{ "cells": [ { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "from simulator import *\n", "\n", "# Loan properties\n", "PERIODS_PER_YEAR = 12\n", "LOAN_DURATION_YEARS = 30\n", "TOTAL_LOAN_PERIODS = PERIODS_PER_YEAR * LOAN_DURATION_YEARS\n", "NOMINAL_ANNUAL_INTEREST_RATE = 6.6 / 100\n", "LOAN_PRINCIPAL = 600000\n", "PERIOD_INTEREST_RATE = NOMINAL_ANNUAL_INTEREST_RATE / PERIODS_PER_YEAR\n", "PERIOD_PAYMENT = (LOAN_PRINCIPAL * (PERIOD_INTEREST_RATE * (1 + PERIOD_INTEREST_RATE) ** TOTAL_LOAN_PERIODS) /\n", " ((1 + PERIOD_INTEREST_RATE) ** TOTAL_LOAN_PERIODS - 1))\n", "\n", "def calculate_total_payments(metrics: MetricsContainer) -> float:\n", " return metrics[\"total_payments\"] + PERIOD_PAYMENT\n", "\n", "def calculate_interest_payment(metrics: MetricsContainer) -> float:\n", " return metrics[\"remaining_loan\"] * PERIOD_INTEREST_RATE\n", "\n", "def calculate_total_interest_paid(metrics: MetricsContainer) -> float:\n", " return metrics[\"total_interest_paid\"] + calculate_interest_payment(metrics)\n", "\n", "def calculate_principal_payment(metrics: MetricsContainer) -> float:\n", " return PERIOD_PAYMENT - calculate_interest_payment(metrics)\n", "\n", "def calculate_remaining_loan(metrics: MetricsContainer) -> float:\n", " return metrics[\"remaining_loan\"] - calculate_principal_payment(metrics)\n", "\n", "loan_metric_configs = {\n", " \"total_payments\": MetricConfig(initial_value=0, period_calculator=calculate_total_payments),\n", " \"interest_payment\": MetricConfig(initial_value=None, period_calculator=calculate_interest_payment, plot=False),\n", " \"total_interest_paid\": MetricConfig(initial_value=0, period_calculator=calculate_total_interest_paid),\n", " \"principal_payment\": MetricConfig(initial_value=None, period_calculator=calculate_principal_payment, plot=False),\n", " \"remaining_loan\": MetricConfig(initial_value=LOAN_PRINCIPAL, period_calculator=calculate_remaining_loan)\n", "}" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# Property properties\n", "DEPOSIT = 32500\n", "ADDITIONAL_UPFRONT_COSTS = 11356\n", "ANNUAL_APPRECIATION_RATE = 5 / 100\n", "INITIAL_ANNUAL_RENTAL_INCOME = 14400\n", "RENTAL_INCOME_ANNUAL_GROWTH_RATE = 6 / 100\n", "INITIAL_PROPERTY_VALUE = LOAN_PRINCIPAL + DEPOSIT\n", "PERIOD_APPRECIATION_RATE = (1 + ANNUAL_APPRECIATION_RATE) ** (1 / PERIODS_PER_YEAR) - 1\n", "\n", "def calculate_period_appreciation(metrics: MetricsContainer) -> float:\n", " return metrics[\"property_value\"] * (1 + PERIOD_APPRECIATION_RATE) - metrics[\"property_value\"]\n", "\n", "def calculate_property_value(metrics: MetricsContainer) -> float:\n", " return metrics[\"property_value\"] + calculate_period_appreciation(metrics)\n", "\n", "def calculate_equity(metrics: MetricsContainer) -> float:\n", " return metrics[\"equity\"] + calculate_principal_payment(metrics) + calculate_period_appreciation(metrics)\n", "\n", "property_metric_configs = {\n", " \"property_value\": MetricConfig(initial_value=INITIAL_PROPERTY_VALUE, period_calculator=calculate_property_value),\n", " \"equity\": MetricConfig(initial_value=DEPOSIT, period_calculator=calculate_equity)\n", "}" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "# Income