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compaction_iter.go
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compaction_iter.go
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// Copyright 2018 The LevelDB-Go and Pebble Authors. All rights reserved. Use
// of this source code is governed by a BSD-style license that can be found in
// the LICENSE file.
package pebble
import (
"fmt"
"sort"
"github.com/petermattis/pebble/internal/bytealloc"
"github.com/petermattis/pebble/internal/rangedel"
)
// compactionIter provides a forward-only iterator that encapsulates the logic
// for collapsing entries during compaction. It wraps an internal iterator and
// collapses entries that are no longer necessary because they are shadowed by
// newer entries. The simplest example of this is when the internal iterator
// contains two keys: a.PUT.2 and a.PUT.1. Instead of returning both entries,
// compactionIter collapses the second entry because it is no longer
// necessary. The high-level structure for compactionIter is to iterate over
// its internal iterator and output 1 entry for every user-key. There are four
// complications to this story.
//
// 1. Eliding Deletion Tombstones
//
// Consider the entries a.DEL.2 and a.PUT.1. These entries collapse to
// a.DEL.2. Do we have to output the entry a.DEL.2? Only if a.DEL.2 possibly
// shadows an entry at a lower level. If we're compacting to the base-level in
// the LSM tree then a.DEL.2 is definitely not shadowing an entry at a lower
// level and can be elided.
//
// We can do slightly better than only eliding deletion tombstones at the base
// level by observing that we can elide a deletion tombstone if there are no
// sstables that contain the entry's key. This check is performed by
// elideTombstone.
//
// 2. Merges
//
// The MERGE operation merges the value for an entry with the existing value
// for an entry. The logical value of an entry can be composed of a series of
// merge operations. When compactionIter sees a MERGE, it scans forward in its
// internal iterator collapsing MERGE operations for the same key until it
// encounters a SET or DELETE operation. For example, the keys a.MERGE.4,
// a.MERGE.3, a.MERGE.2 will be collapsed to a.MERGE.4 and the values will be
// merged using the specified Merger.
//
// An interesting case here occurs when MERGE is combined with SET. Consider
// the entries a.MERGE.3 and a.SET.2. The collapsed key will be a.SET.3. The
// reason that the kind is changed to SET is because the SET operation acts as
// a barrier preventing further merging. This can be seen better in the
// scenario a.MERGE.3, a.SET.2, a.MERGE.1. The entry a.MERGE.1 may be at lower
// (older) level and not involved in the compaction. If the compaction of
// a.MERGE.3 and a.SET.2 produced a.MERGE.3, a subsequent compaction with
// a.MERGE.1 would merge the values together incorrectly.
//
// 3. Snapshots
//
// Snapshots are lightweight point-in-time views of the DB state. At its core,
// a snapshot is a sequence number along with a guarantee from Pebble that it
// will maintain the view of the database at that sequence number. Part of this
// guarantee is relatively straightforward to achieve. When reading from the
// database Pebble will ignore sequence numbers that are larger than the
// snapshot sequence number. The primary complexity with snapshots occurs
// during compaction: the collapsing of entries that are shadowed by newer
// entries is at odds with the guarantee that Pebble will maintain the view of
// the database at the snapshot sequence number. Rather than collapsing entries
// up to the next user key, compactionIter can only collapse entries up to the
// next snapshot boundary. That is, every snapshot boundary potentially causes
// another entry for the same user-key to be emitted. Another way to view this
// is that snapshots define stripes and entries are collapsed within stripes,
// but not across stripes. Consider the following scenario:
//
// a.PUT.9
// a.DEL.8
// a.PUT.7
// a.DEL.6
// a.PUT.5
//
// In the absence of snapshots these entries would be collapsed to
// a.PUT.9. What if there is a snapshot at sequence number 7? The entries can
// be divided into two stripes and collapsed within the stripes:
//
// a.PUT.9 a.PUT.9
// a.DEL.8 --->
// a.PUT.7
// -- --
// a.DEL.6 ---> a.DEL.6
// a.PUT.5
//
// All of the rules described earlier still apply, but they are confined to
// operate within a snapshot stripe. Snapshots only affect compaction when the
// snapshot sequence number lies within the range of sequence numbers being
// compacted. In the above example, a snapshot at sequence number 10 or at
// sequence number 5 would not have any effect.
