Access Nested Array with Pug - express

I have the following that is being pulled froma MongoDB and I'm trying to display the "url" and "applications" in pug the data from url is displaying correctly but I'm having trouble accessing the data from "applications"
{
"_id" : ObjectId("5975cdfeb39f71f2fcc2a09d"),
"url" : "http://www.opencolleges.edu.au",
"applications" : [
{
"name" : "AppNexus",
"confidence" : "100",
"version" : "",
"icon" : "AppNexus.svg",
"website" : "http://appnexus.com",
"categories" : [
"Advertising Networks"
]
},
{
"name" : "CloudFlare",
"confidence" : "100",
"version" : "",
"icon" : "CloudFlare.svg",
"website" : "http://www.cloudflare.com",
"categories" : [
"CDN"
]
},
{
"name" : "Crazy Egg",
"confidence" : "100",
"version" : "",
"icon" : "Crazy Egg.png",
"website" : "http://crazyegg.com",
"categories" : [
"Analytics"
]
},
{
"name" : "Google AdSense",
"confidence" : "100",
"version" : "",
"icon" : "Google AdSense.svg",
"website" : "http://google.com/adsense",
"categories" : [
"Advertising Networks"
]
},
{
"name" : "Google Analytics",
"confidence" : "100",
"version" : "UA",
"icon" : "Google Analytics.svg",
"website" : "http://google.com/analytics",
"categories" : [
"Analytics"
]
},
{
"name" : "Google Font API",
"confidence" : "100",
"version" : "",
"icon" : "Google Font API.png",
"website" : "http://google.com/fonts",
"categories" : [
"Font Scripts"
]
},
{
"name" : "Google Tag Manager",
"confidence" : "100",
"version" : "",
"icon" : "Google Tag Manager.png",
"website" : "http://www.google.com/tagmanager",
"categories" : [
"Tag Managers"
]
},
{
"name" : "New Relic",
"confidence" : "100",
"version" : "",
"icon" : "New Relic.png",
"website" : "http://newrelic.com",
"categories" : [
"Analytics"
]
},
{
"name" : "Nginx",
"confidence" : "100",
"version" : "",
"icon" : "Nginx.svg",
"website" : "http://nginx.org/en",
"categories" : [
"Web Servers"
]
},
{
"name" : "Optimizely",
"confidence" : "100",
"version" : "",
"icon" : "Optimizely.png",
"website" : "http://optimizely.com",
"categories" : [
"Analytics"
]
},
{
"name" : "Sizmek",
"confidence" : "100",
"version" : "",
"icon" : "Sizmek.png",
"website" : "http://sizmek.com",
"categories" : [
"Advertising Networks"
]
},
{
"name" : "Twitter Bootstrap",
"confidence" : "100",
"version" : "",
"icon" : "Twitter Bootstrap.png",
"website" : "http://getbootstrap.com",
"categories" : [
"Web Frameworks"
]
},
{
"name" : "VideoJS",
"confidence" : "100",
"version" : "",
"icon" : "VideoJS.png",
"website" : "http://videojs.com",
"categories" : [
"Video Players"
]
},
{
"name" : "jQuery",
"confidence" : "100",
"version" : "",
"icon" : "jQuery.svg",
"website" : "http://jquery.com",
"categories" : [
"JavaScript Frameworks"
]
}
],
"originalUrl" : "http://www.opencolleges.edu.au",
"updatedAt" : ISODate("2017-07-26T23:23:19.756Z"),
"__v" : 0,
"createdAt" : ISODate("2017-07-24T10:37:50.247Z")
}
In the .pug file I use:
ul.list-group
each tech, i in techs
li.list-group-item
h5 #{tech.originalUrl}
h5 #{tech.applications.name}
However the result for tech.applications.name returns null value and when I use tech.applications it returns [Object, Object] is it possible to access this using PUG?

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In cloudwatch how to group by key inside a nested json?

For example
[{
"date" : "xx",
"user" : "user1",
"hostname" : "hostname1",
"ostype" : "os1",
"package" : {
"smplepackage" : "v3",
"package2" : "v2",
"package3" : "v5",
"package6" : "v10",
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}
},
{
"date" : "xx",
"user" : "user2",
"hostname" : "hostname2",
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"package" : {
"smplepackage" : "v1",
"dx-package2" : "v2",
"package4" : "v3",
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"package8" : "v5",
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}
}
]
How can I get the user's count group by package in cloudwatch? I Could not find related examples to group by keys inside nested json.

BQ load job failing when trying to create table from AVRO file

I am trying to create a BQ Table from AVRO file. I am getting this error when i run the BQ load job:
"Error while reading data, error message: The Apache Avro library
failed to parse the header with the following error: Unexpected type
for default value. Expected long, but found null: null"
The Schema of the AVRO file is:
{
"type" : "record",
"name" : "Pair",
"namespace" : "org.apache.avro.mapred",
"fields" : [ {
"name" : "key",
"type" : "int",
"doc" : ""
}, {
"name" : "value",
"type" : {
"type" : "record",
"name" : "CustomerInventoryOrderItems",
"namespace" : "com.test.customer.order",
"fields" : [ {
"name" : "updated_at",
"type" : "long"
}, {
"name" : "inventory_order_items",
"type" : {
"type" : "map",
"values" : {
"type" : "array",
"items" : {
"type" : "record",
"name" : "CustomerInventoryOrderItem",
"fields" : [ {
"name" : "order_item_id",
"type" : "int",
"default" : null
}, {
"name" : "updated_at",
"type" : "long"
}, {
"name" : "created_at",
"type" : "long"
}, {
"name" : "product_id",
"type" : [ "null", "int" ],
"default" : null
}, {
"name" : "type_id",
"type" : "int",
"default" : null
}, {
"name" : "event_id",
"type" : [ "null", "int" ],
"default" : null
}, {
"name" : "price",
"type" : [ "null", "double" ],
"default" : null
}, {
"name" : "tags",
"type" : [ "null", "string" ],
"default" : null
}, {
"name" : "estimated_ship_date",
"type" : [ "null", "long" ],
"default" : null
} ]
}
}
}
} ]
},
"doc" : "",
"order" : "ignore"
} ]
}
I am not sure what is wrong with the schema or anything else, because of which I am unable to load the data.
