From c24c8988ec22e2ff9bf81c77d57872d004fe7d07 Mon Sep 17 00:00:00 2001 From: Deepak Date: Mon, 20 Feb 2023 21:59:24 +1100 Subject: [PATCH 1/7] changes to property class --- pages/__pycache__/rentvest.cpython-310.pyc | Bin 3401 -> 0 bytes payments.py | 642 ++++++++++++++++----- 2 files changed, 490 insertions(+), 152 deletions(-) delete mode 100644 pages/__pycache__/rentvest.cpython-310.pyc diff --git a/pages/__pycache__/rentvest.cpython-310.pyc b/pages/__pycache__/rentvest.cpython-310.pyc deleted file mode 100644 index 8d7ec17fe129180c67714f270815212de7da49b7..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3401 zcmb_e&2QYs73U0xAG_KwNtRPPsk?3D)*EN_5y!Eks*01yj@`O;8W%;oKp{|^(JpO% zbx7G-frm!3XJ9pZYiSFX*AjWm2Grq5*t10<>!D^bN`Vh_pt4q9phpXWpCl ze(%kjM+VhuS%K?w{ZIBEnu_u_IT*j@U~mnd=wnq;s6vsec&LLs+`*pOQ9aTjp4QQj zlwnu*jE>=%9WxuNZpkZm%Go<{m5$UQ?o_A3@IjT~`|_z#jq22(CM`WyX_-##t4zIb z&s7C9wK}`qI>3u!Zo*C1grL*+ZKFRdw=xG?8)PIS7V{FBl!unbIGR%KPyQ|Yz z=r`#(`YqagOz5}wF`%p;Dnp##8ME^$NF~a7dVb8xclWgn zr`MqZZ|tkx$|35^GL4y__rV@!vQBSie6HYU3qD`)3k7c%{8GU$7yL@W-!AxS!Pg|; ztI}Kaho2~WsB?;vdrIp^PvzNcX@aa<29@ zv|E0-9Si;Lb_~3Qg!$uu$6c$-?j-dOc@Q!l_nRSiY_=lE@=~}X$Y$WuL|wjozNHEy zv?z7_ZZfqM_;LFYbGp4)XpbBk_k@duw7?u@m@tco=r2 z=eQJ7lKZIM@?*v!IZbZGtcCK~X{VSSI)AEx@s`GCfbm&LWJ~6!CCL&|x*b@46Kr`& zRnpPQbD)!q`~<$+7wRuqB=DUeIX(0w=ZA}gx(p%V47AWai+3IW25gQIgff^Yhme68 zLf|h;N2jjugb*>K%`PM-?qzW$^?We2pH%NL*KIm}v(GFZC9@gZkXt>{nR)ji<4~fY zw&hyVZ!?)0z7O>T`3MRusmd}NPC7rw0A}X;PRy;Q2SwI%``Jz>bHxZsFB<75)ejku z0^f3*nYGh!BC=s-acDM~gTu1r#EZ9sC~Dq|Vb472yiT(-H`EhT>nyUllVuA|2JvOZ z%6tj!XR@}Fa?Ez(w&glqU+6a2fZ|hg4Z{xHZO@NHIXh1qHl#`rYQ zy=#y0ZY{q7*s$hc!8@H)64>58n>d+pn;Z9tk-m-(`bK;mG87nTGHo+$hhNRO5ldx6ImDPy7a zV9^dJTf7-;N6?hoGBt}KR7$ici$M08g|IKmtF9BpcHo6;Ur0O>+`N)Bw?kOKHoDvj zdkd>>0DUrAgO`Ew3nO}V7A#~Dm39$C0Dm%vh@vw}5eGg(D_JN{5JVBWPW%M(WmqH7 zP8LK?-h>%`8OT52c_vYvRbJ?mzXftQiC2Ia~UXsJfQ~g(bAa9 zJm^+*>sY{|GQN|422hb~MvZd>)e!lzrdHGn(w~=!iOQJ&1VpVld5)qUmr3XFE30rK zi7Z*J0}<0wya3+|=2Pa|4vV-Ug{Bmmq1BhiJ<7AFhn5fO{F;=h>&`==-L^KFEAV?< zls~el6WoIS0MKt<%2WH(?8B_X=K%uC5RHYD?WU{^VXk@s-FDfU-0$f3KwnWBsDezm ziApfR7?lx5V)e9u1#CC-Lj?WLRex|?vzgitf05<1`Hvghu{6E?J3Qire1$l-Xn;0T_ at`l;k{09G#e5w2z- have different growth rate for each + # monthly + self.cost_growth_rate = cost_growth_rate / 1200 + min_repayment = self.get_monthly_payments() + if(self.strategy=='rentvest'): + if self.rent + self.running_cost - min_repayment < 0: + print( + "Running cost higher than rental income earned, property negatively geared" + ) + else: + print("Property positively geared") + + self.sanity_check() + + def sanity_check(self): + """Sanity check on input parameters""" + if(self.strategy=='ppor'): + assert self.rent == 0, "PPOR should not have rent" + assert not self.interest_only, "PPOR should not be interest only" + + if(self.strategy=='rentvest'): + assert self.rent > 0, "Rentvest should have rent" + + if(self.strategy=='convert_to_rent'): + assert self.rent > 0, "Convert to rent should have rent" + assert self.owner_occupied_years > 0, "Convert to rent should have owner occupied years" + + assert self.deposit > self.buying_cost, "Deposit should be more than buying cost" + assert self.rent >=0, "Rent should be positive" + assert self.strategy in ['ppor','rentvest','convert_to_rent'], "Strategy should be either ppor or rentvest" + if(self.strategy == 'convert_to_rent'): + assert self.owner_occupied_years >=0, "Owner occupied years should be positive" + + def get_property_position(self, years, months=0): + if(self.strategy=="convert_to_rent"): + #If property is to be converted to rent for first few years it will be normal property with 0 rent + years_ppor = min(years, self.owner_occupied_years) + loan_left, offset, oop = self.get_property_position_calc(years_ppor, self.get_monthly_payments(), 0, self.running_cost, self.loan, months) + #After that it will be rentvest property + years_rentvest = max(years - years_ppor,0) + loan_left, offset_1, oop_1 = self.get_property_position_calc(years_rentvest, self.get_monthly_interest_only_payment(), self.rent, self.running_cost, loan_left, months) + return loan_left, offset + offset_1, oop + oop_1 + + else: + return self.get_property_position_calc(years, self.get_monthly_payments(), self.rent, self.running_cost, self.loan, months) + + + #@lru_cache(maxsize=32) + def get_property_position_calc(self, years, min_repayment, rent, running_cost, loan, months=0): + """If we reinvest/put in offset whatever money we earn from rent what happens then + Interest will change every period, use brute force method to compute + + """ + + out_of_pocket=0 + offset=0 + loan_left = loan + #min_repayment = self.get_monthly_payments() + periods = years*12 + months + for _ in range(0, periods): + + earning = rent + #interest is not charged on any money in offset account + interest_repayment = self.interest * (loan_left-offset) + + principal_repayments = min_repayment - interest_repayment + #Loan left is only for interest calculation purposes, loan is not actually decreasing, money is going to offset + loan_left = loan_left - principal_repayments + #If earnings + extra repayments is more than min repayments then I am paying extra, otherwise coming out of pocket + extra_repayments = earning + self.extra_repayments - min_repayment - running_cost*(1+self.cost_growth_rate) + out_of_pocket = out_of_pocket + min(0, extra_repayments) + #If any extra money is left, it will go to offset account + offset = offset + max(0,extra_repayments) + + return loan_left, offset, abs(out_of_pocket) + + + def get_property_val(self, years): + """Property value compounding""" + return self.do_compounding(self.price, years, self.growth_rate) + + def get_monthly_oop_payments(self): + """How much per month needs to be paid after accounting for rent""" + min_payment = self.get_monthly_payments() + return min(min_payment - self.rent - self.running_cost,0) def get_principal_paid(self, years, extra_payments=0): - return self.principal - self.get_principal_remaining(years, extra_payments) - - def get_stats_current_val(self, years, inflation, extra_payments=0): - monthly = self.get_monthly_payments() + extra_payments - princ = self.principal - current_interest = 0 - current_principal = 0 - # montly interest rate - rate = inflation / 1200 - total_princ = 0 - for i in range(years * 12): - interest = princ * self.interest - princ = princ - (monthly - interest) - total_princ = total_princ + (monthly - interest) - current_interest = current_interest + interest / (1 + rate) ** i - current_principal = ( - current_principal + (monthly - interest) / (1 + rate) ** i - ) - return current_principal, current_interest + """How much principal has been paid in years""" + if self.strategy == "ppor": + return super().get_principal_paid(years, extra_payments) + elif self.strategy in ["rentvest","convert_to_rent"]: + loan_left, _, _ = self.get_property_position(years) + return self.loan - loan_left + else: + print(f"Strategy {self.strategy} not implemented") + return 0 + + def get_interest_paid(self, years): + """How much interest has been paid in years""" + if self.strategy in ["ppor", "rentvest"]: + return super().get_total_interest_paid(years, self.extra_repayments) + else: + print(f"Strategy {self.strategy} not implemented") + return 0 + + def total_equity_at_year(self, years, factor=1.0): + """How much equity has been created? Equity = property value + principal paid - loan + Equity is proerty value minus loan left""" + property_value = self.get_property_val(years) + principal_paid = self.get_principal_paid(years) + equity = factor*property_value + principal_paid - self.loan + return equity + + def get_running_costs(self, years): + _, _, oop = self.get_property_position(years) + return oop + + def get_net_cash_flow(self, years): + """Net cash flow for this property, negative means cash out, positive means cash in""" + _, offset, oop = self.get_property_position(years) + return offset - oop + + def get_net_cash_flow_at_year(self, years): + """Net cash flow for this property, negative means cash out, positive means cash in""" + if(years<=0): + return 0 + + _, offset_1, oop_1 = self.get_property_position(years-1) + _, offset, oop = self.get_property_position(years) + return (offset - oop) - (offset_1 - oop_1) + + def net_position_at_year(self, years): + """Net wealth position in years + Calculated as: + equity - deposit - running cost - interest paid + """ + loan_left, _, oop = self.get_property_position(years) + net_position = self.get_property_val(years) - loan_left - self.deposit - oop + + return net_position + + def get_avg_return_at_year(self, years): + """What's the profit generated from investment? + What is the net yearly return on investment? + """ + net_position = self.net_position_at_year(years) + total_owning_cost = -1.0*self.get_net_cash_flow(years) + self.deposit + #Average yearly return? + avg_return = (net_position/total_owning_cost*100)/years + return avg_return + + def get_lvr_at_year(self, years): + """LVR considering payments and property growth""" + loan_left = self.get_property_position(years)[0] + property_val = self.get_property_val(years) + return loan_left/property_val @staticmethod def do_compounding(principal, years, interest): - # compounding yearly + """Simple compounding""" return principal * (1 + interest / 100) ** years - def pl_report( - self, years_hold, growth_rate, inflation, extra_payments, rent=0, index_rate=6 - ): - sold_price = self.do_compounding(self.property_price, years_hold, growth_rate) - monthly = self.get_monthly_payments() - interest_paid = self.get_total_interest_paid(years_hold, extra_payments) - principal_paid = self.get_principal_paid(years_hold, extra_payments) - total_paid = principal_paid + self.deposit - sold_gain = sold_price - (self.principal - principal_paid) - owning_cost = total_paid + interest_paid + self.other_expenses - money_left = sold_gain - owning_cost - curr_val = money_left / (1 + growth_rate / 100) ** years_hold - current_principal, current_interest = self.get_stats_current_val( - years_hold, inflation, extra_payments - ) - cur_sale = sold_price / (1 + inflation / 100) ** years_hold - current_own_cost = current_principal + current_interest + self.other_expenses - cur_sold_gain = sold_gain / (1 + inflation / 100) ** years_hold - current_profit = cur_sold_gain - current_own_cost - inflation_month = inflation / 1200 - rent_current = ( - rent - * 4 - * (1 - (1 + inflation_month) ** (-years_hold * 12)) - / inflation_month - ) - spare_cash_if_no_buy = monthly + extra_payments - rent * 4 - # if invested in an index fund what will be the value in years_hold - spare_val = ( - spare_cash_if_no_buy - * ((1 + index_rate / 1200) ** (12 * years_hold) - 1) - * 1200 - / index_rate - ) - # what is the current value of this considering inflation - cur_val_spare = spare_val / (1 + inflation / 100) ** years_hold - out_str = f"""Property price: AUD {self.property_price} \n - Loan after deposit and costs: AUD {self.principal} \n - LVR: {self.principal/self.property_price} \n - Minimum monthly repayments: AUD {monthly} \n - Extra payments: AUD {extra_payments} \n - Total monthly payments AUD: {monthly+extra_payments} \n - Held the property for: {years_hold} years \n - Property price in {years_hold} years with {growth_rate} percent