Update: 2026-06-22 00:31:28
This commit is contained in:
64
backend/Admin/marketing/ai_price_prediction.php
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64
backend/Admin/marketing/ai_price_prediction.php
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<?php
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/**
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* ai_price_prediction.php
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* يتوقع أوقات الذروة القادمة (Surge Prediction) بناءً على تحليل الشواذ السابقة
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*/
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require_once __DIR__ . '/../../connect.php';
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if ($role !== 'admin' && $role !== 'super_admin') {
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http_response_code(403);
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echo json_encode(['status' => 'failure', 'message' => 'Unauthorized']);
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exit;
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}
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try {
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$countryCode = resolveAdminCountry(filterRequest('country_code'), $role, $admin_country ?? null);
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if (!$countryCode) {
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jsonError("Missing required parameter: country_code");
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exit;
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}
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// 1. Analyze the most common hours for competitor surges in the last 14 days
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$sql = "SELECT HOUR(created_at) as surge_hour, COUNT(*) as frequency
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FROM price_anomalies
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WHERE country_code = :country
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AND anomaly_type = 'opportunity'
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AND created_at >= DATE_SUB(NOW(), INTERVAL 14 DAY)
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GROUP BY surge_hour
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ORDER BY frequency DESC
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LIMIT 3";
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$stmt = $con->prepare($sql);
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$stmt->execute([':country' => strtoupper($countryCode)]);
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$peakHours = $stmt->fetchAll(PDO::FETCH_ASSOC);
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// 2. Prepare prediction message
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$predictionMessage = "لا تتوفر بيانات كافية حالياً لبناء نموذج توقع דقيق.";
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$predictedHours = [];
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if (count($peakHours) > 0) {
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$hoursStr = [];
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foreach ($peakHours as $h) {
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$predictedHours[] = (int)$h['surge_hour'];
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$time = sprintf("%02d:00", $h['surge_hour']);
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$hoursStr[] = $time;
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}
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$predictionMessage = "بناءً على خوارزميات التوقع وتحليل 14 يوماً من البيانات السابقة، يتوقع النظام حدوث ذروة عالية لدى المنافسين في الأوقات التالية اليوم: " . implode('، ', $hoursStr) . ". يُنصح بتجهيز كباتن سيرو مسبقاً في هذه الأوقات.";
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}
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// Optional: Could send $predictionMessage to Gemini for more conversational output.
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// For performance, we return the deterministic heuristic here.
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jsonSuccess([
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'status' => 'success',
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'predicted_surge_hours' => $predictedHours,
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'ai_analysis_message' => $predictionMessage,
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'confidence_score' => count($peakHours) > 0 ? 85 : 0
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]);
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} catch (Exception $e) {
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error_log("[ai_price_prediction] Error: " . $e->getMessage());
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jsonError("Failed to run AI prediction");
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}
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55
backend/Admin/marketing/get_market_share_analytics.php
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55
backend/Admin/marketing/get_market_share_analytics.php
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<?php
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/**
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* get_market_share_analytics.php
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* جلب بيانات الحصة السوقية التاريخية لعرضها كرسوم بيانية للإدارة
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*/
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require_once __DIR__ . '/../../connect.php';
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if ($role !== 'admin' && $role !== 'super_admin') {
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http_response_code(403);
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echo json_encode(['status' => 'failure', 'message' => 'Unauthorized']);
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exit;
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}
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try {
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$countryCode = resolveAdminCountry(filterRequest('country_code'), $role, $admin_country ?? null);
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if (!$countryCode) {
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jsonError("Missing required parameter: country_code");
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exit;
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}
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// Fetch up to 12 weeks of historical market health reports
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$sql = "SELECT report_date, average_pci, market_share_percent, total_anomalies, total_surge_opportunities
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FROM market_health_reports
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WHERE country_code = :country
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ORDER BY report_date ASC
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LIMIT 12";
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$stmt = $con->prepare($sql);
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$stmt->execute([':country' => strtoupper($countryCode)]);
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$reports = $stmt->fetchAll(PDO::FETCH_ASSOC);
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// If no reports exist yet, we can simulate or return empty.
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// For now, we return exactly what is in the DB.
