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"# Interest Rate Swaps Valuation with Python and QuantLib\n", | |
"<br>__[Financionerioncios](https://financioneroncios.wordpress.com)__\n", | |
"<br>__[Dany Cajas](https://www.linkedin.com/in/dany-cajas/)__\n", | |
"<br>__[Practical Econometrics with Python](https://www.amazon.com/-/es/Marlon-Saito-ebook/dp/B08KJ1322G/ref=sr_1_1?dchild=1&qid=1603904149&refinements=p_27%3AMarlon+Saito&s=digital-text&sr=1-1&text=Marlon+Saito)__ \n", | |
"<br>__[Econometría Práctica con Python](https://www.amazon.com/-/es/Marlon-Saito-ebook/dp/B08KHZKV9R/ref=sr_1_2?dchild=1&qid=1603903646&refinements=p_27%3AMarlon+Saito&s=digital-text&sr=1-2&text=Marlon+Saito)__ \n", | |
"\n", | |
"<br>Hi people, en este post tratare la valorización de swaps usando libor discounting y ois discounting. Esto les servira para ver si lo que les cobra su banco es justo (para poder negociar teniendo una referencia real), para asegurarse que las valorizaciones mensuales son correctas y para ver que sucederia con sus swaps en caso haya movimientos en la curva de tasas en caso quieran inmunizar su portafolio :D.\n", | |
"\n", | |
"Para Python les recomiendo que usen __[winpython](https://winpython.github.io/)__ (solo windows, pero es portable) o __[anaconda](https://www.anaconda.com/download/)__ (es multiplataforma, pero requiere de instalación). Al instalar cualquiera de estas distribuciones encontraran los ejecutables Jupyter Notebook (el formato del post, los archivos tienen extensión es .ipynb) y Spyder (IDE que recomiendo para trabajar porque permite visualizar las variables y su tipo, los archivos tienen extensión es .py)\n", | |
"\n", | |
"En la página del blog dejaré los notebooks (se abren con jupyter notebook), los scripts de python (recomiendo que usen spyder para trabajar con estos archivos) y los archivos en excel con la data usada en los ejemplos.\n", | |
"<br>Los temas que trataremos en este post son:\n", | |
"1. Bootstrapping Curva Libor.\n", | |
"1. Valorización de Plain Vanilla Swap con Libor discounting.\n", | |
"1. Bootstrapping Curva OIS.\n", | |
"1. Valorización de Plain Vanilla Swap con OIS discounting.\n", | |
"\n", | |
"## 1. Bootstrapping Curva Libor.\n", | |
"<br>Para empezar con la valorización del swap primero necesitamos la curva de factores de descuento con la que se descontaran los flujos de la pata fija y la pata variable, y se calcularan los flujos de la pata variable. Tradicionalmente se utilizaba la curva libor la cual se construye con la siguiente data:\n", | |
"* El tramo corto se construye con __Tasas de Depositos__.\n", | |
"* El tramo medio se construye con __Tasas de Forward Rate Agreements (FRA) o Eurodollars Futures__.\n", | |
"* El tramo de largo plazo se construye con __Tasas de Swaps__.\n", | |
"\n", | |
"Las formulas necesarias para calcular los factores de descuentos son:\n", | |
"\n", | |
"* Primero calculamos los factores de descuento para valores menores a un año:\n", | |
"\n", | |
"$$DF^{LIBOR}_n = \\frac{1}{1+LIBOR_n*\\sum^{n}_{j=1}A_j}$$\n", | |
"\n", | |
"\n", | |
"* Luego calculamos los factores de descuento para valores mayores a un año:\n", | |
"\n", | |
"$$DF^{LIBOR}_n = \\frac{1-SFR_n*\\sum^{n-1}_{j=1}(A_j*DF^{LIBOR}_j)}{1-SFR_n*A_n}$$\n", | |
"\n", | |
"\n", | |
"* Para calcular las tasas forward para el calculo de los cupones de la pata variable usamos la siguiente formula:\n", | |
"\n", | |
"$$IFR^{LIBOR}_{n-1,n} = \\Big ( \\frac{DF^{LIBOR}_{n-1}}{DF^{LIBOR}_n}-1 \\Big ) * \\frac{1}{A_n}$$\n", | |
"\n", | |
"\n", | |
"Donde:\n", | |
"<br>$LIBOR_n$: La tasa de la curva Libor en el periodo n.\n", | |
"<br>$A_j$: es la fraccion del año para el periodo comprendido entre n-1 y n.\n", | |
"<br>$DF^{LIBOR}_n$: Factor de descuento Libor de la tasa n.\n", | |
"<br>$IFR^{LIBOR}_{n-1,n}$: Es la tasa Libor forward implicita para el periodo comprendido entre n-1 y n.\n", | |
"\n", | |
"Lo bueno que no necesitamos construir estas formulas en Python ya que QuantLib las tiene implementadas.\n", | |
"\n", | |
"Para empezar con el ejemplo primero vamos a bloomberg a conseguir la data para construir la curva:" | |
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" | |
} | |
}, | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Para el ejemplo voy a ingresar la información desde un excel utilizando la libreria pandas porque resulta mas sencillo asi para luego automatizar cambiando la fecha de referencia.\n", | |
"\n", | |
"Ahora vamos a cargar la información las tasas que me baje de Bloomberg." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" Term InstType Bid Ask Mid Unnamed: 6\n", | |
"Date \n", | |
"2018-01-15 3 MO CASH 1.73133 1.73133 1.73133 NaN\n", | |
