previous-exams/2021-midterm/m1/src/test/scala/m1/M1Suite.scala

-package m1
-
-class M1Suite extends munit.FunSuite {
-
-  test("Rolling average result test (5pts)") {
-    RollingAveragesBasicLogicTest.basicTests()
-    RollingAveragesBasicLogicTest.normalTests()
-    RollingAveragesBasicLogicTest.largeTests()
-  }
-
-  test("[TASK 1] Rolling average parallelism test (30pts)") {
-    RollingAveragesCallsToParallel.parallelismTest()
-    RollingAveragesParallel.basicTests()
-    RollingAveragesParallel.normalTests()
-    RollingAveragesParallel.largeTests()
-  }
-
-  test("[TASK 2] Rolling average no `map` test (35pts)") {
-    RollingAveragesNoMap.basicTests()
-    RollingAveragesNoMap.normalTests()
-    RollingAveragesNoMap.largeTests()
-  }
-
-  test("[TASK 3] Rolling average no `tail` test (30pts)") {
-    RollingAveragesNoTail.basicTests()
-    RollingAveragesNoTail.normalTests()
-    RollingAveragesNoTail.largeTests()
-  }
-
-
-  object RollingAveragesBasicLogicTest extends M1 with LibImpl with RollingAveragesTest {
-    def parallel[T1, T2](op1: => T1, op2: => T2): (T1, T2) = (op1, op2)
-    def newArrFrom[T](arr: Array[AnyRef]): Arr[T] = new ArrImpl(arr)
-  }
-
-  object RollingAveragesCallsToParallel extends M1 with LibImpl with RollingAveragesTest {
-    private var count = 0
-    def parallel[T1, T2](op1: => T1, op2: => T2): (T1, T2) =
-      count += 1
-      (op1, op2)
-
-    def newArrFrom[T](arr: Array[AnyRef]): Arr[T] = new ArrImpl(arr)
-
-    def parallelismTest() = {
-      assertParallelCount(Arr(), 0)
-      assertParallelCount(Arr(1), 0)
-      assertParallelCount(Arr(1, 2, 3, 4), 0)
-      assertParallelCount(Arr(Array.tabulate(16)(identity): _*), 0)
-      assertParallelCount(Arr(Array.tabulate(32)(identity): _*), 0)
-
-      assertParallelCount(Arr(Array.tabulate(33)(identity): _*), 2)
-      assertParallelCount(Arr(Array.tabulate(64)(identity): _*), 2)
-      assertParallelCount(Arr(Array.tabulate(128)(identity): _*), 6)
-      assertParallelCount(Arr(Array.tabulate(256)(identity): _*), 14)
-      assertParallelCount(Arr(Array.tabulate(1000)(identity): _*), 62)
-      assertParallelCount(Arr(Array.tabulate(1024)(identity): _*), 62)
-    }
-
-    def assertParallelCount(arr: Arr[Int], expected: Int): Unit = {
-      try {
-        count = 0
-        rollingAveragesParallel(arr)
-        assert(count == expected, {
-          val extra = if (expected == 0) "" else s" ${expected/2} for the `upsweep` and ${expected/2} for the `downsweep`"
-          s"\n$arr\n\nERROR: Expected $expected instead of $count calls to `parallel(...)` for an array of ${arr.length} elements. Current parallel threshold is $THRESHOLD.$extra"
-        })
-      } finally {
-        count = 0
-      }
-    }
-
-  }
-
-  object RollingAveragesNoMap extends M1 with LibImpl with RollingAveragesTest {
-    def parallel[T1, T2](op1: => T1, op2: => T2): (T1, T2) = (op1, op2)
-    def newArrFrom[T](arr: Array[AnyRef]): Arr[T] = new ArrImpl[T](arr) {
-      override def map[U](f: T => U): Arr[U] = throw Exception("Should not call Arr.map")
-    }
-  }
-
-  object RollingAveragesNoTail extends M1 with LibImpl with RollingAveragesTest {
-    def parallel[T1, T2](op1: => T1, op2: => T2): (T1, T2) = (op1, op2)
-    def newArrFrom[T](arr: Array[AnyRef]): Arr[T] = new ArrImpl[T](arr) {
-      override def tail: Arr[T] = throw Exception("Should not call Arr.tail")
-    }
-  }
-
-  object RollingAveragesParallel extends M1 with LibImpl with RollingAveragesTest {
-    import scala.concurrent.duration._
-    val TIMEOUT = Duration(10, SECONDS)
-    def parallel[T1, T2](op1: => T1, op2: => T2): (T1, T2) = {
-      import concurrent.ExecutionContext.Implicits.global
-      import scala.concurrent._
-      Await.result(Future(op1).zip(Future(op2)), TIMEOUT) // FIXME not timing-out
-    }
-    def newArrFrom[T](arr: Array[AnyRef]): Arr[T] = new ArrImpl(arr)
-  }
-
-  trait LibImpl extends Lib {
-
-    def newArrFrom[T](arr: Array[AnyRef]): Arr[T]
-
-    def newArrOfLength[T](n: Int): Arr[T] =
-      newArrFrom(new Array(n))
-
-    class ArrImpl[T](val arr: Array[AnyRef]) extends Arr[T]:
-      def apply(i: Int): T =
-        arr(i).asInstanceOf[T]
-      def update(i: Int, x: T): Unit =
-        arr(i) = x.asInstanceOf[AnyRef]
-      def length: Int =
-        arr.length
-      def map[U](f: T => U): Arr[U] =
-        newArrFrom(arr.map(f.asInstanceOf[AnyRef => AnyRef]))
-      def tail: Arr[T] =
-        newArrFrom(arr.tail)
-      override def toString: String =
-        arr.mkString("Arr(", ", ", ")")
-      override def equals(that: Any): Boolean =
-        that match
-          case that: ArrImpl[_] => Array.equals(arr, that.arr)
-          case _ => false
-  }
-
-  trait RollingAveragesTest extends M1 {
-
-    def tabulate[T](n: Int)(f: Int => T): Arr[T] =
-      val arr = Arr.ofLength[T](n)
-      for i <- 0 until n do
-        arr(i) = f(i)
-      arr
-
-    def basicTests() = {
-      assertEquals(rollingAveragesParallel(Arr()), Arr[Double]())
-      assertEquals(rollingAveragesParallel(Arr(1)), Arr[Double](1))
-      assertEquals(rollingAveragesParallel(Arr(1, 2, 3, 4)), Arr(1, 1.5, 2, 2.5))
-      assertEquals(rollingAveragesParallel(Arr(4, 4, 4, 4)), Arr[Double](4, 4, 4, 4))
-    }
-
-    def normalTests() = {
-      assertEquals(rollingAveragesParallel(Arr(Array.tabulate(64)(identity): _*)), Arr(Array.tabulate(64)(_.toDouble / 2): _*))
-      assertEquals(rollingAveragesParallel(Arr(4, 4, 4, 4)), Arr[Double](4, 4, 4, 4))
-      assertEquals(rollingAveragesParallel(Arr(4, 8, 6, 4)), Arr[Double](4, 6, 6, 5.5))
-      assertEquals(rollingAveragesParallel(Arr(4, 3, 2, 1)), Arr(4, 3.5, 3, 2.5))
-      assertEquals(rollingAveragesParallel(Arr(Array.tabulate(64)(identity).reverse: _*)), Arr(Array.tabulate(64)(i => 63 - i.toDouble / 2): _*))
-      assertEquals(rollingAveragesParallel(Arr(Array.tabulate(128)(i => 128 - 2*i).reverse: _*)), Arr(Array.tabulate(128)(i => -126d + i): _*))
-    }
-
-    def largeTests() = {
-      assertEquals(rollingAveragesParallel(Arr(Array.tabulate(500)(identity): _*)), Arr(Array.tabulate(500)(_.toDouble / 2): _*))
-      assertEquals(rollingAveragesParallel(Arr(Array.tabulate(512)(identity): _*)), Arr(Array.tabulate(512)(_.toDouble / 2): _*))
-      assertEquals(rollingAveragesParallel(Arr(Array.tabulate(1_000)(identity): _*)), Arr(Array.tabulate(1_000)(_.toDouble / 2): _*))
-      assertEquals(rollingAveragesParallel(Arr(Array.tabulate(10_000)(identity): _*)), Arr(Array.tabulate(10_000)(_.toDouble / 2): _*))
-    }
-  }
-}
\ No newline at end of file

