996 lines
49 KiB
PHP
996 lines
49 KiB
PHP
<?php
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namespace app\service;
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use app\model\Ad;
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use app\model\DayData;
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use app\model\Campaign;
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use app\model\BpsAdCampaign;
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use app\model\BpsAdSet;
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use app\model\BpsAdAd;
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use app\model\ThirdUser;
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use app\model\Asset;
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use app\model\AssetRelation;
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use PhpOffice\PhpSpreadsheet\Spreadsheet;
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use PhpOffice\PhpSpreadsheet\Writer\Xlsx;
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use think\db\exception\DbException;
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use think\facade\Db as ThinkDb;
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class AdsInsightService
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{
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// 状态映射数组
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private static $statusMapping = [
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2 => 'ENABLE', // 2 代表广告已启用
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3 => 'PAUSED', // 3 代表广告待审核等状态
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// 其他状态可以继续添加
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];
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/**
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* 获取广告系列列表
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*/
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public static function getCampaignList($platformType, $customerIds, $page, $pageSize, $keyword, $startDate = null, $endDate = null)
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{
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// 检查 customerIds 是否为空，直接返回空结构
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if (empty($customerIds)) {
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return [
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'pagination' => [
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'startIndex' => 0,
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'maxResults' => $pageSize,
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'count' => 0,
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'pageNo' => $page,
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'pageSize' => $pageSize,
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'pages' => 0,
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],
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'statistics' => [
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],
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'data' => [],
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];
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}
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// 动态构建日期条件
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$dateCondition = '';
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if ($startDate && $endDate) {
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$dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
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} else {
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}
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// 基础查询：广告活动和日数据表联接
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$query = BpsAdCampaign::alias('c')
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->cache(false) // 强制不使用缓存
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->leftJoin('bps.bps_ads_insights d', "c.campaign_id = d.ad_campaign_id AND c.platform_type = d.platform AND {$dateCondition}")
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->field('c.campaign_id, c.status as status, c.name, c.account_id,
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COALESCE(SUM(d.assisted_purchases), 0) as assisted_purchases,
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COALESCE(SUM(d.last_clicked_purchases), 0) as last_clicked_purchases,
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COALESCE(SUM(d.clicks), 0) as clicks,
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COALESCE(SUM(d.spend) / 1000000, 0) as spend,
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COALESCE(SUM(d.impressions), 0) as impressions,
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COALESCE(SUM(d.adds_to_cart), 0) as adds_to_cart,
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COALESCE(SUM(d.cost_per_atc), 0) as cost_per_atc,
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COALESCE(SUM(d.purchases), 0) as purchases,
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COALESCE(SUM(d.purchases_value), 0) as purchases_value,
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COALESCE(SUM(d.revenue), 0) as revenue,
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COALESCE(SUM(d.total_cost), 0) as total_cost,
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-1 as conversion_rate, -1 as roas, -1 as ctr,-1 as net_profit,-1 as net_profit_margin,-1 as net_profit_on_ad_spend')
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->group('c.campaign_id, c.status, c.account_id, c.name')
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->where('c.account_id', 'in', $customerIds); // 添加 customerIds 条件
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// 添加关键字过滤条件
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$query->where(function ($query) use ($keyword, $platformType) {
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if ($keyword) {
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$query->where('c.campaign_name', 'like', '%' . $keyword . '%');
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}
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if ($platformType) {
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$platformType = (int)$platformType;
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$query->where('c.platform_type', '=', $platformType);
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}
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});
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// 获取所有符合条件的数据（不分页）
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$allCampaigns = $query->select()->toArray();
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$total_spend = array_sum(array_column($allCampaigns, 'spend'));