//
// 4. Range Deletions
//
// Range deletions provide the ability to delete all of the keys (and values)
// in a contiguous range. Range deletions are stored indexed by their start
// key. The end key of the range is stored in the value. In order to support
// lookup of the range deletions which overlap with a particular key, the range
// deletion tombstones need to be fragmented whenever they overlap. This
// fragmentation is performed by rangedel.Fragmenter. The fragments are then
// subject to the rules for snapshots. For example, consider the two range
// tombstones [a,e)#1 and [c,g)#2:
//
// 2: c-------g
// 1: a-------e
//
// These tombstones will be fragmented into:
//
// 2: c---e---g
// 1: a---c---e
//
// Do we output the fragment [c,e)#1? Since it is covered by [c-e]#2 the answer
// depends on whether it is in a new snapshot stripe.
//
// In addition to the fragmentation of range tombstones, compaction also needs
// to take the range tombstones into consideration when outputting normal
// keys. Just as with point deletions, a range deletion covering an entry can
// cause the entry to be elided.
type compactionIter struct {
cmp Compare
merge Merge
iter internalIterator
err error
key InternalKey
value []byte
// Temporary buffer used for storing the previous user key in order to
// determine when iteration has advanced to a new user key and thus a new
// snapshot stripe.
keyBuf []byte
// Temporary buffer used for aggregating merge operations.
valueBuf []byte
// Is the current entry valid?
valid bool
iterKey *InternalKey
iterValue []byte
// Skip indicates whether the remaining entries in the current snapshot
// stripe should be skipped or processed. Skipped is true at the start of a
// stripe and set to false afterwards.
skip bool
// The index of the snapshot for the current key within the snapshots slice.
curSnapshotIdx int
curSnapshotSeqNum uint64
// The snapshot sequence numbers that need to be maintained. These sequence
// numbers define the snapshot stripes (see the Snapshots description
// above). The sequence numbers are in ascending order.
snapshots []uint64
// The range deletion tombstone fragmenter.
rangeDelFrag rangedel.Fragmenter
// The fragmented tombstones.
tombstones []rangedel.Tombstone
// Byte allocator for the tombstone keys.
alloc bytealloc.A
allowZeroSeqNum bool
elideTombstone func(key []byte) bool
elideRangeTombstone func(start, end []byte) bool
}
func newCompactionIter(
cmp Compare,
merge Merge,
iter internalIterator,
snapshots []uint64,
allowZeroSeqNum bool,
elideTombstone func(key []byte) bool,
elideRangeTombstone func(start, end []byte) bool,
) *compactionIter {
i := &compactionIter{
cmp: cmp,
merge: merge,
iter: iter,
snapshots: snapshots,
allowZeroSeqNum: allowZeroSeqNum,
elideTombstone: elideTombstone,
elideRangeTombstone: elideRangeTombstone,
}
i.rangeDelFrag.Cmp = cmp
i.rangeDelFrag.Emit = i.emitRangeDelChunk
return i
}
func (i *compactionIter) First() (*InternalKey, []byte) {
if i.err != nil {
return nil, nil
}
i.iterKey, i.iterValue = i.iter.First()
if i.iterKey != nil {
i.curSnapshotIdx, i.curSnapshotSeqNum = snapshotIndex(i.iterKey.SeqNum(), i.snapshots)
}
return i.Next()
}
func (i *compactionIter) Next() (*InternalKey, []byte) {
if i.err != nil {
return nil, nil
}
if i.skip {
i.skip = false
i.skipStripe()
}
i.valid = false
for i.iterKey != nil {
i.key = *i.iterKey
switch i.key.Kind() {
case InternalKeyKindDelete:
// If we're at the last snapshot stripe and the tombstone can be elided
// skip to the next stripe (which will be the next user key).
if i.curSnapshotIdx == 0 && i.elideTombstone(i.key.UserKey) {
i.saveKey()
i.skipStripe()
continue
}
i.saveKey()
i.value = i.iterValue
i.valid = true
i.skip = true
return &i.key, i.value
case InternalKeyKindRangeDelete:
i.key = i.cloneKey(i.key)
i.rangeDelFrag.Add(i.key, i.iterValue)
i.nextInStripe()
continue
case InternalKeyKindSet:
if i.rangeDelFrag.Deleted(i.key, i.curSnapshotSeqNum) {
i.saveKey()
i.skipStripe()
continue
}
i.saveKey()
i.value = i.iterValue
i.valid = true
i.skip = true
i.maybeZeroSeqnum()
return &i.key, i.value
case InternalKeyKindMerge:
if i.rangeDelFrag.Deleted(i.key, i.curSnapshotSeqNum) {
i.saveKey()
i.skipStripe()
continue
}
// NB: it is important to call maybeZeroSeqnum before mergeNext as
// merging advances the iterator, adjusting curSnapshotIdx and thus
// invalidating the state that maybeZeroSeqnum uses to make its
// determination.
i.maybeZeroSeqnum()
return i.mergeNext()
case InternalKeyKindInvalid:
// NB: Invalid keys occur when there is some error parsing the key. Pass
// them through unmodified.
i.saveKey()
i.saveValue()
i.iterKey, i.iterValue = i.iter.Next()
i.valid = true
return &i.key, i.value
default:
i.err = fmt.Errorf("invalid internal key kind: %d", i.key.Kind())
return nil, nil
}
}
return nil, nil
}
// snapshotIndex returns the index of the first sequence number in snapshots
// which is greater than or equal to seq.
func snapshotIndex(seq uint64, snapshots []uint64) (int, uint64) {
index := sort.Search(len(snapshots), func(i int) bool {
return snapshots[i] > seq
})
if index >= len(snapshots) {
return index, InternalKeySeqNumMax
}
return index, snapshots[index]
}
func (i *compactionIter) skipStripe() {
for i.nextInStripe() {
}
}
func (i *compactionIter) nextInStripe() bool {
i.iterKey, i.iterValue = i.iter.Next()
if i.iterKey == nil {
return false
}
key := i.iterKey
if i.cmp(i.key.UserKey, key.UserKey) != 0 {
i.curSnapshotIdx, i.curSnapshotSeqNum = snapshotIndex(key.SeqNum(), i.snapshots)
return false
}
switch key.Kind() {
case InternalKeyKindRangeDelete:
// Range tombstones are always added to the fragmenter. They are processed
// into stripes after fragmentation.
i.rangeDelFrag.Add(i.cloneKey(*key), i.iterValue)
return true
case InternalKeyKindInvalid:
i.curSnapshotIdx, i.curSnapshotSeqNum = snapshotIndex(key.SeqNum(), i.snapshots)
return false
}
if len(i.snapshots) == 0 {
return true
}
idx, seqNum := snapshotIndex(key.SeqNum(), i.snapshots)
if i.curSnapshotIdx == idx {
return true
}
i.curSnapshotIdx = idx
i.curSnapshotSeqNum = seqNum
return false
}
func (i *compactionIter) mergeNext() (*InternalKey, []byte) {
// Save the current key and value.
i.saveKey()
i.saveValue()
i.valid = true
// Loop looking for older values in the current snapshot stripe and merge
// them.
for {
if !i.nextInStripe() {
i.skip = false
return &i.key, i.value
}
key := i.iterKey
switch key.Kind() {
case InternalKeyKindDelete:
// We've hit a deletion tombstone. Return everything up to this point and
// then skip entries until the next snapshot stripe.
