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- <?php
- // +----------------------------------------------------------------------
- // | CRMEB [ CRMEB赋能开发者,助力企业发展 ]
- // +----------------------------------------------------------------------
- // | Copyright (c) 2016~2023 https://www.crmeb.com All rights reserved.
- // +----------------------------------------------------------------------
- // | Licensed CRMEB并不是自由软件,未经许可不能去掉CRMEB相关版权
- // +----------------------------------------------------------------------
- // | Author: CRMEB Team <admin@crmeb.com>
- // +----------------------------------------------------------------------
- namespace app\services\statistic;
- use app\services\BaseServices;
- use app\services\other\export\ExportServices;
- use app\services\order\OtherOrderServices;
- use app\services\order\StoreOrderServices;
- use app\services\user\UserRechargeServices;
- use app\services\user\UserServices;
- use app\services\user\UserVisitServices;
- use app\services\user\UserWechatuserServices;
- use app\services\wechat\WechatUserServices;
- use crmeb\exceptions\AdminException;
- /**
- * Class UserStatisticServices
- * @package app\services\statistic
- */
- class UserStatisticServices extends BaseServices
- {
- /**
- * 基本概况
- * @param $where
- * @return mixed
- */
- public function getBasic($where)
- {
- $time = explode('-', $where['time']);
- if (count($time) != 2) throw new AdminException('请选择时间');
- /** @var UserVisitServices $userVisit */
- $userVisit = app()->make(UserVisitServices::class);
- /** @var UserServices $user */
- $user = app()->make(UserServices::class);
- /** @var StoreOrderServices $order */
- $order = app()->make(StoreOrderServices::class);
- /** @var OtherOrderServices $otherOrder */
- $otherOrder = app()->make(OtherOrderServices::class);
- $toEndTime = implode('-', [0, $time[1]]);
- $cumulativeUserWhere = ['time' => $toEndTime, 'user_type' => $where['channel_type']];
- $now['people'] = $userVisit->getDistinctCount($where, 'uid');//访客数
- $now['browse'] = $userVisit->count($where);//访问量
- $now['newUser'] = $user->count($where + ['user_type' => $where['channel_type']]);//新增用户数
- $now['payPeople'] = $order->getDistinctCount($where + ['paid' => 1], 'uid');//成交用户数
- $now['payUser'] = $otherOrder->getDistinctCount($where, 'uid');//激活付费会员数
- $now['cumulativeUser'] = $user->count($cumulativeUserWhere);//累计用户数
- $dayNum = (strtotime($time[1]) - strtotime($time[0])) / 86400 + 1;
- $lastTime = [
- date("Y/m/d", strtotime("-$dayNum days", strtotime($time[0]))),
- date("Y/m/d", strtotime("-1 days", strtotime($time[0])))
- ];
- $where['time'] = implode('-', $lastTime);
- $toEndTime = implode('-', [0, $lastTime[1]]);
- $last['people'] = $userVisit->getDistinctCount($where, 'uid');//访客数
- $last['browse'] = $userVisit->count($where);//访问量
- $last['newUser'] = $user->count($where + ['user_type' => $where['channel_type']]);//新增用户数
- $last['payPeople'] = $order->getDistinctCount($where + ['paid' => 1], 'uid');//成交用户数
- $last['payUser'] = $otherOrder->getDistinctCount($where, 'uid');//激活付费会员数
- $cumulativeUserWhere['time'] = $toEndTime;
- $last['cumulativeUser'] = $user->count($cumulativeUserWhere);//累计用户数
- //组合数据,计算环比
- $data = [];
- foreach ($now as $key => $item) {
- $data[$key]['num'] = $item;