The problem is most likely the fields that have type int but you have null as the default value. For example:
"name" : "type_id",
"type" : "int",
"default" : null
The default should either be changed to be an integer or the type should be changed to be a union that includes null (like many of the other fields).

How to guarantee air price quote after PNR creation on Sabre API?

I'm trying to create a PNR with "Time to think/Fare lock" option offered by airlines like AF, KLM, LH and more. The idea is to create the PNR to temporarily "block" the price until the time limit is reached (48~72hs) but I don't know how.
I'm able to create the PNR, with CreatePassengerNameRecord, without problems and it returns the retained PriceQuote but the fare is not guaranteed until ticketed and the system will re-price the itinerary with the current fare before ticketing.
Request/response example
CreatePassengerNameRecordRQ
"CreatePassengerNameRecordRQ" : {
"version" : "2.2.0",
"haltOnAirPriceError" : true,
"TravelItineraryAddInfo" : {
"AgencyInfo" : {
"Address" : {
"AddressLine" : "TEST",
"CityName" : "TEST",
"CountryCode" : "FR",
"PostalCode" : "99999",
"StreetNmbr" : "TEST 123"
},
"Ticketing" : {
"PseudoCityCode" : "L4GJ",
"TicketType" : "7TAW"
}
},
"CustomerInfo" : {
"ContactNumbers" : {
"ContactNumber" : [
{
"Phone" : "99999999",
"PhoneUseType" : "A"
}
]
},
"CustLoyalty" : [],
"Email" : [
{
"Address" : "test#gmail.com"
},
{
"Address" : "testRes#gmail.com"
}
],
"PersonName" : [
{
"NameNumber" : "1.1",
"PassengerType" : "ADT",
"GivenName" : "TEST",
"Surname" : "TEST"
}
]
}
},
"AirBook" : {
"HaltOnStatus" : [
{
"Code" : "HL"
},
{
"Code" : "KK"
},
{
"Code" : "LL"
},
{
"Code" : "NN"
},
{
"Code" : "NO"
},
{
"Code" : "UC"
},
{
"Code" : "US"
}
],
"OriginDestinationInformation" : {
"FlightSegment" : [
{
"DepartureDateTime" : "2021-02-17T13:15:00",
"ArrivalDateTime" : "2021-02-17T13:45:00",
"FlightNumber" : "1780",
"NumberInParty" : "1",
"ResBookDesigCode" : "G",
"Status" : "NN",
"DestinationLocation" : {
"LocationCode" : "LHR"
},
"MarketingAirline" : {
"Code" : "AF",
"FlightNumber" : "1780"
},
"OriginLocation" : {
"LocationCode" : "CDG"
}
},
{
"DepartureDateTime" : "2021-02-26T11:30:00",
"ArrivalDateTime" : "2021-02-26T13:50:00",
"FlightNumber" : "1581",
"NumberInParty" : "1",
"ResBookDesigCode" : "X",
"Status" : "NN",
"DestinationLocation" : {
"LocationCode" : "CDG"
},
"MarketingAirline" : {
"Code" : "AF",
"FlightNumber" : "1581"
},
"OriginLocation" : {
"LocationCode" : "LHR"
}
}
]
}
},
"AirPrice" : [
{
"PriceComparison" : {
"AcceptablePriceDecrease" : {
"Amount" : 125.3,
"HaltOnNonAcceptablePrice" : true
},
"AcceptablePriceIncrease" : {
"Amount" : 5,
"HaltOnNonAcceptablePrice" : true
},
"AmountSpecified" : 125.3
},
"PriceRequestInformation" : {
"Retain" : true,
"OptionalQualifiers" : {
"MiscQualifiers" : {
"BaggageAllowance" : []
},
"FOP_Qualifiers" : {
"BasicFOP" : {
"Type" : "CK"
}
},
"PricingQualifiers" : {
"ItineraryOptions" : {
"SegmentSelect" : [
{
"Number" : "1",
"RPH" : "1"
},
{
"Number" : "2",
"RPH" : "2"
}
]
},
"PassengerType" : [
{
"Quantity" : "1",
"Code" : "ADT"
}
],
"SpecificFare" : [
{
"FareBasis" : "GS50OALG",
"RPH" : "1"
},
{
"FareBasis" : "XS50OALG",
"RPH" : "2"
}
]
}
}
}
}
],
"SpecialReqDetails" : {
"SpecialService" : {
