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balancer/weightedroundrobin: add load balancing policy
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dfawley committed May 2, 2023
1 parent 67b22a4 commit 7dfba4d
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Showing 8 changed files with 1,296 additions and 15 deletions.
493 changes: 493 additions & 0 deletions balancer/weightedroundrobin/balancer.go

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580 changes: 580 additions & 0 deletions balancer/weightedroundrobin/balancer_test.go

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38 changes: 38 additions & 0 deletions balancer/weightedroundrobin/config.go
@@ -0,0 +1,38 @@
/*
*
* Copyright 2023 gRPC authors.
*
* 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 weightedroundrobin

import (
"time"

"google.golang.org/grpc/serviceconfig"
)

type lbConfig struct {
serviceconfig.LoadBalancingConfig `json:"-"`

EnableOOBLoadReport bool `json:"enableOobLoadReport,omitempty"`
OOBReportingPeriod time.Duration `json:"oobReportingPeriod,omitempty"`
BlackoutPeriod time.Duration `json:"blackoutPeriod,omitempty"`
WeightExpirationPeriod time.Duration `json:"weightExpirationPeriod,omitempty"`
WeightUpdatePeriod time.Duration `json:"weightUpdatePeriod,omitempty"`
ErrorUtilizationPenalty float64 `json:"errorUtilizationPenalty,omitempty"`
}

type LBConfigForTesting = lbConfig

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23 changes: 23 additions & 0 deletions balancer/weightedroundrobin/internal/internal.go
@@ -0,0 +1,23 @@
/*
*
* Copyright 2023 gRPC authors.
*
* 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 internal

// AllowAnyWeightUpdatePeriod permits any setting of WeightUpdatePeriod for
// testing. Normally a minimum of 100ms is applied.
var AllowAnyWeightUpdatePeriod bool
34 changes: 34 additions & 0 deletions balancer/weightedroundrobin/logging.go
@@ -0,0 +1,34 @@
/*
*
* Copyright 2023 gRPC authors.
*
* 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 weightedroundrobin

import (
"fmt"

"google.golang.org/grpc/grpclog"
internalgrpclog "google.golang.org/grpc/internal/grpclog"
)

const prefix = "[weighted-round-robin-lb %p] "

var logger = grpclog.Component("xds")

func prefixLogger(p *wrrBalancer) *internalgrpclog.PrefixLogger {
return internalgrpclog.NewPrefixLogger(logger, fmt.Sprintf(prefix, p))
}
119 changes: 119 additions & 0 deletions balancer/weightedroundrobin/scheduler.go
@@ -0,0 +1,119 @@
/*
*
* Copyright 2023 gRPC authors.
*
* 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 weightedroundrobin

import (
"math"
)

type scheduler interface {
nextIndex() int
}

func newScheduler(scWeights []float64, inc func() uint32) scheduler {
n := len(scWeights)
if n == 0 {
return nil
}
if n == 1 {
return &rrScheduler{numSCs: 1, inc: inc}
}
sum := float64(0)
numZero := 0
max := float64(0)
for _, w := range scWeights {
sum += w
if w > max {
max = w
}
if w == 0 {
numZero++
}
}
if numZero == n {
return &rrScheduler{numSCs: n, inc: inc}
}
unscaledMean := sum / float64(n-numZero)
scalingFactor := maxWeight / max
mean := uint16(math.Round(scalingFactor * unscaledMean))

weights := make([]uint16, n, n)
for i, w := range scWeights {
if w == 0 {
weights[i] = mean
} else {
weights[i] = uint16(math.Round(scalingFactor * w))
}
}

logger.Infof("using edf scheduler with weights: %v", weights)
return &edfScheduler{weights: weights, inc: inc}
}

const maxWeight = math.MaxUint16

type edfScheduler struct {
inc func() uint32
weights []uint16
}

// Returns the index in weights to choose.
func (s *edfScheduler) nextIndex() int {
const offset = maxWeight / 2

for {
idx := uint64(s.inc())

// The sequence number (idx) is split in two: the lower %n gives the
// index of the backend, and the rest gives the number of times we've
// iterated through all backends. `generation` is used to
// deterministically decide whether we pick or skip the backend on this
// iteration, in proportion to the backend's weight.

backendIndex := idx % uint64(len(s.weights))
generation := idx / uint64(len(s.weights))
weight := uint64(s.weights[backendIndex])

// We pick a backend `weight` times per `maxWeight` generations. The
// multiply and modulus ~evenly spread out the picks for a given
// backend between different generations. The offset by `backendIndex`
// helps to reduce the chance of multiple consecutive non-picks: if we
// have two consecutive backends with an equal, say, 80% weight of the
// max, with no offset we would see 1/5 generations that skipped both.
// TODO(b/190488683): add test for offset efficacy.
mod := uint64(weight*generation+backendIndex*offset) % maxWeight

if mod < maxWeight-weight {
continue
}
return int(backendIndex)
}
}

// A simple RR scheduler to use for fallback when all weights are zero or only
// one subconn exists.
type rrScheduler struct {
inc func() uint32
numSCs int
}

func (s *rrScheduler) nextIndex() int {
idx := int(s.inc())
return idx % s.numSCs
}
22 changes: 8 additions & 14 deletions balancer/weightedroundrobin/weightedroundrobin.go
Expand Up @@ -16,16 +16,20 @@
*
*/

// Package weightedroundrobin defines a weighted roundrobin balancer.
// Package weightedroundrobin provides an implementation of the weighted round
// robin LB policy, as defined in gRFC A58:
// https://github.com/grpc/proposal/blob/master/A58-client-side-weighted-round-robin-lb-policy.md
//
// # Experimental
//
// Notice: This package is EXPERIMENTAL and may be changed or removed in a
// later release.
package weightedroundrobin

import (
"google.golang.org/grpc/resolver"
)

// Name is the name of weighted_round_robin balancer.
const Name = "weighted_round_robin"

// attributeKey is the type used as the key to store AddrInfo in the
// BalancerAttributes field of resolver.Address.
type attributeKey struct{}
Expand All @@ -44,23 +48,13 @@ func (a AddrInfo) Equal(o interface{}) bool {

// SetAddrInfo returns a copy of addr in which the BalancerAttributes field is
// updated with addrInfo.
//
// # Experimental
//
// Notice: This API is EXPERIMENTAL and may be changed or removed in a
// later release.
func SetAddrInfo(addr resolver.Address, addrInfo AddrInfo) resolver.Address {
addr.BalancerAttributes = addr.BalancerAttributes.WithValue(attributeKey{}, addrInfo)
return addr
}

// GetAddrInfo returns the AddrInfo stored in the BalancerAttributes field of
// addr.
//
// # Experimental
//
// Notice: This API is EXPERIMENTAL and may be changed or removed in a
// later release.
func GetAddrInfo(addr resolver.Address) AddrInfo {
v := addr.BalancerAttributes.Value(attributeKey{})
ai, _ := v.(AddrInfo)
Expand Down
2 changes: 1 addition & 1 deletion xds/internal/balancer/clusterimpl/picker.go
Expand Up @@ -160,7 +160,7 @@ func (d *picker) Pick(info balancer.PickInfo) (balancer.PickResult, error) {
d.loadStore.CallFinished(lIDStr, info.Err)

load, ok := info.ServerLoad.(*v3orcapb.OrcaLoadReport)
if !ok {
if !ok || load == nil {
return
}
d.loadStore.CallServerLoad(lIDStr, serverLoadCPUName, load.CpuUtilization)
Expand Down

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