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$total_cost = array_sum(array_column($allCampaigns, 'total_cost'));
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$total_impressions = array_sum(array_column($allCampaigns, 'impressions'));
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$total_clicks = array_sum(array_column($allCampaigns, 'clicks'));
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$total_purchases_value = array_sum(array_column($allCampaigns, 'purchases_value'));
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// 汇总统计数据
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$statistics = [
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'assisted_purchases' => array_sum(array_column($allCampaigns, 'assisted_purchases')),
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'last_clicked_purchases' => array_sum(array_column($allCampaigns, 'last_clicked_purchases')),
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'roas' => $total_spend === 0 ? '-' : round($total_purchases_value / $total_spend, 2),
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'amount_spend' => '$' . number_format($total_spend, 2) ?: '$0.00', // 格式化支出
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'clicks' => $total_clicks,
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'impressions' => $total_impressions,
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'adds_to_cart' => array_sum(array_column($allCampaigns, 'adds_to_cart')),
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'cost_per_atc' => array_sum(array_column($allCampaigns, 'cost_per_atc')),
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'purchases' => array_sum(array_column($allCampaigns, 'purchases')),
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'purchases_value' => array_sum(array_column($allCampaigns, 'purchases_value')),
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'revenue' => '$' . number_format(array_sum(array_column($allCampaigns, 'revenue')), 2) ?: '$0.00', // 格式化收入
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'total_cost' => '$' . number_format($total_cost, 2) ?: '$0.00', // 格式化总成本
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'conversion_rate' => '-', // 没有计算逻辑，保持为 '-'
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'net_profit' => '-', // 没有计算 net_profit，保持为 '-'
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'net_profit_margin' => '-', // 没有计算 net_profit_margin，保持为 '-'
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'net_profit_on_ad_spend' => '-', // 没有计算 net_profit_on_ad_spend，保持为 '-'
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// 计算总的 CTR
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'ctr' => ($total_impressions > 0) ? number_format(($total_clicks / $total_impressions) * 100, 2) . '%' : '-', // 格式化为百分比
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];
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// 获取分页数据
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$campaigns = $query->paginate($pageSize, false, ['page' => $page]);
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// 确保数据格式统一
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$result = array_map(function ($item) {
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$ctr = $item['impressions'] > 0 ? number_format(($item['clicks'] / $item['impressions']) * 100, 2) . '%' : '-'; // 格式化为百分比
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return [
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'id' => $item['campaign_id'],
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'account_id' => $item['account_id'], // 映射为 customer_id
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'name' => $item['name'] ?: '-', // 若 name 为空则显示 '-'
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'status' => $item['status'],
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'assisted_purchases' => $item['assisted_purchases'],
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'last_clicked_purchases' => $item['last_clicked_purchases'],
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'roas' => $item['spend'] == 0 ? '-' : round($item['purchases_value'] / $item['spend'], 2),
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'spend' => '$' . number_format($item['spend'], 2), // 格式化支出
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'impressions' => $item['impressions'],
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'clicks' => $item['clicks'],
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'ctr' => $ctr, // CTR 字段
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'adds_to_cart' => $item['adds_to_cart'],
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'cost_per_atc' => $item['cost_per_atc'],
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'purchases' => $item['purchases'],
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'purchases_value' => '$' . number_format($item['purchases_value'], 2), // 格式化购买金额
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'revenue' => '$' . number_format($item['revenue'], 2), // 格式化收入
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'total_cost' => '$' . number_format($item['total_cost'], 2), // 格式化总成本
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'conversion_rate' => '-', // 没有提供有效的计算，保持为 '-'
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'net_profit' => '-', // 没有提供 net_profit 计算，保持为 '-'
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'net_profit_margin' => '-', // 没有提供 net_profit_margin 计算，保持为 '-'
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'net_profit_on_ad_spend' => '-', // 没有提供 net_profit_on_ad_spend 计算，保持为 '-'
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];
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}, $campaigns->items());
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// Pagination 数据
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$pagination = [
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'startIndex' => ($page - 1) * $pageSize,
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'maxResults' => $pageSize,
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'count' => $campaigns->total(),
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'pageNo' => $campaigns->currentPage(),
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'pageSize' => $pageSize,
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'pages' => $campaigns->lastPage(),
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];
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return [
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'pagination' => $pagination,
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'statistics' => $statistics,
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'data' => $result,
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];
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}
