milvus/internal/util/paramtable/quota_param.go
bigsheeper 99df2d9b54
Add binlogSize and ttDelay metrics monitor (#19872)
Signed-off-by: bigsheeper <yihao.dai@zilliz.com>

Signed-off-by: bigsheeper <yihao.dai@zilliz.com>
2022-10-19 15:13:26 +08:00

598 lines
18 KiB
Go

// Licensed to the LF AI & Data foundation under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you 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 paramtable
import (
"math"
"sync"
"time"
"go.uber.org/zap"
"github.com/milvus-io/milvus/internal/log"
)
const (
// defaultMax is the default unlimited rate or threshold.
defaultMax = float64(math.MaxFloat64)
// MBSize used to convert megabytes and bytes.
MBSize = 1024.0 * 1024.0
// defaultDiskQuotaInMB is the default disk quota in megabytes.
defaultDiskQuotaInMB = defaultMax / MBSize
// defaultMin is the default minimal rate.
defaultMin = float64(0)
// defaultLowWaterLevel is the default memory low water level.
defaultLowWaterLevel = float64(0.85)
// defaultHighWaterLevel is the default memory low water level.
defaultHighWaterLevel = float64(0.95)
)
// quotaConfig is configuration for quota and limitations.
type quotaConfig struct {
Base *BaseTable
once sync.Once
QuotaAndLimitsEnabled bool
QuotaCenterCollectInterval float64
// ddl
DDLLimitEnabled bool
DDLCollectionRate float64
DDLPartitionRate float64
IndexLimitEnabled bool
MaxIndexRate float64
FlushLimitEnabled bool
MaxFlushRate float64
CompactionLimitEnabled bool
MaxCompactionRate float64
// dml
DMLLimitEnabled bool
DMLMaxInsertRate float64
DMLMinInsertRate float64
DMLMaxDeleteRate float64
DMLMinDeleteRate float64
DMLMaxBulkLoadRate float64
DMLMinBulkLoadRate float64
// dql
DQLLimitEnabled bool
DQLMaxSearchRate float64
DQLMinSearchRate float64
DQLMaxQueryRate float64
DQLMinQueryRate float64
// limits
MaxCollectionNum int
// limit writing
ForceDenyWriting bool
TtProtectionEnabled bool
MaxTimeTickDelay time.Duration
MemProtectionEnabled bool
DataNodeMemoryLowWaterLevel float64
DataNodeMemoryHighWaterLevel float64
QueryNodeMemoryLowWaterLevel float64
QueryNodeMemoryHighWaterLevel float64
DiskProtectionEnabled bool
DiskQuota float64
// limit reading
ForceDenyReading bool
QueueProtectionEnabled bool
NQInQueueThreshold int64
QueueLatencyThreshold float64
ResultProtectionEnabled bool
MaxReadResultRate float64
CoolOffSpeed float64
}
func (p *quotaConfig) init(base *BaseTable) {
p.Base = base
p.initQuotaAndLimitsEnabled()
p.initQuotaCenterCollectInterval()
// ddl
p.initDDLLimitEnabled()
p.initDDLCollectionRate()
p.initDDLPartitionRate()
p.initIndexLimitEnabled()
p.initMaxIndexRate()
p.initFlushLimitEnabled()
p.initMaxFlushRate()
p.initCompactionLimitEnabled()
p.initMaxCompactionRate()
// dml
p.initDMLLimitEnabled()
p.initDMLMaxInsertRate()
p.initDMLMinInsertRate()
p.initDMLMaxDeleteRate()
p.initDMLMinDeleteRate()
p.initDMLMaxBulkLoadRate()
p.initDMLMinBulkLoadRate()
// dql
