Ниже приведен пример использования операции GetMs для создания уравнения. В запросе передаются: экземпляр открытого контейнера моделирования, шаблон создания уравнения и параметры выполнения операции. В ответе приходит экземпляр модели, содержащей уравнение.
{
"GetMs" :
{
"tMs" :
{
"id" : "LOFBIHDIFHLBFOAEHGBJDCBENJMKNIBEBKHPFEBMNLDGJINB!M!S!CKOEKCIDIFHLBFOAEJICHGBIIPBAMMPBEAKJNEIIALPAOJIOD"
},
"tArg" :
{
"pattern" :
{
"obInst" : "true",
"scenarios" : "Get",
"period" : "true",
"item" :
{
"key" : "89669",
"problem" :
{
"metamodel" :
{
"calculationChain" : "Get",
"mmParams" : "Get",
"tag" : "true",
"calcChainPattern" :
{
"modelPattern" :
{
"transform" :
{
"inputs" : "Get",
"outputs" : "Get",
"formulaCount" : "true",
"formulas" :
{
"method" : ""
},
"displayId" : "true",
"equationsFormula" :
{
"method" : ""
},
"series" : "Get",
"kind" : "true",
"displaySettings" : "true",
"additionalAttributes" : "true",
"calculationType" : "true",
"calculationDirection" : "true",
"transformVariable" :
{
"slices" : "Get",
"transformSlice" :
{
"selection" : "Get"
}
}
},
"stochastic" : "true",
"calculationPeriod" : "true",
"useModelPeriod" : "true",
"useExistingData" : "true",
"treatNullsAsZeros" : "true",
"autoName" : "true",
"generatedName" : "true",
"period" : "true",
"isExclusive" : "true",
"useAutoPeriod" : "true"
}
},
"visualControllerPattern" :
{
"variableRubricatorKey" : "true",
"useSourceName" : "true",
"levelFormat" : "Short"
}
},
"scenarios" : "Get",
"details" : "true",
"useSavedCoefficients" : "true"
}
}
},
"execParams" :
{
"execCreateSimpleModel" :
{
"outputEntryKey" : "2",
"inputEntryKeys" :
{
"l" : "1"
},
"kind" : "LinearRegression",
"doUseR" : "false"
}
}
}
}
}
{
"GetMsResult" :
{
"id" :
{
"id" : "LOFBIHDIFHLBFOAEHGBJDCBENJMKNIBEBKHPFEBMNLDGJINB!M!S!CKOEKCIDIFHLBFOAEJICHGBIIPBAMMPBEAKJNEIIALPAOJIOD"
},
"meta" :
{
"obInst" :
{
"obDesc" :
{
"@fullUrl" : "http:\/\/v-shp-development.dev.fs.fsight.world\/",
"@isShortcut" : "0",
"@isLink" : "0",
"@ver" : "3",
"@hf" : "0",
"i" : "MODELSPACE",
"n" : "Контейнер моделирования",
"k" : "1581",
"c" : "5121",
"p" : "1580",
"h" : "0",
"hasPrv" : "0",
"ic" : "0",
"isPermanent" : "1",
"isTemp" : "0"
}
},
"dirty" : "0",
"period" :
{
"start" : "1990-01-01",
"end" : "2020-12-31"
},
"scenarios" :
{
"nodes" :
{
"it" :
[
{
"@isFolder" : "0",
"k" : "1628",
"id" : "OBJ1628",
"n" : "Базовый",
"vis" : "1",
"scenDesc" :
{
"@fullUrl" : "http:\/\/v-shp-development.dev.fs.fsight.world\/",
"@isShortcut" : "0",
"@isLink" : "0",
"@ver" : "0",
"@hf" : "0",
"i" : "OBJ1628",
"n" : "Базовый",
"k" : "1628",
"c" : "5124",
"p" : "1627",
"h" : "0",
"hasPrv" : "0",
"ic" : "0"
},
"internalKey" : "1629"
},
{
"@isFolder" : "0",
"k" : "5371",
"id" : "OBJ5371",
"n" : "Базовый (копия1)",
"vis" : "1",
"scenDesc" :
{
"@fullUrl" : "http:\/\/v-shp-development.dev.fs.fsight.world\/",
"@isShortcut" : "0",
"@isLink" : "0",
"@ver" : "0",
"@hf" : "0",
"i" : "OBJ5371",
"n" : "Базовый (копия1)",
"k" : "5371",
"c" : "5124",
"p" : "1627",
"h" : "0",
"hasPrv" : "0",
"ic" : "0"
},
"internalKey" : "5372"
}
]
}
},
"item" :
{
"k" : "89669",
"id" : "MODEL_NEW",
"n" : "MODEL_NEW",
"vis" : "1",
"type" : "Problem",
