Расчёт метода «Фильтр Ходрика-Прескотта»

SOAP-запрос:

<s:Envelope xmlns:s="http://schemas.xmlsoap.org/soap/envelope/">

<s:Body xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema">

<GetMs xmlns="http://www.prognoz.ru/PP.SOM.Som">

<tMs xmlns="">

  <id>PELGIOLKGDNBFOAEMPCPNCBIABJENAHENIJLOHGDPPOCJNCA!M!S!CBHOPGCMKGDNBFOAECKKFBPJGBCNNGAHENIINDPGAMOCGIBAG</id>

  </tMs>

<tArg xmlns="">

<pattern>

  <obInst>false</obInst>

  <all>false</all>

<item>

  <key>89669</key>

<problem>

<metamodel>

  <calculationChain>Get</calculationChain>

<calcChainPattern>

<modelPattern>

<transform>

  <outputs>Get</outputs>

  <formulaCount>true</formulaCount>

<formulas>

<method>

  <series>true</series>

  </method>

  </formulas>

  <displayId>true</displayId>

<equationsFormula>

  <method />

  </equationsFormula>

  <series>Get</series>

  <kind>true</kind>

  <displaySettings>true</displaySettings>

  <additionalAttributes>true</additionalAttributes>

  <calculationType>true</calculationType>

  <calculationDirection>true</calculationDirection>

<transformVariable>

  <slices>Get</slices>

<transformSlice>

  <selection>Get</selection>

  </transformSlice>

  </transformVariable>

  </transform>

  <stochastic>true</stochastic>

  <calculationPeriod>true</calculationPeriod>

  <useModelPeriod>true</useModelPeriod>

  <useExistingData>true</useExistingData>

  <treatNullsAsZeros>true</treatNullsAsZeros>

  <autoName>true</autoName>

  <generatedName>true</generatedName>

  <period>true</period>

  <isExclusive>true</isExclusive>

  <useAutoPeriod>true</useAutoPeriod>

  </modelPattern>

<entryKeys>

  <l>4</l>

  </entryKeys>

  </calcChainPattern>

  </metamodel>

  </problem>

  </item>

  </pattern>

<execParams>

  <k>0</k>

<modelKeys>

  <l>4</l>

  </modelKeys>

  <scenarioKeys />

  <execMethod>true</execMethod>

  <execEvaluateSeries>true</execEvaluateSeries>

  </execParams>

  </tArg>

  </GetMs>

  </s:Body>

  </s:Envelope>

SOAP-ответ:

<soapenv:Envelope xmlns:soapenv="http://schemas.xmlsoap.org/soap/envelope/">

<soapenv:Body>

<GetMsResult xmlns="http://www.prognoz.ru/PP.SOM.Som" xmlns:q1="http://www.prognoz.ru/PP.SOM.Som" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">

<id xmlns="">

  <id>PELGIOLKGDNBFOAEMPCPNCBIABJENAHENIJLOHGDPPOCJNCA!M!S!CBHOPGCMKGDNBFOAECKKFBPJGBCNNGAHENIINDPGAMOCGIBAG</id>

  </id>

<meta xmlns="">

<item>

  <k>89669</k>

  <id>MODEL_NEW</id>

  <n>MODEL_NEW</n>

  <vis>1</vis>

  <type>Problem</type>

<problemMd>

<metamodel>

  <k>89670</k>

<calculationChain>

<its>

<Item>

  <k>4</k>

  <id>OBJ4</id>

  <n>MyOutputVavable|A[t] = HPFilter(MyInputVavable[t], Лямбда = 100.000), (От родителя)-(От родителя)</n>