"2018-01-15 1F FUTURE 1.83974 1.83974 1.83974 NaN\n", | |
"2018-01-15 2F FUTURE 2.02912 2.02912 2.02912 NaN\n", | |
"2018-01-15 3F FUTURE 2.14823 2.14823 2.14823 NaN\n", | |
"2018-01-15 4F FUTURE 2.25708 2.25708 2.25708 NaN\n", | |
"2018-01-15 5F FUTURE 2.32567 2.32567 2.32567 NaN\n", | |
"2018-01-15 6F FUTURE 2.38401 2.38401 2.38401 NaN\n", | |
"2018-01-15 2 YR SWAP 2.21154 2.21846 2.21500 NaN\n", | |
"2018-01-15 3 YR SWAP 2.30875 2.31625 2.31250 NaN\n", | |
"2018-01-15 4 YR SWAP 2.34790 2.36140 2.35465 NaN\n", | |
"2018-01-15 5 YR SWAP 2.38668 2.39932 2.39300 NaN\n", | |
"2018-01-15 6 YR SWAP 2.42596 2.43204 2.42900 NaN\n", | |
"2018-01-15 7 YR SWAP 2.45697 2.46523 2.46110 NaN\n", | |
"2018-01-15 8 YR SWAP 2.48200 2.48600 2.48400 NaN\n", | |
"2018-01-15 9 YR SWAP 2.50643 2.51357 2.51000 NaN\n", | |
"2018-01-15 10 YR SWAP 2.53300 2.54300 2.53800 NaN\n", | |
"2018-01-15 11 YR SWAP 2.55517 2.57883 2.56700 NaN\n", | |
"2018-01-15 12 YR SWAP 2.57424 2.58196 2.57810 NaN\n", | |
"2018-01-15 15 YR SWAP 2.61719 2.62261 2.61990 NaN\n", | |
"2018-01-15 20 YR SWAP 2.65010 2.66010 2.65510 NaN\n", | |
"2018-01-15 25 YR SWAP 2.65700 2.66700 2.66200 NaN\n", | |
"2018-01-15 30 YR SWAP 2.65281 2.66219 2.65750 NaN\n", | |
"2018-01-15 40 YR SWAP 2.63212 2.63689 2.63451 NaN\n", | |
"2018-01-15 50 YR SWAP 2.59679 2.60401 2.60040 NaN\n" | |
] | |
} | |
], | |
"source": [ | |
"#################################################\n", | |
"# Cargando la data de excel y filtrandola\n", | |
"#################################################\n", | |
"\n", | |
"import pandas as pd\n", | |
"\n", | |
"df = pd.read_excel('Curva_Libor.xlsx',header = 0, index_col=0)\n", | |
"data = df[df.index == '15/01/2018'].iloc[:,4].values / 100\n", | |
"data = data.tolist()\n", | |
"\n", | |
"print(df[df.index == '15/01/2018'])\n", | |
"del df" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" Discount Zero Forward 3M\n", | |
"January 17th, 2018 1.000000 0.017276 0.017276\n", | |
"April 17th, 2018 0.995690 0.017313 0.017313\n", | |
"July 17th, 2018 0.991194 0.017671 0.017946\n", | |
"October 17th, 2018 0.986432 0.018138 0.018890\n", | |
"January 17th, 2019 0.981246 0.018851 0.020680\n", | |
"April 17th, 2019 0.975920 0.019523 0.021831\n", | |
"July 17th, 2019 0.970329 0.020162 0.022795\n", | |
"October 17th, 2019 0.964549 0.020739 0.023447\n", | |
"January 17th, 2020 0.956812 0.022259 0.031641\n", | |
"April 17th, 2020 0.951066 0.022561 0.023900\n", | |
"July 17th, 2020 0.945246 0.022865 0.024359\n", | |
"October 17th, 2020 0.939288 0.023176 0.024821\n", | |
"January 17th, 2021 0.933258 0.023490 0.025285\n", | |
"April 17th, 2021 0.927643 0.023676 0.024208\n", | |
"July 17th, 2021 0.921954 0.023864 0.024412\n", | |
"October 17th, 2021 0.916186 0.024056 0.024635\n", | |
"January 17th, 2022 0.910403 0.024250 0.024858\n", | |
"April 17th, 2022 0.904783 0.024426 0.024842\n", | |
"July 17th, 2022 0.899094 0.024606 0.025035\n", | |
"October 17th, 2022 0.893334 0.024789 0.025230\n" | |
] | |
} | |
], | |
"source": [ | |
"import QuantLib as ql\n", | |
"import datetime\n", | |
"import numpy as np\n", | |
"\n", | |
"#################################################\n", | |
"# Definiendo algunos parametros iniciales\n", | |
"#################################################\n", | |
"\n", | |
"calendar = ql.TARGET()\n", | |
"todaysDate = ql.Date(15, ql.January, 2018)\n", | |
"ql.Settings.instance().evaluationDate = todaysDate\n", | |
"settlementDate = calendar.advance(todaysDate, ql.Period(2, ql.Days), ql.ModifiedFollowing) \n", | |
"swapIndex = ql.USDLibor(ql.Period(3, ql.Months))\n", | |
"\n", | |
"#################################################\n", | |
"# Preparando la información para construir la curva\n", | |
"#################################################\n", | |
"\n", | |
"# Obteniendo las tasas de depositos de la data cargada\n", | |
"deposits = {(3, ql.Months): data[0]}\n", | |
"\n", | |
"# Obteniendo las tasas de Eurodollar Futures de CME de la data cargada\n", | |
"imm = ql.IMM.nextDate(settlementDate)\n", | |
"futures = {}\n", | |
"for i in range(1, 7):\n", | |
" imm = ql.IMM.nextDate(imm + 1)\n", | |
" futures[imm] = 100- data[i]*100\n", | |
"\n", | |
"# Obteniendo las tasas de swaps de la data cargada\n", | |
"years = [2, 3, 4, 5, 6, 7, 8, 9, 10, 11]# 12, 15, 20, 25, 30, 40, 50]\n", | |
"swaps = {}\n", | |
"j= 7\n", | |
"for i in years:\n", | |
" swaps[(i, ql.Years)] = data[j]\n", | |
" j += 1\n", | |
"\n", | |
"# Convirtiendo las tasas al objeto quotas de quantlib\n", | |
"for n, unit in deposits.keys():\n", | |
" deposits[(n, unit)] = ql.SimpleQuote(deposits[(n, unit)])\n", | |
"for d in futures.keys():\n", | |
" futures[d] = futures[d]\n", | |
"for n,unit in swaps.keys():\n", | |