p.initDQLLimitEnabled()
p.initDQLMaxSearchRate()
p.initDQLMinSearchRate()
p.initDQLMaxQueryRate()
p.initDQLMinQueryRate()
// limits
p.initMaxCollectionNum()
// limit writing
p.initForceDenyWriting()
p.initTtProtectionEnabled()
p.initMaxTimeTickDelay()
p.initMemProtectionEnabled()
p.initDataNodeMemoryLowWaterLevel()
p.initDataNodeMemoryHighWaterLevel()
p.initQueryNodeMemoryLowWaterLevel()
p.initQueryNodeMemoryHighWaterLevel()
p.initDiskProtectionEnabled()
p.initDiskQuota()
// limit reading
p.initForceDenyReading()
p.initQueueProtectionEnabled()
p.initNQInQueueThreshold()
p.initQueueLatencyThreshold()
p.initResultProtectionEnabled()
p.initMaxReadResultRate()
p.initCoolOffSpeed()
}
func (p *quotaConfig) initQuotaAndLimitsEnabled() {
p.QuotaAndLimitsEnabled = p.Base.ParseBool("quotaAndLimits.enabled", false)
}
func (p *quotaConfig) initQuotaCenterCollectInterval() {
const defaultInterval = 3.0
p.QuotaCenterCollectInterval = p.Base.ParseFloatWithDefault("quotaAndLimits.quotaCenterCollectInterval", defaultInterval)
// (0 ~ 65536)
if p.QuotaCenterCollectInterval <= 0 || p.QuotaCenterCollectInterval >= 65536 {
p.QuotaCenterCollectInterval = defaultInterval
}
}
func (p *quotaConfig) initDDLLimitEnabled() {
p.DDLLimitEnabled = p.Base.ParseBool("quotaAndLimits.ddl.enabled", false)
}
func (p *quotaConfig) initDDLCollectionRate() {
if !p.DDLLimitEnabled {
p.DDLCollectionRate = defaultMax
return
}
p.DDLCollectionRate = p.Base.ParseFloatWithDefault("quotaAndLimits.ddl.collectionRate", defaultMax)
// [0 ~ Inf)
if p.DDLCollectionRate < 0 {
p.DDLCollectionRate = defaultMax
}
}
func (p *quotaConfig) initDDLPartitionRate() {
if !p.DDLLimitEnabled {
p.DDLPartitionRate = defaultMax
return
}
p.DDLPartitionRate = p.Base.ParseFloatWithDefault("quotaAndLimits.ddl.partitionRate", defaultMax)
// [0 ~ Inf)
if p.DDLPartitionRate < 0 {
p.DDLPartitionRate = defaultMax
}
}
func (p *quotaConfig) initIndexLimitEnabled() {
p.IndexLimitEnabled = p.Base.ParseBool("quotaAndLimits.indexRate.enabled", false)
}
func (p *quotaConfig) initMaxIndexRate() {
if !p.IndexLimitEnabled {
p.MaxIndexRate = defaultMax
return
}
p.MaxIndexRate = p.Base.ParseFloatWithDefault("quotaAndLimits.indexRate.max", defaultMax)
// [0 ~ Inf)
if p.MaxIndexRate < 0 {
p.MaxIndexRate = defaultMax
}
}
func (p *quotaConfig) initFlushLimitEnabled() {
p.FlushLimitEnabled = p.Base.ParseBool("quotaAndLimits.flushRate.enabled", false)
}
func (p *quotaConfig) initMaxFlushRate() {
if !p.FlushLimitEnabled {
p.MaxFlushRate = defaultMax
return
}
p.MaxFlushRate = p.Base.ParseFloatWithDefault("quotaAndLimits.flushRate.max", defaultMax)
// [0 ~ Inf)
if p.MaxFlushRate < 0 {
p.MaxFlushRate = defaultMax
}
}
func (p *quotaConfig) initCompactionLimitEnabled() {
p.CompactionLimitEnabled = p.Base.ParseBool("quotaAndLimits.compactionRate.enabled", false)
}
func (p *quotaConfig) initMaxCompactionRate() {
if !p.CompactionLimitEnabled {