  <vis>1</vis>

  <type>Model</type>

  <excluded>0</excluded>

  <graphMeta />

<model>

<transform>

<outputs>

<its>

<Item>

  <k>1</k>

  <id>VARIABLES_89670</id>

  <n>Variables</n>

  <vis>1</vis>

<slices>

<its>

<Item>

  <k>0</k>

  <id>MyOutputVavable|A</id>

  <n>MyOutputVavable|A</n>

  <vis>1</vis>

  <variableKey>1</variableKey>

  <stubKey>89671</stubKey>

<selections>

<its>

<Item>

<id>

  <id>89683</id>

  </id>

  <variant>2</variant>

  </Item>

  </its>

  </selections>

  <aggregator>None</aggregator>

<parametrizedDimensions>

<its>

<Item>

  <dimension>0</dimension>

  <parameter>0</parameter>

  </Item>

  </its>

  </parametrizedDimensions>

<unitInfo>

  <unit>4294967295</unit>

  <measure>4294967295</measure>

  <baseUnit>4294967295</baseUnit>

  <unitsDimensionKey>0</unitsDimensionKey>

  </unitInfo>

  <level>Year</level>

  </Item>

  </its>

  </slices>

  <variableStubKey>89671</variableStubKey>

  <parameterID />

  <kind>Stub</kind>

  <attributeId />

  <attributeType>Series</attributeType>

  </Item>

  </its>

  </outputs>

  <formulaCount>1</formulaCount>

<formulas>

<its>

<it>

  <k>0</k>

  <kind>HodrickPrescottFilter</kind>

<method>

<hodrickPrescottFilter>

<missingData>

  <specifiedVector />

  <method>None</method>

  <methodParameter>5</methodParameter>

  <specifiedValue>0</specifiedValue>

<specifiedTerm>

  <k>4294967295</k>

  </specifiedTerm>

  </missingData>

  <smoothingParameter>100</smoothingParameter>

  <smoothingParameterMode>EditDirectly</smoothingParameterMode>

  <power>2</power>

  <smSmoothingParameter>100</smSmoothingParameter>

<explained>

<slice>

  <k>0</k>

  <id>MyOutputVavable|A</id>

  <n>MyOutputVavable|A</n>

  <vis>1</vis>

  <variableKey>1</variableKey>

  <stubKey>89671</stubKey>

<selections>

<its>

<Item>

<id>

  <id>89683</id>

  </id>

  <variant>2</variant>

  </Item>

  </its>

  </selections>

  <aggregator>None</aggregator>

<parametrizedDimensions>

<its>

<Item>

  <dimension>0</dimension>

  <parameter>0</parameter>

  </Item>

  </its>

  </parametrizedDimensions>

<unitInfo>

  <unit>4294967295</unit>

  <measure>4294967295</measure>

  <baseUnit>4294967295</baseUnit>

  <unitsDimensionKey>0</unitsDimensionKey>

  </unitInfo>

  <level>Year</level>

  </slice>

  <lag />

  <key>0</key>

  <termToText>{MyOutputVavable|A[t]}</termToText>

  <termToInnerText>@_1:0[]</termToInnerText>

<termInfo>

  <k>4294967295</k>

  <lag>0</lag>

<inversion>

  <type>None</type>

  <lag>PrecidingValue</lag>

  <previousLag>-1</previousLag>

  <seasonality>None</seasonality>

  <dependence>Linear</dependence>

  <K>3</K>

  </inversion>

<slice>

  <k>0</k>

  <id>MyOutputVavable|A</id>

  <n>MyOutputVavable|A</n>

  <vis>1</vis>

  <variableKey>1</variableKey>

  <stubKey>89671</stubKey>

<selections>

<its>

<Item>

<id>

  <id>89683</id>

  </id>

  <variant>2</variant>

  </Item>

  </its>

  </selections>

  <aggregator>None</aggregator>

<parametrizedDimensions>

<its>

<Item>

  <dimension>0</dimension>

  <parameter>0</parameter>

  </Item>

  </its>

  </parametrizedDimensions>

<unitInfo>

  <unit>4294967295</unit>

  <measure>4294967295</measure>

  <baseUnit>4294967295</baseUnit>

  <unitsDimensionKey>0</unitsDimensionKey>

  </unitInfo>