properties\n", "PERIOD_RENTAL_INCOME_GROWTH_RATE = (1 + RENTAL_INCOME_ANNUAL_GROWTH_RATE) ** (1 / PERIODS_PER_YEAR) - 1\n", "INITIAL_PERIOD_RENTAL_INCOME = INITIAL_ANNUAL_RENTAL_INCOME / PERIODS_PER_YEAR\n", "\n", "def calculate_period_rental_income(metrics: MetricsContainer) -> float:\n", " return metrics[\"period_rental_income\"] * (1 + PERIOD_RENTAL_INCOME_GROWTH_RATE)\n", "\n", "def calculate_total_rental_income(metrics: MetricsContainer) -> float:\n", " return metrics[\"total_rental_income\"] + calculate_period_rental_income(metrics)\n", "\n", "def calculate_period_cashflow(metrics: MetricsContainer) -> float:\n", " return calculate_period_rental_income(metrics) - calculate_interest_payment(metrics)\n", "\n", "def calculate_net_worth(metrics: MetricsContainer) -> float:\n", " return metrics[\"net_worth\"] + calculate_period_cashflow(metrics) + calculate_period_appreciation(metrics) + calculate_principal_payment(metrics)\n", "\n", "income_metric_configs = {\n", " \"period_rental_income\": MetricConfig(initial_value=INITIAL_PERIOD_RENTAL_INCOME, period_calculator=calculate_period_rental_income, plot=False),\n", " \"total_rental_income\": MetricConfig(initial_value=0, period_calculator=calculate_total_rental_income),\n", " \"period_cashflow\": MetricConfig(initial_value=None, period_calculator=calculate_period_cashflow, plot=False),\n", " \"net_worth\": MetricConfig(initial_value=DEPOSIT - ADDITIONAL_UPFRONT_COSTS, period_calculator=calculate_net_worth),\n", "}" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "# Baseline Properties\n", "ETF_ANNUAL_YIELD = 9 / 100\n", "ETF_PERIOD_YIELD = (1 + ETF_ANNUAL_YIELD) ** (1 / PERIODS_PER_YEAR) - 1\n", "RENTAL_COST_ANNUAL_GROWTH_RATE = 6 / 100\n", "INITIAL_ANNUAL_RENTAL_COST = 20400\n", "INITIAL_PERIOD_RENTAL_COST = INITIAL_ANNUAL_RENTAL_COST / PERIODS_PER_YEAR\n", "PERIOD_RENTAL_COST_GROWTH_RATE = (1 + RENTAL_COST_ANNUAL_GROWTH_RATE) ** (1 / PERIODS_PER_YEAR) - 1\n", "\n", "def calculate_period_rental_cost(metrics: MetricsContainer) -> float:\n", " return metrics[\"period_rental_cost\"] * (1 + PERIOD_RENTAL_COST_GROWTH_RATE)\n", "\n", "def calculate_total_etf_value(metrics: MetricsContainer) -> float:\n", " rental_cost_period = calculate_period_rental_cost(metrics)\n", " return metrics[\"total_etf_value\"] * (1 + ETF_PERIOD_YIELD) + max(PERIOD_PAYMENT - rental_cost_period, 0)\n", "\n", "baseline_metric_configs = {\n", " \"period_rental_cost\": MetricConfig(initial_value=INITIAL_PERIOD_RENTAL_COST, period_calculator=calculate_period_rental_cost, plot=False),\n", " \"total_etf_value\": MetricConfig(initial_value=DEPOSIT + ADDITIONAL_UPFRONT_COSTS, period_calculator=calculate_total_etf_value),\n", "}" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "metric_configs = {\n", " **loan_metric_configs,\n", " **property_metric_configs,\n", " **income_metric_configs,\n", " **baseline_metric_configs\n", "}\n", "\n", "simulate(TOTAL_LOAN_PERIODS, metric_configs)" ] } ], "metadata": { "kernelspec": { "display_name": "investment-simulator-KPfGkdIO-py3.12", "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": "3.12.0" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }