<?php

namespace app\service;

use app\model\Ad;
use app\model\DayData;
use app\model\Campaign;
use app\model\AdGroup;
use app\model\Asset;
use app\model\AssetRelation;
use PhpOffice\PhpSpreadsheet\Spreadsheet;
use PhpOffice\PhpSpreadsheet\Writer\Xlsx;
use think\db\exception\DbException;
use think\facade\Db as ThinkDb;
use think\model\Collection;

class GoogleAdsReportService
{
    /**
     * 获取广告列表
     */
    public static function getAdList($customerIds, $page, $pageSize, $keyword, $dateRange, $startDate = null, $endDate = null)
    {
        // 基础查询：广告表和日数据表联接
        $query = Ad::alias('a')
            ->cache(false) // 强制不使用缓存
            ->leftJoin('bps.bps_google_ads_ad_group g', 'a.ad_group_id = g.ad_group_id')  // 关联广告组表
            ->leftJoin('bps.bps_google_ads_campaign c', 'a.campaign_id = c.campaign_id');  // 关联广告系列表

        // 如果提供了 customerIds，增加查询条件
        if (!empty($customerIds)) {
            $query->whereIn('a.customer_id', $customerIds);  // 添加 customer_id 的查询约束
        } else {
            return [
                'pagination' => [
                    'startIndex' => 0,
                    'maxResults' => $pageSize,
                    'count' => 0,
                    'pageNo' => $page,
                    'pageSize' => $pageSize,
                    'pages' => 0,
                ],
                'statistics' => [
                    'results' => '-',
                    'reach' => '-',
                    'spend' => '-',
                    'revenue' => '-',
                    'roas' => '-',
                    'profit' => '-',
                    'be_roas' => '-',
                ],
                'data' => [],
            ];
        }

        // 动态拼接 LEFT JOIN 的 ON 条件
        $onCondition = 'a.ad_id = d.ad_id';
        if ($startDate && $endDate) {
            $onCondition .= " AND d.date BETWEEN '{$startDate}' AND '{$endDate}'";
        } else {
            switch ($dateRange) {
                case 'Today':
                    $onCondition .= " AND d.date = '" . date('Y-m-d') . "'";
                    break;
                case 'Yesterday':
                    $onCondition .= " AND d.date = '" . date('Y-m-d', strtotime('-1 day')) . "'";
                    break;
                case 'Last Week':
                    $onCondition .= " AND d.date >= '" . date('Y-m-d', strtotime('-1 week')) . "'";
                    break;
                case 'Last Month':
                    $onCondition .= " AND d.date >= '" . date('Y-m-d', strtotime('-1 month')) . "'";
                    break;
                case 'Last Year':
                    $onCondition .= " AND d.date >= '" . date('Y-m-d', strtotime('-1 year')) . "'";
                    break;
                default:
                    break;
            }
        }

        // 添加 LEFT JOIN 日数据表
        $query->leftJoin('bps.bps_google_ad_day_data d', $onCondition);
        // 添加字段、分组和查询条件
        $query->field('a.ad_id, a.ad_name, a.status as ad_status, a.customer_id, a.ad_group_id, g.ad_group_name as ad_group_name, a.campaign_id, c.campaign_name as campaign_name,
             COALESCE(SUM(d.clicks), 0) as clicks,
             COALESCE(SUM(d.cost_micros) / 1000000, 0) as spend,
             COALESCE(SUM(d.conversions), 0) as results,
             COALESCE(SUM(d.conversions_value), 0) as conversions_value,
             COALESCE(SUM(d.impressions), 0) as reach,
             -1 as roas, -1 as be_roas, -1 as revenue, -1 as profit, -1 as delivery,
             a.metadata') // Include metadata field
        ->group('a.ad_id, a.ad_name, a.status, a.customer_id, a.ad_group_id, g.ad_group_name, a.campaign_id, c.campaign_name')
            ->where(function ($query) use ($keyword) {
//                if ($keyword) {
//                    $query->where('a.ad_name', 'like', '%' . $keyword . '%');
//                }
            });
        // 获取所有符合条件的数据（不分页）
        $allAds = $query->select()->toArray();  // 使用 toArray() 将对象转化为数组

        // 汇总统计数据：基于所有数据而不是分页数据
        $statistics = [
            'results' => '-',
            'reach' => array_sum(array_column($allAds, 'reach')) ?: 0,
            'revenue' => '-',
            'roas' => '-',
            'profit' => '-',
            'spend' => array_sum(array_column($allAds, 'spend')) ?: '0.00',
            'be_roas' => '-'
        ];
        // 获取查询结果
        $ads = $query->paginate($pageSize, false, ['page' => $page]);

        // 确保转换为数值，并格式化 -1 为 "-"
        $result = array_map(function ($item) {

            // Extract square marketing images from metadata
            // Extract square marketing images from metadata
            $metadata = $item['metadata'];

// 如果是对象，转换为数组
            if (is_object($metadata)) {
                $metadata = (array)$metadata;
            }
            $imageUrls = isset($metadata['square_marketing_images']) ? $metadata['square_marketing_images'] : [];

