{ "tests": [ { "input": { "flightId": "FL-123", "routeId": "JFK-LAX", "daysToDepature": 5, "basePrice": 250, "availableSeats": 35, "totalSeats": 180, "demandForecast": 75, "avgCompetitorPrice": 275 }, "output": { "allFeatures": [ "standardSearch", "standardNavigation", "joinLoyaltyBanner", "standardOptions" ], "bookingFlowTemplate": "basic", "totalDiscountPercentage": 0 } } ], "nodes": [ { "type": "inputNode", "content": { "schema": "" }, "id": "input", "name": "request", "position": { "x": 110, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "dt-rule1", "deviceType": "'mobile'", "uiElements": "['compactSearch', 'simplifiedNavigation', 'touchFriendlyControls']", "layoutConfig": "{ 'type': 'compact', 'imageSize': 'small', 'showExtras': false }" }, { "_id": "dt-rule2", "deviceType": "'tablet'", "uiElements": "['touchFriendlyControls', 'mediumSearch', 'fullNavigation']", "layoutConfig": "{ 'type': 'medium', 'imageSize': 'medium', 'showExtras': true }" }, { "_id": "dt-rule3", "deviceType": "'desktop'", "uiElements": "['expandedSearch', 'fullNavigation', 'detailedFilters']", "layoutConfig": "{ 'type': 'full', 'imageSize': 'large', 'showExtras': true }" }, { "_id": "dt-rule4", "deviceType": "", "uiElements": "['standardSearch', 'standardNavigation']", "layoutConfig": "{ 'type': 'standard', 'imageSize': 'medium', 'showExtras': true }" } ], "inputs": [ { "id": "deviceType", "name": "Device Type", "field": "customer.deviceType" } ], "outputs": [ { "id": "uiElements", "name": "UI Elements", "field": "personalization.uiElements" }, { "id": "layoutConfig", "name": "Layout Configuration", "field": "personalization.layoutConfig" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single" }, "id": "deviceTypeTable", "name": "Device Type Personalization", "position": { "x": 430, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "ls-rule1", "loyaltyStatus": "'platinum'", "priority": "1", "showFeatures": "['priorityBooking', 'exclusiveDeals', 'conciergeService', 'upgradeOffers']", "discountPercentage": "15" }, { "_id": "ls-rule2", "loyaltyStatus": "'gold'", "priority": "2", "showFeatures": "['priorityBooking', 'memberDeals', 'upgradeOffers']", "discountPercentage": "10" }, { "_id": "ls-rule3", "loyaltyStatus": "'silver'", "priority": "3", "showFeatures": "['memberDeals', 'basicUpgrades']", "discountPercentage": "5" }, { "_id": "ls-rule4", "loyaltyStatus": "'none'", "priority": "4", "showFeatures": "['joinLoyaltyBanner', 'standardOptions']", "discountPercentage": "0" }, { "_id": "ls-rule5", "loyaltyStatus": "", "priority": "4", "showFeatures": "['joinLoyaltyBanner', 'standardOptions']", "discountPercentage": "0" } ], "inputs": [ { "id": "loyaltyStatus", "name": "Loyalty Status", "field": "customer.loyaltyStatus" } ], "outputs": [ { "id": "priority", "name": "Customer Priority", "field": "personalization.customerPriority" }, { "id": "showFeatures", "name": "Features to Show", "field": "personalization.loyaltyFeatures" }, { "id": "discountPercentage", "name": "Discount Percentage", "field": "personalization.baseDiscountPercentage" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single" }, "id": "loyaltyStatusTable", "name": "Loyalty Status Personalization", "position": { "x": 750, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "vs-rule1", "visitSource": "'email_campaign'", "showSpecialOffers": "true", "specialOffersType": "'emailPromotions'", "addDiscount": "2" }, { "_id": "vs-rule2", "visitSource": "'search_engine'", "showSpecialOffers": "true", "specialOffersType": "'searchSpecials'", "addDiscount": "0" }, { "_id": "vs-rule3", "visitSource": "'social_media'", "showSpecialOffers": "true", "specialOffersType": "'socialMediaDeals'", "addDiscount": "3" }, { "_id": "vs-rule4", "visitSource": "'partner_site'", "showSpecialOffers": "true", "specialOffersType": "'partnerOffers'", "addDiscount": "5" }, { "_id": "vs-rule5", "visitSource": "'direct'", "showSpecialOffers": "false", "specialOffersType": "'none'", "addDiscount": "0" }, { "_id": "vs-rule6", "visitSource": "", "showSpecialOffers": "false", "specialOffersType": "'standardOffers'", "addDiscount": "0" } ], "inputs": [ { "id": "visitSource", "name": "Visit Source", "field": "customer.visitSource" } ], "outputs": [ { "id": "showSpecialOffers", "name": "Show Special Offers", "field": "personalization.showSpecialOffers" }, { "id": "specialOffersType", "name": "Special Offers Type", "field": "personalization.specialOffersType" }, { "id": "addDiscount", "name": "Additional Discount", "field": "personalization.additionalDiscountPercentage" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single" }, "id": "visitSourceTable", "name": "Visit Source Personalization", "position": { "x": 1070, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "bh-rule1", "totalBookings": "> 10", "recentBookings": "> 2", "recommendationType": "'frequentTraveler'", "showRecentlyViewed": "true", "addDiscount": "3" }, { "_id": "bh-rule2", "totalBookings": "> 5", "recentBookings": "> 1", "recommendationType": "'regularCustomer'", "showRecentlyViewed": "true", "addDiscount": "2" }, { "_id": "bh-rule3", "totalBookings": "> 0", "recentBookings": "== 0", "recommendationType": "'returningCustomer'", "showRecentlyViewed": "false", "addDiscount": "1" }, { "_id": "bh-rule4", "totalBookings": "== 0", "recentBookings": "== 0", "recommendationType": "'newCustomer'", "showRecentlyViewed": "false", "addDiscount": "0" }, { "_id": "bh-rule5", "totalBookings": "", "recentBookings": "", "recommendationType": "'standard'", "showRecentlyViewed": "false", "addDiscount": "0" } ], "inputs": [ { "id": "totalBookings", "name": "Total Bookings", "field": "customer.bookingHistory.totalBookings" }, { "id": "recentBookings", "name": "Recent Bookings (Last 90 Days)", "field": "customer.bookingHistory.recentBookings" } ], "outputs": [ { "id": "recommendationType", "name": "Recommendation Type", "field": "personalization.recommendationType" }, { "id": "showRecentlyViewed", "name": "Show Recently Viewed", "field": "personalization.showRecentlyViewed" }, { "id": "addDiscount", "name": "History Discount", "field": "personalization.historyDiscountPercentage" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single" }, "id": "bookingHistoryTable", "name": "Booking History Personalization", "position": { "x": 1390, "y": 114 } }, { "type": "decisionTableNode", "content": { "hitPolicy": "first", "rules": [ { "_id": "ps-rule1", "totalBookingsCheck": "> 0", "loyaltyPriority": "1", "visitSourceCheck": "'social_media', 'partner_site'", "personalizationScore": "65" }, { "_id": "ps-rule2", "totalBookingsCheck": "> 0", "loyaltyPriority": "1", "visitSourceCheck": "", "personalizationScore": "50" }, { "_id": "ps-rule3", "totalBookingsCheck": "> 0", "loyaltyPriority": "2", "visitSourceCheck": "'social_media', 'partner_site'", "personalizationScore": "55" }, { "_id": "ps-rule4", "totalBookingsCheck": "> 