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series.go
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package sparse
import (
"fmt"
"slices"
"sort"
"strings"
"github.com/pkg/errors"
)
func NewSeries[Data any, Index any](
storageFactory SeriesDataFactory[Data, Index],
getIdx func(data *Data) Index,
cmp func(idx1, idx2 Index) int,
areContinuous func(smaller, bigger Index) bool,
) *Series[Data, Index] {
if cmp == nil {
cmp = CreateComparatorAny[Index]()
}
if areContinuous == nil {
areContinuous = func(smaller, bigger Index) bool { return false }
}
return &Series[Data, Index]{
dataFactory: storageFactory,
getIdx: getIdx,
idxCmp: cmp,
areContinuous: areContinuous,
}
}
type Series[Data any, Index any] struct {
dataFactory SeriesDataFactory[Data, Index]
getIdx func(data *Data) Index
idxCmp func(idx1, idx2 Index) int
areContinuous func(smaller, bigger Index) bool
segments []*SeriesSegment[Data, Index]
}
func (s *Series[Data, Index]) Segments() []*SeriesSegment[Data, Index] {
return s.segments
}
// For debugging purposes
func (s *Series[Data, Index]) SegmentsString() string {
var res strings.Builder
for _, segment := range s.segments {
if res.Len() > 0 {
res.WriteString("| ")
}
data, err := segment.Data.Get(segment.PeriodStart, segment.PeriodEnd)
if err != nil {
panic(fmt.Errorf("could not get data: %v", err))
}
for _, elem := range data {
res.WriteString(fmt.Sprintf("%v ", s.getIdx(&elem)))
}
}
return res.String()
}
func (s *Series[Data, Index]) GetAllSegments() []*SeriesSegment[Data, Index] {
if len(s.segments) == 0 {
return nil
}
return s.segments
}
func (s *Series[Data, Index]) GetSegment(t Index) *SeriesSegment[Data, Index] {
segmentIdx, contains := s.findSegmentWhichStartsBeforeOrAt(t, false)
if segmentIdx == -1 && !contains {
return nil
}
return s.segments[segmentIdx]
}
func (s *Series[Data, Index]) Get(periodStart, periodEnd Index) ([]Data, error) {
if len(s.segments) == 0 {
return nil, errors.WithStack(&MissingPeriodError[Index]{PeriodStart: periodStart, PeriodEnd: periodEnd})
}
if s.idxCmp(periodStart, periodEnd) > 0 {
return nil, errors.Errorf("requested period start is greater than period end: %v > %v", periodStart, periodEnd)
}
intersectLastSegmentIdx, lastContains := s.findSegmentWhichStartsBeforeOrAt(periodEnd, false)
if intersectLastSegmentIdx == -1 {
return nil, errors.WithStack(&MissingPeriodError[Index]{PeriodStart: periodStart, PeriodEnd: periodEnd})
}
intersectFirstSegmentIdx, firstContains := s.findSegmentWhichStartsBeforeOrAt(periodStart, false)
if intersectFirstSegmentIdx == -1 {
currentBeginning := s.segments[0].PeriodStart
return nil, errors.WithStack(&MissingPeriodError[Index]{PeriodStart: periodStart, PeriodEnd: currentBeginning})
}
intersectFirstSegment := s.segments[intersectFirstSegmentIdx]
intersectLastSegment := s.segments[intersectLastSegmentIdx]
if intersectFirstSegmentIdx != intersectLastSegmentIdx || !firstContains || !lastContains {
if firstContains {
periodStart = intersectFirstSegment.PeriodEnd
}
if lastContains {
periodEnd = intersectLastSegment.PeriodStart
}
return nil, errors.WithStack(&MissingPeriodError[Index]{PeriodStart: periodStart, PeriodEnd: periodEnd})
}
segment := intersectFirstSegment
data, err := segment.Data.Get(periodStart, periodEnd)
if err != nil {
return nil, err
}
if len(data) == 0 {
return nil, nil
}
firstIdx := s.getIdx(&data[0])
if s.idxCmp(firstIdx, periodStart) < 0 {
