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using Newtonsoft.Json;
using System;
using System.Collections.Generic;
using System.Data.SqlClient;
using System.Diagnostics;
using System.IO;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.Xml.Serialization;
namespace JSON_Performance_Redux_CSharp_Code
{
public class Program
{
private const string connectionString = "Data Source=UNICORN;Initial Catalog=Sandbox;Integrated Security=True";
static void Main(string[] args)
{
/********************** XML vs JSON *********************************/
// Scenario #1 - serialize data to JSON and XML
string carsJSON = CarsJSON();
List<Car> cars = JsonConvert.DeserializeObject<List<Car>>(carsJSON);
// Serialize Car objects to XML - 166ms
var result1 = SerializeToXML(cars);
// Serialize Car objects to JSON - 69ms
var result2 = SerializeToJSON(cars);
// Scenario #2 - write XML vs JSON to SQL over TCP
// Write XML string to SQL XML column - 142ms, 1.88mb of data
var result3 = WriteStringToSQL(result1.Item2, "INSERT INTO dbo.XmlVsJson (XmlData) VALUES (@carsXML)",
new SqlParameter[]
{
new SqlParameter("carsXML", result1.Item2)
});
// Write JSON string to SQL - 20ms, 1.45mb of data
var result4 = WriteStringToSQL(
carsJSON,
"INSERT INTO dbo.XmlVsJson (JsonData) VALUES (@carsJSON)",
new SqlParameter[]
{
new SqlParameter("carsJSON", carsJSON)
});
// Write XML string to nvarchar SQL column - 29ms, 1.88mb of data. Taking the difference between this and result3, 100ms+ of time is spent converting to XML format on insert.
var result5 = WriteStringToSQL(result1.Item2, "INSERT INTO dbo.XmlVsJson (JSONData) VALUES (@carsXML)",
new SqlParameter[]
{
new SqlParameter("carsXML", result1.Item2)
});
/********************** .NET VS SQL JSON ****************************/
Stopwatch stopwatch = new Stopwatch();
// Test #1 - Deserialize JSON to objects - 75ms
stopwatch.Start();
var deserializedCars = JsonConvert.DeserializeObject<IEnumerable<Car>>(carsJSON);
stopwatch.Stop();
long elapsedMillisecondsDeserialize = stopwatch.ElapsedMilliseconds;
// Test #2 - Deserialize JSON and filter - 58ms
stopwatch.Restart();
var queriedCars = JsonConvert.DeserializeObject<IEnumerable<Car>>(carsJSON).Where(x => x.Model == "Golf");
stopwatch.Stop();
long elapsedMillisecondsQuery = stopwatch.ElapsedMilliseconds;
// Test #4 - Serialize objects into JSON. Read from file to mimic reading from disk in SQL. Not 1 to 1 comparison. - 63ms
stopwatch.Restart();
string carsJSONFromFile = File.ReadAllText(@"../../CarData.json");
var serializedCars = JsonConvert.SerializeObject(deserializedCars);
stopwatch.Stop();
long elapsedMillisecondsSerialize = stopwatch.ElapsedMilliseconds;
}
public class Car
{
public int Year { get; set; }
public string Make { get; set; }
public string Model { get; set; }
}
private static string CarsJSON()
{
#region JSON car data
string data = @"[
{ ""year"":2001,""make"":""ACURA"",""model"":""CL""},
{ ""year"":2001,""make"":""ACURA"",""model"":""EL""},
{ ""year"":2001,""make"":""ACURA"",""model"":""INTEGRA""},
{ ""year"":2001,""make"":""ACURA"",""model"":""MDX""},
{ ""year"":2001,""make"":""ACURA"",""model"":""NSX""},
{ ""year"":2001,""make"":""ACURA"",""model"":""RL""},
{ ""year"":2001,""make"":""ACURA"",""model"":""TL""},
{ ""year"":2001,""make"":""AM GENERAL"",""model"":""HUMMER""},
{ ""year"":2001,""make"":""AMERICAN IRONHORSE"",""model"":""CLASSIC""},
{ ""year"":2001,""make"":""AMERICAN IRONHORSE"",""model"":""LEGEND""},
{ ""year"":2001,""make"":""AMERICAN IRONHORSE"",""model"":""OUTLAW""},
{ ""year"":2001,""make"":""AMERICAN IRONHORSE"",""model"":""RANGER""},
{ ""year"":2001,""make"":""AMERICAN IRONHORSE"",""model"":""SLAMMER""},
{ ""year"":2001,""make"":""AMERICAN IRONHORSE"",""model"":""TEJAS""},
{ ""year"":2001,""make"":""AMERICAN IRONHORSE"",""model"":""THUNDER""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""ATLANTIC 500""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""ETV 1000 CAPONORD""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""MOJITO CUSTOM 50""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""MOJITO RETRO 50""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""PEGASO 650""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""RALLY 50(AIR COOLED)""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""RS 125""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""RS 250""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""RST1000 FUTURA""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""RSV MILLE""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""RSV MILLE R""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""SCARABEO 125""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""SCARABEO 150""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""SCARABEO 50 2T""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""SCARABEO 50 DITECH""},
