Esempio n. 1
0
        public virtual void test_relativeTime()
        {
            SabrParametersSwaptionVolatilities prov = SabrParametersSwaptionVolatilities.of(NAME, CONV, DATE_TIME, PARAM);
            double test1 = prov.relativeTime(DATE_TIME);

            assertEquals(test1, 0d);
            double test2 = prov.relativeTime(DATE_TIME.plusYears(2));
            double test3 = prov.relativeTime(DATE_TIME.minusYears(2));

            assertEquals(test2, -test3, 1e-2);
        }
        private const double TOLERANCE_PRICE_CALIBRATION_LS = 5.0E-4;   // Calibration Least Square; result not exact

//JAVA TO C# CONVERTER TODO TASK: Most Java annotations will not have direct .NET equivalent attributes:
//ORIGINAL LINE: @Test public void normal_cube()
        public virtual void normal_cube()
        {
            double  beta         = 0.50;
            Surface betaSurface  = ConstantSurface.of("Beta", beta).withMetadata(DefaultSurfaceMetadata.builder().xValueType(ValueType.YEAR_FRACTION).yValueType(ValueType.YEAR_FRACTION).zValueType(ValueType.SABR_BETA).surfaceName("Beta").build());
            double  shift        = 0.0300;
            Surface shiftSurface = ConstantSurface.of("Shift", shift).withMetadata(DefaultSurfaceMetadata.builder().xValueType(ValueType.YEAR_FRACTION).yValueType(ValueType.YEAR_FRACTION).surfaceName("Shift").build());
            SabrParametersSwaptionVolatilities calibrated = SABR_CALIBRATION.calibrateWithFixedBetaAndShift(DEFINITION, CALIBRATION_TIME, DATA_SPARSE, MULTICURVE, betaSurface, shiftSurface);

            for (int looptenor = 0; looptenor < TENORS.size(); looptenor++)
            {
                double tenor = TENORS.get(looptenor).get(ChronoUnit.YEARS);
                for (int loopexpiry = 0; loopexpiry < EXPIRIES.size(); loopexpiry++)
                {
                    LocalDate     expiry         = EUR_FIXED_1Y_EURIBOR_6M.FloatingLeg.StartDateBusinessDayAdjustment.adjust(CALIBRATION_DATE.plus(EXPIRIES.get(loopexpiry)), REF_DATA);
                    LocalDate     effectiveDate  = EUR_FIXED_1Y_EURIBOR_6M.calculateSpotDateFromTradeDate(expiry, REF_DATA);
                    LocalDate     endDate        = effectiveDate.plus(TENORS.get(looptenor));
                    SwapTrade     swap           = EUR_FIXED_1Y_EURIBOR_6M.toTrade(CALIBRATION_DATE, effectiveDate, endDate, BuySell.BUY, 1.0, 0.0);
                    double        parRate        = SWAP_PRICER.parRate(swap.resolve(REF_DATA).Product, MULTICURVE);
                    ZonedDateTime expiryDateTime = expiry.atTime(11, 0).atZone(ZoneId.of("Europe/Berlin"));
                    double        time           = calibrated.relativeTime(expiryDateTime);
                    for (int loopmoney = 0; loopmoney < MONEYNESS.size(); loopmoney++)
                    {
                        if (!double.IsNaN(DATA_ARRAY_SPARSE[looptenor][loopexpiry][loopmoney]))
                        {
                            double strike        = parRate + MONEYNESS.get(loopmoney);
                            double volBlack      = calibrated.volatility(expiryDateTime, tenor, strike, parRate);
                            double priceComputed = BlackFormulaRepository.price(parRate + shift, parRate + MONEYNESS.get(loopmoney) + shift, time, volBlack, true);
                            double priceNormal   = NormalFormulaRepository.price(parRate, parRate + MONEYNESS.get(loopmoney), time, DATA_ARRAY_SPARSE[looptenor][loopexpiry][loopmoney], PutCall.CALL);
                            assertEquals(priceComputed, priceNormal, TOLERANCE_PRICE_CALIBRATION_LS);
                        }
                    }
                }
            }
        }
Esempio n. 3
0
//JAVA TO C# CONVERTER TODO TASK: Most Java annotations will not have direct .NET equivalent attributes:
//ORIGINAL LINE: @Test(enabled = true) public void log_normal_atm()
        public virtual void log_normal_atm()
        {
            double  beta         = 0.50;
            Surface betaSurface  = ConstantSurface.of("Beta", beta).withMetadata(DefaultSurfaceMetadata.builder().xValueType(ValueType.YEAR_FRACTION).yValueType(ValueType.YEAR_FRACTION).zValueType(ValueType.SABR_BETA).surfaceName("Beta").build());
            double  shift        = 0.0000;
            Surface shiftSurface = ConstantSurface.of("Shift", shift).withMetadata(DefaultSurfaceMetadata.builder().xValueType(ValueType.YEAR_FRACTION).yValueType(ValueType.YEAR_FRACTION).surfaceName("Shift").build());
            SabrParametersSwaptionVolatilities calibratedSmile = SABR_CALIBRATION.calibrateWithFixedBetaAndShift(DEFINITION, CALIBRATION_TIME, DATA_SPARSE, MULTICURVE, betaSurface, shiftSurface);

            SabrParametersSwaptionVolatilities calibratedAtm = SABR_CALIBRATION.calibrateAlphaWithAtm(NAME_SABR, calibratedSmile, MULTICURVE, ATM_LOGNORMAL_SIMPLE, TENORS_SIMPLE, EXPIRIES_SIMPLE_2, INTERPOLATOR_2D);
            int nbExp   = EXPIRIES_SIMPLE_2.size();
            int nbTenor = TENORS_SIMPLE.size();

            for (int loopexpiry = 0; loopexpiry < nbExp; loopexpiry++)
            {
                for (int looptenor = 0; looptenor < nbTenor; looptenor++)
                {
                    double        tenor          = TENORS_SIMPLE.get(looptenor).get(ChronoUnit.YEARS);
                    LocalDate     expiry         = EUR_FIXED_1Y_EURIBOR_6M.FloatingLeg.StartDateBusinessDayAdjustment.adjust(CALIBRATION_DATE.plus(EXPIRIES_SIMPLE_2.get(loopexpiry)), REF_DATA);
                    LocalDate     effectiveDate  = EUR_FIXED_1Y_EURIBOR_6M.calculateSpotDateFromTradeDate(expiry, REF_DATA);
                    LocalDate     endDate        = effectiveDate.plus(TENORS_SIMPLE.get(looptenor));
                    SwapTrade     swap           = EUR_FIXED_1Y_EURIBOR_6M.toTrade(CALIBRATION_DATE, effectiveDate, endDate, BuySell.BUY, 1.0, 0.0);
                    double        parRate        = SWAP_PRICER.parRate(swap.resolve(REF_DATA).Product, MULTICURVE);
                    ZonedDateTime expiryDateTime = expiry.atTime(11, 0).atZone(ZoneId.of("Europe/Berlin"));
                    double        time           = calibratedAtm.relativeTime(expiryDateTime);
                    double        volBlack       = calibratedAtm.volatility(expiryDateTime, tenor, parRate, parRate);
                    double        priceComputed  = calibratedAtm.price(time, tenor, PutCall.CALL, parRate, parRate, volBlack);
                    double        priceBlack     = BlackFormulaRepository.price(parRate, parRate, time, DATA_LOGNORMAL_ATM_SIMPLE[looptenor + loopexpiry * nbTenor], true);
                    assertEquals(priceComputed, priceBlack, TOLERANCE_PRICE_CALIBRATION_ROOT);
                }
            }
        }
        //-------------------------------------------------------------------------
        public virtual void test_presentValue()
        {
            CurrencyAmount computedRec = SWAPTION_PRICER.presentValue(SWAPTION_REC_LONG, RATE_PROVIDER, VOLS);
            CurrencyAmount computedPay = SWAPTION_PRICER.presentValue(SWAPTION_PAY_SHORT, RATE_PROVIDER, VOLS);
            double         forward     = SWAP_PRICER.parRate(RSWAP_REC, RATE_PROVIDER);
            double         pvbp        = SWAP_PRICER.LegPricer.pvbp(RSWAP_REC.getLegs(SwapLegType.FIXED).get(0), RATE_PROVIDER);
            double         volatility  = VOLS.volatility(SWAPTION_REC_LONG.Expiry, TENOR_YEAR, RATE, forward);
            double         maturity    = VOLS.relativeTime(SWAPTION_REC_LONG.Expiry);
            double         expectedRec = pvbp * BlackFormulaRepository.price(forward + SwaptionSabrRateVolatilityDataSet.SHIFT, RATE + SwaptionSabrRateVolatilityDataSet.SHIFT, maturity, volatility, false);
            double         expectedPay = -pvbp *BlackFormulaRepository.price(forward + SwaptionSabrRateVolatilityDataSet.SHIFT, RATE + SwaptionSabrRateVolatilityDataSet.SHIFT, maturity, volatility, true);

