Beispiel #1
0
def loadHeterogeneousSpreadCurves(valuationDate, liborCurve):

    maturity3Y = valuationDate.nextCDSDate(36)
    maturity5Y = valuationDate.nextCDSDate(60)
    maturity7Y = valuationDate.nextCDSDate(84)
    maturity10Y = valuationDate.nextCDSDate(120)

    f = open('.//data//CDX_NA_IG_S7_SPREADS.csv', 'r')
    data = f.readlines()
    issuerCurves = []

    for row in data[1:]:

        splitRow = row.split(",")
        spd3Y = float(splitRow[1]) / 10000.0
        spd5Y = float(splitRow[2]) / 10000.0
        spd7Y = float(splitRow[3]) / 10000.0
        spd10Y = float(splitRow[4]) / 10000.0
        recoveryRate = float(splitRow[5])

        cds3Y = FinCDS(valuationDate, maturity3Y, spd3Y)
        cds5Y = FinCDS(valuationDate, maturity5Y, spd5Y)
        cds7Y = FinCDS(valuationDate, maturity7Y, spd7Y)
        cds10Y = FinCDS(valuationDate, maturity10Y, spd10Y)
        cdsContracts = [cds3Y, cds5Y, cds7Y, cds10Y]

        issuerCurve = FinCDSCurve(valuationDate, cdsContracts, liborCurve,
                                  recoveryRate)

        issuerCurves.append(issuerCurve)

    return issuerCurves
Beispiel #2
0
def loadHomogeneousSpreadCurves(valuationDate, liborCurve, cdsSpread3Y,
                                cdsSpread5Y, cdsSpread7Y, cdsSpread10Y,
                                numCredits):

    maturity3Y = valuationDate.nextCDSDate(36)
    maturity5Y = valuationDate.nextCDSDate(60)
    maturity7Y = valuationDate.nextCDSDate(84)
    maturity10Y = valuationDate.nextCDSDate(120)

    recoveryRate = 0.40

    cds3Y = FinCDS(valuationDate, maturity3Y, cdsSpread3Y)
    cds5Y = FinCDS(valuationDate, maturity5Y, cdsSpread5Y)
    cds7Y = FinCDS(valuationDate, maturity7Y, cdsSpread7Y)
    cds10Y = FinCDS(valuationDate, maturity10Y, cdsSpread10Y)

    contracts = [cds3Y, cds5Y, cds7Y, cds10Y]

    issuerCurve = FinCDSCurve(valuationDate, contracts, liborCurve,
                              recoveryRate)

    issuerCurves = []
    for iCredit in range(0, numCredits):
        issuerCurves.append(issuerCurve)

    return issuerCurves
Beispiel #3
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def test_FinCDSCurve():

    curveDate = FinDate(2018, 12, 20)

    swaps = []
    depos = []
    fras = []

    fixedDCC = FinDayCountTypes.ACT_365_ISDA
    fixedFreq = FinFrequencyTypes.SEMI_ANNUAL
    fixedCoupon = 0.05

    for i in range(1, 11):

        maturityDate = curveDate.addMonths(12 * i)
        swap = FinLiborSwap(
            curveDate,
            maturityDate,
            fixedCoupon,
            fixedFreq,
            fixedDCC)
        swaps.append(swap)

    libor_curve = FinLiborCurve("USD_LIBOR", curveDate, depos, fras, swaps)

    cdsContracts = []

    for i in range(1, 11):
        maturityDate = curveDate.addMonths(12 * i)
        cds = FinCDS(curveDate, maturityDate, 0.005 + 0.001 * (i - 1))
        cdsContracts.append(cds)

    issuerCurve = FinCDSCurve(curveDate,
                              cdsContracts,
                              libor_curve,
                              recoveryRate=0.40,
                              useCache=False)

    testCases.header("T", "Q")
    n = len(issuerCurve._times)
    for i in range(0, n):
        testCases.print(issuerCurve._times[i], issuerCurve._values[i])

