# -*- encoding: utf-8 -*- """ @File : UserDataController.py @Time : 2022/8/16 10:44 @Author : peng @Email : zhangdongming@asj6.wecom.work @Software: PyCharm """ from django.db.models import Q, Count from django.views.generic.base import View import datetime from Ansjer.config import OSS_STS_ACCESS_SECRET, OSS_STS_ACCESS_KEY from Controller.DeviceConfirmRegion import Device_Region from Model.models import Device_User, CountryModel from Object.ResponseObject import ResponseObject from Object.TokenObject import TokenObject from Service.CommonService import CommonService # 用户数据 class UserDataView(View): def get(self, request, *args, **kwargs): request.encoding = 'utf-8' operation = kwargs.get('operation') return self.validation(request.GET, request, operation) def post(self, request, *args, **kwargs): request.encoding = 'utf-8' operation = kwargs.get('operation') return self.validation(request.POST, request, operation) def validation(self, request_dict, request, operation): token_code, user_id, response = CommonService.verify_token_get_user_id(request_dict, request) if token_code != 0: return response.json(token_code) if operation == 'increase': # 查询用户新增数据 return self.user_increase(request_dict, response) elif operation == 'active': # 查询用户活跃数据 return self.user_active(request_dict, response) elif operation == 'region': # 查询用户地区分布 return self.user_region(response) else: return response.json(414) @classmethod def user_increase(cls, request_dict, response): """ 查询用户增长数据 @param request_dict:请求参数 @request_dict startTime:开始时间 @request_dict endTime:结束时间 @param response:响应对象 @return: """ start_time = request_dict.get('startTime', None) end_time = request_dict.get('endTime', None) time_unit = request_dict.get('timeUnit', None) if not all([start_time, end_time, time_unit]): return response.json(444, {'error param': 'startTime or endTime or timeUnit'}) start_time = datetime.datetime.fromtimestamp(int(start_time)) end_time = datetime.datetime.fromtimestamp(int(end_time)) time_list = CommonService.cutting_time(start_time, end_time, time_unit) try: user_qs = Device_User.objects.filter(data_joined__range=(start_time, end_time)) user_list = [] count = user_qs.count() for item in time_list: user_date_qs = user_qs.filter(data_joined__range=item) s_time = CommonService.str_to_timestamp(item[0].strftime('%Y-%m-%d %H:%M:%S')) e_time = CommonService.str_to_timestamp(item[1].strftime('%Y-%m-%d %H:%M:%S')) user_dict = { 'count': user_date_qs.count(), 'startTime': s_time, 'endTime': e_time } user_list.append(user_dict) user_country_qs = user_qs.values('region_country').annotate(count=Count('region_country')).order_by( '-count') region_list = [] for item in user_country_qs: country_id = item['region_country'] country_qs = CountryModel.objects.filter(id=country_id).values('country_name') country_name = country_qs[0]['country_name'] if country_qs.exists() else '未知区域' rate = round(item['count'] / count * 100, 2) country_dict = { 'countryName': country_name, 'count': item['count'], 'rate': rate } region_list.append(country_dict) res = { 'user': user_list, 'region': region_list } return response.json(0, res) except Exception as e: return response.json(500, repr(e)) @classmethod def user_active(cls, request_dict, response): """ 查询用户活跃数据 @param request_dict:请求参数 @request_dict startTime:开始时间 @request_dict endTime:结束时间 @param response:响应对象 @return: """ start_time = request_dict.get('startTime', None) end_time = request_dict.get('endTime', None) time_unit = request_dict.get('timeUnit', None) if not all([start_time, end_time, time_unit]): return response.json(444, {'error param': 'startTime or endTime or timeUnit'}) start_time = datetime.datetime.fromtimestamp(int(start_time)) end_time = datetime.datetime.fromtimestamp(int(end_time)) time_list = CommonService.cutting_time(start_time, end_time, time_unit) try: user_qs = Device_User.objects.filter(last_login__range=(start_time, end_time)) user_list = [] count = user_qs.count() for item in time_list: user_date_qs = user_qs.filter(last_login__range=item) s_time = CommonService.str_to_timestamp(item[0].strftime('%Y-%m-%d %H:%M:%S')) e_time = CommonService.str_to_timestamp(item[1].strftime('%Y-%m-%d %H:%M:%S')) user_dict = { 'count': user_date_qs.count(), 'startTime': s_time, 'endTime': e_time } user_list.append(user_dict) user_country_qs = user_qs.values('region_country').annotate(count=Count('region_country')).order_by( '-count') region_list = [] for item in user_country_qs: country_id = item['region_country'] country_qs = CountryModel.objects.filter(id=country_id).values('country_name') country_name = country_qs[0]['country_name'] if country_qs.exists() else '未知区域' rate = round(item['count'] / count * 100, 2) country_dict = { 'countryName': country_name, 'count': item['count'], 'rate': rate } region_list.append(country_dict) res = { 'user': user_list, 'region': region_list } return response.json(0, res) except Exception as e: return response.json(500, repr(e)) @classmethod def user_region(cls, response): """ 查询用户地区分布 @param response:响应对象 @return: """ res = { 'countries': [], } try: user_qs = Device_User.objects.all() count = user_qs.count() user_qs = user_qs.values('region_country').annotate(count=Count('region_country')).order_by('-count') for item in user_qs: country_id = item['region_country'] country_qs = CountryModel.objects.filter(id=country_id).values('country_name') item['country_name'] = country_qs[0]['country_name'] if country_qs.exists() else '未知区域' item['rate'] = round(item['count'] / count * 100, 2) res['countries'] = list(user_qs) return response.json(0, res) except Exception as e: return response.json(500, repr(e))