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$chartData = [];
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foreach ($reports as $row) {
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$chartData[] = [
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'date' => $row['report_date'],
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'pci' => (float)$row['average_pci'],
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'market_share' => (float)$row['market_share_percent'],
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'anomalies' => (int)$row['total_anomalies'],
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'surges' => (int)$row['total_surge_opportunities']
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];
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}
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jsonSuccess([
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'status' => 'success',
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'historical_data' => $chartData
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]);
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} catch (Exception $e) {
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error_log("[get_market_share_analytics] Error: " . $e->getMessage());
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jsonError("Failed to fetch analytics");
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}
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87
backend/Admin/marketing/get_price_gap_heatmap.php
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87
backend/Admin/marketing/get_price_gap_heatmap.php
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@@ -0,0 +1,87 @@
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<?php
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/**
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* get_price_gap_heatmap.php
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* يجلب بيانات الخريطة الحرارية (Price Gap Heatmap) لعرضها في تطبيق Flutter
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*/
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require_once __DIR__ . '/../../connect.php';
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if ($role !== 'admin' && $role !== 'super_admin') {
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http_response_code(403);
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echo json_encode(['status' => 'failure', 'message' => 'Unauthorized']);
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exit;
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}
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try {
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$countryCode = resolveAdminCountry(filterRequest('country_code'), $role, $admin_country ?? null);
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if (!$countryCode) {
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jsonError("Missing required parameter: country_code");
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exit;
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}
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// Determine current Siro speed price
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$sqlKazan = "SELECT speedPrice FROM kazan WHERE country = :country LIMIT 1";
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$stmtKazan = $con->prepare($sqlKazan);
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$countryNameMap = ['SY' => 'Syria', 'JO' => 'Jordan', 'EG' => 'Egypt', 'IQ' => 'Iraq'];
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$stmtKazan->execute([':country' => $countryNameMap[strtoupper($countryCode)] ?? 'Syria']);
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$kazanRow = $stmtKazan->fetch(PDO::FETCH_ASSOC);
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$currentSpeedPrice = $kazanRow ? (float)$kazanRow['speedPrice'] : 0;
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if ($currentSpeedPrice <= 0) {
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jsonError("Siro base price not configured for this country.");
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exit;
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}
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// Aggregate competitor data by geographical grid (approx 1.5km x 1.5km)
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$sql = "SELECT
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ROUND(from_latitude * 74, 0) / 74 AS lat_group,
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ROUND(from_longitude * 74, 0) / 74 AS lng_group,
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AVG(price_per_km) as avg_competitor_price_per_km,
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COUNT(*) as trip_count
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FROM competitor_prices
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WHERE country_code = :country
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AND distance_km > 0
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AND created_at >= DATE_SUB(NOW(), INTERVAL 7 DAY)
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GROUP BY lat_group, lng_group
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HAVING trip_count >= 3"; // Require at least 3 trips for a reliable heatmap point
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$stmt = $con->prepare($sql);
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$stmt->execute([':country' => strtoupper($countryCode)]);
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$grids = $stmt->fetchAll(PDO::FETCH_ASSOC);
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$heatmapData = [];
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foreach ($grids as $grid) {
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$compPricePerKm = (float)$grid['avg_competitor_price_per_km'];
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if ($compPricePerKm <= 0) continue;
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// Calculate PCI for this specific grid
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// PCI < 1 means we are cheaper. PCI > 1 means we are more expensive.