            // Extract asset_id from the image URL
            $assetId = 0;
            if (!empty($imageUrls)) {
                // Example: "customers/8452924576/assets/191936503309"
                $imagePath = $imageUrls[0]; // Get the last element
                preg_match('/assets\/(\d+)/', $imagePath, $matches);
                if (isset($matches[1])) {
                    $assetId = $matches[1];
                }
            }
            // Query the asset_url from the bps_google_ads_asset table
            $assetUrl = '';
            if ($assetId) {
                $asset = Asset::find($assetId);
                if ($asset) {
                    $assetUrl = $asset['asset_url'];
                }
            }

            return [
                'id' => $item['ad_id'],
                'customer_id' => $item['customer_id'],
                'ad_group_id' => $item['ad_group_id'],
                'name' => $item['ad_name'] ?: '-',  // 默认值为 '-'
                'status' => $item['ad_status'],
                'results' => $item['results'],
                'reach' => $item['reach'],
                'revenue' => $item['revenue'] == -1 ? '-' : $item['revenue'],
                'roas' => $item['roas'] == -1 ? '-' : $item['roas'],
                'profit' => $item['profit'] == -1 ? '-' : $item['profit'],
                'spend' => number_format($item['spend'], 2),
                'campaign_name' => $item['campaign_name'],
                'ad_set_name' => $item['ad_group_name'], // Assuming ad_group_name as ad_set_name
                'delivery' => $item['ad_status'],
                'delivery_status' => '-',  // Assuming active as '活动'
                'be_roas' => $item['be_roas'] == -1 ? '-' : $item['be_roas'],
                'image_url' => $assetUrl,  // Add logic to populate image URLs if available
            ];
        }, $ads->items());

        // 汇总统计数据
//        $statistics = [
//            'results' => '-',
//            'reach' => array_sum(array_column($result, 'reach')) ?: '-',
//            'revenue' => '-',
//            'roas' => '-',
//            'profit' => '-',
//            'spend' => array_sum(array_column($result, 'spend')) ?: '-',
//            'be_roas' => '-'
//        ];

        // Pagination data
        $pagination = [
            'startIndex' => ($page - 1) * $pageSize,
            'maxResults' => $pageSize,
            'count' => $ads->total(),
            'pageNo' => $ads->currentPage(),
            'pageSize' => $pageSize,
            'pages' => $ads->lastPage(),
        ];

        return [
            'pagination' => $pagination,
            'statistics' => $statistics,
            'data' => $result,
        ];
    }

    /**
     * 导出广告列表到 Excel
     *
     * @param string $keyword
     * @param string $dateRange
     * @return void
     */
    public static function exportAdListToExcel($customerIds,$keyword, $dateRange, $startDate = null, $endDate = null)
    {
        if (empty($customerIds)) {
            return [];
        }
        // 基础查询：广告表和日数据表联接
        $query = Ad::alias('a')
            ->cache(false) // 强制不使用缓存
            ->leftJoin('bps.bps_google_ads_ad_group g', 'a.ad_group_id = g.ad_group_id')  // 关联广告组表
            ->leftJoin('bps.bps_google_ads_campaign c', 'a.campaign_id = c.campaign_id');  // 关联广告系列表
        // 动态拼接 LEFT JOIN 的 ON 条件
        $onCondition = 'a.ad_id = d.ad_id';
        if ($startDate && $endDate) {
            $onCondition .= " AND d.date BETWEEN '{$startDate}' AND '{$endDate}'";
        } else {
            switch ($dateRange) {
                case 'Today':
                    $onCondition .= " AND d.date = '" . date('Y-m-d') . "'";
                    break;
                case 'Yesterday':
                    $onCondition .= " AND d.date = '" . date('Y-m-d', strtotime('-1 day')) . "'";
                    break;
                case 'Last Week':
                    $onCondition .= " AND d.date >= '" . date('Y-m-d', strtotime('-1 week')) . "'";
                    break;
                case 'Last Month':
                    $onCondition .= " AND d.date >= '" . date('Y-m-d', strtotime('-1 month')) . "'";
                    break;
                case 'Last Year':
                    $onCondition .= " AND d.date >= '" . date('Y-m-d', strtotime('-1 year')) . "'";
                    break;
                default:
                    break;
            }
        }

        // 添加 LEFT JOIN 日数据表
        $query->leftJoin('bps.bps_google_ad_day_data d', $onCondition);
        // 添加字段、分组和查询条件
        $query->field('a.ad_id,  -1 as ad_name, a.status as ad_status, a.customer_id, a.ad_group_id, g.ad_group_name as ad_group_name, a.campaign_id, c.campaign_name as campaign_name,
             COALESCE(SUM(d.clicks), -1) as clicks,
             COALESCE(SUM(d.cost_micros) / 1000000, -1) as spend,
             COALESCE(SUM(d.conversions), -1) as results,
             COALESCE(SUM(d.conversions_value), -1) as conversions_value,
             COALESCE(SUM(d.impressions), -1) as reach,
             -1 as roas, -1 as be_roas, -1 as revenue, -1 as profit, -1 as delivery')
            ->group('a.ad_id, a.ad_name, a.status, a.customer_id, a.ad_group_id, g.ad_group_name, a.campaign_id, c.campaign_name')
            ->where('a.customer_id', 'in', $customerIds)
            ->where(function ($query) use ($keyword) {
//                if ($keyword) {
//                    $query->where('a.ad_name', 'like', '%' . $keyword . '%');
//                }
            });


