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authorFabian Mastenbroek <mail.fabianm@gmail.com>2021-06-17 14:15:45 +0200
committerFabian Mastenbroek <mail.fabianm@gmail.com>2021-06-17 14:15:45 +0200
commit0fd7b3116fbace7deb8202d1849cece7146462a9 (patch)
treee0a152829b36532f321df63913f21fc2ee3ccdd0 /opendc-faas/opendc-faas-simulator
parent81c3b51169cc5dfafb80abb0cf55abb49646a72a (diff)
faas: Rename opendc-serverless to opendc-faas
This change renames the opendc-serverless module to opendc-faas to better distinguish between the two terms (Serverless and FaaS) and be clearer about the intent of the module. The opendc-faas module holds the code for the FaaS platform on top of OpenDC. Although this is one approach of doing serverless, serverless can also entail other services that will not be covered by this module.
Diffstat (limited to 'opendc-faas/opendc-faas-simulator')
-rw-r--r--opendc-faas/opendc-faas-simulator/build.gradle.kts39
-rw-r--r--opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/SimFunctionDeployer.kt179
-rw-r--r--opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/ColdStartModel.kt69
-rw-r--r--opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/DelayInjector.kt37
-rw-r--r--opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/StochasticDelayInjector.kt37
-rw-r--r--opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/ZeroDelayInjector.kt29
-rw-r--r--opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/workload/SimFaaSWorkload.kt35
-rw-r--r--opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/workload/SimFaaSWorkloadMapper.kt37
-rw-r--r--opendc-faas/opendc-faas-simulator/src/test/kotlin/org/opendc/faas/simulator/SimFaaSServiceTest.kt91
9 files changed, 553 insertions, 0 deletions
diff --git a/opendc-faas/opendc-faas-simulator/build.gradle.kts b/opendc-faas/opendc-faas-simulator/build.gradle.kts
new file mode 100644
index 00000000..fed1862d
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/build.gradle.kts
@@ -0,0 +1,39 @@
+/*
+ * 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.
+ */
+
+description = "Simulator for the OpenDC FaaS platform"
+
+/* Build configuration */
+plugins {
+ `kotlin-library-conventions`
+ `testing-conventions`
+ `jacoco-conventions`
+}
+
+dependencies {
+ api(platform(projects.opendcPlatform))
+ api(projects.opendcFaas.opendcFaasService)
+ api(projects.opendcSimulator.opendcSimulatorCompute)
+
+ testImplementation(projects.opendcSimulator.opendcSimulatorCore)
+ testRuntimeOnly(libs.slf4j.simple)
+}
diff --git a/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/SimFunctionDeployer.kt b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/SimFunctionDeployer.kt
new file mode 100644
index 00000000..602f1678
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/SimFunctionDeployer.kt
@@ -0,0 +1,179 @@
+/*
+ * 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.faas.simulator
+
+import kotlinx.coroutines.*
+import kotlinx.coroutines.channels.Channel
+import org.opendc.faas.service.FunctionObject
+import org.opendc.faas.service.deployer.FunctionDeployer
+import org.opendc.faas.service.deployer.FunctionInstance
+import org.opendc.faas.service.deployer.FunctionInstanceListener
+import org.opendc.faas.service.deployer.FunctionInstanceState
+import org.opendc.faas.simulator.delay.DelayInjector
+import org.opendc.faas.simulator.workload.SimFaaSWorkloadMapper
+import org.opendc.simulator.compute.SimBareMetalMachine
+import org.opendc.simulator.compute.SimMachine
+import org.opendc.simulator.compute.SimMachineModel
+import org.opendc.simulator.compute.power.ConstantPowerModel
+import org.opendc.simulator.compute.power.SimplePowerDriver
+import org.opendc.simulator.resources.SimResourceInterpreter
+import java.time.Clock
+import java.util.ArrayDeque
+import kotlin.coroutines.Continuation
+import kotlin.coroutines.resume
+import kotlin.coroutines.resumeWithException
+
+/**
+ * A [FunctionDeployer] that uses that simulates the [FunctionInstance]s.
