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@ -26,11 +26,11 @@ using namespace mcsv1sdk;
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class Add_regr_r2_ToUDAFMap
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{
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public:
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Add_regr_r2_ToUDAFMap()
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{
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UDAFMap::getMap()["regr_r2"] = new regr_r2();
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}
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public:
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Add_regr_r2_ToUDAFMap()
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{
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UDAFMap::getMap()["regr_r2"] = new regr_r2();
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}
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};
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static Add_regr_r2_ToUDAFMap addToMap;
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@ -38,143 +38,139 @@ static Add_regr_r2_ToUDAFMap addToMap;
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// Use the simple data model
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struct regr_r2_data
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{
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uint64_t cnt;
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long double sumx;
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long double sumx2; // sum of (x squared)
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long double sumy;
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long double sumy2; // sum of (y squared)
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long double sumxy; // sum of x * y
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uint64_t cnt;
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long double sumx;
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long double sumx2; // sum of (x squared)
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long double sumy;
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long double sumy2; // sum of (y squared)
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long double sumxy; // sum of x * y
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};
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mcsv1_UDAF::ReturnCode regr_r2::init(mcsv1Context* context,
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ColumnDatum* colTypes)
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mcsv1_UDAF::ReturnCode regr_r2::init(mcsv1Context* context, ColumnDatum* colTypes)
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{
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if (context->getParameterCount() != 2)
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{
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// The error message will be prepended with
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// "The storage engine for the table doesn't support "
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context->setErrorMessage("regr_r2() with other than 2 arguments");
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return mcsv1_UDAF::ERROR;
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}
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if (!(isNumeric(colTypes[0].dataType) && isNumeric(colTypes[1].dataType)))
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{
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// The error message will be prepended with
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// "The storage engine for the table doesn't support "
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context->setErrorMessage("regr_r2() with non-numeric arguments");
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return mcsv1_UDAF::ERROR;
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}
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context->setUserDataSize(sizeof(regr_r2_data));
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context->setResultType(execplan::CalpontSystemCatalog::DOUBLE);
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context->setColWidth(8);
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context->setScale(DECIMAL_NOT_SPECIFIED);
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context->setPrecision(0);
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context->setRunFlag(mcsv1sdk::UDAF_IGNORE_NULLS);
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return mcsv1_UDAF::SUCCESS;
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if (context->getParameterCount() != 2)
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{
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// The error message will be prepended with
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// "The storage engine for the table doesn't support "
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context->setErrorMessage("regr_r2() with other than 2 arguments");
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return mcsv1_UDAF::ERROR;
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}
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if (!(isNumeric(colTypes[0].dataType) && isNumeric(colTypes[1].dataType)))
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{
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// The error message will be prepended with
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// "The storage engine for the table doesn't support "
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context->setErrorMessage("regr_r2() with non-numeric arguments");
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return mcsv1_UDAF::ERROR;
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}
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context->setUserDataSize(sizeof(regr_r2_data));
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context->setResultType(execplan::CalpontSystemCatalog::DOUBLE);
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context->setColWidth(8);
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context->setScale(DECIMAL_NOT_SPECIFIED);
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context->setPrecision(0);
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context->setRunFlag(mcsv1sdk::UDAF_IGNORE_NULLS);
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return mcsv1_UDAF::SUCCESS;
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}
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mcsv1_UDAF::ReturnCode regr_r2::reset(mcsv1Context* context)
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{
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struct regr_r2_data* data = (struct regr_r2_data*)context->getUserData()->data;
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data->cnt = 0;
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data->sumx = 0.0;
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data->sumx2 = 0.0;
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data->sumy = 0.0;
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data->sumy2 = 0.0;
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data->sumxy = 0.0;
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return mcsv1_UDAF::SUCCESS;
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struct regr_r2_data* data = (struct regr_r2_data*)context->getUserData()->data;
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data->cnt = 0;
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data->sumx = 0.0;
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data->sumx2 = 0.0;
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data->sumy = 0.0;
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data->sumy2 = 0.0;
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data->sumxy = 0.0;
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return mcsv1_UDAF::SUCCESS;
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}
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mcsv1_UDAF::ReturnCode regr_r2::nextValue(mcsv1Context* context, ColumnDatum* valsIn)
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{
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double valy = toDouble(valsIn[0]);
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double valx = toDouble(valsIn[1]);
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struct regr_r2_data* data = (struct regr_r2_data*)context->getUserData()->data;
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double valy = toDouble(valsIn[0]);
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double valx = toDouble(valsIn[1]);
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struct regr_r2_data* data = (struct regr_r2_data*)context->getUserData()->data;
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data->sumy += valy;
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data->sumy2 += valy*valy;
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data->sumy += valy;
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data->sumy2 += valy * valy;
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data->sumx += valx;
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data->sumx2 += valx*valx;
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data->sumx += valx;
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data->sumx2 += valx * valx;
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data->sumxy += valx*valy;
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data->sumxy += valx * valy;
