Exemplo n.º 1
0
def test_FinFXForward():

    #  https://stackoverflow.com/questions/48778712
    #  /fx-vanilla-call-price-in-quantlib-doesnt-match-bloomberg

    valuationDate = FinDate(13, 2, 2018)
    expiryDate = valuationDate.addMonths(12)
    # Forward is on EURUSD which is expressed as number of USD per EUR
    # ccy1 = EUR and ccy2 = USD
    forName = "EUR"
    domName = "USD"
    currencyPair = forName + domName  # Always ccy1ccy2
    spotFXRate = 1.300  # USD per EUR
    strikeFXRate = 1.365  # USD per EUR
    ccy1InterestRate = 0.02  # USD Rates
    ccy2InterestRate = 0.05  # EUR rates

    ###########################################################################

    spotDays = 0
    settlementDate = valuationDate.addWeekDays(spotDays)
    maturityDate = settlementDate.addMonths(12)
    notional = 100.0
    calendarType = FinCalendarTypes.TARGET

    depos = []
    fras = []
    swaps = []
    depositRate = ccy1InterestRate
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate,
                          FinDayCountTypes.ACT_360, notional, calendarType)
    depos.append(depo)
    forDiscountCurve = FinIborSingleCurve(valuationDate, depos, fras, swaps)

    depos = []
    fras = []
    swaps = []
    depositRate = ccy2InterestRate
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate,
                          FinDayCountTypes.ACT_360, notional, calendarType)
    depos.append(depo)
    domDiscountCurve = FinIborSingleCurve(valuationDate, depos, fras, swaps)

    notional = 100.0
    notionalCurrency = forName

    fxForward = FinFXForward(expiryDate, strikeFXRate, currencyPair, notional,
                             notionalCurrency)

    testCases.header("SPOT FX", "FX FWD", "VALUE_BS")

    fwdValue = fxForward.value(valuationDate, spotFXRate, domDiscountCurve,
                               forDiscountCurve)

    fwdFXRate = fxForward.forward(valuationDate, spotFXRate, domDiscountCurve,
                                  forDiscountCurve)

    testCases.print(spotFXRate, fwdFXRate, fwdValue)
Exemplo n.º 2
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def test_FinFXVanillaOptionBloombergExample():

    # Example Bloomberg Pricing at
    # https://stackoverflow.com/questions/48778712/fx-vanilla-call-price-in-quantlib-doesnt-match-bloomberg

    valueDate = FinDate(13, 2, 2018)
    expiryDate = FinDate(15, 2, 2019)

    # In BS the FX rate is the price in domestic of one unit of foreign
    # In case of EURUSD = 1.3 the domestic currency is USD and foreign is EUR
    # DOM = USD , FOR = EUR
    forName = "EUR"
    domName = "USD"
    forDepoRate = 0.05  # EUR
    domDepoRate = 0.02  # USD

    currencyPair = forName + domName  # Always FORDOM
    spotFXRate = 1.30
    strikeFXRate = 1.3650
    volatility = 0.20

    spotDays = 0
    settlementDate = valueDate.addWeekDays(spotDays)
    maturityDate = settlementDate.addMonths(12)
    notional = 1000000.0
    notionalCurrency = "EUR"
    calendarType = FinCalendarTypes.TARGET

    depos = []
    fras = []
    swaps = []
    depo = FinLiborDeposit(settlementDate, maturityDate, domDepoRate,
                           FinDayCountTypes.ACT_360, notional, calendarType)
    depos.append(depo)
    domDiscountCurve = FinLiborCurve(settlementDate, depos, fras, swaps)

    depos = []
    fras = []
    swaps = []
    depo = FinLiborDeposit(settlementDate, maturityDate, forDepoRate,
                           FinDayCountTypes.ACT_360, notional, calendarType)
    depos.append(depo)
    forDiscountCurve = FinLiborCurve(settlementDate, depos, fras, swaps)

    model = FinFXModelBlackScholes(volatility)

    callOption = FinFXVanillaOption(expiryDate, strikeFXRate, currencyPair,
                                    FinOptionTypes.EUROPEAN_CALL, notional,
                                    notionalCurrency, 2)

    value = callOption.value(valueDate, spotFXRate, domDiscountCurve,
                             forDiscountCurve, model)

    delta = callOption.delta(valueDate, spotFXRate, domDiscountCurve,
                             forDiscountCurve, model)

    testCases.header("value", "delta")
    testCases.print(value, delta)
Exemplo n.º 3
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def test_FinIborDepositsOnly():

    # I have used the following useful blog post by Ioannis Rigopoulos for this
    # https://blog.deriscope.com/index.php/en/yield-curve-excel-quantlib-deposit

    valuationDate = FinDate(2018, 2, 23)

    spotDays = 0
    settlementDate = valuationDate.addWeekDays(spotDays)

    depoDCCType = FinDayCountTypes.ACT_360
    notional = 100.0
    calendarType = FinCalendarTypes.TARGET
    depos = []

    # 1 month
    depositRate = 0.04
    maturityDate = settlementDate.addMonths(1)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate,
                           depoDCCType, notional, calendarType)
    depos.append(depo)

    # 2 months
    depositRate = 0.04
    maturityDate = settlementDate.addMonths(2)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate,
                           depoDCCType, notional, calendarType)
    depos.append(depo)

    # 6 months
    depositRate = 0.04
    maturityDate = settlementDate.addMonths(6)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate,
                           depoDCCType, notional, calendarType)
    depos.append(depo)

    # 1 year
    depositRate = 0.04
    maturityDate = settlementDate.addMonths(12)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate,
                           depoDCCType, notional, calendarType)
    depos.append(depo)

    fras = []
    swaps = []

    liborCurve = FinIborSingleCurve(valuationDate,
                                    depos,
                                    fras,
                                    swaps)

    testCases.header("LABEL", "DATE", "VALUE")

    ''' Check calibration '''
    for depo in depos:
        v = depo.value(settlementDate, liborCurve)
        testCases.print("DEPO", depo._maturityDate, v)
Exemplo n.º 4
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def test_FinIborFRAsOnly():

    # TO DO FIX THIS
    valuationDate = FinDate(2018, 2, 23)

    spotDays = 0
    settlementDate = valuationDate.addWeekDays(spotDays)

    depoDCCType = FinDayCountTypes.ACT_360
    notional = 100.0

    payFixed = True

    calendarType = FinCalendarTypes.TARGET
    fras = []