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/**
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* 获取广告组列表
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*/
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public static function getAdsetList($platformType, $customerIds, $page, $pageSize, $keyword, $startDate = null, $endDate = null)
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{
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// 检查 customerIds 是否为空，直接返回空结构
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if (empty($customerIds)) {
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return [
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'pagination' => [
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'startIndex' => 0,
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'maxResults' => $pageSize,
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'count' => 0,
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'pageNo' => $page,
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'pageSize' => $pageSize,
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'pages' => 0,
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],
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'statistics' => [
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],
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'data' => [],
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];
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}
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// 动态构建日期条件
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$dateCondition = '';
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if ($startDate && $endDate) {
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$dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
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}
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// 基础查询：广告组和日数据表联接
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$query = BpsAdSet::alias('s')
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->cache(false) // 强制不使用缓存
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->leftJoin('bps.bps_ads_insights d', "s.ad_set_id = d.ad_set_id AND s.platform_type = d.platform AND {$dateCondition}")
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->field('s.ad_set_id, s.status as status, s.name, s.account_id,
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COALESCE(SUM(d.assisted_purchases), 0) as assisted_purchases,
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COALESCE(SUM(d.last_clicked_purchases), 0) as last_clicked_purchases,
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COALESCE(SUM(d.clicks), 0) as clicks,
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COALESCE(SUM(d.spend) / 1000000, 0) as spend,
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COALESCE(SUM(d.impressions), 0) as impressions,
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COALESCE(SUM(d.adds_to_cart), 0) as adds_to_cart,
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COALESCE(SUM(d.cost_per_atc), 0) as cost_per_atc,
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COALESCE(SUM(d.purchases), 0) as purchases,
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COALESCE(SUM(d.purchases_value), 0) as purchases_value,
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COALESCE(SUM(d.revenue), 0) as revenue,
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COALESCE(SUM(d.total_cost), 0) as total_cost,
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-1 as conversion_rate, -1 as roas, -1 as ctr,-1 as net_profit,-1 as net_profit_margin,-1 as net_profit_on_ad_spend')
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->group('s.ad_set_id, s.status, s.account_id, s.name')
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->where('s.account_id', 'in', $customerIds); // 添加 customerIds 条件
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// 添加关键字过滤条件
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$query->where(function ($query) use ($keyword, $platformType) {
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if ($keyword) {
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$query->where('s.name', 'like', '%' . $keyword . '%');
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}
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if ($platformType) {
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$platformType = (int)$platformType;
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$query->where('s.platform_type', '=', $platformType);
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}
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});
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// 获取所有符合条件的数据（不分页）
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$allAdsets = $query->select()->toArray();
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$total_spend = array_sum(array_column($allAdsets, 'spend'));
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$total_cost = array_sum(array_column($allAdsets, 'total_cost'));
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$total_impressions = array_sum(array_column($allAdsets, 'impressions'));
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$total_clicks = array_sum(array_column($allAdsets, 'clicks'));
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$total_purchases_value = array_sum(array_column($allAdsets, 'purchases_value'));
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// 汇总统计数据
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$statistics = [
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'assisted_purchases' => array_sum(array_column($allAdsets, 'assisted_purchases')),
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'last_clicked_purchases' => array_sum(array_column($allAdsets, 'last_clicked_purchases')),
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'roas' => $total_spend === 0 ? '-' : round($total_purchases_value / $total_spend, 2),
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'amount_spend' => '$' . number_format($total_spend, 2) ?: '$0.00', // 格式化支出
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'clicks' => $total_clicks,
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'impressions' => array_sum(array_column($allAdsets, 'impressions')),
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'adds_to_cart' => array_sum(array_column($allAdsets, 'adds_to_cart')),
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'cost_per_atc' => array_sum(array_column($allAdsets, 'cost_per_atc')),
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'purchases' => array_sum(array_column($allAdsets, 'purchases')),
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'purchases_value' => array_sum(array_column($allAdsets, 'purchases_value')),