previous-exams/2021-midterm/m14.md

-Use the following commands to make a fresh clone of your repository:
-
-```
-git clone -b m14 git@gitlab.epfl.ch:lamp/student-repositories-s21/cs206-GASPAR.git m14
-```
-
-## Useful links
-
-  * [A guide to the Scala parallel collections](https://docs.scala-lang.org/overviews/parallel-collections/overview.html)
-  * [The API documentation of the Scala parallel collections](https://www.javadoc.io/doc/org.scala-lang.modules/scala-parallel-collections_2.13/latest/scala/collection/index.html)
-  * [The API documentation of the Scala standard library](https://www.scala-lang.org/files/archive/api/2.13.4)
-  * [The API documentation of the Java standard library](https://docs.oracle.com/en/java/javase/15/docs/api/index.html)
-
-**If you have issues with the IDE, try [reimporting the
-build](https://gitlab.epfl.ch/lamp/cs206/-/blob/master/labs/example-lab.md#ide-features-like-type-on-hover-or-go-to-definition-do-not-work),
-if you still have problems, use `compile` in sbt instead.**
-
-## Exercise
-
-In this question, you will implement a simple thread pool executor.
-Thread pool executors provide a way to execute tasks in parallel using one of several pooled threads.
-Using a pool of threads provides improved performance compared to creating a new thread for every operation since threads in the pool are reused throughout the executor's lifetime.
-
-Thread pool executors are one of the core primitive used to implement parallel programs. For example, they are the underlying mechanism used in the implementation of `Future`-s.
-
-Your task is to complete the implementation of the `ThreadPoolExecutor` class. This class' constructor takes the number of threads of the pool as argument and exposes two life-cycle methods (`start` and `shutdown`), and an `execute` method to run tasks on the thread pool. The `execute` method takes as argument `Unit => Unit` functions. These functions can be constructed anonymously using the following syntax: `val func = (x: Unit) => println("hello")`. Furthermore, given a `func` function of type `Unit => Unit`, one can invoke that function using `func(())`.
-For the purpose of this exercise, you can assume that the tasks submitted to the thread pool via the `execute` method do not throw exceptions.
-
-The thread pool implementation uses two additional classes:
-- `BlockingQueue`, used by the `ThreadPoolExecutor` to store pending tasks,
-- `Worker`-s, which each run in a separate thread, consume tasks from the queue and execute those tasks.
-
-The `BlockingQueue` implements two methods:
-- `put` to insert an element in the queue
-- `take` to retrieve and remove an element from the queue, in a last in first out order.
-
-The `put` operation always succeeds and is non-blocking (the queue is unbounded).
-The `take` operation is a potentially blocking operation that waits for new elements when called on an empty queue.
-
-Given that `Worker`-s run on separate threads, the `take` operation must be thread-safe. Furthermore, since the thread pool executor could also be used from multiple threads, the `put` operation should also be thread-safe.
-Your implementation should use a single lock to achieve this thread safety, specifically using the `[wait](http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html#wait())`/`[notify](http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html#notify())`/`[notifyAll](http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html#notifyAll())`/`synchronized` primitives.
-Remember that `wait`, `notify` and `notifyAll` should only be invoked inside a synchronized block.