return nil, errors.Errorf("storage error: data is not sorted: firstIdx > periodStart: %v > %v", firstIdx, periodStart)
}
lastIdx := s.getIdx(&data[len(data)-1])
if s.idxCmp(lastIdx, periodEnd) > 0 {
return nil, errors.Errorf("storage error: data is not sorted: lastIdx < periodEnd: %v < %v", lastIdx, periodEnd)
}
return data, nil
}
func (s *Series[Data, Index]) GetPeriod(periodStart, periodEnd Index) *SeriesSegment[Data, Index] {
if len(s.segments) == 0 {
return nil
}
firstSegmentIdx, contains := s.findSegmentWhichStartsBeforeOrAt(periodStart, false)
if firstSegmentIdx == -1 || !contains {
return nil
}
if s.idxCmp(periodStart, periodEnd) == 0 {
return s.segments[firstSegmentIdx]
}
lastSegmentIdx, contains := s.findSegmentWhichStartsBeforeOrAt(periodEnd, false)
if lastSegmentIdx == -1 || !contains {
return nil
}
if firstSegmentIdx != lastSegmentIdx {
return nil
}
return s.segments[firstSegmentIdx]
}
func (s *Series[Data, Index]) GetPeriodClosestFromStart(t Index, nonEmpty bool) *SeriesSegment[Data, Index] {
if len(s.segments) == 0 {
return nil
}
segmentIdx, _ := s.findSegmentWhichStartsBeforeOrAt(t, false)
if segmentIdx == -1 {
return nil
}
if nonEmpty {
// TODO: this is ineffective... but I just hope there will be not much of empty segments
for segmentIdx >= 0 && s.segments[segmentIdx].Empty {
segmentIdx--
}
if segmentIdx == -1 {
return nil
}
}
return s.segments[segmentIdx]
}
func (s *Series[Data, Index]) GetPeriodClosestFromEnd(t Index, nonEmpty bool) *SeriesSegment[Data, Index] {
if len(s.segments) == 0 {
return nil
}
segmentIdx, contains := s.findSegmentWhichStartsBeforeOrAt(t, false)
if segmentIdx == -1 {
segmentIdx = 0
} else if !contains {
if segmentIdx == len(s.segments)-1 {
return nil
}
segmentIdx++
}
if nonEmpty {
// TODO: this is ineffective... but I just hope there will be not much of empty segments
for segmentIdx < len(s.segments) && s.segments[segmentIdx].Empty {
segmentIdx++
}
if segmentIdx == len(s.segments) {
return nil
}
}
return s.segments[segmentIdx]
}
func (s *Series[Data, Index]) AddData(data []Data) error {
if len(data) == 0 {
return nil
}
periodStart := s.getIdx(&data[0])
periodEnd := s.getIdx(&data[len(data)-1])
return s.AddPeriod(periodStart, periodEnd, data)
}
func (s *Series[Data, Index]) AddPeriod(periodStart, periodEnd Index, data []Data) error {
if len(s.segments) == 0 {
newSegment := NewSeriesSegment[Data, Index](s.dataFactory, s.getIdx, s.idxCmp, s.areContinuous)
if err := newSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
s.segments = append(s.segments, newSegment)
return nil
}
intersectFirstSegmentIdx, firstContains := s.findSegmentWhichStartsBeforeOrAt(periodStart, true)
intersectLastSegmentIdx, lastContains := s.findSegmentWhichStartsBeforeOrAt(periodEnd, true)
endsBeforeStart := intersectLastSegmentIdx == -1
if endsBeforeStart {
return s.insertBeforeStart(periodStart, periodEnd, data)
}
startsBeforeStart := intersectFirstSegmentIdx == -1
if startsBeforeStart {
return s.mergeWithStart(periodStart, periodEnd, data, intersectLastSegmentIdx)
}
lastSegmentIdx := len(s.segments) - 1
if intersectFirstSegmentIdx == lastSegmentIdx && !firstContains {
return s.insertAfterEnd(periodStart, periodEnd, data)
}
if intersectLastSegmentIdx == lastSegmentIdx && !lastContains {
return s.mergeWithEnd(periodStart, periodEnd, data, intersectFirstSegmentIdx)
}
return s.mergeWithinRange(periodStart, periodEnd, data, intersectFirstSegmentIdx, intersectLastSegmentIdx)