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'revenue' => '$' . number_format(array_sum(array_column($allAdsets, 'revenue')), 2) ?: '$0.00', // 格式化收入
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'total_cost' => '$' . number_format($total_cost, 2) ?: '$0.00', // 格式化总成本
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'conversion_rate' => '-', // 没有计算逻辑，保持为 '-'
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'net_profit' => '-', // 没有计算 net_profit，保持为 '-'
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'net_profit_margin' => '-', // 没有计算 net_profit_margin，保持为 '-'
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'net_profit_on_ad_spend' => '-', // 没有计算 net_profit_on_ad_spend，保持为 '-'
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// 计算总的 CTR
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'ctr' => ($total_impressions > 0) ? number_format(($total_clicks / $total_impressions) * 100, 2) . '%' : '-', // 格式化为百分比
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];
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// 获取分页数据
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$adsets = $query->paginate($pageSize, false, ['page' => $page]);
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// 确保数据格式统一
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$result = array_map(function ($item) {
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$ctr = $item['impressions'] > 0 ? number_format(($item['clicks'] / $item['impressions']) * 100, 2) . '%' : '-'; // 格式化为百分比
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return [
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'id' => $item['ad_set_id'],
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'account_id' => $item['account_id'], // 映射为 customer_id
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'name' => $item['name'] ?: '-', // 若 name 为空则显示 '-'
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'status' => $item['status'],
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'assisted_purchases' => $item['assisted_purchases'],
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'last_clicked_purchases' => $item['last_clicked_purchases'],
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'roas' => $item['spend'] == 0 ? '-' : round($item['purchases_value'] / $item['spend'], 2),
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'spend' => '$' . number_format($item['spend'], 2), // 格式化支出
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'impressions' => $item['impressions'],
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'clicks' => $item['clicks'],
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'ctr' => $ctr, // CTR 字段
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'adds_to_cart' => $item['adds_to_cart'],
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'cost_per_atc' => $item['cost_per_atc'],
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'purchases' => $item['purchases'],
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'purchases_value' => '$' . number_format($item['purchases_value'], 2), // 格式化购买金额
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'revenue' => '$' . number_format($item['revenue'], 2), // 格式化收入
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'total_cost' => '$' . number_format($item['total_cost'], 2), // 格式化总成本
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'conversion_rate' => '-', // 没有提供有效的计算，保持为 '-'
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'net_profit' => '-', // 没有提供 net_profit 计算，保持为 '-'
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'net_profit_margin' => '-', // 没有提供 net_profit_margin 计算，保持为 '-'
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'net_profit_on_ad_spend' => '-', // 没有提供 net_profit_on_ad_spend 计算，保持为 '-'
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];
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}, $adsets->items());
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// Pagination 数据
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$pagination = [
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'startIndex' => ($page - 1) * $pageSize,
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'maxResults' => $pageSize,
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'count' => $adsets->total(),
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'pageNo' => $adsets->currentPage(),
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'pageSize' => $pageSize,
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'pages' => $adsets->lastPage(),
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];
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return [
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'pagination' => $pagination,
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'statistics' => $statistics,
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'data' => $result,
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];
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}
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public static function getAdList($platformType, $customerIds, $page, $pageSize, $keyword, $startDate = null, $endDate = null)
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{
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// 检查 customerIds 是否为空，直接返回空结构
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if (empty($customerIds)) {
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return [
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'pagination' => [
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'startIndex' => 0,
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'maxResults' => $pageSize,
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'count' => 0,
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'pageNo' => $page,
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'pageSize' => $pageSize,
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'pages' => 0,
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],
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'statistics' => [],
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'data' => [],
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];
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}
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// 动态构建日期条件
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$dateCondition = '';
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if ($startDate && $endDate) {
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$dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
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}
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// 基础查询：广告和日数据表联接
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$query = BpsAdAd::alias('a')