previous-exams/2021-midterm/m14/.gitignore

-# General
-*.DS_Store
-*.swp
-*~
-
-# Dotty
-*.class
-*.tasty
-*.hasTasty
-
-# sbt
-target/
-
-# IDE
-.bsp
-.bloop
-.metals
-.vscode
-
-# datasets
-stackoverflow-grading.csv
-wikipedia-grading.dat

previous-exams/2021-midterm/m14/assignment.sbt

-// Student tasks (i.e. submit, packageSubmission)
-enablePlugins(StudentTasks)

previous-exams/2021-midterm/m14/build.sbt

-course := "midterm"
-assignment := "m14"
-scalaVersion := "3.0.0-RC1"
-scalacOptions ++= Seq("-language:implicitConversions", "-deprecation")
-
-libraryDependencies += "org.scalameta" %% "munit" % "0.7.22"
-
-val MUnitFramework = new TestFramework("munit.Framework")
-testFrameworks += MUnitFramework
-// Decode Scala names
-testOptions += Tests.Argument(MUnitFramework, "-s")
-testSuite := "m14.M14Suite"

previous-exams/2021-midterm/m14/project/FilteringReporterPlugin.scala

-package sbt // To access the private[sbt] compilerReporter key
-package filteringReporterPlugin
-
-import Keys._
-import ch.epfl.lamp._
-
-object FilteringReporterPlugin extends AutoPlugin {
-  override lazy val projectSettings = Seq(
-    // Turn off warning coming from scalameter that we cannot fix without changing scalameter
-    compilerReporter in (Compile, compile) ~= { reporter => new FilteringReporter(reporter) }
-  )
-}
-
-class FilteringReporter(reporter: xsbti.Reporter) extends xsbti.Reporter {
-
-  def reset(): Unit = reporter.reset()
-  def hasErrors: Boolean = reporter.hasErrors
-  def hasWarnings: Boolean = reporter.hasWarnings
-  def printSummary(): Unit = reporter.printSummary()
-  def problems: Array[xsbti.Problem] = reporter.problems
-
-  def log(problem: xsbti.Problem): Unit = {
-    if (!problem.message.contains("An existential type that came from a Scala-2 classfile cannot be"))
-      reporter.log(problem)
-  }
-
-  def comment(pos: xsbti.Position, msg: String): Unit =
-    reporter.comment(pos, msg)
-
-  override def toString = s"CollectingReporter($reporter)"
-}

previous-exams/2021-midterm/m14/project/MOOCSettings.scala

-package ch.epfl.lamp
-
-import sbt._
-import sbt.Keys._
-
-/**
- * Coursera uses two versions of each assignment. They both have the same assignment key and part id but have
- * different item ids.
- *
- * @param key Assignment key
- * @param partId Assignment partId
- * @param itemId Item id of the non premium version
- * @param premiumItemId Item id of the premium version (`None` if the assignment is optional)
- */
-case class CourseraId(key: String, partId: String, itemId: String, premiumItemId: Option[String])
-
-/**
-  * Settings shared by all assignments, reused in various tasks.
-  */
-object MOOCSettings extends AutoPlugin {
-
-  override def requires = super.requires && filteringReporterPlugin.FilteringReporterPlugin
-
-  object autoImport {
-    val course = SettingKey[String]("course")
-    val assignment = SettingKey[String]("assignment")
-    val options = SettingKey[Map[String, Map[String, String]]]("options")
-    val courseraId = settingKey[CourseraId]("Coursera-specific information identifying the assignment")
-    val testSuite = settingKey[String]("Fully qualified name of the test suite of this assignment")
-      .withRank(KeyRanks.Invisible)
-    // Convenient alias
-    type CourseraId = ch.epfl.lamp.CourseraId
-    val CourseraId = ch.epfl.lamp.CourseraId
-  }
-
-  import autoImport._
-
-  override val globalSettings: Seq[Def.Setting[_]] = Seq(
-    // supershell is verbose, buggy and useless.
-    useSuperShell := false
-  )
-
-  override val projectSettings: Seq[Def.Setting[_]] = Seq(
-    parallelExecution in Test := false,
-    // Report test result after each test instead of waiting for every test to finish
-    logBuffered in Test := false,
-    name := s"${course.value}-${assignment.value}"
-  )
-}

