{ "cells": [ { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "
\n", "\"Captor\n", "
\n", "
\n", "

An introduction to the openseries Python package

\n", "
" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "First we set it all up" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "cell_style": "split", "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import datetime as dt\n", "import requests\n", "from plotly.offline import init_notebook_mode, iplot\n", "\n", "from openseries.series import OpenTimeSeries\n", "from openseries.types import ValueType\n", "from openseries.simulation import ReturnSimulation\n", "from openseries.frame import (\n", " OpenFrame,\n", " efficient_frontier,\n", " prepare_plot_data,\n", " sharpeplot,\n", ")\n", "\n", "seed = 55\n", "init_notebook_mode()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "We define a function to fetch data from an external API" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "def get_fund_nav(isin_code: str) -> OpenTimeSeries:\n", "\n", " response = requests.get(url=\"https://api.qipple.com/public/api/nav\")\n", "\n", " if response.status_code // 100 != 2:\n", " raise Exception(f\"{response.status_code}, {response.text}\")\n", "\n", " data = {}\n", " result = response.json()\n", " for res in result:\n", " if res[\"isin\"] == isin_code:\n", " data.update(res)\n", "\n", " if len(data) == 0:\n", " raise Exception(\n", " f\"Request for NAV series using ISIN {isin_code} returned no data.\"\n", "\n", " )\n", "\n", " return OpenTimeSeries.from_arrays(\n", " name=data[\"longName\"],\n", " timeseries_id=data[\"_id\"],\n", " baseccy=data[\"currency\"],\n", " dates=data[\"dates\"],\n", " values=data[\"navPerUnit\"],\n", " valuetype=ValueType.PRICE,\n", " )" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Here we fetch NAV (price per unit) for some of the Captor mutual funds" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "pycharm": { "name": "#%%\n" }, "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "basket = OpenFrame(\n", " [\n", " get_fund_nav(isin_code=\"SE0015243886\"),\n", " get_fund_nav(isin_code=\"SE0011337195\"),\n", " get_fund_nav(isin_code=\"SE0011670843\"),\n", " get_fund_nav(isin_code=\"SE0017832280\"),\n", " get_fund_nav(isin_code=\"SE0017832330\"),\n", " ]\n", ")\n", "basket = basket.value_nan_handle().trunc_frame().to_cumret()" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "We then make a portfolio of the funds based on a weight strategy" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "cell_style": "center", "pycharm": { "name": "#%%\n" }, "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "portfolio = OpenTimeSeries.from_df(basket.make_portfolio(name=\"Portfolio\", weight_strat=\"eq_weights\"))\n", "basket = basket.add_timeseries(portfolio)" ] }, { "cell_type": "markdown", "metadata": { "cell_style": "center", "slideshow": { "slide_type": "fragment" } }, "source": [ "And create and display a Plotly plot of all the data" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "linkText": "", "plotlyServerURL": "https://plot.ly", "showLink": false }, "data": [ { "hovertemplate": "%{y:.1%}
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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figure, _ = basket.plot_series(tick_fmt=\".1%\", auto_open=False, output_type=\"div\", add_logo=False)\n", "figure = figure.update_layout(\n", " height=600, \n", " font_size=10, \n", " legend=dict(\n", " yanchor=\"bottom\", \n", " y=-0.3, \n", " xanchor=\"right\", \n", " x=0.98, \n", " orientation=\"h\"\n", " )\n", ")\n", "iplot(figure, link_text=\"\")" ] }, { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Here we calculate and display a Pandas Dataframe with some analyses" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "cell_style": "split", "pycharm": { "name": "#%%\n" }, "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "df = basket.all_properties(properties=[\n", " \"arithmetic_ret\",\n", " \"vol\",\n", " \"ret_vol_ratio\",\n", " \"sortino_ratio\",\n", " \"worst_month\",\n", " \"cvar_down\",\n", " \"first_indices\",\n", " \"last_indices\",\n", " ]\n", ")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "cell_style": "split", "slideshow": { "slide_type": "-" } }, "outputs": [ { "data": { "text/html": [ "