"problemMd" :
{
"metamodel" :
{
"k" : "89670",
"calculationChain" :
{
"its" :
{
"Item" :
[
{
"k" : "1",
"n" : "MyInputVavable",
"vis" : "1",
"type" : "Variable",
"excluded" : "0",
"graphMeta" : "{"Geometry":{"x":20,"y":10,"width":150,"height":50}}",
"chainVariable" :
{
"slice" :
{
"k" : "0",
"id" : "MyInputVavable|A",
"n" : "MyInputVavable|A",
"vis" : "1",
"variableKey" : "1",
"stubKey" : "89671",
"selections" :
{
"its" :
{
"Item" :
{
"id" :
{
"id" : "89683"
},
"variant" : "1"
}
}
},
"aggregator" : "None",
"parametrizedDimensions" :
{
"its" :
{
"Item" :
{
"dimension" : "0",
"parameter" : "0"
}
}
},
"unitInfo" :
{
"unit" : "4294967295",
"measure" : "4294967295",
"baseUnit" : "4294967295",
"unitsDimensionKey" : "0"
},
"level" : "Year"
},
"fullName" : "MyInputVavable|A",
"originalName" : "MyInputVavable",
"originalShortName" : "MyInputVavable",
"useCustomName" : "0"
}
},
{
"k" : "2",
"n" : "MyOutputVavable",
"vis" : "1",
"type" : "Variable",
"excluded" : "0",
"graphMeta" : "{"Geometry":{"x":30,"y":140,"width":150,"height":50}}",
"chainVariable" :
{
"slice" :
{
"k" : "0",
"id" : "MyOutputVavable|A",
"n" : "MyOutputVavable|A",
"vis" : "1",
"variableKey" : "2",
"stubKey" : "89671",
"selections" :
{
"its" :
{
"Item" :
{
"id" :
{
"id" : "89683"
},
"variant" : "2"
}
}
},
"aggregator" : "None",
"parametrizedDimensions" :
{
"its" :
{
"Item" :
{
"dimension" : "0",
"parameter" : "0"
}
}
},
"unitInfo" :
{
"unit" : "4294967295",
"measure" : "4294967295",
"baseUnit" : "4294967295",
"unitsDimensionKey" : "0"
},
"level" : "Year"
},
"fullName" : "MyOutputVavable|A",
"originalName" : "MyOutputVavable",
"originalShortName" : "MyOutputVavable",
"useCustomName" : "0"
}
},
{
"k" : "3",
"id" : "OBJ3",
"n" : "Модель",
"vis" : "1",
"type" : "Model",
"excluded" : "0",
"graphMeta" : "",
"model" :
{
"transform" :
{
"inputs" :
{
"its" :
{
"Item" :
{
"k" : "2",
"id" : "VARIABLES_89670",
"n" : "Variables",
"vis" : "1",
"slices" :
{
"its" :
{
"Item" :
{
"k" : "0",
"id" : "MyInputVavable|A",
"n" : "MyInputVavable|A",
"vis" : "1",
"variableKey" : "2",
"stubKey" : "89671",
"selections" :
{
"its" :
{
"Item" :
{
"id" :
{
"id" : "89683"
},
"variant" : "1"
}
}
},
"aggregator" : "None",
"parametrizedDimensions" :
{
"its" :
{
"Item" :
{
"dimension" : "0",
"parameter" : "0"
}
}
},
"unitInfo" :
{
"unit" : "4294967295",
"measure" : "4294967295",
"baseUnit" : "4294967295",
"unitsDimensionKey" : "0"
},
"level" : "Year"
}
}
},
"variableStubKey" : "89671",
"parameterID" : "",
"kind" : "Stub",
"attributeId" : "",
"attributeType" : "Series"
}
}
},
"outputs" :
{
"its" :
{
"Item" :
{
"k" : "1",
"id" : "VARIABLES_89670",
"n" : "Variables",
"vis" : "1",
"slices" :
{
"its" :
{
"Item" :
{
"k" : "0",
"id" : "MyOutputVavable|A",
"n" : "MyOutputVavable|A",
"vis" : "1",
"variableKey" : "1",
"stubKey" : "89671",
"selections" :
{
"its" :
{
"Item" :
{
"id" :
{
"id" : "89683"
},
"variant" : "2"
}
}
},
"aggregator" : "None",
"parametrizedDimensions" :
{
"its" :
{
"Item" :
{
"dimension" : "0",
"parameter" : "0"
}
}
},
"unitInfo" :
{
"unit" : "4294967295",
"measure" : "4294967295",
"baseUnit" : "4294967295",
"unitsDimensionKey" : "0"
},
"level" : "Year"
}