    testCases.header("CONTRACT", "VALUE")
    for i in range(1, 11):
        maturityDate = curveDate.addMonths(12 * i)
        cds = FinCDS(curveDate, maturityDate, 0.005 + 0.001 * (i - 1))
        v = cds.value(curveDate, issuerCurve)
        testCases.print(i, v)
Beispiel #4
0
def buildIssuerCurve(tradeDate, liborCurve):

    valuationDate = tradeDate.addDays(1)

    cdsMarketContracts = []

    cdsCoupon = 0.0048375
    maturityDate = FinDate(2010, 6, 29)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    recoveryRate = 0.40

    issuerCurve = FinCDSCurve(valuationDate, cdsMarketContracts, liborCurve,
                              recoveryRate)
    return issuerCurve
Beispiel #5
0
def buildFlatIssuerCurve(tradeDate, liborCurve, spread, recoveryRate):

    valuationDate = tradeDate.addDays(1)

    cdsMarketContracts = []

    maturityDate = FinDate(2010, 6, 29)
    cds = FinCDS(valuationDate, maturityDate, spread)
    cdsMarketContracts.append(cds)

    issuerCurve = FinCDSCurve(valuationDate,
                              cdsMarketContracts,
                              liborCurve,
                              recoveryRate)

    return issuerCurve
Beispiel #6
0
def test_CurveBuild():

    valuationDate = FinDate(2018, 6, 20)

    times = np.linspace(0.0, 10.0, 10)
    r = 0.05
    discountFactors = np.power((1.0 + r), -times)
    liborCurve = FinDiscountCurve(valuationDate, times, discountFactors,
                                  FinInterpMethods.FLAT_FORWARDS)
    recoveryRate = 0.40

    cdsContracts = []

    cdsCoupon = 0.005  # 50 bps
    maturityDate = valuationDate.addMonths(12)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsContracts.append(cds)

    cdsCoupon = 0.0055
    maturityDate = valuationDate.addMonths(24)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsContracts.append(cds)

    cdsCoupon = 0.0060
    maturityDate = valuationDate.addMonths(36)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsContracts.append(cds)

    cdsCoupon = 0.0065
    maturityDate = valuationDate.addMonths(60)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsContracts.append(cds)

    cdsCoupon = 0.0070
    maturityDate = valuationDate.addMonths(84)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsContracts.append(cds)

    cdsCoupon = 0.0073
    maturityDate = valuationDate.addMonths(120)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsContracts.append(cds)

    issuerCurve = FinCDSCurve(valuationDate, cdsContracts, liborCurve,
                              recoveryRate)

    return cdsContracts, issuerCurve
Beispiel #7
0
def test_CDSFastApproximation():

    valuationDate = FinDate(2018, 6, 20)
    # I build a discount curve that requires no bootstrap
    times = np.linspace(0, 10.0, 10)
    r = 0.05

    discountFactors = np.power((1.0 + r), -times)

    liborCurve = FinDiscountCurve(valuationDate, times, discountFactors,
                                  FinInterpMethods.FLAT_FORWARDS)

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

    maturityDate = valuationDate.nextCDSDate(120)
    t = (maturityDate - valuationDate) / 365.242
    z = liborCurve.df(t)
    r = -log(z) / t

    recoveryRate = 0.40

    contractCoupon = 0.010

    testCases.header("MKT_SPD", "EXACT_VALUE", "APPROX_VALUE", "DIFF(%NOT)")

    for mktCoupon in np.linspace(0.000, 0.05, 21):

        cdsContracts = []

        cdsMkt = FinCDS(valuationDate, maturityDate, mktCoupon, ONE_MILLION)

        cdsContracts.append(cdsMkt)

        issuerCurve = FinCDSCurve(valuationDate, cdsContracts, liborCurve,
                                  recoveryRate)