compounding will be: AUD {sold_price} \n - Total interest paid: AUD {interest_paid} \n - Principal paid: AUD {principal_paid} \n - Profit from selling after settling with bank: AUD {sold_gain} \n - Total cost of owning: AUD {owning_cost} \n - Profit: AUD {money_left} \n - Current value of profit if {inflation}% discounting applied: AUD {curr_val} \n - Current value of principal: AUD {current_principal} \n - Current value of interest: AUD {current_interest} \n - Current value of sold price: AUD {cur_sale} \n - Profit based on current value: AUD {current_profit} \n - Total money, principal + profit: AUD {current_principal+current_profit} \n - If instead invested money left after rent in index fund, current val: AUD {cur_val_spare} \n - """ - return out_str.split("\n") - - def pl_report_rentvest( +class Portfolio: + """Class for portfolio of property which tracks performance""" + + def __init__( self, - years_hold, - growth_rate, - inflation, - extra_cost, - interest_only, - rent_rentvest, - rent_personal, + properties: list[Property], + buy_year: list[float], + equity_use_fraction: list[float], #what fraction of deposit for a property comes from equity, rest comes from cash + cash: float, + monthly_income: float, + monthly_living_expenses: float, + monthly_living_rent: float, + income_growth_rate: float = 0, + expenses_growth_rate: float = 0 ): - sold_price = self.do_compounding(self.property_price, years_hold, growth_rate) - if interest_only == "Yes": - monthly = self.get_monthly_interest_payment() - principal_paid = 0 - interest_paid = monthly*12*years_hold - else: - monthly = self.get_monthly_payments() - principal_paid = self.get_principal_paid(years_hold, extra_payments=0) - interest_paid = self.get_total_interest_paid(years_hold, extra_payments=0) - - #This included other_expenses -> deposit is total of other_expenses - total_paid = principal_paid + self.deposit - sold_gain = sold_price - (self.principal - principal_paid) - #rent is weekly - rental_yield = rent_rentvest*52*years_hold - rental_yield_after_expenses = (rent_rentvest-extra_cost)*52*years_hold - - money_left_after_mortgage = rental_yield_after_expenses - monthly*12*years_hold - if(money_left_after_mortgage<0): - after_tax = 0.7*money_left_after_mortgage - else: - after_tax = money_left_after_mortgage + self.properties = properties + self.buy_year = buy_year + self.equity_use_fraction = equity_use_fraction + self.cash = cash + self.monthly_income = monthly_income + self.income_growth_rate = income_growth_rate + self.expenses_growth_rate = expenses_growth_rate + self.monthly_living_expenses = monthly_living_expenses + self.monthly_living_rent = monthly_living_rent + self.has_ppor = "ppor" in [prop.strategy for prop in self.properties] + + self.monthly_savings = self.monthly_income - self.monthly_living_expenses + + self.sanity_check() - personal_rent = rent_personal*52*years_hold - - owning_cost = total_paid + interest_paid - rental_yield_after_expenses - money_left = sold_gain - owning_cost - - - - # what is the current value of this considering inflation - out_str = f"""Property price: AUD {self.property_price} \n - Loan after deposit and costs: AUD {self.principal} \n - LVR: {self.principal/self.property_price} \n - Minimum monthly repayments: AUD {monthly} \n - Held the property for: {years_hold} years \n - Property price in {years_hold} years with {growth_rate} percent compounding will be: AUD {sold_price} \n - Total interest paid: AUD {interest_paid} \n - Principal paid: AUD {principal_paid} \n - Total rent received after expenses: AUD {rental_yield_after_expenses} \n - Holding cost (deposit + interest paid - rent recevied): AUD {owning_cost} \n - Personal rent paid: AUD {personal_rent} \n - Money left after mortgage paid and rent received: AUD {money_left_after_mortgage} \n - Profit from selling after settling with bank: AUD {sold_gain} \n - Profit after accounting holding cost: AUD {money_left} \n - Money left after selling and accouting for mortagage paid and personal rent: AUD {money_left-personal_rent} - """ - return out_str.split("\n") - - def get_rent_expenditure(self, weekly, rate, years): - annual_payment = weekly * 52 - present_val = annual_payment * (1 - (1 + rate / 100) ** (-years)) * 100 / rate - return present_val + def sanity_check(self): + #assert self.deposits <= self.cash, "Not enough cash to buy this portfolio of properties" + assert len(self.buy_year) == len(self.properties), "Buy year must be specified for each property" + assert len(self.equity_use_fraction) == len(self.properties), "Equity use fraction must be specified for each property" + if not self.has_ppor: + assert self.monthly_living_rent > 0, "Rent cannot be 0 if no ppor proerty in portfolio" + assert len([prop for prop in self.properties if prop.strategy == "ppor"]) <= 1, "Only one ppor property allowed" + assert len([prop for prop in self.properties if prop.strategy == "convert_to_rent"]) <= 1, "Only one convert_to_rent property allowed" + + def validate_portfolio(self): + """Check if portfolio is valid""" + # Check if enough cash to run properties + # Check if enough cash to live + #TODO -> account for rent + max_year = max(self.buy_year)+1 + cash_flow = self.get_cash_flow(max_year) + income = Property.do_compounding(self.monthly_income*12, max_year, self.income_growth_rate) + expenses = Property.do_compounding(self.monthly_living_expenses*12, max_year, self.expenses_growth_rate) + net_cash = income - expenses - cash_flow + if(net_cash<0): + print("Property portfolio unsustaninable") + print(f"Savings to property cash_flow: {(income-expenses)/cash_flow*100:.2f}%") + return + + + def get_cash_flow(self, years): + """Cash flow for the portfolio""" + # What is the cash flow for each property + + property_cash_flow = [prop.get_net_cash_flow(years-self.buy_year[i]) if self.buy_year[i] < years else 0 for i, prop in enumerate(self.properties)] + return sum(property_cash_flow) + + def get_equity_at_year(self, years, factor=1.0): + """Equity in the portfolio""" + # What is the equity for each property + property_equity = [prop.total_equity_at_year(years-self.buy_year[i], factor=factor) if self.buy_year[i] <= years else 0 for i, prop in enumerate(self.properties)] + return sum(property_equity) - self.get_equity_deposit_paid_at_year(years) + + def get_deposit_needed_at_year(self, years): + #How much deposit is needed to buy properties? + deposit = 0 + for i, year in enumerate(self.buy_year): + if (year <= years): + deposit = deposit + self.properties[i].deposit + return deposit + + def get_net_position_at_year(self, years): + """Net position in the portfolio""" + # What is the net position for each property + property_net_position = [prop.net_position_at_year(years-self.buy_year[i]) if self.buy_year[i] < years else 0 for i, prop in enumerate(self.properties)] + return sum(property_net_position) + + def get_property_val(self, years): + """Total property value""" + property_vals = [prop.get_property_val(years-self.buy_year[i]) if self.buy_year[i] < years else 0 for i, prop in enumerate(self.properties)] + return sum(property_vals) + + def get_usable_equity(self, years): + """Equity which can be used to take loans""" + #Usable equity is 80% property value - loan_left + #Only consider positive equity + usable_equity = [max(prop.total_equity_at_year(years-self.buy_year[i], factor=0.8),0) if self.buy_year[i] < years else 0 for i, prop in enumerate(self.properties)] + return sum(usable_equity) + + def add_property(self): + pass + + def get_personal_rent_expenditure(self, years): + """How much is spent on rent?""" + #One portfolio can only have one ppor property + ppor = [(i,prop) for i, prop in enumerate(self.properties) if prop.strategy == 'ppor'] + if ppor: + if(self.buy_year[ppor[0][0]] < years): + return self.get_personal_rent_expenditure(self.buy_year[ppor[0][0]]) + if 'convert_to_rent' in [prop.strategy for prop in self.properties]: + owner_occupied_years = [prop.owner_occupied_years for prop in self.properties if prop.strategy == 'convert_to_rent'] + buy_years = [self.buy_year[i] for i, prop in enumerate(self.properties) if prop.strategy == 'convert_to_rent'] + years_all = np.arange(1,years+1) + for buy, occupied in zip(buy_years, owner_occupied_years): + years_all = years_all[(years_all<=buy) & (years_all>buy+occupied)] + print(years_all) + return self.monthly_living_rent*12*len(years_all) + else: + return self.monthly_living_rent * 12 * years + + def get_cash_deposit_paid_at_year(self, year): + """All properties are bought by using cash and savings""" + + return sum([prop.deposit*(1-self.equity_use_fraction[i]) if self.buy_year[i] <= year else 0 for i, prop in enumerate(self.properties)]) + + def get_equity_deposit_paid_at_year(self, year): + """All properties are bought by using cash and savings""" + equity_needed = sum([prop.deposit*self.equity_use_fraction[i] if self.buy_year[i] <= year else 0 for i, prop in enumerate(self.properties)]) + usable_equity = self.get_usable_equity(year) + if(equity_needed > usable_equity): + print(f"Not enough equity at year {year} to buy property, usable equity: {usable_equity:.2f}, equity needed: {equity_needed:.2f}") + return equity_needed + + def get_total_cash(self, years): + """Total cash in the portfolio""" + cash = self.cash + self.monthly_savings * 12 * years - self.get_cash_deposit_paid_at_year(years) - self.get_personal_rent_expenditure(years) + self.get_cash_flow(years) + return cash + + + def get_position_at_year(self, years): + """Portfolio position at year""" + # Total property value + property_vals = self.get_property_val(years) + # What is savings + left over money after buying property + # Account for running costs + cash = self.get_total_cash(years) + # Any out of pocket expenses in holding the property including monthly payments + equity = self.get_equity_at_year(years) + net_position = self.get_net_position_at_year(years) + return property_vals, cash, equity, net_position + + def get_position_time_series(self, year_end): + """Get a time series of portfolio position""" + property_vals = [] + cash = [] + equity = [] + net_position = [] + + for i in range(0, year_end): + out = self.get_position_at_year(i) + property_vals.append(out[0]) + cash.append(out[1]) + equity.append(out[2]) + net_position.append(out[3]) + + return property_vals, cash, equity, net_position + + +# +# def pl_report( +# self, years_hold, growth_rate, inflation, extra_payments, rent=0, index_rate=6 +# ): +# sold_price = self.do_compounding(self.property_price, years_hold, growth_rate) +# monthly = self.get_monthly_payments() +# interest_paid = self.get_total_interest_paid(years_hold, extra_payments) +# principal_paid = self.get_principal_paid(years_hold, extra_payments) +# total_paid = principal_paid + self.deposit +# sold_gain = sold_price - (self.principal - principal_paid) +# owning_cost = total_paid + interest_paid + self.other_expenses +# money_left = sold_gain - owning_cost +# curr_val = money_left / (1 + growth_rate / 100) ** years_hold +# current_principal, current_interest = self.get_stats_current_val( +# years_hold, inflation, extra_payments +# ) +# cur_sale = sold_price / (1 + inflation / 100) ** years_hold +# current_own_cost = current_principal + current_interest + self.other_expenses +# cur_sold_gain = sold_gain / (1 + inflation / 100) ** years_hold +# current_profit = cur_sold_gain - current_own_cost +# inflation_month = inflation / 1200 +# rent_current = ( +# rent +# * 4 +# * (1 - (1 + inflation_month) ** (-years_hold * 12)) +# / inflation_month +# ) +# spare_cash_if_no_buy = monthly + extra_payments - rent * 4 +# # if invested in an index fund what will be the value in years_hold +# spare_val = ( +# spare_cash_if_no_buy +# * ((1 + index_rate / 1200) ** (12 * years_hold) - 1) +# * 1200 +# / index_rate +# ) +# # what is the current value of this considering inflation +# cur_val_spare = spare_val / (1 + inflation / 100) ** years_hold +# out_str = f"""Property price: AUD {self.property_price} \n +# Loan after deposit and costs: AUD {self.principal} \n +# LVR: {self.principal/self.property_price} \n +# Minimum monthly repayments: AUD {monthly} \n +# Extra payments: AUD {extra_payments} \n +# Total monthly payments AUD: {monthly+extra_payments} \n +# Held the property for: {years_hold} years \n +# Property price in {years_hold} years with {growth_rate} percent compounding will be: AUD {sold_price} \n +# Total interest paid: AUD {interest_paid} \n +# Principal paid: AUD {principal_paid} \n +# Profit from selling after settling with bank: AUD {sold_gain} \n +# Total cost of owning: AUD {owning_cost} \n +# Profit: AUD {money_left} \n +# Current value of profit if {inflation}% discounting applied: AUD {curr_val} \n +# Current value of principal: AUD {current_principal} \n +# Current value of interest: AUD {current_interest} \n +# Current value of sold price: AUD {cur_sale} \n +# Profit based on current value: AUD {current_profit} \n +# Total money, principal + profit: AUD {current_principal+current_profit} \n +# If instead invested money left after rent in index fund, current val: AUD {cur_val_spare} \n +# """ +# return out_str.split("\n") +# +# def pl_report_rentvest( +# self, +# years_hold, +# growth_rate, +# inflation, +# extra_cost, +# interest_only, +# rent_rentvest, +# rent_personal, +# reinvest +# ): +# sold_price = self.do_compounding(self.property_price, years_hold, growth_rate) +# if interest_only == "Yes": +# monthly = self.get_monthly_interest_payment() +# principal_paid = 0 +# interest_paid = monthly*12*years_hold +# else: +# monthly = self.get_monthly_payments() +# principal_paid = self.get_principal_paid(years_hold, extra_payments=0) +# interest_paid = self.get_total_interest_paid(years_hold, extra_payments=0) +# +# #This included other_expenses -> deposit is total of other_expenses +# total_paid = principal_paid + self.deposit +# sold_gain = sold_price - (self.principal - principal_paid) +# #rent is weekly +# rental_yield = rent_rentvest*52*years_hold +# rental_yield_after_expenses = (rent_rentvest-extra_cost)*52*years_hold +# +# money_left_after_mortgage = rental_yield_after_expenses - monthly*12*years_hold +# if(money_left_after_mortgage<0): +# after_tax = 0.7*money_left_after_mortgage +# else: +# after_tax = money_left_after_mortgage +# +# personal_rent = rent_personal*52*years_hold +# +# owning_cost = total_paid + interest_paid - rental_yield_after_expenses +# money_left = sold_gain - owning_cost +# +# +# +# # what is the current value of this considering inflation +# out_str = f"""Property price: AUD {self.property_price} \n +# Loan after deposit and costs: AUD {self.principal} \n +# LVR: {self.principal/self.property_price} \n +# Minimum monthly repayments: AUD {monthly} \n +# Held the property for: {years_hold} years \n +# Property price in {years_hold} years with {growth_rate} percent compounding will be: AUD {sold_price} \n +# Total interest paid: AUD {interest_paid} \n +# Principal paid: AUD {principal_paid} \n +# Total rent received after expenses: AUD {rental_yield_after_expenses} \n +# Holding cost (deposit + interest paid - rent recevied): AUD {owning_cost} \n +# Personal rent paid: AUD {personal_rent} \n +# Money left after mortgage paid and rent received: AUD {money_left_after_mortgage} \n +# Profit from selling after settling with bank: AUD {sold_gain} \n +# Profit after accounting holding cost: AUD {money_left} \n +# Money left after selling and accouting for mortagage paid and personal rent: AUD {money_left-personal_rent} +# """ +# return out_str.split("\n") +# +# From f2bd96f745ca3840337ae27985c872b579b72b32 Mon Sep 17 00:00:00 2001 From: Deepak Date: Mon, 20 Feb 2023 22:00:38 +1100 Subject: [PATCH 2/7] format --- calculator.py | 9 +- house_prices.py | 12 +- pages/rentvest.py | 35 ++++-- payments.py | 309 ++++++++++++++++++++++++++++++++-------------- viz_app.py | 16 +-- 5 files changed, 258 insertions(+), 123 deletions(-) diff --git a/calculator.py b/calculator.py index df632e2..2d8fc40 100644 --- a/calculator.py +++ b/calculator.py @@ -1,12 +1,13 @@ # Run this app with `python app.py` and # visit http://127.0.0.1:8050/ in your web browser. -from dash import Dash, html, dcc, dash_table, callback -from dash.dependencies import Input, Output -from payments import Mortgage -from pages.rentvest import layout as rentvest_layout import dash import pandas as pd +from dash import Dash, callback, dash_table, dcc, html +from dash.dependencies import Input, Output + +from pages.rentvest import layout as rentvest_layout +from payments import Mortgage app = Dash( __name__, diff --git a/house_prices.py b/house_prices.py index b37e230..f7f5fcb 100644 --- a/house_prices.py +++ b/house_prices.py @@ -1,11 +1,13 @@ +import argparse +import pickle as pkl +import sqlite3 +import sys +import time + import requests from bs4 import BeautifulSoup -import sys -import sqlite3 -import pickle as pkl -import argparse + from API_KEY import API_KEY -import time URL_ADD = "https://api.domain.com.au/v1/addressLocators?searchLevel=Suburb&suburb={}&state=NSW&postcode={}" URL_PERF = "https://api.domain.com.au/v2/suburbPerformanceStatistics/{}/{}/{}?propertyCategory={}&bedrooms={}&periodSize={}&startingPeriodRelativeToCurrent={}&totalPeriods={}" diff --git a/pages/rentvest.py b/pages/rentvest.py index 92ebe30..959b25d 100644 --- a/pages/rentvest.py +++ b/pages/rentvest.py @@ -1,9 +1,9 @@ -from dash import Dash, html, dcc, dash_table, callback -from dash.dependencies import Input, Output -from payments import Mortgage import dash import pandas as pd +from dash import Dash, callback, dash_table, dcc, html +from dash.dependencies import Input, Output +from payments import Mortgage layout = html.Div( [ @@ -94,6 +94,18 @@ style={"width": "15%", "margin": "1px"}, inline=False, ), + html.Label( + "Reinvest positive cash flow?", + style={"padding": "10px", "font-weight": "bold", "width": "15%"}, + ), + dcc.RadioItems( + options=["Yes", "No"], + value="Yes", + id="reinvest-rentvest", + className="form-control-sm", + style={"width": "15%", "margin": "1px"}, + inline=False, + ), ], style={ "padding": 10, @@ -171,7 +183,7 @@ className="form-control-sm", style={"width": "15%"}, ), - html.Label( + html.Label( "Personal Rent", style={"padding": "10px", "font-weight": "bold", "width": "15%"}, ), @@ -182,7 +194,6 @@ className="form-control-sm", style={"width": "15%"}, ), - ], style={ "padding": 10, @@ -222,7 +233,7 @@ Input("rent-rentvest", "value"), Input("monthly-cost-rentvest", "value"), Input("personal-rent-rentvest", "value"), - + Input("reinvest-rentvest", "value"), ) def update_graph( price, @@ -236,11 +247,19 @@ def update_graph( inflation, rent, monthly_cost, - personal_rent + personal_rent, + reinvest, ): m = Mortgage(interest, term, price, deposit, other) out = m.pl_report_rentvest( - years_hold, growth, inflation, monthly_cost, interest_only, rent, personal_rent + years_hold, + growth, + inflation, + monthly_cost, + interest_only, + rent, + personal_rent, + reinvest, ) out = [o.strip() for o in out if len(o.strip()) > 0] # elems = [html.Ul(o) for o in out if len(o)>0 ] diff --git a/payments.py b/payments.py index a99c0ac..3e2f309 100644 --- a/payments.py +++ b/payments.py @@ -1,8 +1,10 @@ import math import sys from functools import lru_cache + import numpy as np + class Mortgage: def __init__(self, interest, loan, years, interest_only=False): # Monthly interest @@ -38,8 +40,10 @@ def get_principal_remaining(self, years, extra_payments=0): def get_principal_paid(self, years, extra_payments=0): return self.loan - self.get_principal_remaining(years, extra_payments) + class Property(Mortgage): """Year = 1 means position after owning property for one year""" + def __init__( self, price, @@ -59,7 +63,7 @@ def __init__( interest_rate, price - deposit + buying_cost + lmi, years=30, - interest_only=True if strategy=='rentvest' else False, + interest_only=True if strategy == "rentvest" else False, ) self.price = price self.deposit = deposit @@ -77,79 +81,115 @@ def __init__( # monthly self.cost_growth_rate = cost_growth_rate / 1200 min_repayment = self.get_monthly_payments() - if(self.strategy=='rentvest'): + if self.strategy == "rentvest": if self.rent + self.running_cost - min_repayment < 0: print( - "Running cost higher than rental income earned, property negatively geared" + "Running cost higher than rental income earned, property negatively geared" ) else: print("Property positively geared") - + self.sanity_check() def sanity_check(self): """Sanity check on input parameters""" - if(self.strategy=='ppor'): + if self.strategy == "ppor": assert self.rent == 0, "PPOR should not have rent" assert not self.interest_only, "PPOR should not be interest only" - if(self.strategy=='rentvest'): + if self.strategy == "rentvest": assert self.rent > 0, "Rentvest should have rent" - if(self.strategy=='convert_to_rent'): + if self.strategy == "convert_to_rent": assert self.rent > 0, "Convert to rent should have rent" - assert self.owner_occupied_years > 0, "Convert to rent should have owner occupied years" - - assert self.deposit > self.buying_cost, "Deposit should be more than buying cost" - assert self.rent >=0, "Rent should be positive" - assert self.strategy in ['ppor','rentvest','convert_to_rent'], "Strategy should be either ppor or rentvest" - if(self.strategy == 'convert_to_rent'): - assert self.owner_occupied_years >=0, "Owner occupied years should be positive" + assert ( + self.owner_occupied_years > 0 + ), "Convert to rent should have owner occupied years" + + assert ( + self.deposit > self.buying_cost + ), "Deposit should be more than buying cost" + assert self.rent >= 0, "Rent should be positive" + assert self.strategy in [ + "ppor", + "rentvest", + "convert_to_rent", + ], "Strategy should be either ppor or rentvest" + if self.strategy == "convert_to_rent": + assert ( + self.owner_occupied_years >= 0 + ), "Owner occupied years should be positive" def get_property_position(self, years, months=0): - if(self.strategy=="convert_to_rent"): - #If property is to be converted to rent for first few years it will be normal property with 0 rent + if self.strategy == "convert_to_rent": + # If property is to be converted to rent for first few years it will be normal property with 0 rent years_ppor = min(years, self.owner_occupied_years) - loan_left, offset, oop = self.get_property_position_calc(years_ppor, self.get_monthly_payments(), 0, self.running_cost, self.loan, months) - #After that it will