}
},
"variableStubKey" : "89671",
"parameterID" : "",
"kind" : "Stub",
"attributeId" : "",
"attributeType" : "Series"
}
}
},
"formulaCount" : "1",
"formulas" :
{
"its" :
{
"it" :
[
{
"k" : "0",
"kind" : "LinearRegression",
"method" :
{
"linearRegression" :
{
"constantMode" : "AutoEstimate",
"constantValue" : "0",
"confidenceLevel" : "0.95",
"ARMA" :
{
"orderAR" : "",
"orderMA" : "",
"calcInitMode" : "Auto",
"initAR" : "",
"initMA" : "",
"initIntercept" : "NaN",
"estimationMethod" : "LevenbergMarquardt",
"tolerance" : "0.0001",
"maxIteration" : "500",
"coefficientsAR" :
{
"estimate" : "",
"standardError" : "",
"tStatistic" : "",
"probability" : ""
},
"coefficientsMA" :
{
"estimate" : "",
"standardError" : "",
"tStatistic" : "",
"probability" : ""
},
"diff" : "0",
"diffSeas" : "1",
"orderARSeas" : "",
"orderMASeas" : "",
"initARSeas" : "",
"initMASeas" : "",
"periodSeas" : "0",
"coefficientsARSeas" :
{
"estimate" : "",
"standardError" : "",
"tStatistic" : "",
"probability" : ""
},
"coefficientsMASeas" :
{
"estimate" : "",
"standardError" : "",
"tStatistic" : "",
"probability" : ""
},
"useARMAasInstrums" : "1",
"useAnalyticDeriv" : "1",
"useBackCast" : "1"
},
"missingData" :
{
"specifiedVector" : "",
"method" : "Casewise",
"methodParameter" : "5",
"specifiedValue" : "0",
"specifiedTerm" :
{
"k" : "4294967295"
}
}
},
"inversionInfo" :
{
"type" : "None",
"lag" : "PrecidingValue",
"previousLag" : "-1",
"seasonality" : "None",
"dependence" : "Linear",
"K" : "3"
},
"doUseR" : "0",
"supportsR" : "1"
},
"calendarLevel" : "Year",
"outputSliceKey" : "0"
}
]
}
},
"displayId" : "0",
"series" :
{
"its" : ""
},
"kind" : "Simple",
"displaySettings" :
{
"displayTermsAs" : "Derive"
},
"additionalAttributes" : "",
"calculationType" : "Serie",
"calculationDirection" : "Forward"
},
"stochastic" : "1",
"calculationPeriod" : "Forecast",
"useModelPeriod" : "1",
"useExistingData" : "0",
"treatNullsAsZeros" : "0",
"autoName" : "1",
"period" :
{
"identificationStartDate" : "1990-01-01",
"identificationEndDate" : "2018-04-24",
"forecastStartDate" : "2018-04-25",
"forecastEndDate" : "2020-01-01",
"identificationStartDateParamID" : "",
"identificationEndDateParamID" : "",
"forecastStartDateParamID" : "",
"forecastEndDateParamID" : "",
"autoPeriod" : "28672",
"identificationStartOffset" : "0",
"identificationEndOffset" : "0",
"forecastEndOffset" : "0",
"isIdentStartCorrect" : "1",
"isIdentEndCorrect" : "1",
"isForecastEndCorrect" : "1"
},
"isExclusive" : "1",
"useAutoPeriod" : "1",
"generatedName" : "MyOutputVavable|A[t] = A0 + A1*MyInputVavable|A[t]",
"warnings" : "",
"readOnly" : "0"
}
}
]
}
},
"mmParams" :
{
"its" : ""
},
"visualController" :
{
"variableRubricatorKey" : "89671",
"createSimpleModelResult" :
{
"modelKey" : "3"
},
"userRPath" : "",
"isRExist" : "0"
},
"suppressEmptyFilter" :
{
"suppressEmpty" : "0",
"suppressEmptyArea" : "SerieBounds"
},
"readOnly" : "0",
"variableTestUseR" : "0",
"calculateIdentOnFact" : "0"
},
"scenarios" :
{
"its" : ""
},
"details" :
{
"period" :
{
"identificationStartDate" : "1990-01-01",
"identificationEndDate" : "2018-04-24",
"forecastStartDate" : "2018-04-25",
"forecastEndDate" : "2020-01-01",