" swaps[(n, unit)] = ql.SimpleQuote(swaps[(n, unit)])\n", | |
" \n", | |
"\n", | |
"################################################# \n", | |
"# Construyendo los rate helpers\n", | |
"#################################################\n", | |
"\n", | |
"# Construyendo los rate helpers de los depositos\n", | |
"dayCounter = ql.Actual360()\n", | |
"settlementDays = 2\n", | |
"depositHelpers = [ ql.DepositRateHelper(ql.QuoteHandle(deposits[(n, unit)]),\n", | |
" ql.Period(n, unit), settlementDays,\n", | |
" calendar, ql.ModifiedFollowing,\n", | |
" False, dayCounter)\n", | |
" for n, unit in deposits.keys() ]\n", | |
"\n", | |
"# Construyendo los rate helpers de los Eurodollars Futures\n", | |
"months = 3\n", | |
"futuresHelpers = [ ql.FuturesRateHelper(futures[d],\n", | |
" d, months,\n", | |
" calendar, ql.ModifiedFollowing,\n", | |
" True, dayCounter)\n", | |
" for d in futures.keys() ]\n", | |
"\n", | |
"# Construyendo los rate helpers de los swaps\n", | |
"settlementDays = 2\n", | |
"fixedLegFrequency = ql.Semiannual\n", | |
"fixedLegTenor = ql.Period(6, ql.Months)\n", | |
"fixedLegAdjustment = ql.Unadjusted\n", | |
"fixedLegDayCounter = ql.Thirty360()\n", | |
"floatingLegFrequency = ql.Quarterly\n", | |
"floatingLegTenor = ql.Period(3, ql.Months)\n", | |
"floatingLegAdjustment = ql.ModifiedFollowing\n", | |
"swapHelpers = [ ql.SwapRateHelper(ql.QuoteHandle(swaps[(n,unit)]),\n", | |
" ql.Period(n, unit), calendar,\n", | |
" fixedLegFrequency, fixedLegAdjustment,\n", | |
" fixedLegDayCounter, swapIndex)\n", | |
" for n, unit in swaps.keys() ]\n", | |
"\n", | |
"################################################# \n", | |
"# Construyendo la estructura de tasas de interes\n", | |
"#################################################\n", | |
"\n", | |
"helpers = depositHelpers + futuresHelpers + swapHelpers[0:]\n", | |
"depoFuturesSwapCurve = ql.PiecewiseLinearZero(settlementDate, helpers,\n", | |
" ql.Actual360())\n", | |
"\n", | |
"depoFuturesSwapCurve.enableExtrapolation()\n", | |
"\n", | |
"curves_libor = {}\n", | |
"for i in range(0, 200):\n", | |
" t = todaysDate + 2 + ql.Period(int(i*3), ql.Months)\n", | |
" DF = depoFuturesSwapCurve.discount(t)\n", | |
" ZR = depoFuturesSwapCurve.zeroRate(t, ql.Actual360() ,ql.Simple).rate()\n", | |
" FR = ZR\n", | |
" if i != 0 :\n", | |
" t_1 = todaysDate + 2 + ql.Period(int((i-1)*3), ql.Months) \n", | |
" FR = depoFuturesSwapCurve.forwardRate(t_1, t, ql.Actual360(),ql.Simple).rate()\n", | |
" \n", | |
" curves_libor[t] = [DF, ZR, FR]\n", | |
"\n", | |
"curves_libor = pd.DataFrame(curves_libor).T\n", | |
"curves_libor.columns = ['Discount', 'Zero', 'Forward 3M']\n", | |
"print(curves_libor.iloc[:20,:])" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Graficando las tasas cupon zero y las tasas forward usando Libor Discounting." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<Figure size 864x432 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"%matplotlib inline\n", | |
"import matplotlib.pyplot as plt\n", | |
"\n", | |
"def plot_rates(curve, title, n = 41):\n", | |
" dates_curve = curve.index[:n].tolist()\n", | |
" dates_curve = [datetime.datetime(d.year(), d.month(), d.dayOfMonth()) for d in dates_curve]\n", | |
"\n", | |
" fig, axes = plt.subplots(figsize=(12, 6))\n", | |
" axes.plot_date(dates_curve, curve.iloc[:n,1],'-', label = \"Zero\", color = \"b\")\n", | |
" axes.plot_date(dates_curve, curve.iloc[:n,2],'-', label = \"Forward\", color = \"orange\")\n", | |
" axes.set_title(title)\n", | |
" axes.set_yticklabels(['{:3.2%}'.format(x) for x in axes.get_yticks()]) \n", | |
" axes.legend(loc='best', bbox_to_anchor=(1, 0.5))\n", | |
" plt.show()\n", | |
"\n", | |
"plot_rates(curves_libor, 'Curvas usando Libor Discounting', 41)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## 2. Valorización de Plain Vanilla Swap con Libor discounting.\n", | |
"<br>Para calcular la tasa swap de un plain vanilla swap en dolares se usa la siguiente formula:\n", | |
"\n", | |
"$$SFR_n = \\frac{1-DF^{LIBOR}_n}{\\sum^{n}_{j=1}DF^{LIBOR}_j}$$\n", | |
"\n", | |
"Donde:\n", | |
"<br>$LIBOR_n$: La tasa cupon zero de la curva Libor.\n", | |
"<br>$DF^{LIBOR}_n$: Factor de descuento de la tasa n.\n", | |
"<br>$SFR_n$: La tasa swap que iguala el valor de la pata fija y variable.\n", | |
"\n", | |
"Para valorizar el swap usando usando python utilizaremos el siguiente codigo:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Net Present Value : 0.000000: \n", | |
"Swap Fixed Rate : 2.358977: \n", | |
"Fair Spread : 0.000000: \n", | |
"\n", | |
"Fixed Cash Flows :\n", | |
"\n", | |
" 1 July 17th, 2018 118604.10\n", | |
" 2 January 17th, 2019 120569.92\n", | |
" 3 July 17th, 2019 118604.10\n", | |