  <level>Year</level>

  </slice>

  <date>1899-12-30</date>

  </termInfo>

<unitInfo>

  <unit>4294967295</unit>

  <measure>4294967295</measure>

  <baseUnit>4294967295</baseUnit>

  <unitsDimensionKey>0</unitsDimensionKey>

  </unitInfo>

  <included>0</included>

  </explained>

  </hodrickPrescottFilter>

  <name>HPFilter(X, Лямбда = 100.000)</name>

<series>

<input>

  <k>4294967295</k>

  <lag>0</lag>

<inversion>

  <type>None</type>

  <lag>PrecidingValue</lag>

  <previousLag>-1</previousLag>

  <seasonality>None</seasonality>

  <dependence>Linear</dependence>

  <K>3</K>

  </inversion>

<slice>

  <k>0</k>

  <id>1</id>

  <n>MyInputVavable</n>

  <vis>1</vis>

  <variableKey>2</variableKey>

  <stubKey>89671</stubKey>

<selections>

<its>

<Item>

<id>

  <id>89683</id>

  </id>

  <variant>1</variant>

  </Item>

  </its>

  </selections>

  <aggregator>None</aggregator>

<parametrizedDimensions>

<its>

<Item>

  <dimension>0</dimension>

  <parameter>0</parameter>

  </Item>

  </its>

  </parametrizedDimensions>

<unitInfo>

  <unit>4294967295</unit>

  <measure>4294967295</measure>

  <baseUnit>4294967295</baseUnit>

  <unitsDimensionKey>0</unitsDimensionKey>

  </unitInfo>

  <level>Year</level>

  </slice>

  <date>1899-12-30</date>

  </input>

  </series>

<evaluateSeries>

<its>

<Item>

  <scenarioKey>4294967295</scenarioKey>

<fact>

  <d>1</d>

  <d>4</d>

  <d>2</d>

  <d>7</d>

  <d>7.5</d>

  <d>9.1</d>

  <d>10.7</d>

  <d>12.3</d>

  <d>13.9</d>

  <d>15.5</d>

  <d>17.1</d>

  <d>18.7</d>

  <d>20.3</d>

  <d>21.9</d>

  <d>23.5</d>

  <d>25.1</d>

  <d>26.7</d>

  <d>28.3</d>

  <d>29.9</d>

  <d>31.5</d>

  <d>33.1</d>

  <d>34.7</d>

  <d>36.3</d>

  <d>37.9</d>

  <d>39.5</d>

  <d>41.1</d>

  <d>NaN</d>

  <d>NaN</d>

  <d>NaN</d>

  </fact>

<modelling>

  <d>1.110301648779354</d>

  <d>2.702470023930953</d>

  <d>4.293535382594759</d>

  <d>5.895370008043668</d>

  <d>7.496910829724635</d>

  <d>9.098141077004177</d>

  <d>10.69907487095158</d>

  <d>12.29974492186606</d>

  <d>13.90019319133736</d>

  <d>15.50046419173652</d>

  <d>17.10060050352123</d>

  <d>18.70064006523181</d>

  <d>20.30061481037338</d>

  <d>21.90055027179873</d>

  <d>23.50046583425696</d>

  <d>25.10037537977917</d>

  <d>26.70028813205387</d>

  <d>28.30020956097182</d>

  <d>29.90014225510319</d>

  <d>31.50008670740845</d>

  <d>33.10004198829701</d>

  <d>34.7000063011042</d>

  <d>36.29997742928238</d>

  <d>37.89995309327283</d>

  <d>39.49993123922401</d>

  <d>41.09991028235167</d>

  <d>NaN</d>

  <d>NaN</d>

  <d>NaN</d>

  </modelling>

<residuals>

  <d>-0.1103016487793536</d>

  <d>1.297529976069047</d>

  <d>-2.293535382594759</d>

  <d>1.104629991956332</d>

  <d>0.003089170275365483</d>

  <d>0.001858922995822354</d>

  <d>0.0009251290484222352</d>

  <d>0.0002550781339358821</d>

  <d>-0.000193191337361398</d>

  <d>-0.0004641917365209025</d>

  <d>-0.0006005035212304222</d>

  <d>-0.0006400652318099276</d>

  <d>-0.0006148103733742971</d>

  <d>-0.0005502717987297956</d>

  <d>-0.0004658342569570095</d>

  <d>-0.0003753797791645752</d>

  <d>-0.00028813205387479</d>

  <d>-0.0002095609718217872</d>

  <d>-0.0001422551031957653</d>

  <d>-8.670740845317937e-05</d>

  <d>-4.198829700641227e-05</d>

