchemy import Column, Date, DateTime, String
+from sqlalchemy.dialects.mysql import INTEGER
+
+from config.mysql import Base
+
+
+class ZxIeDischarge(Base):
+    __tablename__ = 'zx_ie_discharge'
+
+    pk_ie_discharge = Column(INTEGER(11), primary_key=True, comment='出院记录信息抽取主键')
+    pk_phhd = Column(INTEGER(11), nullable=False, unique=True, comment='报销案子主键')
+    hospital = Column(String(255), comment='医院')
+    pk_yljg = Column(INTEGER(11), comment='医院主键')
+    department = Column(String(255), comment='科别')
+    pk_ylks = Column(INTEGER(11), comment='科别主键')
+    name = Column(String(30), comment='患者姓名')
+    admission_date_str = Column(String(255), comment='入院日期字符串')
+    admission_date = Column(Date, comment='入院日期')
+    discharge_date_str = Column(String(255), comment='出院日期字符串')
+    discharge_date = Column(Date, comment='出院日期')
+    doctor = Column(String(30), comment='主治医师')
+    createtime = Column(DateTime, comment='创建时间')
+    creator = Column(String(255), comment='创建人')
+    modifiedtime = Column(DateTime, comment='修改时间')
+    modifier = Column(String(255), comment='修改人')

photo_review/entity/zx_ie_settlement.py

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+# coding: utf-8
+from sqlalchemy import Column, DECIMAL, Date, DateTime, String
+from sqlalchemy.dialects.mysql import INTEGER
+
+from config.mysql import Base
+
+
+class ZxIeSettlement(Base):
+    __tablename__ = 'zx_ie_settlement'
+
+    pk_ie_settlement = Column(INTEGER(11), primary_key=True, comment='结算清单信息抽取主键')
+    pk_phhd = Column(INTEGER(11), nullable=False, unique=True, comment='报销案子主键')
+    name = Column(String(30), comment='患者姓名')
+    admission_date_str = Column(String(255), comment='入院日期字符串')
+    admission_date = Column(Date, comment='入院日期')
+    discharge_date_str = Column(String(255), comment='出院日期字符串')
+    discharge_date = Column(Date, comment='出院日期')
+    medical_expenses_str = Column(String(255), comment='费用总额字符串')
+    medical_expenses = Column(DECIMAL(18, 2), comment='费用总额')
+    personal_cash_payment_str = Column(String(255), comment='个人现金支付字符串')
+    personal_cash_payment = Column(DECIMAL(18, 2), comment='个人现金支付')
+    personal_account_payment_str = Column(String(255), comment='个人账户支付字符串')
+    personal_account_payment = Column(DECIMAL(18, 2), comment='个人账户支付')
+    personal_funded_amount_str = Column(String(255), comment='自费金额字符串')
+    personal_funded_amount = Column(DECIMAL(18, 2), comment='自费金额')
+    medical_insurance_type = Column(String(255), comment='医保类型')
+    createtime = Column(DateTime, comment='创建时间')
+    creator = Column(String(255), comment='创建人')
+    modifiedtime = Column(DateTime, comment='修改时间')
+    modifier = Column(String(255), comment='修改人')