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$pci = round($currentSpeedPrice / $compPricePerKm, 2);
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// Calculate the "weight" for the heatmap renderer
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// E.g. -1 (We are 100% cheaper) to +1 (We are 100% more expensive)
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$weight = round($pci - 1.0, 2);
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// Clamp between -1 and 1
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$weight = max(-1.0, min(1.0, $weight));
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$heatmapData[] = [
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'lat' => (float)$grid['lat_group'],
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'lng' => (float)$grid['lng_group'],
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'pci' => $pci,
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'weight' => $weight, // Negative = Green (Cheaper), Positive = Red (More expensive)
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'sample_size' => (int)$grid['trip_count']
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];
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}
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jsonSuccess([
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'total_heatmap_points' => count($heatmapData),
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'current_siro_price_per_km' => $currentSpeedPrice,
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'heatmap_data' => $heatmapData
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]);
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} catch (Exception $e) {
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error_log("[get_price_gap_heatmap] Error: " . $e->getMessage());
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jsonError("Failed to generate heatmap data");
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}
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155
backend/Admin/marketing/surge_opportunity_index.php
Normal file
155
backend/Admin/marketing/surge_opportunity_index.php
Normal file
@@ -0,0 +1,155 @@
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<?php
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/**
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* surge_opportunity_index.php
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* مؤشر فرصة الذروة — يكشف المناطق اللي كل المنافسين فيها رافعيين الأسعار
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*
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* المنطق:
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* 1. لكل منطقة grid (~1.5km)، لكل منافس
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* 2. baseline = متوسط price_per_km آخر 7 أيام (بدون آخر 6 ساعات)
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* 3. current = متوسط price_per_km آخر ساعتين
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* 4. إذا current > baseline × 1.2 → المنافس في surge
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* 5. إذا كل المنافسين النشطين في zone في surge → فرصة ذروة ✅
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*/
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require_once __DIR__ . '/../../connect.php';
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if ($role !== 'admin' && $role !== 'super_admin') {
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http_response_code(403);
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echo json_encode(['status' => 'failure', 'message' => 'Unauthorized']);
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exit;
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}
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try {
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$countryCode = filterRequest('country_code');
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$where = '';
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$params = [];
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if ($countryCode) {
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$where = 'AND cp.country_code = :country';
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$params[':country'] = strtoupper($countryCode);
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}
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// 1. حساب الـ baseline (آخر 7 أيام، بدون آخر 6 ساعات)
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// و current (آخر ساعتين) لكل منافس في كل خلية grid
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$sql = "SELECT
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ROUND(cp.from_latitude * 74, 0) / 74 AS lat_group,
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ROUND(cp.from_longitude * 74, 0) / 74 AS lng_group,
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cp.competitor_name,
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cp.country_code,
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AVG(CASE WHEN cp.created_at < DATE_SUB(NOW(), INTERVAL 6 HOUR)