be rentvest property - years_rentvest = max(years - years_ppor,0) - loan_left, offset_1, oop_1 = self.get_property_position_calc(years_rentvest, self.get_monthly_interest_only_payment(), self.rent, self.running_cost, loan_left, months) + loan_left, offset, oop = self.get_property_position_calc( + years_ppor, + self.get_monthly_payments(), + 0, + self.running_cost, + self.loan, + months, + ) + # After that it will be rentvest property + years_rentvest = max(years - years_ppor, 0) + loan_left, offset_1, oop_1 = self.get_property_position_calc( + years_rentvest, + self.get_monthly_interest_only_payment(), + self.rent, + self.running_cost, + loan_left, + months, + ) return loan_left, offset + offset_1, oop + oop_1 else: - return self.get_property_position_calc(years, self.get_monthly_payments(), self.rent, self.running_cost, self.loan, months) - - - #@lru_cache(maxsize=32) - def get_property_position_calc(self, years, min_repayment, rent, running_cost, loan, months=0): + return self.get_property_position_calc( + years, + self.get_monthly_payments(), + self.rent, + self.running_cost, + self.loan, + months, + ) + + # @lru_cache(maxsize=32) + def get_property_position_calc( + self, years, min_repayment, rent, running_cost, loan, months=0 + ): """If we reinvest/put in offset whatever money we earn from rent what happens then Interest will change every period, use brute force method to compute """ - out_of_pocket=0 - offset=0 + out_of_pocket = 0 + offset = 0 loan_left = loan - #min_repayment = self.get_monthly_payments() - periods = years*12 + months + # min_repayment = self.get_monthly_payments() + periods = years * 12 + months for _ in range(0, periods): - + earning = rent - #interest is not charged on any money in offset account - interest_repayment = self.interest * (loan_left-offset) + # interest is not charged on any money in offset account + interest_repayment = self.interest * (loan_left - offset) principal_repayments = min_repayment - interest_repayment - #Loan left is only for interest calculation purposes, loan is not actually decreasing, money is going to offset + # Loan left is only for interest calculation purposes, loan is not actually decreasing, money is going to offset loan_left = loan_left - principal_repayments - #If earnings + extra repayments is more than min repayments then I am paying extra, otherwise coming out of pocket - extra_repayments = earning + self.extra_repayments - min_repayment - running_cost*(1+self.cost_growth_rate) + # If earnings + extra repayments is more than min repayments then I am paying extra, otherwise coming out of pocket + extra_repayments = ( + earning + + self.extra_repayments + - min_repayment + - running_cost * (1 + self.cost_growth_rate) + ) out_of_pocket = out_of_pocket + min(0, extra_repayments) - #If any extra money is left, it will go to offset account - offset = offset + max(0,extra_repayments) + # If any extra money is left, it will go to offset account + offset = offset + max(0, extra_repayments) return loan_left, offset, abs(out_of_pocket) - def get_property_val(self, years): """Property value compounding""" return self.do_compounding(self.price, years, self.growth_rate) @@ -157,13 +197,13 @@ def get_property_val(self, years): def get_monthly_oop_payments(self): """How much per month needs to be paid after accounting for rent""" min_payment = self.get_monthly_payments() - return min(min_payment - self.rent - self.running_cost,0) + return min(min_payment - self.rent - self.running_cost, 0) def get_principal_paid(self, years, extra_payments=0): """How much principal has been paid in years""" if self.strategy == "ppor": return super().get_principal_paid(years, extra_payments) - elif self.strategy in ["rentvest","convert_to_rent"]: + elif self.strategy in ["rentvest", "convert_to_rent"]: loan_left, _, _ = self.get_property_position(years) return self.loan - loan_left else: @@ -183,27 +223,27 @@ def total_equity_at_year(self, years, factor=1.0): Equity is proerty value minus loan left""" property_value = self.get_property_val(years) principal_paid = self.get_principal_paid(years) - equity = factor*property_value + principal_paid - self.loan + equity = factor * property_value + principal_paid - self.loan return equity def get_running_costs(self, years): _, _, oop = self.get_property_position(years) return oop - + def get_net_cash_flow(self, years): """Net cash flow for this property, negative means cash out, positive means cash in""" _, offset, oop = self.get_property_position(years) return offset - oop - + def get_net_cash_flow_at_year(self, years): """Net cash flow for this property, negative means cash out, positive means cash in""" - if(years<=0): + if years <= 0: return 0 - - _, offset_1, oop_1 = self.get_property_position(years-1) + + _, offset_1, oop_1 = self.get_property_position(years - 1) _, offset, oop = self.get_property_position(years) return (offset - oop) - (offset_1 - oop_1) - + def net_position_at_year(self, years): """Net wealth position in years Calculated as: @@ -211,7 +251,7 @@ def net_position_at_year(self, years): """ loan_left, _, oop = self.get_property_position(years) net_position = self.get_property_val(years) - loan_left - self.deposit - oop - + return net_position def get_avg_return_at_year(self, years): @@ -219,22 +259,23 @@ def get_avg_return_at_year(self, years): What is the net yearly return on investment? """ net_position = self.net_position_at_year(years) - total_owning_cost = -1.0*self.get_net_cash_flow(years) + self.deposit - #Average yearly return? - avg_return = (net_position/total_owning_cost*100)/years + total_owning_cost = -1.0 * self.get_net_cash_flow(years) + self.deposit + # Average yearly return? + avg_return = (net_position / total_owning_cost * 100) / years return avg_return def get_lvr_at_year(self, years): """LVR considering payments and property growth""" loan_left = self.get_property_position(years)[0] property_val = self.get_property_val(years) - return loan_left/property_val + return loan_left / property_val @staticmethod def do_compounding(principal, years, interest): """Simple compounding""" return principal * (1 + interest / 100) ** years + class Portfolio: """Class for portfolio of property which tracks performance""" @@ -242,13 +283,15 @@ def __init__( self, properties: list[Property], buy_year: list[float], - equity_use_fraction: list[float], #what fraction of deposit for a property comes from equity, rest comes from cash + equity_use_fraction: list[ + float + ], # what fraction of deposit for a property comes from equity, rest comes from cash cash: float, monthly_income: float, monthly_living_expenses: float, monthly_living_rent: float, income_growth_rate: float = 0, - expenses_growth_rate: float = 0 + expenses_growth_rate: float = 0, ): self.properties = properties self.buy_year = buy_year @@ -264,110 +307,184 @@ def __init__( self.monthly_savings = self.monthly_income - self.monthly_living_expenses self.sanity_check() - + def sanity_check(self): - #assert self.deposits <= self.cash, "Not enough cash to buy this portfolio of properties" - assert len(self.buy_year) == len(self.properties), "Buy year must be specified for each property" - assert len(self.equity_use_fraction) == len(self.properties), "Equity use fraction must be specified for each property" + # assert self.deposits <= self.cash, "Not enough cash to buy this portfolio of properties" + assert len(self.buy_year) == len( + self.properties + ), "Buy year must be specified for each property" + assert len(self.equity_use_fraction) == len( + self.properties + ), "Equity use fraction must be specified for each property" if not self.has_ppor: - assert self.monthly_living_rent > 0, "Rent cannot be 0 if no ppor proerty in portfolio" - assert len([prop for prop in self.properties if prop.strategy == "ppor"]) <= 1, "Only one ppor property allowed" - assert len([prop for prop in self.properties if prop.strategy == "convert_to_rent"]) <= 1, "Only one convert_to_rent property allowed" + assert ( + self.monthly_living_rent > 0 + ), "Rent cannot be 0 if no ppor proerty in portfolio" + assert ( + len([prop for prop in self.properties if prop.strategy == "ppor"]) <= 1 + ), "Only one ppor property allowed" + assert ( + len( + [prop for prop in self.properties if prop.strategy == "convert_to_rent"] + ) + <= 1 + ), "Only one convert_to_rent property allowed" def validate_portfolio(self): """Check if portfolio is valid""" # Check if enough cash to run properties # Check if enough cash to live - #TODO -> account for rent - max_year = max(self.buy_year)+1 + # TODO -> account for rent + max_year = max(self.buy_year) + 1 cash_flow = self.get_cash_flow(max_year) - income = Property.do_compounding(self.monthly_income*12, max_year, self.income_growth_rate) - expenses = Property.do_compounding(self.monthly_living_expenses*12, max_year, self.expenses_growth_rate) - net_cash = income - expenses - cash_flow - if(net_cash<0): + income = Property.do_compounding( + self.monthly_income * 12, max_year, self.income_growth_rate + ) + expenses = Property.do_compounding( + self.monthly_living_expenses * 12, max_year, self.expenses_growth_rate + ) + net_cash = income - expenses - cash_flow + if net_cash < 0: print("Property portfolio unsustaninable") print(f"Savings to property cash_flow: {(income-expenses)/cash_flow*100:.2f}%") return - def get_cash_flow(self, years): """Cash flow for the portfolio""" # What is the cash flow for each property - property_cash_flow = [prop.get_net_cash_flow(years-self.buy_year[i]) if self.buy_year[i] < years else 0 for i, prop in enumerate(self.properties)] + property_cash_flow = [ + prop.get_net_cash_flow(years - self.buy_year[i]) + if self.buy_year[i] < years + else 0 + for i, prop in enumerate(self.properties) + ] return sum(property_cash_flow) - + def get_equity_at_year(self, years, factor=1.0): """Equity in the portfolio""" # What is the equity for each property - property_equity = [prop.total_equity_at_year(years-self.buy_year[i], factor=factor) if self.buy_year[i] <= years else 0 for i, prop in enumerate(self.properties)] + property_equity = [ + prop.total_equity_at_year(years - self.buy_year[i], factor=factor) + if self.buy_year[i] <= years + else 0 + for i, prop in enumerate(self.properties) + ] return sum(property_equity) - self.get_equity_deposit_paid_at_year(years) def get_deposit_needed_at_year(self, years): - #How much deposit is needed to buy properties? + # How much deposit is needed to buy properties? deposit = 0 for i, year in enumerate(self.buy_year): - if (year <= years): + if year <= years: deposit = deposit + self.properties[i].deposit return deposit - + def get_net_position_at_year(self, years): """Net position in the portfolio""" # What is the net position for each property - property_net_position = [prop.net_position_at_year(years-self.buy_year[i]) if self.buy_year[i] < years else 0 for i, prop in enumerate(self.properties)] + property_net_position = [ + prop.net_position_at_year(years - self.buy_year[i]) + if self.buy_year[i] < years + else 0 + for i, prop in enumerate(self.properties) + ] return sum(property_net_position) - + def get_property_val(self, years): """Total property value""" - property_vals = [prop.get_property_val(years-self.buy_year[i]) if