        // 获取所有广告数据
        $ads = $query->select();


        // 创建一个新的 Spreadsheet 对象
        $spreadsheet = new Spreadsheet();
        $sheet       = $spreadsheet->getActiveSheet();

        $ad_status = [
            0 => 'UNSPECIFIED',
            1 => 'UNKNOWN',  // UNKNOW
            2 => 'ENABLED',  // ENABLED
            3 => 'PAUSED',  // PAUSED
            4 => 'REMOVED',  // REMOVED
        ];

        // 设置表头
        $sheet->setCellValue('A1', 'Ad ID');
        $sheet->setCellValue('B1', 'Ad Status');
        $sheet->setCellValue('C1', 'Name');
        $sheet->setCellValue('D1', 'Campaign');
        $sheet->setCellValue('E1', 'Ad Set');
        $sheet->setCellValue('F1', 'Delivery');
        $sheet->setCellValue('G1', 'Results');
        $sheet->setCellValue('H1', 'Reach');
        $sheet->setCellValue('I1', 'Revenue');
        $sheet->setCellValue('J1', 'ROAS');
        $sheet->setCellValue('K1', 'beROAS');
        $sheet->setCellValue('L1', 'Profit');
        $sheet->setCellValue('M1', 'Spend');
//        $sheet->setCellValue('N1', 'Customer ID');
//        $sheet->setCellValue('E1', 'Clicks');
//        $sheet->setCellValue('F1', 'Cost Micros');
//        $sheet->setCellValue('G1', 'Conversions');
//        $sheet->setCellValue('H1', 'Conversions Value');
//        $sheet->setCellValue('I1', 'Impressions');

        // 填充数据
        $row = 2; // 从第二行开始
        foreach ($ads as $ad) {
            $sheet->setCellValueExplicit('A' . $row, (string)$ad->ad_id, \PhpOffice\PhpSpreadsheet\Cell\DataType::TYPE_STRING);  // 设置 ad_id 为文本
            $sheet->setCellValue('B' . $row, $ad_status[$ad->ad_status]);
            $sheet->setCellValue('C' . $row, $ad->ad_name);  // 直接设置 ad_name
            $sheet->setCellValue('D' . $row, $ad->campaign_name);  // 直接设置 ad_name
            $sheet->setCellValue('E' . $row, $ad->ad_group_name);  // 直接设置 ad_name
            $sheet->setCellValue('F' . $row, $ad->delivery);  // 直接设置 ad_name
            $sheet->setCellValue('G' . $row, $ad->results);
            $sheet->setCellValue('H' . $row, $ad->reach);
            $sheet->setCellValue('I' . $row, $ad->revenue);
            $sheet->setCellValue('J' . $row, $ad->roas);
            $sheet->setCellValue('K' . $row, $ad->be_roas);
            $sheet->setCellValue('L' . $row, $ad->profit);
            $sheet->setCellValue('M' . $row, $ad->spend);
//            $sheet->setCellValueExplicit('N' . $row, (string)$ad->customer_id, \PhpOffice\PhpSpreadsheet\Cell\DataType::TYPE_STRING);  // 设置 customer_id 为文本

            $row++;
        }

        // 设置 Excel 文件名
        $fileName = 'Ad_Report_' . $dateRange . '_' . date('Y-m-d_H-i-s') . '.xlsx';

        // 创建 Excel 文件并保存
        $writer   = new Xlsx($spreadsheet);
        $filePath = public_path() . '/' . $fileName;

        try {
            $writer->save($filePath);
            return response()->download($filePath, $fileName);
//            return ['success' => true, 'file_path' => $filePath];
        } catch (\Exception $e) {
            return ['' => false, 'message' => $e->getMessage()];
        }
    }

    /**
     * 获取广告系列列表
     */
    public static function getCampaignList($customerIds, $page, $pageSize, $keyword, $dateRange, $startDate = null, $endDate = null)
    {
        // 检查 customerIds 是否为空，直接返回空结构
        if (empty($customerIds)) {
            return [
                'pagination' => [
                    'startIndex' => 0,
                    'maxResults' => $pageSize,
                    'count' => 0,
                    'pageNo' => $page,
                    'pageSize' => $pageSize,
                    'pages' => 0,
                ],
                'statistics' => [
                    'results' => '-',
                    'reach' => '-',
                    'spend' => '-',
                    'revenue' => '-',
                    'roas' => '-',
                    'profit' => '-',
                    'be_roas' => '-',
                ],
                'data' => [],
            ];
        }
        // 动态构建日期条件
        $dateCondition = '';
        if ($startDate && $endDate) {
            $dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
        } else {
            switch ($dateRange) {
                case 'Today':
                    $dateCondition = "d.date = '" . date('Y-m-d') . "'";
                    break;
                case 'Yesterday':
                    $dateCondition = "d.date = '" . date('Y-m-d', strtotime('-1 day')) . "'";
                    break;
                case 'Last Week':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 week')) . "'";
                    break;
                case 'Last Month':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 month')) . "'";
                    break;
                case 'Last Year':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 year')) . "'";
                    break;
                default:
                    $dateCondition = "1=1"; // 无日期限制，默认条件始终为真
                    break;
            }
        }