        cdsContract = FinCDS(valuationDate, maturityDate, contractCoupon)
        v_exact = cdsContract.value(valuationDate, issuerCurve,
                                    recoveryRate)[0]
        v_approx = cdsContract.valueFastApprox(valuationDate, r, mktCoupon,
                                               recoveryRate)[0]
        pctdiff = (v_exact - v_approx) / ONE_MILLION * 100.0
        testCases.print(mktCoupon * 10000, v_exact, v_approx, pctdiff)
def test_performCDSIndexHazardRateAdjustment():

    tradeDate = FinDate(2007, 8, 1)
    stepInDate = tradeDate.addDays(1)
    valuationDate = stepInDate

    liborCurve = buildLiborCurve(tradeDate)

    maturity3Y = tradeDate.nextCDSDate(36)
    maturity5Y = tradeDate.nextCDSDate(60)
    maturity7Y = tradeDate.nextCDSDate(84)
    maturity10Y = tradeDate.nextCDSDate(120)

    path = dirname(__file__)
    filename = "CDX_NA_IG_S7_SPREADS.csv"
    full_filename_path = join(path, "data", filename)
    f = open(full_filename_path, 'r')

    data = f.readlines()
    issuerCurves = []

    for row in data[1:]:

        splitRow = row.split(",")
        spd3Y = float(splitRow[1]) / 10000.0
        spd5Y = float(splitRow[2]) / 10000.0
        spd7Y = float(splitRow[3]) / 10000.0
        spd10Y = float(splitRow[4]) / 10000.0
        recoveryRate = float(splitRow[5])

        cds3Y = FinCDS(stepInDate, maturity3Y, spd3Y)
        cds5Y = FinCDS(stepInDate, maturity5Y, spd5Y)
        cds7Y = FinCDS(stepInDate, maturity7Y, spd7Y)
        cds10Y = FinCDS(stepInDate, maturity10Y, spd10Y)
        cdsContracts = [cds3Y, cds5Y, cds7Y, cds10Y]

        issuerCurve = FinCDSCurve(valuationDate, cdsContracts, liborCurve,
                                  recoveryRate)

        issuerCurves.append(issuerCurve)

    ##########################################################################
    # Now determine the average spread of the index
    ##########################################################################

    cdsIndex = FinCDSIndexPortfolio()

    averageSpd3Y = cdsIndex.averageSpread(valuationDate, stepInDate,
                                          maturity3Y, issuerCurves) * 10000.0

    averageSpd5Y = cdsIndex.averageSpread(valuationDate, stepInDate,
                                          maturity5Y, issuerCurves) * 10000.0

    averageSpd7Y = cdsIndex.averageSpread(valuationDate, stepInDate,
                                          maturity7Y, issuerCurves) * 10000.0

    averageSpd10Y = cdsIndex.averageSpread(valuationDate, stepInDate,
                                           maturity10Y, issuerCurves) * 10000.0

    testCases.header("LABEL", "VALUE")
    testCases.print("AVERAGE SPD 3Y", averageSpd3Y)
    testCases.print("AVERAGE SPD 5Y", averageSpd5Y)
    testCases.print("AVERAGE SPD 7Y", averageSpd7Y)
    testCases.print("AVERAGE SPD 10Y", averageSpd10Y)
    testCases.banner(
        "===================================================================")

    ##########################################################################
    # Now determine the intrinsic spread of the index to the same maturity dates
    # As the single name CDS contracts
    ##########################################################################

    cdsIndex = FinCDSIndexPortfolio()

    intrinsicSpd3Y = cdsIndex.intrinsicSpread(
        valuationDate, stepInDate, maturity3Y, issuerCurves) * 10000.0

    intrinsicSpd5Y = cdsIndex.intrinsicSpread(
        valuationDate, stepInDate, maturity5Y, issuerCurves) * 10000.0

    intrinsicSpd7Y = cdsIndex.intrinsicSpread(
        valuationDate, stepInDate, maturity7Y, issuerCurves) * 10000.0

    intrinsicSpd10Y = cdsIndex.intrinsicSpread(
        valuationDate, stepInDate, maturity10Y, issuerCurves) * 10000.0