    # 1 x 4 FRA
    fraRate = 0.04
    fraSettlementDate = settlementDate.addMonths(1)
    fraMaturityDate = settlementDate.addMonths(4)
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate,
                      depoDCCType, notional, payFixed, calendarType)
    fras.append(fra)

    # 4 x 7 FRA
    fraRate = 0.08
    fraSettlementDate = settlementDate.addMonths(4)
    fraMaturityDate = settlementDate.addMonths(7)
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate,
                      depoDCCType, notional, payFixed, calendarType)
    fras.append(fra)

    depos = []
    swaps = []

    liborCurve = FinIborSingleCurve(valuationDate,
                                    depos,
                                    fras,
                                    swaps)

    testCases.header("DATE", "MATDATE", "VALUE")

    ''' Check calibration '''
    for fra in fras:
        v = fra.value(settlementDate, liborCurve)
        testCases.print("FRA:", fra._maturityDate, v)
def test_FinBondEmbeddedOptionQUANTLIB():

    # Based on example at the nice blog on Quantlib at
    # http://gouthamanbalaraman.com/blog/callable-bond-quantlib-python.html
    # I get a price of 68.97 for 1000 time steps which is higher than the
    # 68.38 found in blog article. But this is for 40 grid points.
    # Note also that a basis point vol of 0.120 is 12% which is VERY HIGH!

    valuationDate = FinDate(16, 8, 2016)
    settlementDate = valuationDate.addWeekDays(3)

    ###########################################################################

    discountCurve = FinDiscountCurveFlat(valuationDate, 0.035,
                                         FinFrequencyTypes.SEMI_ANNUAL)

    ###########################################################################

    issueDate = FinDate(15, 9, 2010)
    maturityDate = FinDate(15, 9, 2022)
    coupon = 0.025
    freqType = FinFrequencyTypes.QUARTERLY
    accrualType = FinDayCountTypes.ACT_ACT_ICMA
    bond = FinBond(issueDate, maturityDate, coupon, freqType, accrualType)

    ###########################################################################
    # Set up the call and put times and prices
    ###########################################################################

    nextCallDate = FinDate(15, 9, 2016)
    callDates = [nextCallDate]
    callPrices = [100.0]

    for i in range(1, 24):
        nextCallDate = nextCallDate.addMonths(3)
        callDates.append(nextCallDate)
        callPrices.append(100.0)

    putDates = []
    putPrices = []

    # the value used in blog of 12% bp vol is unrealistic
    sigma = 0.12  # basis point volatility
    a = 0.03

    puttableBond = FinBondEmbeddedOption(issueDate, maturityDate, coupon,
                                         freqType, accrualType, callDates,
                                         callPrices, putDates, putPrices)

    testCases.header("BOND PRICE", "PRICE")
    v = bond.cleanPriceFromDiscountCurve(settlementDate, discountCurve)
    testCases.print("Bond Pure Price:", v)

    testCases.header("TIME", "NumTimeSteps", "BondWithOption", "BondPure")
    timeSteps = range(100, 1000, 100)
    values = []
    for numTimeSteps in timeSteps:
        model = FinModelRatesHW(sigma, a, numTimeSteps)
        start = time.time()
        v = puttableBond.value(settlementDate, discountCurve, model)
        end = time.time()
        period = end - start
        testCases.print(period, numTimeSteps, v['bondwithoption'],
                        v['bondpure'])
        values.append(v['bondwithoption'])

    if plotGraphs:
        plt.figure()
        plt.title("Puttable Bond Price Convergence")
        plt.plot(timeSteps, values)
Exemplo n.º 6
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def test_FinIborCapFloor():

    todayDate = FinDate(20, 6, 2019)
    valuationDate = todayDate
    startDate = todayDate.addWeekDays(2)
    maturityDate = startDate.addTenor("1Y")
    liborCurve = test_FinIborDepositsAndSwaps(todayDate)

    # The capfloor has begun
    # lastFixing = 0.028

    ##########################################################################
    # COMPARISON OF MODELS
    ##########################################################################

    strikes = np.linspace(0.02, 0.08, 5)

    testCases.header("LABEL", "STRIKE", "BLK", "BLK_SHFTD", "SABR",
                     "SABR_SHFTD", "HW", "BACH")

    model1 = FinModelBlack(0.20)
    model2 = FinModelBlackShifted(0.25, 0.0)
    model3 = FinModelSABR(0.013, 0.5, 0.5, 0.5)
    model4 = FinModelSABRShifted(0.013, 0.5, 0.5, 0.5, -0.008)
    model5 = FinModelRatesHW(0.30, 0.01)
    model6 = FinModelBachelier(0.01)

    for k in strikes:
        capFloorType = FinCapFloorTypes.CAP
        capfloor = FinIborCapFloor(startDate, maturityDate, capFloorType, k)
        cvalue1 = capfloor.value(valuationDate, liborCurve, model1)
        cvalue2 = capfloor.value(valuationDate, liborCurve, model2)
        cvalue3 = capfloor.value(valuationDate, liborCurve, model3)
        cvalue4 = capfloor.value(valuationDate, liborCurve, model4)
        cvalue5 = capfloor.value(valuationDate, liborCurve, model5)
        cvalue6 = capfloor.value(valuationDate, liborCurve, model6)
        testCases.print("CAP", k, cvalue1, cvalue2, cvalue3, cvalue4, cvalue5, cvalue6)

    testCases.header("LABEL", "STRIKE", "BLK", "BLK_SHFTD", "SABR",
                     "SABR_SHFTD", "HW", "BACH")

    for k in strikes:
        capFloorType = FinCapFloorTypes.FLOOR
        capfloor = FinIborCapFloor(startDate, maturityDate, capFloorType, k)
        fvalue1 = capfloor.value(valuationDate, liborCurve, model1)
        fvalue2 = capfloor.value(valuationDate, liborCurve, model2)
        fvalue3 = capfloor.value(valuationDate, liborCurve, model3)
        fvalue4 = capfloor.value(valuationDate, liborCurve, model4)
        fvalue5 = capfloor.value(valuationDate, liborCurve, model5)
        fvalue6 = capfloor.value(valuationDate, liborCurve, model6)
        testCases.print("FLR", k, fvalue1, fvalue2, fvalue3, fvalue4, fvalue5, fvalue6)