        // 基础查询：广告活动和日数据表联接
        $query = Campaign::alias('c')
            ->cache(false) // 强制不使用缓存
            ->leftJoin('bps.bps_google_ad_day_data d', "c.campaign_id = d.campaign_id AND {$dateCondition}")
            ->field('c.campaign_id, c.status as campaign_status, c.campaign_name, c.customer_id, 
             COALESCE(SUM(d.clicks), 0) as clicks, 
             COALESCE(SUM(d.cost_micros) / 1000000, 0) as spend,
             COALESCE(SUM(d.conversions), 0) as results, 
             COALESCE(SUM(d.conversions_value), 0) as conversions_value, 
             COALESCE(SUM(d.impressions), 0) as reach, 
             -1 as roas, -1 as be_roas, -1 as revenue, -1 as profit, -1 as delivery')
            ->group('c.campaign_id, c.status, c.customer_id, c.campaign_name')
            ->where('c.customer_id', 'in', $customerIds); // 添加 customerIds 条件

        // 添加关键字过滤条件
        $query->where(function ($query) use ($keyword) {
            if ($keyword) {
                $query->where('c.campaign_name', 'like', '%' . $keyword . '%');
            }
        });

        // 获取所有符合条件的数据（不分页）
        $allCampaigns = $query->select()->toArray();

        // 汇总统计数据
        $statistics = [
            'results' => '-',
            'reach' => array_sum(array_column($allCampaigns, 'reach')) ?: 0,
            'spend' => array_sum(array_column($allCampaigns, 'spend')) ?: '0.00',
            'revenue' => '-',
            'roas' => '-',
            'profit' => '-',
            'be_roas' => '-',
        ];

        // 获取分页数据
        $campaigns = $query->paginate($pageSize, false, ['page' => $page]);

        // 确保数据格式统一
        $result = array_map(function ($item) {
            return [
                'id' => $item['campaign_id'],
                'customer_id' => $item['customer_id'],
                'name' => $item['campaign_name'] ?: '-',
                'status' => $item['campaign_status'],
                'results' => $item['results'],
                'reach' => $item['reach'],
                'revenue' => $item['revenue'] == -1 ? '-' : $item['revenue'],
                'roas' => $item['roas'] == -1 ? '-' : $item['roas'],
                'profit' => $item['profit'] == -1 ? '-' : $item['profit'],
                'spend' => number_format($item['spend'], 2),
                'delivery' => $item['campaign_status'],
                'delivery_status' => '-', // 默认状态
                'be_roas' => $item['be_roas'] == -1 ? '-' : $item['be_roas'],
            ];
        }, $campaigns->items());

        // Pagination 数据
        $pagination = [
            'startIndex' => ($page - 1) * $pageSize,
            'maxResults' => $pageSize,
            'count' => $campaigns->total(),
            'pageNo' => $campaigns->currentPage(),
            'pageSize' => $pageSize,
            'pages' => $campaigns->lastPage(),
        ];

        return [
            'pagination' => $pagination,
            'statistics' => $statistics,
            'data' => $result,
        ];
    }


    /**
     * 获取广告系列列表
     */
    public static function getCampaignList1111($page, $pageSize, $keyword, $dateRange, $startDate = null, $endDate = null)
    {
// 动态构建日期条件
        $dateCondition = '';
        if ($startDate && $endDate) {
            $dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
        } else {
            switch ($dateRange) {
                case 'Today':
                    $dateCondition = "d.date = '" . date('Y-m-d') . "'";
                    break;
                case 'Yesterday':
                    $dateCondition = "d.date = '" . date('Y-m-d', strtotime('-1 day')) . "'";
                    break;
                case 'Last Week':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 week')) . "'";
                    break;
                case 'Last Month':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 month')) . "'";
                    break;
                case 'Last Year':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 year')) . "'";
                    break;
                default:
                    $dateCondition = "1=1"; // 无日期限制，默认条件始终为真
                    break;
            }
        }

// 基础查询：广告活动和日数据表联接
        $query = Campaign::alias('c')
            ->leftJoin('bps.bps_google_ad_day_data d', "c.campaign_id = d.campaign_id AND {$dateCondition}") // 将日期条件加入到 ON 子句中
            ->field('c.campaign_id, c.status as campaign_status, c.campaign_name, c.customer_id, 
             COALESCE(SUM(d.clicks), -1) as clicks, 
             COALESCE(SUM(d.cost_micros) / 1000000, -1) as spend,
             COALESCE(SUM(d.conversions), -1) as results, 
             COALESCE(SUM(d.conversions_value), -1) as conversions_value, 
             COALESCE(SUM(d.impressions), -1) as reach, 
             -1 as roas, -1 as be_roas, -1 as revenue, -1 as profit, -1 as delivery')
            ->group('c.campaign_id, c.status, c.customer_id, c.campaign_name')
            ->where(function ($query) use ($keyword) {
                if ($keyword) {
                    $query->where('c.campaign_name', 'like', '%' . $keyword . '%');
                }
            });

        // 获取分页数据
        $campaigns = $query->paginate($pageSize, false, ['page' => $page]);

        // 确保转换为数值
        $result = array_map(function ($item) {
            $item['spend']             = (float)$item['spend'];
            $item['conversions_value'] = (float)$item['conversions_value'];
            return $item;
        }, $campaigns->items());