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

    testCases.header("LABEL", "VALUE")
    testCases.print("INTRINSIC SPD 3Y", intrinsicSpd3Y)
    testCases.print("INTRINSIC SPD 5Y", intrinsicSpd5Y)
    testCases.print("INTRINSIC SPD 7Y", intrinsicSpd7Y)
    testCases.print("INTRINSIC SPD 10Y", intrinsicSpd10Y)
    testCases.banner(
        "===================================================================")

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

    indexCoupons = [0.002, 0.0037, 0.0050, 0.0063]
    indexUpfronts = [0.0, 0.0, 0.0, 0.0]
    indexMaturityDates = [
        FinDate(2009, 12, 20),
        FinDate(2011, 12, 20),
        FinDate(2013, 12, 20),
        FinDate(2016, 12, 20)
    ]
    indexRecoveryRate = 0.40

    tolerance = 1e-6

    import time
    start = time.time()

    adjustedIssuerCurves = FinCDSIndexPortfolio.hazardRateAdjustIntrinsic(
        valuationDate, issuerCurves, indexCoupons, indexUpfronts,
        indexMaturityDates, indexRecoveryRate, tolerance)

    end = time.time()
    testCases.header("TIME")
    testCases.print(end - start)

    #    numCredits = len(issuerCurves)
    #    testCases.print("#","MATURITY","CDS_UNADJ","CDS_ADJ")
    #    for m in range(0,numCredits):
    #        for cds in cdsContracts:
    #            unadjustedSpread = cds.parSpread(valuationDate,issuerCurves[m])
    #            adjustedSpread = cds.parSpread(valuationDate,adjustedIssuerCurves[m])
    #            testCases.print(m,str(cds._maturityDate),"%10.3f"%(unadjustedSpread*10000),"%10.3f" %(adjustedSpread*10000))

    cdsIndex = FinCDSIndexPortfolio()

    intrinsicSpd3Y = cdsIndex.intrinsicSpread(valuationDate, stepInDate,
                                              indexMaturityDates[0],
                                              adjustedIssuerCurves) * 10000.0

    intrinsicSpd5Y = cdsIndex.intrinsicSpread(valuationDate, stepInDate,
                                              indexMaturityDates[1],
                                              adjustedIssuerCurves) * 10000.0

    intrinsicSpd7Y = cdsIndex.intrinsicSpread(valuationDate, stepInDate,
                                              indexMaturityDates[2],
                                              adjustedIssuerCurves) * 10000.0

    intrinsicSpd10Y = cdsIndex.intrinsicSpread(valuationDate, stepInDate,
                                               indexMaturityDates[3],
                                               adjustedIssuerCurves) * 10000.0

    # If the adjustment works then this should equal the index spreads
    testCases.header("LABEL", "VALUE")
    testCases.print("ADJUSTED INTRINSIC SPD 3Y", intrinsicSpd3Y)
    testCases.print("ADJUSTED INTRINSIC SPD 5Y", intrinsicSpd5Y)
    testCases.print("ADJUSTED INTRINSIC SPD 7Y", intrinsicSpd7Y)
    testCases.print("ADJUSTED INTRINSIC SPD 10Y", intrinsicSpd10Y)
Beispiel #9
0
def buildFullIssuerCurve(mktSpreadBump, irBump):

    # https://www.markit.com/markit.jsp?jsppage=pv.jsp
    # YIELD CURVE 8-AUG-2019 SNAP AT 1600

    tradeDate = FinDate(2019, 8, 9)
    valuationDate = tradeDate.addDays(1)

    dcType = FinDayCountTypes.ACT_360
    depos = []

    m = 1.0  # 0.00000000000

    spotDays = 2
    settlementDate = valuationDate.addDays(spotDays)

    maturityDate = settlementDate.addMonths(1)
    depo1 = FinLiborDeposit(settlementDate, maturityDate, m * 0.022009, dcType)

    maturityDate = settlementDate.addMonths(2)
    depo2 = FinLiborDeposit(settlementDate, maturityDate, m * 0.022138, dcType)