###############################################################################
# PUT CALL CHECK
###############################################################################

    testCases.header("LABEL", "STRIKE", "BLK", "BLK_SHFTD", "SABR",
                     "SABR SHFTD", "HW", "BACH")

    for k in strikes:
        capFloorType = FinCapFloorTypes.CAP
        capfloor = FinIborCapFloor(startDate, maturityDate, capFloorType, k)
        cvalue1 = capfloor.value(valuationDate, liborCurve, model1)
        cvalue2 = capfloor.value(valuationDate, liborCurve, model2)
        cvalue3 = capfloor.value(valuationDate, liborCurve, model3)
        cvalue4 = capfloor.value(valuationDate, liborCurve, model4)
        cvalue5 = capfloor.value(valuationDate, liborCurve, model5)
        cvalue6 = capfloor.value(valuationDate, liborCurve, model6)

        capFloorType = FinCapFloorTypes.FLOOR
        capfloor = FinIborCapFloor(startDate, maturityDate, capFloorType, k)
        fvalue1 = capfloor.value(valuationDate, liborCurve, model1)
        fvalue2 = capfloor.value(valuationDate, liborCurve, model2)
        fvalue3 = capfloor.value(valuationDate, liborCurve, model3)
        fvalue4 = capfloor.value(valuationDate, liborCurve, model4)
        fvalue5 = capfloor.value(valuationDate, liborCurve, model5)
        fvalue6 = capfloor.value(valuationDate, liborCurve, model6)

        pcvalue1 = cvalue1 - fvalue1
        pcvalue2 = cvalue2 - fvalue2
        pcvalue3 = cvalue3 - fvalue3
        pcvalue4 = cvalue4 - fvalue4
        pcvalue5 = cvalue5 - fvalue5
        pcvalue6 = cvalue6 - fvalue6

        testCases.print("PUT_CALL", k, pcvalue1, pcvalue2, pcvalue3,
                        pcvalue4, pcvalue5, pcvalue6)
Exemplo n.º 7
0
def test_bloombergPricingExample(interpType):
    ''' This is an example of a replication of a BBG example from
    https://github.com/vilen22/curve-building/blob/master/Bloomberg%20Curve%20Building%20Replication.xlsx

    '''
    valuationDate = FinDate(6, 6, 2018)

    # We do the O/N rate which settles on trade date
    spotDays = 0
    settlementDate = valuationDate.addWeekDays(spotDays)
    depoDCCType = FinDayCountTypes.ACT_360
    depos = []
    depositRate = 0.0231381
    maturityDate = settlementDate.addMonths(3)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate,
                          depoDCCType)
    depos.append(depo)

    futs = []
    fut = FinIborFuture(valuationDate, 1)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 2)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 3)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 4)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 5)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 6)
    futs.append(fut)

    fras = [None] * 6
    fras[0] = futs[0].toFRA(97.6675, -0.00005)
    fras[1] = futs[1].toFRA(97.5200, -0.00060)
    fras[2] = futs[2].toFRA(97.3550, -0.00146)
    fras[3] = futs[3].toFRA(97.2450, -0.00263)
    fras[4] = futs[4].toFRA(97.1450, -0.00411)
    fras[5] = futs[5].toFRA(97.0750, -0.00589)

    accrual = FinDayCountTypes.THIRTY_E_360
    freq = FinFrequencyTypes.SEMI_ANNUAL

    spotDays = 2
    settlementDate = valuationDate.addWeekDays(spotDays)
    notional = ONE_MILLION
    fixedLegType = FinSwapTypes.PAY

    swaps = []
    swap = FinIborSwapOLD(settlementDate, "2Y", fixedLegType,
                          (2.77417 + 2.77844) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "3Y", fixedLegType,
                          (2.86098 + 2.86582) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "4Y", fixedLegType,
                          (2.90240 + 2.90620) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "5Y", fixedLegType,
                          (2.92944 + 2.92906) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "6Y", fixedLegType,
                          (2.94001 + 2.94499) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "7Y", fixedLegType,
                          (2.95352 + 2.95998) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "8Y", fixedLegType,
                          (2.96830 + 2.97400) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "9Y", fixedLegType,
                          (2.98403 + 2.98817) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "10Y", fixedLegType,
                          (2.99716 + 3.00394) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "11Y", fixedLegType,
                          (3.01344 + 3.01596) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "12Y", fixedLegType,
                          (3.02276 + 3.02684) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "15Y", fixedLegType,
                          (3.04092 + 3.04508) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "20Y", fixedLegType,
                          (3.04417 + 3.05183) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "25Y", fixedLegType,
                          (3.03219 + 3.03621) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "30Y", fixedLegType,
                          (3.01030 + 3.01370) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "40Y", fixedLegType,
                          (2.96946 + 2.97354) / 200, freq, accrual)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "50Y", fixedLegType,
                          (2.91552 + 2.93748) / 200, freq, accrual)
    swaps.append(swap)

    liborCurve = FinIborSingleCurveOLD(valuationDate, depos, fras, swaps,
                                       interpType)

    # The valuation of 53714.55 is very close to the spreadsheet value 53713.96
    principal = 0.0

    testCases.header("VALUATION TO TODAY DATE", " PV")
    testCases.print(
        "VALUE:", swaps[0].value(valuationDate, liborCurve, liborCurve, None))
    testCases.print("FIXED:", swaps[0].fixedLegValue(valuationDate,
                                                     liborCurve))
    testCases.print(
        "FLOAT:", swaps[0].floatLegValue(valuationDate, liborCurve, liborCurve,
                                         None))

    testCases.header("VALUATION TO SWAP SETTLEMENT DATE", " PV")
    testCases.print(
        "VALUE:", swaps[0].value(settlementDate, liborCurve, liborCurve, None))
    testCases.print("FIXED:", swaps[0].fixedLegValue(settlementDate,
                                                     liborCurve))
    testCases.print(
        "FLOAT:", swaps[0].floatLegValue(settlementDate, liborCurve,
                                         liborCurve, None))