- $data[$key]['last_num'] = $last[$key];
- $num = $last[$key] > 0 ? $last[$key] : 1;
- $data[$key]['percent'] = bcmul((string)bcdiv((string)($item - $last[$key]), (string)$num, 4), 100, 2);
- }
- return $data;
- }
- /**
- * 用户趋势
- * @param $where
- * @param $excel
- * @return mixed
- */
- public function getTrend($where, $excel = false)
- {
- $time = explode('-', $where['time']);
- $channelType = $where['channel_type'];
- if (count($time) != 2) throw new AdminException(100100);
- $dayCount = bcadd(bcdiv(bcsub(strtotime($time[1]), strtotime($time[0])), '86400'), '1');
- $data = [];
- if ($dayCount == 1) {
- $data = $this->trend($time, $channelType, 0, $excel);
- } elseif ($dayCount > 1 && $dayCount <= 31) {
- $data = $this->trend($time, $channelType, 1, $excel);
- } elseif ($dayCount > 31 && $dayCount <= 92) {
- $data = $this->trend($time, $channelType, 3, $excel);
- } elseif ($dayCount > 92) {
- $data = $this->trend($time, $channelType, 30, $excel);
- }
- return $data;
- }
- /**
- * 用户趋势
- * @param $time
- * @param $channelType
- * @param $num
- * @param $excel
- * @return array
- */
- public function trend($time, $channelType, $num, $excel)
- {
- /** @var UserServices $user */
- $user = app()->make(UserServices::class);
- /** @var UserVisitServices $userVisit */
- $userVisit = app()->make(UserVisitServices::class);
- /** @var StoreOrderServices $order */
- $order = app()->make(StoreOrderServices::class);
- /** @var OtherOrderServices $otherOrder */
- $otherOrder = app()->make(OtherOrderServices::class);
- $newPeople = $visitPeople = $paidPeople = $rechargePeople = $vipPeople = [];
- $newPeople['name'] = '新增用户数';
- $visitPeople['name'] = '访客数';
- $paidPeople['name'] = '成交用户数';
- $rechargePeople['name'] = '充值用户';
- $vipPeople['name'] = '新增付费用户数';
- if ($num == 0) {
- $xAxis = ['00', '01', '02', '03', '04', '05', '06', '07', '08', '09', '10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20', '21', '22', '23'];
- $timeType = '%H';
- } elseif ($num != 0) {
- $dt_start = strtotime($time[0]);
- $dt_end = strtotime($time[1]);
- while ($dt_start <= $dt_end) {
- if ($num == 30) {
- $xAxis[] = date('Y-m', $dt_start);
- $dt_start = strtotime("+1 month", $dt_start);
- $timeType = '%Y-%m';
- } else {
- $xAxis[] = date('m-d', $dt_start);
- $dt_start = strtotime("+$num day", $dt_start);
- $timeType = '%m-%d';
- }
- }
- }
- $visitPeople = array_column($userVisit->getTrendData($time, $channelType, $timeType, 'count(distinct(uid))'), 'num', 'days');
- $newPeople = array_column($user->getTrendData($time, $channelType, $timeType), 'num', 'days');
- $paidPeople = array_column($order->getTrendData($time, $channelType, $timeType, 'count(distinct(uid))'), 'num', 'days');
- $visitNum = array_column($userVisit->getTrendData($time, $channelType, $timeType, 'count(id)'), 'num', 'days');
- $vipPeople = array_column($otherOrder->getTrendData($time, $channelType, $timeType), 'num', 'days');
- if ($excel) {
- $data = [];
- $browsePeople = array_column($userVisit->getTrendData($time, $channelType, $timeType, 'count(id)'), 'num', 'days');
- foreach ($xAxis as &$item) {
- $data[] = [
- 'time' => $item,
- 'user' => $visitPeople[$item] ?? 0,
- 'browse' => $browsePeople[$item] ?? 0,
- 'new' => $newPeople[$item] ?? 0,
- 'paid' => $paidPeople[$item] ?? 0,