{ ""year"":2001,""make"":""APRILIA"",""model"":""SL1000 FALCO""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""250 2X4""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""250 4X4""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""300 2X4""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""300 4X4""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""400 2X4""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""400 4X4""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""500 4X4""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""500 4X4 AUTO""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""BEARCAT WIDETRACK""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 1000""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 500 EFI""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 600 EFI""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 600 EFI LE""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 600 VEV""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 800""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 800 LE""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""PANTERA 1000""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""PANTERA 580 EFI""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""PANTHER 370""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""PANTHER 440""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""PANTHER 440 ESR""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""PANTHER 550""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""THUNDERCAT""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""TRIPLE TOURING""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""Z 120""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""Z 120 SNO PRO""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""Z 370""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""Z 370 ES""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""Z 440""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""Z 440 ES""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""Z 440 SNO PRO""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZL 500 EFI ESR""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZL 550""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZL 550 ESR""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZL 600 EFI""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZL 600 EFI ESR""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZL 800 ESR""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 440 SNO PRO""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 500""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 500 EFI""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 500 EFI ESR""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 600""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 600 EFI""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 600 EFI LE""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 600 VEV""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 800""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZR 800 LE""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZRT 600""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZRT 600 LE""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZRT 800""},
{ ""year"":2001,""make"":""ARCTIC CAT"",""model"":""ZRT 800 LE""},
{ ""year"":2001,""make"":""ASTON MARTIN"",""model"":""DB7""},
{ ""year"":2001,""make"":""ASTON MARTIN"",""model"":""VANQUISH""},
{ ""year"":2001,""make"":""ATK"",""model"":""125 CC""},
{ ""year"":2001,""make"":""ATK"",""model"":""250 ENDURO""},
{ ""year"":2001,""make"":""ATK"",""model"":""260 ENDURO""},
{ ""year"":2001,""make"":""ATK"",""model"":""50 MX""},
{ ""year"":2001,""make"":""ATK"",""model"":""600 DT""},
{ ""year"":2001,""make"":""ATK"",""model"":""600 MT""},
{ ""year"":2001,""make"":""ATK"",""model"":""605 ENDURO""},
{ ""year"":2001,""make"":""AUDI"",""model"":""A3""},
{ ""year"":2001,""make"":""AUDI"",""model"":""A4""},
{ ""year"":2001,""make"":""AUDI"",""model"":""A4 QUATTRO""},
{ ""year"":2001,""make"":""AUDI"",""model"":""A6""},
{ ""year"":2001,""make"":""AUDI"",""model"":""A6 QUATTRO""},
{ ""year"":2001,""make"":""AUDI"",""model"":""A8 QUATTRO""},
{ ""year"":2001,""make"":""AUDI"",""model"":""ALLROAD QUATTRO""},
{ ""year"":2001,""make"":""AUDI"",""model"":""S3""},
{ ""year"":2001,""make"":""AUDI"",""model"":""S4""},
{ ""year"":2001,""make"":""AUDI"",""model"":""S6""},
{ ""year"":2001,""make"":""AUDI"",""model"":""S8""},
{ ""year"":2001,""make"":""AUDI"",""model"":""TT""},
{ ""year"":2001,""make"":""AUDI"",""model"":""TT QUATTRO""},
{ ""year"":2001,""make"":""AVANTI"",""model"":""II""},
{ ""year"":2001,""make"":""BENTLEY"",""model"":""ARNAGE""},
{ ""year"":2001,""make"":""BENTLEY"",""model"":""AZURE""},
{ ""year"":2001,""make"":""BENTLEY"",""model"":""CONTINENTAL""},
{ ""year"":2001,""make"":""BIG DOG"",""model"":""BOXER""},