        // 返回分页和总数信息
        return [
            'data' => $campaigns->items(),
            'total' => $campaigns->total(),
            'current_page' => $campaigns->currentPage(),
            'last_page' => $campaigns->lastPage(),
        ];
    }


    /**
     * 导出广告系列数据到 Excel
     *
     * @param string $keyword
     * @param string $dateRange
     * @return void
     */
    public function exportCampaignsToExcel($customerIds,$keyword, $dateRange, $startDate = null, $endDate = null)
    {
        if(empty($customerIds)){
            return [];
        }

        // 动态构建日期条件
        $dateCondition = '';
        if ($startDate && $endDate) {
            $dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
        } else {
            switch ($dateRange) {
                case 'Today':
                    $dateCondition = "d.date = '" . date('Y-m-d') . "'";
                    break;
                case 'Yesterday':
                    $dateCondition = "d.date = '" . date('Y-m-d', strtotime('-1 day')) . "'";
                    break;
                case 'Last Week':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 week')) . "'";
                    break;
                case 'Last Month':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 month')) . "'";
                    break;
                case 'Last Year':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 year')) . "'";
                    break;
                default:
                    $dateCondition = "1=1"; // 无日期限制，默认条件始终为真
                    break;
            }
        }

// 基础查询：广告活动和日数据表联接
        $query = Campaign::alias('c')
            ->leftJoin('bps.bps_google_ad_day_data d', "c.campaign_id = d.campaign_id AND {$dateCondition}") // 将日期条件加入到 ON 子句中
            ->field('c.campaign_id, c.status as campaign_status, c.campaign_name, c.customer_id, 
             COALESCE(SUM(d.clicks), -1) as clicks, 
             COALESCE(SUM(d.cost_micros) / 1000000, -1) as spend,
             COALESCE(SUM(d.conversions), -1) as results, 
             COALESCE(SUM(d.conversions_value), -1) as conversions_value, 
             COALESCE(SUM(d.impressions), -1) as reach, 
             -1 as roas, -1 as be_roas, -1 as revenue, -1 as profit, -1 as delivery')
            ->group('c.campaign_id, c.status, c.customer_id, c.campaign_name')
            ->where('c.customer_id', 'in', $customerIds)
            ->where(function ($query) use ($keyword) {
                if ($keyword) {
                    $query->where('c.campaign_name', 'like', '%' . $keyword . '%');
                }
            });

        // 获取所有广告系列数据
        $campaigns = $query->select();

        // 创建一个新的 Spreadsheet 对象
        $spreadsheet = new Spreadsheet();
        $sheet       = $spreadsheet->getActiveSheet();

        $campaignsStatus = [
            0 => 'UNSPECIFIED',  // UNSPECIFIED
            1 => 'UNKNOWN',  // UNKNOWN
            2 => 'ENABLED',  // ENABLED
            3 => 'PAUSED',  // PAUSED
            4 => 'REMOVED',  // REMOVED
        ];

        // 设置表头
        $sheet->setCellValue('A1', 'Campaign ID');
        $sheet->setCellValue('B1', 'Status');
        $sheet->setCellValue('C1', 'Name');
        $sheet->setCellValue('D1', 'Delivery');
        $sheet->setCellValue('E1', 'Results');
        $sheet->setCellValue('F1', 'Reach');
        $sheet->setCellValue('G1', 'Revenue');
        $sheet->setCellValue('H1', 'ROAS');
        $sheet->setCellValue('I1', 'beROAS');
        $sheet->setCellValue('J1', 'Profit');
        $sheet->setCellValue('K1', 'Spend');

        // 填充数据
        $row = 2; // 从第二行开始
        foreach ($campaigns as $campaign) {
//使用 setCellValueExplicit 显式设置为文本格式
            $sheet->setCellValueExplicit('A' . $row, (string)$campaign->campaign_id, \PhpOffice\PhpSpreadsheet\Cell\DataType::TYPE_STRING);  // 设置为文本格式
            $sheet->setCellValue('B' . $row, $campaignsStatus[$campaign->campaign_status]);
            $sheet->setCellValue('C' . $row, $campaign->campaign_name);
            $sheet->setCellValue('D' . $row, $campaign->delivery);  // 直接设置 ad_name
            $sheet->setCellValue('E' . $row, $campaign->results);
            $sheet->setCellValue('F' . $row, $campaign->reach);
            $sheet->setCellValue('G' . $row, $campaign->revenue);
            $sheet->setCellValue('H' . $row, $campaign->roas);
            $sheet->setCellValue('I' . $row, $campaign->be_roas);
            $sheet->setCellValue('J' . $row, $campaign->profit);
            $sheet->setCellValue('K' . $row, $campaign->spend);
//            $sheet->setCellValueExplicit('N' . $row, (string)$campaign->customer_id, \PhpOffice\PhpSpreadsheet\Cell\DataType::TYPE_STRING);  // 设置为文本格式
            $row++;
        }

        // 设置 Excel 文件名
        $fileName = 'Campaign_Report_' . $dateRange . '_' . date('Y-m-d_H-i-s') . '.xlsx';

        // 创建 Excel 文件并保存
        $writer   = new Xlsx($spreadsheet);
        $filePath = public_path() . '/' . $fileName;

        try {
            $writer->save($filePath);
            return response()->download($filePath, $fileName);
//            return ['success' => true, 'file_path' => $filePath];
        } catch (\Exception $e) {
            return ['' => false, 'message' => $e->getMessage()];
        }

    }

    /**
     * 获取广告组列表
     */
    public static function getAdGroupList($customerIds, $page, $pageSize, $keyword, $dateRange, $startDate = null, $endDate = null)
    {
        // 检查 customerIds 是否为空，直接返回空结构
        if (empty($customerIds)) {
            return [
                'pagination' => [
                    'startIndex' => 0,
                    'maxResults' => $pageSize,
                    'count' => 0,
                    'pageNo' => $page,
                    'pageSize' => $pageSize,
                    'pages' => 0,
                ],
                'statistics' => [
                    'results' => '-',
                    'reach' => '-',
                    'spend' => '-',
                    'revenue' => '-',
                    'roas' => '-',
                    'profit' => '-',
                    'be_roas' => '-',
                ],
                'data' => [],
            ];
        }

        // 动态构建日期条件
        $dateCondition = '';
        if ($startDate && $endDate) {
            $dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
        } else {
            switch ($dateRange) {
                case 'Today':
                    $dateCondition = "d.date = '" . date('Y-m-d') . "'";
                    break;
                case 'Yesterday':
                    $dateCondition = "d.date = '" . date('Y-m-d', strtotime('-1 day')) . "'";
                    break;
                case 'Last Week':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 week')) . "'";
                    break;
                case 'Last Month':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 month')) . "'";
                    break;
                case 'Last Year':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 year')) . "'";
                    break;
                default:
                    $dateCondition = "1=1"; // 无日期限制，默认条件始终为真
                    break;
            }
        }

        // 初始化查询
        $query = AdGroup::alias('ag')
            ->leftJoin("bps.bps_google_ad_day_data d", "ag.ad_group_id = d.ad_group_id AND {$dateCondition}") // 日期条件放入 ON 子句
            ->leftJoin("bps.bps_google_ads_campaign c", "ag.campaign_id = c.campaign_id") // 关联广告系列表
            ->field('ag.ad_group_id, ag.ad_group_name, ag.status as ad_group_status, ag.campaign_id, c.campaign_name, ag.customer_id, 
                 COALESCE(SUM(d.clicks), 0) as clicks, 
                 COALESCE(SUM(d.cost_micros) / 1000000, 0) as spend,
                 COALESCE(SUM(d.conversions), 0) as results, 
                 COALESCE(SUM(d.conversions_value), 0) as conversions_value, 
                 COALESCE(SUM(d.impressions), 0) as reach, 
                 -1 as roas, -1 as be_roas, -1 as revenue, -1 as profit, -1 as delivery')
            ->group('ag.ad_group_id, ag.ad_group_name, ag.status, ag.campaign_id, c.campaign_name, ag.customer_id')
            ->where('ag.customer_id', 'in', $customerIds) // 添加 customerIds 条件
            ->where(function ($query) use ($keyword) {
                if ($keyword) {
                    $query->where('ag.ad_group_name', 'like', '%' . $keyword . '%');
                }
            });

        // 获取所有符合条件的数据（不分页）
        $allAdGroups = $query->select()->toArray();

        // 汇总统计数据：基于所有数据而不是分页数据
        $statistics = [
            'results' => '-',
            'reach' => array_sum(array_column($allAdGroups, 'reach')) ?: 0,
            'spend' => array_sum(array_column($allAdGroups, 'spend')) ?: '0.00',
            'revenue' => '-',
            'roas' => '-',
            'profit' => '-',
            'be_roas' => '-'
        ];

        // 获取分页数据
        $adGroups = $query->paginate($pageSize, false, ['page' => $page]);

        // 格式化结果
        $result = array_map(function ($item) {
            return [
                'id' => $item['ad_group_id'],
                'customer_id' => $item['customer_id'],
                'name' => $item['ad_group_name'] ?: '-',
                'status' => $item['ad_group_status'],
                'campaign_name' => $item['campaign_name'],
                'results' => $item['results'],
                'reach' => $item['reach'],
                'spend' => number_format($item['spend'], 2),
                'revenue' => $item['revenue'] == -1 ? '-' : $item['revenue'],
                'roas' => $item['roas'] == -1 ? '-' : $item['roas'],
                'profit' => $item['profit'] == -1 ? '-' : $item['profit'],
                'be_roas' => $item['be_roas'] == -1 ? '-' : $item['be_roas'],
            ];
        }, $adGroups->items());

        // 分页信息
        $pagination = [
            'startIndex' => ($page - 1) * $pageSize,
            'maxResults' => $pageSize,
            'count' => $adGroups->total(),
            'pageNo' => $adGroups->currentPage(),
            'pageSize' => $pageSize,
            'pages' => $adGroups->lastPage(),
        ];

        // 返回结果
        return [
            'pagination' => $pagination,
            'statistics' => $statistics,
            'data' => $result,
        ];
    }