" 4 January 17th, 2020 120569.92\n", | |
" 5 July 17th, 2020 119259.37\n", | |
" 6 January 18th, 2021 121225.19\n", | |
" 7 July 19th, 2021 119259.37\n", | |
" 8 January 17th, 2022 119259.37\n", | |
" 9 July 18th, 2022 119259.37\n", | |
"10 January 17th, 2023 119914.64\n", | |
"\n", | |
"Floating Cash Flows :\n", | |
"\n", | |
" 1 April 17th, 2018 43283.25\n", | |
" 2 July 17th, 2018 45363.85\n", | |
" 3 October 17th, 2018 48275.12\n", | |
" 4 January 17th, 2019 52849.61\n", | |
" 5 April 17th, 2019 54578.60\n", | |
" 6 July 17th, 2019 57619.92\n", | |
" 7 October 17th, 2019 59920.50\n", | |
" 8 January 17th, 2020 80860.23\n", | |
" 9 April 17th, 2020 60414.46\n", | |
"10 July 17th, 2020 61573.93\n", | |
"11 October 19th, 2020 64828.10\n", | |
"12 January 18th, 2021 63931.50\n", | |
"13 April 19th, 2021 61163.69\n", | |
"14 July 19th, 2021 61721.60\n", | |
"15 October 18th, 2021 62279.53\n", | |
"16 January 17th, 2022 62837.50\n", | |
"17 April 19th, 2022 63495.18\n", | |
"18 July 18th, 2022 62593.35\n", | |
"19 October 17th, 2022 63776.55\n", | |
"20 January 17th, 2023 64975.99\n" | |
] | |
} | |
], | |
"source": [ | |
"#################################################\n", | |
"# Creando las estructuras para calcular los \n", | |
"# factores de descuento y las tasas forward\n", | |
"#################################################\n", | |
"\n", | |
"discountTermStructure = ql.RelinkableYieldTermStructureHandle(depoFuturesSwapCurve)\n", | |
"forecastTermStructure = ql.RelinkableYieldTermStructureHandle(depoFuturesSwapCurve)\n", | |
"\n", | |
"#################################################\n", | |
"# Creando el plain vanilla swap\n", | |
"#################################################\n", | |
"\n", | |
"# Fecha de Vencimiento del swap\n", | |
"maturity_date = calendar.advance(settlementDate, 5, ql.Years)\n", | |
"\n", | |
"# Definiendo la frecuencia de los cupones de la pata fija\n", | |
"fixed_leg_tenor = ql.Period(6, ql.Months)\n", | |
"# Creando el cronograma de la pata fija del swap\n", | |
"fixed_schedule = ql.Schedule(settlementDate, maturity_date, \n", | |
" fixed_leg_tenor, calendar,\n", | |
" ql.ModifiedFollowing, ql.ModifiedFollowing,\n", | |
" ql.DateGeneration.Forward, False)\n", | |
"\n", | |
"# Definiendo la frecuencia de los cupones de la pata variable\n", | |
"float_leg_tenor = ql.Period(3, ql.Months)\n", | |
"\n", | |
"# Creando el cronograma de la pata variable del swap\n", | |
"float_schedule = ql.Schedule(settlementDate, maturity_date, \n", | |
" float_leg_tenor, calendar,\n", | |
" ql.ModifiedFollowing, ql.ModifiedFollowing,\n", | |
" ql.DateGeneration.Forward, False)\n", | |
"\n", | |
"# Definiendo otras variables del swap\n", | |
"notional = 10000000\n", | |
"# En fixed_rate se puede poner cualquier valor al inicio\n", | |
"# pero luego se reemplaza con el fairRate que es la tasa\n", | |
"# que hace el valor del swap igual a 0\n", | |
"fixed_rate = 0.023589766214236384\n", | |
"fixed_leg_daycount = ql.Actual360()\n", | |
"# Se puede añadir un spread en caso el swap sea Libor + Spread\n", | |
"float_spread = 0.0\n", | |
"float_leg_daycount = ql.Actual360()\n", | |
"\n", | |
"libor3M_index = ql.USDLibor(ql.Period(3, ql.Months), forecastTermStructure)\n", | |
"\n", | |
"# Creando el swap de tasas de interes\n", | |
"ir_swap_libor = ql.VanillaSwap(ql.VanillaSwap.Receiver , notional, fixed_schedule, \n", | |
" fixed_rate, fixed_leg_daycount, float_schedule,\n", | |
" libor3M_index, float_spread, float_leg_daycount )\n", | |
" \n", | |
"swap_engine = ql.DiscountingSwapEngine(discountTermStructure)\n", | |
"\n", | |
"ir_swap_libor.setPricingEngine(swap_engine)\n", | |
"\n", | |
"print(\"Net Present Value : %10.6f: \"%(ir_swap_libor.NPV()))\n", | |
"print(\"Swap Fixed Rate : %10.6f: \"%(ir_swap_libor.fairRate()*100))\n", | |
"print(\"Fair Spread : %10.6f: \"%(ir_swap_libor.fairSpread()*100))\n", | |
"\n", | |
"print(\"\")\n", | |
"print(\"Fixed Cash Flows :\")\n", | |
"print(\"\")\n", | |
"for i, cf in enumerate(ir_swap_libor.leg(0)):\n", | |
" print(\"%2d %-18s %10.2f\"%(i+1, cf.date(), cf.amount()))\n", | |
"\n", | |
"print(\"\")\n", | |
"print(\"Floating Cash Flows :\")\n", | |
"print(\"\")\n", | |
"for i, cf in enumerate(ir_swap_libor.leg(1)):\n", | |
" print(\"%2d %-18s %10.2f\"%(i+1, cf.date(), cf.amount()))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Ahora si comparamos con los resultados que obtendriamos de bloomberg vemos que el calculo de la prima salio muy cercano por no decir igual ya que a __bloomberg le sale 2.359039 y a nosotros nos sale 2.358977__:" | |
] | |
}, | |
{ | |
"attachments": { | |
"Swap%20Libor.png": { | |
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" | |
} | |
}, | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Ahora para poder ver los flujos en una sola tabla y poder compararlos mas facilmente con Bloomberg, utilizamos el siguiente código:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" Fixed Float Net\n", | |
"2018-04-17 0.000000 43283.250000 -43283.250000\n", | |
"2018-07-17 118604.102355 45363.847833 73240.254521\n", | |
"2018-10-17 0.000000 48275.120806 -48275.120806\n", | |
"2019-01-17 120569.916206 52849.612536 67720.303670\n", | |
"2019-04-17 0.000000 54578.602173 -54578.602173\n", | |
"2019-07-17 118604.102355 57619.918465 60984.183890\n", | |
"2019-10-17 0.000000 59920.500627 -59920.500627\n", | |
"2020-01-17 120569.916206 80860.226074 39709.690133\n", | |
"2020-04-17 0.000000 60414.458989 -60414.458989\n", | |
"2020-07-17 119259.373639 61573.925904 57685.447735\n", | |
"2020-10-19 0.000000 64828.101779 -64828.101779\n", | |
"2021-01-18 121225.187490 63931.495908 57293.691581\n", | |
"2021-04-19 0.000000 61163.692218 -61163.692218\n", | |
"2021-07-19 119259.373639 61721.596890 57537.776749\n", | |
"2021-10-18 0.000000 62279.532498 -62279.532498\n", | |
"2022-01-17 119259.373639 62837.499044 56421.874595\n", | |
"2022-04-19 0.000000 63495.175177 -63495.175177\n", | |
"2022-07-18 119259.373639 62593.350263 56666.023375\n", | |
"2022-10-17 0.000000 63776.550051 -63776.550051\n", | |
"2023-01-17 119914.644922 64975.985904 54938.659018\n" | |
] | |
} | |
], | |
"source": [ | |
"#################################################\n", | |
"# Concatenando los 2 flujos de ambas patas\n", | |
"#################################################\n", | |
"\n", | |
"# Creando la funcion que concatena los flujos de caja\n", | |
"def Swap_CashFlows(ir_swap):\n", | |
" fix_dict = {}\n", | |
" float_dict = {}\n", | |
" for i, cf in enumerate(ir_swap.leg(0)):\n", | |
" d = cf.date()\n", | |
" d = datetime.datetime(d.year(), d.month(), d.dayOfMonth())\n", | |
" fix_dict[d] = [cf.amount()]\n", | |
"\n", | |
" for i, cf in enumerate(ir_swap.leg(1)):\n", | |
" d = cf.date()\n", | |
" d = datetime.datetime(d.year(), d.month(), d.dayOfMonth())\n", | |
" float_dict[d] = [cf.amount()]\n", | |
"\n", | |
" fix_dict = pd.DataFrame(fix_dict).T\n", | |
" float_dict = pd.DataFrame(float_dict).T\n", | |
" CashFlows = pd.concat([fix_dict, float_dict], axis = 1).fillna(0)\n", | |
" Net_dict = pd.DataFrame(CashFlows.iloc[:,0].values-CashFlows.iloc[:,1].values, index = CashFlows.index)\n", | |
" CashFlows = pd.concat([CashFlows, Net_dict], axis = 1).fillna(0)\n", | |
" CashFlows.columns = ['Fixed', 'Float', 'Net']\n", | |
" return CashFlows\n", | |
"\n", | |
"CashFlows = Swap_CashFlows(ir_swap_libor)\n", | |
"print(CashFlows)" | |
] | |
}, | |
{ | |
"attachments": { | |
"Libor%20Cashflows.png": { | |
"image/png": 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" | |
} | |
}, | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Graficando los flujos de caja de ambas patas:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 864x432 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"def plot_cashflows(CashFlows, title):\n", | |
" dates_list = CashFlows.index.tolist()\n", | |
" labels = np.arange(0,len(dates_list))\n", | |
" CashFlows_1 = CashFlows.iloc[:,0].tolist()\n", | |
" CashFlows_2 = CashFlows.iloc[:,1].tolist()\n", | |
" CashFlows_3 = CashFlows.iloc[:,2].tolist() \n", | |
" fig, axes = plt.subplots(figsize=(12, 6))\n", | |
" for i in range(len(dates_list)):\n", | |
" dates_list[i] = pd.to_datetime(dates_list[i]).strftime(\"%Y-%m\")\n", | |
"\n", | |
" axes.bar(labels - 0.25, CashFlows_1,\n", | |
" width = 0.25, color='b', label='Fixed')\n", | |
" axes.bar(labels, CashFlows_2,\n", | |
" width = 0.25, color='orange', label='Floating')\n", | |
" axes.bar(labels + 0.25, CashFlows_3,\n", | |
" width = 0.25, color='green', label='Net Payment')\n", | |
" axes.set_title(title)\n", | |
" axes.set_xticklabels([x for x in dates_list]) \n", | |
" axes.set_yticklabels(['{:.2f}'.format(x) for x in axes.get_yticks()]) \n", | |
" axes.legend(loc='best', bbox_to_anchor=(1, 0.5))\n", | |
" plt.show()\n", | |
"\n", | |
"plot_cashflows(CashFlows, 'Flujo de Caja Interest Rate Swap Libor Discounting')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## 3. Bootstrapping Curva OIS.\n", | |
"<br>Luego de la crisis de 2008, los bancos empezaron a darse cuenta que la curva Libor no reflejaba las tasas libres de riesgos, por lo que optaron por utilizar la la curva OIS (debido a que refleja los transacciones de los fed funds) para descontar los flujos y la curva Libor combinada con la Curva OIS para calcular los cupones de la pata variable. La informacion que se necesita para construir la curva OIS es la siguiente:\n", | |