{ ""year"":2001,""make"":""BIG DOG"",""model"":""BULLDOG""},
{ ""year"":2001,""make"":""BIG DOG"",""model"":""HUSKY""},
{ ""year"":2001,""make"":""BIG DOG"",""model"":""MASTIFF""},
{ ""year"":2001,""make"":""BIG DOG"",""model"":""PITBULL""},
{ ""year"":2001,""make"":""BIG DOG"",""model"":""PRO SPORT""},
{ ""year"":2001,""make"":""BIG DOG"",""model"":""VINTAGE SPORT""},
{ ""year"":2001,""make"":""BIG DOG"",""model"":""WOLF""},
{ ""year"":2001,""make"":""BIMOTA"",""model"":""SB8R""},
{ ""year"":2001,""make"":""BLUE BIRD"",""model"":""ALL AMERICAN""},
{ ""year"":2001,""make"":""BLUE BIRD"",""model"":""SHL TC2000""},
{ ""year"":2001,""make"":""BLUE BIRD"",""model"":""TC2000""},
{ ""year"":2001,""make"":""BLUE BIRD"",""model"":""WANDERLODGE""},
{ ""year"":2001,""make"":""BMW"",""model"":""320I""},
{ ""year"":2001,""make"":""BMW"",""model"":""323I""},
{ ""year"":2001,""make"":""BMW"",""model"":""325CI""},
{ ""year"":2001,""make"":""BMW"",""model"":""325I""},
{ ""year"":2001,""make"":""BMW"",""model"":""325XI""},
{ ""year"":2001,""make"":""BMW"",""model"":""330CI""},
{ ""year"":2001,""make"":""BMW"",""model"":""330I""},
{ ""year"":2001,""make"":""BMW"",""model"":""330XI""},
{ ""year"":2001,""make"":""BMW"",""model"":""525I""},
{ ""year"":2001,""make"":""BMW"",""model"":""530I""},
{ ""year"":2001,""make"":""BMW"",""model"":""540I""},
{ ""year"":2001,""make"":""BMW"",""model"":""740I""},
{ ""year"":2001,""make"":""BMW"",""model"":""740IL""},
{ ""year"":2001,""make"":""BMW"",""model"":""750IL""},
{ ""year"":2001,""make"":""BMW"",""model"":""F650 ENDURO""},
{ ""year"":2001,""make"":""BMW"",""model"":""F650CS""},
{ ""year"":2001,""make"":""BMW"",""model"":""F650GS""},
{ ""year"":2001,""make"":""BMW"",""model"":""F650GS ABS""},
{ ""year"":2001,""make"":""BMW"",""model"":""F650GS DAKAR""},
{ ""year"":2001,""make"":""BMW"",""model"":""K1200LT""},
{ ""year"":2001,""make"":""BMW"",""model"":""K1200LTC""},
{ ""year"":2001,""make"":""BMW"",""model"":""K1200LTI ICON""},
{ ""year"":2001,""make"":""BMW"",""model"":""K1200RS""},
{ ""year"":2001,""make"":""BMW"",""model"":""M3""},
{ ""year"":2001,""make"":""BMW"",""model"":""M5""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1100RL""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1100RS ABS""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1100RT""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1100S""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1100SA""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1150GS""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1150R""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1150RS""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1150RT""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1200C""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1200C AVANTGARDE""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1200C CLASSIC""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1200C EURO""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1200C INDEPENDENT""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1200C MONTANA""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1200C PHOENIX""},
{ ""year"":2001,""make"":""BMW"",""model"":""R1200C STILETTO""},
{ ""year"":2001,""make"":""BMW"",""model"":""R850R""},
{ ""year"":2001,""make"":""BMW"",""model"":""X5""},
{ ""year"":2001,""make"":""BMW"",""model"":""Z3""},
{ ""year"":2001,""make"":""BMW"",""model"":""Z8""},
{ ""year"":2001,""make"":""BOMBARDIER"",""model"":""DS650""},
{ ""year"":2001,""make"":""BOMBARDIER"",""model"":""DS650 BAJA""},
{ ""year"":2001,""make"":""BOMBARDIER"",""model"":""DS650 RACER""},
{ ""year"":2001,""make"":""BOMBARDIER"",""model"":""TRAXTER 500 4X4 AUTO""},
{ ""year"":2001,""make"":""BOMBARDIER"",""model"":""TRAXTER 500 4X4 AUTO XT""},
{ ""year"":2001,""make"":""BOMBARDIER"",""model"":""TRAXTER 500 XL""},
{ ""year"":2001,""make"":""BUELL"",""model"":""BLAST""},
{ ""year"":2001,""make"":""BUELL"",""model"":""M2 CYCLONE""},
{ ""year"":2001,""make"":""BUELL"",""model"":""S3 THUNDERBOLT""},
{ ""year"":2001,""make"":""BUELL"",""model"":""S3T THUNDERBOLT""},
{ ""year"":2001,""make"":""BUELL"",""model"":""X1 LIGHTNING""},
{ ""year"":2001,""make"":""BUICK"",""model"":""CENTURY""},
{ ""year"":2001,""make"":""BUICK"",""model"":""LESABRE""},
{ ""year"":2001,""make"":""BUICK"",""model"":""PARK AVENUE""},
{ ""year"":2001,""make"":""BUICK"",""model"":""REGAL""},
{ ""year"":2001,""make"":""CADILLAC"",""model"":""CATERA""},
{ ""year"":2001,""make"":""CADILLAC"",""model"":""DEVILLE""},
{ ""year"":2001,""make"":""CADILLAC"",""model"":""ELDORADO""},
{ ""year"":2001,""make"":""CADILLAC"",""model"":""SEVILLE""},
{ ""year"":2001,""make"":""CANNONDALE"",""model"":""FX400""},
{ ""year"":2001,""make"":""CANNONDALE"",""model"":""MX400""},