previous-exams/2021-midterm/m14/project/StudentTasks.scala

-package ch.epfl.lamp
-
-import sbt._
-import Keys._
-
-// import scalaj.http._
-import java.io.{File, FileInputStream, IOException}
-import org.apache.commons.codec.binary.Base64
-// import play.api.libs.json.{Json, JsObject, JsPath}
-import scala.util.{Failure, Success, Try}
-
-/**
-  * Provides tasks for submitting the assignment
-  */
-object StudentTasks extends AutoPlugin {
-
-  override def requires = super.requires && MOOCSettings
-
-  object autoImport {
-    val packageSourcesOnly = TaskKey[File]("packageSourcesOnly", "Package the sources of the project")
-    val packageBinWithoutResources = TaskKey[File]("packageBinWithoutResources", "Like packageBin, but without the resources")
-    val packageSubmissionZip = TaskKey[File]("packageSubmissionZip")
-    val packageSubmission = inputKey[Unit]("package solution as an archive file")
-
-    lazy val Grading = config("grading") extend(Runtime)
-  }
-
-
-  import autoImport._
-  import MOOCSettings.autoImport._
-
-  override lazy val projectSettings = Seq(
-    packageSubmissionSetting,
-    fork := true,
-    connectInput in run := true,
-    outputStrategy := Some(StdoutOutput),
-  ) ++
-    packageSubmissionZipSettings ++
-    inConfig(Grading)(Defaults.testSettings ++ Seq(
-      unmanagedJars += file("grading-tests.jar"),
-
-      definedTests := (definedTests in Test).value,
-      internalDependencyClasspath := (internalDependencyClasspath in Test).value
-    ))
-
-
-  /** **********************************************************
-    * SUBMITTING A SOLUTION TO COURSERA
-    */
-
-  val packageSubmissionZipSettings = Seq(
-    packageSubmissionZip := {
-      val submission = crossTarget.value / "submission.zip"
-      val sources = (packageSourcesOnly in Compile).value
-      val binaries = (packageBinWithoutResources in Compile).value
-      IO.zip(Seq(sources -> "sources.zip", binaries -> "binaries.jar"), submission, None)
-      submission
-    },
-    artifactClassifier in packageSourcesOnly := Some("sources"),
-    artifact in (Compile, packageBinWithoutResources) ~= (art => art.withName(art.name + "-without-resources"))
-  ) ++
-  inConfig(Compile)(
-    Defaults.packageTaskSettings(packageSourcesOnly, Defaults.sourceMappings) ++
-    Defaults.packageTaskSettings(packageBinWithoutResources, Def.task {
-      val relativePaths =
-        (unmanagedResources in Compile).value.flatMap(Path.relativeTo((unmanagedResourceDirectories in Compile).value)(_))
-      (mappings in (Compile, packageBin)).value.filterNot { case (_, path) => relativePaths.contains(path) }
-    })
-  )
-
-  val maxSubmitFileSize = {
-    val mb = 1024 * 1024
-    10 * mb
-  }
-
-  /** Check that the jar exists, isn't empty, isn't crazy big, and can be read
-    * If so, encode jar as base64 so we can send it to Coursera
-    */
-  def prepareJar(jar: File, s: TaskStreams): String = {
-    val errPrefix = "Error submitting assignment jar: "
-    val fileLength = jar.length()
-    if (!jar.exists()) {
-      s.log.error(errPrefix + "jar archive does not exist\n" + jar.getAbsolutePath)
-      failSubmit()
-    } else if (fileLength == 0L) {
-      s.log.error(errPrefix + "jar archive is empty\n" + jar.getAbsolutePath)
-      failSubmit()
-    } else if (fileLength > maxSubmitFileSize) {
-      s.log.error(errPrefix + "jar archive is too big. Allowed size: " +
-        maxSubmitFileSize + " bytes, found " + fileLength + " bytes.\n" +
-        jar.getAbsolutePath)
-      failSubmit()
-    } else {
-      val bytes = new Array[Byte](fileLength.toInt)
-      val sizeRead = try {
-        val is = new FileInputStream(jar)
-        val read = is.read(bytes)
-        is.close()
-        read
-      } catch {
-        case ex: IOException =>
-          s.log.error(errPrefix + "failed to read sources jar archive\n" + ex.toString)
-          failSubmit()
-      }
-      if (sizeRead != bytes.length) {
-        s.log.error(errPrefix + "failed to read the sources jar archive, size read: " + sizeRead)
-        failSubmit()
-      } else encodeBase64(bytes)
-    }
-  }
-
-  /** Task to package solution to a given file path */
-  lazy val packageSubmissionSetting = packageSubmission := {
-    val args: Seq[String] = Def.spaceDelimited("[path]").parsed
-    val s: TaskStreams = streams.value // for logging
-    val jar = (packageSubmissionZip in Compile).value
-
-    val base64Jar = prepareJar(jar, s)
-
-    val path = args.headOption.getOrElse((baseDirectory.value / "submission.jar").absolutePath)
-    scala.tools.nsc.io.File(path).writeAll(base64Jar)
-  }
-
-/*
-  /** Task to submit a solution to coursera */
-  val submit = inputKey[Unit]("submit solution to Coursera")
-  lazy val submitSetting = submit := {
-    // Fail if scalafix linting does not pass.
-    scalafixLinting.value
-
-    val args: Seq[String] = Def.spaceDelimited("<arg>").parsed
-    val s: TaskStreams = streams.value // for logging
-    val jar = (packageSubmissionZip in Compile).value
-
-    val assignmentDetails =
-      courseraId.?.value.getOrElse(throw new MessageOnlyException("This assignment can not be submitted to Coursera because the `courseraId` setting is undefined"))
-    val assignmentKey = assignmentDetails.key
-    val courseName =
-      course.value match {
-        case "capstone" => "scala-capstone"
-        case "bigdata"  => "scala-spark-big-data"
-        case other      => other
-      }
-
-    val partId = assignmentDetails.partId
-    val itemId = assignmentDetails.itemId
