# -*- 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: 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: # video_playback_time_qs = VideoPlaybackTimeModel.objects.filter( # startTime__range=(start_time, end_time)).values('uid', 'startTime') 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() # video_playback_uid_qs = video_playback_time_qs.values('uid').order_by('uid').distinct() 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(444) 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)