            assertEquals(computedRec.Currency, USD);
            assertEquals(computedRec.Amount, expectedRec, NOTIONAL * TOL);
            assertEquals(computedPay.Currency, USD);
            assertEquals(computedPay.Amount, expectedPay, NOTIONAL * TOL);
        }
Esempio n. 5
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        public virtual void test_parameterSensitivity_multi()
        {
            double[] points1 = new double[] { 2.24, 3.45, -2.12, -0.56 };
            double[] points2 = new double[] { -0.145, 1.01, -5.0, -11.0 };
            double[] points3 = new double[] { 1.3, -4.32, 2.1, -7.18 };
            SabrParametersSwaptionVolatilities prov = SabrParametersSwaptionVolatilities.of(NAME, CONV, DATE_TIME, PARAM);
            double expiryTime0 = prov.relativeTime(TEST_OPTION_EXPIRY[0]);
            double expiryTime3 = prov.relativeTime(TEST_OPTION_EXPIRY[3]);

            for (int i = 0; i < NB_TEST; i++)
            {
                PointSensitivities             sensi1   = PointSensitivities.of(SwaptionSabrSensitivity.of(NAME, expiryTime0, TEST_TENOR[i], ALPHA, USD, points1[0]), SwaptionSabrSensitivity.of(NAME, expiryTime0, TEST_TENOR[i], BETA, USD, points1[1]), SwaptionSabrSensitivity.of(NAME, expiryTime0, TEST_TENOR[i], RHO, USD, points1[2]), SwaptionSabrSensitivity.of(NAME, expiryTime0, TEST_TENOR[i], NU, USD, points1[3]));
                PointSensitivities             sensi2   = PointSensitivities.of(SwaptionSabrSensitivity.of(NAME, expiryTime0, TEST_TENOR[i], ALPHA, USD, points2[0]), SwaptionSabrSensitivity.of(NAME, expiryTime0, TEST_TENOR[i], BETA, USD, points2[1]), SwaptionSabrSensitivity.of(NAME, expiryTime0, TEST_TENOR[i], RHO, USD, points2[2]), SwaptionSabrSensitivity.of(NAME, expiryTime0, TEST_TENOR[i], NU, USD, points2[3]));
                PointSensitivities             sensi3   = PointSensitivities.of(SwaptionSabrSensitivity.of(NAME, expiryTime3, TEST_TENOR[i], ALPHA, USD, points3[0]), SwaptionSabrSensitivity.of(NAME, expiryTime3, TEST_TENOR[i], BETA, USD, points3[1]), SwaptionSabrSensitivity.of(NAME, expiryTime3, TEST_TENOR[i], RHO, USD, points3[2]), SwaptionSabrSensitivity.of(NAME, expiryTime3, TEST_TENOR[i], NU, USD, points3[3]));
                PointSensitivities             sensis   = sensi1.combinedWith(sensi2).combinedWith(sensi3).normalized();
                CurrencyParameterSensitivities computed = prov.parameterSensitivity(sensis);
                CurrencyParameterSensitivities expected = prov.parameterSensitivity(sensi1).combinedWith(prov.parameterSensitivity(sensi2)).combinedWith(prov.parameterSensitivity(sensi3));
                DoubleArrayMath.fuzzyEquals(computed.getSensitivity(PARAM.AlphaSurface.Name, USD).Sensitivity.toArray(), expected.getSensitivity(PARAM.AlphaSurface.Name, USD).Sensitivity.toArray(), TOLERANCE_VOL);
                DoubleArrayMath.fuzzyEquals(computed.getSensitivity(PARAM.BetaSurface.Name, USD).Sensitivity.toArray(), expected.getSensitivity(PARAM.BetaSurface.Name, USD).Sensitivity.toArray(), TOLERANCE_VOL);
                DoubleArrayMath.fuzzyEquals(computed.getSensitivity(PARAM.RhoSurface.Name, USD).Sensitivity.toArray(), expected.getSensitivity(PARAM.RhoSurface.Name, USD).Sensitivity.toArray(), TOLERANCE_VOL);
                DoubleArrayMath.fuzzyEquals(computed.getSensitivity(PARAM.NuSurface.Name, USD).Sensitivity.toArray(), expected.getSensitivity(PARAM.NuSurface.Name, USD).Sensitivity.toArray(), TOLERANCE_VOL);
            }
        }
Esempio n. 6
0
        public virtual void test_volatility()
        {
            SabrParametersSwaptionVolatilities prov = SabrParametersSwaptionVolatilities.of(NAME, CONV, DATE_TIME, PARAM);