    maturityDate = settlementDate.addMonths(3)
    depo3 = FinLiborDeposit(settlementDate, maturityDate, m * 0.021810, dcType)

    maturityDate = settlementDate.addMonths(6)
    depo4 = FinLiborDeposit(settlementDate, maturityDate, m * 0.020503, dcType)

    maturityDate = settlementDate.addMonths(12)
    depo5 = FinLiborDeposit(settlementDate, maturityDate, m * 0.019930, dcType)

    depos.append(depo1)
    depos.append(depo2)
    depos.append(depo3)
    depos.append(depo4)
    depos.append(depo5)

    fras = []
    swaps = []
    dcType = FinDayCountTypes.THIRTY_E_360_ISDA
    fixedFreq = FinFrequencyTypes.SEMI_ANNUAL

    maturityDate = settlementDate.addMonths(24)
    swap1 = FinLiborSwap(settlementDate, maturityDate, m * 0.015910 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap1)

    maturityDate = settlementDate.addMonths(36)
    swap2 = FinLiborSwap(settlementDate, maturityDate, m * 0.014990 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap2)

    maturityDate = settlementDate.addMonths(48)
    swap3 = FinLiborSwap(settlementDate, maturityDate, m * 0.014725 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap3)

    maturityDate = settlementDate.addMonths(60)
    swap4 = FinLiborSwap(settlementDate, maturityDate, m * 0.014640 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap4)

    maturityDate = settlementDate.addMonths(72)
    swap5 = FinLiborSwap(settlementDate, maturityDate, m * 0.014800 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap5)

    maturityDate = settlementDate.addMonths(84)
    swap6 = FinLiborSwap(settlementDate, maturityDate, m * 0.014995 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap6)

    maturityDate = settlementDate.addMonths(96)
    swap7 = FinLiborSwap(settlementDate, maturityDate, m * 0.015180 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap7)

    maturityDate = settlementDate.addMonths(108)
    swap8 = FinLiborSwap(settlementDate, maturityDate, m * 0.015610 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap8)

    maturityDate = settlementDate.addMonths(120)
    swap9 = FinLiborSwap(settlementDate, maturityDate, m * 0.015880 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap9)

    maturityDate = settlementDate.addMonths(144)
    swap10 = FinLiborSwap(settlementDate, maturityDate, m * 0.016430 + irBump,
                          fixedFreq, dcType)
    swaps.append(swap10)

    liborCurve = FinLiborOneCurve("USD_LIBOR", settlementDate, depos, fras,
                                  swaps)

    cdsMarketContracts = []

    cdsCoupon = 0.04 + mktSpreadBump

    #    maturityDate = valuationDate.nextCDSDate(6)
    #    cds = FinCDS(valuationDate,maturityDate, cdsCoupon)
    #    cdsMarketContracts.append(cds)

    maturityDate = valuationDate.nextCDSDate(12)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    maturityDate = valuationDate.nextCDSDate(24)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    maturityDate = valuationDate.nextCDSDate(36)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    maturityDate = valuationDate.nextCDSDate(48)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    maturityDate = valuationDate.nextCDSDate(60)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    maturityDate = valuationDate.nextCDSDate(84)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    maturityDate = valuationDate.nextCDSDate(120)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    maturityDate = valuationDate.nextCDSDate(180)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    #    for cds in cdsMarketContracts:
    #        print("CDS Maturity Date",cds._maturityDate)

    recoveryRate = 0.40

    issuerCurve = FinCDSCurve(valuationDate, cdsMarketContracts, liborCurve,
                              recoveryRate)

    return liborCurve, issuerCurve
Beispiel #10
0
def test_fullPriceCDSIndexOption():

    tradeDate = FinDate(2007, 8, 1)
    stepInDate = tradeDate.addDays(1)
    valuationDate = stepInDate

    liborCurve = buildLiborCurve(tradeDate)

    maturity3Y = tradeDate.nextCDSDate(36)
    maturity5Y = tradeDate.nextCDSDate(60)
    maturity7Y = tradeDate.nextCDSDate(84)
    maturity10Y = tradeDate.nextCDSDate(120)