    # swaps[0].printFixedLegPV()
    # swaps[0].printFloatLegPV()

    if 1 == 0:
        plt.figure()

        years = np.linspace(0, 50, 500)
        dates = settlementDate.addYears(years)
        fwds = liborCurve.fwd(dates)
        plt.plot(years, fwds, label="Fwd Rate")
        plt.title(interpType)
        plt.xlabel("Years")
        plt.legend()

        years = np.linspace(0, 50, 500)
        dates = settlementDate.addYears(years)
        fwds = liborCurve.zeroRate(dates)
        plt.plot(years, fwds, label="Zero Rate")
        plt.title(interpType)
        plt.xlabel("Years")
        plt.ylabel("Rate")
        plt.legend()
Exemplo n.º 8
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def test_derivativePricingExample():

    valuationDate = FinDate(10, 11, 2011)

    dccType = FinDayCountTypes.ACT_360
    depos = []

    # We do the O/N rate which settles on trade date
    spotDays = 0
    settlementDate = valuationDate.addWeekDays(spotDays)

    depositRate = 0.001410
    depo = FinIborDeposit(settlementDate, "ON", depositRate, dccType)
    depos.append(depo)

    spotDays = 1
    settlementDate = valuationDate.addWeekDays(spotDays)

    depositRate = 0.001410
    depo = FinIborDeposit(settlementDate, "TN", depositRate, dccType)
    depos.append(depo)

    spotDays = 2
    settlementDate = valuationDate.addWeekDays(spotDays)

    depositRate = 0.001910
    depo = FinIborDeposit(settlementDate, "1W", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.002090
    depo = FinIborDeposit(settlementDate, "2W", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.002490
    depo = FinIborDeposit(settlementDate, "1M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.003450
    depo = FinIborDeposit(settlementDate, "2M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.004570
    depo = FinIborDeposit(settlementDate, "3M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.005230
    depo = FinIborDeposit(settlementDate, "4M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.005860
    depo = FinIborDeposit(settlementDate, "5M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.006540
    depo = FinIborDeposit(settlementDate, "6M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.007080
    depo = FinIborDeposit(settlementDate, "7M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.007540
    depo = FinIborDeposit(settlementDate, "8M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.008080
    depo = FinIborDeposit(settlementDate, "9M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.008570
    depo = FinIborDeposit(settlementDate, "10M", depositRate, dccType)
    depos.append(depo)

    depositRate = 0.009130
    depo = FinIborDeposit(settlementDate, "11M", depositRate, dccType)
    depos.append(depo)

    fras = []

    swaps = []
    dayCountType = FinDayCountTypes.THIRTY_E_360_ISDA
    #    dayCountType = FinDayCountTypes.ACT_360
    freqType = FinFrequencyTypes.SEMI_ANNUAL
    fixedLegType = FinSwapTypes.PAY

    swapRate = 0.0058
    swap = FinIborSwapOLD(settlementDate, "1Y", fixedLegType, swapRate,
                          freqType, dayCountType)
    swaps.append(swap)

    swapRate = 0.0060
    swap = FinIborSwapOLD(settlementDate, "2Y", fixedLegType, swapRate,
                          freqType, dayCountType)
    swaps.append(swap)

    swapRate = 0.0072
    swap = FinIborSwapOLD(settlementDate, "3Y", fixedLegType, swapRate,
                          freqType, dayCountType)
    swaps.append(swap)

    swapRate = 0.0096
    swap = FinIborSwapOLD(settlementDate, "4Y", fixedLegType, swapRate,
                          freqType, dayCountType)
    swaps.append(swap)

    swapRate = 0.0124
    swap = FinIborSwapOLD(settlementDate, "5Y", fixedLegType, swapRate,
                          freqType, dayCountType)
    swaps.append(swap)

    swapRate = 0.0173
    swap = FinIborSwapOLD(settlementDate, "7Y", fixedLegType, swapRate,
                          freqType, dayCountType)
    swaps.append(swap)

    swapRate = 0.0219
    swap = FinIborSwapOLD(settlementDate, "10Y", fixedLegType, swapRate,
                          freqType, dayCountType)
    swaps.append(swap)

    swapRate = 0.0283
    swap = FinIborSwapOLD(settlementDate, "30Y", fixedLegType, swapRate,
                          freqType, dayCountType)
    swaps.append(swap)

    numRepeats = 10
    start = time.time()

    for _ in range(0, numRepeats):
        _ = FinIborSingleCurveOLD(valuationDate, depos, fras, swaps,
                                  FinInterpTypes.FLAT_FWD_RATES)

    end = time.time()
    elapsed1 = end - start

    start = time.time()

    for _ in range(0, numRepeats):
        _ = FinIborSingleCurveOLD(valuationDate, depos, fras, swaps,
                                  FinInterpTypes.FLAT_FWD_RATES)

    end = time.time()
    elapsed2 = end - start

    testCases.header("METHOD", "TIME")
    testCases.print("NON-LINEAR SOLVER BOOTSTRAP", elapsed1 / numRepeats)
    testCases.print("LINEAR SWAP BOOTSTRAP", elapsed2 / numRepeats)
Exemplo n.º 9
0
def test_FinIborDepositsFuturesSwaps():

    spotDate = FinDate(6, 6, 2018)
    spotDays = 0
    settlementDate = spotDate.addWeekDays(spotDays)
    depoDCCType = FinDayCountTypes.ACT_360
    depos = []
    depositRate = 0.0231381
    depo = FinIborDeposit(settlementDate, "3M", depositRate, depoDCCType)
    depos.append(depo)

    depositRate = 0.027
    depo = FinIborDeposit(settlementDate, "3M", depositRate, depoDCCType)
    depos.append(depo)

    depos = []
    depo = FinIborDeposit(settlementDate, "1M", 0.0230, depoDCCType)
    depos.append(depo)
    depo = FinIborDeposit(settlementDate, "2M", 0.0235, depoDCCType)
    depos.append(depo)
    depo = FinIborDeposit(settlementDate, "3M", 0.0240, depoDCCType)
    depos.append(depo)

    fras = []

    fraRate = futureToFRARate(97.6675, -0.00005)
    fraSettlementDate = spotDate.nextIMMDate()
    fraMaturityDate = fraSettlementDate.nextIMMDate()
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, depoDCCType)
    fras.append(fra)

    fraRate = futureToFRARate(97.5200, -0.00060)
    fraSettlementDate = fraMaturityDate
    fraMaturityDate = fraSettlementDate.nextIMMDate()
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, depoDCCType)
    fras.append(fra)

    fraRate = futureToFRARate(97.3550, -0.00146)
    fraSettlementDate = fraMaturityDate
    fraMaturityDate = fraSettlementDate.nextIMMDate()
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, depoDCCType)
    fras.append(fra)

    fraRate = futureToFRARate(97.2450, -0.00263)
    fraSettlementDate = fraMaturityDate
    fraMaturityDate = fraSettlementDate.nextIMMDate()
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, depoDCCType)
    fras.append(fra)

    fraRate = futureToFRARate(97.1450, -0.00411)
    fraSettlementDate = fraMaturityDate
    fraMaturityDate = fraSettlementDate.nextIMMDate()
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, depoDCCType)
    fras.append(fra)

    fraRate = futureToFRARate(97.0750, -0.00589)
    fraSettlementDate = fraSettlementDate.nextIMMDate()
    fraMaturityDate = fraSettlementDate.nextIMMDate()
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, depoDCCType)
    fras.append(fra)