            for (int i = 0; i < NB_TEST; i++)
            {
                for (int j = 0; j < NB_STRIKE; ++j)
                {
                    double expiryTime  = prov.relativeTime(TEST_OPTION_EXPIRY[i]);
                    double volExpected = PARAM.volatility(expiryTime, TEST_TENOR[i], TEST_STRIKE[j], TEST_FORWARD);
                    double volComputed = prov.volatility(TEST_OPTION_EXPIRY[i], TEST_TENOR[i], TEST_STRIKE[j], TEST_FORWARD);
                    assertEquals(volComputed, volExpected, TOLERANCE_VOL);
                }
            }
        }
Esempio n. 7
0
        public virtual void test_parameterSensitivity()
        {
            double alphaSensi = 2.24, betaSensi = 3.45, rhoSensi = -2.12, nuSensi = -0.56;
            SabrParametersSwaptionVolatilities prov = SabrParametersSwaptionVolatilities.of(NAME, CONV, DATE_TIME, PARAM);

            for (int i = 0; i < NB_TEST; i++)
            {
                double                         expiryTime             = prov.relativeTime(TEST_OPTION_EXPIRY[i]);
                PointSensitivities             point                  = PointSensitivities.of(SwaptionSabrSensitivity.of(NAME, expiryTime, TEST_TENOR[i], ALPHA, USD, alphaSensi), SwaptionSabrSensitivity.of(NAME, expiryTime, TEST_TENOR[i], BETA, USD, betaSensi), SwaptionSabrSensitivity.of(NAME, expiryTime, TEST_TENOR[i], RHO, USD, rhoSensi), SwaptionSabrSensitivity.of(NAME, expiryTime, TEST_TENOR[i], NU, USD, nuSensi));
                CurrencyParameterSensitivities sensiComputed          = prov.parameterSensitivity(point);
                UnitParameterSensitivity       alphaSensitivities     = prov.Parameters.AlphaSurface.zValueParameterSensitivity(expiryTime, TEST_TENOR[i]);
                UnitParameterSensitivity       betaSensitivities      = prov.Parameters.BetaSurface.zValueParameterSensitivity(expiryTime, TEST_TENOR[i]);
                UnitParameterSensitivity       rhoSensitivities       = prov.Parameters.RhoSurface.zValueParameterSensitivity(expiryTime, TEST_TENOR[i]);
                UnitParameterSensitivity       nuSensitivities        = prov.Parameters.NuSurface.zValueParameterSensitivity(expiryTime, TEST_TENOR[i]);
                CurrencyParameterSensitivity   alphaSensiObj          = sensiComputed.getSensitivity(SwaptionSabrRateVolatilityDataSet.META_ALPHA.SurfaceName, USD);
                CurrencyParameterSensitivity   betaSensiObj           = sensiComputed.getSensitivity(SwaptionSabrRateVolatilityDataSet.META_BETA_USD.SurfaceName, USD);
                CurrencyParameterSensitivity   rhoSensiObj            = sensiComputed.getSensitivity(SwaptionSabrRateVolatilityDataSet.META_RHO.SurfaceName, USD);
                CurrencyParameterSensitivity   nuSensiObj             = sensiComputed.getSensitivity(SwaptionSabrRateVolatilityDataSet.META_NU.SurfaceName, USD);
                DoubleArray                    alphaNodeSensiComputed = alphaSensiObj.Sensitivity;
                DoubleArray                    betaNodeSensiComputed  = betaSensiObj.Sensitivity;
                DoubleArray                    rhoNodeSensiComputed   = rhoSensiObj.Sensitivity;
                DoubleArray                    nuNodeSensiComputed    = nuSensiObj.Sensitivity;
                assertEquals(alphaSensitivities.Sensitivity.size(), alphaNodeSensiComputed.size());
                assertEquals(betaSensitivities.Sensitivity.size(), betaNodeSensiComputed.size());
                assertEquals(rhoSensitivities.Sensitivity.size(), rhoNodeSensiComputed.size());
                assertEquals(nuSensitivities.Sensitivity.size(), nuNodeSensiComputed.size());
                for (int k = 0; k < alphaNodeSensiComputed.size(); ++k)
                {
                    assertEquals(alphaNodeSensiComputed.get(k), alphaSensitivities.Sensitivity.get(k) * alphaSensi, TOLERANCE_VOL);
                }
                for (int k = 0; k < betaNodeSensiComputed.size(); ++k)
                {
                    assertEquals(betaNodeSensiComputed.get(k), betaSensitivities.Sensitivity.get(k) * betaSensi, TOLERANCE_VOL);
                }
                for (int k = 0; k < rhoNodeSensiComputed.size(); ++k)
                {
                    assertEquals(rhoNodeSensiComputed.get(k), rhoSensitivities.Sensitivity.get(k) * rhoSensi, TOLERANCE_VOL);
                }
                for (int k = 0; k < nuNodeSensiComputed.size(); ++k)
                {
                    assertEquals(nuNodeSensiComputed.get(k), nuSensitivities.Sensitivity.get(k) * nuSensi, TOLERANCE_VOL);
                }
            }
        }
        //-------------------------------------------------------------------------
        /// <summary>
        /// Runs the calibration of swaptions and print the calibrated smile results on the console.
        /// </summary>
        /// <param name="args">  -s to use the sparse data, i.e. a cube with missing data points </param>
        public static void Main(string[] args)
        {
            // select data
            TenorRawOptionData data = DATA_FULL;