"identificationStartDateParamID" : "",
"identificationEndDateParamID" : "",
"forecastStartDateParamID" : "",
"forecastEndDateParamID" : "",
"autoPeriod" : "0",
"identificationStartOffset" : "0",
"identificationEndOffset" : "0",
"forecastEndOffset" : "0",
"isIdentStartCorrect" : "1",
"isIdentEndCorrect" : "1",
"isForecastEndCorrect" : "1"
},
"currentPoint" : "2018-04-25"
},
"useSavedCoefficients" : "0",
"useScenarios" : "0",
"readOnly" : "0"
}
}
}
}
}
public static MsProblem GetMsNewEquation(MsId ms, uint modelKey, MsFormulaTransformSlice inpVar, MsFormulaTransformSlice outVar)
{
var getMsOp = new GetMs();
// Задаём параметры выполнения операции
getMsOp.tMs = ms;
getMsOp.tArg = new GetMsArg()
{// Задаём параметры создания уравнения
execParams = new MsMdExecParams()
{
execCreateSimpleModel = new MsMdExecCreateSimpleModel()
{
doUseR = false,
kind = TsFormulaKind.LinearRegression,
inputEntryKeys = new long[]
{
(long)inpVar.k
//1
},
outputEntryKey = outVar.k
//outputEntryKey = 2
}
},
pattern = new MsMdPattern()
{
scenarios = ListOperation.Get,
period = true,
item = new MsItemPattern()
{ // Задаём ключ модели, содержащей уравнение
key = modelKey,
// Задаём шаблон извлечения данных модели
problem = new MsProblemPattern()
{
details = true,
scenarios = ListOperation.Get,
useSavedCoefficients = true,
// Задаём шаблон извлечения данных метамодели
metamodel = new MsMetaModelPattern()
{
calculationChain = ListOperation.Get,
mmParams = ListOperation.Get,
tag = true,
// Задаём шаблон извлечения данных цепочки расчёта
calcChainPattern = new MsCalculationChainPattern()
{
modelPattern = new MsModelPattern()
{ // Задаём шаблон извлечения данных метода расчёта модели
transform = new MsFormulaTransformPattern()
{
inputs = ListOperation.Get,
outputs = ListOperation.Get,
kind = true,
formulaCount = true,
formulas = new TsFormulaPattern()
{
method = new TsMethodPattern() { }
},
displayId = true,
equationsFormula = new TsFormulaPattern()
{
method = new TsMethodPattern()
},
series = ListOperation.Get,
displaySettings = true,
additionalAttributes = true,
calculationType = true,
calculationDirection = true,
// Задаём шаблон извлечения данных переменных модели
transformVariable = new MsFormulaTransformVariablePattern()
{
slices = ListOperation.Get,
transformSlice = new MsFormulaTransformSlicePattern()
{
selection = ListOperation.Get
}
}
},
stochastic = true,
calculationPeriod = true,
useModelPeriod = true,
useExistingData = true,
treatNullsAsZeros = true,
autoName = true,
period = true,
isExclusive = true,
useAutoPeriod = true,
generatedName = true
}
},
// Задаём шаблон извлечения данных для визуального построения метамодели
visualControllerPattern = new MsMetaModelVisualControllerPattern()
{
variableRubricatorKey = true,
levelFormat = MsLevelFormat.Short,
useSourceName = true
}
}
}
}
}
};
// Создаем прокси-объект для выполнения операции
var somClient = new SomPortTypeClient();
var result = somClient.GetMs(getMsOp);
var problem = result.meta.item.problemMd;
var mc = problem.metamodel.visualController;
Console.WriteLine("Ключ уравнения: " + mc.createSimpleModelResult.modelKey);
return problem;
}
См. также: