ASJServer/AdminController/dataSystemManagement/DeviceDataController.py

# -*- encoding: utf-8 -*-
"""
@File    : UserDataController.py
@Time    : 2022/8/16 10:44
@Author  : peng
@Email   : zhangdongming@asj6.wecom.work
@Software: PyCharm
"""

import datetime

import requests
from django.db.models import Count
from django.views.generic.base import View

from Model.models import Device_Info, CountryModel, UidSetModel, DeviceTypeModel, VideoPlaybackTimeModel
from Service.CommonService import CommonService


# 设备数据
class DeviceDataView(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 == 'type':  # 统计设备类型
            return self.type_statistics(response)
        if operation == 'regional':  # 设备地区分布
            return self.regional_statistics(response)
        if operation == 'addDevice':  # 查询设备增长数据(数据有些许差异)
            return self.add_device(request_dict, response)
        if operation == 'active':  # 设备活跃数据
            return self.device_active(request_dict, response)
        if operation == 'global/regional':  # 全球设备分布
            return self.global_regional(request, request_dict, response)
        if operation == 'global/type':  # 全球设备类型
            return self.golbal_type(request, request_dict, response)
        if operation == 'global/active':  # 全球设备活跃分布
            return self.golbal_active(request, request_dict, response)
        if operation == 'global/addDevice':  # 全球新增设备数据
            return self.golbal_add_device(request, request_dict, response)

    @classmethod
    def golbal_add_device(cls, request, request_dict, response):
        """
        全球新增设备数据
        @param request:请求
        @param request_dict:请求参数
        @param response: 响应对象
        """
        url_list = CommonService.get_domain_name()
        try:
            headers = {
                'Authorization': request.META.get('HTTP_AUTHORIZATION')
            }
            device_list = []
            device_count = 0
            type_list = []
            type_count = 0
            region_list = []
            region_count = 0
            order_list = []
            order_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']['addDevice']:
                        flag = 0
                        for each in device_list:
                            if item['startTime'] == each['startTime'] and item['endTime'] == each['endTime']:
                                each['count'] += item['count']
                                device_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            device_list.append(item)
                            device_count += item['count']
                    for item in device_list:
                        if device_count != 0:
                            item['rate'] = round(item['count'] / device_count * 100, 2)
                        else:
                            break
                    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:
                        if region_count != 0:
                            item['rate'] = round(item['count'] / region_count * 100, 2)
                        else:
                            break
                    for item in result['result']['type']:
                        flag = 0
                        for each in type_list:
                            if item['type'] == each['type']:
                                each['count'] += item['count']
                                type_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            type_list.append(item)
                            type_count += item['count']
                    for item in type_list:
                        if type_count != 0:
                            item['rate'] = round(item['count'] / type_count * 100, 2)
                        else:
                            break
                    for item in result['result']['version']:
                        flag = 0
                        for each in order_list:
                            if item['type'] == each['type']:
                                each['count'] += item['count']
                                order_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            order_list.append(item)
                            order_count += item['count']
                    for item in order_list:
                        if order_count != 0:
                            item['rate'] = round(item['count'] / order_count * 100, 2)
                        else:
                            break
                else:
                    return response.json(result['result_code'])
            res = {
                'device': device_list,
                'type': type_list,
                'region': CommonService.list_sort(region_list),
                'version': order_list
            }
            return response.json(0, res)
        except Exception as e:
            print(e)
            return response.json(500, repr(e))

    @classmethod
    def golbal_active(cls, request, request_dict, response):
        """
        全球设备活跃分布
        @param request:请求
        @param request_dict:请求参数
        @param response: 响应对象
        """
        url_list = CommonService.get_domain_name()
        try:
            headers = {
                'Authorization': request.META.get('HTTP_AUTHORIZATION')
            }
            type_list = []
            type_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']['vodHls']:
                        flag = 0
                        for each in type_list:
                            if item['startTime'] == each['startTime'] and item['endTime'] == each['endTime']:
                                each['count'] += item['count']
                                type_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            type_list.append(item)
                            type_count += item['count']
                    for item in type_list:
                        if type_count != 0:
                            item['rate'] = round(item['count'] / type_count * 100, 2)
                        else:
                            break
                    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:
                        if region_count != 0:
                            item['rate'] = round(item['count'] / region_count * 100, 2)
                        else:
                            break
                else:
                    return response.json(result['result_code'])

            res = {
                'device': type_list,
                'region': CommonService.list_sort(region_list)
            }
            return response.json(0, res)
        except Exception as e:
            print(e)
            return response.json(500, repr(e))

    @classmethod
    def golbal_type(cls, request, request_dict, response):
        """
        全球设备类型分布
        @param request:请求
        @param request_dict:请求参数
        @param response: 响应对象
        """
        url_list = CommonService.get_domain_name()
        try:
            headers = {
                'Authorization': request.META.get('HTTP_AUTHORIZATION')
            }
            type_list = []
            type_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']['type']:
                        flag = 0
                        for each in type_list:
                            if item['type'] == each['type']:
                                each['count'] += item['count']
                                type_count += item['count']
                                flag = 1
                                break
                        if flag == 0:
                            type_list.append(item)
                            type_count += item['count']
                    for item in type_list:
                        item['rate'] = round(item['count'] / type_count * 100, 2)
                else:
                    return response.json(result['result_code'])
            res = {
                'type': CommonService.list_sort(type_list)
            }
            return response.json(0, res)
        except Exception as e:
            print(e)
            return response.json(500)

    @classmethod
    def global_regional(cls, request, request_dict, response):
        """
        全球设备分布
        @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')
            }
            device_list = []
            device_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:
                    # 处理地区
                    for item in result['result']['countries']:
                        flag = 0
                        for each in device_list:
                            if each['countryName'] == item['countryName']:
                                each['count'] += int(item['count'])
                                device_count += int(item['count'])
                                flag = 1
                                break
                        if flag == 0:
                            device_list.append(item)
                            device_count += int(item['count'])
                    for item in device_list:
                        rate = round(item['count'] / device_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']
                                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 = {
                'countries': CommonService.list_sort(device_list[:20]),
                'continent': region_list
            }
            return response.json(0, res)
        except Exception as e:
            return response.json(500, repr(e))

    @classmethod
    def device_active(cls, request_dict, response):
        """
        设备活跃数据
        @param request_dict:请求参数
        @request_dict starTime:开始时间
        @request_dict endTime:结束时间
        @param response:响应对象
        """
        start_time = request_dict.get('startTime', None)  # 时间戳
        end_time = request_dict.get('endTime', None)
        unit_time = request_dict.get('timeUnit', None)
        if not all([start_time, end_time, unit_time]):
            return response.json(444, {'error param': 'startTime or endTime or timeUnit'})
        s_time = datetime.datetime.fromtimestamp(int(start_time))
        e_time = datetime.datetime.fromtimestamp(int(end_time))
        time_list = CommonService.cutting_time(s_time, e_time, unit_time)
        try:
            video_playback_time_qs = VideoPlaybackTimeModel.objects.filter(
                     startTime__range=(start_time, end_time)).values('uid').order_by('uid').distinct()
            null_list = []
            if not video_playback_time_qs.exists():
                return response.json(0, null_list)
            count_all = video_playback_time_qs.count()
            res = {}
            video_list = []
            region_list = []
            for item in time_list:
                video_playback_qs = video_playback_time_qs.filter(startTime__range=(item[0], item[1])).values(
                    'uid').order_by('uid').distinct()
                # uid_qs = video_playback_qs.values('uid').order_by('uid').distinct()
                rate = round(video_playback_qs.count() / count_all * 100, 2)
                vod_dict = {
                    'count': video_playback_qs.count(),
                    'rate': rate,
                    'startTime': item[0],
                    'endTime': item[1]
                }
                video_list.append(vod_dict)
            res['vodHls'] = video_list
            type_country_qs = UidSetModel.objects.filter(uid__in=video_playback_time_qs.values('uid')).values(
                'tb_country').annotate(count=Count('tb_country')).order_by('-count')
            for type_country in type_country_qs:
                country_id = type_country['tb_country']
                country_name_qs = CountryModel.objects.filter(id=country_id).values('country_name')
                country_name = country_name_qs[0]['country_name'] if country_name_qs.exists() else '未知区域'
                rate = round(type_country['count'] / count_all * 100, 2)
                country_dict = {
                    'countryName': country_name,
                    'count': type_country['count'],
                    'rate': rate
                }
                region_list.append(country_dict)
            res['region'] = region_list
            return response.json(0, res)
        except Exception as e:
            print(e)
            return response.json(500)

    @classmethod
    def add_device(cls, request_dict, response):
        """
        查询设备增长数据
        @param request_dict:请求参数
        @request_dict starTime:开始时间
        @request_dict endTime:结束时间
        @param response:响应对象
        """
        start_time = request_dict.get('startTime', None)  # 时间戳
        end_time = request_dict.get('endTime', None)
        unit_time = request_dict.get('timeUnit', None)
        if not all([start_time, end_time, unit_time]):
            return response.json(444, {'error param': 'startTime or endTime or timeUnit'})
        try:
            uid_set_qs = UidSetModel.objects.filter(addTime__range=(start_time, end_time)).values('uid','tb_country')
            null_list = []
            if not uid_set_qs.exists():
                return response.json(0, null_list)
            uid_qs = uid_set_qs.values('uid')
            count_all = uid_set_qs.count()
            # 统计该时间段的设备数量（已去重）
            res = {
                'addDevice': '',
                'region': '',
                'type': '',
                'version': '',
            }
            info_list = []
            region_list = []
            type_list = []
            version_list = []
            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, unit_time)
            for item in time_list:
                deivce_uid_qs = uid_set_qs.filter(addTime__range=(item[0], item[1])).count()
                rate = round(deivce_uid_qs / count_all * 100, 2)
                info_dict = {
                    'startTime': item[0],
                    'endTime': item[1],
                    'count': deivce_uid_qs,
                    'rate': rate
                }
                info_list.append(info_dict)
            res['addDevice'] = info_list
            # 统计地区设备数量
            device_info_country_qs = uid_set_qs.values('tb_country').annotate(
                count=Count('tb_country')).order_by(
                '-count')
            for item in device_info_country_qs:
                country_id = item['tb_country']
                country_qs = CountryModel.objects.filter(id=country_id).values('country_name', 'id')
                country_name = country_qs[0]['country_name'] if country_qs.exists() else '未知区域'
                rate = round(item['count'] / count_all * 100, 2)
                country_dict = {
                    'countryName': country_name,
                    'count': item['count'],
                    'rate': rate
                }
                region_list.append(country_dict)
            res['region'] = CommonService.list_sort(region_list)
            # 统计设备类型数量
            device_info_type_qs = Device_Info.objects.filter(UID__in=uid_qs.values('uid'))
            device_type_qs = device_info_type_qs.values('Type').annotate(
                count=Count('Type')).order_by('-count').distinct()
            name = '未知类型'
            count_remain = count_all - device_info_type_qs.count()
            rate = round(count_remain / count_all * 100, 2)
            type_list.append({
                'type': name,
                'count': count_remain,
                'rate': rate
            })
            for device_type in device_type_qs:
                Type = device_type['Type']
                device_type_name_qs = DeviceTypeModel.objects.filter(type=Type).values('name')
                name = device_type_name_qs[0]['name'] if device_type_name_qs.exists() else '未知类型'
                rate = round(device_type['count'] / count_all * 100, 2)
                type_list.append({
                    'type': name,
                    'count': device_type['count'],
                    'rate': rate
                })
            res['type'] = CommonService.list_sort(type_list)
            # 云存版本数量
            uid_cloud_qs = uid_set_qs.exclude(cloud_vod=2).values('uid')
            device_info_type_qs = Device_Info.objects.filter(UID__in=uid_cloud_qs.values('uid')).distinct()
            cloud_type_qs = device_info_type_qs.values('Type').annotate(
                count=Count('Type')).order_by('-count').distinct()
            count = uid_cloud_qs.count() - device_info_type_qs.count()
            name = '未知类型'
            rate = round(count / count_all * 100, 2)
            version_list.append({
                'type': name,
                'count': count,
                'rate': rate
            })
            for cloud_type in cloud_type_qs:
                Type = cloud_type['Type']
                device_type_qs = DeviceTypeModel.objects.filter(type=Type).values('name')
                name = device_type_qs[0]['name'] if device_type_qs.exists() else '未知类型'
                rate = round(cloud_type['count'] / count_all * 100, 2)
                version_list.append({
                    'type': name,
                    'count': cloud_type['count'],
                    'rate': rate
                })
            res['version'] = CommonService.list_sort(version_list)

            return response.json(0, res)
        except Exception as e:
            print(e)
            return response.json(500, repr(e))

    @classmethod
    def regional_statistics(cls, response):
        """
        统计地区设备数量
        @param response:响应对象
        """
        uid_set_qs = UidSetModel.objects.values('tb_country')
        if not uid_set_qs.exists():
            return response.json(173)
        tb_country_qs = uid_set_qs.values('tb_country').annotate(
            count=Count('tb_country')).order_by('-count')
        res = {}
        try:
            device_country_list = []
            continent_list = []
            for device_country in tb_country_qs:
                country_id = device_country['tb_country']
                country_qs = CountryModel.objects.filter(id=country_id).values('country_name', 'region__name')
                if country_qs.exists():
                    name = country_qs[0]['country_name']
                else:
                    name = '未知地区'

                device_country_list.append({
                    'countryName': name,
                    'count': device_country['count']
                })
                if country_qs.exists():
                    flag = 0
                    for each in continent_list:
                        if country_qs[0]['region__name'] == each['continentName']:
                            each['count'] += device_country['count']
                            flag = 1
                            break
                    if flag == 0:
                        continent_list.append({
                            'continentName': country_qs[0]['region__name'],
                            'count': device_country['count']
                        })
            for item in continent_list:
                item['rate'] = round(item['count'] / uid_set_qs.count() * 100, 2)
            res['countries'] = CommonService.list_sort(device_country_list)
            res['continent'] = CommonService.list_sort(continent_list)
            return response.json(0, res)
        except Exception as e:
            print(e)
            return response.json(500)

    @classmethod
    def type_statistics(cls, response):
        """
        统计设备类型
        @param response:响应对象
        @return:
        """
        uid_set_qs = UidSetModel.objects.values('uid').order_by('uid')
        count_all = uid_set_qs.count()
        device_info_qs = Device_Info.objects.filter(UID__in=uid_set_qs.values('uid'))
        device_info_count = device_info_qs.count()
        device_info_type_qs = device_info_qs.values('Type').annotate(count=Count('Type')).order_by('-count')
        # 查询不到（类型）的设备数量
        if not device_info_qs.exists():
            return response.json(444)
        res = {}
        try:
            device_info_list = []
            count = count_all - device_info_count
            name = '未知类型'
            rate = round(count / count_all * 100, 2)
            device_info_list.append({
                'type': name,
                'count': count,
                'rate': rate
            })
            for device_info in device_info_type_qs:
                Type = device_info['Type']
                device_type_qs = DeviceTypeModel.objects.filter(type=Type).values('name')
                name = device_type_qs[0]['name'] if device_type_qs.exists() else '未知类型'
                count = device_info['count']
                rate = round(count / count_all * 100, 2)
                device_info_list.append({
                    'type': name,
                    'count': count,
                    'rate': rate
                })
            res['type'] = device_info_list
            return response.json(0, res)
        except Exception as e:
            print(e)
            return response.json(500)