            if (args.Length > 0)
            {
                if (args[0].Equals("-s"))
                {
                    data = DATA_SPARSE;
                }
            }
            Console.WriteLine("Start calibration");
            double          beta         = 0.50;
            SurfaceMetadata betaMetadata = DefaultSurfaceMetadata.builder().xValueType(ValueType.YEAR_FRACTION).yValueType(ValueType.YEAR_FRACTION).zValueType(ValueType.SABR_BETA).surfaceName("Beta").build();
            Surface         betaSurface  = ConstantSurface.of(betaMetadata, beta);
            double          shift        = 0.0300;
            Surface         shiftSurface = ConstantSurface.of("Shift", shift);
            SabrParametersSwaptionVolatilities calibrated = SABR_CALIBRATION.calibrateWithFixedBetaAndShift(DEFINITION, CALIBRATION_TIME, data, MULTICURVE, betaSurface, shiftSurface);

            Console.WriteLine("End calibration");
            /* Graph calibration */
            int    nbStrikesGraph = 50;
            double moneyMin       = -0.0250;
            double moneyMax       = +0.0300;

            double[] moneyGraph = new double[nbStrikesGraph + 1];
            for (int i = 0; i < nbStrikesGraph + 1; i++)
            {
                moneyGraph[i] = moneyMin + i * (moneyMax - moneyMin) / nbStrikesGraph;
            }
//JAVA TO C# CONVERTER NOTE: The following call to the 'RectangularArrays' helper class reproduces the rectangular array initialization that is automatic in Java:
//ORIGINAL LINE: double[][][] strikesGraph = new double[NB_TENORS][NB_EXPIRIES][nbStrikesGraph + 1];
            double[][][] strikesGraph = RectangularArrays.ReturnRectangularDoubleArray(NB_TENORS, NB_EXPIRIES, nbStrikesGraph + 1);
//JAVA TO C# CONVERTER NOTE: The following call to the 'RectangularArrays' helper class reproduces the rectangular array initialization that is automatic in Java:
//ORIGINAL LINE: double[][][] volLNGraph = new double[NB_TENORS][NB_EXPIRIES][nbStrikesGraph + 1];
            double[][][] volLNGraph = RectangularArrays.ReturnRectangularDoubleArray(NB_TENORS, NB_EXPIRIES, nbStrikesGraph + 1);
//JAVA TO C# CONVERTER NOTE: The following call to the 'RectangularArrays' helper class reproduces the rectangular array initialization that is automatic in Java:
//ORIGINAL LINE: double[][][] volNGraph = new double[NB_TENORS][NB_EXPIRIES][nbStrikesGraph + 1];
            double[][][] volNGraph = RectangularArrays.ReturnRectangularDoubleArray(NB_TENORS, NB_EXPIRIES, nbStrikesGraph + 1);
//JAVA TO C# CONVERTER NOTE: The following call to the 'RectangularArrays' helper class reproduces the rectangular array initialization that is automatic in Java:
//ORIGINAL LINE: double[][] parRate = new double[NB_TENORS][NB_EXPIRIES];
            double[][] parRate = RectangularArrays.ReturnRectangularDoubleArray(NB_TENORS, NB_EXPIRIES);
            for (int looptenor = 0; looptenor < TENORS.size(); looptenor++)
            {
                double tenor = TENORS.get(looptenor).get(ChronoUnit.YEARS);
                for (int loopexpiry = 0; loopexpiry < EXPIRIES.size(); loopexpiry++)
                {
                    LocalDate expiry        = EUR_FIXED_1Y_EURIBOR_6M.FloatingLeg.StartDateBusinessDayAdjustment.adjust(CALIBRATION_DATE.plus(EXPIRIES.get(loopexpiry)), REF_DATA);
                    LocalDate effectiveDate = EUR_FIXED_1Y_EURIBOR_6M.calculateSpotDateFromTradeDate(expiry, REF_DATA);
                    LocalDate endDate       = effectiveDate.plus(TENORS.get(looptenor));
                    SwapTrade swap          = EUR_FIXED_1Y_EURIBOR_6M.toTrade(CALIBRATION_DATE, effectiveDate, endDate, BuySell.BUY, 1.0, 0.0);
                    parRate[looptenor][loopexpiry] = SWAP_PRICER.parRate(swap.resolve(REF_DATA).Product, MULTICURVE);
                    ZonedDateTime expiryDateTime = expiry.atTime(11, 0).atZone(ZoneId.of("Europe/Berlin"));
                    double        time           = calibrated.relativeTime(expiryDateTime);
                    for (int i = 0; i < nbStrikesGraph + 1; i++)
                    {
                        strikesGraph[looptenor][loopexpiry][i] = parRate[looptenor][loopexpiry] + moneyGraph[i];
                        volLNGraph[looptenor][loopexpiry][i]   = calibrated.volatility(expiryDateTime, tenor, strikesGraph[looptenor][loopexpiry][i], parRate[looptenor][loopexpiry]);
                        volNGraph[looptenor][loopexpiry][i]    = NormalFormulaRepository.impliedVolatilityFromBlackApproximated(parRate[looptenor][loopexpiry] + shift, strikesGraph[looptenor][loopexpiry][i] + shift, time, volLNGraph[looptenor][loopexpiry][i]);
                    }
                }
            }

            /* Graph export */
            string svn = "Moneyness";

            for (int looptenor = 0; looptenor < TENORS.size(); looptenor++)
            {
                for (int loopexpiry = 0; loopexpiry < EXPIRIES.size(); loopexpiry++)
                {
                    svn = svn + ", Strike_" + EXPIRIES.get(loopexpiry).ToString() + "x" + TENORS.get(looptenor).ToString() + ", NormalVol_" + EXPIRIES.get(loopexpiry).ToString() + "x" + TENORS.get(looptenor).ToString();
                }
            }
            svn = svn + "\n";
            for (int i = 0; i < nbStrikesGraph + 1; i++)
            {
                svn = svn + moneyGraph[i];
                for (int looptenor = 0; looptenor < TENORS.size(); looptenor++)
                {
                    for (int loopexpiry = 0; loopexpiry < EXPIRIES.size(); loopexpiry++)
                    {
                        svn = svn + ", " + strikesGraph[looptenor][loopexpiry][i];
                        svn = svn + ", " + volNGraph[looptenor][loopexpiry][i];
                    }
                }
                svn = svn + "\n";
            }
            Console.WriteLine(svn);
        }
Esempio n. 9
0
        /// <summary>
        /// Check that the sensitivities of parameters with respect to data is stored in the metadata.
        /// Compare the sensitivities to a finite difference approximation.
        /// This test is relatively slow as it calibrates the full surface multiple times.
        /// </summary>
//JAVA TO C# CONVERTER TODO TASK: Most Java annotations will not have direct .NET equivalent attributes:
//ORIGINAL LINE: @Test public void log_normal_cube_sensitivity()
        public virtual void log_normal_cube_sensitivity()
        {
            double  beta         = 1.0;
            Surface betaSurface  = ConstantSurface.of("Beta", beta).withMetadata(DefaultSurfaceMetadata.builder().xValueType(ValueType.YEAR_FRACTION).yValueType(ValueType.YEAR_FRACTION).zValueType(ValueType.SABR_BETA).surfaceName("Beta").build());
            double  shift        = 0.0000;
            Surface shiftSurface = ConstantSurface.of("Shift", shift).withMetadata(DefaultSurfaceMetadata.builder().xValueType(ValueType.YEAR_FRACTION).yValueType(ValueType.YEAR_FRACTION).surfaceName("Shift").build());
            SabrParametersSwaptionVolatilities calibrated = SABR_CALIBRATION.calibrateWithFixedBetaAndShift(DEFINITION, CALIBRATION_TIME, DATA_SPARSE, MULTICURVE, betaSurface, shiftSurface);
            double fdShift = 1.0E-5;