  <d>-6.301104193084939e-06</d>

  <d>2.257071761846419e-05</d>

  <d>4.690672717089228e-05</d>

  <d>6.876077598860775e-05</d>

  <d>8.971764832921281e-05</d>

  <d>NaN</d>

  <d>NaN</d>

  <d>NaN</d>

  </residuals>

<input>

  <d>3</d>

  <d>7</d>

  <d>2</d>

  <d>6</d>

  <d>4</d>

  <d>1</d>

  <d>5</d>

  <d>3.42857143</d>

  <d>3.28571429</d>

  <d>3.14285714</d>

  <d>3</d>

  <d>2.85714286</d>

  <d>2.71428571</d>

  <d>2.57142857</d>

  <d>2.42857143</d>

  <d>2.28571429</d>

  <d>2.14285714</d>

  <d>2</d>

  <d>1.85714286</d>

  <d>1.71428571</d>

  <d>1.57142857</d>

  <d>1.42857143</d>

  <d>1.28571429</d>

  <d>1.14285714</d>

  <d>1</d>

  <d>0.85714286</d>

  <d>0.71428571</d>

  <d>0.57142857</d>

  <d>NaN</d>

  <d>NaN</d>

  <d>NaN</d>

  </input>

<factors>

  <its />

  </factors>

  </Item>

  </its>

<dates>

  <it>1990A1</it>

  <it>1991A1</it>

  <it>1992A1</it>

  <it>1993A1</it>

  <it>1994A1</it>

  <it>1995A1</it>

  <it>1996A1</it>

  <it>1997A1</it>

  <it>1998A1</it>

  <it>1999A1</it>

  <it>2000A1</it>

  <it>2001A1</it>

  <it>2002A1</it>

  <it>2003A1</it>

  <it>2004A1</it>

  <it>2005A1</it>

  <it>2006A1</it>

  <it>2007A1</it>

  <it>2008A1</it>

  <it>2009A1</it>

  <it>2010A1</it>

  <it>2011A1</it>

  <it>2012A1</it>

  <it>2013A1</it>

  <it>2014A1</it>

  <it>2015A1</it>

  <it>2016A1</it>

  <it>2017A1</it>

  <it>2018A1</it>

  <it>2019A1</it>

  <it>2020A1</it>

  </dates>

  </evaluateSeries>

<inversionInfo>

  <type>None</type>

  <lag>PrecidingValue</lag>

  <previousLag>-1</previousLag>

  <seasonality>None</seasonality>

  <dependence>Linear</dependence>

  <K>3</K>

  </inversionInfo>

  <doUseR>0</doUseR>

  <supportsR>1</supportsR>

  </method>

  <calendarLevel>Year</calendarLevel>

  <outputSliceKey>0</outputSliceKey>

  </it>

  </its>

  </formulas>

  <displayId>0</displayId>

<series>

  <its />

  </series>

  <kind>Simple</kind>

<displaySettings>

  <displayTermsAs>Derive</displayTermsAs>

  </displaySettings>

  <additionalAttributes />

  <calculationType>Serie</calculationType>

  <calculationDirection>Forward</calculationDirection>

  </transform>

  <stochastic>0</stochastic>

  <calculationPeriod>Forecast</calculationPeriod>

  <useModelPeriod>1</useModelPeriod>

  <useExistingData>0</useExistingData>

  <treatNullsAsZeros>0</treatNullsAsZeros>

  <autoName>1</autoName>

<period>

  <identificationStartDate>1990-01-01</identificationStartDate>

  <identificationEndDate>2018-04-24</identificationEndDate>

  <forecastStartDate>2018-04-25</forecastStartDate>

  <forecastEndDate>2020-01-01</forecastEndDate>

  <identificationStartDateParamID />

  <identificationEndDateParamID />

  <forecastStartDateParamID />

  <forecastEndDateParamID />

  <autoPeriod>28672</autoPeriod>

  <identificationStartOffset>0</identificationStartOffset>

  <identificationEndOffset>0</identificationEndOffset>

  <forecastEndOffset>0</forecastEndOffset>

  <isIdentStartCorrect>1</isIdentStartCorrect>

  <isIdentEndCorrect>1</isIdentEndCorrect>

  <isForecastEndCorrect>1</isForecastEndCorrect>

  </period>

  <isExclusive>1</isExclusive>

  <useAutoPeriod>1</useAutoPeriod>

  <generatedName>MyOutputVavable|A[t] = HPFilter(MyInputVavable[t], Лямбда = 100.000)</generatedName>