"SpecialServiceInfo" : {
"AdvancePassenger" : [],
"SecureFlight" : [
{
"PersonName" : {
"NameNumber" : "1.1",
"DateOfBirth" : "1991-01-13",
"Gender" : "M",
"GivenName" : "TEST",
"Surname" : "TEST"
}
}
],
"Service" : [
{
"SSR_Code" : "CTCM",
"PersonName" : {
"NameNumber" : "1.1"
},
"Text" : "0033142890939"
},
{
"SSR_Code" : "CTCE",
"PersonName" : {
"NameNumber" : "1.1"
},
"Text" : "TEST"
}
]
}
}
},
"PostProcessing" : {
"RedisplayReservation" : {
"waitInterval" : 1000
},
"EndTransaction" : {
"Email" : {
"eTicket" : {
"PDF" : {
"Ind" : false
},
"Ind" : false
},
"Ind" : true
},
"Source" : {
"ReceivedFrom" : "TEST"
}
}
}
}
}
CreatePassengerNameRecordRS (partial)
"CreatePassengerNameRecordRS" : {
"ApplicationResults" : {
"status" : "Complete",
"Success" : [
{
"timeStamp" : "2020-11-19T06:29:15.342-06:00"
}
],
"Warning" : [
{
"type" : "BusinessLogic",
"timeStamp" : "2020-11-19T06:29:14.016-06:00",
"SystemSpecificResults" : [
{
"Message" : [
{
"code" : "WARN.SWS.HOST.WARNING_RESPONSE",
"content" : "EndTransactionLLSRQ: TTY REQ PEND"
}
]
}
]
}
]
},
"ItineraryRef" : {
"ID" : "HOKJCQ"
},
"AirBook" : {
"OriginDestinationOption" : {
"FlightSegment" : [
{
"ArrivalDateTime" : "02-17T13:45",
"DepartureDateTime" : "02-17T13:15",
"eTicket" : true,
"FlightNumber" : "1780",
"NumberInParty" : "001",
"ResBookDesigCode" : "G",
"Status" : "NN",
"DestinationLocation" : {
"LocationCode" : "LHR"
},
"MarketingAirline" : {
"Code" : "AF",
"FlightNumber" : "1780"
},
"OriginLocation" : {
"LocationCode" : "CDG"
}
},
{
"ArrivalDateTime" : "02-26T13:50",
"DepartureDateTime" : "02-26T11:30",
"eTicket" : true,
"FlightNumber" : "1581",
"NumberInParty" : "001",
"ResBookDesigCode" : "X",
"Status" : "NN",
"DestinationLocation" : {
"LocationCode" : "CDG"
},
"MarketingAirline" : {
"Code" : "AF",
"FlightNumber" : "1581"
},
"OriginLocation" : {
"LocationCode" : "LHR"
}
}
]
}
},
"AirPrice" : [
{
"PriceComparison" : {
"AmountReturned" : "125.30",
"AmountSpecified" : "125.3"
},
"PriceQuote" : {
"MiscInformation" : {
"BaggageInfo" : {
"SubCodeProperties" : [
{
"SolutionSequenceNmbr" : 1,
"RPH" : 1,
"AncillaryFeeGroupCode" : "BG",
"CommercialNameofBaggageItemType" : "FREE BAGGAGE ALLOWANCE",
"EMD_Type" : "4",
"ExtendedSubCodeKey" : "0DFAAAF"
},
{
"SolutionSequenceNmbr" : 1,
"RPH" : 2,
"AncillaryFeeGroupCode" : "BG",
"CommercialNameofBaggageItemType" : "UPTO50LB 23KG AND62LI 158LCM",
"DescriptionOne" : {
"Code" : "23",
"Text" : "UP TO 50 POUNDS/23 KILOGRAMS"
},
"DescriptionTwo" : {
"Code" : "6U",
"Text" : "UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS"
},
"EMD_Type" : "4",
"ExtendedSubCodeKey" : "0GOACAF",
"SizeWeightInfo" : {
"MaximumSizeInAlternate" : {
"Units" : "C",
"content" : "158"
},
"MaximumSize" : {
"Units" : "I",
"content" : "62"
},
"MaximumWeightInAlternate" : {
"Units" : "K",
"content" : "23"
},
"MaximumWeight" : {
"Units" : "L",
"content" : "50"
}
}
},
{
"SolutionSequenceNmbr" : 1,
"RPH" : 3,
"AncillaryFeeGroupCode" : "BG",
"AncillaryService" : {
"SubGroupCode" : "CY",
"Text" : "CARRY ON HAND BAGGAGE"
},
"CommercialNameofBaggageItemType" : "CARRYON HAND BAGGAGE ALLOWANCE",
"EMD_Type" : "4",
"ExtendedSubCodeKey" : "0LNABAF"
},
{
"SolutionSequenceNmbr" : 1,
"RPH" : 4,
"AncillaryFeeGroupCode" : "BG",
"AncillaryService" : {
"SubGroupCode" : "CY",