    f = open('.//data//CDX_NA_IG_S7_SPREADS.csv', 'r')
    data = f.readlines()
    issuerCurves = []

    for row in data[1:]:

        splitRow = row.split(",")
        creditName = splitRow[0]
        spd3Y = float(splitRow[1]) / 10000.0
        spd5Y = float(splitRow[2]) / 10000.0
        spd7Y = float(splitRow[3]) / 10000.0
        spd10Y = float(splitRow[4]) / 10000.0
        recoveryRate = float(splitRow[5])

        cds3Y = FinCDS(stepInDate, maturity3Y, spd3Y)
        cds5Y = FinCDS(stepInDate, maturity5Y, spd5Y)
        cds7Y = FinCDS(stepInDate, maturity7Y, spd7Y)
        cds10Y = FinCDS(stepInDate, maturity10Y, spd10Y)
        cdsContracts = [cds3Y, cds5Y, cds7Y, cds10Y]

        issuerCurve = FinCDSCurve(valuationDate,
                                  cdsContracts,
                                  liborCurve,
                                  recoveryRate)

        issuerCurves.append(issuerCurve)

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

    indexUpfronts = [0.0, 0.0, 0.0, 0.0]
    indexMaturityDates = [FinDate(2009, 12, 20),
                          FinDate(2011, 12, 20),
                          FinDate(2013, 12, 20),
                          FinDate(2016, 12, 20)]
    indexRecovery = 0.40

    testCases.banner(
        "======================= CDS INDEX OPTION ==========================")

    indexCoupon = 0.004
    volatility = 0.50
    numCredits = 125
    expiryDate = FinDate(2008, 2, 1)
    maturityDate = FinDate(2011, 12, 20)
    notional = 10000.0
    tolerance = 1e-3

    testCases.header(
        "TIME",
        "STRIKE",
        "INDEX",
        "PAYER",
        "RECEIVER",
        "G(K)",
        "X",
        "EXPH",
        "ABPAY",
        "ABREC")

    for index in np.linspace(20, 60, 5):

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

        cdsContracts = []
        for dt in indexMaturityDates:
            cds = FinCDS(valuationDate, dt, index / 10000.0)
            cdsContracts.append(cds)

        indexCurve = FinCDSCurve(
            valuationDate,
            cdsContracts,
            liborCurve,
            indexRecovery)

        if 1 == 0:

            indexSpreads = [index / 10000.0] * 4

            adjustedIssuerCurves = FinCDSIndexPortfolio.hazardRateAdjustIntrinsic(
                valuationDate,
                issuerCurves,
                indexSpreads,
                indexUpfronts,
                indexMaturityDates,
                indexRecovery,
                tolerance)
        else:

            indexSpread = index / 10000.0
            issuerCurve = buildFlatIssuerCurve(tradeDate,
                                               liborCurve,
                                               indexSpread,
                                               indexRecovery)

            adjustedIssuerCurves = []
            for iCredit in range(0, 125):
                adjustedIssuerCurves.append(issuerCurve)

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

        for strike in np.linspace(20, 60, 5):

            start = time.time()

            option = FinCDSIndexOption(expiryDate,
                                       maturityDate,
                                       indexCoupon,
                                       strike / 10000.0,
                                       notional)

            v_pay_1, v_rec_1, strikeValue, mu, expH = option.valueAnderson(
                valuationDate, adjustedIssuerCurves, indexRecovery, volatility)
            end = time.time()
            elapsed = end - start

            end = time.time()

            v_pay_2, v_rec_2 = option.valueAdjustedBlack(valuationDate,
                                                         indexCurve,
                                                         indexRecovery,
                                                         liborCurve,
                                                         volatility)

            elapsed = end - start

            testCases.print(
                elapsed,
                strike,
                index,
                v_pay_1,
                v_rec_1,
                strikeValue,
                mu,
                expH,
                v_pay_2,
                v_rec_2)
def test_CDSIndexPortfolio():