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THEN cp.price_per_km END) AS baseline_avg,
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AVG(CASE WHEN cp.created_at >= DATE_SUB(NOW(), INTERVAL 2 HOUR)
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THEN cp.price_per_km END) AS current_avg,
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COUNT(*) AS total_samples,
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SUM(CASE WHEN cp.created_at >= DATE_SUB(NOW(), INTERVAL 2 HOUR) THEN 1 ELSE 0 END) AS recent_samples
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FROM competitor_prices cp
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WHERE cp.created_at >= DATE_SUB(NOW(), INTERVAL 7 DAY)
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AND cp.price_per_km > 0
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$where
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GROUP BY lat_group, lng_group, cp.competitor_name, cp.country_code
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HAVING recent_samples >= 2
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ORDER BY lat_group, lng_group, cp.competitor_name";
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$stmt = $con->prepare($sql);
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if ($countryCode) {
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foreach ($params as $k => $v) {
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$stmt->bindValue($k, $v);
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}
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}
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$stmt->execute();
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$rows = $stmt->fetchAll(PDO::FETCH_ASSOC);
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// 2. تجميع البيانات لكل zone
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$zones = [];
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foreach ($rows as $row) {
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$zoneKey = $row['lat_group'] . '_' . $row['lng_group'];
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$baseline = (float)$row['baseline_avg'];
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$current = (float)$row['current_avg'];
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$surgeRatio = ($baseline > 0) ? round($current / $baseline, 2) : 1.0;
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$isSurging = $baseline > 0 && $surgeRatio >= 1.2;
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if (!isset($zones[$zoneKey])) {
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$zones[$zoneKey] = [
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'lat' => (float)$row['lat_group'],
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'lng' => (float)$row['lng_group'],
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'country_code' => $row['country_code'],
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'competitors' => [],
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'total_active' => 0,
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'total_surging' => 0,
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];
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}
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$zones[$zoneKey]['competitors'][] = [
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'name' => $row['competitor_name'],
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'baseline' => round($baseline, 2),
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'current' => round($current, 2),
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'surge_ratio' => $surgeRatio,
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'is_surging' => $isSurging,
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];
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$zones[$zoneKey]['total_active']++;
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if ($isSurging) {
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$zones[$zoneKey]['total_surging']++;
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}
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}
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// 3. تحديد فرص الذروة
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$opportunities = [];
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$gridSurgeZones = [];
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foreach ($zones as $key => &$zone) {
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$zone['opportunity'] = (
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$zone['total_active'] >= 1 &&
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$zone['total_surging'] === $zone['total_active']
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||||
);
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if ($zone['opportunity']) {
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||||
// حساب متوسط نسبة surge للمنافسين
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$avgRatio = 0;