"Text" : "CARRY ON HAND BAGGAGE"
},
"BookingMethod" : "04",
"CommercialNameofBaggageItemType" : "CABIN BAGGAGE 12KG 1PC 115CM",
"DescriptionOne" : {
"Code" : "12",
"Text" : "UP TO 26 POUNDS/12 KILOGRAMS"
},
"DescriptionTwo" : {
"Code" : "4U",
"Text" : "UP TO 45 LINEAR INCHES/115 LINEAR CENTIMETERS"
},
"EMD_Type" : "4",
"ExtendedSubCodeKey" : "0MRACAF",
"SizeWeightInfo" : {
"MaximumSizeInAlternate" : {
"Units" : "C",
"content" : "115"
},
"MaximumSize" : {
"Units" : "I",
"content" : "45"
},
"MaximumWeightInAlternate" : {
"Units" : "K",
"content" : "12"
},
"MaximumWeight" : {
"Units" : "L",
"content" : "26"
}
}
}
]
},
"HeaderInformation" : [
{
"SolutionSequenceNmbr" : "1",
"DepartureDate" : "2021-02-17",
"Text" : [
"VALIDATING CARRIER - AF",
"CAT 15 SALES RESTRICTIONS FREE TEXT FOUND - VERIFY RULES",
"BAG ALLOWANCE -CDGLHR-NIL/AF",
"1STCHECKED BAG FEE-CDGLHR-EUR45.00/AF/UP TO 50 POUNDS/23 KILOGR",
"AMS AND UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS",
"2NDCHECKED BAG FEE-CDGLHR-EUR70.00/AF/UP TO 50 POUNDS/23 KILOGR",
"AMS AND UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS",
"BAG ALLOWANCE -LHRCDG-NIL/AF",
"1STCHECKED BAG FEE-LHRCDG-EUR45.00/AF/UP TO 50 POUNDS/23 KILOGR",
"AMS AND UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS",
"2NDCHECKED BAG FEE-LHRCDG-EUR70.00/AF/UP TO 50 POUNDS/23 KILOGR",
"AMS AND UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS",
"CARRY ON ALLOWANCE",
"CDGLHR LHRCDG-01P/AF",
"01/UP TO 26 POUNDS/12 KILOGRAMS AND UP TO 45 LINEAR INCHES/115",
"LINEAR CENTIMETERS",
"CARRY ON CHARGES",
"CDGLHR LHRCDG-AF-CARRY ON FEES UNKNOWN-CONTACT CARRIER",
"ADDITIONAL ALLOWANCES AND/OR DISCOUNTS MAY APPLY DEPENDING ON",
"FLYER-SPECIFIC FACTORS /E.G. FREQUENT FLYER STATUS/MILITARY/",
"CREDIT CARD FORM OF PAYMENT/EARLY PURCHASE OVER INTERNET,ETC./"
],
"ValidatingCarrier" : {
"Code" : "AF"
}
}
],
"SolutionInformation" : [
{
"SolutionSequenceNmbr" : "1",
"BaseFareCurrencyCode" : "EUR",
"CurrencyCode" : "EUR",
"GrandTotalEquivFareAmount" : "34.00",
"GrandTotalTaxes" : "91.30",
"RequiresRebook" : "false",
"TicketNumber" : "0",
"TotalAmount" : "125.30"
}
],
"ValidatingCarrier" : [
{
"NewValidatingProcess" : true,
"SolutionSequenceNmbr" : "1",
"SettlementMethod" : "BSP",
"Ticket" : [
{
"Type" : "ETKTREQ",
"CarrierCode" : "AF",
"ValidatingCarrierType" : "Default"
}
]
}
]
},
"PricedItinerary" : {
"AlternativePricing" : "false",
"CurrencyCode" : "EUR",
"MultiTicket" : false,
"TotalAmount" : "125.30",
"AirItineraryPricingInfo" : [
{
"SolutionSequenceNmbr" : "1",
"BaggageProvisions" : [
...
],
"FareCalculation" : {
"Text" : "PAR AF LON17.62AF PAR22.33NUC39.95END ROE0.85086"
},
"FareCalculationBreakdown" : [
{
"Branch" : {
"PCC" : "N1GJ",
"FirstJointCarrier" : "AF"
},
"Departure" : {
"CityCode" : "PAR",
"AirportCode" : "CDG",
"AirlineCode" : "AF",
"GenericInd" : "O",
"ArrivalCityCode" : "LON",
"ArrivalAirportCode" : "LHR"
},
"FareBasis" : {
"Code" : "GS50OALG",
"FareAmount" : "17.62",
"FarePassengerType" : "ADT",
"FareType" : "P",
"FilingCarrier" : "AF",
"GlobalInd" : "EH",
"TripTypeInd" : "R",
"Market" : "PARLON",
"Cabin" : "Y"
},
"FreeBaggageAllowance" : "NONIL",
"RuleCategoryIndicator" : [
"4",
"5",
"6",
"7",
"8",
"9",
"10",
"15",
"16"
]
},
{
"Branch" : {
"PCC" : "N1GJ",
"FirstJointCarrier" : "AF"
},