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++data->cnt;
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return mcsv1_UDAF::SUCCESS;
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++data->cnt;
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return mcsv1_UDAF::SUCCESS;
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}
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mcsv1_UDAF::ReturnCode regr_r2::subEvaluate(mcsv1Context* context, const UserData* userDataIn)
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{
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if (!userDataIn)
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{
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return mcsv1_UDAF::SUCCESS;
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}
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struct regr_r2_data* outData = (struct regr_r2_data*)context->getUserData()->data;
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struct regr_r2_data* inData = (struct regr_r2_data*)userDataIn->data;
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outData->sumx += inData->sumx;
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outData->sumx2 += inData->sumx2;
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outData->sumy += inData->sumy;
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outData->sumy2 += inData->sumy2;
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outData->sumxy += inData->sumxy;
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outData->cnt += inData->cnt;
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if (!userDataIn)
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{
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return mcsv1_UDAF::SUCCESS;
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}
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struct regr_r2_data* outData = (struct regr_r2_data*)context->getUserData()->data;
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struct regr_r2_data* inData = (struct regr_r2_data*)userDataIn->data;
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outData->sumx += inData->sumx;
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outData->sumx2 += inData->sumx2;
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outData->sumy += inData->sumy;
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outData->sumy2 += inData->sumy2;
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outData->sumxy += inData->sumxy;
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outData->cnt += inData->cnt;
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return mcsv1_UDAF::SUCCESS;
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}
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mcsv1_UDAF::ReturnCode regr_r2::evaluate(mcsv1Context* context, static_any::any& valOut)
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{
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struct regr_r2_data* data = (struct regr_r2_data*)context->getUserData()->data;
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double N = data->cnt;
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if (N > 1)
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{
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long double sumx = data->sumx;
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long double sumy = data->sumy;
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long double sumx2 = data->sumx2;
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long double sumy2 = data->sumy2;
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long double sumxy = data->sumxy;
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struct regr_r2_data* data = (struct regr_r2_data*)context->getUserData()->data;
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double N = data->cnt;
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if (N > 1)
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{
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long double sumx = data->sumx;
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long double sumy = data->sumy;
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long double sumx2 = data->sumx2;
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long double sumy2 = data->sumy2;
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long double sumxy = data->sumxy;
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long double var_popx = (sumx2 - (sumx * sumx / N)) / N;
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if (var_popx <= 0) // Catch -0
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{
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// When var_popx is 0, NULL is the result.
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return mcsv1_UDAF::SUCCESS;
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}
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double var_popy = (sumy2 - (sumy * sumy / N)) / N;
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if (var_popy <= 0) // Catch -0
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{
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// When var_popy is 0, 1 is the result
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valOut = 1.0;
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return mcsv1_UDAF::SUCCESS;
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}
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long double std_popx = sqrt(var_popx);
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long double std_popy = sqrt(var_popy);
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long double covar_pop = (sumxy - ((sumx * sumy) / N)) / N;
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long double corr = covar_pop / (std_popy * std_popx);
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valOut = static_cast<double>(corr * corr);
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long double var_popx = (sumx2 - (sumx * sumx / N)) / N;
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if (var_popx <= 0) // Catch -0
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{
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// When var_popx is 0, NULL is the result.
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return mcsv1_UDAF::SUCCESS;
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}
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return mcsv1_UDAF::SUCCESS;
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double var_popy = (sumy2 - (sumy * sumy / N)) / N;
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if (var_popy <= 0) // Catch -0
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{
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// When var_popy is 0, 1 is the result
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valOut = 1.0;
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return mcsv1_UDAF::SUCCESS;
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}
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long double std_popx = sqrt(var_popx);
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long double std_popy = sqrt(var_popy);
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long double covar_pop = (sumxy - ((sumx * sumy) / N)) / N;
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long double corr = covar_pop / (std_popy * std_popx);
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valOut = static_cast<double>(corr * corr);
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}
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return mcsv1_UDAF::SUCCESS;
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}
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mcsv1_UDAF::ReturnCode regr_r2::dropValue(mcsv1Context* context, ColumnDatum* valsDropped)
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{
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double valy = toDouble(valsDropped[0]);
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double valx = toDouble(valsDropped[1]);
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struct regr_r2_data* data = (struct regr_r2_data*)context->getUserData()->data;
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double valy = toDouble(valsDropped[0]);
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double valx = toDouble(valsDropped[1]);
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struct regr_r2_data* data = (struct regr_r2_data*)context->getUserData()->data;
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data->sumy -= valy;
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data->sumy2 -= valy*valy;
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data->sumy -= valy;
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data->sumy2 -= valy * valy;
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data->sumx -= valx;
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data->sumx2 -= valx*valx;
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data->sumx -= valx;
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data->sumx2 -= valx * valx;
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data->sumxy -= valx*valy;
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--data->cnt;
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data->sumxy -= valx * valy;
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--data->cnt;
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return mcsv1_UDAF::SUCCESS;
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return mcsv1_UDAF::SUCCESS;
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}
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