RxJava to Kotlin Flow: Throttling
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package by.krossovochkin.testflow | |
import io.reactivex.Observable | |
import io.reactivex.schedulers.Schedulers.computation | |
import kotlinx.coroutines.* | |
import kotlinx.coroutines.channels.Channel | |
import kotlinx.coroutines.channels.ReceiveChannel | |
import kotlinx.coroutines.channels.produce | |
import kotlinx.coroutines.flow.* | |
import kotlinx.coroutines.selects.select | |
import org.junit.Test | |
import java.util.* | |
import java.util.concurrent.CountDownLatch | |
import java.util.concurrent.TimeUnit | |
class Throttle { | |
@Test | |
fun testFlows() { | |
testFlow { debounce(1000) } // 3 4 5 7 9 | |
testFlow { throttleFirstJava(1000) } // 1 4 5 6 8 | |
testFlow { sample(1000) } // 3 4 5 7 | |
testFlow { throttleLatestKotlin(1000) } // 1 3 4 5 6 7 | |
testFlow { throttleLatestJava(1000) } // 1 3 4 5 6 7 | |
} | |
@Test | |
fun testObservables() { | |
testObservable { debounce(1000, TimeUnit.MILLISECONDS) } // 3 4 5 7 9 | |
testObservable { throttleFirst(1000, TimeUnit.MILLISECONDS) } // 1 4 5 6 8 | |
testObservable { throttleLast(1000, TimeUnit.MILLISECONDS) } // 3 4 5 7 | |
testObservable { throttleLatest(1000, TimeUnit.MILLISECONDS) } // 1 3 4 5 6 7 | |
} | |
private fun testFlow(operator: Flow<Int>.() -> Flow<Int>) { | |
val latch = CountDownLatch(1) | |
val result = StringBuffer() | |
CoroutineScope(Job() + Dispatchers.Default).launch { | |
myFlow() | |
.operator() | |
.onCompletion { latch.countDown() } | |
.collect { result.append(it).append(" ") } | |
} | |
latch.await() | |
println("$result") | |
} | |
private fun testObservable(operator: Observable<Int>.() -> Observable<Int>) { | |
val latch = CountDownLatch(1) | |
val result = StringBuffer() | |
observable() | |
.operator() | |
.doOnComplete { latch.countDown() } | |
.subscribeOn(computation()) | |
.subscribe { result.append(it).append(" ") } | |
latch.await() | |
println("$result") | |
} | |
private fun myFlow(): Flow<Int> { | |
return flow { | |
emit(1) | |
delay(90) | |
emit(2) | |
delay(90) | |
emit(3) | |
delay(1010) | |
emit(4) | |
delay(1010) | |
emit(5) | |
delay(2000) | |
emit(6) | |
delay(90) | |
emit(7) | |
delay(1010) | |
emit(8) | |
delay(80) | |
emit(9) | |
} | |
} | |
private fun observable(): Observable<Int> { | |
return Observable.create { emitter -> | |
emitter.onNext(1) | |
Thread.sleep(90) | |
emitter.onNext(2) | |
Thread.sleep(90) | |
emitter.onNext(3) | |
Thread.sleep(1010) | |
emitter.onNext(4) | |
Thread.sleep(1010) | |
emitter.onNext(5) | |
Thread.sleep(2000) | |
emitter.onNext(6) | |
Thread.sleep(90) | |
emitter.onNext(7) | |
Thread.sleep(1010) | |
emitter.onNext(8) | |
Thread.sleep(80) | |
emitter.onNext(9) | |
emitter.onComplete() | |
} | |
} | |
fun <T> Flow<T>.throttleFirstJava(periodMillis: Long): Flow<T> { | |
require(periodMillis > 0) { "period should be positive" } | |
return flow { | |
var lastTime = 0L | |
collect { value -> | |
val currentTime = System.currentTimeMillis() | |
if (currentTime - lastTime >= periodMillis) { | |
lastTime = currentTime | |
emit(value) | |
} | |
} | |
} | |
} | |
fun <T> Flow<T>.throttleLatestJava(periodMillis: Long): Flow<T> { | |
return channelFlow { | |
var lastValue: T? | |
var timer: Timer? = null | |
onCompletion { timer?.cancel() } | |
collect { value -> | |
lastValue = value | |
if (timer == null) { | |
timer = Timer() | |
timer?.scheduleAtFixedRate( | |
object : TimerTask() { | |
override fun run() { | |
val value = lastValue | |
lastValue = null | |
if (value != null) { | |
launch { | |
send(value as T) | |
} | |
} else { | |
timer?.cancel() | |
timer = null | |
} | |
} | |
}, | |
0, | |
periodMillis | |
) | |
} | |
} | |
} | |
} | |
@ExperimentalCoroutinesApi | |
fun <T> Flow<T>.throttleLatestKotlin(periodMillis: Long): Flow<T> { | |
require(periodMillis > 0) { "period should be positive" } | |
return channelFlow { | |
val done = Any() | |
val values = produce(capacity = Channel.CONFLATED) { | |
collect { value -> send(value) } | |
} | |
var lastValue: Any? = null | |
val ticker = Ticker(periodMillis) | |
while (lastValue !== done) { | |
select<Unit> { | |
values.onReceiveOrNull { | |
if (it == null) { | |
ticker.cancel() | |
lastValue = done | |
} else { | |
lastValue = it | |
if (!ticker.isStarted) { | |
ticker.start(this@channelFlow) | |
} | |
} | |
} | |
ticker.getTicker().onReceive { | |
if (lastValue !== null) { | |
val value = lastValue | |
lastValue = null | |
send(value as T) | |
} else { | |
ticker.stop() | |
} | |
} | |
} | |
} | |
} | |
} | |
class Ticker(private val delay: Long) { | |
private var channel: ReceiveChannel<Unit> = Channel() | |
var isStarted: Boolean = false | |
private set | |
fun getTicker(): ReceiveChannel<Unit> { | |
return channel | |
} | |
fun start(scope: CoroutineScope) { | |
isStarted = true | |
channel.cancel() | |
channel = scope.produce(capacity = 0) { | |
while (true) { | |
channel.send(Unit) | |
delay(delay) | |
} | |
} | |
} | |
fun stop() { | |
isStarted = false | |
channel.cancel() | |
channel = Channel() | |
} | |
fun cancel() { | |
isStarted = false | |
channel.cancel() | |
} | |
} | |
} |
@sosite try check imports
import kotlinx.coroutines.flow.collect
- this should be added
Ok, by default I haven't this import. Thanks :)
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collect
is an "InternalCoroutinesApi" so lint mark this implementations as errors :/