"Departure" : {
"CityCode" : "LON",
"AirportCode" : "LHR",
"AirlineCode" : "AF",
"GenericInd" : "O",
"ArrivalCityCode" : "PAR",
"ArrivalAirportCode" : "CDG"
},
"FareBasis" : {
"Code" : "XS50OALG",
"FareAmount" : "22.33",
"FarePassengerType" : "ADT",
"FareType" : "P",
"FilingCarrier" : "AF",
"GlobalInd" : "EH",
"TripTypeInd" : "R",
"Market" : "PARLON",
"Cabin" : "Y"
},
"FreeBaggageAllowance" : "NONIL",
"RuleCategoryIndicator" : [
"4",
"5",
"6",
"7",
"8",
"9",
"10",
"15",
"16"
]
}
],
"ItinTotalFare" : {
"NonRefundableInd" : "N",
"BaggageInfo" : {
"NonUS_DOT_Disclosure" : {
"Text" : [
"BAG ALLOWANCE -CDGLHR-NIL/AF",
"1STCHECKED BAG FEE-CDGLHR-EUR45.00/AF/UP TO 50 POUNDS/23 KILOGR",
"AMS AND UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS",
"2NDCHECKED BAG FEE-CDGLHR-EUR70.00/AF/UP TO 50 POUNDS/23 KILOGR",
"AMS AND UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS",
"BAG ALLOWANCE -LHRCDG-NIL/AF",
"1STCHECKED BAG FEE-LHRCDG-EUR45.00/AF/UP TO 50 POUNDS/23 KILOGR",
"AMS AND UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS",
"2NDCHECKED BAG FEE-LHRCDG-EUR70.00/AF/UP TO 50 POUNDS/23 KILOGR",
"AMS AND UP TO 62 LINEAR INCHES/158 LINEAR CENTIMETERS",
"CARRY ON ALLOWANCE",
"CDGLHR LHRCDG-01P/AF",
"01/UP TO 26 POUNDS/12 KILOGRAMS AND UP TO 45 LINEAR INCHES/115",
"LINEAR CENTIMETERS",
"CARRY ON CHARGES",
"CDGLHR LHRCDG-AF-CARRY ON FEES UNKNOWN-CONTACT CARRIER",
"ADDITIONAL ALLOWANCES AND/OR DISCOUNTS MAY APPLY DEPENDING ON",
"FLYER-SPECIFIC FACTORS /E.G. FREQUENT FLYER STATUS/MILITARY/",
"CREDIT CARD FORM OF PAYMENT/EARLY PURCHASE OVER INTERNET,ETC./"
]
}
},
"BaseFare" : {
"Amount" : "34.00",
"CurrencyCode" : "EUR"
},
"Construction" : {
"Amount" : "39.95",
"CurrencyCode" : "NUC",
"RateOfExchange" : "0.850860"
},
"Taxes" : {
"TotalAmount" : "91.30",
"Tax" : [
{
"Amount" : "26.00",
"TaxCode" : "YQI",
"TaxName" : "SERVICE FEE - CARRIER-IMPOSED",
"TicketingTaxCode" : "YQ"
},
{
"Amount" : "16.33",
"TaxCode" : "FR",
"TaxName" : "CIVIL AVIATION TAX DOMESTIC AN",
"TicketingTaxCode" : "FR"
},
{
"Amount" : "13.09",
"TaxCode" : "QX",
"TaxName" : "PASSENGER SERVICE CHARGE INTER",
"TicketingTaxCode" : "QX"
},
{
"Amount" : "1.13",
"TaxCode" : "IZ",
"TaxName" : "AIR PASSENGER SOLIDARITY TAX",
"TicketingTaxCode" : "IZ"
},
{
"Amount" : "14.51",
"TaxCode" : "GB",
"TaxName" : "AIR PASSENGER DUTY APD",
"TicketingTaxCode" : "GB"
},
{
"Amount" : "18.74",
"TaxCode" : "UB",
"TaxName" : "PASSENGER SERVICE CHARGE DEPAR",
"TicketingTaxCode" : "UB"
},
{
"Amount" : "1.50",
"TaxCode" : "O4",
"TaxName" : "AIR PASSENGER SOLIDARITY TAX S",
"TicketingTaxCode" : "O4"
}
]
},
"TotalFare" : {
"Amount" : "125.30",
"CurrencyCode" : "EUR"
}
},
"PassengerTypeQuantity" : {
"Code" : "ADT",
"Quantity" : "1"
},
"PTC_FareBreakdown" : [
{
"Cabin" : "Y",
"FareBasis" : {
"Code" : "GS50OALG",
"FareAmount" : "17.62",
"FarePassengerType" : "ADT",
"FareType" : "P",
"FilingCarrier" : "AF",
"GlobalInd" : "EH",
"Market" : "PARLON"
},
"FreeBaggageAllowance" : "NONIL"
},
{
"Cabin" : "Y",
"FareBasis" : {
"Code" : "XS50OALG",
"FareAmount" : "22.33",
"FarePassengerType" : "ADT",
"FareType" : "P",
"FilingCarrier" : "AF",
"GlobalInd" : "EH",
"Market" : "PARLON"
},
"FreeBaggageAllowance" : "NONIL"
}
]
}
]
}
}
}
],
"TravelItineraryRead" : {
"TravelItinerary" : {
"CustomerInfo" : {
...
