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authorSoufiane Jounaid <soufianejounaid@gmail.com>2021-05-09 15:45:32 +0200
committerFabian Mastenbroek <mail.fabianm@gmail.com>2021-05-09 16:13:43 +0200
commit1387e68a48a00758ae2634de6eb81944d565aec4 (patch)
tree282eb00897551320fea627ab934ff4e5bc194543 /opendc-serverless/opendc-serverless-service
parent4f1c48bf32ded0ce1277b6483bdac7ec489f055f (diff)
serverless: Add support for custom termination policies
This change adds support for custom termination policies for function instances. This allows the user to build different strategies for downscaling function instances after they become idle.
Diffstat (limited to 'opendc-serverless/opendc-serverless-service')
-rw-r--r--opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/ServerlessService.kt5
-rw-r--r--opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicy.kt36
-rw-r--r--opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicyFixed.kt65
-rw-r--r--opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicyNull.kt34
-rw-r--r--opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionDeployer.kt2
-rw-r--r--opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceListener.kt33
-rw-r--r--opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceState.kt5
-rw-r--r--opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/internal/ServerlessServiceImpl.kt20
-rw-r--r--opendc-serverless/opendc-serverless-service/src/test/kotlin/org/opendc/serverless/service/ServerlessServiceTest.kt22
9 files changed, 201 insertions, 21 deletions
diff --git a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/ServerlessService.kt b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/ServerlessService.kt
index a791c815..e2f135ae 100644
--- a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/ServerlessService.kt
+++ b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/ServerlessService.kt
@@ -24,6 +24,7 @@ package org.opendc.serverless.service
import io.opentelemetry.api.metrics.Meter
import org.opendc.serverless.api.ServerlessClient
+import org.opendc.serverless.service.autoscaler.FunctionTerminationPolicy
import org.opendc.serverless.service.deployer.FunctionDeployer
import org.opendc.serverless.service.internal.ServerlessServiceImpl
import org.opendc.serverless.service.router.RoutingPolicy
@@ -53,6 +54,7 @@ public interface ServerlessService : AutoCloseable {
* @param meter The meter to report metrics to.
* @param deployer the [FunctionDeployer] to use for deploying function instances.
* @param routingPolicy The policy to route function invocations.
+ * @param terminationPolicy The policy for terminating function instances.
*/
public operator fun invoke(
context: CoroutineContext,
@@ -60,8 +62,9 @@ public interface ServerlessService : AutoCloseable {
meter: Meter,
deployer: FunctionDeployer,
routingPolicy: RoutingPolicy,
+ terminationPolicy: FunctionTerminationPolicy,
): ServerlessService {
- return ServerlessServiceImpl(context, clock, meter, deployer, routingPolicy)
+ return ServerlessServiceImpl(context, clock, meter, deployer, routingPolicy, terminationPolicy)
}
}
}
diff --git a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicy.kt b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicy.kt
new file mode 100644
index 00000000..25df10a6
--- /dev/null
+++ b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicy.kt
@@ -0,0 +1,36 @@
+/*
+ * Copyright (c) 2021 AtLarge Research
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+package org.opendc.serverless.service.autoscaler
+
+import org.opendc.serverless.service.deployer.FunctionInstance
+import org.opendc.serverless.service.deployer.FunctionInstanceListener
+
+/**
+ * A management policy that is responsible for downscaling the active function instances for a function.
+ */
+public interface FunctionTerminationPolicy : FunctionInstanceListener {
+ /**
+ * Enqueue the specified [instance] to be scheduled for termination a
+ */
+ public fun enqueue(instance: FunctionInstance)
+}
diff --git a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicyFixed.kt b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicyFixed.kt
new file mode 100644
index 00000000..26b99f52
--- /dev/null
+++ b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicyFixed.kt
@@ -0,0 +1,65 @@
+/*
+ * Copyright (c) 2021 AtLarge Research
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+package org.opendc.serverless.service.autoscaler
+
+import org.opendc.serverless.service.deployer.FunctionInstance
+import org.opendc.serverless.service.deployer.FunctionInstanceState
+import org.opendc.utils.TimerScheduler
+import java.time.Clock
+import kotlin.coroutines.CoroutineContext
+
+/**
+ * A [FunctionTerminationPolicy] that terminates idle function instances after a fixed keep-alive time.