self.buy_year[i] < years else 0 for i, prop in enumerate(self.properties)] + property_vals = [ + prop.get_property_val(years - self.buy_year[i]) + if self.buy_year[i] < years + else 0 + for i, prop in enumerate(self.properties) + ] return sum(property_vals) def get_usable_equity(self, years): """Equity which can be used to take loans""" - #Usable equity is 80% property value - loan_left - #Only consider positive equity - usable_equity = [max(prop.total_equity_at_year(years-self.buy_year[i], factor=0.8),0) if self.buy_year[i] < years else 0 for i, prop in enumerate(self.properties)] + # Usable equity is 80% property value - loan_left + # Only consider positive equity + usable_equity = [ + max(prop.total_equity_at_year(years - self.buy_year[i], factor=0.8), 0) + if self.buy_year[i] < years + else 0 + for i, prop in enumerate(self.properties) + ] return sum(usable_equity) - + def add_property(self): pass def get_personal_rent_expenditure(self, years): """How much is spent on rent?""" - #One portfolio can only have one ppor property - ppor = [(i,prop) for i, prop in enumerate(self.properties) if prop.strategy == 'ppor'] + # One portfolio can only have one ppor property + ppor = [ + (i, prop) + for i, prop in enumerate(self.properties) + if prop.strategy == "ppor" + ] if ppor: - if(self.buy_year[ppor[0][0]] < years): + if self.buy_year[ppor[0][0]] < years: return self.get_personal_rent_expenditure(self.buy_year[ppor[0][0]]) - if 'convert_to_rent' in [prop.strategy for prop in self.properties]: - owner_occupied_years = [prop.owner_occupied_years for prop in self.properties if prop.strategy == 'convert_to_rent'] - buy_years = [self.buy_year[i] for i, prop in enumerate(self.properties) if prop.strategy == 'convert_to_rent'] - years_all = np.arange(1,years+1) + if "convert_to_rent" in [prop.strategy for prop in self.properties]: + owner_occupied_years = [ + prop.owner_occupied_years + for prop in self.properties + if prop.strategy == "convert_to_rent" + ] + buy_years = [ + self.buy_year[i] + for i, prop in enumerate(self.properties) + if prop.strategy == "convert_to_rent" + ] + years_all = np.arange(1, years + 1) for buy, occupied in zip(buy_years, owner_occupied_years): - years_all = years_all[(years_all<=buy) & (years_all>buy+occupied)] + years_all = years_all[(years_all <= buy) & (years_all > buy + occupied)] print(years_all) - return self.monthly_living_rent*12*len(years_all) + return self.monthly_living_rent * 12 * len(years_all) else: return self.monthly_living_rent * 12 * years def get_cash_deposit_paid_at_year(self, year): """All properties are bought by using cash and savings""" - return sum([prop.deposit*(1-self.equity_use_fraction[i]) if self.buy_year[i] <= year else 0 for i, prop in enumerate(self.properties)]) + return sum( + [ + prop.deposit * (1 - self.equity_use_fraction[i]) + if self.buy_year[i] <= year + else 0 + for i, prop in enumerate(self.properties) + ] + ) def get_equity_deposit_paid_at_year(self, year): """All properties are bought by using cash and savings""" - equity_needed = sum([prop.deposit*self.equity_use_fraction[i] if self.buy_year[i] <= year else 0 for i, prop in enumerate(self.properties)]) + equity_needed = sum( + [ + prop.deposit * self.equity_use_fraction[i] + if self.buy_year[i] <= year + else 0 + for i, prop in enumerate(self.properties) + ] + ) usable_equity = self.get_usable_equity(year) - if(equity_needed > usable_equity): - print(f"Not enough equity at year {year} to buy property, usable equity: {usable_equity:.2f}, equity needed: {equity_needed:.2f}") + if equity_needed > usable_equity: + print( + f"Not enough equity at year {year} to buy property, usable equity: {usable_equity:.2f}, equity needed: {equity_needed:.2f}" + ) return equity_needed def get_total_cash(self, years): """Total cash in the portfolio""" - cash = self.cash + self.monthly_savings * 12 * years - self.get_cash_deposit_paid_at_year(years) - self.get_personal_rent_expenditure(years) + self.get_cash_flow(years) + cash = ( + self.cash + + self.monthly_savings * 12 * years + - self.get_cash_deposit_paid_at_year(years) + - self.get_personal_rent_expenditure(years) + + self.get_cash_flow(years) + ) return cash - def get_position_at_year(self, years): """Portfolio position at year""" diff --git a/viz_app.py b/viz_app.py index aed45c6..acfbcc1 100644 --- a/viz_app.py +++ b/viz_app.py @@ -1,19 +1,15 @@ +import json import sqlite3 -import pandas as pd -import numpy as np -import dash -import dash_core_components as dcc -import dash_html_components as html -import plotly.express as px +import sys + import dash import dash_core_components as dcc import dash_html_components as html -from dash.dependencies import Input, Output +import numpy as np +import pandas as pd import plotly.express as px import plotly.graph_objects as go -import pandas as pd -import sys -import json +from dash.dependencies import Input, Output conn = sqlite3.connect("housing.db") city = sys.argv[1] From 9b4369ce1c06c6ad45cbaba6e1cab5915be8ce18 Mon Sep 17 00:00:00 2001 From: Deepak Date: Mon, 20 Feb 2023 22:07:14 +1100 Subject: [PATCH 3/7] gitignore --- .gitignore | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 .gitignore diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..195d97b --- /dev/null +++ b/.gitignore @@ -0,0 +1,6 @@ +**/__pycache__ +*.pkl +venv/ +API_KEY.py +*.db +*.ipynb_checkpoints \ No newline at end of file From 03d4e027ebb0d1c96e538f6ed7d4a5619ff42e8c Mon Sep 17 00:00:00 2001 From: Deepak Date: Mon, 20 Feb 2023 22:15:25 +1100 Subject: [PATCH 4/7] pre-commit hooks --- .pre-commit-config.yaml | 15 +++++++++++++++ 1 file changed, 15 insertions(+) create mode 100644 .pre-commit-config.yaml diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..22919a0 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,15 @@ +repos: +- repo: https://github.com/psf/black + rev: 22.12.0 + hooks: + - id: black + +- repo: https://github.com/pycqa/isort + rev: 5.12.0 + hooks: + - id: isort + +- repo: 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a/payments.py b/payments.py index 3e2f309..ca1c35b 100644 --- a/payments.py +++ b/payments.py @@ -1,20 +1,46 @@ -import math -import sys from functools import lru_cache +from typing import Optional, Tuple import numpy as np +# TODO: Add some tests +# TODO: Add functionality to borrow money from properties +# TODO: if borrowed money from offset account, take care of interest payments + + +class StrategyEnum(str): + """Enum for strategy""" + + # principal place of residence + ppor = "ppor" + # Property bought for renting + rentvest = "rentvest" + # Property bought as ppor and converted to rentvest + convert_to_rent = "convert_to_rent" + class Mortgage: - def __init__(self, interest, loan, years, interest_only=False): + """A class to do some basic calculations for Mortgage + Extra payments can be made but they have to be constant across periods + """ + + def __init__( + self, interest: float, loan: float, years: int, interest_only: bool = False + ): # Monthly interest self.interest = interest / (12 * 100) self.loan = loan self.years = years + # Compounding is being done monthly, this may not align with what banks do (daily) but close self.months = self.years * 12 self.interest_only = interest_only - def get_monthly_payments(self): + def get_monthly_mortgage_payment(self) -> float: + """Get monthly payments for the mortgage + + Returns: + float: _Monthly payments + """ if self.interest_only: return self.get_monthly_interest_only_payment() @@ -22,43 +48,78 @@ def get_monthly_payments(self): self.interest * self.loan / (1 - (1 + self.interest) ** (-self.months)) ) - def get_monthly_interest_only_payment(self): + def get_monthly_interest_only_payment(self) -> float: + """Get monthly interest only payment + + Returns: + float: _Monthly interest only payment + """ return np.ceil(self.interest * self.loan) - def get_total_interest_paid(self, years, extra_payments=0): - monthly_payments = self.get_monthly_payments() + extra_payments + def get_total_interest_paid(self, years: int, extra_payments: float = 0) -> float: + """Get total interest paid for the mortgage in years + + Args: + years (int): _Number of years_ + extra_payments (float, optional): _Extra payments_. Defaults to 0. + + Returns: + float: _Total interest paid_ + """ + monthly_payments = self.get_monthly_mortgage_payment() + extra_payments periods = years * 12 return (self.loan * self.interest - monthly_payments) * ( (1 + self.interest) ** periods - 1 ) / self.interest + monthly_payments * periods - def get_principal_remaining(self, years, extra_payments=0): + def get_principal_remaining(self, years: int, extra_payments: float = 0) -> float: + """Get principal remaining after years + + Args: + years (int): Number of years + extra_payments (float, optional): Extra payments. Defaults to 0. + Returns: + float: Principal remaining + """ interest = self.get_total_interest_paid(years, extra_payments) - total_paid = (self.get_monthly_payments() + extra_payments) * years * 12 + total_paid = (self.get_monthly_mortgage_payment() + extra_payments) * years * 12 return self.loan - (total_paid - interest) - def get_principal_paid(self, years, extra_payments=0): + def get_principal_paid(self, years: int, extra_payments: float = 0) -> float: + """Get principal paid after years + + Args: + years (int): Number of years + extra_payments (float, optional): Extra payments. Defaults to 0. + + Returns: + float: Principal paid + """ return self.loan - self.get_principal_remaining(years, extra_payments) class Property(Mortgage): - """Year = 1 means position after owning property for one year""" + """A class to do some basic calculations for Property relating to property value, + equity generated, cash flow, etc. The property can be ppor, rentvest or ppor converted to rentvest + Year = 1 means position after owning property for one year""" def __init__( self, - price, - deposit, - buying_cost, - growth_rate, - interest_rate, - rent=0, - extra_repayments=0, - cost_growth_rate=0, - running_cost=0, - lmi=0, - strategy="ppor", - owner_occupied_years=None, + price: float, + deposit: float, + buying_cost: float, + growth_rate: float, + interest_rate: float, + rent: float = 0, + extra_repayments: float = 0, + cost_growth_rate: float = 0, + running_cost: float = 0, + lmi: float = 0, + strategy: StrategyEnum = "ppor", + owner_occupied_years: Optional[float] = None, ): + # Deposit is including buying cost + # By default mortgage is for 30 years super().