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region cache: batch find regions by key ranges from cache #1410

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Aug 9, 2024
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60 changes: 42 additions & 18 deletions internal/locate/region_cache.go
Original file line number Diff line number Diff line change
Expand Up @@ -1240,24 +1240,50 @@ func (c *RegionCache) BatchLocateKeyRanges(bo *retry.Backoffer, keyRanges []kv.K
keyRange.StartKey = lastRegion.EndKey()
}
}
// TODO: find all the cached regions in the range.
// now we only check if the region is cached from the lower bound, if there is a uncached hole in the middle,
// we will load the rest regions even they are cached.
r := c.tryFindRegionByKey(keyRange.StartKey, false)
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lastRegion = r
if r == nil {
// region cache miss, add the cut range to uncachedRanges, load from PD later.
uncachedRanges = append(uncachedRanges, pd.KeyRange{StartKey: keyRange.StartKey, EndKey: keyRange.EndKey})
continue
}
// region cache hit, add the region to cachedRegions.
cachedRegions = append(cachedRegions, r)
if r.ContainsByEnd(keyRange.EndKey) {
// the range is fully hit in the region cache.
continue
}
keyRange.StartKey = r.EndKey()
// Batch load rest regions from Cache.
containsAll := false
outer:
for {
// TODO: find all the cached regions in the range.
// now we only check if the region is cached from the lower bound, if there is a uncached hole in the middle,
// we will load the rest regions even they are cached.
r := c.tryFindRegionByKey(keyRange.StartKey, false)
lastRegion = r
if r == nil {
// region cache miss, add the cut range to uncachedRanges, load from PD later.
uncachedRanges = append(uncachedRanges, pd.KeyRange{StartKey: keyRange.StartKey, EndKey: keyRange.EndKey})
break
batchRegionInCache, err := c.scanRegionsFromCache(bo, keyRange.StartKey, keyRange.EndKey, defaultRegionsPerBatch)
if err != nil {
return nil, err
}
for _, r = range batchRegionInCache {
if !r.Contains(keyRange.StartKey) { // uncached hole, load the rest regions
break outer
}
cachedRegions = append(cachedRegions, r)
lastRegion = r
if r.ContainsByEnd(keyRange.EndKey) {
// the range is fully hit in the region cache.
containsAll = true
break outer
}
keyRange.StartKey = r.EndKey()
}
// region cache hit, add the region to cachedRegions.
cachedRegions = append(cachedRegions, r)
if r.ContainsByEnd(keyRange.EndKey) {
// the range is fully hit in the region cache.
if len(batchRegionInCache) < defaultRegionsPerBatch { // region cache miss, load the rest regions
break
}
keyRange.StartKey = r.EndKey()
}
if !containsAll {
uncachedRanges = append(uncachedRanges, pd.KeyRange{StartKey: keyRange.StartKey, EndKey: keyRange.EndKey})
}
}

Expand Down Expand Up @@ -2078,7 +2104,8 @@ func (c *RegionCache) loadRegionByID(bo *retry.Backoffer, regionID uint64) (*Reg
}
}

// TODO(youjiali1995): for optimizing BatchLoadRegionsWithKeyRange, not used now.
// For optimizing BatchLocateKeyRanges, scanRegionsFromCache scans at most `limit` regions from cache.
// It is the caller's responsibility to make sure that startKey is a node in the B-tree, otherwise, the startKey will not be included in the return regions.
func (c *RegionCache) scanRegionsFromCache(bo *retry.Backoffer, startKey, endKey []byte, limit int) ([]*Region, error) {
if limit == 0 {
return nil, nil
Expand All @@ -2089,9 +2116,6 @@ func (c *RegionCache) scanRegionsFromCache(bo *retry.Backoffer, startKey, endKey
defer c.mu.RUnlock()
regions = c.mu.sorted.AscendGreaterOrEqual(startKey, endKey, limit)

if len(regions) == 0 {
return nil, errors.New("no regions in the cache")
}
return regions, nil
}

Expand Down
38 changes: 38 additions & 0 deletions internal/locate/region_cache_test.go
Original file line number Diff line number Diff line change
Expand Up @@ -37,6 +37,7 @@ package locate
import (
"bytes"
"context"
"encoding/binary"
"errors"
"fmt"
"math/rand"
Expand Down Expand Up @@ -2874,3 +2875,40 @@ func (s *testRegionCacheSuite) TestIssue1401() {
}, 3*time.Second, time.Second)
s.Require().True(isStoreContainLabel(newStore1.labels, "host", "0.0.0.0:20161"))
}

func BenchmarkBatchLocateKeyRangesFromCache(t *testing.B) {
t.StopTimer()
s := new(testRegionCacheSuite)
s.SetT(&testing.T{})
s.SetupTest()

regionNum := 10000
regions := s.cluster.AllocIDs(regionNum)
regions = append([]uint64{s.region1}, regions...)