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->cache(false) // 强制不使用缓存
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->leftJoin('bps.bps_ads_insights d', "a.ad_id = d.ad_id AND a.platform_type = d.platform AND {$dateCondition}")
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->field('a.ad_id, a.status as status, a.name, a.account_id,
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COALESCE(SUM(d.assisted_purchases), 0) as assisted_purchases,
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COALESCE(SUM(d.last_clicked_purchases), 0) as last_clicked_purchases,
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COALESCE(SUM(d.clicks), 0) as clicks,
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COALESCE(SUM(d.spend) / 1000000, 0) as spend,
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COALESCE(SUM(d.impressions), 0) as impressions,
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COALESCE(SUM(d.adds_to_cart), 0) as adds_to_cart,
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COALESCE(SUM(d.cost_per_atc), 0) as cost_per_atc,
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COALESCE(SUM(d.purchases), 0) as purchases,
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COALESCE(SUM(d.purchases_value), 0) as purchases_value,
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COALESCE(SUM(d.revenue), 0) as revenue,
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COALESCE(SUM(d.total_cost), 0) as total_cost,
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-1 as conversion_rate, -1 as roas, -1 as ctr, -1 as net_profit, -1 as net_profit_margin, -1 as net_profit_on_ad_spend')
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->group('a.ad_id, a.status, a.account_id, a.name')
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->where('a.account_id', 'in', $customerIds); // 添加 customerIds 条件
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// 添加关键字过滤条件
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$query->where(function ($query) use ($keyword, $platformType) {
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if ($keyword) {
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$query->where('a.name', 'like', '%' . $keyword . '%');
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}
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if ($platformType) {
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$platformType = (int)$platformType;
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$query->where('a.platform_type', '=', $platformType);
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}
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});
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// 获取所有符合条件的数据（不分页）
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$allAds = $query->select()->toArray();
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// 汇总统计数据
|
||
$total_spend = array_sum(array_column($allAds, 'spend'));
|
||
$total_cost = array_sum(array_column($allAds, 'total_cost'));
|
||
$total_impressions = array_sum(array_column($allAds, 'impressions'));
|
||
$total_clicks = array_sum(array_column($allAds, 'clicks'));
|
||
$total_purchases_value = array_sum(array_column($allAds, 'purchases_value'));
|
||
|
||
$statistics = [
|
||
'assisted_purchases' => array_sum(array_column($allAds, 'assisted_purchases')),
|
||
'last_clicked_purchases' => array_sum(array_column($allAds, 'last_clicked_purchases')),
|
||
'roas' => $total_spend === 0 ? '-' : round($total_purchases_value / $total_spend, 2),
|
||
'amount_spend' => '$' . number_format($total_spend, 2) ?: '$0.00', // 格式化支出
|
||
'clicks' => $total_clicks,
|
||
'impressions' => array_sum(array_column($allAds, 'impressions')),
|
||
'adds_to_cart' => array_sum(array_column($allAds, 'adds_to_cart')),
|
||
'cost_per_atc' => array_sum(array_column($allAds, 'cost_per_atc')),
|
||
'purchases' => array_sum(array_column($allAds, 'purchases')),
|
||
'purchases_value' => array_sum(array_column($allAds, 'purchases_value')),
|
||
'revenue' => '$' . number_format(array_sum(array_column($allAds, 'revenue')), 2) ?: '$0.00', // 格式化收入
|
||
'total_cost' => '$' . number_format($total_cost, 2) ?: '$0.00', // 格式化总成本
|
||
'conversion_rate' => '-', // 没有计算逻辑，保持为 '-'
|
||
'net_profit' => '-', // 没有计算 net_profit，保持为 '-'
|
||
'net_profit_margin' => '-', // 没有计算 net_profit_margin，保持为 '-'
|
||
'net_profit_on_ad_spend' => '-', // 没有计算 net_profit_on_ad_spend，保持为 '-'
|
||
'ctr' => ($total_impressions > 0) ? number_format(($total_clicks / $total_impressions) * 100, 2) . '%' : '-', // 格式化为百分比
|
||
];
|
||
|
||
// 获取分页数据
|
||
$ads = $query->paginate($pageSize, false, ['page' => $page]);
|
||
|
||
// 确保数据格式统一
|
||
$result = array_map(function ($item) {
|
||
$ctr = $item['impressions'] > 0 ? number_format(($item['clicks'] / $item['impressions']) * 100, 2) . '%' : '-'; // 格式化为百分比
|
||
return [
|
||
'id' => $item['ad_id'],
|
||
'account_id' => $item['account_id'], // 映射为 customer_id
|
||
'name' => $item['name'] ?: '-', // 若 name 为空则显示 '-'
|
||
'status' => $item['status'],
|
||
'assisted_purchases' => $item['assisted_purchases'],
|
||
'last_clicked_purchases' => $item['last_clicked_purchases'],
|
||
'roas' => $item['spend'] == 0 ? '-' : round($item['purchases_value'] / $item['spend'], 2),
|
||
'spend' => '$' . number_format($item['spend'], 2), // 格式化支出
|
||
'impressions' => $item['impressions'],
|
||
'clicks' => $item['clicks'],
|
||
'ctr' => $ctr, // CTR 字段
|
||
'adds_to_cart' => $item['adds_to_cart'],
|
||
'cost_per_atc' => $item['cost_per_atc'],
|
||
'purchases' => $item['purchases'],
|
||
'purchases_value' => '$' . number_format($item['purchases_value'], 2), // 格式化购买金额
|
||
'revenue' => '$' . number_format($item['revenue'], 2), // 格式化收入
|
||
'total_cost' => '$' . number_format($item['total_cost'], 2), // 格式化总成本
|
||
'conversion_rate' => '-', // 没有提供有效的计算，保持为 '-'
|
||
'net_profit' => '-', // 没有提供 net_profit 计算，保持为 '-'
|
||
'net_profit_margin' => '-', // 没有提供 net_profit_margin 计算，保持为 '-'
|
||
'net_profit_on_ad_spend' => '-', // 没有提供 net_profit_on_ad_spend 计算，保持为 '-'
|
||
];
|
||
}, $ads->items());
|
||
|
||
// Pagination 数据
|
||
$pagination = [
|
||
'startIndex' => ($page - 1) * $pageSize,
|
||
'maxResults' => $pageSize,
|
||
'count' => $ads->total(),
|
||
'pageNo' => $ads->currentPage(),
|
||
'pageSize' => $pageSize,
|
||
'pages' => $ads->lastPage(),
|
||
];
|
||
|
||
return [
|
||
'pagination' => $pagination,
|
||
'statistics' => $statistics,
|
||
'data' => $result,
|
||
];
|
||
}
|
||
|
||
public static function getThirdUserList($platformType, $userIds, $page, $pageSize, $keyword, $startDate = null, $endDate = null)
|
||
{
|
||
// 检查 userIds 是否为空，直接返回空结构
|
||
if (empty($userIds)) {
|
||
return [
|
||
'pagination' => [
|
||
'startIndex' => 0,
|
||
'maxResults' => $pageSize,
|
||
'count' => 0,
|
||
'pageNo' => $page,
|
||
'pageSize' => $pageSize,
|
||