- 'vip' => $vipPeople[$item] ?? 0,
- ];
- }
- /** @var ExportServices $exportService */
- $exportService = app()->make(ExportServices::class);
- $url = $exportService->userTrade($data);
- return compact('url');
- } else {
- $data = $series = [];
- foreach ($xAxis as $item) {
- $data['新增用户数'][] = isset($newPeople[$item]) ? intval($newPeople[$item]) : 0;
- $data['访客数'][] = isset($visitPeople[$item]) ? intval($visitPeople[$item]) : 0;
- $data['浏览量'][] = isset($visitNum[$item]) ? intval($visitNum[$item]) : 0;
- $data['成交用户数'][] = isset($paidPeople[$item]) ? intval($paidPeople[$item]) : 0;
- $data['新增付费用户数'][] = isset($vipPeople[$item]) ? intval($vipPeople[$item]) : 0;
- }
- foreach ($data as $key => $item) {
- $series[] = ['name' => $key, 'value' => $item];
- }
- return compact('xAxis', 'series');
- }
- }
- /**
- * 微信用户信息
- * @param $where
- * @return array
- */
- public function getWechat($where)
- {
- $time = explode('-', $where['time']);
- if (count($time) != 2) throw new AdminException(100100);
- /** @var WechatUserServices $user */
- $user = app()->make(WechatUserServices::class);
- $now['subscribe'] = $user->getCount([
- ['subscribe', '=', 1],
- ['user_type', '=', 'wechat'],
- ['subscribe_time', '>=', strtotime($time[0])],
- ['subscribe_time', '<', strtotime($time[1])]
- ]);
- $now['unSubscribe'] = $user->getCount([
- ['subscribe', '=', 0],
- ['user_type', '=', 'wechat'],
- ['subscribe_time', '<>', ''],
- ['subscribe_time', '>=', strtotime($time[0])],
- ['subscribe_time', '<', strtotime($time[1])]
- ]);
- $now['increaseSubscribe'] = $now['subscribe'] - $now['unSubscribe'];
- $now['cumulativeSubscribe'] = $user->getCount([['subscribe', '=', 1], ['user_type', '=', 'wechat']]);
- $now['cumulativeUnSubscribe'] = $user->getCount([
- ['subscribe', '=', 0],
- ['user_type', '=', 'wechat'],
- ['subscribe_time', '<>', '']
- ]);
- $dayNum = bcadd(bcdiv(bcsub(strtotime($time[1]), strtotime($time[0])), '86400'), '1');
- $lastTime = array(
- date("Y/m/d", strtotime("-$dayNum days", strtotime($time[0]))),
- date("Y/m/d", strtotime("-1 days", strtotime($time[0])))
- );
- $last['subscribe'] = $user->getCount([
- ['subscribe', '=', 1],
- ['user_type', '=', 'wechat'],
- ['subscribe_time', '>=', strtotime($lastTime[0])],
- ['subscribe_time', '<', strtotime($lastTime[1])]
- ]);
- $last['unSubscribe'] = $user->getCount([
- ['subscribe', '=', 0],
- ['user_type', '=', 'wechat'],
- ['subscribe_time', '<>', ''],
- ['subscribe_time', '>=', strtotime($lastTime[0])],
- ['subscribe_time', '<', strtotime($lastTime[1])]
- ]);
- $last['increaseSubscribe'] = $last['subscribe'] - $last['unSubscribe'];
- $last['cumulativeSubscribe'] = $user->getCount([['subscribe', '=', 1], ['user_type', '=', 'wechat']]);
- $last['cumulativeUnSubscribe'] = $user->getCount([
- ['subscribe', '=', 0],
- ['user_type', '=', 'wechat'],
- ['subscribe_time', '<>', '']
- ]);
- //组合数据,计算环比
- $data = [];
- foreach ($now as $key => $item) {
- $data[$key]['num'] = $item;
- $num = $last[$key] ?: 1;
- $data[$key]['percent'] = bcmul(bcdiv(($item - $last[$key]), $num, 4), 100, 2);
- }
- return $data;
- }
- /**
- * 微信用户趋势
- * @param $where
- * @return array
- */
- public function getWechatTrend($where)
- {
- $time = explode('-', $where['time']);