"* El tramo corto se construye con __Tasas de OIS (Overnight Indexed Swaps__.\n", | |
"* El tramo de largo plazo se construye con __Tasas de Swaps__.\n", | |
"\n", | |
"Las formulas necesarias para calcular los factores de descuentos son:\n", | |
"\n", | |
"* Primero calculamos los factores de descuento para valores menores a un año:\n", | |
"\n", | |
"$$DF^{OIS}_n = \\frac{1}{1+OIS_n*\\sum^{n}_{j=1}A_j}$$\n", | |
"\n", | |
"\n", | |
"* Luego calculamos los factores de descuento para valores mayores a un año:\n", | |
"\n", | |
"$$DF^{OIS}_n = \\frac{1-OIS_n*\\sum^{n-1}_{j=1}(A_j*DF^{OIS}_j)}{1-OIS_n*A_n}$$\n", | |
"\n", | |
"\n", | |
"* Para calcular las tasas forward para el calculo de los cupones de la pata variable usamos la siguiente formula:\n", | |
"\n", | |
"$$IFR^{OIS}_{n-1,n} = \\frac{LIBOR_n*\\sum^{n}_{j=1}(A_j*DF^{OIS}_j)- \\sum^{n-1}_{j=1}(IFR^{OIS}_{j-1,j}*A_j*DF^{OIS}_{j})}{A_n*DF^{OIS}_n}$$\n", | |
"\n", | |
"\n", | |
"Donde:\n", | |
"<br>$LIBOR_n$: La tasa de la curva Libor.\n", | |
"<br>$OIS_n$: La tasa de la curva OIS.\n", | |
"<br>$A_j$ es la fraccion del año para el periodo comprendido entre n-1 y n.\n", | |
"<br>$DF^{OIS}_n$: Factor de descuento de la tasa n.\n", | |
"<br>$IFR^{OIS}_{n-1,n}$: Es la tasa forward implicita para el periodo comprendido entre n-1 y n.\n", | |
"\n", | |
"Lo bueno que no necesitamos construir estas formulas en Python ya que QuantLib las tiene implementadas.\n", | |
"\n", | |
"Para empezar con el ejemplo primero vamos a bloomberg a conseguir la data para construir la curva:" | |
] | |
}, | |
{ | |
"attachments": { | |
"OIS%20Curve.png": { | |
"image/png": 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" | |
} | |
}, | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" Term InstType Bid Ask Mid\n", | |
"Date \n", | |
"2018-01-15 1 DY CASH 1.42000 1.42000 1.42000\n", | |
"2018-01-15 1 WK SWAP 1.40537 1.43503 1.42020\n", | |
"2018-01-15 2 WK SWAP 1.41705 1.42095 1.41900\n", | |
"2018-01-15 3 WK SWAP 1.40590 1.42710 1.41650\n", | |
"2018-01-15 1 MO SWAP 1.40300 1.43300 1.41800\n", | |
"2018-01-15 2 MO SWAP 1.40396 1.43404 1.41900\n", | |
"2018-01-15 3 MO SWAP 1.46498 1.49502 1.48000\n", | |
"2018-01-15 4 MO SWAP 1.50498 1.53502 1.52000\n", | |
"2018-01-15 5 MO SWAP 1.53600 1.56600 1.55100\n", | |
"2018-01-15 6 MO SWAP 1.57584 1.60616 1.59100\n", | |
"2018-01-15 9 MO SWAP 1.66396 1.69404 1.67900\n", | |
"2018-01-15 12 MO SWAP 1.74358 1.76842 1.75600\n", | |
"2018-01-15 18 MO SWAP 1.85107 1.86693 1.85900\n", | |
"2018-01-15 2 YR SWAP 1.92954 1.94646 1.93800\n", | |
"2018-01-15 3 YR SWAP 2.01983 2.03217 2.02600\n", | |
"2018-01-15 4 YR SWAP 2.06092 2.09908 2.08000\n", | |
"2018-01-15 5 YR SWAP 2.08986 2.13214 2.11100\n", | |
"2018-01-15 7 YR SWAP 2.16633 2.13682 2.15158\n", | |
"2018-01-15 10 YR SWAP 2.20966 2.19633 2.20300\n", | |
"2018-01-15 12 YR SWAP 2.23812 2.22778 2.23295\n", | |
"2018-01-15 15 YR SWAP 2.27557 2.24865 2.26211\n", | |
"2018-01-15 20 YR SWAP 2.29403 2.27261 2.28332\n", | |
"2018-01-15 25 YR SWAP 2.28283 2.27997 2.28140\n", | |
"2018-01-15 30 YR SWAP 2.29054 2.26291 2.27673\n", | |
"2018-01-15 40 YR SWAP 2.26985 2.23760 2.25373\n", | |
"2018-01-15 50 YR SWAP 2.23453 2.20472 2.21963\n" | |
] | |
} | |
], | |
"source": [ | |
"#################################################\n", | |
"# Cargando la data de excel y filtrandola\n", | |
"#################################################\n", | |
"\n", | |
"df = pd.read_excel('Curva_OIS.xlsx',header = 0, index_col=0)\n", | |
"data = df[df.index == '15/01/2018'].iloc[:,4].values / 100\n", | |
"data = data.tolist()\n", | |
"\n", | |
"print(df[df.index == '15/01/2018'])\n", | |
"del df" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" Discount Zero Forward 3M\n", | |
"January 17th, 2018 1.000000 0.014200 0.014200\n", | |
"April 17th, 2018 0.996320 0.014774 0.014774\n", | |
"July 17th, 2018 0.992075 0.015888 0.016927\n", | |
"October 17th, 2018 0.987441 0.016772 0.018363\n", | |
"January 17th, 2019 0.982524 0.017543 0.019583\n", | |
"April 17th, 2019 0.977615 0.018117 0.020088\n", | |
"July 17th, 2019 0.972420 0.018701 0.021135\n", | |
"October 17th, 2019 0.967207 0.019131 0.021088\n", | |
"January 17th, 2020 0.961843 0.019564 0.021825\n", | |
"April 17th, 2020 0.956696 0.019848 0.021280\n", | |
"July 17th, 2020 0.951485 0.020127 0.021669\n", | |
"October 17th, 2020 0.946138 0.020413 0.022113\n", | |
"January 17th, 2021 0.940715 0.020700 0.022559\n", | |
"April 17th, 2021 0.935588 0.020898 0.021919\n", | |
"July 17th, 2021 0.930375 0.021097 0.022167\n", | |
"October 17th, 2021 0.925069 0.021300 0.022441\n", | |
"January 17th, 2022 0.919730 0.021505 0.022716\n", | |
"April 17th, 2022 0.914698 0.021646 0.022007\n", | |
"July 17th, 2022 0.909605 0.021788 0.022152\n", | |