+ */
+public class SimFunctionDeployer(
+ private val clock: Clock,
+ private val scope: CoroutineScope,
+ private val model: SimMachineModel,
+ private val delayInjector: DelayInjector,
+ private val mapper: SimFaaSWorkloadMapper
+) : FunctionDeployer {
+
+ override fun deploy(function: FunctionObject, listener: FunctionInstanceListener): Instance {
+ val instance = Instance(function, listener)
+ instance.start()
+ return instance
+ }
+
+ /**
+ * A simulated [FunctionInstance].
+ */
+ public inner class Instance(override val function: FunctionObject, private val listener: FunctionInstanceListener) :
+ FunctionInstance {
+ /**
+ * The workload associated with this instance.
+ */
+ private val workload = mapper.createWorkload(function)
+
+ /**
+ * The machine that will execute the workloads.
+ */
+ public val machine: SimMachine = SimBareMetalMachine(
+ SimResourceInterpreter(scope.coroutineContext, clock),
+ model,
+ SimplePowerDriver(ConstantPowerModel(0.0))
+ )
+
+ /**
+ * The job associated with the lifecycle of the instance.
+ */
+ private var job: Job? = null
+
+ /**
+ * The invocation request queue.
+ */
+ private val queue = ArrayDeque<InvocationRequest>()
+
+ /**
+ * A channel used to signal that new invocations have been enqueued.
+ */
+ private val chan = Channel<Unit>(Channel.RENDEZVOUS)
+
+ override var state: FunctionInstanceState = FunctionInstanceState.Provisioning
+ set(value) {
+ if (field != value) {
+ listener.onStateChanged(this, value)
+ }
+
+ field = value
+ }
+
+ override suspend fun invoke() {
+ check(state != FunctionInstanceState.Deleted) { "Function instance has been released" }
+ return suspendCancellableCoroutine { cont ->
+ queue.add(InvocationRequest(cont))
+ chan.trySend(Unit)
+ }
+ }
+
+ override fun close() {
+ state = FunctionInstanceState.Deleted
+ stop()
+ machine.close()
+ }
+
+ override fun toString(): String = "FunctionInstance[state=$state]"
+
+ /**
+ * Start the function instance.
+ */
+ @OptIn(InternalCoroutinesApi::class)
+ internal fun start() {
+ check(state == FunctionInstanceState.Provisioning) { "Invalid state of function instance" }
+ job = scope.launch {
+ delay(delayInjector.getColdStartDelay(this@Instance))
+
+ launch {
+ try {
+ machine.run(workload)
+ } finally {
+ state = FunctionInstanceState.Deleted
+ }
+ }
+
+ while (isActive) {
+ if (queue.isEmpty()) {
+ chan.receive()
+ }
+
+ state = FunctionInstanceState.Active
+ while (queue.isNotEmpty()) {
+ val request = queue.poll()
+ try {
+ workload.invoke()
+ request.cont.resume(Unit)
+ } catch (cause: CancellationException) {
+ request.cont.resumeWithException(cause)
+ throw cause
+ } catch (cause: Throwable) {
+ request.cont.resumeWithException(cause)
+ }
+ }
+ state = FunctionInstanceState.Idle
+ }
+ }
+ }
+
+ /**
+ * Stop the function instance.
+ */
+ private fun stop() {
+ val job = job
+
+ if (job != null) {
+ this.job = null
+ job.cancel()
+ }
+ }
+ }
+
+ /**
+ * A function invocation request.
+ */
+ private data class InvocationRequest(val cont: Continuation<Unit>)
+}
diff --git a/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/ColdStartModel.kt b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/ColdStartModel.kt
new file mode 100644
index 00000000..624067be
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/ColdStartModel.kt
@@ -0,0 +1,69 @@
+/*
+ * 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.faas.simulator.delay
+
+/**
+ * Model parameters for the cold start times of serverless services.
+ */
+public enum class ColdStartModel {
+ // Min and max memory values from [Peeking Behind The Curtains of Serverless Platforms][2018],
+ // other values deduced from linear curve.