- if (count($time) != 2) throw new AdminException(100100);
- $dayCount = bcadd(bcdiv(bcsub(strtotime($time[1]), strtotime($time[0])), '86400'), '1');
- $data = [];
- if ($dayCount == 1) {
- $data = $this->wechatTrend($time, 0);
- } elseif ($dayCount > 1 && $dayCount <= 31) {
- $data = $this->wechatTrend($time, 1);
- } elseif ($dayCount > 31 && $dayCount <= 92) {
- $data = $this->wechatTrend($time, 3);
- } elseif ($dayCount > 92) {
- $data = $this->wechatTrend($time, 30);
- }
- return $data;
- }
- /**
- * 微信用户趋势
- * @param $time
- * @param $num
- * @return array
- */
- public function wechatTrend($time, $num)
- {
- /** @var WechatUserServices $user */
- $user = app()->make(WechatUserServices::class);
- $subscribe = $unSubscribe = $increaseSubscribe = $cumulativeSubscribe = $cumulativeUnSubscribe = [];
- if ($num == 0) {
- $xAxis = ['00', '01', '02', '03', '04', '05', '06', '07', '08', '09', '10', '11', '12', '13', '14', '15', '16', '17', '18', '19', '20', '21', '22', '23'];
- $subscribe = array_column($user->getWechatTrendData($time, [
- ['subscribe', '=', 1],
- ['subscribe_time', '>=', strtotime($time[0])],
- ['subscribe_time', '<', strtotime($time[1])]
- ], '%H', 'subscribe'), 'subscribe', 'days');
- $unSubscribe = array_column($user->getWechatTrendData($time, [
- ['subscribe', '=', 0],
- ['subscribe_time', '<>', ''],
- ['subscribe_time', '>=', strtotime($time[0])],
- ['subscribe_time', '<', strtotime($time[1])]
- ], '%H', 'unSubscribe'), 'unSubscribe', 'days');
- $cumulativeSubscribe = array_column($user->getWechatTrendData($time, [
- ['subscribe', '=', 1]
- ], '%H', 'cumulativeSubscribe'), 'cumulativeSubscribe', 'days');
- $cumulativeUnSubscribe = array_column($user->getWechatTrendData($time, [
- ['subscribe', '=', 0], ['subscribe_time', '<>', '']
- ], '%H', 'cumulativeUnSubscribe'), 'cumulativeUnSubscribe', 'days');
- } elseif ($num != 0) {
- $dt_start = strtotime($time[0]);
- $dt_end = strtotime($time[1]);
- $timeType = '%m-%d';
- while ($dt_start <= $dt_end) {
- if ($num == 30) {
- $xAxis[] = date('Y-m', $dt_start);
- $dt_start = strtotime("+1 month", $dt_start);
- $timeType = '%Y-%m';
- } else {
- $xAxis[] = date('m-d', $dt_start);
- $dt_start = strtotime("+$num day", $dt_start);
- $timeType = '%m-%d';
- }
- }
- $subscribe = array_column($user->getWechatTrendData($time, [
- ['subscribe', '=', 1],
- ['subscribe_time', '>=', strtotime($time[0])],
- ['subscribe_time', '<', strtotime($time[1])]
- ], $timeType, 'subscribe'), 'subscribe', 'days');
- $unSubscribe = array_column($user->getWechatTrendData($time, [
- ['subscribe', '=', 0],
- ['subscribe_time', '<>', ''],
- ['subscribe_time', '>=', strtotime($time[0])],
- ['subscribe_time', '<', strtotime($time[1])]
- ], $timeType, 'unSubscribe'), 'unSubscribe', 'days');
- $cumulativeSubscribe = array_column($user->getWechatTrendData($time, [
- ['subscribe', '=', 1]
- ], $timeType, 'cumulativeSubscribe'), 'cumulativeSubscribe', 'days');
- $cumulativeUnSubscribe = array_column($user->getWechatTrendData($time, [
- ['subscribe', '=', 0], ['subscribe_time', '<>', '']
- ], $timeType, 'cumulativeUnSubscribe'), 'cumulativeUnSubscribe', 'days');
- }
- $data = $series = [];
- foreach ($xAxis as $item) {
- $data['新增关注用户'][] = $subscribe[$item] ?? 0;
- $data['新增取关用户'][] = $unSubscribe[$item] ?? 0;