-    val premiumItemId = assignmentDetails.premiumItemId
-
-    val (email, secret) = args match {
-      case email :: secret :: Nil =>
-        (email, secret)
-      case _ =>
-        val inputErr =
-          s"""|Invalid input to `submit`. The required syntax for `submit` is:
-              |submit <email-address> <submit-token>
-              |
-              |The submit token is NOT YOUR LOGIN PASSWORD.
-              |It can be obtained from the assignment page:
-              |https://www.coursera.org/learn/$courseName/programming/$itemId
-              |${
-                premiumItemId.fold("") { id =>
-                  s"""or (for premium learners):
-                     |https://www.coursera.org/learn/$courseName/programming/$id
-                   """.stripMargin
-                }
-              }
-          """.stripMargin
-        s.log.error(inputErr)
-        failSubmit()
-    }
-
-    val base64Jar = prepareJar(jar, s)
-    val json =
-      s"""|{
-          |   "assignmentKey":"$assignmentKey",
-          |   "submitterEmail":"$email",
-          |   "secret":"$secret",
-          |   "parts":{
-          |      "$partId":{
-          |         "output":"$base64Jar"
-          |      }
-          |   }
-          |}""".stripMargin
-
-    def postSubmission[T](data: String): Try[HttpResponse[String]] = {
-      val http = Http("https://www.coursera.org/api/onDemandProgrammingScriptSubmissions.v1")
-      val hs = List(
-        ("Cache-Control", "no-cache"),
-        ("Content-Type", "application/json")
-      )
-      s.log.info("Connecting to Coursera...")
-      val response = Try(http.postData(data)
-                         .headers(hs)
-                         .option(HttpOptions.connTimeout(10000)) // scalaj default timeout is only 100ms, changing that to 10s
-                         .asString) // kick off HTTP POST
-      response
-    }
-
-    val connectMsg =
-      s"""|Attempting to submit "${assignment.value}" assignment in "$courseName" course
-          |Using:
-          |- email: $email
-          |- submit token: $secret""".stripMargin
-    s.log.info(connectMsg)
-
-    def reportCourseraResponse(response: HttpResponse[String]): Unit = {
-      val code = response.code
-      val respBody = response.body
-
-       /* Sample JSON response from Coursera
-      {
-        "message": "Invalid email or token.",
-        "details": {
-          "learnerMessage": "Invalid email or token."
-        }
-      }
-      */
-
-      // Success, Coursera responds with 2xx HTTP status code
-      if (response.is2xx) {
-        val successfulSubmitMsg =
-          s"""|Successfully connected to Coursera. (Status $code)
-              |
-                |Assignment submitted successfully!
-              |
-                |You can see how you scored by going to:
-              |https://www.coursera.org/learn/$courseName/programming/$itemId/
-              |${
-            premiumItemId.fold("") { id =>
-              s"""or (for premium learners):
-                 |https://www.coursera.org/learn/$courseName/programming/$id
-                       """.stripMargin
-            }
-          }
-              |and clicking on "My Submission".""".stripMargin
-        s.log.info(successfulSubmitMsg)
-      }
-
-      // Failure, Coursera responds with 4xx HTTP status code (client-side failure)
-      else if (response.is4xx) {
-        val result = Try(Json.parse(respBody)).toOption
-        val learnerMsg = result match {
-          case Some(resp: JsObject) =>
-            (JsPath \ "details" \ "learnerMessage").read[String].reads(resp).get
-          case Some(x) => // shouldn't happen
-            "Could not parse Coursera's response:\n" + x
-          case None =>
-            "Could not parse Coursera's response:\n" + respBody
-        }
-        val failedSubmitMsg =
-          s"""|Submission failed.
-              |There was something wrong while attempting to submit.
-              |Coursera says:
-              |$learnerMsg (Status $code)""".stripMargin
-        s.log.error(failedSubmitMsg)
-      }
-
-      // Failure, Coursera responds with 5xx HTTP status code (server-side failure)
-      else if (response.is5xx) {
-        val failedSubmitMsg =
-          s"""|Submission failed.
-              |Coursera seems to be unavailable at the moment (Status $code)
-              |Check https://status.coursera.org/ and try again in a few minutes.
-           """.stripMargin
-        s.log.error(failedSubmitMsg)
-      }
-
-      // Failure, Coursera repsonds with an unexpected status code
-      else {
-        val failedSubmitMsg =
-          s"""|Submission failed.
-              |Coursera replied with an unexpected code (Status $code)
-           """.stripMargin
-        s.log.error(failedSubmitMsg)
-      }
-    }
-
-    // kick it all off, actually make request
-    postSubmission(json) match {
-      case Success(resp) => reportCourseraResponse(resp)
-      case Failure(e) =>
-        val failedConnectMsg =
-          s"""|Connection to Coursera failed.
-              |There was something wrong while attempting to connect to Coursera.
-              |Check your internet connection.
-              |${e.toString}""".stripMargin
-        s.log.error(failedConnectMsg)
-    }
-
-   }
-*/
-
-  def failSubmit(): Nothing = {
-    sys.error("Submission failed")
-  }
-
-  /**
-    * *****************
-    * DEALING WITH JARS
-    */
-  def encodeBase64(bytes: Array[Byte]): String =
-    new String(Base64.encodeBase64(bytes))
-}