},
"ItineraryInfo" : {
"ItineraryPricing" : {
"PriceQuote" : [
{
"RPH" : "1",
"MiscInformation" : {
"SignatureLine" : [
{
"ExpirationDateTime" : "00:00",
"Source" : "SYS",
"Status" : "ACTIVE",
"Text" : "N1GJ N1GJ*AWS 1329/19NOV20"
}
]
},
"PricedItinerary" : [
{
"DisplayOnly" : false,
"InputMessage" : "WPFCK¥S1*ZZGS50OALG¥S2*ZZXS50OALG¥P1ADT¥RQ",
"RPH" : "1",
"StatusCode" : "A",
"TaxExempt" : false,
"ValidatingCarrier" : "AF",
"StoredDateTime" : "2020-11-19T13:29",
"AirItineraryPricingInfo" : {
"ItinTotalFare" : [
{
"BaseFare" : {
"Amount" : "34.00",
"CurrencyCode" : "EUR"
},
"Taxes" : {
"Tax" : {
"Amount" : "91.30",
"TaxCode" : "XT"
},
"TaxBreakdownCode" : [
{
"TaxPaid" : false,
"content" : "26.00YQ"
},
{
"TaxPaid" : false,
"content" : "16.33FR"
},
{
"TaxPaid" : false,
"content" : "13.09QX"
},
{
"TaxPaid" : false,
"content" : "1.13IZ"
},
{
"TaxPaid" : false,
"content" : "14.51GB"
},
{
"TaxPaid" : false,
"content" : "18.74UB"
},
{
"TaxPaid" : false,
"content" : "1.50O4"
}
]
},
"TotalFare" : {
"Amount" : "125.30",
"CurrencyCode" : "EUR"
},
"Totals" : {
"BaseFare" : {
"Amount" : "34.00"
},
"Taxes" : {
"Tax" : {
"Amount" : "91.30"
}
},
"TotalFare" : {
"Amount" : "125.30"
}
}
}
],
"PassengerTypeQuantity" : [
{
"Code" : "ADT",
"Quantity" : "01"
}
],
"PTC_FareBreakdown" : [
{
"Endorsements" : {
"Endorsement" : [
{
"type" : "PRICING_PARAMETER",
"Text" : "WPFCK$S1*ZZGS50OALG$S2*ZZXS50OALG$P1ADT$RQ"
},
{
"type" : "WARNING",
"Text" : "VALIDATING CARRIER - AF"
},
{
"type" : "WARNING",
"Text" : "CAT 15 SALES RESTRICTIONS FREE TEXT FOUND - VERIFY RULES"
}
]
},
"FareBasis" : [
{
"Code" : "GS50OALG/XS50OALG"
}
],
"FareCalculation" : {
"Text" : [
"PAR AF LON17.62AF PAR22.33NUC39.95END ROE0.85086"
]
},
"FareSource" : "ATPC",
"FlightSegment" : [
{
"ConnectionInd" : "O",
"DepartureDateTime" : "02-17T13:15",
"FlightNumber" : "1780",
"ResBookDesigCode" : "G",
"SegmentNumber" : "1",
"Status" : "OK",
"BaggageAllowance" : {
"Number" : "NIL"
},
"FareBasis" : {
"Code" : "GS50OALG"
},
"MarketingAirline" : {
"Code" : "AF",
"FlightNumber" : "1780"
},
"OriginLocation" : {
"LocationCode" : "CDG"
},
"ValidityDates" : {
"NotValidAfter" : "2021-02-17",
"NotValidBefore" : "2021-02-17"
}
},
{
"ConnectionInd" : "O",
"DepartureDateTime" : "02-26T11:30",
"FlightNumber" : "1581",
"ResBookDesigCode" : "X",
"SegmentNumber" : "2",
"Status" : "OK",
"BaggageAllowance" : {
"Number" : "NIL"
},
"FareBasis" : {
"Code" : "XS50OALG"
},
"MarketingAirline" : {
"Code" : "AF",
"FlightNumber" : "1581"
},
"OriginLocation" : {
"LocationCode" : "LHR"
},
"ValidityDates" : {
"NotValidAfter" : "2021-02-26",
"NotValidBefore" : "2021-02-26"
}
},
{
"OriginLocation" : {
"LocationCode" : "CDG"
}
}
],
"FareComponent" : [
{
"FareBasisCode" : "GS50OALG",
"FareDirectionality" : "FROM",
"Amount" : "1762",
"TicketDesignator" : "",
"GoverningCarrier" : "AF",
"FareComponentNumber" : "1",
"Location" : {
"Origin" : "PAR",
"Destination" : "LON"
},
"Dates" : {
"DepartureDateTime" : "02-17T13:15",
"ArrivalDateTime" : "02-17T13:45"
},
"FlightSegmentNumbers" : {
"FlightSegmentNumber" : [
"1"
]
}
},
{
"FareBasisCode" : "XS50OALG",
"FareDirectionality" : "TO",
"Amount" : "2233",
"TicketDesignator" : "",
"GoverningCarrier" : "AF",
"FareComponentNumber" : "2",
"Location" : {
"Origin" : "LON",
"Destination" : "PAR"
},
"Dates" : {
"DepartureDateTime" : "02-26T11:30",
"ArrivalDateTime" : "02-26T13:50"
},
"FlightSegmentNumbers" : {
"FlightSegmentNumber" : [
"2"
]
}
}
]
}
]
}
}
],
"ResponseHeader" : {
"Text" : [
"FARE - PRICE RETAINED",
"FARE USED TO CALCULATE DISCOUNT",
"FARE NOT GUARANTEED UNTIL TICKETED"
]
},
"PriceQuotePlus" : {
"DomesticIntlInd" : "I",
"PricingStatus" : "S",
"VerifyFareCalc" : false,
"ItineraryChanged" : false,
"ManualFare" : false,
"NegotiatedFare" : false,
"SystemIndicator" : "S",
"NUCSuppresion" : false,
"SubjToGovtApproval" : false,
"IT_BT_Fare" : "BT",
"DisplayOnly" : false,
"DiscountAmount" : "0",
"PassengerInfo" : {
"PassengerType" : "ADT",
"PassengerData" : [
{
"NameNumber" : "01.01",
"content" : "TEST/TEST"
}
]
},
"TicketingInstructionsInfo" : {}
}
}
],
"PriceQuoteTotals" : {
"BaseFare" : {
"Amount" : "34.00"
},
"Taxes" : {
"Tax" : {
"Amount" : "91.30"
}
},
"TotalFare" : {
"Amount" : "125.30"
}
}
},
"Ticketing" : [
{
"RPH" : "01",
"TicketTimeLimit" : "TAWL4GJ19NOV009/"
}
]
},
"ItineraryRef" : {
...