"October 17th, 2022 0.904448 0.021934 0.022309\n" | |
] | |
} | |
], | |
"source": [ | |
"#################################################\n", | |
"# Preparando la información para construir la curva\n", | |
"#################################################\n", | |
"\n", | |
"# Obteniendo las tasas de depositos de la data cargada\n", | |
"deposits = {(1, ql.Days): data[0]}\n", | |
"\n", | |
"# Obteniendo las tasas de swaps de la data cargada\n", | |
"weeks = [1, 2, 3]\n", | |
"months = [1, 2, 3, 4, 5, 6, 9, 12, 18]\n", | |
"years = [2, 3, 4, 5, 7, 10, 12, 15, 20, 25, 30, 40, 50]\n", | |
"\n", | |
"swaps = {}\n", | |
"j= 1\n", | |
"for i in weeks:\n", | |
" swaps[(i, ql.Weeks)] = data[j]\n", | |
" j += 1\n", | |
"\n", | |
"for i in months:\n", | |
" swaps[(i, ql.Months)] = data[j]\n", | |
" j += 1\n", | |
"\n", | |
"for i in years:\n", | |
" swaps[(i, ql.Years)] = data[j]\n", | |
" j += 1\n", | |
"\n", | |
"# Convirtiendo las tasas al objeto quotas de quantlib\n", | |
"for n, unit in deposits.keys():\n", | |
" deposits[(n,unit)] = ql.SimpleQuote(deposits[(n,unit)])\n", | |
"for n,unit in swaps.keys():\n", | |
" swaps[(n,unit)] = ql.SimpleQuote(swaps[(n,unit)])\n", | |
"\n", | |
"################################################# \n", | |
"# Construyendo los rate helpers\n", | |
"#################################################\n", | |
"\n", | |
"# Construyendo los rate helpers de los depositos\n", | |
"dayCounter = ql.Actual360()\n", | |
"settlementDays = 2\n", | |
"depositHelpers = [ ql.DepositRateHelper(ql.QuoteHandle(deposits[(n, unit)]),\n", | |
" ql.Period(n, unit), settlementDays,\n", | |
" calendar, ql.ModifiedFollowing,\n", | |
" False, dayCounter)\n", | |
" for n, unit in deposits.keys() ]\n", | |
"\n", | |
"# Construyendo los rate helpers de los OIS\n", | |
"settlementDays = 2\n", | |
"fixedLegFrequency = ql.Semiannual\n", | |
"fixedLegTenor = ql.Period(6, ql.Months)\n", | |
"fixedLegAdjustment = ql.Unadjusted\n", | |
"fixedLegDayCounter = ql.Thirty360()\n", | |
"floatingLegFrequency = ql.Quarterly\n", | |
"floatingLegTenor = ql.Period(3, ql.Months)\n", | |
"floatingLegAdjustment = ql.ModifiedFollowing\n", | |
"\n", | |
"OIS_Index = ql.FedFunds()\n", | |
"\n", | |
"OISHelpers = [ ql.OISRateHelper(2, \n", | |
" ql.Period(n, unit), \n", | |
" ql.QuoteHandle(swaps[(n,unit)]),\n", | |
" OIS_Index)\n", | |
" for n, unit in swaps.keys() ]\n", | |
"\n", | |
"################################################# \n", | |
"# Construyendo la estructura de tasas de interes\n", | |
"#################################################\n", | |
"\n", | |
"helpers = depositHelpers + OISHelpers\n", | |
"OIS_SwapCurve = ql.PiecewiseLinearZero(settlementDate, helpers,\n", | |
" ql.Actual360())\n", | |
"\n", | |
"\n", | |
"\n", | |
"curves_ois = {}\n", | |
"for i in range(0, 200):\n", | |
" t = todaysDate + 2 + ql.Period(int(i*3), ql.Months)\n", | |
" DF = OIS_SwapCurve.discount(t)\n", | |
" ZR = OIS_SwapCurve.zeroRate(t, ql.Actual360() ,ql.Simple).rate()\n", | |
" FR = ZR\n", | |
" if i != 0 :\n", | |
" t_1 = todaysDate + 2 + ql.Period(int((i-1)*3), ql.Months) \n", | |
" FR = OIS_SwapCurve.forwardRate(t_1, t, ql.Actual360(),ql.Simple).rate()\n", | |
" \n", | |
" curves_ois[t] = [DF, ZR, FR]\n", | |
"\n", | |
"curves_ois = pd.DataFrame(curves_ois).T\n", | |
"curves_ois.columns = ['Discount', 'Zero', 'Forward 3M']\n", | |
"\n", | |
"print(curves_ois.iloc[:20,:])" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Graficando las tasas cupon zero y las tasas forward usando OIS Discounting." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<Figure size 864x432 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plot_rates(curves_ois,'Curvas usando OIS Discounting', 41)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"## 4. Valorización de Plain Vanilla Swap con OIS discounting.\n", | |
"<br>Para calcular la tasa swap de un plain vanilla swap en dolares usando OIS discounting utilizaremos el siguiente codigo:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"0.023589247939492426\n", | |
"Net Present Value : 0.000000: \n", | |
"Swap Fixed Rate : 2.358925: \n", | |
"Fair Spread : 0.000000: \n", | |
"\n", | |
"Fixed Cash Flows :\n", | |
"\n", | |
" 1 July 17th, 2018 118601.50\n", | |
" 2 January 17th, 2019 120567.27\n", | |
" 3 July 17th, 2019 118601.50\n", | |
" 4 January 17th, 2020 120567.27\n", | |
" 5 July 17th, 2020 119256.75\n", | |
" 6 January 18th, 2021 121222.52\n", | |
" 7 July 19th, 2021 119256.75\n", | |
" 8 January 17th, 2022 119256.75\n", | |
" 9 July 18th, 2022 119256.75\n", | |
"10 January 17th, 2023 119912.01\n", | |
"\n", | |
"Floating Cash Flows :\n", | |
"\n", | |
" 1 April 17th, 2018 43283.25\n", | |