}
func (s *Series[Data, Index]) Restore(state *SeriesState[Data, Index]) error {
for _, segment := range state.Segments {
if s.idxCmp(segment.PeriodStart, segment.PeriodEnd) > 0 {
return errors.Errorf("storage error: segment period start is greater than period end: %v > %v", segment.PeriodStart, segment.PeriodEnd)
}
}
segments := make([]*SeriesSegment[Data, Index], 0, len(state.Segments))
for _, segment := range state.Segments {
e := NewSeriesSegment[Data, Index](s.dataFactory, s.getIdx, s.idxCmp, s.areContinuous)
e.Restore(segment)
segments = append(segments, e)
}
s.segments = segments
return nil
}
func (s *Series[Data, Index]) insertBeforeStart(periodStart, periodEnd Index, data []Data) error {
newSegment := NewSeriesSegment[Data, Index](s.dataFactory, s.getIdx, s.idxCmp, s.areContinuous)
if err := newSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
s.segments = slices.Insert(s.segments, 0, newSegment)
return nil
}
func (s *Series[Data, Index]) mergeWithStart(periodStart, periodEnd Index, data []Data, intersectLastSegmentIdx int) error {
var newFirstSegment *SeriesSegment[Data, Index]
intersectLastSegment := s.segments[intersectLastSegmentIdx]
if intersectLastSegment.CanBeMergedWith(periodEnd) {
if err := intersectLastSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
newFirstSegment = intersectLastSegment
} else {
newFirstSegment = NewSeriesSegment(s.dataFactory, s.getIdx, s.idxCmp, s.areContinuous)
if err := newFirstSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
}
s.segments = slices.Delete(s.segments, 0, intersectLastSegmentIdx)
s.segments[0] = newFirstSegment
return nil
}
func (s *Series[Data, Index]) insertAfterEnd(periodStart, periodEnd Index, data []Data) error {
newSegment := NewSeriesSegment[Data, Index](s.dataFactory, s.getIdx, s.idxCmp, s.areContinuous)
if err := newSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
s.segments = append(s.segments, newSegment)
return nil
}
func (s *Series[Data, Index]) mergeWithEnd(periodStart, periodEnd Index, data []Data, intersectFirstSegmentIdx int) error {
lastSegmentsToDelete := len(s.segments) - intersectFirstSegmentIdx - 1
intersectFirstSegment := s.segments[intersectFirstSegmentIdx]
if intersectFirstSegment.CanBeMergedWith(periodStart) {
if err := intersectFirstSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
} else {
lastSegmentsToDelete--
newSegment := NewSeriesSegment(s.dataFactory, s.getIdx, s.idxCmp, s.areContinuous)
if err := newSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
s.segments[intersectFirstSegmentIdx+1] = newSegment
}
s.segments = slices.Delete(s.segments, len(s.segments)-lastSegmentsToDelete, len(s.segments))
return nil
}
func (s *Series[Data, Index]) mergeWithinRange(periodStart, periodEnd Index, data []Data, intersectFirstSegmentIdx, intersectLastSegmentIdx int) error {
firstSegment := s.segments[intersectFirstSegmentIdx]
canBeMergedWithFirst := firstSegment.CanBeMergedWith(periodStart)
if intersectFirstSegmentIdx == intersectLastSegmentIdx && canBeMergedWithFirst {
return firstSegment.MergePeriod(periodStart, periodEnd, data)
}
lastSegment := s.segments[intersectLastSegmentIdx]
canBeMergedWithLast := lastSegment.CanBeMergedWith(periodEnd)
if canBeMergedWithFirst && canBeMergedWithLast {
firstSegmentData, err := firstSegment.Data.GetEndOpen(firstSegment.PeriodStart, periodStart)
if err != nil {
return err
}
data = append(firstSegmentData, data...)
