class Holding::ReverseCalculator attr_reader :account, :portfolio_snapshot def initialize(account, portfolio_snapshot:) @account = account @portfolio_snapshot = portfolio_snapshot end def calculate Rails.logger.tagged("Holding::ReverseCalculator") do precompute_cost_basis holdings = calculate_holdings Holding.gapfill(holdings) end end private # Reverse calculators will use the existing holdings as a source of security ids and prices # since it is common for a provider to supply "current day" holdings but not all the historical # trades that make up those holdings. def portfolio_cache @portfolio_cache ||= Holding::PortfolioCache.new(account, use_holdings: true) end def calculate_holdings # Start with the portfolio snapshot passed in from the materializer current_portfolio = portfolio_snapshot.to_h previous_portfolio = {} holdings = [] Date.current.downto(account.start_date).each do |date| today_trades = portfolio_cache.get_trades(date: date) previous_portfolio = transform_portfolio(current_portfolio, today_trades, direction: :reverse) # If current day, always use holding prices (since that's what Plaid gives us). For historical values, use market data (since Plaid doesn't supply historical prices) holdings += build_holdings(current_portfolio, date, price_source: date == Date.current ? "holding" : nil) current_portfolio = previous_portfolio end holdings end def transform_portfolio(previous_portfolio, trade_entries, direction: :forward) new_quantities = previous_portfolio.dup trade_entries.each do |trade_entry| trade = trade_entry.entryable security_id = trade.security_id qty_change = trade.qty qty_change = qty_change * -1 if direction == :reverse new_quantities[security_id] = (new_quantities[security_id] || 0) + qty_change end new_quantities end def build_holdings(portfolio, date, price_source: nil) portfolio.map do |security_id, qty| price = portfolio_cache.get_price(security_id, date, source: price_source) if price.nil? next end Holding.new( account_id: account.id, security_id: security_id, date: date, qty: qty, price: price.price, currency: price.currency, amount: qty * price.price, cost_basis: cost_basis_for(security_id, date) ) end.compact end # Pre-compute cost basis for all securities at all dates using forward pass through trades # Stores: { security_id => { date => cost_basis } } def precompute_cost_basis @cost_basis_by_date = Hash.new { |h, k| h[k] = {} } tracker = Hash.new { |h, k| h[k] = { total_cost: BigDecimal("0"), total_qty: BigDecimal("0") } } trades = portfolio_cache.get_trades.sort_by(&:date) trade_index = 0 account.start_date.upto(Date.current).each do |date| # Process all trades up to and including this date while trade_index < trades.size && trades[trade_index].date <= date trade_entry = trades[trade_index] trade = trade_entry.entryable if trade.qty > 0 # Only track buys security_id = trade.security_id trade_price = Money.new(trade.price, trade.currency) converted_price = trade_price.exchange_to(account.currency, fallback_rate: 1).amount tracker[security_id][:total_cost] += converted_price * trade.qty tracker[security_id][:total_qty] += trade.qty end trade_index += 1 end # Store current cost basis snapshot for each security at this date tracker.each do |security_id, data| next if data[:total_qty].zero? @cost_basis_by_date[security_id][date] = data[:total_cost] / data[:total_qty] end end end def cost_basis_for(security_id, date) @cost_basis_by_date.dig(security_id, date) end end