Created
March 17, 2016 07:26
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import Foundation | |
import ReactiveCocoa | |
//: # Backoff | |
//: ## Retry with backoff operator | |
extension SignalProducerType { | |
func retryWithBackoff<S: SequenceType where S.Generator.Element == NSTimeInterval>(strategy: S) -> SignalProducer<Value, Error> { | |
var generator = strategy.generate() | |
guard let timeout = generator.next() else { | |
return producer | |
} | |
return flatMapError { _ -> SignalProducer<Value, Error> in | |
return timer(timeout, onScheduler: QueueScheduler.mainQueueScheduler) | |
.take(1) | |
.promoteErrors(Error) | |
.then(self.retryWithBackoff(GeneratorSequence(generator))) | |
} | |
} | |
} | |
//: ## Backoff strategy sequences | |
struct ExponentialSequence: SequenceType { | |
func generate() -> AnyGenerator<NSTimeInterval> { | |
var i = -1 | |
return AnyGenerator { | |
i += 1 | |
return pow(2, NSTimeInterval(i)) | |
} | |
} | |
} | |
struct FibonnaciSequence: SequenceType { | |
func generate() -> AnyGenerator<NSTimeInterval> { | |
var a: NSTimeInterval = 0 | |
var b: NSTimeInterval = 1 | |
return AnyGenerator { | |
let next = b + a | |
a = b | |
b = next | |
return a | |
} | |
} | |
} | |
struct JitterSequence<S: SequenceType where S.Generator.Element == NSTimeInterval>: SequenceType { | |
let coefficient: Double | |
let underlyingSequence: S | |
init(_ underlyingSequence: S, coefficient: Double = 0.33) { | |
self.underlyingSequence = underlyingSequence | |
self.coefficient = coefficient | |
} | |
func generate() -> AnyGenerator<NSTimeInterval> { | |
var underlyingGenerator = underlyingSequence.generate() | |
return AnyGenerator { | |
return underlyingGenerator.next().map(self.jitter) | |
} | |
} | |
private func jitter(interval: NSTimeInterval) -> NSTimeInterval { | |
let millisecondInterval = interval * 1000 | |
let millisecondJitterRange = UInt32(millisecondInterval * coefficient) | |
let millisecondJitter = NSTimeInterval(millisecondJitterRange) - NSTimeInterval(arc4random_uniform(millisecondJitterRange * 2)) | |
return (millisecondInterval + millisecondJitter) / 1000 | |
} | |
} | |
//: ## Demo | |
enum MyError: ErrorType { | |
case Foo | |
} | |
func failProducer(logString logString: String, numFails: Int = .max) -> SignalProducer<(), MyError> { | |
var numLeft = numFails | |
return SignalProducer<(), MyError> { observer, _ in | |
NSLog(logString) | |
if numLeft == 0 { | |
observer.sendNext(()) | |
observer.sendCompleted() | |
} else { | |
observer.sendFailed(MyError.Foo) | |
} | |
numLeft -= 1 | |
} | |
} | |
failProducer(logString: "Starting Linear", numFails: 3) | |
.retryWithBackoff(Array(count: 5, repeatedValue: 0.5)) | |
.start({ NSLog("Linear: \($0)") }) | |
let exponential = ExponentialSequence() | |
let jitterExponential = JitterSequence(exponential) | |
failProducer(logString: "Starting Exponential", numFails: 3) | |
.retryWithBackoff(jitterExponential) | |
.start({ NSLog("Exponential: \($0)") }) | |
let fibonnaci = FibonnaciSequence() | |
let jitterFibonnaci = JitterSequence(fibonnaci) | |
failProducer(logString: "Starting Fibonacci") | |
.retryWithBackoff(jitterFibonnaci.prefix(10)) | |
.start({ NSLog("Fibonacci: \($0)") }) | |
import XCPlayground | |
XCPlaygroundPage.currentPage.needsIndefiniteExecution = true |
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Note that this code will fail to compile with Swift 2.3 in Release due to this https://bugs.swift.org/browse/SR-3539