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row.go
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// Copyright 2017 Pilosa Corp.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package pilosa
import (
"encoding/json"
"sort"
"github.com/pilosa/pilosa/roaring"
)
// Row is a set of integers (the associated columns), and attributes which are
// arbitrary key/value pairs storing metadata about what the row represents.
type Row struct {
segments []rowSegment
// String keys translated to/from segment columns.
Keys []string
// Attributes associated with the row.
Attrs map[string]interface{}
}
// NewRow returns a new instance of Row.
func NewRow(columns ...uint64) *Row {
r := &Row{}
for _, i := range columns {
r.SetBit(i)
}
return r
}
// Merge merges data from other into r.
func (r *Row) Merge(other *Row) {
var segments []rowSegment
itr := newMergeSegmentIterator(r.segments, other.segments)
for s0, s1 := itr.next(); s0 != nil || s1 != nil; s0, s1 = itr.next() {
// Use the other row's data if segment is missing.
if s0 == nil {
segments = append(segments, *s1)
continue
} else if s1 == nil {
segments = append(segments, *s0)
continue
}
// Otherwise merge.
s0.Merge(s1)
segments = append(segments, *s0)
}
r.segments = segments
r.invalidateCount()
}
// intersectionCount returns the number of intersections between r and other.
func (r *Row) intersectionCount(other *Row) uint64 {
var n uint64
itr := newMergeSegmentIterator(r.segments, other.segments)
for s0, s1 := itr.next(); s0 != nil || s1 != nil; s0, s1 = itr.next() {
// Ignore non-overlapping segments.
if s0 == nil || s1 == nil {
continue
}
n += s0.IntersectionCount(s1)
}
return n
}
// Intersect returns the itersection of r and other.
func (r *Row) Intersect(other *Row) *Row {
var segments []rowSegment
itr := newMergeSegmentIterator(r.segments, other.segments)
for s0, s1 := itr.next(); s0 != nil || s1 != nil; s0, s1 = itr.next() {
// Ignore non-overlapping segments.
if s0 == nil || s1 == nil {
continue
}
segments = append(segments, *s0.Intersect(s1))
}
return &Row{segments: segments}
}
// Xor returns the xor of r and other.
func (r *Row) Xor(other *Row) *Row {
var segments []rowSegment
itr := newMergeSegmentIterator(r.segments, other.segments)
for s0, s1 := itr.next(); s0 != nil || s1 != nil; s0, s1 = itr.next() {
if s1 == nil {
segments = append(segments, *s0)
continue
} else if s0 == nil {
segments = append(segments, *s1)
continue
}
segments = append(segments, *s0.Xor(s1))
}
return &Row{segments: segments}
}
// Union returns the bitwise union of r and other.
func (r *Row) Union(other *Row) *Row {
var segments []rowSegment
itr := newMergeSegmentIterator(r.segments, other.segments)
for s0, s1 := itr.next(); s0 != nil || s1 != nil; s0, s1 = itr.next() {
if s1 == nil {
segments = append(segments, *s0)
continue
} else if s0 == nil {
segments = append(segments, *s1)
continue
}
segments = append(segments, *s0.Union(s1))
}
return &Row{segments: segments}
}
// Difference returns the diff of r and other.
func (r *Row) Difference(other *Row) *Row {
var segments []rowSegment
itr := newMergeSegmentIterator(r.segments, other.segments)
for s0, s1 := itr.next(); s0 != nil || s1 != nil; s0, s1 = itr.next() {
if s0 == nil {
continue
} else if s1 == nil {
segments = append(segments, *s0)
continue
}
segments = append(segments, *s0.Difference(s1))
}
return &Row{segments: segments}
}
// SetBit sets the i-th column of the row.
func (r *Row) SetBit(i uint64) (changed bool) {
return r.createSegmentIfNotExists(i / ShardWidth).SetBit(i)
}
// clearBit clears the i-th column of the row.
func (r *Row) clearBit(i uint64) (changed bool) { // nolint: unparam
s := r.segment(i / ShardWidth)
if s == nil {
return false
}
return s.ClearBit(i)
}
// Segments returns a list of all segments in the row.
func (r *Row) Segments() []rowSegment {
return r.segments
}
// segment returns a segment for a given shard.
// Returns nil if segment does not exist.
func (r *Row) segment(shard uint64) *rowSegment {
if i := sort.Search(len(r.segments), func(i int) bool {
return r.segments[i].shard >= shard
}); i < len(r.segments) && r.segments[i].shard == shard {
return &r.segments[i]
}
return nil
}
func (r *Row) createSegmentIfNotExists(shard uint64) *rowSegment {
i := sort.Search(len(r.segments), func(i int) bool {
return r.segments[i].shard >= shard
})
// Return exact match.
if i < len(r.segments) && r.segments[i].shard == shard {
return &r.segments[i]
}
// Insert new segment.
r.segments = append(r.segments, rowSegment{data: *roaring.NewBitmap()})
if i < len(r.segments) {
copy(r.segments[i+1:], r.segments[i:])
}
r.segments[i] = rowSegment{
data: *roaring.NewBitmap(),
shard: shard,
writable: true,
}
return &r.segments[i]
}
// invalidateCount updates the cached count in the row.
func (r *Row) invalidateCount() {
for i := range r.segments {
r.segments[i].InvalidateCount()
}
}
// Count returns the number of columns in the row.
func (r *Row) Count() uint64 {
var n uint64
for i := range r.segments {
n += r.segments[i].Count()
}
return n
}
// MarshalJSON returns a JSON-encoded byte slice of r.
func (r *Row) MarshalJSON() ([]byte, error) {
var o struct {
Attrs map[string]interface{} `json:"attrs"`
Columns []uint64 `json:"columns"`
Keys []string `json:"keys,omitempty"`
}
o.Columns = r.Columns()
o.Keys = r.Keys
o.Attrs = r.Attrs
if o.Attrs == nil {
o.Attrs = make(map[string]interface{})
}
return json.Marshal(&o)
}
// Columns returns the columns in r as a slice of ints.
func (r *Row) Columns() []uint64 {
a := make([]uint64, 0, r.Count())
for i := range r.segments {
a = append(a, r.segments[i].Columns()...)
}
return a
}
// rowSegment holds a subset of a row.
// This could point to a mmapped roaring bitmap or an in-memory bitmap. The
// width of the segment will always match the shard width.
type rowSegment struct {
// Shard this segment belongs to
shard uint64
// Underlying raw bitmap implementation.
// This is an mmapped bitmap if writable is false. Otherwise
// it is a heap allocated bitmap which can be manipulated.
data roaring.Bitmap
writable bool
// Bit count
n uint64
}
// Merge adds chunks from other to s.
// Chunks in s are overwritten if they exist in other.
func (s *rowSegment) Merge(other *rowSegment) {
s.ensureWritable()
itr := other.data.Iterator()
for v, eof := itr.Next(); !eof; v, eof = itr.Next() {
s.SetBit(v)
}
}
// IntersectionCount returns the number of intersections between s and other.
func (s *rowSegment) IntersectionCount(other *rowSegment) uint64 {
return s.data.IntersectionCount(&other.data)
}
// Intersect returns the itersection of s and other.
func (s *rowSegment) Intersect(other *rowSegment) *rowSegment {
data := s.data.Intersect(&other.data)
return &rowSegment{
data: *data,
shard: s.shard,
n: data.Count(),
}
}
// Union returns the bitwise union of s and other.
func (s *rowSegment) Union(other *rowSegment) *rowSegment {
data := s.data.Union(&other.data)
return &rowSegment{
data: *data,
shard: s.shard,
n: data.Count(),
}
}
// Difference returns the diff of s and other.
func (s *rowSegment) Difference(other *rowSegment) *rowSegment {
data := s.data.Difference(&other.data)
return &rowSegment{
data: *data,
shard: s.shard,
n: data.Count(),
}
}
// Xor returns the xor of s and other.
func (s *rowSegment) Xor(other *rowSegment) *rowSegment {
data := s.data.Xor(&other.data)
return &rowSegment{
data: *data,
shard: s.shard,
n: data.Count(),
}
}
// SetBit sets the i-th column of the row.
func (s *rowSegment) SetBit(i uint64) (changed bool) {
s.ensureWritable()
changed, _ = s.data.Add(i)
if changed {
s.n++
}
return changed
}
// ClearBit clears the i-th column of the row.
func (s *rowSegment) ClearBit(i uint64) (changed bool) {
s.ensureWritable()
changed, _ = s.data.Remove(i)
if changed {
s.n--
}
return changed
}
// InvalidateCount updates the cached count in the row.
func (s *rowSegment) InvalidateCount() {
s.n = s.data.Count()
}
// Columns returns a list of all columns set in the segment.
func (s *rowSegment) Columns() []uint64 {
a := make([]uint64, 0, s.Count())
itr := s.data.Iterator()
for v, eof := itr.Next(); !eof; v, eof = itr.Next() {
a = append(a, v)
}
return a
}
// Count returns the number of set columns in the row.
func (s *rowSegment) Count() uint64 { return s.n }
// ensureWritable clones the segment if it is pointing to non-writable data.
func (s *rowSegment) ensureWritable() {
if s.writable {
return
}
s.data = *s.data.Clone()
s.writable = true
}
// mergeSegmentIterator produces an iterator that loops through two sets of segments.
type mergeSegmentIterator struct {
a0, a1 []rowSegment
}
// newMergeSegmentIterator returns a new instance of mergeSegmentIterator.
func newMergeSegmentIterator(a0, a1 []rowSegment) mergeSegmentIterator {
return mergeSegmentIterator{a0: a0, a1: a1}
}
// next returns the next set of segments.
func (itr *mergeSegmentIterator) next() (s0, s1 *rowSegment) {
// Find current segments.
if len(itr.a0) > 0 {
s0 = &itr.a0[0]
}
if len(itr.a1) > 0 {
s1 = &itr.a1[0]
}
// Return if either or both are nil.
if s0 == nil && s1 == nil {
return
} else if s0 == nil {
itr.a1 = itr.a1[1:]
return
} else if s1 == nil {
itr.a0 = itr.a0[1:]
return
}
// Otherwise determine which is first.
if s0.shard < s1.shard {
itr.a0 = itr.a0[1:]
return s0, nil
} else if s0.shard > s1.shard {
itr.a1 = itr.a1[1:]
return s1, nil
}
// Return both if shards are equal.
itr.a0, itr.a1 = itr.a0[1:], itr.a1[1:]
return s0, s1
}