    ###########################################################################

    spotDays = 2
    startDate = spotDate.addWeekDays(spotDays)

    swaps = []
    fixedLegType = FinSwapTypes.PAY
    fixedDCCType = FinDayCountTypes.THIRTY_E_360
    fixedFreqType = FinFrequencyTypes.SEMI_ANNUAL
    floatFreqType = FinFrequencyTypes.QUARTERLY
    notional = 1000000
    principal = 0.0
    floatSpread = 0.0
    floatDCCType = FinDayCountTypes.ACT_360
    calendarType = FinCalendarTypes.US
    busDayAdjustRule = FinBusDayAdjustTypes.PRECEDING

    swapRate = 0.02776305

    swap = FinIborSwapOLD(startDate, "2Y", fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType, notional, floatSpread,
                          floatFreqType, floatDCCType, calendarType,
                          busDayAdjustRule)

    swaps.append(swap)

    liborCurve = FinIborSingleCurveOLD(spotDate, depos, fras, swaps)

    times = np.linspace(0.0, 2.0, 25)
    dates = spotDate.addYears(times)
    zeroRates = liborCurve.zeroRate(dates)
    fwdRates = liborCurve.fwd(dates)

    if PLOT_GRAPHS:
        plt.figure(figsize=(8, 6))
        plt.plot(times, zeroRates * 100, label="zero rates")
        plt.plot(times, fwdRates * 100, label="fwd rates")
        plt.xlabel("Times")
        plt.ylabel("CC forward rates")
        plt.legend()

        print("==============================================================")
        for fra in fras:
            print(fra)
        print("==============================================================")

        endDate = spotDate
        df = liborCurve.df(endDate)
        print(endDate, df)

        endDate = settlementDate
        df = liborCurve.df(endDate)
        print(endDate, df)

        endDate = FinDate(20, 6, 2018)
        df = liborCurve.df(endDate)
        print(endDate, df)

        for depo in depos:
            endDate = depo._maturityDate
            df = liborCurve.df(endDate)
            print(endDate, df)

        for fra in fras:
            endDate = fra._maturityDate
            df = liborCurve.df(endDate)
            print(endDate, df)

        for swap in swaps:
            endDate = swap._maturityDate
            df = liborCurve.df(endDate)
            print(endDate, df)

        swap.printFixedLegPV(spotDate)
        swap.printFloatLegPV(spotDate)
Exemplo n.º 10
0
def test_FinIborDepositsFRAsSwaps():

    valuationDate = FinDate(18, 9, 2019)

    dccType = FinDayCountTypes.THIRTY_E_360_ISDA
    depos = []

    spotDays = 0
    settlementDate = valuationDate.addWeekDays(spotDays)

    depositRate = 0.050
    maturityDate = settlementDate.addMonths(1)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate, dccType)
    depos.append(depo)

    maturityDate = settlementDate.addMonths(2)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate, dccType)
    depos.append(depo)

    maturityDate = settlementDate.addMonths(3)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate, dccType)
    depos.append(depo)

    maturityDate = settlementDate.addMonths(6)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate, dccType)
    depos.append(depo)

    maturityDate = settlementDate.addMonths(9)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate, dccType)
    depos.append(depo)

    maturityDate = settlementDate.addMonths(12)
    depo = FinIborDeposit(settlementDate, maturityDate, depositRate, dccType)
    depos.append(depo)

    fras = []
    # 1 x 4 FRA
    fraRate = 0.04
    fraSettlementDate = settlementDate.addMonths(9)
    fraMaturityDate = settlementDate.addMonths(13)
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, dccType)
    fras.append(fra)

    # 4 x 7 FRA
    fraRate = 0.03
    fraSettlementDate = settlementDate.addMonths(13)
    fraMaturityDate = settlementDate.addMonths(17)
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, dccType)
    fras.append(fra)

    # 4 x 7 FRA
    fraRate = 0.07
    fraSettlementDate = settlementDate.addMonths(17)
    fraMaturityDate = settlementDate.addMonths(21)
    fra = FinIborFRA(fraSettlementDate, fraMaturityDate, fraRate, dccType)
    fras.append(fra)

    swaps = []
    fixedDCCType = FinDayCountTypes.ACT_365F
    fixedFreqType = FinFrequencyTypes.SEMI_ANNUAL

    swapRate = 0.05
    #    maturityDate = settlementDate.addMonths(24)
    #    swap = FinIborSwapOLD(settlementDate, maturityDate, swapRate, fixedFreqType,
    #                        fixedDCCType)
    #    swaps.append(swap)

    fixedLegType = FinSwapTypes.PAY
    maturityDate = settlementDate.addMonths(36)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(48)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(60)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(72)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(84)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(96)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(108)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(120)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(132)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(144)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(180)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(240)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(300)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settlementDate.addMonths(360)
    swap = FinIborSwapOLD(settlementDate, maturityDate, fixedLegType, swapRate,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    liborCurve = FinIborSingleCurveOLD(valuationDate, depos, fras, swaps)

    df = liborCurve.df(settlementDate)

    testCases.header("SETTLEMENT DATE", "DF")
    testCases.print(str(settlementDate), df)
    testCases.header("DATE", "DF")

    for deposit in depos:
        df = liborCurve.df(deposit._maturityDate)
        testCases.print(str(deposit._maturityDate), df)

    for swap in swaps:
        df = liborCurve.df(swap._maturityDate)
        testCases.print(str(swap._maturityDate), df)
Exemplo n.º 11
0
def test_FinOISDepositsFRAsSwaps():

    valuationDate = FinDate(2019, 9, 18)

    dccType = FinDayCountTypes.THIRTY_E_360_ISDA
    depos = []

    spotDays = 0
    settleDt = valuationDate.addWeekDays(spotDays)

    depoDCCType = FinDayCountTypes.ACT_360
    notional = 100.0
    calendarType = FinCalendarTypes.TARGET
    depos = []