i.valueBuf = i.value[:0]
i.skip = true
return &i.key, i.value
case InternalKeyKindRangeDelete:
// We've hit a range deletion tombstone. Return everything up to this
// point and then skip entries until the next snapshot stripe.
i.skip = true
return &i.key, i.value
case InternalKeyKindSet:
if i.rangeDelFrag.Deleted(*key, i.curSnapshotSeqNum) {
i.skip = true
return &i.key, i.value
}
// We've hit a Set value. Merge with the existing value and return. We
// change the kind of the resulting key to a Set so that it shadows keys
// in lower levels. That is, MERGE+MERGE+SET -> SET.
i.value = i.merge(i.key.UserKey, i.value, i.iterValue, nil)
i.valueBuf = i.value[:0]
i.key.SetKind(InternalKeyKindSet)
i.skip = true
return &i.key, i.value
case InternalKeyKindMerge:
if i.rangeDelFrag.Deleted(*key, i.curSnapshotSeqNum) {
i.skip = true
return &i.key, i.value
}
// We've hit another Merge value. Merge with the existing value and
// continue looping.
i.value = i.merge(i.key.UserKey, i.value, i.iterValue, nil)
i.valueBuf = i.value[:0]
default:
i.err = fmt.Errorf("invalid internal key kind: %d", i.iterKey.Kind())
return nil, nil
}
}
}
func (i *compactionIter) saveKey() {
i.keyBuf = append(i.keyBuf[:0], i.iterKey.UserKey...)
i.key.UserKey = i.keyBuf
}
func (i *compactionIter) saveValue() {
i.valueBuf = append(i.valueBuf[:0], i.iterValue...)
i.value = i.valueBuf
}
func (i *compactionIter) cloneKey(key InternalKey) InternalKey {
i.alloc, key.UserKey = i.alloc.Copy(key.UserKey)
return key
}
func (i *compactionIter) Key() InternalKey {
return i.key
}
func (i *compactionIter) Value() []byte {
return i.value
}
func (i *compactionIter) Valid() bool {
return i.valid
}
func (i *compactionIter) Error() error {
return i.err
}
func (i *compactionIter) Close() error {
err := i.iter.Close()
if i.err == nil {
i.err = err
}
return i.err
}
func (i *compactionIter) Tombstones(key []byte) []rangedel.Tombstone {
if key == nil {
i.rangeDelFrag.Finish()
} else {
i.rangeDelFrag.FlushTo(key)
}
tombstones := i.tombstones
i.tombstones = nil
return tombstones
}
func (i *compactionIter) emitRangeDelChunk(fragmented []rangedel.Tombstone) {
// Apply the snapshot stripe rules, keeping only the latest tombstone for
// each snapshot stripe.
currentIdx := -1
for _, v := range fragmented {
idx, _ := snapshotIndex(v.Start.SeqNum(), i.snapshots)
if currentIdx == idx {
continue
}
if idx == 0 && i.elideRangeTombstone(v.Start.UserKey, v.End) {
// This is the last snapshot stripe and the range tombstone can be
// elided.
break
}
i.tombstones = append(i.tombstones, v)
if idx == 0 {
// This is the last snapshot stripe.
break
}
currentIdx = idx
}
}
// maybeZeroSeqnum attempts to set the seqnum for the current key to 0. Doing
// so improves compression and enables an optimization during forward iteration
// to skip some key comparisons. The seqnum for an entry can be zeroed if the
// entry is on the bottom snapshot stripe and on the bottom level of the LSM.
func (i *compactionIter) maybeZeroSeqnum() {
if !i.allowZeroSeqNum {
// TODO(peter): allowZeroSeqNum applies to the entire compaction. We could
// make the determination on a key by key basis, similar to what is done
// for elideTombstone. Need to add a benchmark for compactionIter to verify
// that isn't too expensive.
return
}
if i.curSnapshotIdx > 0 {
// This is not the last snapshot
return
}
i.key.SetSeqNum(0)
}