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rework tabletbalancer interface to avoid unnecessary sort
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There's actually no need in the tabletgateway to ever sort the full list of
potential tablet candidates, because each query attempt only goes to a single
tablet, and then if that fails, the withRetry loop records which tablet failed
and then re-enters the loop to try again.

Therefore, refactor the balancer to replace ShuffleTablets with a simple Pick
interface that just returns the best tablet to route to.
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demmer committed Jul 8, 2024
1 parent 404332b commit 6021332
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Showing 2 changed files with 23 additions and 25 deletions.
30 changes: 14 additions & 16 deletions go/vt/vtgate/balancer/balancer.go
Original file line number Diff line number Diff line change
Expand Up @@ -88,8 +88,9 @@ converge on the desired balanced query load.
*/

type TabletBalancer interface {
// Randomly shuffle the tablets into an order for routing queries
ShuffleTablets(target *querypb.Target, tablets []*discovery.TabletHealth)
// Pick is the main entry point to the balancer. Returns the best tablet out of the list
// for a given query to maintain the desired balanced allocation over multiple executions.
Pick(target *querypb.Target, tablets []*discovery.TabletHealth) *discovery.TabletHealth

// Balancer debug page request
DebugHandler(w http.ResponseWriter, r *http.Request)
Expand Down Expand Up @@ -161,33 +162,30 @@ func (b *tabletBalancer) DebugHandler(w http.ResponseWriter, _ *http.Request) {
fmt.Fprintf(w, "Allocations: %v\r\n", string(allocations))
}

// ShuffleTablets is the main entry point to the balancer.
// Pick is the main entry point to the balancer.
//
// It shuffles the tablets into a preference list for routing a given query.
// However, since all tablets should be healthy, the query will almost always go
// to the first tablet in the list, so the balancer ranking algoritm randomly
// shuffles the list to break ties, then chooses a weighted random selection
// based on the balance alorithm to promote to the first in the set.
func (b *tabletBalancer) ShuffleTablets(target *querypb.Target, tablets []*discovery.TabletHealth) {
// Given the total allocation for the set of tablets, choose the best target
// by a weighted random sample so that over time the system will achieve the
// desired balanced allocation.
func (b *tabletBalancer) Pick(target *querypb.Target, tablets []*discovery.TabletHealth) *discovery.TabletHealth {

numTablets := len(tablets)
if numTablets == 0 {
return nil
}

allocationMap, totalAllocation := b.getAllocation(target, tablets)

rand.Shuffle(numTablets, func(i, j int) { tablets[i], tablets[j] = tablets[j], tablets[i] })

// Do another O(n) seek through the list to effect the weighted sample by picking
// a random point in the allocation space and seeking forward in the list of (randomized)
// tablets to that point, promoting the tablet to the head of the list.
r := rand.Intn(totalAllocation)
for i := 0; i < numTablets; i++ {
flow := allocationMap[tablets[i].Tablet.Alias.Uid]
if r < flow {
tablets[0], tablets[i] = tablets[i], tablets[0]
break
return tablets[i]
}
r -= flow
}

return tablets[0]
}

// To stick with integer arithmetic, use 1,000,000 as the full load
Expand Down
18 changes: 9 additions & 9 deletions go/vt/vtgate/balancer/balancer_test.go
Original file line number Diff line number Diff line change
Expand Up @@ -223,7 +223,7 @@ func TestAllocateFlows(t *testing.T) {
}
}

func TestBalancedShuffle(t *testing.T) {
func TestBalancedPick(t *testing.T) {
cases := []struct {
test string
tablets []*discovery.TabletHealth
Expand Down Expand Up @@ -293,13 +293,13 @@ func TestBalancedShuffle(t *testing.T) {
b := NewTabletBalancer(localCell, vtGateCells).(*tabletBalancer)

for i := 0; i < N/len(vtGateCells); i++ {
b.ShuffleTablets(target, tablets)
th := b.Pick(target, tablets)
if i == 0 {
t.Logf("Target Flows %v, Balancer: %s\n", expectedPerCell, b.print())
t.Logf(b.print())
}

routed[tablets[0].Tablet.Alias.Uid]++
routed[th.Tablet.Alias.Uid]++
}
}

Expand Down Expand Up @@ -334,37 +334,37 @@ func TestTopologyChanged(t *testing.T) {
tablets = tablets[0:2]

for i := 0; i < N; i++ {
b.ShuffleTablets(target, tablets)
th := b.Pick(target, tablets)
allocation, totalAllocation := b.getAllocation(target, tablets)

if totalAllocation != ALLOCATION/2 {
t.Errorf("totalAllocation mismatch %s", b.print())
}

if allocation[allTablets[0].Tablet.Alias.Uid] != ALLOCATION/4 {
if allocation[th.Tablet.Alias.Uid] != ALLOCATION/4 {
t.Errorf("allocation mismatch %s, cell %s", b.print(), allTablets[0].Tablet.Alias.Cell)
}

if tablets[0].Tablet.Alias.Cell != "a" {
if th.Tablet.Alias.Cell != "a" {
t.Errorf("shuffle promoted wrong tablet from cell %s", tablets[0].Tablet.Alias.Cell)
}
}

// Run again with the full topology. Now traffic should go to cell b
for i := 0; i < N; i++ {
b.ShuffleTablets(target, allTablets)
th := b.Pick(target, allTablets)

allocation, totalAllocation := b.getAllocation(target, allTablets)

if totalAllocation != ALLOCATION/2 {
t.Errorf("totalAllocation mismatch %s", b.print())
}

if allocation[allTablets[0].Tablet.Alias.Uid] != ALLOCATION/4 {
if allocation[th.Tablet.Alias.Uid] != ALLOCATION/4 {
t.Errorf("allocation mismatch %s, cell %s", b.print(), allTablets[0].Tablet.Alias.Cell)
}

if allTablets[0].Tablet.Alias.Cell != "b" {
if th.Tablet.Alias.Cell != "b" {
t.Errorf("shuffle promoted wrong tablet from cell %s", allTablets[0].Tablet.Alias.Cell)
}
}
Expand Down

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