99-模拟数据神器-Faker.ipynb

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    "# 生成模拟数据Faker\n",
    "\n",
    "* 安装方法：pip install Faker\n",
    "* 作者：https://blog.csdn.net/mall_lucy/article/details/108655317\n",
    "* 常见的语言选项：\n",
    "    * zh_CN - Chinese (China Mainland)\n",
    "    * zh_TW - Chinese (China Taiwan)\n",
    "    * en_US - English (United States)\n",
    "* 地理信息：\n",
    "    * city_suffix()：市，县\n",
    "    * country()：国家\n",
    "    * country_code()：国家编码\n",
    "    * district()：区\n",
    "    * geo_coordinate()：地理坐标\n",
    "    * latitude()：地理坐标(纬度)\n",
    "    * longitude()：地理坐标(经度)\n",
    "    * postcode()：邮编\n",
    "    * province()：省份\n",
    "    * address()：详细地址\n",
    "    * street_address()：街道地址\n",
    "    * street_name()：街道名\n",
    "    * street_suffix()：街、路\n",
    "* 基础信息\n",
    "    * ssn()：生成身份证号\n",
    "    * bs()：随机公司服务名\n",
    "    * company()：随机公司名（长）\n",
    "    * company_prefix()：随机公司名（短）\n",
    "    * company_suffix()：公司性质，如'信息有限公司'\n",
    "    * credit_card_expire()：随机信用卡到期日，如'03/30'\n",
    "    * credit_card_full()：生成完整信用卡信息\n",
    "    * credit_card_number()：信用卡号\n",
    "    * credit_card_provider()：信用卡类型\n",
    "    * credit_card_security_code()：信用卡安全码\n",
    "    * job()：随机职位\n",
    "    * first_name_female()：女性名\n",
    "    * first_name_male()：男性名\n",
    "    * name()：随机生成全名\n",
    "    * name_female()：男性全名\n",
    "    * name_male()：女性全名\n",
    "    * phone_number()：随机生成手机号\n",
    "    * phonenumber_prefix()：随机生成手机号段，如139\n",
    "* 邮箱信息\n",
    "    * ascii_company_email()：随机ASCII公司邮箱名\n",
    "    * ascii_email()：随机ASCII邮箱：\n",
    "    * company_email()：公司邮箱\n",
    "    * email()：普通邮箱\n",
    "    * safe_email()：安全邮箱\n",
    "\n",
    "* 网络类基础信息\n",
    "    * domain_name()：生成域名\n",
    "    * domain_word()：域词(即，不包含后缀)\n",
    "    * ipv4()：随机IP4地址\n",
    "    * ipv6()：随机IP6地址\n",
    "    * mac_address()：随机MAC地址\n",
    "    * tld()：网址域名后缀(.com,.net.cn,等等，不包括.)\n",
    "    * uri()：随机URI地址\n",
    "    * uri_extension()：网址文件后缀\n",
    "    * uri_page()：网址文件（不包含后缀）\n",
    "    * uri_path()：网址文件路径（不包含文件名）\n",
    "    * url()：随机URL地址\n",
    "    * user_name()：随机用户名\n",
    "    * image_url()：随机URL地址\n",
    "* 浏览器信息\n",
    "    * chrome()：随机生成Chrome的浏览器user_agent信息\n",
    "    * firefox()：随机生成FireFox的浏览器user_agent信息\n",
    "    * internet_explorer()：随机生成IE的浏览器user_agent信息\n",
    "    * opera()：随机生成Opera的浏览器user_agent信息\n",
    "    * safari()：随机生成Safari的浏览器user_agent信息\n",
    "    * linux_platform_token()：随机Linux信息\n",
    "    * user_agent()：随机user_agent信息\n",
    " \n",
    "* 数字信息\n",
    "    * numerify()：三位随机数字\n",
    "    * random_digit()：0~9随机数\n",
    "    * random_digit_not_null()：1~9的随机数\n",
    "    * random_int()：随机数字，默认0~9999，可以通过设置min,max来设置\n",
    "    * random_number()：随机数字，参数digits设置生成的数字位数\n",
    "    * pyfloat()：随机Float数字\n",
    "    * pyint()：随机Int数字（参考random_int()参数）\n",
    "    * pydecimal()：随机Decimal数字（参考pyfloat参数）\n",
    "\n",
    "* 文本类信息\n",
    "    * pystr()：随机字符串\n",
    "    * random_element()：随机字母\n",
    "    * random_letter()：随机字母\n",
    "    * paragraph()：随机生成一个段落\n",
    "    * paragraphs()：随机生成多个段落\n",
    "    * sentence()：随机生成一句话\n",
    "    * sentences()：随机生成多句话，与段落类似\n",
    "    * text()：随机生成一篇文章\n",
    "    * word()：随机生成词语\n",
    "    * words()：随机生成多个词语，用法与段落，句子，类似\n",