" 2 July 17th, 2018 45363.85\n", | |
" 3 October 17th, 2018 48275.12\n", | |
" 4 January 17th, 2019 52849.61\n", | |
" 5 April 17th, 2019 54578.60\n", | |
" 6 July 17th, 2019 57619.92\n", | |
" 7 October 17th, 2019 59920.50\n", | |
" 8 January 17th, 2020 80860.23\n", | |
" 9 April 17th, 2020 60414.46\n", | |
"10 July 17th, 2020 61573.93\n", | |
"11 October 19th, 2020 64828.10\n", | |
"12 January 18th, 2021 63931.50\n", | |
"13 April 19th, 2021 61163.69\n", | |
"14 July 19th, 2021 61721.60\n", | |
"15 October 18th, 2021 62279.53\n", | |
"16 January 17th, 2022 62837.50\n", | |
"17 April 19th, 2022 63495.18\n", | |
"18 July 18th, 2022 62593.35\n", | |
"19 October 17th, 2022 63776.55\n", | |
"20 January 17th, 2023 64975.99\n" | |
] | |
} | |
], | |
"source": [ | |
"#################################################\n", | |
"# Creando las estructuras para calcular los \n", | |
"# factores de descuento y las tasas forward\n", | |
"#################################################\n", | |
"\n", | |
"discountTermStructure.linkTo(OIS_SwapCurve)\n", | |
"forecastTermStructure.linkTo(depoFuturesSwapCurve)\n", | |
"\n", | |
"#################################################\n", | |
"# Creando el plain vanilla swap\n", | |
"#################################################\n", | |
"\n", | |
"# Tasa del swap con descuento OIS\n", | |
"fixed_rate = 0.023589247939492606\n", | |
"\n", | |
"# Creando el swap de tasas de interes\n", | |
"ir_swap_OIS = ql.VanillaSwap(ql.VanillaSwap.Receiver , notional, fixed_schedule, \n", | |
" fixed_rate, fixed_leg_daycount, float_schedule,\n", | |
" libor3M_index, float_spread, float_leg_daycount )\n", | |
"\n", | |
"swap_engine = ql.DiscountingSwapEngine(discountTermStructure)\n", | |
"\n", | |
"ir_swap_OIS.setPricingEngine(swap_engine)\n", | |
"\n", | |
"print(ir_swap_OIS.fairRate())\n", | |
"print(\"Net Present Value : %10.6f: \"%(ir_swap_OIS.NPV()))\n", | |
"print(\"Swap Fixed Rate : %10.6f: \"%(ir_swap_OIS.fairRate()*100))\n", | |
"print(\"Fair Spread : %10.6f: \"%(ir_swap_OIS.fairSpread()*100))\n", | |
"\n", | |
"print(\"\")\n", | |
"print(\"Fixed Cash Flows :\")\n", | |
"print(\"\")\n", | |
"for i, cf in enumerate(ir_swap_OIS.leg(0)):\n", | |
" print(\"%2d %-18s %10.2f\"%(i+1, cf.date(), cf.amount()))\n", | |
"\n", | |
"print(\"\")\n", | |
"print(\"Floating Cash Flows :\")\n", | |
"print(\"\")\n", | |
"for i, cf in enumerate(ir_swap_OIS.leg(1)):\n", | |
" print(\"%2d %-18s %10.2f\"%(i+1, cf.date(), cf.amount()))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Ahora si comparamos con los resultados que obtendriamos de bloomberg vemos que el calculo de la prima salio muy cercano por no decir igual ya que a __bloomberg le sale 2.358911 y a nosotros nos sale 2.358925__:" | |
] | |
}, | |
{ | |
"attachments": { | |
"Swap%20OIS.png": { | |
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" | |
} | |
}, | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Ahora para poder ver los flujos en una sola tabla y poder compararlos mas facilmente con Bloomberg, utilizamos el siguiente código:" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" Fixed Float Net\n", | |
"2018-04-17 0.000000 43283.250000 -43283.250000\n", | |
"2018-07-17 118601.496585 45363.847833 73237.648751\n", | |
"2018-10-17 0.000000 48275.120806 -48275.120806\n", | |
"2019-01-17 120567.267246 52849.612536 67717.654710\n", | |
"2019-04-17 0.000000 54578.602173 -54578.602173\n", | |
"2019-07-17 118601.496585 57619.918465 60981.578120\n", | |
"2019-10-17 0.000000 59920.500627 -59920.500627\n", | |
"2020-01-17 120567.267246 80860.226074 39707.041173\n", | |
"2020-04-17 0.000000 60414.458989 -60414.458989\n", | |
"2020-07-17 119256.753472 61573.925904 57682.827568\n", | |
"2020-10-19 0.000000 64828.101779 -64828.101779\n", | |
"2021-01-18 121222.524134 63931.495908 57291.028225\n", | |
"2021-04-19 0.000000 61163.692218 -61163.692218\n", | |
"2021-07-19 119256.753472 61721.596890 57535.156582\n", | |
"2021-10-18 0.000000 62279.532498 -62279.532498\n", | |
"2022-01-17 119256.753472 62837.499044 56419.254428\n", | |
"2022-04-19 0.000000 63495.175177 -63495.175177\n", | |
"2022-07-18 119256.753472 62593.350263 56663.403209\n", | |
"2022-10-17 0.000000 63776.550051 -63776.550051\n", | |
"2023-01-17 119912.010359 64975.985904 54936.024455\n" | |
] | |
} | |
], | |
"source": [ | |
"#################################################\n", | |
"# Concatenando los 2 flujos de ambas patas\n", | |
"#################################################\n", | |
"\n", | |
"CashFlows = Swap_CashFlows(ir_swap_OIS)\n", | |
"print(CashFlows)" | |
] | |
}, | |
{ | |
"attachments": { | |
"OIS%20Cashflows.png": { | |
"image/png": 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