ana-ledger/ledger/predict.go

121 lines
3.0 KiB
Go

package ledger
import (
"fmt"
"io"
"maps"
"regexp"
"time"
)
func RegisterWithContributionPrediction(reg Register, window time.Duration) (Register, error) {
result := make(Register)
result.PushAll(reg)
for _, name := range result.Names() {
subregister, err := registerWithContributionPredictionForName(result, window, name)
if err != nil {
return nil, err
}
result.PushAll(subregister)
}
return result, nil
}
func registerWithContributionPredictionForName(reg Register, window time.Duration, name string) (Register, error) {
return nil, io.EOF
}
func registerWithContributionPredictionForNameForCurrency(reg Register, window time.Duration, name string, currency Currency) (Register, error) {
return nil, io.EOF
// find median contribution value+frequency in most recent half
// find median contribution value+frequency in most recent quarter
// find median contribution value+frequency in most recent eighth
// weighted averages of medians
// project
}
func BPIsWithFixedGrowthPrediction(bpis BPIs, window time.Duration, pattern string, apy float64) (BPIs, error) {
last := map[Currency]struct {
t string
v float64
}{}
for currency, bpi := range bpis {
for date, value := range bpi {
if date > last[currency].t {
was := last[currency]
was.t = date
was.v = value
last[currency] = was
}
}
}
result := make(BPIs)
p := regexp.MustCompile(pattern)
for currency, v := range bpis {
result[currency] = maps.Clone(v)
if p.MatchString(string(currency)) {
for _, predictionTime := range predictionTimes(window) {
k2 := predictionTime.Format("2006-01")
was := last[currency]
was.v *= 1.0 + apy
result[currency][k2] = was.v
last[currency] = was
}
}
}
return result, nil
}
func RegisterWithCompoundingInterestPrediction(reg Register, window time.Duration, pattern string, apy float64) (Register, error) {
lastBalances := make(Balances)
p := regexp.MustCompile(pattern)
for _, date := range reg.Dates() {
for name := range reg[date] {
if p.MatchString(name) {
lastBalances[name] = reg[date][name]
}
}
}
result := maps.Clone(reg)
for _, predictionTime := range predictionTimes(window) {
k := predictionTime.Format("2006-01")
if _, ok := result[k]; !ok {
result[k] = make(Balances)
}
for name, balance := range lastBalances {
balance2 := maps.Clone(balance)
for k := range balance2 {
balance2[k] *= 1.0 + (apy / 12)
}
result[k][name] = balance2
lastBalances[name] = balance2
}
}
return result, nil
}
func predictionTimes(window time.Duration) []time.Time {
result := []time.Time{}
last := time.Now()
for last.Before(time.Now().Add(window)) {
last = last.Add(-1 * time.Hour * 24 * time.Duration(last.Day())).Add(time.Hour * 24 * 33)
result = append(result, last)
}
return result
}
func dateToTime(s string) (time.Time, error) {
for _, layout := range []string{
"2006-01-02",
"2006-01",
} {
if t, err := time.ParseInLocation(layout, s, time.Local); err == nil {
return t, err
}
}
return time.Time{}, fmt.Errorf("no layout matching %q", s)
}