0", "loyaltyPriority": "2", "visitSourceCheck": "", "personalizationScore": "40" }, { "_id": "ps-rule5", "totalBookingsCheck": "> 0", "loyaltyPriority": "3", "visitSourceCheck": "'social_media', 'partner_site'", "personalizationScore": "45" }, { "_id": "ps-rule6", "totalBookingsCheck": "> 0", "loyaltyPriority": "3", "visitSourceCheck": "", "personalizationScore": "30" }, { "_id": "ps-rule7", "totalBookingsCheck": "> 0", "loyaltyPriority": "", "visitSourceCheck": "'social_media', 'partner_site'", "personalizationScore": "35" }, { "_id": "ps-rule8", "totalBookingsCheck": "> 0", "loyaltyPriority": "", "visitSourceCheck": "", "personalizationScore": "20" }, { "_id": "ps-rule9", "totalBookingsCheck": "0", "loyaltyPriority": "1", "visitSourceCheck": "", "personalizationScore": "30" }, { "_id": "ps-rule10", "totalBookingsCheck": "0", "loyaltyPriority": "2", "visitSourceCheck": "", "personalizationScore": "20" }, { "_id": "ps-rule11", "totalBookingsCheck": "0", "loyaltyPriority": "3", "visitSourceCheck": "", "personalizationScore": "10" }, { "_id": "ps-rule12", "totalBookingsCheck": "0", "loyaltyPriority": "", "visitSourceCheck": "'social_media', 'partner_site'", "personalizationScore": "15" }, { "_id": "ps-rule13", "totalBookingsCheck": "", "loyaltyPriority": "", "visitSourceCheck": "", "personalizationScore": "5" } ], "inputs": [ { "id": "totalBookingsCheck", "name": "Has Previous Bookings", "field": "customer.bookingHistory.totalBookings" }, { "id": "loyaltyPriority", "name": "Loyalty Priority", "field": "personalization.customerPriority" }, { "id": "visitSourceCheck", "name": "Visit Source", "field": "customer.visitSource" } ], "outputs": [ { "id": "personalizationScore", "name": "Personalization Score", "field": "personalization.personalizationScore" } ], "passThrough": true, "inputField": null, "outputPath": null, "executionMode": "single", "passThorough": false }, "id": "personalizationScoreTable", "name": "Calculate Personalization Score", "position": { "x": 1710, "y": 114 } }, { "type": "expressionNode", "content": { "expressions": [ { "id": "expr1", "key": "totalDiscountPercentage", "value": "number(personalization.baseDiscountPercentage) + number(personalization.additionalDiscountPercentage) + number(personalization.historyDiscountPercentage)" }, { "id": "expr2", "key": "bookingFlowTemplate", "value": "personalization.personalizationScore > 50 ? 'premium' : personalization.personalizationScore > 30 ? 'enhanced' : personalization.personalizationScore > 10 ? 'standard' : 'basic'" }, { "id": "expr3", "key": "allFeatures", "value": "flatten([personalization.uiElements, personalization.loyaltyFeatures])" } ], "passThrough": false, "inputField": null, "outputPath": null, "executionMode": "single" }, "id": "finalPersonalization", "name": "Calculate Final Personalization", "position": { "x": 2030, "y": 114 } } ], "edges": [ { "id": "edge1", "sourceId": "input", "targetId": "deviceTypeTable", "type": "edge" }, { "id": "edge2", "sourceId": "deviceTypeTable", "targetId": "loyaltyStatusTable", "type": "edge" }, { "id": "edge3", "sourceId": "loyaltyStatusTable", "targetId": "visitSourceTable", "type": "edge" }, { "id": "edge4", "sourceId": "visitSourceTable", "targetId": "bookingHistoryTable", "type": "edge" }, { "id": "edge5", "sourceId": "bookingHistoryTable", "targetId": "personalizationScoreTable", "type": "edge" }, { "id": "edge6", "sourceId": "personalizationScoreTable", "targetId": "finalPersonalization", "type": "edge" } ] }