    /**
     * 获取广告系列列表
     */
    public static function getAdGroupList1111($page, $pageSize, $keyword, $dateRange, $startDate = null, $endDate = null)
    {
// 动态构建日期条件
        $dateCondition = '';
        if ($startDate && $endDate) {
            $dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
        } else {
            switch ($dateRange) {
                case 'Today':
                    $dateCondition = "d.date = '" . date('Y-m-d') . "'";
                    break;
                case 'Yesterday':
                    $dateCondition = "d.date = '" . date('Y-m-d', strtotime('-1 day')) . "'";
                    break;
                case 'Last Week':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 week')) . "'";
                    break;
                case 'Last Month':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 month')) . "'";
                    break;
                case 'Last Year':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 year')) . "'";
                    break;
                default:
                    $dateCondition = "1=1"; // 默认无日期限制
                    break;
            }
        }

// 初始化查询
        $query = AdGroup::alias('ag')
            ->leftJoin("bps.bps_google_ad_day_data d", "ag.ad_group_id = d.ad_group_id AND {$dateCondition}") // 日期条件放入 ON 子句
            ->leftJoin("bps.bps_google_ads_campaign c", "ag.campaign_id = c.campaign_id") // 关联广告系列表
            ->field('ag.ad_group_id, ag.ad_group_name, ag.status as ad_group_status, ag.campaign_id, c.campaign_name, ag.customer_id, 
             COALESCE(SUM(d.clicks), -1) as clicks, 
             COALESCE(SUM(d.cost_micros) / 1000000, -1) as spend,
             COALESCE(SUM(d.conversions), -1) as results, 
             COALESCE(SUM(d.conversions_value), -1) as conversions_value, 
             COALESCE(SUM(d.impressions), -1) as reach, 
             -1 as roas, -1 as be_roas, -1 as revenue, -1 as profit, -1 as delivery')
            ->group('ag.ad_group_id, ag.ad_group_name, ag.status, ag.campaign_id, c.campaign_name, ag.customer_id')
            ->where(function ($query) use ($keyword) {
                if ($keyword) {
                    $query->where('ag.ad_group_name', 'like', '%' . $keyword . '%');
                }
            });

// 获取分页数据
        $adGroups = $query->paginate($pageSize, false, ['page' => $page]);
        // 确保转换为数值
        $result = array_map(function ($item) {
            $item['spend']             = (float)$item['spend'];
            $item['conversions_value'] = (float)$item['conversions_value'];
            return $item;
        }, $adGroups->items());

// 返回分页和总数信息
        return [
            'data' => $adGroups->items(),
            'total' => $adGroups->total(),
            'current_page' => $adGroups->currentPage(),
            'last_page' => $adGroups->lastPage(),
        ];
    }


    /**
     * 将广告组数据导出到 Excel 文件
     */
    public function exportAdGroupsToExcel($customerIds,$keyword = '', $dateRange = 'Today', $startDate = null, $endDate = null)
    {
        if(empty($customerIds)){
            return [];
        }
        // 动态构建日期条件
        $dateCondition = '';
        if ($startDate && $endDate) {
            $dateCondition = "d.date BETWEEN '{$startDate}' AND '{$endDate}'";
        } else {
            switch ($dateRange) {
                case 'Today':
                    $dateCondition = "d.date = '" . date('Y-m-d') . "'";
                    break;
                case 'Yesterday':
                    $dateCondition = "d.date = '" . date('Y-m-d', strtotime('-1 day')) . "'";
                    break;
                case 'Last Week':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 week')) . "'";
                    break;
                case 'Last Month':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 month')) . "'";
                    break;
                case 'Last Year':
                    $dateCondition = "d.date >= '" . date('Y-m-d', strtotime('-1 year')) . "'";
                    break;
                default:
                    $dateCondition = "1=1"; // 默认无日期限制
                    break;
            }
        }

// 初始化查询
        $query = AdGroup::alias('ag')
            ->leftJoin("bps.bps_google_ad_day_data d", "ag.ad_group_id = d.ad_group_id AND {$dateCondition}") // 日期条件放入 ON 子句
            ->leftJoin("bps.bps_google_ads_campaign c", "ag.campaign_id = c.campaign_id") // 关联广告系列表
            ->field('ag.ad_group_id, ag.ad_group_name, ag.status as ad_group_status, ag.campaign_id, c.campaign_name, ag.customer_id, 
             COALESCE(SUM(d.clicks), -1) as clicks, 
             COALESCE(SUM(d.cost_micros) / 1000000, -1) as spend,
             COALESCE(SUM(d.conversions), -1) as results, 
             COALESCE(SUM(d.conversions_value), -1) as conversions_value, 
             COALESCE(SUM(d.impressions), -1) as reach, 
             -1 as roas, -1 as be_roas, -1 as revenue, -1 as profit, -1 as delivery')
            ->group('ag.ad_group_id, ag.ad_group_name, ag.status, ag.campaign_id, c.campaign_name, ag.customer_id')
            ->where('ag.customer_id', 'in', $customerIds) // 添加 customerIds 条件
            ->where(function ($query) use ($keyword) {
                if ($keyword) {
                    $query->where('ag.ad_group_name', 'like', '%' . $keyword . '%');
                }
            });
        // 获取所有广告组数据
        $ad_groups = $query->select();


        // 创建一个新的 Spreadsheet 对象
        $spreadsheet = new Spreadsheet();
        $sheet       = $spreadsheet->getActiveSheet();