+ LAMBDA {
+ override fun coldStartParam(provisionedMemory: Int): Pair<Double, Double> {
+ return when (provisionedMemory) {
+ 128 -> Pair(265.21, 354.43)
+ 256 -> Pair(261.46, 334.23)
+ 512 -> Pair(257.71, 314.03)
+ 1024 -> Pair(253.96, 293.83)
+ 1536 -> Pair(250.07, 273.63)
+ 2048 -> Pair(246.11, 253.43)
+ else -> Pair(0.0, 1.0)
+ }
+ }
+ },
+ AZURE {
+ // Azure by default uses 1.5gb memory to instantiate functions
+ override fun coldStartParam(provisionedMemory: Int): Pair<Double, Double> {
+ return Pair(242.66, 340.67)
+ }
+ },
+
+ GOOGLE {
+ override fun coldStartParam(provisionedMemory: Int): Pair<Double, Double> {
+ return when (provisionedMemory) {
+ 128 -> Pair(493.04, 345.8)
+ 256 -> Pair(416.59, 301.5)
+ 512 -> Pair(340.14, 257.2)
+ 1024 -> Pair(263.69, 212.9)
+ 1536 -> Pair(187.24, 168.6)
+ 2048 -> Pair(110.77, 124.3)
+ else -> Pair(0.0, 1.0)
+ }
+ }
+ };
+
+ /**
+ * Obtain the stochastic parameters for the cold start models.
+ */
+ public abstract fun coldStartParam(provisionedMemory: Int): Pair<Double, Double>
+}
diff --git a/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/DelayInjector.kt b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/DelayInjector.kt
new file mode 100644
index 00000000..c1df682c
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/DelayInjector.kt
@@ -0,0 +1,37 @@
+/*
+ * 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.faas.simulator.delay
+
+import org.opendc.faas.service.deployer.FunctionInstance
+
+/**
+ * An interface for modeling the delay caused by function cold starts.
+ */
+public interface DelayInjector {
+ /**
+ * Returns the cold start delay duration sampled from a normal distribution, the distribution is
+ * initialized using custom mean and standard deviation based on provisioned memory, language and
+ * failure model
+ */
+ public fun getColdStartDelay(instance: FunctionInstance): Long
+}
diff --git a/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/StochasticDelayInjector.kt b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/StochasticDelayInjector.kt
new file mode 100644
index 00000000..9442e2d3
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/StochasticDelayInjector.kt
@@ -0,0 +1,37 @@
+/*
+ * 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.faas.simulator.delay
+
+import org.opendc.faas.service.deployer.FunctionInstance
+import java.util.*
+import kotlin.math.abs
+
+/*
+ * Interface for instance deployment delay estimation.
+ */
+public class StochasticDelayInjector(private val model: ColdStartModel, private val random: Random) : DelayInjector {
+ override fun getColdStartDelay(instance: FunctionInstance): Long {
+ val (mean, sd) = model.coldStartParam(instance.function.memorySize.toInt())
+ return abs(random.nextGaussian() * sd + mean).toLong()
+ }
+}
diff --git a/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/ZeroDelayInjector.kt b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/ZeroDelayInjector.kt
new file mode 100644
index 00000000..0e318764
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/delay/ZeroDelayInjector.kt
@@ -0,0 +1,29 @@
+/*
+ * 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.faas.simulator.delay
+
+import org.opendc.faas.service.deployer.FunctionInstance
+
+public object ZeroDelayInjector : DelayInjector {
+ override fun getColdStartDelay(instance: FunctionInstance): Long = 0
+}
diff --git a/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/workload/SimFaaSWorkload.kt b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/workload/SimFaaSWorkload.kt
new file mode 100644
index 00000000..aaee26c0
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/workload/SimFaaSWorkload.kt
@@ -0,0 +1,35 @@
+/*
+ * 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.faas.simulator.workload
+
+import org.opendc.simulator.compute.workload.SimWorkload
+
+/**
+ * A model for a serverless function workload, which may be invoked multiple times.
+ */
+public interface SimFaaSWorkload : SimWorkload {
+ /**
+ * This method is invoked when an active function instance is invoked.