    # 1 month
    depositRate = 0.04
    maturityDate = settleDt.addMonths(1)
    depo = FinIborDeposit(settleDt, maturityDate, depositRate, depoDCCType,
                          notional, calendarType)
    depos.append(depo)

    fras = []
    # 1 x 4 FRA
    fraRate = 0.04
    frasettleDt = settleDt.addMonths(9)
    fraMaturityDate = settleDt.addMonths(13)
    fra = FinIborFRA(frasettleDt, fraMaturityDate, fraRate, dccType)
    fras.append(fra)

    # 4 x 7 FRA
    fraRate = 0.03
    frasettleDt = settleDt.addMonths(13)
    fraMaturityDate = settleDt.addMonths(17)
    fra = FinIborFRA(frasettleDt, fraMaturityDate, fraRate, dccType)
    fras.append(fra)

    # 4 x 7 FRA
    fraRate = 0.07
    frasettleDt = settleDt.addMonths(17)
    fraMaturityDate = settleDt.addMonths(21)
    fra = FinIborFRA(frasettleDt, fraMaturityDate, fraRate, dccType)
    fras.append(fra)

    swaps = []
    fixedDCCType = FinDayCountTypes.ACT_365F
    fixedFreqType = FinFrequencyTypes.SEMI_ANNUAL

    swapRate = 0.05
    #    maturityDate = settleDt.addMonths(24)
    #    swap = FinIborSwap(settleDt, maturityDate, swapRate, fixedFreqType,
    #                        fixedDCCType)
    #    swaps.append(swap)

    fixedLegType = FinfixedLegTypes.PAY
    maturityDate = settleDt.addMonths(36)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(48)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(60)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(72)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(84)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(96)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(108)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(120)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(132)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(144)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(180)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(240)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(300)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    maturityDate = settleDt.addMonths(360)
    swap = FinOIS(settleDt, maturityDate, fixedLegType, swapRate,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    liborCurve = FinOISCurve(valuationDate, depos, fras, swaps)

    df = liborCurve.df(settleDt)

    testCases.header("SETTLEMENT DATE", "DF")
    testCases.print(str(settleDt), df)
    testCases.header("DATE", "DF")

    for deposit in depos:
        df = liborCurve.df(deposit._maturityDate)
        testCases.print(str(deposit._maturityDate), df)

    for swap in swaps:
        df = liborCurve.df(swap._maturityDate)
        testCases.print(str(swap._maturityDate), df)
Exemplo n.º 12
0
def test_bloombergPricingExample():
    ''' This is an example of a replication of a BBG example from
    https://github.com/vilen22/curve-building/blob/master/Bloomberg%20Curve%20Building%20Replication.xlsx
    '''

    valuationDate = FinDate(6, 6, 2018)

    # We do the O/N rate which settles on trade date
    spotDays = 0
    settleDt = valuationDate.addWeekDays(spotDays)
    accrual = FinDayCountTypes.THIRTY_E_360

    depo = FinIborDeposit(settleDt, "1D", 1.712 / 100.0, accrual)
    depos = [depo]

    futs = []
    fut = FinIborFuture(valuationDate, 1)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 2)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 3)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 4)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 5)
    futs.append(fut)
    fut = FinIborFuture(valuationDate, 6)
    futs.append(fut)

    fras = [None] * 6
    fras[0] = futs[0].toFRA(97.6675, -0.00005)
    fras[1] = futs[1].toFRA(97.5200, -0.00060)
    fras[2] = futs[2].toFRA(97.3550, -0.00146)
    fras[3] = futs[3].toFRA(97.2450, -0.00263)
    fras[4] = futs[4].toFRA(97.1450, -0.00411)
    fras[5] = futs[5].toFRA(97.0750, -0.00589)

    accrual = FinDayCountTypes.THIRTY_E_360
    freq = FinFrequencyTypes.SEMI_ANNUAL
    spotDays = 2
    settleDt = valuationDate.addWeekDays(spotDays)
    payRec = FinSwapTypes.PAY
    lag = 1  # Not used

    swaps = []
    swap = FinOIS(settleDt, "2Y", payRec, (2.77417 + 2.77844) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "3Y", payRec, (2.86098 + 2.86582) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "4Y", payRec, (2.90240 + 2.90620) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "5Y", payRec, (2.92944 + 2.92906) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "6Y", payRec, (2.94001 + 2.94499) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "7Y", payRec, (2.95352 + 2.95998) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "8Y", payRec, (2.96830 + 2.97400) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "9Y", payRec, (2.98403 + 2.98817) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "10Y", payRec, (2.99716 + 3.00394) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "11Y", payRec, (3.01344 + 3.01596) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "12Y", payRec, (3.02276 + 3.02684) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "15Y", payRec, (3.04092 + 3.04508) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "20Y", payRec, (3.04417 + 3.05183) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "25Y", payRec, (3.03219 + 3.03621) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "30Y", payRec, (3.01030 + 3.01370) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "40Y", payRec, (2.96946 + 2.97354) / 200, freq,
                  accrual)
    swaps.append(swap)
    swap = FinOIS(settleDt, "50Y", payRec, (2.91552 + 2.93748) / 200, freq,
                  accrual)
    swaps.append(swap)

    oisCurve = FinOISCurve(valuationDate, depos, fras, swaps)

    #    swaps[0]._fixedLeg.printValuation()
    #    swaps[0]._floatLeg.printValuation()

    # The valuation of 53714.55 is very close to the spreadsheet value 53713.96
    principal = 0.0

    testCases.header("VALUATION TO TODAY DATE", " PV")
    testCases.print("VALUE:", swaps[0].value(valuationDate, oisCurve, None))
    testCases.print("FIXED:",
                    -swaps[0]._fixedLeg.value(valuationDate, oisCurve))
    testCases.print("FLOAT:", swaps[0]._floatLeg.value(valuationDate, oisCurve,
                                                       None))

    testCases.header("VALUATION TO SWAP SETTLEMENT DATE", " PV")
    testCases.print("VALUE:", swaps[0].value(settleDt, oisCurve, None))
    testCases.print("FIXED:", -swaps[0]._fixedLeg.value(settleDt, oisCurve))
    testCases.print("FLOAT:", swaps[0]._floatLeg.value(settleDt, oisCurve,
                                                       None))
Exemplo n.º 13
0
def test_derivativePricingExample():

    valuationDate = FinDate(10, 11, 2011)