+ *
+ * @param timeout The idle timeout after which the function instance is terminated.
+ */
+public class FunctionTerminationPolicyFixed(
+ context: CoroutineContext,
+ clock: Clock,
+ public val timeout: Long
+) : FunctionTerminationPolicy {
+ /**
+ * The [TimerScheduler] used to schedule the function terminations.
+ */
+ private val scheduler = TimerScheduler<FunctionInstance>(context, clock)
+
+ override fun enqueue(instance: FunctionInstance) {
+ // Cancel the existing timeout timer
+ scheduler.cancel(instance)
+ }
+
+ override fun onStateChanged(instance: FunctionInstance, newState: FunctionInstanceState) {
+ when (newState) {
+ FunctionInstanceState.Active -> scheduler.cancel(instance)
+ FunctionInstanceState.Idle -> schedule(instance)
+ else -> {}
+ }
+ }
+
+ /**
+ * Schedule termination for the specified [instance].
+ */
+ private fun schedule(instance: FunctionInstance) {
+ scheduler.startSingleTimer(instance, delay = timeout) { instance.close() }
+ }
+}
diff --git a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicyNull.kt b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicyNull.kt
new file mode 100644
index 00000000..f2d8da59
--- /dev/null
+++ b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/autoscaler/FunctionTerminationPolicyNull.kt
@@ -0,0 +1,34 @@
+/*
+ * Copyright (c) 2021 AtLarge Research
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+package org.opendc.serverless.service.autoscaler
+
+import org.opendc.serverless.service.deployer.FunctionInstance
+
+/**
+ * A [FunctionTerminationPolicy] that never terminates function instances.
+ */
+public class FunctionTerminationPolicyNull : FunctionTerminationPolicy {
+ override fun enqueue(instance: FunctionInstance) {
+ // No-op
+ }
+}
diff --git a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionDeployer.kt b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionDeployer.kt
index 83592a68..5355b659 100644
--- a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionDeployer.kt
+++ b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionDeployer.kt
@@ -39,5 +39,5 @@ public interface FunctionDeployer {
/**
* Deploy the specified [function].
*/
- public fun deploy(function: FunctionObject): FunctionInstance
+ public fun deploy(function: FunctionObject, listener: FunctionInstanceListener): FunctionInstance
}
diff --git a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceListener.kt b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceListener.kt
new file mode 100644
index 00000000..27803a63
--- /dev/null
+++ b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceListener.kt
@@ -0,0 +1,33 @@
+/*
+ * Copyright (c) 2021 AtLarge Research
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to deal
+ * in the Software without restriction, including without limitation the rights
+ * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+ * copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+package org.opendc.serverless.service.deployer
+
+/**
+ * Listener interface for events originating from a [FunctionInstance].
+ */
+public interface FunctionInstanceListener {
+ /**
+ * This method is invoked when the state of a [FunctionInstance] has changed.
+ */
+ public fun onStateChanged(instance: FunctionInstance, newState: FunctionInstanceState) {}
+}
diff --git a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceState.kt b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceState.kt
index 44ad80ee..4fc4a83f 100644
--- a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceState.kt
+++ b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/deployer/FunctionInstanceState.kt
@@ -42,11 +42,6 @@ public enum class FunctionInstanceState {
Active,
/**
- * The function instance is stopped but can be started.
- */
- Terminated,
-
- /**
* The function instance is released and cannot be used anymore.