__init__( interest_rate, price - deposit + buying_cost + lmi, @@ -80,15 +141,6 @@ def __init__( # TODO -> have different growth rate for each # monthly self.cost_growth_rate = cost_growth_rate / 1200 - min_repayment = self.get_monthly_payments() - if self.strategy == "rentvest": - if self.rent + self.running_cost - min_repayment < 0: - print( - "Running cost higher than rental income earned, property negatively geared" - ) - else: - print("Property positively geared") - self.sanity_check() def sanity_check(self): @@ -120,13 +172,34 @@ def sanity_check(self): self.owner_occupied_years >= 0 ), "Owner occupied years should be positive" - def get_property_position(self, years, months=0): + min_repayment = self.get_monthly_mortgage_payment() + if self.strategy == "rentvest": + if self.rent + self.running_cost - min_repayment < 0: + print( + "Running cost higher than rental income earned, property negatively geared" + ) + else: + print("Property positively geared") + + def get_property_position( + self, years: int, months: float = 0 + ) -> Tuple[float, float, float]: + """Get loan left, offset and any out of pocket expenses after holding property for years + Out of pocker expenses include mortgage payments, running cost and any extra payments + + Args: + years (int): Number of years property is held + months (int, optional): [description]. Defaults to 0. + + Returns: + Tuple(float, float, float): Loan left, offset and out of pocket expenses + """ if self.strategy == "convert_to_rent": # If property is to be converted to rent for first few years it will be normal property with 0 rent years_ppor = min(years, self.owner_occupied_years) loan_left, offset, oop = self.get_property_position_calc( years_ppor, - self.get_monthly_payments(), + self.get_monthly_mortgage_payment(), 0, self.running_cost, self.loan, @@ -147,26 +220,32 @@ def get_property_position(self, years, months=0): else: return self.get_property_position_calc( years, - self.get_monthly_payments(), + self.get_monthly_mortgage_payment(), self.rent, self.running_cost, self.loan, months, ) - # @lru_cache(maxsize=32) + @lru_cache(maxsize=32) def get_property_position_calc( - self, years, min_repayment, rent, running_cost, loan, months=0 - ): - """If we reinvest/put in offset whatever money we earn from rent what happens then - Interest will change every period, use brute force method to compute + self, + years: int, + min_repayment: float, + rent: float, + running_cost: float, + loan: float, + months: float = 0, + ) -> Tuple[float, float, float]: + """Brute force method to compute loan left, offset and out of pocket expenses after holding property for years + Compounding is done monthly. Money can be earned from rent. Any money left after paying mortgage and running cost is put in offset account which reduces interest paid """ out_of_pocket = 0 offset = 0 loan_left = loan - # min_repayment = self.get_monthly_payments() + # min_repayment = self.get_monthly_mortgage_payment() periods = years * 12 + months for _ in range(0, periods): @@ -190,16 +269,11 @@ def get_property_position_calc( return loan_left, offset, abs(out_of_pocket) - def get_property_val(self, years): + def get_property_val(self, years: int) -> float: """Property value compounding""" return self.do_compounding(self.price, years, self.growth_rate) - def get_monthly_oop_payments(self): - """How much per month needs to be paid after accounting for rent""" - min_payment = self.get_monthly_payments() - return min(min_payment - self.rent - self.running_cost, 0) - - def get_principal_paid(self, years, extra_payments=0): + def get_principal_paid(self, years: int, extra_payments: float = 0) -> float: """How much principal has been paid in years""" if self.strategy == "ppor": return super().get_principal_paid(years, extra_payments) @@ -210,7 +284,7 @@ def get_principal_paid(self, years, extra_payments=0): print(f"Strategy {self.strategy} not implemented") return 0 - def get_interest_paid(self, years): + def get_interest_paid(self, years: int) -> float: """How much interest has been paid in years""" if self.strategy in ["ppor", "rentvest"]: return super().get_total_interest_paid(years, self.extra_repayments) @@ -218,7 +292,7 @@ def get_interest_paid(self, years): print(f"Strategy {self.strategy} not implemented") return 0 - def total_equity_at_year(self, years, factor=1.0): + def total_equity_at_year(self, years: int, factor: float = 1.0) -> float: """How much equity has been created? Equity = property value + principal paid - loan Equity is proerty value minus loan left""" property_value = self.get_property_val(years) @@ -226,17 +300,13 @@ def total_equity_at_year(self, years, factor=1.0): equity = factor * property_value + principal_paid - self.loan return equity - def get_running_costs(self, years): - _, _, oop = self.get_property_position(years) - return oop - - def get_net_cash_flow(self, years): - """Net cash flow for this property, negative means cash out, positive means cash in""" + def get_net_cash_flow(self, years: int) -> float: + """Net cash flow for this property if held for years, negative means cash out, positive means cash in""" _, offset, oop = self.get_property_position(years) return offset - oop - def get_net_cash_flow_at_year(self, years): - """Net cash flow for this property, negative means cash out, positive means cash in""" + def get_net_yearly_cash_flow(self, years: int) -> float: + """Net cash flow for this property at year (not cumulative), negative means cash out, positive means cash in""" if years <= 0: return 0 @@ -244,7 +314,7 @@ def get_net_cash_flow_at_year(self, years): _, offset, oop = self.get_property_position(years) return (offset - oop) - (offset_1 - oop_1) - def net_position_at_year(self, years): + def net_position_at_year(self, years: int) -> float: """Net wealth position in years Calculated as: equity - deposit - running cost - interest paid @@ -254,7 +324,7 @@ def net_position_at_year(self, years): return net_position - def get_avg_return_at_year(self, years): + def get_avg_return_at_year(self, years: int) -> float: """What's the profit generated from investment? What is the net yearly return on investment? """ @@ -264,14 +334,14 @@ def get_avg_return_at_year(self, years): avg_return = (net_position / total_owning_cost * 100) / years return avg_return - def get_lvr_at_year(self, years): + def get_lvr_at_year(self, years: int) -> float: """LVR considering payments and property growth""" loan_left = self.get_property_position(years)[0] property_val = self.get_property_val(years) return loan_left / property_val @staticmethod - def do_compounding(principal, years, interest): + def do_compounding(principal: float, years: int, interest: float) -> float: """Simple compounding""" return principal * (1 + interest / 100) ** years @@ -513,126 +583,3 @@ def get_position_time_series(self, year_end): net_position.append(out[3]) return property_vals, cash, equity, net_position - - -# -# def pl_report( -# self, years_hold, growth_rate, inflation, extra_payments, rent=0, index_rate=6 -# ): -# sold_price = self.do_compounding(self.property_price, years_hold, growth_rate) -# monthly = self.get_monthly_payments() -# interest_paid = self.get_total_interest_paid(years_hold, extra_payments) -# principal_paid = self.get_principal_paid(years_hold, extra_payments) -# total_paid = principal_paid + self.deposit -# sold_gain = sold_price - (self.principal - principal_paid) -# owning_cost = total_paid + interest_paid + self.other_expenses -# money_left = sold_gain - owning_cost -# curr_val = money_left / (1 + growth_rate / 100) ** years_hold -# current_principal, current_interest = self.get_stats_current_val( -# years_hold, inflation, extra_payments -# ) -# cur_sale = sold_price / (1 + inflation / 100) ** years_hold -# current_own_cost = current_principal + current_interest + self.other_expenses -# cur_sold_gain = sold_gain / (1 + inflation / 100) ** years_hold -# current_profit = cur_sold_gain - current_own_cost -# inflation_month = inflation / 1200 -# rent_current = ( -# rent -# * 4 -# * (1 - (1 + inflation_month) ** (-years_hold * 12)) -# / inflation_month -# ) -# spare_cash_if_no_buy = monthly + extra_payments - rent * 4 -# # if invested in an index fund what will be the value in years_hold -# spare_val = ( -# spare_cash_if_no_buy -# * ((1 + index_rate / 1200) ** (12 * years_hold) - 1) -# * 1200 -# / index_rate -# ) -# # what is the current value of this considering inflation -# cur_val_spare = spare_val / (1 + inflation / 100) ** years_hold -# out_str = f"""Property price: AUD {self.property_price} \n -# Loan after deposit and costs: AUD {self.principal} \n -# LVR: {self.principal/self.property_price} \n -# Minimum monthly repayments: AUD {monthly} \n -# Extra payments: AUD {extra_payments} \n -# Total monthly payments AUD: {monthly+extra_payments} \n -# Held the property for: {years_hold} years \n -# Property price in {years_hold} years with {growth_rate} percent compounding will be: AUD {sold_price} \n -# Total interest paid: AUD {interest_paid} \n -# Principal paid: AUD {principal_paid} \n -# Profit from selling after settling with bank: AUD {sold_gain} \n -# Total cost of owning: AUD {owning_cost} \n -# Profit: AUD {money_left} \n -# Current value of profit if {inflation}% discounting applied: AUD {curr_val} \n -# Current value of principal: AUD {current_principal} \n -# Current value of interest: AUD {current_interest} \n -# Current value of sold price: AUD {cur_sale} \n -# Profit based on current value: AUD {current_profit} \n -# Total money, principal + profit: AUD {current_principal+current_profit} \n -# If instead invested money left after rent in index fund, current val: AUD {cur_val_spare} \n -# """ -# return out_str.split("\n") -# -# def pl_report_rentvest( -# self, -# years_hold, -# growth_rate, -# inflation, -# extra_cost, -# interest_only, -# rent_rentvest, -# rent_personal, -# reinvest -# ): -# sold_price = self.do_compounding(self.property_price, years_hold, growth_rate) -# if interest_only == "Yes": -# monthly = self.get_monthly_interest_payment() -# principal_paid = 0 -# interest_paid = monthly*12*years_hold -# else: -# monthly = self.get_monthly_payments() -# principal_paid = self.get_principal_paid(years_hold, extra_payments=0) -# interest_paid = self.get_total_interest_paid(years_hold, extra_payments=0) -# -# #This included other_expenses -> deposit is total of other_expenses -# total_paid = principal_paid + self.deposit -# sold_gain = sold_price - (self.principal - principal_paid) -# #rent is weekly -# rental_yield = rent_rentvest*52*years_hold -# rental_yield_after_expenses = (rent_rentvest-extra_cost)*52*years_hold -# -# money_left_after_mortgage = rental_yield_after_expenses - monthly*12*years_hold -# if(money_left_after_mortgage<0): -# after_tax = 0.7*money_left_after_mortgage -# else: -# after_tax = money_left_after_mortgage -# -# personal_rent = rent_personal*52*years_hold -# -# owning_cost = total_paid + interest_paid - rental_yield_after_expenses -# money_left = sold_gain - owning_cost -# -# -# -# # what is the current value of this considering inflation -# out_str = f"""Property price: AUD {self.property_price} \n -# Loan after deposit and costs: AUD {self.principal} \n -# LVR: {self.principal/self.property_price} \n -# Minimum monthly repayments: AUD {monthly} \n -# Held the property for: {years_hold} years \n -# Property price in {years_hold} years with {growth_rate} percent compounding will be: AUD {sold_price} \n -# Total interest paid: AUD {interest_paid} \n -# Principal paid: AUD {principal_paid} \n -# Total rent received after expenses: AUD {rental_yield_after_expenses} \n -# Holding cost (deposit + interest paid - rent recevied): AUD {owning_cost} \n -# Personal rent paid: AUD {personal_rent} \n -# Money left after mortgage paid and rent received: AUD {money_left_after_mortgage} \n -# Profit from selling after settling with bank: AUD {sold_gain} \n -# Profit after accounting holding cost: AUD {money_left} \n -# Money left after selling and accouting for mortagage paid and personal rent: AUD {money_left-personal_rent} -# """ -# return out_str.split("\n") -# -# From f1d441400d9886d5b1f855a773b1c4c71a0e7090 Mon Sep 17 00:00:00 2001 From: Deepak Date: Fri, 24 Feb 2023 22:37:49 +1100 Subject: [PATCH 6/7] update calculations to save cash in offset --- .pre-commit-config.yaml | 19 +++- payments.py | 202 ++++++++++++++++++++++++++++++++++------ 2 files changed, 192 insertions(+), 29 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 22919a0..0fac4e0 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -3,13 +3,26 @@ repos: rev: 22.12.0 hooks: - id: black + # avoid manual add of files once black modifies them + # pre-commit will fail if black has modified the file + # this command will re-add all staged files once black has formatted them + #- entry: bash -c 'black "$@"; echo $(git diff --name-only --staged) | xargs git add' -- -- repo: https://github.com/pycqa/isort + + +- repo: https://github.com/PyCQA/isort rev: 5.12.0 hooks: - id: isort - +# - language_version: python3.10 +# - verbose: true +# # avoid manual add of files once isort modifies them +# # pre-commit will fail if isort has modified the file +# # this command will re-add all staged files once isort has formatted them +# - entry: bash -c 'isort "$@"; echo $(git diff --name-only --staged) | xargs git add' -- +# - repo: https://github.com/PyCQA/autoflake rev: v2.0.1 hooks: - - id: autoflake \ No newline at end of file + - id: autoflake +# \ No newline at end of file diff --git a/payments.py b/payments.py index ca1c35b..ec7bcd0 100644 --- a/payments.py +++ b/payments.py @@ -6,6 +6,7 @@ # TODO: Add some tests # TODO: Add functionality to borrow money from properties # TODO: if borrowed money from offset account, take care of interest payments +# TODO: Any cash should be placed in offset account class StrategyEnum(str): @@ -202,6 +203,7 @@ def get_property_position( self.get_monthly_mortgage_payment(), 0, self.running_cost, + 0, self.loan, months, ) @@ -212,10 +214,12 @@ def get_property_position( self.get_monthly_interest_only_payment(), self.rent, self.running_cost, + offset, loan_left, months, ) - return loan_left, offset + offset_1, oop + oop_1 + # offset adds on the previous offset + return loan_left, offset_1, oop + oop_1 else: return self.get_property_position_calc( @@ -223,6 +227,7 @@ def get_property_position( self.get_monthly_mortgage_payment(), self.rent, self.running_cost, + 0, self.loan, months, ) @@ -234,6 +239,7 @@ def get_property_position_calc( min_repayment: float, rent: float, running_cost: float, + offset: float, loan: float, months: float = 0, ) -> Tuple[float, float, float]: @@ -243,7 +249,7 @@ def get_property_position_calc( """ out_of_pocket = 0 - offset = 0 + loan_left = loan # min_repayment = self.get_monthly_mortgage_payment() periods = years * 12 + months @@ -300,6 +306,16 @@ def total_equity_at_year(self, years: int, factor: float = 1.0) -> float: equity = factor * property_value + principal_paid - self.loan return equity + def get_offset_balance(self, years: int) -> float: + """Offset balance after years""" + _, offset, _ = self.get_property_position(years) + return offset + + def get_oop_expenses(self, years: int) -> float: + """Out of pocket expenses after years""" + _, _, oop = self.get_property_position(years) + return oop + def get_net_cash_flow(self, years: int) -> float: """Net cash flow for this property if held for years, negative means cash out, positive means cash in""" _, offset, oop = self.get_property_position(years) @@ -378,7 +394,8 @@ def __init__( self.sanity_check() - def sanity_check(self): + def sanity_check(self) -> None: + """Sanity checks for portfolio""" # assert self.deposits <= self.cash, "Not enough cash to buy this portfolio of properties" assert len(self.buy_year) == len( self.properties @@ -400,24 +417,113 @@ def sanity_check(self): <= 1 ), "Only one convert_to_rent property allowed" - def validate_portfolio(self): - """Check if portfolio is valid""" - # Check if enough cash to run properties - # Check if enough cash to live - # TODO -> account for rent - max_year = max(self.buy_year) + 1 - cash_flow = self.get_cash_flow(max_year) - income = Property.do_compounding( - self.monthly_income * 12, max_year, self.income_growth_rate - ) - expenses = Property.do_compounding( - self.monthly_living_expenses * 12, max_year, self.expenses_growth_rate - ) - net_cash = income - expenses - cash_flow - if net_cash < 0: - print("Property portfolio unsustaninable") - print(f"Savings to property cash_flow: {(income-expenses)/cash_flow*100:.2f}%") - return + @lru_cache(maxsize=128) + def get_property_position( + self, years: int, months: float = 0 + ) -> Tuple[float, float, float]: + """Get loan left, offset and any out of pocket expenses after holding property for years + Out of pocker expenses include mortgage payments, running cost and any extra payments + + Args: + years (int): Number of years property is held + months (int, optional): [description]. Defaults to 0. + + Returns: + Tuple(float, float, float): Loan left, offset and out of pocket expenses + """ + # How much cash do we have at t=0? It's total savings minus any deposit paid + cash = self.cash + + n_properties = len(self.properties) + + loan_left_properties = np.zeros((years + 1, n_properties)) + oop_properties = np.zeros((years + 1, n_properties)) + + total_cash = np.zeros((years + 1, 1)) + + for i, property in enumerate(self.properties): + if self.buy_year[i] > years: + continue + loan_left_properties[self.buy_year[i], i] = property.loan + + total_cash[0] = cash - self.get_cash_deposit_paid_at_year(0) + + for i in range(1, years + 1): + + oop_all = 0 + offset_property = 0 + # At the start of the year we buy property + # cash = cash - self.get_cash_deposit_paid_at_year(i) + # This is the cash left after buying + # total_cash[i] = cash + + n_properties_active = len( + [prop for k, prop in enumerate(self.properties) if i > self.buy_year[k]] + ) + + for j, property in enumerate(self.properties): + + if i <= self.buy_year[j]: + continue + + if property.strategy == "convert_to_rent": + if i < self.buy_year[j] + property.owner_occupied_years: + loan_left, offset, oop = property.get_property_position_calc( + 1, + property.get_monthly_mortgage_payment(), + 0, # can't have rent during owner occupied periods + property.running_cost, + total_cash[i - 1, 0] * (1 / n_properties_active), + loan_left_properties[i - 1, j], + months, + ) + else: + loan_left, offset, oop = property.get_property_position_calc( + 1, + property.get_monthly_interest_only_payment(), + property.rent, + property.running_cost, + total_cash[i - 1, 0] * (1 / n_properties_active), + loan_left_properties[i - 1, j], + months, + ) + else: + loan_left, offset, oop = property.get_property_position_calc( + 1, + property.get_monthly_mortgage_payment(), + property.rent, + property.running_cost, + total_cash[i - 1, 0] * (1 / n_properties_active), + loan_left_properties[i - 1, j], + months, + ) + + # Loan left for the next year + loan_left_properties[i, j] = loan_left + # How much oop expenses at the end of the year + oop_properties[i, j] = oop + + offset_property = offset_property + offset + oop_all += oop + # At the end of this year how much cash do we have available? + # offset is what we earned from property, if we didn't earn anything offset will be same as input + cash = cash + (offset_property - cash) + cash = ( + cash + + self.monthly_savings * 12 + - self.get_cash_deposit_paid_at_year(i) + - self.get_personal_rent_expenditure_at_year(i) + - oop_all + ) + total_cash[i] = cash + return loan_left_properties, oop_properties, total_cash + + def get_portfolio_position(self, years): + loan_left, oop, cash = self.get_property_position(years) + property_val = self.get_property_val(years) + loan_left = np.sum(loan_left[:, :], axis=1) + equity = property_val - loan_left[-1] + return property_val, cash[-1], equity, 0 def get_cash_flow(self, years): """Cash flow for the portfolio""" @@ -431,6 +537,17 @@ def get_cash_flow(self, years): ] return sum(property_cash_flow) + def get_cash_flow_excluding_offset(self, years: int) -> float: + """Cash flow for the portfolio excluding offset account""" + # What is the cash flow for each property + property_cash_flow = [ + prop.get_oop_expenses(years - self.buy_year[i]) + if self.buy_year[i] < years + else 0 + for i, prop in enumerate(self.properties) + ] + return sum(property_cash_flow) + def get_equity_at_year(self, years, factor=1.0): """Equity in the portfolio""" # What is the equity for each property @@ -465,7 +582,7 @@ def get_property_val(self, years): """Total property value""" property_vals = [ prop.get_property_val(years - self.buy_year[i]) - if self.buy_year[i] < years + if self.buy_year[i] <= years else 0 for i, prop in enumerate(self.properties) ] @@ -511,12 +628,21 @@ def get_personal_rent_expenditure(self, years): years_all = np.arange(1, years + 1) for buy, occupied in zip(buy_years, owner_occupied_years): years_all = years_all[(years_all <= buy) & (years_all > buy + occupied)] - print(years_all) return self.monthly_living_rent * 12 * len(years_all) else: return self.monthly_living_rent * 12 * years - def get_cash_deposit_paid_at_year(self, year): + def get_personal_rent_expenditure_at_year(self, years): + """How much is spent on rent?""" + # One portfolio can only have one ppor property + if years <= 0: + return 0 + + return self.get_personal_rent_expenditure( + years + ) - self.get_personal_rent_expenditure(years - 1) + + def get_total_cash_deposit_paid(self, year): """All properties are bought by using cash and savings""" return sum( @@ -528,6 +654,18 @@ def get_cash_deposit_paid_at_year(self, year): ] ) + def get_cash_deposit_paid_at_year(self, year): + """All properties are bought by using cash and savings""" + + return sum( + [ + prop.deposit * (1 - self.equity_use_fraction[i]) + if self.buy_year[i] == year + else 0 + for i, prop in enumerate(self.properties) + ] + ) + def get_equity_deposit_paid_at_year(self, year): """All properties are bought by using cash and savings""" equity_needed = sum( @@ -550,12 +688,23 @@ def get_total_cash(self, years): cash = ( self.cash + self.monthly_savings * 12 * years - - self.get_cash_deposit_paid_at_year(years) + - self.get_total_cash_deposit_paid(years) - self.get_personal_rent_expenditure(years) + self.get_cash_flow(years) ) return cash + def get_total_cash_excluding_offset(self, years: int) -> float: + """Total cash in the portfolio excluding offset account""" + cash = ( + self.cash + + self.monthly_savings * 12 * years + - self.get_total_cash_deposit_paid(years) + - self.get_personal_rent_expenditure(years) + - self.get_cash_flow_excluding_offset(years) + ) + return cash + def get_position_at_year(self, years): """Portfolio position at year""" # Total property value @@ -576,7 +725,8 @@ def get_position_time_series(self, year_end): net_position = [] for i in range(0, year_end): - out = self.get_position_at_year(i) + # out = self.get_position_at_year(i) + out = self.get_portfolio_position(i) property_vals.append(out[0]) cash.append(out[1]) equity.append(out[2]) From ac066484d8b6d05ec3e1d3990ba13d8092418ca1 Mon Sep 17 00:00:00 