peers := [][]uint64{{s.peer1, s.peer2}}
for i := 0; i < regionNum-1; i++ {
peers = append(peers, s.cluster.AllocIDs(2))
}

for i := 0; i < regionNum-1; i++ {
b := make([]byte, 8)
binary.BigEndian.PutUint64(b, uint64(i*2))
s.cluster.Split(regions[i], regions[i+1], b, peers[i+1], peers[i+1][0])
}

// cache all regions
keyLocation, err := s.cache.BatchLocateKeyRanges(s.bo, []kv.KeyRange{{StartKey: []byte(""), EndKey: []byte("")}})
if err != nil || len(keyLocation) != regionNum {
t.FailNow()
}

t.StartTimer()
for i := 0; i < t.N; i++ {
keyLocation, err := s.cache.BatchLocateKeyRanges(s.bo, []kv.KeyRange{{StartKey: []byte(""), EndKey: []byte("")}})
if err != nil || len(keyLocation) != regionNum {
t.FailNow()
}
}
s.TearDownTest()
}
11 changes: 11 additions & 0 deletions internal/locate/sorted_btree.go
Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,7 @@ package locate

import (
"bytes"
"time"

"github.com/google/btree"
"github.com/tikv/client-go/v2/internal/logutil"
Expand Down Expand Up @@ -79,12 +80,22 @@ func (s *SortedRegions) SearchByKey(key []byte, isEndKey bool) (r *Region) {
}

// AscendGreaterOrEqual returns all items that are greater than or equal to the key.
// It is the caller's responsibility to make sure that startKey is a node in the B-tree, otherwise, the startKey will not be included in the return regions.
func (s *SortedRegions) AscendGreaterOrEqual(startKey, endKey []byte, limit int) (regions []*Region) {
now := time.Now().Unix()
lastStartKey := startKey
s.b.AscendGreaterOrEqual(newBtreeSearchItem(startKey), func(item *btreeItem) bool {
region := item.cachedRegion
if len(endKey) > 0 && bytes.Compare(region.StartKey(), endKey) >= 0 {
return false
}
if !region.checkRegionCacheTTL(now) {
return false
}
if len(lastStartKey) > 0 && !region.Contains(lastStartKey) { // uncached hole
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when will len(lastStartKey) == 0?

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Some test cases have the key, for -inf to +inf.

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The case len(lastStartKey) == 0 should never happen in current usage(start key is assigned here, and it's never empty if the code runs here).

When len(lastStartKey) == 0 and the first region is not start from -inf, we should stop scan regions, see the following test.

func (s *testRegionRequestToSingleStoreSuite) TestRegionCacheStartNonEmpty() {
	_ = s.cache.refreshRegionIndex(s.bo)
	r, _ := s.cache.scanRegionsFromCache(s.bo, []byte{}, nil, 10)
	s.Equal(len(r), 1)

	region, _ := s.cache.LocateRegionByID(s.bo, s.region)
	v2 := region.Region.confVer + 1
	r2 := metapb.Region{Id: region.Region.id, RegionEpoch: &metapb.RegionEpoch{Version: region.Region.ver, ConfVer: v2}, StartKey: []byte{1}}
	st := newUninitializedStore(s.store)

	s.cache.mu.Lock()
	s.cache.mu.sorted.Clear()
	s.cache.mu.Unlock()
	// region cache after clear: []

	s.cache.insertRegionToCache(&Region{meta: &r2, store: unsafe.Pointer(st), ttl: nextTTLWithoutJitter(time.Now().Unix())}, true, true)
	// region cache after insert: [[1, +inf)]

	r, _ = s.cache.scanRegionsFromCache(s.bo, []byte{}, nil, 10)
	s.Equal(len(r), 0) // fail in current implementation
}

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I add the test TestRegionCacheStartNonEmpty and remove the len(lastStartKey) == 0 check. Now the code stop scan regions when len(lastStartKey) == 0 and the first region is not start from -inf. PTAL again.

return false
}
lastStartKey = region.EndKey()
regions = append(regions, region)
return len(regions) < limit
})
Expand Down
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