p.MaxCompactionRate = defaultMax
return
}
p.MaxCompactionRate = p.Base.ParseFloatWithDefault("quotaAndLimits.compactionRate.max", defaultMax)
// [0 ~ Inf)
if p.MaxCompactionRate < 0 {
p.MaxCompactionRate = defaultMax
}
}
func megaBytes2Bytes(f float64) float64 {
return f * MBSize
}
func (p *quotaConfig) checkMinMaxLegal(min, max float64) bool {
if min > max {
log.Warn("init QuotaConfig failed, max/high must be greater than or equal to min/low, use default values",
zap.Float64("min", min), zap.Float64("max", max), zap.Float64("defaultMin", defaultMin), zap.Float64("defaultMax", defaultMax))
return false
}
return true
}
func (p *quotaConfig) initDMLLimitEnabled() {
p.DMLLimitEnabled = p.Base.ParseBool("quotaAndLimits.dml.enabled", false)
}
func (p *quotaConfig) initDMLMaxInsertRate() {
if !p.DMLLimitEnabled {
p.DMLMaxInsertRate = defaultMax
return
}
p.DMLMaxInsertRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dml.insertRate.max", defaultMax)
if math.Abs(p.DMLMaxInsertRate-defaultMax) > 0.001 { // maxRate != defaultMax
p.DMLMaxInsertRate = megaBytes2Bytes(p.DMLMaxInsertRate)
}
// [0, inf)
if p.DMLMaxInsertRate < 0 {
p.DMLMaxInsertRate = defaultMax
}
}
func (p *quotaConfig) initDMLMinInsertRate() {
if !p.DMLLimitEnabled {
p.DMLMinInsertRate = defaultMin
return
}
p.DMLMinInsertRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dml.insertRate.min", defaultMin)
p.DMLMinInsertRate = megaBytes2Bytes(p.DMLMinInsertRate)
// [0, inf)
if p.DMLMinInsertRate < 0 {
p.DMLMinInsertRate = defaultMin
}
if !p.checkMinMaxLegal(p.DMLMinInsertRate, p.DMLMaxInsertRate) {
p.DMLMinInsertRate = defaultMin
p.DMLMaxInsertRate = defaultMax
}
}
func (p *quotaConfig) initDMLMaxDeleteRate() {
if !p.DMLLimitEnabled {
p.DMLMaxDeleteRate = defaultMax
return
}
p.DMLMaxDeleteRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dml.deleteRate.max", defaultMax)
if math.Abs(p.DMLMaxDeleteRate-defaultMax) > 0.001 { // maxRate != defaultMax
p.DMLMaxDeleteRate = megaBytes2Bytes(p.DMLMaxDeleteRate)
}
// [0, inf)
if p.DMLMaxDeleteRate < 0 {
p.DMLMaxDeleteRate = defaultMax
}
}
func (p *quotaConfig) initDMLMinDeleteRate() {
if !p.DMLLimitEnabled {
p.DMLMinDeleteRate = defaultMin
return
}
p.DMLMinDeleteRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dml.deleteRate.min", defaultMin)
p.DMLMinDeleteRate = megaBytes2Bytes(p.DMLMinDeleteRate)
// [0, inf)
if p.DMLMinDeleteRate < 0 {
p.DMLMinDeleteRate = defaultMin
}
if !p.checkMinMaxLegal(p.DMLMinDeleteRate, p.DMLMaxDeleteRate) {
p.DMLMinDeleteRate = defaultMin
p.DMLMaxDeleteRate = defaultMax
}
}
func (p *quotaConfig) initDMLMaxBulkLoadRate() {
if !p.DMLLimitEnabled {
p.DMLMaxBulkLoadRate = defaultMax
return
}
p.DMLMaxBulkLoadRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dml.bulkLoadRate.max", defaultMax)
if math.Abs(p.DMLMaxBulkLoadRate-defaultMax) > 0.001 { // maxRate != defaultMax
p.DMLMaxBulkLoadRate = megaBytes2Bytes(p.DMLMaxBulkLoadRate)
}
// [0, inf)
if p.DMLMaxBulkLoadRate < 0 {
p.DMLMaxBulkLoadRate = defaultMax
}
}
func (p *quotaConfig) initDMLMinBulkLoadRate() {
if !p.DMLLimitEnabled {
p.DMLMinBulkLoadRate = defaultMin
return
}
p.DMLMinBulkLoadRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dml.bulkLoadRate.min", defaultMin)
p.DMLMinBulkLoadRate = megaBytes2Bytes(p.DMLMinBulkLoadRate)
// [0, inf)
if p.DMLMinBulkLoadRate < 0 {
p.DMLMinBulkLoadRate = defaultMin
}
if !p.checkMinMaxLegal(p.DMLMinBulkLoadRate, p.DMLMaxBulkLoadRate) {
p.DMLMinBulkLoadRate = defaultMin
p.DMLMaxBulkLoadRate = defaultMax
}
}
func (p *quotaConfig) initDQLLimitEnabled() {
p.DQLLimitEnabled = p.Base.ParseBool("quotaAndLimits.dql.enabled", false)
}
func (p *quotaConfig) initDQLMaxSearchRate() {
if !p.DQLLimitEnabled {
p.DQLMaxSearchRate = defaultMax
return
}
p.DQLMaxSearchRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dql.searchRate.max", defaultMax)
// [0, inf)
if p.DQLMaxSearchRate < 0 {
p.DQLMaxSearchRate = defaultMax
}
}
func (p *quotaConfig) initDQLMinSearchRate() {
if !p.DQLLimitEnabled {
p.DQLMinSearchRate = defaultMin
return
}
p.DQLMinSearchRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dql.searchRate.min", defaultMin)
// [0, inf)
if p.DQLMinSearchRate < 0 {
p.DQLMinSearchRate = defaultMin
}
if !p.checkMinMaxLegal(p.DQLMinSearchRate, p.DQLMaxSearchRate) {
p.DQLMinSearchRate = defaultMax
p.DQLMaxSearchRate = defaultMax
}
}
func (p *quotaConfig) initDQLMaxQueryRate() {
if !p.DQLLimitEnabled {
p.DQLMaxQueryRate = defaultMax
return
}
p.DQLMaxQueryRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dql.queryRate.max", defaultMax)
// [0, inf)
if p.DQLMaxQueryRate < 0 {
p.DQLMaxQueryRate = defaultMax
}
}
func (p *quotaConfig) initDQLMinQueryRate() {
if !p.DQLLimitEnabled {
p.DQLMinQueryRate = defaultMin
return
}
p.DQLMinQueryRate = p.Base.ParseFloatWithDefault("quotaAndLimits.dql.queryRate.min", defaultMin)
// [0, inf)
if p.DQLMinQueryRate < 0 {
p.DQLMinQueryRate = defaultMin
}
if !p.checkMinMaxLegal(p.DQLMinQueryRate, p.DQLMaxQueryRate) {
p.DQLMinQueryRate = defaultMin
p.DQLMaxQueryRate = defaultMax
}
}
func (p *quotaConfig) initMaxCollectionNum() {
p.MaxCollectionNum = p.Base.ParseIntWithDefault("quotaAndLimits.limits.collection.maxNum", 64)
}
func (p *quotaConfig) initForceDenyWriting() {
p.ForceDenyWriting = p.Base.ParseBool("quotaAndLimits.limitWriting.forceDeny", false)
}
func (p *quotaConfig) initTtProtectionEnabled() {
p.TtProtectionEnabled = p.Base.ParseBool("quotaAndLimits.limitWriting.ttProtection.enabled", true)
}
func (p *quotaConfig) initMaxTimeTickDelay() {
if !p.TtProtectionEnabled {
p.MaxTimeTickDelay = math.MaxInt64
return
}
const defaultMaxTtDelay = 30.0
delay := p.Base.ParseFloatWithDefault("quotaAndLimits.limitWriting.ttProtection.maxTimeTickDelay", defaultMaxTtDelay)
// (0, 65536)
if delay <= 0 || delay >= 65536 {
delay = defaultMaxTtDelay
}
p.MaxTimeTickDelay = time.Duration(delay * float64(time.Second))
}
func (p *quotaConfig) initMemProtectionEnabled() {
p.MemProtectionEnabled = p.Base.ParseBool("quotaAndLimits.limitWriting.memProtection.enabled", true)
}
func (p *quotaConfig) initDataNodeMemoryLowWaterLevel() {
if !p.MemProtectionEnabled {
return
}
p.DataNodeMemoryLowWaterLevel = p.Base.ParseFloatWithDefault("quotaAndLimits.limitWriting.memProtection.dataNodeMemoryLowWaterLevel", defaultLowWaterLevel)
// (0, 1]
if p.DataNodeMemoryLowWaterLevel <= 0 || p.DataNodeMemoryLowWaterLevel > 1 {
log.Warn("MemoryLowWaterLevel must in the range of `(0, 1]`, use default value", zap.Float64("low", p.DataNodeMemoryLowWaterLevel), zap.Float64("default", defaultLowWaterLevel))
p.DataNodeMemoryLowWaterLevel = defaultLowWaterLevel
}
}
func (p *quotaConfig) initDataNodeMemoryHighWaterLevel() {
if !p.MemProtectionEnabled {
p.DataNodeMemoryHighWaterLevel = 1
return
}
p.DataNodeMemoryHighWaterLevel = p.Base.ParseFloatWithDefault("quotaAndLimits.limitWriting.memProtection.dataNodeMemoryHighWaterLevel", defaultHighWaterLevel)
// (0, 1]
if p.DataNodeMemoryHighWaterLevel <= 0 || p.DataNodeMemoryHighWaterLevel > 1 {
log.Warn("MemoryLowWaterLevel must in the range of `(0, 1]`, use default value", zap.Float64("low", p.DataNodeMemoryHighWaterLevel), zap.Float64("default", defaultHighWaterLevel))
p.DataNodeMemoryHighWaterLevel = defaultHighWaterLevel
}
if !p.checkMinMaxLegal(p.DataNodeMemoryLowWaterLevel, p.DataNodeMemoryHighWaterLevel) {
p.DataNodeMemoryHighWaterLevel = defaultHighWaterLevel
p.DataNodeMemoryLowWaterLevel = defaultLowWaterLevel
}
}
func (p *quotaConfig) initQueryNodeMemoryLowWaterLevel() {
if !p.MemProtectionEnabled {
return
}
p.QueryNodeMemoryLowWaterLevel = p.Base.ParseFloatWithDefault("quotaAndLimits.limitWriting.memProtection.queryNodeMemoryLowWaterLevel", defaultLowWaterLevel)
// (0, 1]
if p.QueryNodeMemoryLowWaterLevel <= 0 || p.QueryNodeMemoryLowWaterLevel > 1 {
log.Warn("MemoryLowWaterLevel must in the range of `(0, 1]`, use default value", zap.Float64("low", p.QueryNodeMemoryLowWaterLevel), zap.Float64("default", defaultLowWaterLevel))
p.QueryNodeMemoryLowWaterLevel = defaultLowWaterLevel
}
}
func (p *quotaConfig) initQueryNodeMemoryHighWaterLevel() {
if !p.MemProtectionEnabled {
p.QueryNodeMemoryLowWaterLevel = defaultLowWaterLevel
return
}
p.QueryNodeMemoryHighWaterLevel = p.Base.ParseFloatWithDefault("quotaAndLimits.limitWriting.memProtection.queryNodeMemoryHighWaterLevel", defaultHighWaterLevel)
// (0, 1]
if p.QueryNodeMemoryHighWaterLevel <= 0 || p.QueryNodeMemoryHighWaterLevel > 1 {
log.Warn("MemoryLowWaterLevel must in the range of `(0, 1]`, use default value", zap.Float64("low", p.QueryNodeMemoryHighWaterLevel), zap.Float64("default", defaultHighWaterLevel))
p.QueryNodeMemoryHighWaterLevel = defaultHighWaterLevel
}
if !p.checkMinMaxLegal(p.QueryNodeMemoryLowWaterLevel, p.QueryNodeMemoryHighWaterLevel) {