},
"SpecialServiceInfo" : [
{
"RPH" : "001",
"Type" : "GFX",
"Id" : "14",
"Service" : {
"SSR_Code" : "SSR",
"SSR_Type" : "DOCS",
"Airline" : {
"Code" : "AF"
},
"PersonName" : [
{
"NameNumber" : "01.01",
"content" : "TEST/TEST"
}
],
"Text" : [
"HK1/DB/13JAN1991/M/TEST/TEST"
]
}
},
{
"RPH" : "002",
"Type" : "GFX",
"Id" : "15",
"Service" : {
"SSR_Code" : "SSR",
"SSR_Type" : "CTCM",
"Airline" : {
"Code" : "AF"
},
"PersonName" : [
{
"NameNumber" : "01.01",
"content" : "TEST/TEST"
}
],
"Text" : [
"HK1/0033142890939"
]
}
},
{
"RPH" : "003",
"Type" : "GFX",
"Id" : "16",
"Service" : {
"SSR_Code" : "SSR",
"SSR_Type" : "CTCE",
"Airline" : {
"Code" : "AF"
},
"PersonName" : [
{
"NameNumber" : "01.01",
"content" : "TEST/TEST"
}
],
"Text" : [
"TEST"
]
}
}
]
}
}
}
Do I need to specify something in CreatePassengerNameRecordRQ to freeze the fare quote ?
Is there any other action needed to access this special option offered by some airlines ?
Thank you !

Sparql Group Entire Objects into List

I have a list of restaurants and want to return them grouped in lists by two identifiers. The response would look this this in JSON:
[
{
"restaurantChainId": "1",
"restaurantTypeId": "001",
"restaurantList": [
{
"restaurantId": "1-1",
"restaurantChainId": "1",
"restaurantTypeId": "001",
"restaurant name": "Pizza Place London"
"restaurant location": "London"
},
{
"restaurantId": "1-2",
"restaurantChainId": "1",
"restaurantTypeId": "001",
"restaurant name": "Pizza Place Birmingham"
"restaurant location": "Birmingham"
}
]
},
{
"restaurantChainId": "1",
"restaurantTypeId": "002",
"restaurantList": [
{
"restaurantId": "1-3",
"restaurantChainId": "1",
"restaurantTypeId": "002",
"restaurant name": "Pizza Place Manchester"
"restaurant location": "Manchester"
}
]
},
{
"restaurantChainId": "2",
"restaurantTypeId": "002",
"restaurantList": [
{
"restaurantId": "2-1",
"restaurantChainId": "2",
"restaurantTypeId": "002",
"restaurant name": "Taco Town London"
"restaurant location": "London"
},
{
"restaurantId": "2-2",
"restaurantChainId": "2",
"restaurantTypeId": "002",
"restaurant name": "Taco Town Newcastle"
"restaurant location": "Newcastle"
}
]
}
]
So that an object in the array has a list where each in the list shares the restaurantChainId and the restaurantTypeId.
I have tried the following group_concat query:
SELECT ?restaurantChainId (GROUP_CONCAT(?restaurantTypeId; SEPARATOR=", ") AS ?restaurantTypeIdList)
WHERE {
?restaurant <http://example.com/terms#docType> "restaurant" ;
<http://example.com/terms#restaurantTypeId> ?restaurantTypeId;
<http://example.com/terms#institutionFid> ?restaurantChainId .
FILTER (strstarts(str(?restaurantTypeId), '00'))
} GROUP BY ?restaurantChainId
But obviously this is just producing a list restaurantTypeId for each restaurantChainId. So it has grouped things correctly. I have things in the correct groups but I only have the id list for each restaurant where I actually want all related information of that restaurant. I don't really know how to go about this. Is it possible?
Improved Query
SELECT ?restaurantChainId (GROUP_CONCAT(DISTINCT ?restaurantTypeId; SEPARATOR=", ") AS ?restaurantTypeIdList) (GROUP_CONCAT(?restaurant; SEPARATOR=", ") AS ?restaurant)
WHERE {
?restaurant <http://example.co.uk/terms#docType> "restaurant" ;
<http://example.co.uk/terms#swiftbic> ?restaurantTypeId;
<http://example.co.uk/terms#institutionFid> ?restaurantChainId ;
<http://example.co.uk/terms#fid> ?officeId .
FILTER (strstarts(str(?restaurantTypeId), 'ABA'))
} GROUP BY ?restaurantChainId ?restaurantTypeId
And here is the current result:
{
"head" : {
"vars" : [ "restaurantChainId", "restaurantTypeIdList", "restaurant" ]
},
"results" : {
"bindings" : [ {
"restaurantChainId" : {
"type" : "literal",
"value" : "XYZ"
},
"restaurantTypeIdList" : {
"type" : "literal",
"value" : "ABA3"
},
"restaurant" : {
"type" : "literal",
"value" : "http://example.co.uk/restaurant/XYZ-4, http://example.co.uk/restaurant/XYZ-5, http://example.co.uk/restaurant/XYZ-6"
}
}, {
"restaurantChainId" : {
"type" : "literal",
"value" : "ABC"
},
"restaurantTypeIdList" : {
"type" : "literal",
"value" : "ABA1"
},
"restaurant" : {
"type" : "literal",
"value" : "http://example.co.uk/restaurant/ABC-14, http://example.co.uk/restaurant/ABC-15, http://example.co.uk/restaurant/ABC-4"
}
}, {
"restaurantChainId" : {
"type" : "literal",
"value" : "XYZ"
},
"restaurantTypeIdList" : {
"type" : "literal",
"value" : "ABA1"
},
"restaurant" : {
"type" : "literal",
"value" : "http://example.co.uk/restaurant/XYZ-2, http://example.co.uk/restaurant/XYZ-1"
}
}, {
"restaurantChainId" : {
"type" : "literal",
"value" : "XYZ"
},
"restaurantTypeIdList" : {
"type" : "literal",
"value" : "ABA2"
},
"restaurant" : {
"type" : "literal",
"value" : "http://example.co.uk/restaurant/XYZ-3"
}
}, {
"restaurantChainId" : {
"type" : "literal",
"value" : "ABC"
},
"restaurantTypeIdList" : {
"type" : "literal",
"value" : "ABA2"
},
"restaurant" : {
"type" : "literal",
"value" : "http://example.co.uk/restaurant/ABC-9"
}
} ]
}
}
So the actually groupings are correct and I have the uri for each restaurant but I don't know how to get information specifically related to them.