    "    * binary()：随机生成二进制编码\n",
    "    * boolean()：True/False\n",
    "    * language_code()：随机生成两位语言编码\n",
    "    * locale()：随机生成语言/国际 信息\n",
    "    * md5()：随机生成MD5\n",
    "    * null_boolean()：NULL/True/False\n",
    "    * password()：随机生成密码,可选参数：length：密码长度；special_chars：是否能使用特殊字符；digits：是否包含数字；upper_case：是否包含大写字母；    *         * lower_case：是否包含小写字母\n",
    "    * sha1()：随机SHA1\n",
    "    * sha256()：随机SHA256\n",
    "    * uuid4()：随机UUID\n",
    "\n",
    "* 时间类信息\n",
    "    * date()：随机日期\n",
    "    * date_between()：随机生成指定范围内日期，参数：start_date，end_date\n",
    "    * date_between_dates()：随机生成指定范围内日期，用法同上\n",
    "    * date_object()：随机生产从1970-1-1到指定日期的随机日期。\n",
    "    * date_time()：随机生成指定时间（1970年1月1日至今）\n",
    "    * date_time_ad()：生成公元1年到现在的随机时间\n",
    "    * date_time_between()：用法同dates\n",
    "    * future_date()：未来日期\n",
    "    * future_datetime()：未来时间\n",
    "    * month()：随机月份\n",
    "    * month_name()：随机月份（英文）\n",
    "    * past_date()：随机生成已经过去的日期\n",
    "    * past_datetime()：随机生成已经过去的时间\n",
    "    * time()：随机24小时时间\n",
    "    * timedelta()：随机获取时间差\n",
    "    * time_object()：随机24小时时间，time对象\n",
    "    * time_series()：随机TimeSeries对象\n",
    "    * timezone()：随机时区\n",
    "    * unix_time()：随机Unix时间\n",
    "    * year()：随机年份\n",
    "\n"
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     "text": [
      "左桂香\n",
      "湖南省杰市清浦兴安盟街b座 886606\n"
     ]
    }
   ],
   "source": [
    "from faker import Faker\n",
    "fk = Faker(locale='zh_CN')\n",
    "#简体中文：zh_CN\n",
    "#繁体中文：zh_TW\n",
    "#美国英文：en_US\n",
    "#英国英文：en_GB\n",
    "#德文：de_DE\n",
    "#日文：ja_JP\n",
    "#韩文：ko_KR\n",
    "#法文：fr_FR\n",
    "\n",
    "print(fk.name())\n",
    "print(fk.address())\n"
   ]
  },
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   "id": "bcd5dbfe-f8cc-4715-8c2a-239b94a555d0",
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "青海省张家港县平山米路p座 248302 ktan@example.com 华泰通安传媒有限公司 na01@jiefeng.cn 寻呼员/话务员 608\n",
      "#######################\n",
      "{'username': 'yinming', 'name': '李颖', 'sex': 'F', 'address': '贵州省六安市高明银川路E座 919545', 'mail': 'pingyuan@hotmail.com', 'birthdate': datetime.date(1950, 8, 19)}\n",
      "#######################\n",
      "{'job': '个人业务部门经理/主管', 'company': '佳禾科技有限公司', 'ssn': '623021197604282742', 'residence': '福建省太原县清浦陈路P座 620691', 'current_location': (Decimal('-75.988008'), Decimal('-162.637549')), 'blood_group': 'AB-', 'website': ['http://www.pingxiulan.cn/', 'https://hf.cn/', 'http://www.wei.net/'], 'username': 'wangyan', 'name': '王楠', 'sex': 'F', 'address': '内蒙古自治区岩县滨城太原路S座 308025', 'mail': 'pingwei@yahoo.com', 'birthdate': datetime.date(1960, 4, 13)}\n"
     ]
    }
   ],
   "source": [
    "# 基础信息数据例子\n",
    "#1、地址\n",
    "addr = fk.address()\n",
    "#2、邮箱\n",
    "email = fk.email()\n",
    "#3、公司名称\n",
    "company = fk.company()\n",
    "#4、公司邮箱\n",
    "company_email = fk.company_email()\n",
    "#5、工作岗位\n",
    "job = fk.job()\n",
    "#6、简单个人信息\n",
    "per_s = fk.simple_profile()\n",
    "#7、更多个人信息\n",
    "per = fk.profile()\n",
    " \n",
    "#随机数 ：\n",
    "res = fk.random_int(min=100,max=999)\n",
    "\n",
    "print(addr,email,company,company_email,job,res)\n",
    "print(\"#######################\")\n",
    "print(per_s)\n",
    "print(\"#######################\")\n",
    "print(per)"
   ]
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