{ ""year"":2001,""make"":""CHANCE COACH TRANSIT BUS"",""model"":""CNG - 28""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""ASTRA""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""ASTRO""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""B7""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""BLAZER""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""C3500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""C3500HD""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""C6500 KODIAK""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""C7500 KODIAK""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""CAMARO""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""CAVALIER""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""CHEVY""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""CHEVY PICKUP""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""CORVETTE""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""EXPRESS 1500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""EXPRESS 2500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""EXPRESS 3500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""G30""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""IMPALA""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""LUMINA""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""LUV""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""MALIBU""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""METRO""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""MONTE CARLO""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""P30""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""PRIZM""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""S10""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""SILVERADO 1500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""SILVERADO 1500 HD""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""SILVERADO 2500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""SILVERADO 2500 HD""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""SILVERADO 3500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""SONORA""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""SUBURBAN 1500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""SUBURBAN 2500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""T6500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""T7500""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""TAHOE""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""TRACKER""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""VENTURE""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""W3500 TILTMASTER""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""W4500 TILTMASTER""},
{ ""year"":2001,""make"":""CHEVROLET"",""model"":""W5500 TILTMASTER""},
{ ""year"":2001,""make"":""CHRYSLER"",""model"":""300M""},
{ ""year"":2001,""make"":""CHRYSLER"",""model"":""CIRRUS""},
{ ""year"":2001,""make"":""CHRYSLER"",""model"":""CONCORDE""},
{ ""year"":2001,""make"":""CHRYSLER"",""model"":""GRAND VOYAGER""},
{ ""year"":2001,""make"":""CHRYSLER"",""model"":""INTREPID""},
{ ""year"":2001,""make"":""CHRYSLER"",""model"":""LHS""},
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{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 600 EFI""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 600 EFI LE""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 800""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 800 EFI""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 800 EFI LE 144""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 800 EFI LE 151""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 800 LE 144""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""MOUNTAIN CAT 800 LE 151""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""PANTERA 550""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""PANTERA 600 EFI ESR""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""PANTERA 800 EFI ESR""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""PANTHER 440""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""PANTHER 570 ESR""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""PANTHER 570 R""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""SBS 1000""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""THUNDERCAT""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""Z 370""},
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{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""Z 440""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""Z 440 ES""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""Z 440 SNO PRO""},
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{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""Z 570 SS""},
{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""ZL 500""},
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{ ""year"":2002,""make"":""ARCTIC CAT"",""model"":""ZL 550 ESR""},
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{ ""year"":2002,"&q