  <warnings />

  <readOnly>0</readOnly>

  </model>

  </Item>

  </its>

  </calculationChain>

<visualController>

  <userRPath />

  <isRExist>0</isRExist>

  </visualController>

<suppressEmptyFilter>

  <suppressEmpty>0</suppressEmpty>

  <suppressEmptyArea>SerieBounds</suppressEmptyArea>

  </suppressEmptyFilter>

  <readOnly>0</readOnly>

  <variableTestUseR>0</variableTestUseR>

  <calculateIdentOnFact>0</calculateIdentOnFact>

  </metamodel>

  <useScenarios>0</useScenarios>

  <readOnly>0</readOnly>

  </problemMd>

  </item>

  </meta>

  </GetMsResult>

  </soapenv:Body>

  </soapenv:Envelope>

JSON-запрос:

{
 "GetMs" : 
  {
   "tMs" : 
    {
     "id" : "PELGIOLKGDNBFOAEMPCPNCBIABJENAHENIJLOHGDPPOCJNCA!M!S!CBHOPGCMKGDNBFOAECKKFBPJGBCNNGAHENIINDPGAMOCGIBAG"
    },
   "tArg" : 
    {
     "pattern" : 
      {
       "obInst" : "false",
       "all" : "false",
       "item" : 
        {
         "key" : "89669",
         "problem" : 
          {
           "metamodel" : 
            {
             "calculationChain" : "Get",
             "calcChainPattern" : 
              {
               "modelPattern" : 
                {
                 "transform" : 
                  {
                   "outputs" : "Get",
                   "formulaCount" : "true",
                   "formulas" : 
                    {
                     "method" : 
                      {
                       "series" : "true"
                      }
                    },
                   "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"
                },
               "entryKeys" : 
                {
                 "l" : "4"
                }
              }
            }
          }
        }
      },
     "execParams" : 
      {
       "k" : "0",
       "modelKeys" : 
        {
         "l" : "4"
        },
       "scenarioKeys" : "",
       "execMethod" : "true",
       "execEvaluateSeries" : "true"
      }
    }
  }
}

JSON-ответ:

