nwaku/waku/common/rate_limit/token_bucket.nim

183 lines
6.4 KiB
Nim

{.push raises: [].}
import chronos, std/math, std/options
const BUDGET_COMPENSATION_LIMIT_PERCENT = 0.25
## This is an extract from chronos/rate_limit.nim due to the found bug in the original implementation.
## Unfortunately that bug cannot be solved without harm the original features of TokenBucket class.
## So, this current shortcut is used to enable move ahead with nwaku rate limiter implementation.
## ref: https://github.com/status-im/nim-chronos/issues/500
##
## This version of TokenBucket is different from the original one in chronos/rate_limit.nim in many ways:
## - It has a new mode called `Compensating` which is the default mode.
## Compensation is calculated as the not used bucket capacity in the last measured period(s) in average.
## or up until maximum the allowed compansation treshold (Currently it is const 25%).
## Also compensation takes care of the proper time period calculation to avoid non-usage periods that can lead to
## overcompensation.
## - Strict mode is also available which will only replenish when time period is over but also will fill
## the bucket to the max capacity.
type
ReplenishMode* = enum
Strict
Compensating
TokenBucket* = ref object
budget: int ## Current number of tokens in the bucket
budgetCap: int ## Bucket capacity
lastTimeFull: Moment
## This timer measures the proper periodizaiton of the bucket refilling
fillDuration: Duration ## Refill period
case replenishMode*: ReplenishMode
of Strict:
## In strict mode, the bucket is refilled only till the budgetCap
discard
of Compensating:
## This is the default mode.
maxCompensation: float
func periodDistance(bucket: TokenBucket, currentTime: Moment): float =
## notice fillDuration cannot be zero by design
## period distance is a float number representing the calculated period time
## since the last time bucket was refilled.
return
nanoseconds(currentTime - bucket.lastTimeFull).float /
nanoseconds(bucket.fillDuration).float
func getUsageAverageSince(bucket: TokenBucket, distance: float): float =
if distance == 0.float:
## in case there is zero time difference than the usage percentage is 100%
return 1.0
## budgetCap can never be zero
## usage average is calculated as a percentage of total capacity available over
## the measured period
return bucket.budget.float / bucket.budgetCap.float / distance
proc calcCompensation(bucket: TokenBucket, averageUsage: float): int =
# if we already fully used or even overused the tokens, there is no place for compensation
if averageUsage >= 1.0:
return 0
## compensation is the not used bucket capacity in the last measured period(s) in average.
## or maximum the allowed compansation treshold
let compensationPercent =
min((1.0 - averageUsage) * bucket.budgetCap.float, bucket.maxCompensation)
return trunc(compensationPercent).int
func periodElapsed(bucket: TokenBucket, currentTime: Moment): bool =
return currentTime - bucket.lastTimeFull >= bucket.fillDuration
## Update will take place if bucket is empty and trying to consume tokens.
## It checks if the bucket can be replenished as refill duration is passed or not.
## - strict mode:
proc updateStrict(bucket: TokenBucket, currentTime: Moment) =
if bucket.fillDuration == default(Duration):
bucket.budget = min(bucket.budgetCap, bucket.budget)
return
if not periodElapsed(bucket, currentTime):
return
bucket.budget = bucket.budgetCap
bucket.lastTimeFull = currentTime
## - compensating - ballancing load:
## - between updates we calculate average load (current bucket capacity / number of periods till last update)
## - gives the percentage load used recently
## - with this we can replenish bucket up to 100% + calculated leftover from previous period (caped with max treshold)
proc updateWithCompensation(bucket: TokenBucket, currentTime: Moment) =
if bucket.fillDuration == default(Duration):
bucket.budget = min(bucket.budgetCap, bucket.budget)
return
# do not replenish within the same period
if not periodElapsed(bucket, currentTime):
return
let distance = bucket.periodDistance(currentTime)
let recentAvgUsage = bucket.getUsageAverageSince(distance)
let compensation = bucket.calcCompensation(recentAvgUsage)
bucket.budget = bucket.budgetCap + compensation
bucket.lastTimeFull = currentTime
proc update(bucket: TokenBucket, currentTime: Moment) =
if bucket.replenishMode == ReplenishMode.Compensating:
updateWithCompensation(bucket, currentTime)
else:
updateStrict(bucket, currentTime)
proc tryConsume*(bucket: TokenBucket, tokens: int, now = Moment.now()): bool =
## If `tokens` are available, consume them,
## Otherwhise, return false.
if bucket.budget >= bucket.budgetCap:
bucket.lastTimeFull = now
if bucket.budget >= tokens:
bucket.budget -= tokens
return true
bucket.update(now)
if bucket.budget >= tokens:
bucket.budget -= tokens
return true
else:
return false
proc replenish*(bucket: TokenBucket, tokens: int, now = Moment.now()) =
## Add `tokens` to the budget (capped to the bucket capacity)
bucket.budget += tokens
bucket.update(now)
proc new*(
T: type[TokenBucket],
budgetCap: int,
fillDuration: Duration = 1.seconds,
mode: ReplenishMode = ReplenishMode.Compensating,
): T =
assert not isZero(fillDuration)
assert budgetCap != 0
## Create different mode TokenBucket
case mode
of ReplenishMode.Strict:
return T(
budget: budgetCap,
budgetCap: budgetCap,
fillDuration: fillDuration,
lastTimeFull: Moment.now(),
replenishMode: mode,
)
of ReplenishMode.Compensating:
T(
budget: budgetCap,
budgetCap: budgetCap,
fillDuration: fillDuration,
lastTimeFull: Moment.now(),
replenishMode: mode,
maxCompensation: budgetCap.float * BUDGET_COMPENSATION_LIMIT_PERCENT,
)
proc newStrict*(T: type[TokenBucket], capacity: int, period: Duration): TokenBucket =
T.new(capacity, period, ReplenishMode.Strict)
proc newCompensating*(
T: type[TokenBucket], capacity: int, period: Duration
): TokenBucket =
T.new(capacity, period, ReplenishMode.Compensating)
func `$`*(b: TokenBucket): string {.inline.} =
if isNil(b):
return "nil"
return $b.budgetCap & "/" & $b.fillDuration
func `$`*(ob: Option[TokenBucket]): string {.inline.} =
if ob.isNone():
return "no-limit"
return $ob.get()