    # We do the O/N rate which settles on trade date
    spotDays = 0
    settleDt = valuationDate.addWeekDays(spotDays)

    fras = []

    swaps = []
    dayCountType = FinDayCountTypes.THIRTY_E_360_ISDA
    #    dayCountType = FinDayCountTypes.ACT_360
    freqType = FinFrequencyTypes.SEMI_ANNUAL
    fixedLegType = FinfixedLegTypes.PAY

    swapRate = 0.0058
    swap = FinOIS(settleDt, "1Y", fixedLegType, swapRate, freqType,
                  dayCountType)
    swaps.append(swap)

    swapRate = 0.0060
    swap = FinOIS(settleDt, "2Y", fixedLegType, swapRate, freqType,
                  dayCountType)
    swaps.append(swap)

    swapRate = 0.0072
    swap = FinOIS(settleDt, "3Y", fixedLegType, swapRate, freqType,
                  dayCountType)
    swaps.append(swap)

    swapRate = 0.0096
    swap = FinOIS(settleDt, "4Y", fixedLegType, swapRate, freqType,
                  dayCountType)
    swaps.append(swap)

    swapRate = 0.0124
    swap = FinOIS(settleDt, "5Y", fixedLegType, swapRate, freqType,
                  dayCountType)
    swaps.append(swap)

    swapRate = 0.0173
    swap = FinOIS(settleDt, "7Y", fixedLegType, swapRate, freqType,
                  dayCountType)
    swaps.append(swap)

    swapRate = 0.0219
    swap = FinOIS(settleDt, "10Y", fixedLegType, swapRate, freqType,
                  dayCountType)
    swaps.append(swap)

    swapRate = 0.0283
    swap = FinOIS(settleDt, "30Y", fixedLegType, swapRate, freqType,
                  dayCountType)
    swaps.append(swap)

    numRepeats = 10
    start = time.time()

    for _ in range(0, numRepeats):
        _ = FinOISCurve(valuationDate, fras, swaps,
                        FinInterpTypes.FLAT_FWD_RATES)

    end = time.time()
    elapsed1 = end - start

    start = time.time()

    for _ in range(0, numRepeats):
        _ = FinOISCurve(valuationDate, fras, swaps,
                        FinInterpTypes.LINEAR_SWAP_RATES)

    end = time.time()
    elapsed2 = end - start

    testCases.header("METHOD", "TIME")
    testCases.print("NON-LINEAR SOLVER BOOTSTRAP", elapsed1 / numRepeats)
    testCases.print("LINEAR SWAP BOOTSTRAP", elapsed2 / numRepeats)
Exemplo n.º 14
0
def test_swapValuationExample():

    # Example from
    # https://blog.deriscope.com/index.php/en/excel-interest-rate-swap-price-dual-bootstrapping-curve

    vBloomberg = 388147

    valuationDate = FinDate(30, 11, 2018)

    startDate = FinDate(27, 12, 2017)
    maturityDate = FinDate(27, 12, 2067)
    notional = 10 * ONE_MILLION
    fixedLegType = FinSwapTypes.RECEIVE

    fixedRate = 0.0150
    fixedDCCType = FinDayCountTypes.THIRTY_360_BOND
    fixedFreqType = FinFrequencyTypes.ANNUAL

    floatSpread = 0.0
    floatDCCType = FinDayCountTypes.ACT_360
    floatFreqType = FinFrequencyTypes.SEMI_ANNUAL

    offMarketSwap = FinIborSwapOLD(startDate, maturityDate, fixedLegType,
                                   fixedRate, fixedFreqType, fixedDCCType,
                                   notional, floatSpread, floatFreqType,
                                   floatDCCType)

    interpType = FinInterpTypes.LINEAR_ZERO_RATES

    depoDCCType = FinDayCountTypes.ACT_360
    depos = []

    ###########################################################################
    # MARKET
    ###########################################################################

    spotDays = 0
    settlementDate = valuationDate.addWeekDays(spotDays)
    depo = FinIborDeposit(settlementDate, "6M", -0.2510 / 100.0, depoDCCType)
    depos.append(depo)

    fras = []
    fraDCCType = FinDayCountTypes.ACT_360

    fra = FinIborFRA(settlementDate.addTenor("1M"), "6M", -0.2450 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("2M"), "6M", -0.2435 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("3M"), "6M", -0.2400 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("4M"), "6M", -0.2360 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("5M"), "6M", -0.2285 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("6M"), "6M", -0.2230 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("7M"), "6M", -0.2110 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("8M"), "6M", -0.1990 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("9M"), "6M", -0.1850 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("10M"), "6M", -0.1680 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("11M"), "6M", -0.1510 / 100.0,
                     fraDCCType)
    fras.append(fra)
    fra = FinIborFRA(settlementDate.addTenor("12M"), "6M", -0.1360 / 100.0,
                     fraDCCType)
    fras.append(fra)

    swaps = []
    fixedLegType = FinSwapTypes.PAY
    fixedDCCType = FinDayCountTypes.THIRTY_360_BOND
    fixedFreqType = FinFrequencyTypes.ANNUAL

    swap = FinIborSwapOLD(settlementDate, "2Y", fixedLegType, -0.1525 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "3Y", fixedLegType, -0.0185 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "4Y", fixedLegType, 0.1315 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "5Y", fixedLegType, 0.2745 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "6Y", fixedLegType, 0.4135 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "7Y", fixedLegType, 0.5439 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "8Y", fixedLegType, 0.6652 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "9Y", fixedLegType, 0.7784 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "10Y", fixedLegType, 0.8799 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "11Y", fixedLegType, 0.9715 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "12Y", fixedLegType, 1.0517 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "15Y", fixedLegType, 1.2369 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "20Y", fixedLegType, 1.3965 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "25Y", fixedLegType, 1.4472 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "30Y", fixedLegType, 1.4585 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "35Y", fixedLegType, 1.4595 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "40Y", fixedLegType, 1.4535 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "45Y", fixedLegType, 1.4410 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinIborSwapOLD(settlementDate, "50Y", fixedLegType, 1.4335 / 100.0,
                          fixedFreqType, fixedDCCType)
    swaps.append(swap)

    iborDepos = depos.copy()
    iborFras = fras.copy()
    iborSwaps = swaps.copy()

    iborCurve = FinIborSingleCurve(valuationDate, iborDepos, iborFras,
                                   iborSwaps, interpType)
    v1 = offMarketSwap.value(valuationDate, iborCurve, iborCurve,
                             -0.268 / 100.0)

    testCases.banner("DERISCOPE EXAMPLE REPLICATION")
    testCases.header("LABEL", "VALUE")
    testCases.print("BBG VALUE", vBloomberg)
    testCases.print("FP ONE CURVE VALUE", v1)