{
 "GetMsResult" : 
  {
   "id" : 
    {
     "id" : "PELGIOLKGDNBFOAEMPCPNCBIABJENAHENIJLOHGDPPOCJNCA!M!S!CBHOPGCMKGDNBFOAECKKFBPJGBCNNGAHENIINDPGAMOCGIBAG"
    },
   "meta" : 
    {
     "item" : 
      {
       "k" : "89669",
       "id" : "MODEL_NEW",
       "n" : "MODEL_NEW",
       "vis" : "1",
       "type" : "Problem",
       "problemMd" : 
        {
         "metamodel" : 
          {
           "k" : "89670",
           "calculationChain" : 
            {
             "its" : 
              {
               "Item" : 
                {
                 "k" : "4",
                 "id" : "OBJ4",
                 "n" : "MyOutputVavable|A[t] = HPFilter(MyInputVavable[t], Лямбда = 100.000), (От родителя)-(От родителя)",
                 "vis" : "1",
                 "type" : "Model",
                 "excluded" : "0",
                 "graphMeta" : "",
                 "model" : 
                  {
                   "transform" : 
                    {
                     "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" : "HodrickPrescottFilter",
                             "method" : 
                              {
                               "hodrickPrescottFilter" : 
                                {
                                 "missingData" : 
                                  {
                                   "specifiedVector" : "",
                                   "method" : "None",
                                   "methodParameter" : "5",
                                   "specifiedValue" : "0",
                                   "specifiedTerm" : 
                                    {
                                     "k" : "4294967295"
                                    }
                                  },
                                 "smoothingParameter" : "100",
                                 "smoothingParameterMode" : "EditDirectly",
                                 "power" : "2",
                                 "smSmoothingParameter" : "100",
                                 "explained" : 
                                  {
                                   "slice" : 
                                    {
                                     "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"
                                    },
                                   "lag" : "",
                                   "key" : "0",
                                   "termToText" : "{MyOutputVavable|A[t]}",
                                   "termToInnerText" : "@_1:0[]",
                                   "termInfo" : 
                                    {
                                     "k" : "4294967295",
                                     "lag" : "0",
                                     "inversion" : 
                                      {
                                       "type" : "None",
                                       "lag" : "PrecidingValue",
                                       "previousLag" : "-1",
                                       "seasonality" : "None",
                                       "dependence" : "Linear",
                                       "K" : "3"
                                      },
                                     "slice" : 
                                      {
                                       "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"
                                      },
                                     "date" : "1899-12-30"
                                    },
                                   "unitInfo" : 
                                    {
                                     "unit" : "4294967295",
                                     "measure" : "4294967295",
                                     "baseUnit" : "4294967295",
                                     "unitsDimensionKey" : "0"
                                    },
                                   "included" : "0"
                                  }
                                },
                               "name" : "HPFilter(X, Лямбда = 100.000)",
                               "series" : 
                                {
                                 "input" : 
                                  {
                                   "k" : "4294967295",
                                   "lag" : "0",
                                   "inversion" : 
                                    {
                                     "type" : "None",
                                     "lag" : "PrecidingValue",
                                     "previousLag" : "-1",
                                     "seasonality" : "None",
                                     "dependence" : "Linear",
                                     "K" : "3"
                                    },
                                   "slice" : 
                                    {
                                     "k" : "0",
                                     "id" : "1",
                                     "n" : "MyInputVavable",
                                     "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"
                                    },
                                   "date" : "1899-12-30"
                                  }
                                },
                               "evaluateSeries" : 
                                {
                                 "its" : 
                                  {
                                   "Item" : 
                                    {
                                     "scenarioKey" : "4294967295",
                                     "fact" : 
                                      {
                                       "d" : 
                                        [
                                          "1",
                                          "4",
                                          "2",
                                          "7",
                                          "7.5",
                                          "9.1",
                                          "10.7",
                                          "12.3",
                                          "13.9",
                                          "15.5",
                                          "17.1",
                                          "18.7",
                                          "20.3",
                                          "21.9",
                                          "23.5",
                                          "25.1",
                                          "26.7",
                                          "28.3",
                                          "29.9",
                                          "31.5",
                                          "33.1",
                                          "34.7",
                                          "36.3",
                                          "37.9",
                                          "39.5",
                                          "41.1",
                                          "NaN",
                                          "NaN",
                                          "NaN"
                                        ]
                                      },
                                     "modelling" : 
                                      {
                                       "d" : 
                                        [
                                          "1.110301648779354",
                                          "2.702470023930953",
                                          "4.293535382594759",
                                          "5.895370008043668",
                                          "7.496910829724635",
                                          "9.098141077004177",
                                          "10.69907487095158",
                                          "12.29974492186606",
                                          "13.90019319133736",
                                          "15.50046419173652",
                                          "17.10060050352123",
                                          "18.70064006523181",
                                          "20.30061481037338",
                                          "21.90055027179873",
                                          "23.50046583425696",
                                          "25.10037537977917",
                                          "26.70028813205387",
                                          "28.30020956097182",
                                          "29.90014225510319",
                                          "31.50008670740845",
                                          "33.10004198829701",
                                          "34.7000063011042",
                                          "36.29997742928238",
                                          "37.89995309327283",
                                          "39.49993123922401",