photo_review/entity/zx_phhd.py

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+# coding: utf-8
+from sqlalchemy import Column, DECIMAL, Date, DateTime, Index, String, text
+from sqlalchemy.dialects.mysql import BIT, CHAR, INTEGER, TINYINT, VARCHAR
+
+from config.mysql import Base
+
+
+class ZxPhhd(Base):
+    __tablename__ = 'zx_phhd'
+    __table_args__ = (
+        Index('zx_phhd_idx7', 'pk_yljg', 'cjsd_id'),
+        Index('zx_phhd_idx5', 'cStatus', 'checker', 'checktime')
+    )
+
+    pk_phhd = Column(INTEGER(11), primary_key=True, comment='病案主键')
+    cPhhd_id = Column(VARCHAR(20), unique=True, comment='拍一拍单据号')
+    billdate = Column(DateTime, index=True)
+    pk_person = Column(INTEGER(11), server_default=text("'0'"), comment='人员主键')
+    pk_corp = Column(INTEGER(11), index=True, server_default=text("'0'"), comment='单位主键')
+    cRyid = Column(VARCHAR(20), comment='人员编码')
+    cJBH = Column(VARCHAR(20), comment='结报号')
+    cXm = Column(String(12), comment='姓名')
+    cSfzh = Column(VARCHAR(20), index=True, comment='身份证号')
+    czh = Column(VARCHAR(20), comment='小组')
+    cXb = Column(VARCHAR(2), comment='性别')
+    dCsny = Column(Date, comment='出身时间')
+    fAge = Column(INTEGER(4), server_default=text("'0'"), comment='年龄')
+    pk_yljg = Column(INTEGER(11), server_default=text("'0'"), comment='医院pk')
+    pk_ylks = Column(INTEGER(11), server_default=text("'0'"), comment='科室pk')
+    cDoctor = Column(VARCHAR(20), comment='医生')
+    dZYRQ = Column(DateTime, comment='入院日期')
+    dCYRQ = Column(DateTime)
+    cZYH = Column(VARCHAR(20), comment='住院号')
+    iMZTS = Column(INTEGER(4), server_default=text("'0'"), comment='住院天数')
+    fFSYLFY = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='发生医疗费用')
+    fZcfwfy = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='政策范围内费用')
+    fxnhbcje = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='新农合补助金额')
+    fqtbcje = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='其它补助金额')
+    fBCJE = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='补偿金额')
+    fgrzfje1 = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='个人支付金额1')
+    fgezfje2 = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='个人支付金额2')
+    fgrzfje = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='个人自费金额')
+    fZfje = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='自付金额')
+    fXianje = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='限额')
+    fMaxbcje = Column(DECIMAL(18, 2), server_default=text("'0.00'"), comment='最高支付')
+    cJBBM = Column(VARCHAR(20), server_default=text("'-'"), comment='疾病编码')
+    cJbbm_cyzd = Column(VARCHAR(20), comment='疾病编码出院诊断')
+    cSsczmc = Column(VARCHAR(100), comment='手术操作名称')
+    problem_note = Column(String(400))
+    depiction = Column(VARCHAR(300), comment='备注')
+    creator = Column(VARCHAR(30), index=True, comment='创建人')
+    creationtime = Column(DateTime, index=True, server_default=text("CURRENT_TIMESTAMP"), comment='创建时间')
+    modifier = Column(VARCHAR(30), comment='最后修改人')
+    modifiedtime = Column(DateTime, server_default=text("CURRENT_TIMESTAMP"), comment='最后修改时间')
+    cStatus = Column(CHAR(1), server_default=text("'0'"), comment='状态')
+    vercode = Column(VARCHAR(4), comment='版本编码')
+    cSource_flag = Column(VARCHAR(4), server_default=text("'1'"), comment='病案来源')
+    ref_id1 = Column(VARCHAR(20))
+    ref_id2 = Column(VARCHAR(20))
+    ref_pk1 = Column(INTEGER(11))
+    checker = Column(VARCHAR(30), comment='创建人')
+    checktime = Column(DateTime, comment='创建时间')
+    paint_user = Column(VARCHAR(30))
+    paint_date = Column(DateTime)
+    filetype_id = Column(VARCHAR(10), comment='文件类型id')
+    cMphone = Column(VARCHAR(11), comment='移动电话')
+    cmiss_rectype = Column(VARCHAR(10), comment='遗漏记录类型')
+    cmiss_remark = Column(VARCHAR(200), comment='遗漏备注 ')
+    bhg_remark = Column(VARCHAR(200), comment='不合格原因')
+    cmis_jsd_flag = Column(BIT(1))
+    cmis_jsd_page = Column(VARCHAR(40), comment='结算单遗漏页码')
+    cmis_cyjl_flag = Column(BIT(1))
+    cmis_cyjl_page = Column(VARCHAR(40), comment='出院记录遗漏页码')
+    cmis_fyqd_flag = Column(BIT(1))
+    cmis_fyqd_page = Column(VARCHAR(40), comment='费用清单遗漏页码')
+    cmis_evidence = Column(VARCHAR(60), comment='相关证明材料')
+    del_reason = Column(CHAR(1), server_default=text("'0'"), comment='删除原因')
+    deln_reason = Column(VARCHAR(2), comment='删除原因')
+    train_flag = Column(VARCHAR(10), server_default=text("'0'"), comment='培训标志')
+    cjsd_id = Column(VARCHAR(30), comment='结算单号码')
+    sms_content = Column(String(1000), comment='短信内容')
+    judge_backup = Column(VARCHAR(100))
+    remind_num = Column(INTEGER(11), server_default=text("'0'"), comment='提醒次数')
+    input_cxm = Column(String(20), comment='姓名核对')
+    yb_type = Column(VARCHAR(10), comment='医保类别')
+    bucode = Column(VARCHAR(4), server_default=text("'1'"), comment='业务单元')
+    subcorpname = Column(VARCHAR(80), comment='子公司')
+    deptname = Column(VARCHAR(80), comment='部门')
+    psncode = Column(VARCHAR(16), comment='工号')
+    period_code = Column(VARCHAR(10), comment='会计期间')
+    cbznote = Column(VARCHAR(500))
+    corp_list = Column(VARCHAR(200), comment='其它补助单位及年度')
+    perjudge_flag = Column(CHAR(1), server_default=text("'0'"), comment='人员信息判断标志')
+    priority_num = Column(TINYINT(4), server_default=text("'0'"), comment='优先领取')
+    addin_xybz = Column(BIT(1))
+    addin_tybz = Column(BIT(1))
+    finish_flag = Column(BIT(1))
+    exsuccess_flag = Column(BIT(1))
+    pk_soncorp = Column(INTEGER(11), server_default=text("'0'"), comment='镇下村单位pk值')
+    return_times = Column(INTEGER(11), server_default=text("'0'"), comment='退回次数')
+    phuser_type = Column(CHAR(1), server_default=text("'1'"), comment='拍传人类型(1-自拍，2代拍，3管理员代拍)')
+    examine_note = Column(VARCHAR(400), comment='抽查意见')
+    examine_user = Column(VARCHAR(30), comment='抽查人')
+    examine_date = Column(DateTime, comment='抽查时间')
+    channel_code = Column(VARCHAR(10), comment='上传渠道')
+    einvoice_flag = Column(BIT(1))
+    drgs_flag = Column(CHAR(1), server_default=text("'0'"), comment='病种类型(0-无,1-单病种,2-drg)')
+    applyDate = Column(DateTime)
+    admissionDate = Column(Date, comment='入院日期')
+    dischargeDate = Column(Date, comment='出院日期')
+    reapplyDate = Column(Date, comment='重新上传日期')
+    exreq_times = Column(INTEGER(11), server_default=text("'0'"), comment='请求次数')
+    drug_source = Column(CHAR(1), server_default=text("'0'"), comment='药品来源(1-外购药,0--没有）')
+    addin_passpaydate = Column(BIT(1))
+    apply_classid = Column(CHAR(1), server_default=text("'0'"), comment='申请人员类别(1-农民工,0-默认)')