            SurfaceMetadata alphaMetadata = calibrated.Parameters.AlphaSurface.Metadata;
            Optional <IList <ParameterMetadata> > alphaParameterMetadataOption = alphaMetadata.ParameterMetadata;

            assertTrue(alphaParameterMetadataOption.Present);
            IList <ParameterMetadata>             alphaParameterMetadata     = alphaParameterMetadataOption.get();
            IList <DoubleArray>                   alphaJacobian              = calibrated.DataSensitivityAlpha.get();
            SurfaceMetadata                       rhoMetadata                = calibrated.Parameters.RhoSurface.Metadata;
            Optional <IList <ParameterMetadata> > rhoParameterMetadataOption = rhoMetadata.ParameterMetadata;

            assertTrue(rhoParameterMetadataOption.Present);
            IList <ParameterMetadata>             rhoParameterMetadata      = rhoParameterMetadataOption.get();
            IList <DoubleArray>                   rhoJacobian               = calibrated.DataSensitivityRho.get();
            SurfaceMetadata                       nuMetadata                = calibrated.Parameters.NuSurface.Metadata;
            Optional <IList <ParameterMetadata> > nuParameterMetadataOption = nuMetadata.ParameterMetadata;

            assertTrue(nuParameterMetadataOption.Present);
            IList <ParameterMetadata> nuParameterMetadata = nuParameterMetadataOption.get();
            IList <DoubleArray>       nuJacobian          = calibrated.DataSensitivityNu.get();

            int surfacePointIndex = 0;

            for (int loopexpiry = 0; loopexpiry < EXPIRIES.Count; loopexpiry++)
            {
                for (int looptenor = 0; looptenor < TENORS.Count; looptenor++)
                {
                    Tenor         tenor                = TENORS[looptenor];
                    double        tenorYears           = tenor.get(ChronoUnit.YEARS);
                    LocalDate     expiry               = EUR_FIXED_1Y_EURIBOR_6M.FloatingLeg.StartDateBusinessDayAdjustment.adjust(CALIBRATION_DATE.plus(EXPIRIES[loopexpiry]), REF_DATA);
                    ZonedDateTime expiryDateTime       = expiry.atTime(11, 0).atZone(ZoneId.of("Europe/Berlin"));
                    double        time                 = calibrated.relativeTime(expiryDateTime);
                    Pair <DoubleArray, DoubleArray> ds = DATA_SPARSE.getData(tenor).availableSmileAtExpiry(EXPIRIES[loopexpiry]);
                    if (!ds.First.Empty)
                    {
                        int availableDataIndex = 0;