                                          "41.09991028235167",
                                          "NaN",
                                          "NaN",
                                          "NaN"
                                        ]
                                      },
                                     "residuals" : 
                                      {
                                       "d" : 
                                        [
                                          "-0.1103016487793536",
                                          "1.297529976069047",
                                          "-2.293535382594759",
                                          "1.104629991956332",
                                          "0.003089170275365483",
                                          "0.001858922995822354",
                                          "0.0009251290484222352",
                                          "0.0002550781339358821",
                                          "-0.000193191337361398",
                                          "-0.0004641917365209025",
                                          "-0.0006005035212304222",
                                          "-0.0006400652318099276",
                                          "-0.0006148103733742971",
                                          "-0.0005502717987297956",
                                          "-0.0004658342569570095",
                                          "-0.0003753797791645752",
                                          "-0.00028813205387479",
                                          "-0.0002095609718217872",
                                          "-0.0001422551031957653",
                                          "-8.670740845317937e-05",
                                          "-4.198829700641227e-05",
                                          "-6.301104193084939e-06",
                                          "2.257071761846419e-05",
                                          "4.690672717089228e-05",
                                          "6.876077598860775e-05",
                                          "8.971764832921281e-05",
                                          "NaN",
                                          "NaN",
                                          "NaN"
                                        ]
                                      },
                                     "input" : 
                                      {
                                       "d" : 
                                        [
                                          "3",
                                          "7",
                                          "2",
                                          "6",
                                          "4",
                                          "1",
                                          "5",
                                          "3.42857143",
                                          "3.28571429",
                                          "3.14285714",
                                          "3",
                                          "2.85714286",
                                          "2.71428571",
                                          "2.57142857",
                                          "2.42857143",
                                          "2.28571429",
                                          "2.14285714",
                                          "2",
                                          "1.85714286",
                                          "1.71428571",
                                          "1.57142857",
                                          "1.42857143",
                                          "1.28571429",
                                          "1.14285714",
                                          "1",
                                          "0.85714286",
                                          "0.71428571",
                                          "0.57142857",
                                          "NaN",
                                          "NaN",
                                          "NaN"
                                        ]
                                      },
                                     "factors" : 
                                      {
                                       "its" : ""
                                      }
                                    }
                                  },
                                 "dates" : 
                                  {
                                   "it" : 
                                    [
                                      "1990A1",
                                      "1991A1",
                                      "1992A1",
                                      "1993A1",
                                      "1994A1",
                                      "1995A1",
                                      "1996A1",
                                      "1997A1",
                                      "1998A1",
                                      "1999A1",
                                      "2000A1",
                                      "2001A1",
                                      "2002A1",
                                      "2003A1",
                                      "2004A1",
                                      "2005A1",
                                      "2006A1",
                                      "2007A1",
                                      "2008A1",
                                      "2009A1",
                                      "2010A1",
                                      "2011A1",
                                      "2012A1",
                                      "2013A1",
                                      "2014A1",
                                      "2015A1",
                                      "2016A1",
                                      "2017A1",
                                      "2018A1",
                                      "2019A1",
                                      "2020A1"
                                    ]
                                  }
                                },
                               "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" : "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] = HPFilter(MyInputVavable[t], Лямбда = 100.000)",
                   "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 GetMsHpf(MsId ms, ulong modelKey, ulong eqKey)
{
    var getMsOp = new GetMs();
    // Задаем параметры выполнения операции
    getMsOp.tMs = ms;
    getMsOp.tArg = new GetMsArg()
    {  // Задаем шаблон извлечения данных
        pattern = new MsMdPattern()
        {
            obInst = false,
            all = false,
            item = new MsItemPattern()
            {  // Указываем ключ рассчитываемой модели
                key = modelKey,
                problem = new MsProblemPattern()
                {
                    metamodel = new MsMetaModelPattern()
                    {
                        calculationChain = ListOperation.Get,
                        calcChainPattern = new MsCalculationChainPattern()
                        {
                            // Указываем ключ рассчитываемого уравнения
                            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
                                        }
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }, // Задаем параметры расчёта уравнения
        execParams = new MsMdExecParams()
        {
            k = 0,
            execMethod = true,
            execEvaluateSeries = true,
            scenarioKeys = new long[] { },
            modelKeys = new long[] { (long)eqKey }
        }
    };
    // Создаем прокси-объект для выполнения операции
    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;
    // Выводим ошибки и предупреждения
    MsModel eq = chainEntry.model;
    if (eq.warnings != null)
    {
        Console.WriteLine("-- Предупреждения --");
        Console.WriteLine("".PadRight(3) + printArray(eq.warnings));
    }
    if (eq.error == null) //Проверяем, возникли ли ошибки при расчёте уравнения
    {   // Уравнение рассчитано без ошибок 
        // Получаем результаты расчёта   
        TsFormula formula = eq.transform.formulas.its.GetValue(0) as TsFormula;
        TsHodrickPrescottFilterMethod hpf = formula.method.hodrickPrescottFilter;
        // Получаем значение параметра сглаживания и выводим в окно консоли
        Console.WriteLine("-- Параметр сглаживания --");
        Console.WriteLine(hpf.smSmoothingParameter);
        // Получаем рассчитанные значения и выводим в окно консоли
        MsEvaluateSeriesResult seriesRes = formula.method.evaluateSeries;
        printSeries(seriesRes);
    }
    else // При расчёте уравнения возникли ошибки
    {
        Console.WriteLine("-- Ошибки --");
        Console.WriteLine(eq.error);
    }
    // Возвращаем модель, содержащую уравнение
    return chainEntry;
}