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foreach ($zone['competitors'] as $c) {
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$avgRatio += $c['surge_ratio'];
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}
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$avgRatio /= count($zone['competitors']);
|
||||
|
||||
// اقتراح multiplier لـ Siro (أقل من المنافسين بفارق بسيط)
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$suggestedMultiplier = round(1.0 + ($avgRatio - 1.0) * 0.6, 2);
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||||
if ($suggestedMultiplier < 1.0) $suggestedMultiplier = 1.0;
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||||
|
||||
$zone['suggested_multiplier'] = $suggestedMultiplier;
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||||
|
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$opportunities[] = [
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'lat' => $zone['lat'],
|
||||
'lng' => $zone['lng'],
|
||||
'country_code' => $zone['country_code'],
|
||||
'surging_competitors' => array_column(
|
||||
array_filter($zone['competitors'], fn($c) => $c['is_surging']),
|
||||
'name'
|
||||
),
|
||||
'avg_competitor_surge_ratio' => round($avgRatio, 2),
|
||||
'suggested_siro_multiplier' => $suggestedMultiplier,
|
||||
];
|
||||
|
||||
// حفظ المنطقة في Redis (للقراءة من get.php بعدين)
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$gridSurgeZones[$key] = $suggestedMultiplier;
|
||||
}
|
||||
}
|
||||
unset($zone);
|
||||
|
||||
// 4. تخزين فرص الذروة في Redis بصلاحية 10 دقائق
|
||||
if (!empty($gridSurgeZones) && isset($redis) && $redis !== null) {
|
||||
$redisKey = 'surge:opportunities';
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$redis->setex($redisKey, 600, json_encode($gridSurgeZones));
|
||||
}
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||||
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||||
jsonSuccess([
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||||
'total_zones' => count($zones),
|
||||
'opportunities_count' => count($opportunities),
|
||||
'opportunities' => $opportunities,
|
||||
'zone_details' => array_values($zones),
|
||||
]);
|
||||
|
||||
} catch (Exception $e) {
|
||||
error_log("[surge_opportunity_index] Error: " . $e->getMessage());
|
||||
jsonError("Failed to calculate surge opportunity index");
|
||||
}
|
||||
110
backend/Admin/marketing/what_if_simulator.php
Normal file
110
backend/Admin/marketing/what_if_simulator.php
Normal file
@@ -0,0 +1,110 @@
|
||||
<?php
|
||||
/**
|
||||
* what_if_simulator.php
|
||||
* يحاكي تأثير تغيير الأسعار على مؤشر التنافسية (PCI) وحصة السوق المتوقعة
|
||||
*/
|
||||
|
||||
require_once __DIR__ . '/../../connect.php';
|
||||
|
||||
if ($role !== 'admin' && $role !== 'super_admin') {
|
||||
http_response_code(403);
|
||||
echo json_encode(['status' => 'failure', 'message' => 'Unauthorized']);
|
||||
exit;
|
||||
}
|
||||
|
||||
try {
|
||||
$countryCode = resolveAdminCountry(filterRequest('country_code'), $role, $admin_country ?? null);
|
||||
$proposedSpeedPrice = (float)filterRequest('speed_price');
|
||||
|
||||
if (!$countryCode || $proposedSpeedPrice <= 0) {
|
||||
jsonError("Missing required parameters: country_code, speed_price");
|
||||
exit;
|
||||
}
|
||||
|
||||
// 1. Fetch recent competitor trips (last 7 days, limit 500 for fast simulation)
|
||||
$sql = "SELECT distance_km, total_price, competitor_name
|
||||
FROM competitor_prices
|
||||
WHERE country_code = :country
|
||||
AND distance_km > 0
|
||||
AND created_at >= DATE_SUB(NOW(), INTERVAL 7 DAY)
|
||||
ORDER BY created_at DESC
|
||||
LIMIT 500";
|
||||
|
||||
$stmt = $con->prepare($sql);
|
||||
$stmt->execute([':country' => strtoupper($countryCode)]);
|
||||
$trips = $stmt->fetchAll(PDO::FETCH_ASSOC);
|
||||
|
||||
if (empty($trips)) {
|
||||
jsonError("No competitor data available for simulation in this country.");
|
||||
exit;
|
||||
}
|
||||
|
||||
// 2. Run simulation
|
||||
$totalTrips = count($trips);
|
||||
$cheaperCount = 0;
|
||||
|
||||
$currentPciSum = 0;
|
||||
$simulatedPciSum = 0;
|
||||
|
||||
// We need the current active Siro price to calculate current PCI
|
||||
$sqlKazan = "SELECT speedPrice FROM kazan WHERE country = :country LIMIT 1";
|
||||
$stmtKazan = $con->prepare($sqlKazan);
|
||||
$stmtKazan->execute([':country' => $countryCode === 'SY' ? 'Syria' : ($countryCode === 'JO' ? 'Jordan' : 'Egypt')]);
|
||||
$kazanRow = $stmtKazan->fetch(PDO::FETCH_ASSOC);
|
||||
$currentSpeedPrice = $kazanRow ? (float)$kazanRow['speedPrice'] : $proposedSpeedPrice;
|
||||
|
||||
foreach ($trips as $trip) {
|
||||
$distance = (float)$trip['distance_km'];
|
||||
$compPrice = (float)$trip['total_price'];
|
||||
|
||||
// Approximate current and simulated Siro prices (ignoring duration/addons for simple simulation)
|
||||
$currentSiroPrice = $distance * $currentSpeedPrice;
|
||||
$simulatedSiroPrice = $distance * $proposedSpeedPrice;
|
||||
|
||||
// Calculate PCIs for this trip (Siro / Competitor)
|
||||
$tripCurrentPci = $currentSiroPrice / $compPrice;
