package ana import ( "maps" "math" "regexp" "time" "gogs.inhome.blapointe.com/ana-ledger/ledger" ) type Predictor func(ledger.Balances, time.Duration) ledger.Balances func NewInterestPredictor(namePattern string, currencyPattern string, apy float64) Predictor { nameMatcher := regexp.MustCompile(namePattern) currencyMatcher := regexp.MustCompile(currencyPattern) return func(given ledger.Balances, delta time.Duration) ledger.Balances { result := maps.Clone(given) for k, v := range result { result[k] = maps.Clone(v) } monthsPassed := float64(delta) / float64(time.Hour*24.0*365.0/12.0) scalar := math.Pow(1.0+apy/12.0, monthsPassed) for name := range result { if !nameMatcher.MatchString(name) { continue } for currency := range result[name] { if !currencyMatcher.MatchString(string(currency)) { continue } result[name][currency] *= scalar } } return result } } func NewContributionPredictor(reg ledger.Register) Predictor { monthlyRate := getMonthlyContributionRates(reg) return newContributionPredictor(monthlyRate) } func newContributionPredictor(monthlyRate map[string]ledger.Balance) Predictor { return func(given ledger.Balances, delta time.Duration) ledger.Balances { month := time.Hour * 24 * 365 / 12 months := float64(delta) / float64(month) result := make(ledger.Balances) for k, v := range given { result[k] = maps.Clone(v) } for name := range monthlyRate { if _, ok := result[name]; !ok { result[name] = make(ledger.Balance) } for currency := range monthlyRate[name] { result[name][currency] += monthlyRate[name][currency] * months } } return result } } func getMonthlyContributionRates(reg ledger.Register) map[string]ledger.Balance { window := time.Hour * 24 * 365 / 2 contributions := getRecentContributions(reg, window) result := make(map[string]ledger.Balance) for name := range contributions { result[name] = getMonthlyContributionRate(contributions[name], window, name) } return result } // TODO better than average func getMonthlyContributionRate(contributions []ledger.Balance, window time.Duration, name string) ledger.Balance { sumPerCurrency := map[ledger.Currency]float64{} for _, balance := range contributions { for currency, v := range balance { sumPerCurrency[currency] += v } } result := make(ledger.Balance) for currency, summed := range sumPerCurrency { result[currency] = summed / (float64(window) / float64(time.Hour*24.0*365.0/12.0)) } return result } func getRecentContributions(reg ledger.Register, window time.Duration) map[string][]ledger.Balance { return getContributions(reg.Between(time.Now().Add(-1*window), time.Now())) } func getContributions(reg ledger.Register) map[string][]ledger.Balance { contributions := make(map[string][]ledger.Balance) for _, name := range reg.Names() { contributions[name] = getContributionsFor(reg, name) } return contributions } func getContributionsFor(reg ledger.Register, name string) []ledger.Balance { result := make([]ledger.Balance, 0) var last ledger.Balance for _, date := range reg.Dates() { if _, ok := reg[date][name]; !ok { continue } if last == nil { last = reg[date][name] continue } result = append(result, make(ledger.Balance)) this := result[len(result)-1] for k, v := range last { this[k] = -1 * v } for k, v := range reg[date][name] { this[k] += v } last = reg[date][name] } return result }