'pages' => 0,
|
||
],
|
||
'statistics' => [],
|
||
'data' => [],
|
||
];
|
||
}
|
||
// dump($userIds);
|
||
// 动态构建日期条件
|
||
$dateCondition = '1=1'; // 默认没有日期限制
|
||
if ($startDate && $endDate) {
|
||
$dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
|
||
}
|
||
// u.user_id as third_user_id, u.third_type, u.facebook_user_id,
|
||
// a.advertiser_id, a.advertiser_name, a.google_manager, a.google_test_account,
|
||
// 基础查询：第三方用户和广告商数据表联接
|
||
$query = ThirdUser::alias('u')
|
||
->cache(false) // 强制不使用缓存
|
||
->leftJoin('bps.bps_third_user_advertiser a', "u.id = a.doc_")
|
||
->field('u.id as user_id,u.third_type,a.advertiser_name,
|
||
|
||
COALESCE(SUM(d.assisted_purchases), 0) as assisted_purchases,
|
||
COALESCE(SUM(d.last_clicked_purchases), 0) as last_clicked_purchases,
|
||
COALESCE(SUM(d.spend) / 1000000, 0) as spend,
|
||
COALESCE(SUM(d.impressions), 0) as impressions,
|
||
COALESCE(SUM(d.clicks), 0) as clicks,
|
||
COALESCE(SUM(d.adds_to_cart), 0) as adds_to_cart,
|
||
COALESCE(SUM(d.cost_per_atc), 0) as cost_per_atc,
|
||
COALESCE(SUM(d.purchases), 0) as purchases,
|
||
COALESCE(SUM(d.purchases_value), 0) as purchases_value,
|
||
COALESCE(SUM(d.revenue), 0) as revenue,
|
||
COALESCE(SUM(d.total_cost), 0) as total_cost')
|
||
->leftJoin('bps.bps_ads_insights d', "a.advertiser_id = d.account_id AND {$dateCondition}")
|
||
->where('u.id', 'in', $userIds); // 添加 userIds 条件
|
||
|
||
// 添加关键字过滤条件
|
||
$query->where(function ($query) use ($keyword, $platformType) {
|
||
if ($keyword) {
|
||
$query->where('a.advertiser_name', 'like', '%' . $keyword . '%');
|
||
}
|
||
if ($platformType) {
|
||
$query->where('d.platform', '=', $platformType);
|
||
}
|
||
});
|
||
|
||
// 添加 GROUP BY 子句
|
||
// $query->group('u.id, u.user_id, u.third_type, u.facebook_user_id,
|
||
// a.advertiser_id, a.advertiser_name, a.google_manager, a.google_test_account');
|
||
$query->group('u.id,u.third_type,a.advertiser_name');
|
||
|
||
// 调试打印 SQL
|
||
|
||
|
||
// 获取所有符合条件的数据（不分页）
|
||
$allUsers = $query->select()->toArray();
|
||
// dump($query->getLastSql());
|
||
//
|
||
// dump($allUsers);
|
||
|
||
// 汇总统计数据
|
||
$total_spend = array_sum(array_column($allUsers, 'spend'));
|
||
$total_impressions = array_sum(array_column($allUsers, 'impressions'));
|
||
$total_clicks = array_sum(array_column($allUsers, 'clicks'));
|
||
$total_adds_to_cart = array_sum(array_column($allUsers, 'adds_to_cart'));
|
||
$total_cost_per_atc = array_sum(array_column($allUsers, 'cost_per_atc'));
|
||
$total_purchases = array_sum(array_column($allUsers, 'purchases'));
|
||
$total_purchases_value = array_sum(array_column($allUsers, 'purchases_value'));
|
||
$total_revenue = array_sum(array_column($allUsers, 'revenue'));
|
||
$total_cost = array_sum(array_column($allUsers, 'total_cost'));
|
||
|
||
// 计算 ROAS
|
||
$roas = $total_spend === 0 ? '-' : round($total_purchases_value / $total_spend, 2);
|
||
|
||
// 计算 CTR
|
||
$ctr = $total_impressions > 0 ? number_format(($total_clicks / $total_impressions) * 100, 2) . '%' : '-';
|
||
|
||
// 汇总统计字段初始化
|
||
$statistics = [
|
||
'assisted_purchases' => 0,
|
||
'last_clicked_purchases' => 0,
|
||
'roas' => $total_spend === 0 ? '-' : round($total_purchases_value / $total_spend, 2),
|
||
'amount_spend' => '$' . number_format($total_spend, 2) ?: '$0.00', // 格式化支出
|
||
'clicks' => $total_clicks,
|
||
'impressions' => $total_impressions,
|
||
'adds_to_cart' => $total_adds_to_cart,
|
||
'cost_per_atc' => $total_cost_per_atc,
|
||
'purchases' => $total_purchases,
|
||
'purchases_value' => '$' . number_format($total_purchases_value, 2) ?: '$0.00', // 格式化销售额$total_purchases_value,
|
||
'revenue' => '$' . number_format($total_revenue, 2) ?: '$0.00', // 格式化收入
|
||
'total_cost' => '$' . number_format($total_cost, 2) ?: '$0.00', // 格式化总成本
|
||
'conversion_rate' => '-', // 没有计算逻辑，保持为 '-'
|
||
'net_profit' => '-', // 没有提供 net_profit，保持为 '-'
|
||
'net_profit_margin' => '-', // 没有提供 net_profit_margin，保持为 '-'
|
||
'net_profit_on_ad_spend' => '-', // 没有提供 net_profit_on_ad_spend，保持为 '-'
|
||
'ctr' => $ctr, // CTR 字段
|
||
];
|
||
|
||
// 获取分页数据
|
||
$users = $query->paginate($pageSize, false, ['page' => $page]);
|
||
|
||
// 按照 third_user_id 聚合统计字段
|
||
$aggregatedUsers = [];
|
||
|
||
// 遍历每个用户的统计数据
|
||
foreach ($users->items() as $item) {
|
||
$thirdUserId = $item['user_id'];
|
||
|
||
if (!isset($aggregatedUsers[$thirdUserId])) {
|
||
$aggregatedUsers[$thirdUserId] = [
|
||
'user_id' => $item['user_id'],
|
||
'third_type' => $item['third_type'],
|
||
'advertiser_name' => $item['advertiser_name'],
|
||
'assisted_purchases' => 0,
|
||
'last_clicked_purchases' => 0,
|
||
'roas' => 0,
|
||
'spend' => 0,
|
||
'impressions' => 0,
|
||
'clicks' => 0,
|
||
'adds_to_cart' => 0,
|
||
'cost_per_atc' => 0,
|
||
'purchases' => 0,
|
||
'purchases_value' => 0,
|
||
'revenue' => 0,
|
||
'total_cost' => 0,
|
||
'net_profit' => '-', // 没有提供 net_profit，保持为 '-'
|
||
'net_profit_margin' => '-', // 没有提供 net_profit_margin，保持为 '-'
|
||
'net_profit_on_ad_spend' => '-', // 没有提供 net_profit_on_ad_spend，保持为 '-'
|
||
|
||
];
|
||
}
|
||
|
||
// 汇总统计
|
||
$aggregatedUsers[$thirdUserId]['spend'] += $item['spend'];
|
||
$aggregatedUsers[$thirdUserId]['impressions'] += $item['impressions'];
|
||
$aggregatedUsers[$thirdUserId]['clicks'] += $item['clicks'];
|
||
$aggregatedUsers[$thirdUserId]['adds_to_cart'] += $item['adds_to_cart'];
|
||
$aggregatedUsers[$thirdUserId]['cost_per_atc'] += $item['cost_per_atc'];
|
||
$aggregatedUsers[$thirdUserId]['purchases'] += $item['purchases'];
|
||
$aggregatedUsers[$thirdUserId]['purchases_value'] += $item['purchases_value'];
|
||
$aggregatedUsers[$thirdUserId]['revenue'] += $item['revenue'];
|
||
$aggregatedUsers[$thirdUserId]['total_cost'] += $item['total_cost'];
|
||
$aggregatedUsers[$thirdUserId]['assisted_purchases'] += $item['assisted_purchases'];
|
||
$aggregatedUsers[$thirdUserId]['last_clicked_purchases'] += $item['last_clicked_purchases'];
|
||
}
|
||
|
||
// 计算统计口径字段：ROAS, CTR等
|
||
foreach ($aggregatedUsers as $userId => $data) {
|
||
$total_spend = $data['spend'];
|
||
$total_purchases_value = $data['purchases_value'];
|
||
$total_revenue = $data['revenue'];
|
||
$total_cost = $data['total_cost'];
|
||
$total_clicks = $data['clicks'];
|
||
$total_impressions = $data['impressions'];
|
||
// $total_adds_to_cart = $data['adds_to_cart'];
|
||
// $total_cost_per_atc = $data['cost_per_atc'];
|
||
// $total_purchases = $data['purchases'];
|
||
// $total_assisted_purchases = $data['assisted_purchases'];
|
||
// $total_last_clicked_purchases = $data['last_clicked_purchases'];
|
||
|
||
// 计算 ROAS, CTR 和其他需要的字段
|
||
$aggregatedUsers[$userId]['roas'] = $total_spend === 0 ? '-' : round($total_purchases_value / $total_spend, 2);
|
||
$aggregatedUsers[$userId]['amount_spend'] = '$' . number_format($total_spend, 2) ?: '$0.00';
|
||