        // 设置表头
        $sheet->setCellValue('A1', 'Ad Group ID');
        $sheet->setCellValue('B1', 'Status');
        $sheet->setCellValue('C1', 'Name');
        $sheet->setCellValue('D1', 'Campaign');
        $sheet->setCellValue('E1', 'Delivery');
        $sheet->setCellValue('F1', 'Results');
        $sheet->setCellValue('G1', 'Reach');
        $sheet->setCellValue('H1', 'Revenue');
        $sheet->setCellValue('I1', 'ROAS');
        $sheet->setCellValue('J1', 'beROAS');
        $sheet->setCellValue('K1', 'Profit');
        $sheet->setCellValue('L1', 'Spend');

        $ad_groups_status = [
            0 => 'UNSPECIFIED',  // UNSPECIFIED
            1 => 'UNKNOWN',  // UNKNOWN
            2 => 'ENABLED',  // ENABLED
            3 => 'PAUSED',  // PAUSED
            4 => 'REMOVED',  // REMOVED
        ];


        // 填充数据
        $row = 2;
        foreach ($ad_groups as $adGroup) {
            // 使用 setCellValueExplicit 显式设置为文本格式
            $sheet->setCellValueExplicit('A' . $row, (string)$adGroup->ad_group_id, \PhpOffice\PhpSpreadsheet\Cell\DataType::TYPE_STRING);  // 设置为文本格式
//            $sheet->setCellValueExplicit('B' . $row, (string)$adGroup->campaign_id, \PhpOffice\PhpSpreadsheet\Cell\DataType::TYPE_STRING);
            $sheet->setCellValue('B' . $row, $ad_groups_status[$adGroup->ad_group_status]);
            $sheet->setCellValue('C' . $row, $adGroup->ad_group_name);
            $sheet->setCellValue('D' . $row, $adGroup->campaign_name);
            $sheet->setCellValue('E' . $row, $adGroup->delivery);  // 直接设置 ad_name
            $sheet->setCellValue('F' . $row, $adGroup->results);
            $sheet->setCellValue('G' . $row, $adGroup->reach);
            $sheet->setCellValue('H' . $row, $adGroup->revenue);
            $sheet->setCellValue('I' . $row, $adGroup->roas);
            $sheet->setCellValue('J' . $row, $adGroup->be_roas);
            $sheet->setCellValue('K' . $row, $adGroup->profit);
            $sheet->setCellValue('L' . $row, $adGroup->spend);

//            $sheet->setCellValueExplicit('M' . $row, (string)$adGroup->customer_id, \PhpOffice\PhpSpreadsheet\Cell\DataType::TYPE_STRING);

            $row++;
        }


        // 自动调整所有列宽
        foreach (range('A', 'H') as $column) {
            $spreadsheet->getActiveSheet()->getColumnDimension($column)->setAutoSize(true);
        }


        // 设置 Excel 文件名
        $fileName = 'AdGroup_Report_' . $dateRange . '_' . date('Y-m-d_H-i-s') . '.xlsx';

        // 创建 Excel 文件并保存
        $writer   = new Xlsx($spreadsheet);
        $filePath = public_path() . '/' . $fileName;

        try {
            $writer->save($filePath);
            return response()->download($filePath, $fileName);
//            return ['success' => true, 'file_path' => $filePath];
        } catch (\Exception $e) {
            return ['' => false, 'message' => $e->getMessage()];
        }
    }


    /**
     * 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,
            'current_page' => 1,
            'last_page' => 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])) {
                    // 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

                    $assetSummaryData[$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'
                    }

                    // 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
                }
            }
        }

        // 5. 格式化输出数据
        // 生成最终输出的数据
        $resultData = [];
        $chat_data  = [];
        foreach ($assetSummaryData as $assetId => $data) {
            // 计算 ROAS
            $roas = $data['total_spend'] ? ($data['total_conversions_value'] / $data['total_spend']) * 100 : 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($roas, 2) . '%',
                'cpa' => '-',
                'cpc_link_click' => '-',
                'cpm' => '-',
                'cpc_all' => '-',
                'aov' => '-',
                'click_to_atc_ratio' => '-',
                'atc_to_purchase_ratio' => '-',
                'purchases' => '-',
                'first_frame_retention' => '-',
                'thumbstop' => '-',
                'ctr_outbound' => '-',
                'click_to_purchase' => '-',
                'ctr_all' => '-',
                'video_plays_25_rate' => '-',
                'video_plays_50_rate' => '-',
                'video_plays_75_rate' => '-',
                'video_plays_100_rate' => '-',
                'hold_rate' => '-',
                'total_conversions_value' => number_format($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'];

            }


        }

        // 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) * 100 : 0;
            // 格式化 ROAS 为百分比
            $chat_data[$month]['roas'] = number_format($chat_data[$month]['roas'], 2) . '%';
        }

        // 返回分页数据
        $resultDataPaginated = array_slice($resultData, ($page - 1) * $pageSize, $pageSize);

        return [
            'data' => $resultDataPaginated,
            'chat_1_data' => array_values($chat_data),  // 返回按月汇总的 chat_data
            'total' => count($resultData),
            'current_page' => (int)$page,
            'last_page' => ceil(count($resultData) / $pageSize),
        ];
    }

}