photo_review/entity/zx_phrec.py

@@ -0,0 +1,46 @@
+# coding: utf-8
+from sqlalchemy import CHAR, Column, DateTime, LargeBinary, String, text
+from sqlalchemy.dialects.mysql import BIT, INTEGER, TINYINT
+
+from config.mysql import Base
+
+
+class ZxPhrec(Base):
+    __tablename__ = 'zx_phrec'
+
+    pk_phrec = Column(INTEGER(11), primary_key=True, comment='病案清主键')
+    pk_phhd = Column(INTEGER(11), index=True, comment='病案主键')
+    cRectype = Column(CHAR(1), comment='记录类型（1-入院小结，2--出院小结，3--手术记录 4清单）')
+    rowno = Column(TINYINT(4), server_default=text("'1'"), comment='序号')
+    cfjaddress = Column(String(200), comment='附件地址')
+    cfjaddress2 = Column(String(500), comment='附件地址2')
+    cfjaddress3 = Column(String(500), comment='附件地址3')
+    cfjblob = Column(LargeBinary, comment='附件')
+    cfjblob2 = Column(LargeBinary, comment='附件2')
+    cfjblob3 = Column(LargeBinary, comment='附件3')
+    subsys_id = Column(String(4), comment='分系统代码')
+    depiction = Column(String(100), comment='备注')
+    isreupload = Column(CHAR(1), server_default=text("'0'"))
+    checker = Column(String(10), comment='创建人')
+    checktime = Column(DateTime, comment='创建时间')
+    creator = Column(String(30), comment='创建人')
+    creationtime = Column(DateTime, index=True, comment='创建时间')
+    modifier = Column(String(30), comment='最后修改人')
+    modifiedtime = Column(DateTime, comment='最后修改时间')
+    cSource_flag = Column(String(4), server_default=text("'1'"), comment='病案来源')
+    cStatus = Column(CHAR(1), server_default=text("'0'"), comment='状态')
+    link_flag = Column(CHAR(1), server_default=text("'1'"), comment='是否采用链接')
+    filetype_id = Column(String(10), server_default=text("'jpg'"), comment='文件类型id')
+    cmiss_flag = Column(INTEGER(4), server_default=text("'0'"), comment='遗漏补拍标记')
+    paint_flag = Column(CHAR(1), server_default=text("'0'"), comment='涂抹标志')
+    paint_user = Column(String(30))
+    paint_date = Column(DateTime)
+    byz_xmbz_flag = Column(BIT(1))
+    byz_zyrqcyjl_flag = Column(BIT(1))
+    byz_zyhcyjl_flag = Column(BIT(1))
+    byz_ftyccyjl_flag = Column(BIT(1))
+    byz_ftycfyqd_flag = Column(BIT(1))
+    byz_ftycjsd_flag = Column(BIT(1))
+    unsharp_flag = Column(BIT(1))
+    judge_backup = Column(String(40))
+    ps_flag = Column(CHAR(1), server_default=text("'0'"), comment='图片是否ps过(0-无，1-ps过)')