Address standardization within a database

Working in MS Access 2013. Have a ton of locations/addresses which need to be standardized.
Examples include addresses like:
500 W Main St
500 West Main St
500 West Main Street
You get the point.
I've considered running a query that pulls all records where the left(7) or something characters exist more than once in the database, but there are obvious flaws in that logic.
Is there a function or query or anything else that would help me generate a list of records whose addresses may exist multiple times, in slightly different fashions?
This is a tricky business ... equal parts Black Magic and Science. You will be amazed at the variations of Boulevard alone.
This is why I use the Google API. It can be time consuming, for the initial data-set, but only new adds would need to be resolved.
For example
https://maps.googleapis.com/maps/api/geocode/json?address=500 S Main St,Providence RI 02903
returns, in part
"formatted_address" : "500 S Main St, Providence, RI 02903, USA"
and the GOOD News is
https://maps.googleapis.com/maps/api/geocode/json?address=500 South Main Steet,Providence RI 02903
returns the same formatted address as the previous query
"formatted_address" : "500 S Main St, Providence, RI 02903, USA"
VBA Example:
Upon executing the following code ...
' VBA project Reference required:
' Microsoft XML, v3.0
Dim httpReq As New MSXML2.ServerXMLHTTP
httpReq.Open "GET", "https://maps.googleapis.com/maps/api/geocode/json?address=500 South Main Steet,Providence RI 02903", False
httpReq.send
Dim response As String
response = httpReq.responseText
... the string variable response contains the following JSON data:
{
"results" : [
{
"address_components" : [
{
"long_name" : "500",
"short_name" : "500",
"types" : [ "street_number" ]
},
{
"long_name" : "South Main Street",
"short_name" : "S Main St",
"types" : [ "route" ]
},
{
"long_name" : "Fox Point",
"short_name" : "Fox Point",
"types" : [ "neighborhood", "political" ]
},
{
"long_name" : "Providence",
"short_name" : "Providence",
"types" : [ "locality", "political" ]
},
{
"long_name" : "Providence County",
"short_name" : "Providence County",
"types" : [ "administrative_area_level_2", "political" ]
},
{
"long_name" : "Rhode Island",
"short_name" : "RI",
"types" : [ "administrative_area_level_1", "political" ]
},
{
"long_name" : "United States",
"short_name" : "US",
"types" : [ "country", "political" ]
},
{
"long_name" : "02903",
"short_name" : "02903",
"types" : [ "postal_code" ]
},
{
"long_name" : "2915",
"short_name" : "2915",
"types" : [ "postal_code_suffix" ]
}
],
"formatted_address" : "500 S Main St, Providence, RI 02903, USA",
"geometry" : {
"bounds" : {
"northeast" : {
"lat" : 41.82055829999999,
"lng" : -71.4028137
},
"southwest" : {
"lat" : 41.8204014,
"lng" : -71.40319219999999
}
},
"location" : {
"lat" : 41.8204799,
"lng" : -71.40300289999999
},
"location_type" : "ROOFTOP",
"viewport" : {
"northeast" : {
"lat" : 41.8218288302915,
"lng" : -71.40165396970851
},
"southwest" : {
"lat" : 41.8191308697085,
"lng" : -71.40435193029151
}
}
},
"partial_match" : true,
"place_id" : "ChIJicPQAT9F5IkRfq2njkYqZtE",
"types" : [ "premise" ]
}
],
"status" : "OK"
}
John's answer is completely valid, I wanted to add also that you can achieve the same goal with HERE API. You can do this for free with HERE Maps and you won't need a credit card to get started.
https://geocode.search.hereapi.com/v1/geocode?q=500 West Main Street&apiKey=YOUR_API_KEY
Returns:
{
"items": [
{
"title": "500 W Main St, Alhambra, CA 91801-3308, United States",
"id": "here:af:streetsection:-2rEzgpCkFyX.gMQjWtV1A:CgcIBCCl6q07EAEaAzUwMChk",
"resultType": "houseNumber",
"houseNumberType": "PA",
"address": {
"label": "500 W Main St, Alhambra, CA 91801-3308, United States",
"countryCode": "USA",
"countryName": "United States",
"state": "California",
"county": "Los Angeles",
"city": "Alhambra",
"street": "W Main St",
"postalCode": "91801-3308",
"houseNumber": "500"
},
"position": {
"lat": 34.09193,
"lng": -118.13238
},
"access": [
{
"lat": 34.09241,
"lng": -118.13272
}
],
"mapView": {
"west": -118.13347,
"south": 34.09103,
"east": -118.13129,
"north": 34.09283
},
"scoring": {
"queryScore": 1.0,
"fieldScore": {
"streets": [
1.0
],
"houseNumber": 1.0
}
}
},
additional results...
So you can normalize your data based on the title.