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If not, see * * for a copy of the LGPLv3 License. * ************************************************************************/ // MARKER(update_precomp.py): autogen include statement, do not remove #include "precompiled_chart2.hxx" #include "LinearRegressionCurveCalculator.hxx" #include "macros.hxx" #include "RegressionCalculationHelper.hxx" #include #include using namespace ::com::sun::star; using ::rtl::OUString; using ::rtl::OUStringBuffer; namespace chart { LinearRegressionCurveCalculator::LinearRegressionCurveCalculator() : m_fSlope( 0.0 ), m_fIntercept( 0.0 ) { ::rtl::math::setNan( & m_fSlope ); ::rtl::math::setNan( & m_fIntercept ); } LinearRegressionCurveCalculator::~LinearRegressionCurveCalculator() {} // ____ XRegressionCurveCalculator ____ void SAL_CALL LinearRegressionCurveCalculator::recalculateRegression( const uno::Sequence< double >& aXValues, const uno::Sequence< double >& aYValues ) throw (uno::RuntimeException) { RegressionCalculationHelper::tDoubleVectorPair aValues( RegressionCalculationHelper::cleanup( aXValues, aYValues, RegressionCalculationHelper::isValid())); const size_t nMax = aValues.first.size(); if( nMax == 0 ) { ::rtl::math::setNan( & m_fSlope ); ::rtl::math::setNan( & m_fIntercept ); ::rtl::math::setNan( & m_fCorrelationCoeffitient ); return; } const double fN = static_cast< double >( nMax ); double fSumX = 0.0, fSumY = 0.0, fSumXSq = 0.0, fSumYSq = 0.0, fSumXY = 0.0; for( size_t i = 0; i < nMax; ++i ) { fSumX += aValues.first[i]; fSumY += aValues.second[i]; fSumXSq += aValues.first[i] * aValues.first[i]; fSumYSq += aValues.second[i] * aValues.second[i]; fSumXY += aValues.first[i] * aValues.second[i]; } m_fSlope = (fN * fSumXY - fSumX * fSumY) / ( fN * fSumXSq - fSumX * fSumX ); m_fIntercept = (fSumY - m_fSlope * fSumX) / fN; m_fCorrelationCoeffitient = ( fN * fSumXY - fSumX * fSumY ) / sqrt( ( fN * fSumXSq - fSumX * fSumX ) * ( fN * fSumYSq - fSumY * fSumY ) ); } double SAL_CALL LinearRegressionCurveCalculator::getCurveValue( double x ) throw (lang::IllegalArgumentException, uno::RuntimeException) { double fResult; ::rtl::math::setNan( & fResult ); if( ! ( ::rtl::math::isNan( m_fSlope ) || ::rtl::math::isNan( m_fIntercept ))) { fResult = m_fSlope * x + m_fIntercept; } return fResult; } uno::Sequence< geometry::RealPoint2D > SAL_CALL LinearRegressionCurveCalculator::getCurveValues( double min, double max, ::sal_Int32 nPointCount, const uno::Reference< chart2::XScaling >& xScalingX, const uno::Reference< chart2::XScaling >& xScalingY, ::sal_Bool bMaySkipPointsInCalculation ) throw (lang::IllegalArgumentException, uno::RuntimeException) { if( bMaySkipPointsInCalculation && isLinearScaling( xScalingX ) && isLinearScaling( xScalingY )) { // optimize result uno::Sequence< geometry::RealPoint2D > aResult( 2 ); aResult[0].X = min; aResult[0].Y = this->getCurveValue( min ); aResult[1].X = max; aResult[1].Y = this->getCurveValue( max ); return aResult; } return RegressionCurveCalculator::getCurveValues( min, max, nPointCount, xScalingX, xScalingY, bMaySkipPointsInCalculation ); } OUString LinearRegressionCurveCalculator::ImplGetRepresentation( const uno::Reference< util::XNumberFormatter >& xNumFormatter, ::sal_Int32 nNumberFormatKey ) const { OUStringBuffer aBuf( C2U( "f(x) = " )); bool bHaveSlope = false; if( m_fSlope != 0.0 ) { if( ::rtl::math::approxEqual( fabs( m_fSlope ), 1.0 )) { if( m_fSlope < 0 ) aBuf.append( UC_MINUS_SIGN ); } else aBuf.append( getFormattedString( xNumFormatter, nNumberFormatKey, m_fSlope )); aBuf.append( sal_Unicode( 'x' )); bHaveSlope = true; } if( bHaveSlope ) { if( m_fIntercept < 0.0 ) { aBuf.append( UC_SPACE ); aBuf.append( UC_MINUS_SIGN ); aBuf.append( UC_SPACE ); aBuf.append( getFormattedString( xNumFormatter, nNumberFormatKey, fabs( m_fIntercept ))); } else if( m_fIntercept > 0.0 ) { aBuf.appendAscii( RTL_CONSTASCII_STRINGPARAM( " + " )); aBuf.append( getFormattedString( xNumFormatter, nNumberFormatKey, m_fIntercept )); } } else { aBuf.append( getFormattedString( xNumFormatter, nNumberFormatKey, m_fIntercept )); } return aBuf.makeStringAndClear(); } } // namespace chart