photo_review/photo_review.py

@@ -0,0 +1,197 @@
+from time import sleep
+
+from paddlenlp import Taskflow
+
+from config.mysql import MysqlSession
+from photo_review.entity.bd_yljg import BdYljg
+from photo_review.entity.bd_ylks import BdYlks
+from photo_review.entity.zx_ie_cost import ZxIeCost
+from photo_review.entity.zx_ie_discharge import ZxIeDischarge
+from photo_review.entity.zx_ie_settlement import ZxIeSettlement
+from photo_review.entity.zx_phhd import ZxPhhd
+from photo_review.entity.zx_phrec import ZxPhrec
+from photo_review.util.data_util import handle_date, handle_decimal
+from photo_review.util.ucloud import get_private_url
+
+
+# 关键信息提取
+def information_extraction(schema, pictures, task_path):
+    results = {}
+    for picture in pictures:
+        pic_path = get_private_url(picture)
+        if pic_path:
+            ie = Taskflow("information_extraction", schema=schema, model="uie-x-base", task_path=task_path)
+            result = ie({"doc": pic_path})
+            results.update(result[0])
+    return results
+
+
+# 从keys中获取第一个不为空的value
+def get_value_in_keys(source, keys):
+    for key in keys:
+        value = source.get(key)
+        if value:
+            value = value[0].get("text")
+            if value:
+                return value
+    return None
+
+
+# 从keys中获取所有value组成list
+def get_values_of_keys(source, keys):
+    result = []
+    for key in keys:
+        value = source.get(key)
+        if value:
+            value = value[0].get("text")
+            if value:
+                result.append(value)
+    return result
+
+
+def save_or_update_ie(table, pk_phhd, data):
+    data = {k: v for k, v in data.items() if v is not None and v != ""}
+    obj = table(**data)
+    session = MysqlSession()
+    db_data = session.query(table).filter_by(pk_phhd=pk_phhd).one_or_none()
+    if db_data:
+        for k, v in data.items():
+            setattr(db_data, k, v)
+    else:
+        session.add(obj)
+    session.commit()
+    session.close()
+
+
+def photo_review(pk_phhd):
+    settlement_list = []
+    discharge_record = []
+    cost_list = []
+
+    session = MysqlSession()
+    phrecs = session.query(ZxPhrec.pk_phrec, ZxPhrec.cRectype, ZxPhrec.cfjaddress) \
+        .filter(ZxPhrec.pk_phhd == pk_phhd) \
+        .all()
+    session.close()
+    for phrec in phrecs:
+        if phrec.cRectype == "1":
+            settlement_list.append(phrec.cfjaddress)
+        elif phrec.cRectype == "3":
+            discharge_record.append(phrec.cfjaddress)
+        elif phrec.cRectype == "4":
+            cost_list.append(phrec.cfjaddress)
+
+    name_key = ["姓名", "交款人"]
+    admission_date_key = ["入院日期", "住院时间", "开始日期", "费用发生时间", "入院时间", "住院日期"]
+    discharge_date_key = ["出院日期", "结束日期", "出院时间"]
+    medical_expenses_key = ["费用总额", "总费用", "医疗费用总额", "总计", "合计", "金额合计", "总金额", "本次住院费用总金额", "价税合计",
+                            "合计金额", "费用合计", "项目合计"]
+    personal_cash_payment_key = ["个人现金支付", "个人支付金额", "个人现金支出", "现金支付", "实际现金", "个人负担总金额", "本次现金",
+                                 "医院收取病人金额", "个人付现", "个人现金", "自费金额"]
+    personal_account_payment_key = ["个人账户支付", "账户支付", "个人账户支出", "个账支付", "账户支出"]
+    personal_funded_amount_key = ["自费", "全自费金额", "个人自费", "范围外费用", "超限价自费费用", "目录外自费", "自费总额", "自费费用"]
+    medical_insurance_type_key = ["医保类型"]
+    hospital_key = ["医院", "就诊医院", "医院名称", "医学中心"]
+    department_key = ["科别", "病人科室", "住院科别", "科室", "住院科室", "科室名称"]
+    doctor_key = ["主治医师", "住院医师", "医师", "主治及以上医师签名", "主治医生签名", "医生签名", "主治医师签名", "医师签名", "上级医师",
+                  "主诊医师", "经治医师", "副主任中医师号"]
+
+    # 基本医保结算单
+    settlement_list_schema = \
+        name_key + admission_date_key + discharge_date_key + medical_expenses_key + personal_cash_payment_key \
+        + personal_account_payment_key + personal_funded_amount_key + medical_insurance_type_key
+    # 出院记录
+    discharge_record_schema = \
+        hospital_key + department_key + name_key + admission_date_key + discharge_date_key + doctor_key
+    # 费用清单
+    cost_list_schema = name_key + admission_date_key + discharge_date_key + medical_expenses_key
+
+    settlement_list_ie_result = information_extraction(settlement_list_schema, settlement_list,
+                                                       "config/model/settlement_list_model")
+    settlement_data = {
+        "pk_phhd": pk_phhd,
+        "name": get_value_in_keys(settlement_list_ie_result, name_key),
+        "admission_date_str": get_value_in_keys(settlement_list_ie_result, admission_date_key),
+        "discharge_date_str": get_value_in_keys(settlement_list_ie_result, discharge_date_key),
+        "medical_expenses_str": get_value_in_keys(settlement_list_ie_result, medical_expenses_key),
+        "personal_cash_payment_str": get_value_in_keys(settlement_list_ie_result, personal_cash_payment_key),
+        "personal_account_payment_str": get_value_in_keys(settlement_list_ie_result, personal_account_payment_key),
+        "personal_funded_amount_str": get_value_in_keys(settlement_list_ie_result, personal_funded_amount_key),
+        "medical_insurance_type": get_value_in_keys(settlement_list_ie_result, medical_insurance_type_key)
+    }
+    settlement_data["admission_date"] = handle_date(settlement_data["admission_date_str"])
+    settlement_data["admission_date"] = handle_date(settlement_data["admission_date_str"])
+    settlement_data["discharge_date"] = handle_date(settlement_data["discharge_date_str"])
+    settlement_data["medical_expenses"] = handle_decimal(settlement_data["medical_expenses_str"])
+    settlement_data["personal_cash_payment"] = handle_decimal(settlement_data["personal_cash_payment_str"])
+    settlement_data["personal_account_payment"] = handle_decimal(settlement_data["personal_account_payment_str"])
+    settlement_data["personal_funded_amount"] = handle_decimal(settlement_data["personal_funded_amount_str"])
+    save_or_update_ie(ZxIeSettlement, pk_phhd, settlement_data)
+
+    discharge_record_ie_result = information_extraction(discharge_record_schema, discharge_record,
+                                                        "config/model/discharge_record_model")
+    discharge_data = {
+        "pk_phhd": pk_phhd,
+        "hospital": get_value_in_keys(discharge_record_ie_result, hospital_key),
+        "department": get_value_in_keys(discharge_record_ie_result, department_key),
+        "name": get_value_in_keys(discharge_record_ie_result, name_key),
+        "admission_date_str": get_value_in_keys(discharge_record_ie_result, admission_date_key),
+        "discharge_date_str": get_value_in_keys(discharge_record_ie_result, discharge_date_key),
+        "doctor": get_value_in_keys(discharge_record_ie_result, doctor_key)
+    }
+    discharge_data["admission_date"] = handle_date(discharge_data["admission_date_str"])
+    discharge_data["discharge_date"] = handle_date(discharge_data["discharge_date_str"])
+    hospital_value = get_values_of_keys(discharge_record_ie_result, hospital_key)
+    if hospital_value:
+        session = MysqlSession()
+        yljg = session.query(BdYljg.pk_yljg, BdYljg.name) \
+            .filter(BdYljg.name.in_(hospital_value)).limit(1).one_or_none()
+        session.close()
+        if yljg:
+            discharge_data["pk_yljg"] = yljg.pk_yljg
+            discharge_data["hospital"] = yljg.name
+    department_value = get_values_of_keys(discharge_record_ie_result, department_key)
+    if department_value:
+        session = MysqlSession()
+        ylks = session.query(BdYlks.pk_ylks, BdYlks.name) \
+            .filter(BdYlks.name.in_(department_value)).limit(1).one_or_none()
+        session.close()
+        if ylks:
+            discharge_data["pk_ylks"] = ylks.pk_ylks
+            discharge_data["department"] = ylks.name
+    save_or_update_ie(ZxIeDischarge, pk_phhd, discharge_data)
+
+    cost_list_ie_result = information_extraction(cost_list_schema, cost_list, "config/model/cost_list_model")
+    cost_data = {
+        "pk_phhd": pk_phhd,
+        "name": get_value_in_keys(cost_list_ie_result, name_key),
+        "admission_date_str": get_value_in_keys(cost_list_ie_result, admission_date_key),
+        "discharge_date_str": get_value_in_keys(cost_list_ie_result, discharge_date_key),
+        "medical_expenses_str": get_value_in_keys(cost_list_ie_result, medical_expenses_key)
+    }
+    cost_data["admission_date"] = handle_date(cost_data["admission_date_str"])
+    cost_data["discharge_date"] = handle_date(cost_data["discharge_date_str"])
+    cost_data["medical_expenses"] = handle_date(cost_data["medical_expenses_str"])
+    save_or_update_ie(ZxIeCost, pk_phhd, cost_data)
+
+
+def main():
+    # 最后处理的报销案子pk
+    last_pk_phhd = 0
+    # 持续检测新案子
+    while 1:
+        session = MysqlSession()
+        phhds = session.query(ZxPhhd.pk_phhd) \
+            .filter(ZxPhhd.pk_phhd > last_pk_phhd) \
+            .filter(ZxPhhd.cStatus == '2') \
+            .limit(1) \
+            .all()
+        session.close()
+        if phhds:
+            for phhd in phhds:
+                pk_phhd = phhd.pk_phhd
+                photo_review(pk_phhd)
+                last_pk_phhd = pk_phhd
+        else:
+            # 没有查询到新案子，等待 5 分钟后再查
+            sleep(5 * 60)