- $data['累计关注用户'][] = $cumulativeSubscribe[$item] ?? 0;
- $data['累计取关用户'][] = $cumulativeUnSubscribe[$item] ?? 0;
- }
- foreach ($data['新增关注用户'] as $keys => $items) {
- $data['净增用户数'][] = $data['新增关注用户'][$keys] - $data['新增取关用户'][$keys];
- }
- foreach ($data as $key => $item) {
- $series[] = ['name' => $key, 'value' => $item];
- }
- return compact('xAxis', 'series');
- }
- /**
- * 用户地域图表
- * @param $where
- * @return array
- */
- public function getRegion($where)
- {
- $time = explode('-', $where['time']);
- $channelType = $where['channel_type'];
- if (count($time) != 2) throw new AdminException(100100);
- /** @var UserVisitServices $userVisit */
- $userVisit = app()->make(UserVisitServices::class);
- /** @var UserServices $userService */
- $userService = app()->make(UserServices::class);
- /** @var StoreOrderServices $order */
- $order = app()->make(StoreOrderServices::class);
- /** @var WechatUserServices $user */
- $wechatUser = app()->make(WechatUserServices::class);
- $all = $wechatUser->getRegionAll($time, $channelType);
- $new = $wechatUser->getRegionNew($time, $channelType);
- $visit = $userVisit->getRegion($time, $channelType);
- $payPrice = $order->getRegion($time, $channelType);
- foreach ($all as $key1 => $item1) {
- foreach ($new as $key2 => $item2) {
- if ($item1['province'] == $item2['province']) {
- $all[$key1]['newNum'] = $item2['newNum'];
- unset($new[$key2]);
- }
- }
- }
- $all = array_merge($all, $new);
- foreach ($all as $key1 => $item1) {
- foreach ($visit as $key3 => $item3) {
- if ($item1['province'] == $item3['province']) {
- $all[$key1]['visitNum'] = $item3['visitNum'];
- unset($visit[$key3]);
- }
- }
- }
- $all = array_merge($all, $visit);
- foreach ($all as $key1 => $item1) {
- foreach ($payPrice as $key3 => $item3) {
- if ($item1['province'] == $item3['province']) {
- $all[$key1]['payPrice'] = $item3['payPrice'];
- unset($payPrice[$key3]);
- }
- }
- }
- $all = array_merge($all, $payPrice);
- foreach ($all as &$item) {
- if ($item['province'] == '') $item['province'] = '未知';
- if (!isset($item['allNum'])) $item['allNum'] = 0;
- if (!isset($item['newNum'])) $item['newNum'] = 0;
- if (!isset($item['visitNum'])) $item['visitNum'] = 0;
- if (!isset($item['payPrice'])) {
- $item['payPrice'] = 0;
- } else {
- $item['payPrice'] = floatval($item['payPrice']);
- }
- }
- $data = array_values($all);
- $last_names = array_column($data, $where['sort']);
- array_multisort($last_names, SORT_DESC, $data);
- return $data;
- }
- /**
- * 用户性别
- * @param $where
- * @return mixed
- */
- public function getSex($where)
- {
- $time = explode('-', $where['time']);
- $channelType = $where['channel_type'];
- if (count($time) != 2) throw new AdminException(100100);
- /** @var UserWechatuserServices $user */
- $wechatUser = app()->make(UserWechatuserServices::class);
- $data = $wechatUser->getSex($time, $channelType);
- $oneData = [
- ['value' => 0, 'name' => '未知', 'name_key' => 0],
- ['value' => 0, 'name' => '男', 'name_key' => 1],
- ['value' => 0, 'name' => '女', 'name_key' => 2],
- ];
- foreach ($oneData as &$value) {
- foreach ($data as $item) {
- if ($item['name'] == $value['name_key']) {
- $value['value'] = $item['value'];
- break;
- }
- }
- }
- return $oneData;
- }
- }
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