    tradeDate = FinDate(2007, 8, 1)
    stepInDate = tradeDate.addDays(1)
    valuationDate = stepInDate

    liborCurve = buildLiborCurve(tradeDate)

    maturity3Y = tradeDate.nextCDSDate(36)
    maturity5Y = tradeDate.nextCDSDate(60)
    maturity7Y = tradeDate.nextCDSDate(84)
    maturity10Y = tradeDate.nextCDSDate(120)

    f = open('.//data//CDX_NA_IG_S7_SPREADS.csv', 'r')
    data = f.readlines()
    issuerCurves = []

    for row in data[1:]:

        splitRow = row.split(",")
        spd3Y = float(splitRow[1]) / 10000.0
        spd5Y = float(splitRow[2]) / 10000.0
        spd7Y = float(splitRow[3]) / 10000.0
        spd10Y = float(splitRow[4]) / 10000.0
        recoveryRate = float(splitRow[5])

        cds3Y = FinCDS(stepInDate, maturity3Y, spd3Y)
        cds5Y = FinCDS(stepInDate, maturity5Y, spd5Y)
        cds7Y = FinCDS(stepInDate, maturity7Y, spd7Y)
        cds10Y = FinCDS(stepInDate, maturity10Y, spd10Y)
        cdsContracts = [cds3Y, cds5Y, cds7Y, cds10Y]

        issuerCurve = FinCDSCurve(valuationDate, cdsContracts, liborCurve,
                                  recoveryRate)

        issuerCurves.append(issuerCurve)

    ##########################################################################
    # Now determine the average spread of the index
    ##########################################################################

    cdsIndex = FinCDSIndexPortfolio()

    averageSpd3Y = cdsIndex.averageSpread(valuationDate, stepInDate,
                                          maturity3Y, issuerCurves) * 10000.0

    averageSpd5Y = cdsIndex.averageSpread(valuationDate, stepInDate,
                                          maturity5Y, issuerCurves) * 10000.0

    averageSpd7Y = cdsIndex.averageSpread(valuationDate, stepInDate,
                                          maturity7Y, issuerCurves) * 10000.0

    averageSpd10Y = cdsIndex.averageSpread(valuationDate, stepInDate,
                                           maturity10Y, issuerCurves) * 10000.0

    testCases.header("LABEL", "VALUE")
    testCases.print("AVERAGE SPD 3Y", averageSpd3Y)
    testCases.print("AVERAGE SPD 5Y", averageSpd5Y)
    testCases.print("AVERAGE SPD 7Y", averageSpd7Y)
    testCases.print("AVERAGE SPD 10Y", averageSpd10Y)

    ##########################################################################
    # Now determine the intrinsic spread of the index to the same maturity dates
    # As the single name CDS contracts
    ##########################################################################

    cdsIndex = FinCDSIndexPortfolio()

    intrinsicSpd3Y = cdsIndex.intrinsicSpread(
        valuationDate, stepInDate, maturity3Y, issuerCurves) * 10000.0

    intrinsicSpd5Y = cdsIndex.intrinsicSpread(
        valuationDate, stepInDate, maturity5Y, issuerCurves) * 10000.0

    intrinsicSpd7Y = cdsIndex.intrinsicSpread(
        valuationDate, stepInDate, maturity7Y, issuerCurves) * 10000.0

    intrinsicSpd10Y = cdsIndex.intrinsicSpread(
        valuationDate, stepInDate, maturity10Y, issuerCurves) * 10000.0

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

    testCases.header("LABEL", "VALUE")
    testCases.print("INTRINSIC SPD 3Y", intrinsicSpd3Y)
    testCases.print("INTRINSIC SPD 5Y", intrinsicSpd5Y)
    testCases.print("INTRINSIC SPD 7Y", intrinsicSpd7Y)
    testCases.print("INTRINSIC SPD 10Y", intrinsicSpd10Y)
Beispiel #12
0
def buildFullIssuerCurve(tradeDate):

    valuationDate = tradeDate.addDays(1)
    dcType = FinDayCountTypes.ACT_360
    depos = []
    irBump = 0.0

    m = 1.0  # 0.00000000000

    spotDays = 2
    settlementDate = valuationDate.addDays(spotDays)

    maturityDate = settlementDate.addMonths(1)
    depo1 = FinLiborDeposit(settlementDate, maturityDate, m * 0.0016, dcType)

    maturityDate = settlementDate.addMonths(2)
    depo2 = FinLiborDeposit(settlementDate, maturityDate, m * 0.0020, dcType)

    maturityDate = settlementDate.addMonths(3)
    depo3 = FinLiborDeposit(settlementDate, maturityDate, m * 0.0024, dcType)

    maturityDate = settlementDate.addMonths(6)
    depo4 = FinLiborDeposit(settlementDate, maturityDate, m * 0.0033, dcType)

    maturityDate = settlementDate.addMonths(12)
    depo5 = FinLiborDeposit(settlementDate, maturityDate, m * 0.0056, dcType)

    depos.append(depo1)
    depos.append(depo2)
    depos.append(depo3)
    depos.append(depo4)
    depos.append(depo5)

    fras = []

    swaps = []
    dcType = FinDayCountTypes.THIRTY_E_360_ISDA
    fixedFreq = FinFrequencyTypes.SEMI_ANNUAL

    maturityDate = settlementDate.addMonths(24)
    swap1 = FinLiborSwap(settlementDate, maturityDate, m * 0.0044 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap1)

    maturityDate = settlementDate.addMonths(36)
    swap2 = FinLiborSwap(settlementDate, maturityDate, m * 0.0078 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap2)

    maturityDate = settlementDate.addMonths(48)
    swap3 = FinLiborSwap(settlementDate, maturityDate, m * 0.0119 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap3)

    maturityDate = settlementDate.addMonths(60)
    swap4 = FinLiborSwap(settlementDate, maturityDate, m * 0.0158 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap4)

    maturityDate = settlementDate.addMonths(72)
    swap5 = FinLiborSwap(settlementDate, maturityDate, m * 0.0192 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap5)

    maturityDate = settlementDate.addMonths(84)
    swap6 = FinLiborSwap(settlementDate, maturityDate, m * 0.0219 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap6)

    maturityDate = settlementDate.addMonths(96)
    swap7 = FinLiborSwap(settlementDate, maturityDate, m * 0.0242 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap7)

    maturityDate = settlementDate.addMonths(108)
    swap8 = FinLiborSwap(settlementDate, maturityDate, m * 0.0261 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap8)

    maturityDate = settlementDate.addMonths(120)
    swap9 = FinLiborSwap(settlementDate, maturityDate, m * 0.0276 + irBump,
                         fixedFreq, dcType)
    swaps.append(swap9)

    liborCurve = FinLiborCurve("USD_LIBOR", settlementDate, depos, fras, swaps)

    cdsMarketContracts = []

    cdsCoupon = 0.005743
    maturityDate = valuationDate.nextCDSDate(6)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    cdsCoupon = 0.007497
    maturityDate = valuationDate.nextCDSDate(12)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    cdsCoupon = 0.011132
    maturityDate = valuationDate.nextCDSDate(24)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    cdsCoupon = 0.013932
    maturityDate = valuationDate.nextCDSDate(36)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    cdsCoupon = 0.015764
    maturityDate = valuationDate.nextCDSDate(48)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    cdsCoupon = 0.017366
    maturityDate = valuationDate.nextCDSDate(60)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    cdsCoupon = 0.020928
    maturityDate = valuationDate.nextCDSDate(84)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    cdsCoupon = 0.022835
    maturityDate = valuationDate.nextCDSDate(120)
    cds = FinCDS(valuationDate, maturityDate, cdsCoupon)
    cdsMarketContracts.append(cds)

    recoveryRate = 0.40

    issuerCurve = FinCDSCurve(valuationDate, cdsMarketContracts, liborCurve,
                              recoveryRate)

    return liborCurve, issuerCurve