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Captor Aster Global CreditCaptor Dahlia Green BondCaptor Scilla Global EquityCaptor Aster Global High YieldCaptor Aster Global Credit Short-TermPortfolio
Arithmetic return6.90%4.10%13.12%12.73%6.30%8.63%
Volatility9.26%3.59%8.92%7.31%1.68%4.35%
Return vol ratio0.741.141.471.743.751.98
Sortino ratio1.111.832.142.635.783.00
Worst month-5.49%-1.82%-2.61%-2.46%0.02%-2.44%
CVaR 95.0%-1.27%-0.46%-1.30%-1.07%-0.26%-0.61%
first indices2022-12-062022-12-062022-12-062022-12-062022-12-062022-12-06
last indices2024-05-082024-05-082024-05-082024-05-082024-05-082024-05-08
\n", "
" ], "text/plain": [ " Captor Aster Global Credit Captor Dahlia Green Bond \\\n", "Arithmetic return 6.90% 4.10% \n", "Volatility 9.26% 3.59% \n", "Return vol ratio 0.74 1.14 \n", "Sortino ratio 1.11 1.83 \n", "Worst month -5.49% -1.82% \n", "CVaR 95.0% -1.27% -0.46% \n", "first indices 2022-12-06 2022-12-06 \n", "last indices 2024-05-08 2024-05-08 \n", "\n", " Captor Scilla Global Equity Captor Aster Global High Yield \\\n", "Arithmetic return 13.12% 12.73% \n", "Volatility 8.92% 7.31% \n", "Return vol ratio 1.47 1.74 \n", "Sortino ratio 2.14 2.63 \n", "Worst month -2.61% -2.46% \n", "CVaR 95.0% -1.30% -1.07% \n", "first indices 2022-12-06 2022-12-06 \n", "last indices 2024-05-08 2024-05-08 \n", "\n", " Captor Aster Global Credit Short-Term Portfolio \n", "Arithmetic return 6.30% 8.63% \n", "Volatility 1.68% 4.35% \n", "Return vol ratio 3.75 1.98 \n", "Sortino ratio 5.78 3.00 \n", "Worst month 0.02% -2.44% \n", "CVaR 95.0% -0.26% -0.61% \n", "first indices 2022-12-06 2022-12-06 \n", "last indices 2024-05-08 2024-05-08 " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.columns = df.columns.droplevel(level=1)\n", "\n", "formats = [\n", " \"{:.2%}\",\n", " \"{:.2%}\",\n", " \"{:.2f}\",\n", " \"{:.2f}\",\n", " \"{:.2%}\",\n", " \"{:.2%}\",\n", " \"{:%Y-%m-%d}\",\n", " \"{:%Y-%m-%d}\",\n", " ]\n", "\n", "for item, f in zip(df.index, formats):\n", " df.loc[item] = df.loc[item].apply(\n", " lambda x: x if isinstance(x, str) else f.format(x)\n", " )\n", "df" ] }, { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "Below we illustrate the portfolio simulation tools in the package. We first simulate 4 assets." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "series = ReturnSimulation.from_merton_jump_gbm(\n", " number_of_sims=4,\n", " trading_days=2512,\n", " mean_annual_return=0.05,\n", " mean_annual_vol=0.1,\n", " jumps_lamda=0.1,\n", " jumps_sigma=0.3,\n", " jumps_mu=-0.2,\n", " trading_days_in_year=252,\n", " seed=seed,\n", ")\n", "assets = OpenFrame(\n", " [\n", " OpenTimeSeries.from_df(\n", " series.to_dataframe(name=\"Asset\", end=dt.date(2023, 12, 29)),\n", " column_nmbr=serie,\n", " )\n", " for serie in range(series.number_of_sims)\n", " ],\n", ").to_cumret()" ] }, { "cell_type": "markdown", "metadata": { "editable": true, "slideshow": { "slide_type": "slide" }, "tags": [] }, "source": [ "We then simulate portfolio weights and find the efficient frontier and optimal portfolio using return over volatility as the target measure." ] }, { 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", "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "simulations = 5000\n", "points = 30\n", "\n", "current = OpenTimeSeries.from_df(\n", " assets.make_portfolio(\n", " name=\"Current Portfolio\",\n", " weight_strat=\"eq_weights\",\n", " ),\n", ")\n", "frontier, simulated, optimum = efficient_frontier(\n", " eframe=assets,\n", " num_ports=simulations,\n", " seed=seed,\n", " frontier_points=points,\n", ")\n", "plotframe = prepare_plot_data(\n", " assets=assets,\n", " current=current,\n", " optimized=optimum,\n", ")\n", "simfigure, _ = sharpeplot(\n", " sim_frame=simulated,\n", " line_frame=frontier,\n", " point_frame=plotframe,\n", " point_frame_mode=\"markers+text\",\n", " title=False,\n", " add_logo=False,\n", " auto_open=False,\n", " output_type=\"div\",\n", ")\n", "simfigure = simfigure.update_layout(font_size=10, height=600)\n", "iplot(simfigure, link_text=\"\")" ] } ], "metadata": { "celltoolbar": "Slideshow", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.11" }, "rise": { "start_slideshow_at": "beginning", "theme": "simple" } }, "nbformat": 4, "nbformat_minor": 4 }