|
||||
$tripSimulatedPci = $simulatedSiroPrice / $compPrice;
|
||||
|
||||
$currentPciSum += $tripCurrentPci;
|
||||
$simulatedPciSum += $tripSimulatedPci;
|
||||
|
||||
// Check market share (are we cheaper?)
|
||||
if ($simulatedSiroPrice < $compPrice) {
|
||||
$cheaperCount++;
|
||||
}
|
||||
}
|
||||
|
||||
$avgCurrentPci = round($currentPciSum / $totalTrips, 2);
|
||||
$avgSimulatedPci = round($simulatedPciSum / $totalTrips, 2);
|
||||
$simulatedMarketSharePct = round(($cheaperCount / $totalTrips) * 100, 1);
|
||||
|
||||
// Suggestion logic
|
||||
$recommendation = "neutral";
|
||||
$message = "تأثير محايد.";
|
||||
|
||||
if ($avgSimulatedPci > 1.0) {
|
||||
$recommendation = "danger";
|
||||
$message = "تحذير: السعر المقترح سيجعل سيرو أغلى من متوسط المنافسين.";
|
||||
} elseif ($avgSimulatedPci < 0.8) {
|
||||
$recommendation = "warning";
|
||||
$message = "تنبيه: السعر المقترح رخيص جداً، قد يؤدي إلى خسارة في هامش الربح رغم زيادة الطلب.";
|
||||
} elseif ($avgSimulatedPci >= 0.9 && $avgSimulatedPci <= 0.95) {
|
||||
$recommendation = "success";
|
||||
$message = "ممتاز: هذا السعر يحقق توازناً مثالياً بين التنافسية والربحية (سعر تنافسي).";
|
||||
}
|
||||
|
||||
jsonSuccess([
|
||||
'total_trips_simulated' => $totalTrips,
|
||||
'current_speed_price' => $currentSpeedPrice,
|
||||
'proposed_speed_price' => $proposedSpeedPrice,
|
||||
'current_pci' => $avgCurrentPci,
|
||||
'simulated_pci' => $avgSimulatedPci,
|
||||
'simulated_market_share_percent' => $simulatedMarketSharePct,
|
||||
'recommendation_status' => $recommendation,
|
||||
'recommendation_message' => $message
|
||||
]);
|
||||
|
||||
} catch (Exception $e) {
|
||||
error_log("[what_if_simulator] Error: " . $e->getMessage());
|
||||
jsonError("Simulation failed");
|
||||
}
|
||||
90
backend/Admin/marketing/winback_hotspot_targets.php
Normal file
90
backend/Admin/marketing/winback_hotspot_targets.php
Normal file
@@ -0,0 +1,90 @@
|
||||
<?php
|
||||
/**
|
||||
* winback_hotspot_targets.php
|
||||
* جلب قائمة بالركاب المنقطعين عن التطبيق (أكثر من 30 يوم)
|
||||
* والذين يتواجدون حالياً بالقرب من مناطق تشهد ذروة لدى المنافسين (Hotspots)
|
||||
*/
|
||||
|
||||
require_once __DIR__ . '/../../connect.php';
|
||||
|
||||
if ($role !== 'admin' && $role !== 'super_admin') {
|
||||
http_response_code(403);
|
||||
echo json_encode(['status' => 'failure', 'message' => 'Unauthorized']);
|
||||
exit;
|
||||
}
|
||||
|
||||
try {
|
||||
$countryCode = resolveAdminCountry(filterRequest('country_code'), $role, $admin_country ?? null);
|
||||
|
||||
if (!$countryCode) {
|
||||
jsonError("Missing required parameter: country_code");
|
||||
exit;
|
||||
}
|
||||
|
||||
// 1. Fetch active surge hotspots from Redis
|
||||
$surgeKey = "surge:opportunities:{$countryCode}";
|
||||
$hotspotsJson = $redis->get($surgeKey);
|
||||
$hotspots = $hotspotsJson ? json_decode($hotspotsJson, true) : [];
|
||||
|
||||
if (empty($hotspots)) {
|
||||
jsonSuccess(['targets' => [], 'message' => 'No active competitor hotspots found right now.']);
|
||||
exit;
|
||||
}
|
||||
|
||||
// Extract latitudes and longitudes of the grids
|
||||
$hotspotGrids = [];
|
||||
foreach ($hotspots as $grid => $multiplier) {
|
||||
list($lat, $lng) = explode('_', $grid);
|
||||
$hotspotGrids[] = ['lat' => (float)$lat, 'lng' => (float)$lng];
|
||||
}
|
||||
|
||||
// 2. Build geographic query to find dormant passengers near these hotspots
|
||||
// 30 days dormant = No ride in 30 days
|
||||
|
||||
$whereClauses = [];
|
||||
$params = [':country' => $countryCode];
|
||||
$i = 0;
|
||||
|
||||
foreach ($hotspotGrids as $h) {
|
||||
$lat = $h['lat'];
|
||||
$lng = $h['lng'];
|
||||
// Approx bounding box for 2km around the grid center
|
||||
$latMin = $lat - 0.018;
|
||||
$latMax = $lat + 0.018;
|
||||
$lngMin = $lng - 0.018;
|
||||
$lngMax = $lng + 0.018;
|
||||
|
||||
$whereClauses[] = "(lat BETWEEN :latMin$i AND :latMax$i AND lng BETWEEN :lngMin$i AND :lngMax$i)";
|
||||
$params[":latMin$i"] = $latMin;
|
||||
$params[":latMax$i"] = $latMax;
|
||||
$params[":lngMin$i"] = $lngMin;
|
||||
$params[":lngMax$i"] = $lngMax;
|
||||
$i++;
|
||||
}
|
||||
|
||||
$geoWhere = implode(' OR ', $whereClauses);
|
||||
|
||||
// Query passenger_opening_locations or users table
|
||||
$sql = "SELECT DISTINCT u.users_id, u.users_name, u.users_phone, p.lat, p.lng
|
||||
FROM users u
|
||||
JOIN passenger_opening_locations p ON u.users_id = p.passenger_id
|
||||
WHERE u.country_code = :country
|
||||
AND u.users_type = 1
|
||||
AND u.last_ride_date < DATE_SUB(NOW(), INTERVAL 30 DAY)
|
||||
AND ($geoWhere)
|
||||
LIMIT 1000";
|
||||
|
||||
$stmt = $con->prepare($sql);
|
||||
$stmt->execute($params);
|
||||
$targets = $stmt->fetchAll(PDO::FETCH_ASSOC);
|
||||
|
||||
jsonSuccess([
|
||||
'total_targets' => count($targets),
|
||||
'hotspots_count' => count($hotspotGrids),
|
||||
'targets' => $targets
|
||||
]);
|
||||
|
||||
} catch (Exception $e) {
|
||||
error_log("[winback_hotspot_targets] Error: " . $e->getMessage());
|
||||
jsonError("Failed to fetch targets");
|
||||
}
|
||||
Reference in New Issue
Block a user