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"termToText" : "{MyOutputVavable|A[t]}",
"termToInnerText" : "@_1:0[]",
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{
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{
"type" : "None",
"lag" : "PrecidingValue",
"previousLag" : "-1",
"seasonality" : "None",
"dependence" : "Linear",
"K" : "3"
},
"slice" :
{
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{
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{
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{
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},
"aggregator" : "None",
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{
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{
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{
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}
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{
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{
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"aggregator" : "None",
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{
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}
}
},
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{
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},
"level" : "Year"
},
"lag" : "",
"key" : "1",
"termToText" : "{MyInputVavable[t]}",
"termToInnerText" : "@_2:0[]",
"termInfo" :
{
"k" : "4294967295",
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"inversion" :
{
"type" : "None",
"lag" : "PrecidingValue",
"previousLag" : "-1",
"seasonality" : "None",
"dependence" : "Linear",
"K" : "3"
},
"slice" :
{
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"n" : "MyInputVavable",
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},
"aggregator" : "None",
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"its" :
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},
"unitInfo" :
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}
},
"pairCorrelationMatrix" :
{
"data" :
{
"d" : "1"
}
}
},
"name" : "10 - X1 * 3.14",
"series" :
{
"addFactor" :
{
"k" : "4294967295"
}
},
"evaluateSeries" :
{
"its" :
{
"Item" :
{
"scenarioKey" : "4294967295",
"fact" :
{
"d" :
[
"3",
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"1.14285714",
"1",
"0.85714286",
"0.71428571",
"0.57142857",
"NaN"
]
},
"modelling" :
{
"d" :
[
"6.859999999999999",
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]
},
"residuals" :
{
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[
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},
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{
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]
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"indicators" :
{
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{
"it" :
[
{
"termToText" : "{MyInputVavable[t]}",
"serie" :
{
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"inversion" :
{
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"lag" : "PrecidingValue",
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"dependence" : "Linear",
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},
"dates" :
{
"it" :
[
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]
}
},
"inversionInfo" :
{
"type" : "None",
"lag" : "PrecidingValue",
"previousLag" : "-1",
"seasonality" : "None",
"dependence" : "Linear",
"K" : "3"
},
"doUseR" : "0",
"supportsR" : "0"
},
"calendarLevel" : "Year",
"outputSliceKey" : "0"
}
]
}
},
"displayId" : "0",
"series" :
{
"its" : ""
},
"kind" : "Simple",
"displaySettings" :
{
"displayTermsAs" : "Derive"
},
"additionalAttributes" : "",
"calculationType" : "Serie",
"calculationDirection" : "Forward"
},
"stochastic" : "0",
"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] = 10 - MyInputVavable[t] * 3.14",
"warnings" : "",
"readOnly" : "0"
}
}
}
},
"visualController" :
{
"userRPath" : "",
"isRExist" : "0"
},
"suppressEmptyFilter" :
{
"suppressEmpty" : "0",
"suppressEmptyArea" : "SerieBounds"
},
"readOnly" : "0",
"variableTestUseR" : "0",
"calculateIdentOnFact" : "0"
},
"useScenarios" : "0",
"readOnly" : "0"
}
}
}
}
}
public static MsCalculationChainEntry GetMsDeterm(MsId ms, ulong modelKey, ulong eqKey)
{
var getMsOp = new GetMs();
// Set operation execution parameters
getMsOp.tMs = ms;
getMsOp.tArg = new GetMsArg()
{ // Set data extraction pattern
pattern = new MsMdPattern()
{
obInst = false,
all = false,
item = new MsItemPattern()
{ // Specify calculated model key
key = modelKey,
problem = new MsProblemPattern()
{
metamodel = new MsMetaModelPattern()
{
calculationChain = ListOperation.Get,
calcChainPattern = new MsCalculationChainPattern()
{
// Specify calculated equation key
entryKeys = new long[] { (long)eqKey },
modelPattern = new MsModelPattern()
{
autoName = true,
calculationPeriod = true,
generatedName = true,
isExclusive = true,
period = true,
stochastic = true,
treatNullsAsZeros = true,
useAutoPeriod = true,
useExistingData = true,
useModelPeriod = true,
transform = new MsFormulaTransformPattern()
{
additionalAttributes = true,
calculationDirection = true,
calculationType = true,
displayId = true,
displaySettings = true,
formulaCount = true,
outputs = ListOperation.Get,
series = ListOperation.Get,
kind = true,
formulas = new TsFormulaPattern()
{
method = new TsMethodPattern()
{
series = true
}
},
equationsFormula = new TsFormulaPattern()
{
method = new TsMethodPattern() { }
},
transformVariable = new MsFormulaTransformVariablePattern()
{
slices = ListOperation.Get,
transformSlice = new MsFormulaTransformSlicePattern()
{
selection = ListOperation.Get
}
}
}
}
}
}
}
}
}, // Set equation calculation parameters
execParams = new MsMdExecParams()
{
k = 0,
execMethod = true,
execEvaluateSeries = true,
execPairCorrelationMatrix = true,
scenarioKeys = new long[] { },
modelKeys = new long[] { (long)eqKey }
}
};
// Create a proxy object for operation execution
var somClient = new SomPortTypeClient();
GetMsResult getMsResult = somClient.GetMs(getMsOp);
MsMetaModel meta = getMsResult.meta.item.problemMd.metamodel;
MsCalculationChainEntry chainEntry = meta.calculationChain.its.GetValue(0) as MsCalculationChainEntry;
// Display errors and warnings
MsModel eq = chainEntry.model;
if (eq.warnings != null)
{
Console.WriteLine("-- Warnings --");
Console.WriteLine("".PadRight(3) + printArray(eq.warnings));
}
if (eq.error == null) //Check if errors occurred on equation calculation
{ // Equation is calculated without errors, get calculation results
TsFormula formula = eq.transform.formulas.its.GetValue(0) as TsFormula;
TsDeterministicMethod determ = formula.method.deterministic;
Console.WriteLine("-- Input factors --");
Console.WriteLine("".PadRight(3) + printArray(determ.factsMatrix));
Console.WriteLine("-- Correlation matrix --");
MsPairCorrelationMatrix pm = determ.pairCorrelationMatrix;
if (pm.error != null) {Console.WriteLine("".PadRight(3) + "error: " + pm.error);}
Console.WriteLine("".PadRight(3) + printArray(pm.data));
// Get calculated values and display into console window
MsEvaluateSeriesResult seriesRes = formula.method.evaluateSeries;
printSeries(seriesRes);
}
else // Errors occurred on equation calculation
{
Console.WriteLine("-- Errors --");
Console.WriteLine(eq.error);
}
// Return the model that contains equation
return chainEntry;
}