photo_review/util/data_util.py

@@ -0,0 +1,50 @@
+import re
+from datetime import datetime
+
+
+# 处理金额类数据
+def handle_decimal(string):
+    if not string:
+        return ""
+    return re.sub(r'[^0-9.]', '', string)
+
+
+# 处理日期类数据
+def handle_date(string):
+    if not string:
+        return ""
+
+    string = string.replace("年", "-").replace("月", "-").replace("日", "")
+    string = re.sub(r'[^0-9-]', '', string)
+    if is_valid_date_format(string):
+        return string
+    else:
+        return ""
+
+
+# 判断是否是合法的日期格式
+def is_valid_date_format(date_str):
+    if len(date_str) < 6:
+        return False
+
+    # 定义可能的日期格式
+    formats = [
+        # yyyy-MM-dd
+        '%Y-%m-%d',
+        # yy-MM-dd
+        '%y-%m-%d',
+        # yyyyMMdd
+        '%Y%m%d',
+        # yyMMdd
+        '%y%m%d',
+    ]
+
+    # 遍历所有格式，尝试解析日期
+    for fmt in formats:
+        try:
+            datetime.strptime(date_str, fmt)
+            return True
+        except ValueError:
+            pass
+
+    return False

photo_review/util/ucloud.py

@@ -0,0 +1,27 @@
+# https://github.com/ucloud/ufile-sdk-python
+import logging
+
+from ufile import filemanager
+
+public_key = "4Z7QYI7qml36QRjcCjKrls7aHl1R6H6uq"
+private_key = "FIdW1Kev1Ge3K7GHXzSLyGG1wTnaG6LE9BxmIVubcCaG"
+bucket = "drg100"
+upload_suffix = ".cn-sh2.ufileos.com"
+download_suffix = ".cn-sh2.ufileos.com"
+
+
+def get_private_url(key):
+    get_ufile_handler = filemanager.FileManager(public_key, private_key, upload_suffix, download_suffix)
+
+    # 判断文件是否存在
+    _, resp = get_ufile_handler.head_file(bucket, key)
+    if resp.status_code != 200:
+        logging.warning("uCloud中未找到(%s)! status: %d error: %s", key, resp.status_code, resp.error)
+        return None
+
+    # 获取公有空间下载url
+    # url = get_ufile_handler.public_download_url(bucket, key)
+
+    # 获取私有空间下载url, expires为下载链接有效期，单位为秒
+    url = get_ufile_handler.private_download_url(bucket, key, expires=60)
+    return url

requirements.txt

@@ -0,0 +1,3 @@
+paddlenlp==2.6.1
+sqlacodegen==2.3.0.post1
+ufile==3.2.9

test/visual_model_test/visual_model_test.py

@@ -0,0 +1,67 @@
+# 可视化的模型对比测试
+import re
+import time
+from pprint import pprint
+
+from paddlenlp import Taskflow
+from paddlenlp.utils.doc_parser import DocParser
+
+
+def visual_model_test(task_path, test_img, schema):
+    img = re.split(r'[\\/]', test_img)[-1]
+    img_name = ""
+    img_type = "jpg"
+    last_dot_index = img.rfind(".")
+    if last_dot_index != -1:
+        img_name = img[:last_dot_index]
+        img_type = img[last_dot_index + 1:]
+
+    # 默认模型
+    ie = Taskflow("information_extraction", schema=schema, model="uie-x-base")
+    results = ie({"doc": test_img})
+    pprint(results[0])
+    DocParser.write_image_with_results(
+        test_img,
+        result=results[0],
+        save_path="./img_result/" + img_name + "_default." + img_type)
+    # 自己训练的模型
+    my_ie = Taskflow("information_extraction", schema=schema, model="uie-x-base", task_path=task_path)
+    my_results = my_ie({"doc": test_img})
+    pprint(my_results[0])
+    DocParser.write_image_with_results(
+        test_img,
+        result=my_results[0],
+        save_path="./img_result/" + img_name + "_my." + img_type)
+
+
+def main(model_type):
+    # 开始时间
+    start_time = time.time()
+
+    # 结算清单
+    if model_type == "settlement":
+        task_path = "../../config/model/settlement_list_model"
+        test_img_path = "img/PH20240511000638_1_094306_1.jpg"
+        schema = ["姓名", "入院日期", "出院日期", "费用总额", "个人现金支付", "个人账户支付", "自费", "医保类型"]
+    elif model_type == "discharge":
+        task_path = "../../config/model/discharge_record_model"
+        test_img_path = "img/PH20240401000003_3_001938_2.jpg"
+        schema = ["医院", "科别", "姓名", "入院日期", "出院日期", "主治医生"]
+    elif model_type == "cost":
+        task_path = "../../config/model/cost_list_model"
+        test_img_path = "img/PH20240511000648_4_094542_2.jpg"
+        schema = ["姓名", "入院日期", "出院日期", "费用总额"]
+    else:
+        print("请输入正确的类型！")
+        return
+    visual_model_test(task_path, test_img_path, schema)
+
+    # 结束时间
+    end_time = time.time()
+    pprint(f"处理时长：{end_time - start_time}秒")
+
+
+if __name__ == '__main__':
+    main("settlement")
+    # main("discharge")
+    # main("cost")