                        ParameterMetadata alphaPM = alphaParameterMetadata[surfacePointIndex];
                        assertTrue(alphaPM is SwaptionSurfaceExpiryTenorParameterMetadata);
                        SwaptionSurfaceExpiryTenorParameterMetadata pmAlphaSabr = (SwaptionSurfaceExpiryTenorParameterMetadata)alphaPM;
                        assertEquals(tenorYears, pmAlphaSabr.Tenor);
                        assertEquals(time, pmAlphaSabr.YearFraction, TOLERANCE_EXPIRY);
                        DoubleArray       alphaSensitivityToData = alphaJacobian[surfacePointIndex];
                        ParameterMetadata rhoPM = rhoParameterMetadata[surfacePointIndex];
                        assertTrue(rhoPM is SwaptionSurfaceExpiryTenorParameterMetadata);
                        SwaptionSurfaceExpiryTenorParameterMetadata pmRhoSabr = (SwaptionSurfaceExpiryTenorParameterMetadata)rhoPM;
                        assertEquals(tenorYears, pmRhoSabr.Tenor);
                        assertEquals(time, pmRhoSabr.YearFraction, TOLERANCE_EXPIRY);
                        DoubleArray       rhoSensitivityToData = rhoJacobian[surfacePointIndex];
                        ParameterMetadata nuPM = nuParameterMetadata[surfacePointIndex];
                        assertTrue(nuPM is SwaptionSurfaceExpiryTenorParameterMetadata);
                        SwaptionSurfaceExpiryTenorParameterMetadata pmNuSabr = (SwaptionSurfaceExpiryTenorParameterMetadata)nuPM;
                        assertEquals(tenorYears, pmNuSabr.Tenor);
                        assertEquals(time, pmNuSabr.YearFraction, TOLERANCE_EXPIRY);
                        DoubleArray nuSensitivityToData = nuJacobian[surfacePointIndex];

                        for (int loopmoney = 0; loopmoney < MONEYNESS.size(); loopmoney++)
                        {
                            if (!double.IsNaN(DATA_LOGNORMAL[looptenor][loopexpiry][loopmoney]))
                            {
                                double[] alphaShifted = new double[2];
                                double[] rhoShifted   = new double[2];
                                double[] nuShifted    = new double[2];
                                for (int loopsign = 0; loopsign < 2; loopsign++)
                                {
                                    TenorRawOptionData dataShifted = SabrSwaptionCalibratorSmileTestUtils.rawDataShiftPoint(TENORS, EXPIRIES, ValueType.SIMPLE_MONEYNESS, MONEYNESS, ValueType.BLACK_VOLATILITY, DATA_LOGNORMAL, looptenor, loopexpiry, loopmoney, (2 * loopsign - 1) * fdShift);
                                    SabrParametersSwaptionVolatilities calibratedShifted = SABR_CALIBRATION.calibrateWithFixedBetaAndShift(DEFINITION, CALIBRATION_TIME, dataShifted, MULTICURVE, betaSurface, shiftSurface);
                                    alphaShifted[loopsign] = calibratedShifted.Parameters.AlphaSurface.zValue(time, tenorYears);
                                    rhoShifted[loopsign]   = calibratedShifted.Parameters.RhoSurface.zValue(time, tenorYears);
                                    nuShifted[loopsign]    = calibratedShifted.Parameters.NuSurface.zValue(time, tenorYears);
                                }
                                double alphaSensitivityComputed = alphaSensitivityToData.get(availableDataIndex);
                                double alphaSensitivityExpected = (alphaShifted[1] - alphaShifted[0]) / (2 * fdShift);
                                checkAcceptable(alphaSensitivityComputed, alphaSensitivityExpected, TOLERANCE_PARAM_SENSITIVITY, "Alpha: " + looptenor + " / " + loopexpiry + " / " + loopmoney);
                                double rhoSensitivityComputed = rhoSensitivityToData.get(availableDataIndex);
                                double rhoSensitivityExpected = (rhoShifted[1] - rhoShifted[0]) / (2 * fdShift);
                                checkAcceptable(rhoSensitivityComputed, rhoSensitivityExpected, TOLERANCE_PARAM_SENSITIVITY, "Rho: " + looptenor + " / " + loopexpiry + " / " + loopmoney);
                                double nuSensitivityComputed = nuSensitivityToData.get(availableDataIndex);
                                double nuSensitivityExpected = (nuShifted[1] - nuShifted[0]) / (2 * fdShift);
                                checkAcceptable(nuSensitivityComputed, nuSensitivityExpected, TOLERANCE_PARAM_SENSITIVITY, "Nu: " + looptenor + " / " + loopexpiry + " / " + loopmoney);
                                availableDataIndex++;
                            }
                        }
                        surfacePointIndex++;
                    }
                }
            }
        }