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;
}
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