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, VodHlsModel, UidSetModel, DeviceTypeModel
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:
                        item['rate'] = round(item['count'] / device_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)
                    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)
                    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:
                        item['rate'] = round(item['count'] / order_count * 100, 2)
                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:
                        item['rate'] = round(item['count'] / type_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 = {
                '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:
            vod_hls_model_qs = VodHlsModel.objects.filter(time__range=(start_time, end_time))
            if not vod_hls_model_qs.exists():
                return response.json(173)
            device_info = list(vod_hls_model_qs.values('uid').order_by('uid').distinct())
            device_info_list = [item[key] for item in device_info for key in item]
            count_all = len(device_info_list)
            res = {}
            vod_list = []
            region_list = []
            for item in time_list:
                vod_hls_qs = vod_hls_model_qs.filter(time__range=(item[0], item[1]))
                uid_qs = vod_hls_qs.values('uid').order_by('uid').distinct()
                uid_list = [item[key] for item in uid_qs for key in item]
                rate = round(uid_qs.count() / count_all * 100, 2)
                vod_dict = {
                    'count': uid_qs.count(),
                    'rate': rate,
                    'startTime': item[0],
                    'endTime': item[1]
                }
                vod_list.append(vod_dict)
                res['vodHls'] = vod_list
                type_country_qs = UidSetModel.objects.filter(uid__in=uid_list).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))
            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]))
                uid_qs = deivce_uid_qs.values('uid')
                if uid_qs.exists():
                    uid_list = [item[key] for item in uid_qs for key in item]
                    count_part = deivce_uid_qs.count()
                    rate = round(count_part / count_all * 100, 2)
                    info_dict = {
                        'startTime': item[0],
                        'endTime': item[1],
                        'count': count_part,
                        'rate': rate
                    }
                    info_list.append(info_dict)
                    res['addDevice'] = info_list
                    # 统计地区设备数量
                    device_info_country_qs = deivce_uid_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'
                        country_qs = deivce_uid_qs.values('tb_country')
                        total_list = [item[key] for item in country_qs for key in item]
                        country_count = total_list.count(country_id)
                        rate = round(country_count / count_part * 100, 2)
                        country_dict = {
                            'countryName': country_name,
                            'count': country_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_list)
                    device_type_qs = device_info_type_qs.values('Type').annotate(
                        count=Count('Type', distinct=True)).order_by('-count').distinct()
                    count = device_info_type_qs.count()
                    name = '未知类型'
                    count_remain = count_part - count
                    rate = round(count_remain / count_part * 100, 2)
                    type_list.append({
                        'name': name,
                        'count': count_remain,
                        'rate': rate
                    })
                    for device_type in device_type_qs:
                        Type = device_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'
                        type_qs = device_info_type_qs.values('Type')
                        test_list = [item[key] for item in type_qs for key in item]
                        type_count = test_list.count(Type)
                        rate = round(type_count / count_part * 100, 2)
                        type_list.append({
                            'name': name,
                            'count': type_count,
                            'rate': rate
                        })
                        res['type'] = CommonService.list_sort(type_list)
                    # 云存版本数量
                    res_part = {}
                    cloud_qs = deivce_uid_qs.exclude(cloud_vod=2).values('cloud_vod').count()
                    res_part['count'] = cloud_qs
                    res_part['rate'] = round(cloud_qs / count_part * 100, 2)
                    version_list.append(res_part)
                    res['version'] = version_list
                else:
                    info_dict = {
                        'startTime': item[0],
                        'endTime': item[1],
                        'count': 0,
                        'rate': 0.0
                    }
                    info_list.append(info_dict)
                    res['addDevice'] = info_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.all()
        tb_country_qs = uid_set_qs.values('tb_country').annotate(
            count=Count('tb_country')).order_by('-count')
        uid_set = uid_set_qs.values('uid')
        count_all = uid_set.count()
        if not uid_set_qs.exists():
            return response.json(444)
        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 not country_qs.exists():
                    name = '未知地区'
                else:
                    name = country_qs[0]['country_name']
                count = uid_set_qs.filter(
                    tb_country=device_country['tb_country']).values('uid').annotate(
                    count=Count('uid', distinct=True)).order_by('-count').count()

                device_country_list.append({
                    'countryName': name,
                    'count': count
                })
                if country_qs.exists():
                    flag = 0
                    for each in continent_list:
                        if country_qs[0]['region__name'] == each['continentName']:
                            each['count'] += count
                            flag = 1
                            break
                    if flag == 0:
                        continent_list.append({
                            'continentName': country_qs[0]['region__name'],
                            'count': count
                        })
            for item in continent_list:
                item['rate'] = round(item['count'] / count_all * 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')
        uid_list = [item[key] for item in uid_set_qs for key in item]
        device_info_qs = Device_Info.objects.filter(UID__in=uid_list)
        device_type_qs = device_info_qs.values('Type').annotate(count=Count('Type')).order_by('-count')
        count_all = len(uid_list)
        device_info_count = device_info_qs.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({
                'count': count,
                'name': name,
                'rate': rate
            })
            for device_info in device_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)