+ */
+ public suspend fun invoke()
+}
diff --git a/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/workload/SimFaaSWorkloadMapper.kt b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/workload/SimFaaSWorkloadMapper.kt
new file mode 100644
index 00000000..b22dd659
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/src/main/kotlin/org/opendc/faas/simulator/workload/SimFaaSWorkloadMapper.kt
@@ -0,0 +1,37 @@
+/*
+ * 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.faas.simulator.workload
+
+import org.opendc.faas.api.FaaSFunction
+import org.opendc.faas.service.FunctionObject
+
+/**
+ * A [SimFaaSWorkloadMapper] is responsible for mapping a [FaaSFunction] to a [SimFaaSWorkload] that
+ * can be simulated.
+ */
+public fun interface SimFaaSWorkloadMapper {
+ /**
+ * Map the specified [function] to a [SimFaaSWorkload] that can be simulated.
+ */
+ public fun createWorkload(function: FunctionObject): SimFaaSWorkload
+}
diff --git a/opendc-faas/opendc-faas-simulator/src/test/kotlin/org/opendc/faas/simulator/SimFaaSServiceTest.kt b/opendc-faas/opendc-faas-simulator/src/test/kotlin/org/opendc/faas/simulator/SimFaaSServiceTest.kt
new file mode 100644
index 00000000..ceb91e75
--- /dev/null
+++ b/opendc-faas/opendc-faas-simulator/src/test/kotlin/org/opendc/faas/simulator/SimFaaSServiceTest.kt
@@ -0,0 +1,91 @@
+/*
+ * 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.faas.simulator
+
+import io.mockk.coVerify
+import io.mockk.spyk
+import io.opentelemetry.api.metrics.MeterProvider
+import kotlinx.coroutines.ExperimentalCoroutinesApi
+import kotlinx.coroutines.delay
+import kotlinx.coroutines.yield
+import org.junit.jupiter.api.BeforeEach
+import org.junit.jupiter.api.Test
+import org.junit.jupiter.api.assertAll
+import org.opendc.faas.service.FaaSService
+import org.opendc.faas.service.autoscaler.FunctionTerminationPolicyFixed
+import org.opendc.faas.service.router.RandomRoutingPolicy
+import org.opendc.faas.simulator.delay.ZeroDelayInjector
+import org.opendc.faas.simulator.workload.SimFaaSWorkload
+import org.opendc.simulator.compute.SimMachineModel
+import org.opendc.simulator.compute.model.MemoryUnit
+import org.opendc.simulator.compute.model.ProcessingNode
+import org.opendc.simulator.compute.model.ProcessingUnit
+import org.opendc.simulator.compute.workload.SimFlopsWorkload
+import org.opendc.simulator.compute.workload.SimWorkload
+import org.opendc.simulator.core.runBlockingSimulation
+
+/**
+ * A test suite for the [FaaSService] implementation under simulated conditions.
+ */
+@OptIn(ExperimentalCoroutinesApi::class)
+internal class SimFaaSServiceTest {
+
+ private lateinit var machineModel: SimMachineModel
+
+ @BeforeEach
+ fun setUp() {
+ val cpuNode = ProcessingNode("Intel", "Xeon", "amd64", 2)
+
+ machineModel = SimMachineModel(
+ cpus = List(cpuNode.coreCount) { ProcessingUnit(cpuNode, it, 1000.0) },
+ memory = List(4) { MemoryUnit("Crucial", "MTA18ASF4G72AZ-3G2B1", 3200.0, 32_000) }
+ )
+ }
+
+ @Test
+ fun testSmoke() = runBlockingSimulation {
+ val meter = MeterProvider.noop().get("opendc-faas")
+ val workload = spyk(object : SimFaaSWorkload, SimWorkload by SimFlopsWorkload(1000) {
+ override suspend fun invoke() {}
+ })
+ val deployer = SimFunctionDeployer(clock, this, machineModel, ZeroDelayInjector) { workload }
+ val service = FaaSService(
+ coroutineContext, clock, meter, deployer, RandomRoutingPolicy(),
+ FunctionTerminationPolicyFixed(coroutineContext, clock, timeout = 10000)
+ )
+
+ val client = service.newClient()
+
+ val function = client.newFunction("test", 128)
+ function.invoke()
+ delay(2000)
+
+ service.close()
+
+ yield()
+
+ assertAll(
+ { coVerify { workload.invoke() } },
+ )
+ }
+}