    ###############################################################################

    depoDCCType = FinDayCountTypes.ACT_360
    depos = []

    spotDays = 0
    settlementDate = valuationDate.addWeekDays(spotDays)
    depo = FinIborDeposit(settlementDate, "1D", -0.3490 / 100.0, depoDCCType)
    depos.append(depo)

    fras = []

    swaps = []
    fixedLegType = FinSwapTypes.PAY
    fixedDCCType = FinDayCountTypes.ACT_365F
    fixedFreqType = FinFrequencyTypes.ANNUAL

    # Standard OIS with standard annual terms
    swap = FinOIS(settlementDate, "2W", fixedLegType, -0.3600 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "1M", fixedLegType, -0.3560 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "2M", fixedLegType, -0.3570 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "3M", fixedLegType, -0.3580 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "4M", fixedLegType, -0.3575 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "5M", fixedLegType, -0.3578 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "6M", fixedLegType, -0.3580 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "7M", fixedLegType, -0.3600 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "8M", fixedLegType, -0.3575 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "9M", fixedLegType, -0.3569 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "10M", fixedLegType, -0.3553 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "11M", fixedLegType, -0.3534 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "12M", fixedLegType, -0.3496 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "18M", fixedLegType, -0.3173 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    swap = FinOIS(settlementDate, "2Y", fixedLegType, -0.2671 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "30M", fixedLegType, -0.2070 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "3Y", fixedLegType, -0.1410 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "4Y", fixedLegType, -0.0060 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "5Y", fixedLegType, 0.1285 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "6Y", fixedLegType, 0.2590 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "7Y", fixedLegType, 0.3830 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "8Y", fixedLegType, 0.5020 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "9Y", fixedLegType, 0.6140 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "10Y", fixedLegType, 0.7160 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "11Y", fixedLegType, 0.8070 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "12Y", fixedLegType, 0.8890 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "15Y", fixedLegType, 1.0790 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "20Y", fixedLegType, 1.2460 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "25Y", fixedLegType, 1.3055 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "30Y", fixedLegType, 1.3270 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "35Y", fixedLegType, 1.3315 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "40Y", fixedLegType, 1.3300 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)
    swap = FinOIS(settlementDate, "50Y", fixedLegType, 1.3270 / 100.0,
                  fixedFreqType, fixedDCCType)
    swaps.append(swap)

    oisDepos = depos.copy()
    oisFras = fras.copy()
    oisSwaps = swaps.copy()

    #    oisCurveFF = FinOISCurve(valuationDate, oisDepos, oisFras, oisSwaps, interpType)

    iborDualCurve = FinIborDualCurve(valuationDate, oisCurveFF, iborDepos,
                                     iborFras, iborSwaps, interpType)
Exemplo n.º 15
0
def testFinIborSwaptionModels():

    ##########################################################################
    # COMPARISON OF MODELS
    ##########################################################################

    valuationDate = FinDate(2011, 1, 1)
    liborCurve = test_FinIborDepositsAndSwaps(valuationDate)

    exerciseDate = FinDate(2012, 1, 1)
    swapMaturityDate = FinDate(2017, 1, 1)

    swapFixedFrequencyType = FinFrequencyTypes.SEMI_ANNUAL
    swapFixedDayCountType = FinDayCountTypes.ACT_365F

    strikes = np.linspace(0.02, 0.08, 5)

    testCases.header("LAB", "STRIKE", "BLK", "BLK_SHFT", "SABR", "SABR_SHFT",
                     "HW", "BK")

    model1 = FinModelBlack(0.00001)
    model2 = FinModelBlackShifted(0.00001, 0.0)
    model3 = FinModelSABR(0.013, 0.5, 0.5, 0.5)
    model4 = FinModelSABRShifted(0.013, 0.5, 0.5, 0.5, -0.008)
    model5 = FinModelRatesHW(0.00001, 0.00001)
    model6 = FinModelRatesBK(0.01, 0.01)

    settlementDate = valuationDate.addWeekDays(2)

    for k in strikes:
        swaptionType = FinSwapTypes.PAY
        swaption = FinIborSwaption(settlementDate, exerciseDate,
                                   swapMaturityDate, swaptionType, k,
                                   swapFixedFrequencyType,
                                   swapFixedDayCountType)

        swap1 = swaption.value(valuationDate, liborCurve, model1)
        swap2 = swaption.value(valuationDate, liborCurve, model2)
        swap3 = swaption.value(valuationDate, liborCurve, model3)
        swap4 = swaption.value(valuationDate, liborCurve, model4)
        swap5 = swaption.value(valuationDate, liborCurve, model5)
        swap6 = swaption.value(valuationDate, liborCurve, model6)
        testCases.print("PAY", k, swap1, swap2, swap3, swap4, swap5, swap6)

    testCases.header("LABEL", "STRIKE", "BLK", "BLK_SHFTD", "SABR",
                     "SABR_SHFTD", "HW", "BK")

    for k in strikes:
        swaptionType = FinSwapTypes.RECEIVE
        swaption = FinIborSwaption(settlementDate, exerciseDate,
                                   swapMaturityDate, swaptionType, k,
                                   swapFixedFrequencyType,
                                   swapFixedDayCountType)

        swap1 = swaption.value(valuationDate, liborCurve, model1)
        swap2 = swaption.value(valuationDate, liborCurve, model2)
        swap3 = swaption.value(valuationDate, liborCurve, model3)
        swap4 = swaption.value(valuationDate, liborCurve, model4)
        swap5 = swaption.value(valuationDate, liborCurve, model5)
        swap6 = swaption.value(valuationDate, liborCurve, model6)
        testCases.print("REC", k, swap1, swap2, swap3, swap4, swap5, swap6)