periodStart = s.getSmallerIndex(firstSegment.PeriodStart, periodStart)
if err := lastSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
s.segments[intersectFirstSegmentIdx] = lastSegment
deleteFrom := intersectFirstSegmentIdx + 1
segmentsToDelete := intersectLastSegmentIdx - intersectFirstSegmentIdx
s.segments = slices.Delete(s.segments, deleteFrom, deleteFrom+segmentsToDelete)
return nil
}
//var resultingSegmentIdx int
//segmentsToDelete := intersectLastSegmentIdx - intersectFirstSegmentIdx
if canBeMergedWithFirst {
if err := firstSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
deleteFrom := intersectFirstSegmentIdx + 1
segmentsToDelete := intersectLastSegmentIdx - intersectFirstSegmentIdx
s.segments = slices.Delete(s.segments, deleteFrom, deleteFrom+segmentsToDelete)
return nil
}
if canBeMergedWithLast {
if err := lastSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
deleteFrom := intersectFirstSegmentIdx + 1
segmentsToDelete := intersectLastSegmentIdx - intersectFirstSegmentIdx - 1
s.segments = slices.Delete(s.segments, deleteFrom, deleteFrom+segmentsToDelete)
return nil
}
newSegment := NewSeriesSegment(s.dataFactory, s.getIdx, s.idxCmp, s.areContinuous)
if err := newSegment.MergePeriod(periodStart, periodEnd, data); err != nil {
return err
}
if intersectFirstSegmentIdx == intersectLastSegmentIdx {
s.segments = slices.Insert(s.segments, intersectFirstSegmentIdx+1, newSegment)
return nil
}
s.segments[intersectFirstSegmentIdx+1] = newSegment
segmentsToDelete := intersectLastSegmentIdx - intersectFirstSegmentIdx - 1
s.segments = slices.Delete(s.segments, intersectFirstSegmentIdx+2, intersectFirstSegmentIdx+2+segmentsToDelete)
return nil
}
func (s *Series[Data, Index]) findSegmentWhichStartsBeforeOrAt(t Index, includeContinuous bool) (_ int, contains bool) { // PeriodStart >= t
segmentWhichStartsLaterOrAt := sort.Search(len(s.segments), func(i int) bool {
return s.idxCmp(s.segments[i].PeriodStart, t) >= 0
})
// if segmentWhichStartsLaterOrAt == 0 {
// if s.cmp(s.segments[0].PeriodStart, t) > 0 && (!includeContinuous || !s.areContinuous(t, s.segments[0].PeriodStart)) {
// return -1, false
// }
// return 0, true
// }
evenLastSegmentStartsBefore := segmentWhichStartsLaterOrAt == len(s.segments)
if evenLastSegmentStartsBefore {
lastSegment := segmentWhichStartsLaterOrAt - 1
lastSegmentEnd := s.segments[lastSegment].PeriodEnd
contains := s.idxCmp(t, lastSegmentEnd) <= 0 || (includeContinuous && s.areContinuous(lastSegmentEnd, t))
return lastSegment, contains
}
segmentStartsLater := s.idxCmp(s.segments[segmentWhichStartsLaterOrAt].PeriodStart, t) > 0
areContinuous := includeContinuous && s.areContinuous(t, s.segments[segmentWhichStartsLaterOrAt].PeriodStart)
segmentStartsAt := !segmentStartsLater || areContinuous
if segmentStartsAt {
return segmentWhichStartsLaterOrAt, true
}
if segmentWhichStartsLaterOrAt == 0 && !areContinuous {
return -1, false
}
segment := segmentWhichStartsLaterOrAt - 1
segmentEnd := s.segments[segment].PeriodEnd
contains = s.idxCmp(t, segmentEnd) <= 0 || (includeContinuous && s.areContinuous(segmentEnd, t))
return segment, contains
}
func (s *Series[Data, Index]) getSmallerIndex(idx1, idx2 Index) Index {
if s.idxCmp(idx1, idx2) < 0 {
return idx1
}
return idx2
}
type SeriesState[Data any, Index any] struct {
Segments []*SeriesSegmentFields[Data, Index]
}