*/
Deleted
diff --git a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/internal/ServerlessServiceImpl.kt b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/internal/ServerlessServiceImpl.kt
index 515cb5fa..91a59279 100644
--- a/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/internal/ServerlessServiceImpl.kt
+++ b/opendc-serverless/opendc-serverless-service/src/main/kotlin/org/opendc/serverless/service/internal/ServerlessServiceImpl.kt
@@ -30,8 +30,11 @@ import org.opendc.serverless.api.ServerlessClient
import org.opendc.serverless.api.ServerlessFunction
import org.opendc.serverless.service.FunctionObject
import org.opendc.serverless.service.ServerlessService
+import org.opendc.serverless.service.autoscaler.FunctionTerminationPolicy
import org.opendc.serverless.service.deployer.FunctionDeployer
import org.opendc.serverless.service.deployer.FunctionInstance
+import org.opendc.serverless.service.deployer.FunctionInstanceListener
+import org.opendc.serverless.service.deployer.FunctionInstanceState
import org.opendc.serverless.service.router.RoutingPolicy
import org.opendc.utils.TimerScheduler
import java.lang.IllegalStateException
@@ -53,8 +56,9 @@ internal class ServerlessServiceImpl(
private val clock: Clock,
private val meter: Meter,
private val deployer: FunctionDeployer,
- private val routingPolicy: RoutingPolicy
-) : ServerlessService {
+ private val routingPolicy: RoutingPolicy,
+ private val terminationPolicy: FunctionTerminationPolicy
+) : ServerlessService, FunctionInstanceListener {
/**
* The [CoroutineScope] of the service bounded by the lifecycle of the service.
*/
@@ -220,8 +224,9 @@ internal class ServerlessServiceImpl(
activeInstance
} else {
- val instance = deployer.deploy(function)
+ val instance = deployer.deploy(function, this)
instances.add(instance)
+ terminationPolicy.enqueue(instance)
function.idleInstances.add(1)
@@ -283,6 +288,15 @@ internal class ServerlessServiceImpl(
}
}
+ override fun onStateChanged(instance: FunctionInstance, newState: FunctionInstanceState) {
+ terminationPolicy.onStateChanged(instance, newState)
+
+ if (newState == FunctionInstanceState.Deleted) {
+ val function = instance.function
+ function.instances.remove(instance)
+ }
+ }
+
/**
* A request to invoke a function.
*/
diff --git a/opendc-serverless/opendc-serverless-service/src/test/kotlin/org/opendc/serverless/service/ServerlessServiceTest.kt b/opendc-serverless/opendc-serverless-service/src/test/kotlin/org/opendc/serverless/service/ServerlessServiceTest.kt
index d9f5ee81..6b2e8223 100644
--- a/opendc-serverless/opendc-serverless-service/src/test/kotlin/org/opendc/serverless/service/ServerlessServiceTest.kt
+++ b/opendc-serverless/opendc-serverless-service/src/test/kotlin/org/opendc/serverless/service/ServerlessServiceTest.kt
@@ -45,7 +45,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientState() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = assertDoesNotThrow { service.newClient() }
assertDoesNotThrow { client.close() }
@@ -60,7 +60,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientInvokeUnknown() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = service.newClient()
@@ -70,7 +70,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientFunctionCreation() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = service.newClient()
@@ -82,7 +82,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientFunctionQuery() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = service.newClient()
@@ -96,7 +96,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientFunctionFindById() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = service.newClient()
@@ -110,7 +110,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientFunctionFindByName() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = service.newClient()
@@ -124,7 +124,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientFunctionDuplicateName() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = service.newClient()
@@ -136,7 +136,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientFunctionDelete() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = service.newClient()
val function = client.newFunction("test", 128)
@@ -151,7 +151,7 @@ internal class ServerlessServiceTest {
@Test
fun testClientFunctionCannotInvokeDeleted() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
- val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, mockk(), mockk(), mockk())
val client = service.newClient()
val function = client.newFunction("test", 128)
@@ -165,9 +165,9 @@ internal class ServerlessServiceTest {
fun testClientFunctionInvoke() = runBlockingSimulation {
val meter = MeterProvider.noop().get("opendc-serverless")
val deployer = mockk<FunctionDeployer>()
- val service = ServerlessService(coroutineContext, clock, meter, deployer, mockk())
+ val service = ServerlessService(coroutineContext, clock, meter, deployer, mockk(), mockk(relaxUnitFun = true))
- every { deployer.deploy(any()) } answers {
+ every { deployer.deploy(any(), any()) } answers {
object : FunctionInstance {
override val state: FunctionInstanceState = FunctionInstanceState.Idle
override val function: FunctionObject = it.invocation.args[0] as FunctionObject