p.QueryNodeMemoryHighWaterLevel = defaultHighWaterLevel
p.QueryNodeMemoryLowWaterLevel = defaultLowWaterLevel
}
}
func (p *quotaConfig) initDiskProtectionEnabled() {
p.DiskProtectionEnabled = p.Base.ParseBool("quotaAndLimits.limitWriting.diskProtection.enabled", true)
}
func (p *quotaConfig) initDiskQuota() {
if !p.DiskProtectionEnabled {
p.DiskQuota = defaultMax
return
}
p.DiskQuota = p.Base.ParseFloatWithDefault("quotaAndLimits.limitWriting.diskProtection.diskQuota", defaultDiskQuotaInMB)
// (0, +inf)
if p.DiskQuota <= 0 {
p.DiskQuota = defaultDiskQuotaInMB
}
if p.DiskQuota < defaultDiskQuotaInMB {
log.Debug("init disk quota", zap.Float64("diskQuota(MB)", p.DiskQuota))
} else {
log.Debug("init disk quota", zap.String("diskQuota(MB)", "+inf"))
}
// megabytes to bytes
p.DiskQuota = megaBytes2Bytes(p.DiskQuota)
}
func (p *quotaConfig) initForceDenyReading() {
p.ForceDenyReading = p.Base.ParseBool("quotaAndLimits.limitReading.forceDeny", false)
}
func (p *quotaConfig) initQueueProtectionEnabled() {
p.QueueProtectionEnabled = p.Base.ParseBool("quotaAndLimits.limitReading.queueProtection.enabled", false)
}
func (p *quotaConfig) initNQInQueueThreshold() {
if !p.QueueProtectionEnabled {
p.NQInQueueThreshold = math.MaxInt64
return
}
p.NQInQueueThreshold = p.Base.ParseInt64WithDefault("quotaAndLimits.limitReading.queueProtection.nqInQueueThreshold", math.MaxInt64)
// [0, inf)
if p.NQInQueueThreshold < 0 {
p.NQInQueueThreshold = math.MaxInt64
}
}
func (p *quotaConfig) initQueueLatencyThreshold() {
if !p.QueueProtectionEnabled {
p.QueueLatencyThreshold = defaultMax
return
}
p.QueueLatencyThreshold = p.Base.ParseFloatWithDefault("quotaAndLimits.limitReading.queueProtection.queueLatencyThreshold", defaultMax)
// [0, inf)
if p.QueueLatencyThreshold < 0 {
p.QueueLatencyThreshold = defaultMax
}
}
func (p *quotaConfig) initResultProtectionEnabled() {
p.ResultProtectionEnabled = p.Base.ParseBool("quotaAndLimits.limitReading.resultProtection.enabled", false)
}
func (p *quotaConfig) initMaxReadResultRate() {
if !p.ResultProtectionEnabled {
p.MaxReadResultRate = defaultMax
return
}
p.MaxReadResultRate = p.Base.ParseFloatWithDefault("quotaAndLimits.limitReading.resultProtection.maxReadResultRate", defaultMax)
if math.Abs(p.MaxReadResultRate-defaultMax) > 0.001 { // maxRate != defaultMax
p.MaxReadResultRate = megaBytes2Bytes(p.MaxReadResultRate)
}
// [0, inf)
if p.MaxReadResultRate < 0 {
p.MaxReadResultRate = defaultMax
}
}
func (p *quotaConfig) initCoolOffSpeed() {
const defaultSpeed = 0.9
p.CoolOffSpeed = defaultSpeed
p.CoolOffSpeed = p.Base.ParseFloatWithDefault("quotaAndLimits.limitReading.coolOffSpeed", defaultSpeed)
// (0, 1]
if p.CoolOffSpeed <= 0 || p.CoolOffSpeed > 1 {
log.Warn("CoolOffSpeed must in the range of `(0, 1]`, use default value", zap.Float64("speed", p.CoolOffSpeed), zap.Float64("default", defaultSpeed))
p.CoolOffSpeed = defaultSpeed
}
}