$aggregatedUsers[$userId]['purchases_value'] = '$' . number_format($total_purchases_value, 2) ?: '$0.00';
|
||
$aggregatedUsers[$userId]['revenue'] = '$' . number_format($total_revenue, 2) ?: '$0.00';
|
||
$aggregatedUsers[$userId]['total_cost'] = '$' . number_format($total_cost, 2) ?: '$0.00';
|
||
$aggregatedUsers[$userId]['conversion_rate'] = $total_impressions === 0 ? '-' : round(($total_clicks / $total_impressions) * 100, 2) . '%';
|
||
$aggregatedUsers[$userId]['ctr'] = $total_impressions === 0 ? '-' : round(($total_clicks / $total_impressions) * 100, 2) . '%';
|
||
}
|
||
|
||
// 最终分页信息
|
||
$pagination = [
|
||
'startIndex' => ($page - 1) * $pageSize,
|
||
'maxResults' => $pageSize,
|
||
'count' => $users->total(),
|
||
'pageNo' => $page,
|
||
'pageSize' => $pageSize,
|
||
'pages' => ceil($users->total() / $pageSize),
|
||
];
|
||
|
||
return [
|
||
'pagination' => $pagination,
|
||
'statistics' => $statistics,
|
||
'data' => $aggregatedUsers,
|
||
];
|
||
}
|
||
|
||
|
||
/**
|
||
* 获取广告资产报告
|
||
*
|
||
* @param string $keyword 关键词（广告素材名称模糊搜索）
|
||
* @param string $dateRange 日期范围：Today, Yesterday, Last Week, Last Month, Last Year
|
||
* @param string|null $startDate 起始日期（可选）
|
||
* @param string|null $endDate 结束日期（可选）
|
||
* @param int $page 当前页码
|
||
* @param int $pageSize 每页数量
|
||
* @return array
|
||
*/
|
||
public function getAssetConversionData($customerIds, $page, $pageSize, $keyword, $dateRange, $startDate = null, $endDate = null)
|
||
{
|
||
|
||
$isSameMonth = true; // 判断是否跨月
|
||
$currentMonth = date('Y-m'); //一个月内的统计需要确定是什么月份。
|
||
if ($startDate && $endDate) {
|
||
// 比较日期的年月是否相同，若不同则为跨月
|
||
$isSameMonth = date('Y-m', strtotime($startDate)) === date('Y-m', strtotime($endDate));
|
||
if ($isSameMonth) {
|
||
$currentMonth = date('Y-m', strtotime($startDate));
|
||
}
|
||
}
|
||
|
||
// 1. 获取符合条件的 ad_id 列表，并且筛选 AssetRelation 的 date 字段
|
||
$adIdsQuery = AssetRelation::alias('r')
|
||
->leftJoin('bps.bps_google_ads_asset a', 'r.asset_id = a.asset_id') // 关联资产表
|
||
->where(function ($query) use ($keyword) {
|
||
if ($keyword) {
|
||
$query->where('a.asset_name', 'like', '%' . $keyword . '%'); // 关键词模糊匹配
|
||
}
|
||
});
|
||
|
||
// 如果提供了 customerIds，增加查询条件
|
||
if (!empty($customerIds)) {
|
||
$adIdsQuery->whereIn('a.customer_id', $customerIds); // 添加 customer_id 的查询约束
|
||
} else {
|
||
return [
|
||
'data' => [],
|
||
'chat_1_data' => [], // 返回按月汇总的 chat_data
|
||
'total' => 0,
|
||
'statistics' => [],
|
||
'pagination' => [
|
||
'startIndex' => 0,
|
||
'maxResults' => $pageSize,
|
||
'count' => 0,
|
||
'pageNo' => 1,
|
||
'pageSize' => $pageSize,
|
||
'pages' => 1
|
||
]
|
||
];
|
||
}
|
||
|
||
// 日期范围处理，筛选 AssetRelation 的 date 字段
|
||
if ($startDate && $endDate) {
|
||
$adIdsQuery->whereBetween('r.date', [$startDate, $endDate]);
|
||
} else {
|
||
switch ($dateRange) {
|
||
case 'Today':
|
||
$adIdsQuery->where('r.date', '=', date('Y-m-d'));
|
||
$currentMonth = date('Y-m');
|
||
$isSameMonth = true;
|
||
break;
|
||
case 'Yesterday':
|
||
$adIdsQuery->where('r.date', '=', date('Y-m-d', strtotime('-1 day')));
|
||
$currentMonth = date('Y-m', strtotime('-1 day'));
|
||
$isSameMonth = true;
|
||
break;
|
||
case 'Last Week':
|
||
$adIdsQuery->where('r.date', '>=', date('Y-m-d', strtotime('-1 week')));
|
||
// 比较日期的年月是否相同，若不同则为跨月
|
||
$isSameMonth = date('Y-m', strtotime('-1 week')) === date('Y-m');
|
||
break;
|
||
case 'Last Month':
|
||
$adIdsQuery->where('r.date', '>=', date('Y-m-d', strtotime('-1 month')));
|
||
$isSameMonth = false;
|
||
break;
|
||
case 'Last Year':
|
||
$adIdsQuery->where('r.date', '>=', date('Y-m-d', strtotime('-1 year')));
|
||
$isSameMonth = false;
|
||
break;
|
||
default:
|
||
break;
|
||
}
|
||
}
|
||
|
||
|
||
// 获取唯一的 ad_id 列表
|
||
$adIds = $adIdsQuery->distinct(true)->column('r.ad_id');
|
||
// dump($adIds);return($adIds);
|
||
|
||
// 2. 根据 ad_id 和日期范围去查询 DayData 表，按 ad_id 和日期聚合统计
|
||
$dayDataQuery = DayData::alias('d')
|
||
// ->leftJoin('bps.bps_google_ads_campaign c', 'd.campaign_id = c.campaign_id') // 关联广告系列表（如果有）
|
||
// ->leftJoin('bps.bps_google_ads_ad_group ag', 'd.ad_group_id = ag.ad_group_id') // 关联广告组表（如果有）
|
||
->whereIn('d.ad_id', $adIds) // 使用 ad_id 过滤
|
||
->where(function ($query) use ($startDate, $endDate, $dateRange) {
|
||
// 日期范围的筛选
|
||
if ($startDate && $endDate) {
|
||
$query->whereBetween('d.date', [$startDate, $endDate]);
|
||
} else {
|
||
switch ($dateRange) {
|
||
case 'Today':
|
||
$query->where('d.date', '=', date('Y-m-d'));
|
||
break;
|
||
case 'Yesterday':
|
||
$query->where('d.date', '=', date('Y-m-d', strtotime('-1 day')));
|
||
break;
|
||
case 'Last Week':
|
||
$query->where('d.date', '>=', date('Y-m-d', strtotime('-1 week')));
|
||
break;
|
||
case 'Last Month':
|
||
$query->where('d.date', '>=', date('Y-m-d', strtotime('-1 month')));
|
||
break;
|
||
case 'Last Year':
|
||
$query->where('d.date', '>=', date('Y-m-d', strtotime('-1 year')));
|
||
break;
|
||
default:
|
||
break;
|
||
}
|
||
}
|
||
});
|
||
|
||
// 如果跨月，按月聚合；如果不跨月，按 ad_id 聚合
|
||
if (!$isSameMonth) {
|
||
$dayDataQuery->group("d.month,d.ad_id,d.ad_name, d.ad_resource_name, d.ad_group_id, d.campaign_id, d.customer_id"); // 按月聚合
|
||
$dayDataQuery->field([
|
||
'd.ad_id',
|
||
'd.month',
|
||
// ThinkDb::raw("TO_CHAR(d.date, 'YYYY-MM') AS month"), // 格式化为 YYYY-MM 格式
|
||
ThinkDb::raw('SUM(d.cost_micros) / 1000000 AS total_spend'),
|
||
ThinkDb::raw('SUM(d.conversions_value) AS total_conversions_value'),
|
||
ThinkDb::raw('SUM(d.conversions) AS total_conversions'),
|
||
ThinkDb::raw('SUM(d.impressions) AS total_impressions'),
|
||
ThinkDb::raw('SUM(d.clicks) AS total_clicks')
|
||
]);
|
||
} else {
|
||
$dayDataQuery->group('d.ad_id,d.ad_name, d.ad_resource_name, d.ad_group_id, d.campaign_id, d.customer_id'); // 按 ad_id 聚合
|
||
$dayDataQuery->field([
|
||
'd.ad_id',
|
||
ThinkDb::raw('SUM(d.cost_micros) / 1000000 AS total_spend'),
|
||
ThinkDb::raw('SUM(d.conversions_value) AS total_conversions_value'),
|
||
ThinkDb::raw('SUM(d.conversions) AS total_conversions'),
|
||
ThinkDb::raw('SUM(d.impressions) AS total_impressions'),
|
||
ThinkDb::raw('SUM(d.clicks) AS total_clicks')
|
||
]);
|
||
}
|
||
|
||
// 获取聚合数据，不需要再传递字段给 select()
|
||
$aggregatedData = $dayDataQuery->select();
|
||
// dump($aggregatedData);return($aggregatedData);
|
||
|
||
// 3. 获取与 ad_id 关联的 asset_id 以及相关数据
|
||
$assetRelationsQuery = AssetRelation::whereIn('ad_id', $adIds)
|
||
->whereBetween('date', [$startDate, $endDate]) // 加上 AssetRelation 的 date 过滤
|
||
->field(['asset_id', 'ad_id'])->select();
|
||
// dump($assetRelationsQuery);return($assetRelationsQuery);
|
||
// 4. 汇总每个 asset_id 下的所有 ad_id 的聚合数据
|
||
$assetSummaryData = [];
|
||
|
||
foreach ($assetRelationsQuery as $assetRelation) {
|
||
// 从聚合数据中找到当前 ad_id 的相关数据
|
||
// $adStats = $aggregatedData->where('ad_id', $assetRelation->ad_id)->first();
|
||
// 获取该 ad_id 的所有聚合数据（可能有多条记录）
|
||
