DataVerification

• DataVerification是用于数据检验的工具
• 包含对多种数据的多种验证:身份证、社会信用码、时间、数字、geo数据、邮箱、电话、邮编、网络地址等
• 提供同步检验方法和异步检验方法，通过调用类来实现，异步方法在异步类中，异步类以Async结尾
• 安装DataVerification

pip install data-verification

主入口:data_verification

• 方法主入口，包含所有检验方法

import data_verification as dv

pdv = dv.PublicDataVerification()
pdva = dv.PublicDataVerificationAsync()
gdv = dv.GeoDataValidator("", "")
gdva = dv.GeoDataValidatorAsync("", "")

• 所有基类方法可从相应文件导入，例如

from data_verification.public.id_number import IDNumber
from data_verification.public.id_number import IDNumberAsync

idn = IDNumber()
idna = IDNumberAsync()

• 所有基类方法和PublicDataVerification, PublicDataVerificationAsync，GeoDataValidator, GeoDataValidatorAsync可从gather中全部获取

from data_verification.gather import IDNumber
from data_verification.gather import IDNumberAsync
from data_verification.gather import PublicDataVerification
from data_verification.gather import PublicDataVerificationAsync
from data_verification.gather import LineDataValidator
from data_verification.gather import GeoDataValidator
from data_verification.gather import GeoDataValidatorAsync

idn = IDNumber()
idna = IDNumberAsync()
pdv = PublicDataVerification()
pdva = PublicDataVerificationAsync()
ldv = LineDataValidator("")
gdv = GeoDataValidator("", "")
gdva = GeoDataValidatorAsync("", "")

PublicDataVerification, PublicDataVerificationAsync

from data_verification import PublicDataVerification
from data_verification import PublicDataVerificationAsync

pdv = PublicDataVerification()
pdva = PublicDataVerificationAsync()

• 在data_verification中直接导入即可
• DataVerification包含所有的同步方法（除geo相关）
• DataVerificationAsync包含所有的异步方法（除geo相关）
• PublicDataVerification拥有异步类PublicDataVerificationAsync，其基类全部都有相对应的异步基类
• PublicDataVerification包含:
  • Regex:正则表达式相关基类
  • SCC:社会信用代码相关基类
  • Number:数字相关基类
  • Email:邮箱相关基类
  • IDNumber:身份证相关基类
  • Organization:组织机构相关基类
  • Compare:比较相关基类
  • VerifyType:类型相关基类
  • Coordinates:经纬度相关基类
  • Time:时间相关基类
  • IPAddress:网络地址相关基类
  • PhoneNumber:电话号码相关基类
  • AdminDivision:区划编号相关基类
  • Decode:字符编码相关基类
  • Postal:邮政编码相关基类
  • Empty:空值相关基类
  • Unique:唯一值相关基类
• PublicDataVerificationAsync包含:
  • RegexAsync:正则表达式相关异步基类
  • SCCAsync:社会信用代码相关异步基类
  • NumberAsync:数字相关异步基类
  • EmailAsync:邮箱相关异步基类
  • IDNumberAsync:身份证相关异步基类
  • OrganizationAsync:组织机构相关异步基类
  • CompareAsync:比较相关异步基类
  • VerifyTypeAsync:类型相关异步基类
  • CoordinatesAsync:经纬度相关异步基类
  • TimeAsync:时间相关异步基类
  • IPAddressAsync:网络地址相关异步基类
  • PhoneNumberAsync:电话号码相关异步基类
  • AdminDivisionAsync:区划编号相关异步基类
  • DecodeAsync:字符编码相关异步基类
  • PostalAsync:邮政编码相关异步基类
  • EmptyAsync:空值相关异步基类
  • UniqueAsync:唯一值相关异步基类

GeoDataValidator, GeoDataValidatorAsync

from data_verification import GeoDataValidator
from data_verification import GeoDataValidatorAsync

gdv = GeoDataValidator("", "")
gdva = GeoDataValidatorAsync("", "")

• 在data_verification中直接导入即可
• DataVerification包含所有geo相关的同步方法
• DataVerificationAsync包含所有geo相关的异步方法
• GeoDataValidator拥有异步类GeoDataValidatorAsync，但是其基类没有相对应的异步基类
• GeoDataValidator包含:
  • LineDataValidator-矢量线数据位置合理性验证
  • PolygonDataValidator-矢量面数据位置合理性验证
  • PointDataValidator-矢量点数据位置合理性验证
  • LineTopologyValidator-线拓扑规则合理性验证
  • PolygonTopologyValidator-面拓扑规则合理性验证
  • PointTopologyValidator-点拓扑规则合理性验证
• GeoDataValidator以及GeoDataValidatorAsync初始化包含三个参数
  • file_path: 地理数据shp文件路径
  • validator_type: 验证器类型，如 'point_data'-矢量点数据位置合理性, 'line_data'-矢量线数据位置合理性, 'polygon_data'-矢量面数据位置合理性, 'point_topology'-点拓扑规则合理性, 'line_topology'-线拓扑规则合理性, 'polygon_topology'-面拓扑规则合理性
  • boundary_file_path: 边界多边形shp文件地址（可选）
• GeoDataValidator包含两个方法
  • check_validity: 检查地理数据位置合理性和拓扑规则
  • check_specific_validity: 检查特定地理要素的位置合理性和拓扑规则