ASJServer/AdminController/dataSystemManagement/UserDataController.py

# -*- 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 Count
from django.views.generic.base import View
import datetime
import requests

from Model.models import Device_User, CountryModel
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)
        elif operation == 'global/increase':  # 查询全球用户新增数据
            return self.global_user_increase(request, request_dict, response)
        elif operation == 'global/active':  # 查询全球用户活跃数据
            return self.global_user_active(request, request_dict, response)
        elif operation == 'global/region':  # 查询全球用户地区分布
            return self.global_user_region(request, 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
        @request_dict timeUnit:时间单位
        @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:
                s_time = datetime.datetime.fromtimestamp(int(item[0]))
                e_time = datetime.datetime.fromtimestamp(int(item[1]))
                user_date_qs = user_qs.filter(last_login__range=(s_time, e_time))
                rate = round(user_date_qs.count() / count * 100, 2)
                user_dict = {
                    'count': user_date_qs.count(),
                    'rate': rate,
                    'startTime': item[0],
                    'endTime': item[1]
                }
                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
        @request_dict timeUnit:时间单位
        @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:
                s_time = datetime.datetime.fromtimestamp(int(item[0]))
                e_time = datetime.datetime.fromtimestamp(int(item[1]))
                user_date_qs = user_qs.filter(last_login__range=(s_time, e_time))
                rate = round(user_date_qs.count() / count * 100, 2)
                user_dict = {
                    'count': user_date_qs.count(),
                    'rate': rate,
                    'startTime': item[0],
                    'endTime': item[1]
                }
                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')
            continent_list = []
            for item in user_qs:
                country_id = item['region_country']
                country_qs = CountryModel.objects.filter(id=country_id).values('country_name', 'region__name')
                item['countryName'] = country_qs[0]['country_name'] if country_qs.exists() else '未知区域'
                item['rate'] = round(item['count'] / count * 100, 2)
                if country_qs.exists():
                    flag = 0
                    for each in continent_list:
                        if country_qs[0]['region__name'] == each['continentName']:
                            each['count'] += item['count']
                            flag = 1
                            break
                    if flag == 0:
                        continent_list.append({
                            'continentName': country_qs[0]['region__name'],
                            'count': item['count']
                        })
            for item in continent_list:
                item['rate'] = round(item['count'] / count * 100, 2)
            res['countries'] = list(user_qs)
            res['continent'] = continent_list
            return response.json(0, res)
        except Exception as e:
            return response.json(500, repr(e))

    @classmethod
    def global_user_increase(cls, request, request_dict, response):
        """
        查询全球用户新增数据
        @param request:请求
        @param request_dict:请求参数
        @param response:响应对象
        @return:
        """
        url_list = CommonService.get_domain_name()
        try:
            headers = {
                'Authorization': request.META.get('HTTP_AUTHORIZATION')
            }
            user_list = []
            user_count = 0
            region_list = []
            region_count = 0
            for url in url_list:
                url = url + request.path.replace('global/', '')
                res = requests.get(url=url, params=request_dict, headers=headers)
                result = res.json()
                if result['result_code'] == 0:
                    for item in result['result']['user']:
                        flag = 0
                        for each in user_list:
                            if item['startTime'] == each['startTime'] and item['endTime'] == each['endTime']:
                                each['count'] += item['count']
                                user_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            user_list.append(item)
                            user_count += item['count']
                    for item in user_list:
                        item['rate'] = round(item['count'] / user_count * 100, 2)
                    for item in result['result']['region']:
                        flag = 0
                        for each in region_list:
                            if item['countryName'] == each['countryName']:
                                each['count'] += item['count']
                                region_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            region_list.append(item)
                            region_count += item['count']
                    for item in region_list:
                        item['rate'] = round(item['count'] / region_count * 100, 2)
                else:
                    return response.json(result['result_code'])
            res = {
                'user': user_list,
                'region': CommonService.list_sort(region_list)
            }
            return response.json(0, res)
        except Exception as e:
            return response.json(500, repr(e))

    @classmethod
    def global_user_active(cls, request, request_dict, response):
        """
        查询全球用户活跃数据
        @param request:请求
        @param request_dict:请求参数
        @param response:响应对象
        @return:
        """
        url_list = CommonService.get_domain_name()
        try:
            headers = {
                'Authorization': request.META.get('HTTP_AUTHORIZATION')
            }
            user_list = []
            user_count = 0
            region_list = []
            region_count = 0
            for url in url_list:
                url = url + request.path.replace('global/', '')
                res = requests.get(url=url, params=request_dict, headers=headers)
                result = res.json()
                if result['result_code'] == 0:
                    for item in result['result']['user']:
                        flag = 0
                        for each in user_list:
                            if item['startTime'] == each['startTime'] and item['endTime'] == each['endTime']:
                                each['count'] += item['count']
                                user_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            user_list.append(item)
                            user_count += item['count']
                    for item in user_list:
                        item['rate'] = round(item['count'] / user_count * 100, 2)
                    for item in result['result']['region']:
                        flag = 0
                        for each in region_list:
                            if item['countryName'] == each['countryName']:
                                each['count'] += item['count']
                                region_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            region_list.append(item)
                            region_count += item['count']
                    for item in region_list:
                        item['rate'] = round(item['count'] / region_count * 100, 2)
                else:
                    return response.json(result['result_code'])
            res = {
                'user': user_list,
                'region': CommonService.list_sort(region_list)
            }
            return response.json(0, res)
        except Exception as e:
            return response.json(500, repr(e))

    @classmethod
    def global_user_region(cls, request, response):
        """
        查询全球用户地区分布
        @param request:请求
        @param response:响应对象
        @return:
        """
        url_list = CommonService.get_domain_name()
        try:
            headers = {
                'Authorization': request.META.get('HTTP_AUTHORIZATION')
            }
            user_list = []
            region_list = []
            user_count = 0
            for url in url_list:
                url = url + request.path.replace('global/', '')
                res = requests.get(url=url, headers=headers)
                result = res.json()
                if result['result_code'] == 0:
                    # 处理地区
                    for item in result['result']['countries']:
                        flag = 0
                        for each in user_list:
                            if each['countryName'] == item['countryName']:
                                each['count'] += int(item['count'])
                                user_count += int(item['count'])
                                flag = 1
                                break
                        if flag == 0:
                            user_list.append(item)
                            user_count += int(item['count'])
                    for item in user_list:
                        rate = round(item['count'] / user_count * 100, 2)
                        item['rate'] = rate
                    for item in result['result']['continent']:
                        flag = 0
                        for each in region_list:
                            if each['continentName'] == item['continentName']:
                                each['count'] += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            region_list.append(item)
                    for item in region_list:
                        item['rate'] = round(item['count'] / user_count * 100, 2)
                else:
                    return response.json(result['result_code'])
            res = {
                'countries': CommonService.list_sort(user_list[:20]),
                'continent': CommonService.list_sort(region_list)
            }
            return response.json(0, res)
        except Exception as e:
            return response.json(500, repr(e))