$adStatsCollection = $aggregatedData->where('ad_id', $assetRelation->ad_id);
|
||
// dump($adStatsCollection);return($adStatsCollection);
|
||
if (!$adStatsCollection->isEmpty()) {
|
||
// 如果该 ad_id 有对应的聚合数据，初始化资产汇总数据
|
||
if (!isset($assetSummaryData[$assetRelation->asset_id])) {
|
||
|
||
|
||
$assetSummaryData[$assetRelation->asset_id] = [
|
||
'asset_id' => $assetRelation->asset_id,
|
||
'asset_name' => '-', // 获取 asset_name
|
||
'asset_type' => 0, // 获取 asset_type
|
||
'asset_url' => '-', // 获取 asset_url
|
||
'total_spend' => 0,
|
||
'total_conversions_value' => 0,
|
||
'total_conversions' => 0,
|
||
'total_impressions' => 0,
|
||
'ad_count' => 0,
|
||
'monthly_data' => [], // 按月存储数据
|
||
];
|
||
}
|
||
|
||
// 遍历该 ad_id 所有的统计数据
|
||
foreach ($adStatsCollection as $adStats) {
|
||
// 获取当前月份
|
||
if ($isSameMonth) {
|
||
$month = $currentMonth; // 格式化为 YYYY-MM
|
||
} else {
|
||
$month = $adStats->month; // 格式化日期为 'YYYY-MM'
|
||
}
|
||
// 获取 asset 相关信息，通过模型查询 Asset
|
||
$asset = Asset::find($assetRelation->asset_id); // 根据 asset_id 查找对应的 Asset 数据
|
||
// 累加该 ad_id 的统计数据到对应的 asset_id 汇总
|
||
$assetSummaryData[$assetRelation->asset_id]['asset_name'] = $asset->asset_name;
|
||
$assetSummaryData[$assetRelation->asset_id]['asset_type'] = $asset->asset_type;
|
||
$assetSummaryData[$assetRelation->asset_id]['asset_url'] = $asset->asset_url;
|
||
$assetSummaryData[$assetRelation->asset_id]['total_spend'] += $adStats->total_spend;
|
||
$assetSummaryData[$assetRelation->asset_id]['total_conversions_value'] += $adStats->total_conversions_value;
|
||
$assetSummaryData[$assetRelation->asset_id]['total_conversions'] += $adStats->total_conversions;
|
||
$assetSummaryData[$assetRelation->asset_id]['total_impressions'] += $adStats->total_impressions;
|
||
$assetSummaryData[$assetRelation->asset_id]['ad'][] = $adStats->ad_id; // 存储 ad_id下一步统计数量
|
||
|
||
// 按月分开存储每个月的 spend 和 ROAS
|
||
if (!isset($assetSummaryData[$assetRelation->asset_id]['monthly_data'][$month])) {
|
||
$assetSummaryData[$assetRelation->asset_id]['monthly_data'][$month] = [
|
||
'month' => $month,
|
||
'spend' => 0,
|
||
'conversions_value' => 0,
|
||
];
|
||
}
|
||
|
||
// 累加每个月的数据
|
||
$assetSummaryData[$assetRelation->asset_id]['monthly_data'][$month]['spend'] += $adStats->total_spend;
|
||
$assetSummaryData[$assetRelation->asset_id]['monthly_data'][$month]['conversions_value'] += $adStats->total_conversions_value; // 避免除以零
|
||
}
|
||
}
|
||
}
|
||
//return $assetSummaryData;
|
||
// 5. 格式化输出数据
|
||
// 生成最终输出的数据
|
||
$resultData = [];
|
||
$chat_data = [];
|
||
$statistics = $this->initializeStatistics(); // Initialize statistics before processing
|
||
|
||
foreach ($assetSummaryData as $assetId => $data) {
|
||
// 计算 ROAS
|
||
$roas = $data['total_spend'] ? ($data['total_conversions_value'] / $data['total_spend']) : 0;
|
||
|
||
// 合并月度数据到总数据
|
||
$resultData[] = [
|
||
'creative_id' => $assetId,
|
||
'creative' => $data['asset_name'],
|
||
'creative_type' => $data['asset_type'],
|
||
'creative_url' => $data['asset_url'],
|
||
'spend' => '$' . number_format($data['total_spend'], 2),
|
||
'purchase_value' => '-',
|
||
'roas' => number_format($roas, 2) . 'X',
|
||
'cpa' => '-',
|
||
'cpc_link_click' => '-',
|
||
'cpm' => '-',
|
||
'cpc_all' => '-',
|
||
'aov' => '-',
|
||
'click_to_atc_ratio' => '-',
|
||
'atc_to_purchase_ratio' => '-',
|
||
'purchases' => '-',
|
||
'first_frame_retention' => '-',
|
||
'thumbstop' => '-',
|
||
'ctr_outbound' => '-',
|
||
'click_to_purchase' => '-',
|
||
'ctr_all' => '-',
|
||
'video_plays_25_rate' => '-',
|
||
'video_plays_50_rate' => '-',
|
||
'video_plays_75_rate' => '-',
|
||
'video_plays_100_rate' => '-',
|
||
'hold_rate' => '-',
|
||
'total_conversions_value' => '$' . number_format($data['total_conversions_value'], 2),
|
||
'total_conversions' => $data['total_conversions'],
|
||
'total_impressions' => $data['total_impressions'],
|
||
'ad_count' => count($data['ad']),
|
||
|
||
// 'monthly_data' => $data['monthly_data'], // 合并月度数据
|
||
];
|
||
|
||
// 计算每个月的汇总数据，用于 chat_data
|
||
foreach ($data['monthly_data'] as $month => $monthlyData) {
|
||
// 如果 chat_data 中已有该月的数据，则累加
|
||
if (!isset($chat_data[$month])) {
|
||
$chat_data[$month] = [
|
||
'month' => $month,
|
||
'total_spend' => 0,
|
||
'total_conversions_value' => 0,
|
||
'roas' => 0,
|
||
];
|
||
}
|
||
|
||
// 累加该月的 spend 和 conversions_value
|
||
$chat_data[$month]['total_spend'] += $monthlyData['spend'];
|
||
$chat_data[$month]['total_conversions_value'] += $monthlyData['conversions_value'];
|
||
|
||
// Aggregate statistics for overall summary
|
||
$statistics['spend'] += $monthlyData['spend'];
|
||
$statistics['conversions_value'] += $monthlyData['conversions_value'];
|
||
|
||
}
|
||
|
||
|
||
}
|
||
|
||
// 计算每个月的总 ROAS，ROAS = 总的转换值 / 总的支出
|
||
foreach ($chat_data as $month => $data) {
|
||
// 计算 ROAS
|
||
$totalSpend = $data['total_spend'];
|
||
$totalConversionsValue = $data['total_conversions_value'];
|
||
|
||
// 如果有支出数据，计算 ROAS
|
||
$chat_data[$month]['roas'] = $totalSpend ? ($totalConversionsValue / $totalSpend) : 0;
|
||
// 格式化 ROAS 为倍数
|
||
$chat_data[$month]['roas'] = round($chat_data[$month]['roas'], 2);
|
||
}
|
||
|
||
// 计算整体的 ROAS
|
||
$statistics['spend'] = '$' . number_format($statistics['spend'], 2);
|
||
$statistics['roas'] = $statistics['spend'] > 0 ? ($statistics['conversions_value'] / $statistics['spend']) : 0;
|
||
|
||
|
||
// 返回分页数据
|
||
$totalItems = count($assetSummaryData);
|
||
$totalPages = ceil($totalItems / $pageSize);
|
||
$startIndex = ($page - 1) * $pageSize;
|
||
// 截取返回的数据
|
||
// $pagedData = array_slice($assetSummaryData, $startIndex, $pageSize);
|
||
$resultDataPaginated = array_slice($resultData, ($page - 1) * $pageSize, $pageSize);
|
||
|
||
return [
|
||
'pagination' => [
|
||
'startIndex' => $startIndex,
|
||
'maxResults' => $pageSize,
|
||
'count' => $totalItems,
|
||
'pageNo' => $page,
|
||
'pageSize' => $pageSize,
|
||
'pages' => $totalPages
|
||
],
|
||
'chat_1_data' => array_values($chat_data), // 返回按月汇总的 chat_data
|
||
'data' => $resultDataPaginated,
|
||
'statistics' => $statistics
|
||
];
|
||
}
|
||
|
||
/**
|
||
* 初始化统计数据
|
||
*/
|
||
private function initializeStatistics()
|
||
{
|
||
return [
|
||
'conversions_value' => 0,
|
||
'spend' => 0,
|
||
'purchase_value' => '-', // 可根据需求进一步计算
|
||
'roas' => 0, // 可以根据需要计算总体 ROAS
|
||
'cpa' => '-',
|
||
'cpc_link_click' => '-',
|
||
'cpm' => '-',
|
||
'cpc_all' => '-',
|
||
'aov' => '-',
|
||
'click_to_atc_ratio' => '-',
|
||
'atc_to_purchase_ratio' => '-',
|
||
'purchases' => '-',
|
||
'first_frame_retention' => '-',
|
||
'thumbstop' => '-',
|
||
'ctr_outbound' => '-',
|
||
'click_to_purchase' => '-',
|
||
'ctr_all' => '-',
|
||
'video_plays_25_rate' => '-',
|
||
'video_plays_50_rate' => '-',
|
||
'video_plays_75_rate' => '-',
|
||
'video_plays_100_rate' => '-',
|
||
'hold_rate' => '-'
|
||
// Add other stats as necessary
|
||
];
|
||
}
|
||
}
|