2001 From: Deepak Date: Thu, 2 Mar 2023 18:20:24 +1100 Subject: [PATCH 7/7] Add support for other cities --- house_prices.py | 73 +++++++++++++++++++++- payments.py | 158 ++++++++++++++++-------------------------------- viz_app.py | 5 +- 3 files changed, 123 insertions(+), 113 deletions(-) diff --git a/house_prices.py b/house_prices.py index f7f5fcb..c645bc0 100644 --- a/house_prices.py +++ b/house_prices.py @@ -2,7 +2,6 @@ import pickle as pkl import sqlite3 import sys -import time import requests from bs4 import BeautifulSoup @@ -12,7 +11,9 @@ URL_ADD = "https://api.domain.com.au/v1/addressLocators?searchLevel=Suburb&suburb={}&state=NSW&postcode={}" URL_PERF = "https://api.domain.com.au/v2/suburbPerformanceStatistics/{}/{}/{}?propertyCategory={}&bedrooms={}&periodSize={}&startingPeriodRelativeToCurrent={}&totalPeriods={}" URL_DEM = "https://api.domain.com.au/v2/demographics/{}/{}/{}?types=AgeGroupOfPopulation%2CCountryOfBirth%2CNatureOfOccupancy%2COccupation%2CGeographicalPopulation%2CGeographicalPopulation%2CEducationAttendance%2CHousingLoanRepayment%2CMaritalStatus%2CReligion%2CTransportToWork%2CFamilyComposition%2CHouseholdIncome%2CRent%2CLabourForceStatus&year={}" -state_map = {"Sydney": "NSW", "Melbourne": "VIC"} +state_map = {"Sydney": "NSW", "Melbourne": "VIC", "Perth": "WA", "Brisbane": "QLD"} + +# TODO -> Convert to ORM models def get_suburbs(city): @@ -60,6 +61,72 @@ def get_suburbs(city): print("No postcode data for {}".format(sub)) continue return MelSubs + elif city == "Perth": + URL = "https://www.homely.com.au/find-suburb-by-region/perth-greater-western-australia" + HTML = requests.get(URL) + if not HTML.status_code == 200: + sys.exit(URL + " is not available\n", "RESPONSE " + HTML.status_code) + soup = BeautifulSoup(HTML.text, "html.parser") + # allList = soup.find("div", "col-group") + links = soup.find_all("a") + Psubs = [] + for link in links: + Psubs.append(link.get_text()) + URL = "http://www.justweb.com.au/post-code/perth-postalcodes.html" + HTML = requests.get(URL) + if not HTML.status_code == 200: + sys.exit(URL + " is not available\n", "RESPONSE " + HTML.status_code) + soup = BeautifulSoup(HTML.text, "html.parser") + allList = soup.find_all("select") + subDict = {} + for entry in allList[1].find_all("option"): + txt = entry.get_text() + code = txt[-4:] + sub = txt[:-4].strip() + subDict[sub] = code + PerthSubs = [] + for sub in Psubs: + try: + PerthSubs.append((sub, subDict[sub])) + except: + print("No postcode data for {}".format(sub)) + continue + + return PerthSubs + + elif city == "Brisbane": + URL = "https://www.homely.com.au/find-suburb-by-region/brisbane-queensland" + HTML = requests.get(URL) + if not HTML.status_code == 200: + sys.exit(URL + " is not available\n", "RESPONSE " + HTML.status_code) + soup = BeautifulSoup(HTML.text, "html.parser") + # allList = soup.find("div", "col-group") + links = soup.find_all("a") + Bsubs = [] + for link in links: + Bsubs.append(link.get_text()) + URL = "http://www.justweb.com.au/post-code/brisbane-postalcodes.html" + HTML = requests.get(URL) + if not HTML.status_code == 200: + sys.exit(URL + " is not available\n", "RESPONSE " + HTML.status_code) + soup = BeautifulSoup(HTML.text, "html.parser") + allList = soup.find_all("select") + subDict = {} + for entry in allList[1].find_all("option"): + txt = entry.get_text() + code = txt[-4:] + sub = txt[:-4].strip() + subDict[sub] = code + BrisSubs = [] + for sub in Bsubs: + try: + BrisSubs.append((sub, subDict[sub])) + except: + print("No postcode data for {}".format(sub)) + continue + + return BrisSubs + else: sys.exit("No implementation for {}".format(city)) @@ -130,7 +197,7 @@ def create_table_performance(name): sql.execute(query) -def create_table_demographic(name): +def create_table_demographic(names): query = """DROP TABLE IF EXISTS {};""".format(name) sql.execute(query) query = """CREATE TABLE {} ( diff --git a/payments.py b/payments.py index ec7bcd0..f84033f 100644 --- a/payments.py +++ b/payments.py @@ -175,7 +175,7 @@ def sanity_check(self): min_repayment = self.get_monthly_mortgage_payment() if self.strategy == "rentvest": - if self.rent + self.running_cost - min_repayment < 0: + if self.rent - self.running_cost - min_repayment < 0: print( "Running cost higher than rental income earned, property negatively geared" ) @@ -518,66 +518,55 @@ def get_property_position( total_cash[i] = cash return loan_left_properties, oop_properties, total_cash - def get_portfolio_position(self, years): + def get_portfolio_position(self, years: int) -> Tuple[float, float, float, float]: + """Get property value, cash, equity and oop expenses after holding property for years + + Args: + years (int): _description_ + + Returns: + Tuple[float, float, float, float]: _description_ + """ """""" loan_left, oop, cash = self.get_property_position(years) - property_val = self.get_property_val(years) + property_val = np.array([self.get_property_val(i) for i in range(years + 1)]) loan_left = np.sum(loan_left[:, :], axis=1) - equity = property_val - loan_left[-1] - return property_val, cash[-1], equity, 0 + equity = property_val - loan_left + usable_equity = property_val * 0.8 - loan_left + equity_needed = np.cumsum( + [self.get_equity_deposit_paid_at_year(i) for i in range(years + 1)] + ) + + equity_sufficient = usable_equity - equity_needed + + # If we actually need equity at that point and usable equity is not enough + if np.any(equity_sufficient < 0): + idx = np.argwhere(equity_sufficient < 0)[0][0] + if equity_needed[idx] > 0: + print("Not enough usable equity to buy property") + + equity = equity - equity_needed + + return np.array(property_val), cash, equity, np.cumsum(oop), loan_left def get_cash_flow(self, years): """Cash flow for the portfolio""" - # What is the cash flow for each property - property_cash_flow = [ - prop.get_net_cash_flow(years - self.buy_year[i]) - if self.buy_year[i] < years - else 0 - for i, prop in enumerate(self.properties) - ] - return sum(property_cash_flow) - - def get_cash_flow_excluding_offset(self, years: int) -> float: - """Cash flow for the portfolio excluding offset account""" - # What is the cash flow for each property - property_cash_flow = [ - prop.get_oop_expenses(years - self.buy_year[i]) - if self.buy_year[i] < years - else 0 - for i, prop in enumerate(self.properties) - ] - return sum(property_cash_flow) + cash_flow = self.get_portfolio_position(years)[1] + return cash_flow - def get_equity_at_year(self, years, factor=1.0): + def get_equity(self, years): """Equity in the portfolio""" - # What is the equity for each property - property_equity = [ - prop.total_equity_at_year(years - self.buy_year[i], factor=factor) - if self.buy_year[i] <= years - else 0 - for i, prop in enumerate(self.properties) - ] - return sum(property_equity) - self.get_equity_deposit_paid_at_year(years) + _, _, equity, _, _ = self.get_portfolio_position(years) + return equity def get_deposit_needed_at_year(self, years): - # How much deposit is needed to buy properties? + """How much deposit is needed to buy properties?""" deposit = 0 for i, year in enumerate(self.buy_year): if year <= years: deposit = deposit + self.properties[i].deposit return deposit - def get_net_position_at_year(self, years): - """Net position in the portfolio""" - # What is the net position for each property - property_net_position = [ - prop.net_position_at_year(years - self.buy_year[i]) - if self.buy_year[i] < years - else 0 - for i, prop in enumerate(self.properties) - ] - return sum(property_net_position) - def get_property_val(self, years): """Total property value""" property_vals = [ @@ -588,18 +577,6 @@ def get_property_val(self, years): ] return sum(property_vals) - def get_usable_equity(self, years): - """Equity which can be used to take loans""" - # Usable equity is 80% property value - loan_left - # Only consider positive equity - usable_equity = [ - max(prop.total_equity_at_year(years - self.buy_year[i], factor=0.8), 0) - if self.buy_year[i] < years - else 0 - for i, prop in enumerate(self.properties) - ] - return sum(usable_equity) - def add_property(self): pass @@ -666,70 +643,37 @@ def get_cash_deposit_paid_at_year(self, year): ] ) + def get_equity_deposit_paid(self, years): + """All properties are bought by using cash and savings""" + equity_needed = sum( + [ + prop.deposit * self.equity_use_fraction[i] + if self.buy_year[i] <= years + else 0 + for i, prop in enumerate(self.properties) + ] + ) + return equity_needed + def get_equity_deposit_paid_at_year(self, year): """All properties are bought by using cash and savings""" equity_needed = sum( [ prop.deposit * self.equity_use_fraction[i] - if self.buy_year[i] <= year + if self.buy_year[i] == year else 0 for i, prop in enumerate(self.properties) ] ) - usable_equity = self.get_usable_equity(year) - if equity_needed > usable_equity: - print( - f"Not enough equity at year {year} to buy property, usable equity: {usable_equity:.2f}, equity needed: {equity_needed:.2f}" - ) return equity_needed def get_total_cash(self, years): """Total cash in the portfolio""" - cash = ( - self.cash - + self.monthly_savings * 12 * years - - self.get_total_cash_deposit_paid(years) - - self.get_personal_rent_expenditure(years) - + self.get_cash_flow(years) - ) - return cash - - def get_total_cash_excluding_offset(self, years: int) -> float: - """Total cash in the portfolio excluding offset account""" - cash = ( - self.cash - + self.monthly_savings * 12 * years - - self.get_total_cash_deposit_paid(years) - - self.get_personal_rent_expenditure(years) - - self.get_cash_flow_excluding_offset(years) - ) + cash = self.get_portfolio_position(years)[1] return cash - def get_position_at_year(self, years): + def get_portfolio_stats(self, years): """Portfolio position at year""" # Total property value - property_vals = self.get_property_val(years) - # What is savings + left over money after buying property - # Account for running costs - cash = self.get_total_cash(years) - # Any out of pocket expenses in holding the property including monthly payments - equity = self.get_equity_at_year(years) - net_position = self.get_net_position_at_year(years) - return property_vals, cash, equity, net_position - - def get_position_time_series(self, year_end): - """Get a time series of portfolio position""" - property_vals = [] - cash = [] - equity = [] - net_position = [] - - for i in range(0, year_end): - # out = self.get_position_at_year(i) - out = self.get_portfolio_position(i) - property_vals.append(out[0]) - cash.append(out[1]) - equity.append(out[2]) - net_position.append(out[3]) - - return property_vals, cash, equity, net_position + _, cash, equity, _, _ = self.get_portfolio_position(years) + return cash, equity diff --git a/viz_app.py b/viz_app.py index acfbcc1..9c66302 100644 --- a/viz_app.py +++ b/viz_app.py @@ -1,4 +1,3 @@ -import json import sqlite3 import sys @@ -66,7 +65,7 @@ dcc.Dropdown( id="filt2", options=[{"label": i, "value": i} for i in types], - value="Unit", + value="House", ) ], style={"display": "inline-block", "width": "33%"}, @@ -76,7 +75,7 @@ dcc.Dropdown( id="filt3", options=[{"label": i, "value": i} for i in beds], - value=[2], + value=[3], multi=True, ) ],

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