previous-exams/2021-midterm/m14/project/build.properties

-sbt.version=1.4.7

previous-exams/2021-midterm/m14/project/buildSettings.sbt

-// Used for Coursera submission (StudentPlugin)
-// libraryDependencies += "org.scalaj" %% "scalaj-http" % "2.4.2"
-// libraryDependencies += "com.typesafe.play" %% "play-json" % "2.7.4"
-// Used for Base64 (StudentPlugin)
-libraryDependencies += "commons-codec" % "commons-codec" % "1.10"

previous-exams/2021-midterm/m14/project/plugins.sbt

-// addSbtPlugin("org.scala-js" % "sbt-scalajs" % "0.6.28")
-addSbtPlugin("ch.epfl.lamp" % "sbt-dotty" % "0.5.3")

previous-exams/2021-midterm/m14/src/main/scala/m14/AbstractBlockingQueue.scala

-package m14
-
-abstract class AbstractBlockingQueue[T] extends Monitor {
-  private var underlying: List[T] = Nil
-
-  def getUnderlying(): List[T] =
-    underlying
-
-  def setUnderlying(newValue: List[T]): Unit =
-    underlying = newValue
-
-  def put(elem: T): Unit
-  def take(): T
-}

previous-exams/2021-midterm/m14/src/main/scala/m14/AbstractThreadPoolExecutor.scala

-package m14
-
-abstract class AbstractThreadPoolExecutor {
-  def execute(task: Unit => Unit): Unit
-  def start(): Unit
-  def shutdown(): Unit
-}

previous-exams/2021-midterm/m14/src/main/scala/m14/M14.scala

-package m14
-
-object M14 {
-  /** A thread pool that executes submitted task using one of several threads */
-  class ThreadPoolExecutor(taskQueue: BlockingQueue[Unit => Unit], poolSize: Int)
-      extends AbstractThreadPoolExecutor {
-
-    private class Worker extends Thread {
-      override def run(): Unit = {
-        try {
-          while (true) {
-
-            val task = taskQueue.take()
-            task(())
-          }
-        } catch {
-          case e: InterruptedException =>
-            // Nothing to do here, we are shutting down gracefully.
-        }
-      }
-    }
-    private val workers: List[Worker] = List.fill(poolSize)(new Worker())
-
-    /** Executes the given task, passed by name. */
-    def execute(task: Unit => Unit): Unit =
-
-      taskQueue.put(task)
-
-    /** Starts the thread pool. */
-    def start(): Unit =
-      workers.foreach(_.start())
-
-    /** Instantly shuts down all actively executing tasks using an interrupt. */
-    def shutdown(): Unit =
-      workers.foreach(_.interrupt())
-  }
-
-  /**
-   * A queue whose take operations blocks until the queue become non-empty.
-   * Elements must be retrived from this queue in a last in, first out order.
-   * All methods of this class are thread safe, that is, they can safely
-   * be used from multiple thread without any particular synchronization.
-   */
-  class BlockingQueue[T] extends AbstractBlockingQueue[T] {
-
-    // The state of this queue is stored in an underlying List[T] defined in
-    // the AbstractBlockingQueue class. Your implementation should access and
-    // update this list using the following setter and getter methods:
-    // - def getUnderlying(): List[T]
-    // - def setUnderlying(newValue: List[T]): Unit
-    // Using these methods is required for testing purposes.
-
-    /** Inserts the specified element into this queue (non-blocking) */
-    def put(elem: T): Unit =
-
-      this.synchronized {
-        val underlying = getUnderlying()
-        setUnderlying(elem :: underlying)
-        this.notifyAll()
-      }
-
-
-    /**
-     * Retrieves and removes the head of this queue, waiting if necessary
-     * This queue operates in a first in, first out order.
-     * until an element becomes available (blocking).
-     * This queue operates in a last in, first out order.
-     */
-    def take(): T =
-
-      this.synchronized {
-        while (getUnderlying().isEmpty)
-          this.wait()
-        val underlying = getUnderlying()
-        val head = underlying.head
-        setUnderlying(underlying.tail)
-        head
-      }
-  }
-}

previous-exams/2021-midterm/m14/src/main/scala/m14/Monitor.scala

-package m14
-
-class Dummy
-
-trait Monitor {
-  implicit val dummy: Dummy = new Dummy
-
-  def wait()(implicit i: Dummy) = waitDefault()
-
-  def synchronized[T](e: => T)(implicit i: Dummy) = synchronizedDefault(e)
-
-  def notify()(implicit i: Dummy) = notifyDefault()
-
-  def notifyAll()(implicit i: Dummy) = notifyAllDefault()
-
-  private val lock = new AnyRef
-
-  // Can be overriden.
-  def waitDefault(): Unit = lock.wait()
-  def synchronizedDefault[T](toExecute: => T): T = lock.synchronized(toExecute)
-  def notifyDefault(): Unit = lock.notify()
-  def notifyAllDefault(): Unit = lock.notifyAll()
-}

previous-exams/2021-midterm/m14/src/test/scala/m14/M14Suite.scala

-package m14
-
-import instrumentation.SchedulableBlockingQueue
-import instrumentation.TestHelper._
-import instrumentation.TestUtils._
-
-class M14Suite extends munit.FunSuite {
-  import M14._
-
-  test("ThreadPool should put jobs in the queue, Workers should execute jobs from the queue (10pts)") {
-    case class PutE(e: Unit => Unit) extends Exception
-    val nThreads = 3
-    var taken = false
-    class TestBlockingQueue extends BlockingQueue[Unit => Unit] {
-      override def put(e: Unit => Unit): Unit =
-        throw new PutE(e)
-
-      override def take(): Unit => Unit =
-        x => {
-          taken = true
-          Thread.sleep(10 * 1000)
-        }
-    }
-
-    val tpe = new ThreadPoolExecutor(new TestBlockingQueue, nThreads)
-    val unit2unit: Unit => Unit = x => ()
-    try {
-      tpe.execute(unit2unit)
-      assert(false, "ThreadPoolExecutor does not put jobs in the queue")
-    } catch {
-      case PutE(e) =>
-        assert(e == unit2unit)
-    }
-    tpe.start()
-    Thread.sleep(1000)
-    assert(taken, s"ThreadPoolExecutor workers do no execute jobs from the queue")
-    tpe.shutdown()
-  }
-
-  test("BlockingQueue should work in a sequential setting (1pts)") {
-    testSequential[(Int, Int, Int, Int)]{ sched =>
-      val queue = new SchedulableBlockingQueue[Int](sched)
-      queue.put(1)
-      queue.put(2)
-      queue.put(3)
-      queue.put(4)
-      (queue.take(),
-      queue.take(),
-      queue.take(),
-      queue.take())
-    }{ tuple =>
-      (tuple == (4, 3, 2, 1), s"Expected (4, 3, 2, 1) got $tuple")
-    }
-  }
-
-  test("BlockingQueue should work when Thread 1: 'put(1)', Thread 2: 'take' (3pts)") {
-    testManySchedules(2, sched => {
-      val queue = new SchedulableBlockingQueue[Int](sched)
-      (List(() => queue.put(1), () => queue.take()),
-       args => (args(1) == 1, s"Expected 1, got ${args(1)}"))
-    })
-  }
-
-  test("BlockingQueue should not be able to take from an empty queue (3pts)") {
-    testSequential[Boolean]{ sched =>
-      val queue = new SchedulableBlockingQueue[Int](sched);
-      queue.put(1)
-      queue.put(2)
-      queue.take()
-      queue.take()
-      failsOrTimesOut(queue.take())
-    }{ res =>
-      (res, "Was able to retrieve an element from an empty queue")
-    }
-  }
-
-  test("BlockingQueue should work when Thread 1: 'put(1)', Thread 2: 'put(2)', Thread 3: 'take' (5pts)") {
-    testManySchedules(3, sched => {
-      val queue = new SchedulableBlockingQueue[Int](sched)
-      (List(() => queue.put(1), () => queue.put(2), () => queue.take())
-      , args => {
-        val takeRes = args(2).asInstanceOf[Int]
-        val nocreation = (takeRes == 1 || takeRes == 2)
-        if (!nocreation)
-          (false, s"'take' should return either 1 or 2")
-        else (true, "")
-      })
-    })
-  }
-
-  test("BlockingQueue should work when Thread 1: 'put(1)', Thread 2: 'put(2)', Thread 3: 'take', Thread 4: 'take' (10pts)") {
-    testManySchedules(4, sched => {
-      val queue = new SchedulableBlockingQueue[Int](sched)
-      (List(() => queue.put(1), () => queue.put(2), () => queue.take(), () => queue.take())
-      , args => {
-        def m(): (Boolean, String) = {
-          val takeRes1 = args(2).asInstanceOf[Int]
-          val takeRes2 = args(3).asInstanceOf[Int]
-          val nocreation = (x: Int) => List(1, 2).contains(x)
-          if (!nocreation(takeRes1))
-            return (false, s"'Thread 3: take' returned $takeRes1 but should return a value in {1, 2, 3}")
-          if (!nocreation(takeRes2))
-            return (false, s"'Thread 4: take' returned $takeRes2 but should return a value in {1, 2, 3}")
-
-          val noduplication = takeRes1 != takeRes2
-          if (!noduplication)
-            (false, s"'Thread 3 and 4' returned the same value: $takeRes1")
-          else (true, "")
-        }
-        m()
-      })
-    })
-  }
-
-  test("BlockingQueue should work when Thread 1: 'put(1)', Thread 2: 'put(2)', Thread 3: 'put(3)', Thread 4: 'take', Thread 5: 'take' (10pts)") {
-    testManySchedules(5, sched => {
-      val queue = new SchedulableBlockingQueue[Int](sched)
-      (List(() => queue.put(1), () => queue.put(2), () => queue.put(3),
-        () => queue.take(), () => queue.take())
-      , args => {
-        def m(): (Boolean, String) = {
-          val takeRes1 = args(3).asInstanceOf[Int]
-          val takeRes2 = args(4).asInstanceOf[Int]
-          val nocreation = (x: Int) => List(1, 2, 3).contains(x)
-          if (!nocreation(takeRes1))
-            return (false, s"'Thread 4: take' returned $takeRes1 but should return a value in {1, 2, 3}")
-          if (!nocreation(takeRes2))
-            return (false, s"'Thread 5: take' returned $takeRes2 but should return a value in {1, 2, 3}")
-
-          val noduplication = takeRes1 != takeRes2
-          if (!noduplication)
-            return (false, s"'Thread 4 and 5' returned the same value: $takeRes1")
-          else (true, "")
-        }
-        m()
-      })
-    })
-  }
-
-  test("BlockingQueue should work when Thread 1: 'put(1); put(2); take', Thread 2: 'put(3)', Thread 3: 'put(4)' (10pts)") {
-    testManySchedules(3, sched => {
-      val queue = new SchedulableBlockingQueue[Int](sched)
-      (List(
-        () => { queue.put(1); queue.put(2); queue.take() },
-        () => queue.put(3),
-        () => queue.put(4)
-      ), args => {
-        val takeRes = args(0).asInstanceOf[Int]
-        val nocreation = List(1, 2, 3, 4).contains
-        if (!nocreation(takeRes))
-          (false, s"'Thread 1: take' returned $takeRes, but should return a value in {1, 2, 3, 4}")
-        else if (takeRes == 1)
-          (false, s"'Thread 1' returned 2 before returning 1 (got $takeRes)")
-        else
-          (true, "")
-      })
-    })
-  }
-}

previous-exams/2021-midterm/m14/src/test/scala/m14/instrumentation/MockedMonitor.scala

-package m14
-package instrumentation
-
-trait MockedMonitor extends Monitor {
-  def scheduler: Scheduler
-
-  // Can be overriden.
-  override def waitDefault() = {
-    scheduler.log("wait")
-    scheduler updateThreadState Wait(this, scheduler.threadLocks.tail)
-  }
-  override def synchronizedDefault[T](toExecute: =>T): T = {
-    scheduler.log("synchronized check")
-    val prevLocks = scheduler.threadLocks
-    scheduler updateThreadState Sync(this, prevLocks) // If this belongs to prevLocks, should just continue.
-    scheduler.log("synchronized -> enter")
-    try {
-      toExecute
-    } finally {
-      scheduler updateThreadState Running(prevLocks)
-      scheduler.log("synchronized -> out")
-    }
-  }
-  override def notifyDefault() = {
-    scheduler mapOtherStates {
-      state => state match {
-        case Wait(lockToAquire, locks) if lockToAquire == this => SyncUnique(this, state.locks)
-        case e => e
-      }
-    }
-    scheduler.log("notify")
-  }
-  override def notifyAllDefault() = {
-    scheduler mapOtherStates {
-      state => state match {
-        case Wait(lockToAquire, locks) if lockToAquire == this => Sync(this, state.locks)
-        case SyncUnique(lockToAquire, locks) if lockToAquire == this => Sync(this, state.locks)
-        case e => e
-      }
-    }
-    scheduler.log("notifyAll")
-  }
-}
-
-trait LockFreeMonitor extends Monitor {
-  override def waitDefault() = {
-    throw new Exception("Please use lock-free structures and do not use wait()")
-  }
-  override def synchronizedDefault[T](toExecute: =>T): T = {
-    throw new Exception("Please use lock-free structures and do not use synchronized()")
-  }
-  override def notifyDefault() = {
-    throw new Exception("Please use lock-free structures and do not use notify()")
-  }
-  override def notifyAllDefault() = {
-    throw new Exception("Please use lock-free structures and do not use notifyAll()")
-  }
-}
-
-
-abstract class ThreadState {
-  def locks: Seq[AnyRef]
-}
-trait CanContinueIfAcquiresLock extends ThreadState {
-  def lockToAquire: AnyRef
-}
-case object Start extends ThreadState { def locks: Seq[AnyRef] = Seq.empty }
-case object End extends ThreadState { def locks: Seq[AnyRef] = Seq.empty }
-case class Wait(lockToAquire: AnyRef, locks: Seq[AnyRef]) extends ThreadState
-case class SyncUnique(lockToAquire: AnyRef, locks: Seq[AnyRef]) extends ThreadState with CanContinueIfAcquiresLock
-case class Sync(lockToAquire: AnyRef, locks: Seq[AnyRef]) extends ThreadState with CanContinueIfAcquiresLock
-case class Running(locks: Seq[AnyRef]) extends ThreadState
-case class VariableReadWrite(locks: Seq[AnyRef]) extends ThreadState

previous-exams/2021-midterm/m14/src/test/scala/m14/instrumentation/SchedulableBlockingQueue.scala

-package m14
-package instrumentation
-
-class SchedulableBlockingQueue[T](val scheduler: Scheduler)
-  extends m14.M14.BlockingQueue[T] with MockedMonitor {
-    private var underlying: List[T] = Nil
-
-    override def getUnderlying(): List[T] =
-      scheduler.exec {
-        underlying
-      }(s"Get $underlying")
-
-    override def setUnderlying(newValue: List[T]): Unit =
-      scheduler.exec {
-        underlying = newValue
-      }(s"Set $newValue")
-}

previous-exams/2021-midterm/m14/src/test/scala/m14/instrumentation/Scheduler.scala

-package m14
-package instrumentation
-
-import java.util.concurrent._;
-import scala.concurrent.duration._
-import scala.collection.mutable._
-import Stats._
-
-import java.util.concurrent.atomic.AtomicInteger
-
-sealed abstract class Result
-case class RetVal(rets: List[Any]) extends Result
-case class Except(msg: String, stackTrace: Array[StackTraceElement]) extends Result
-case class Timeout(msg: String) extends Result
-
-/**
- * A class that maintains schedule and a set of thread ids.
- * The schedules are advanced after an operation of a SchedulableBuffer is performed.
- * Note: the real schedule that is executed may deviate from the input schedule
- * due to the adjustments that had to be made for locks
- */
-class Scheduler(sched: List[Int]) {
-  val maxOps = 500 // a limit on the maximum number of operations the code is allowed to perform
-
-  private var schedule = sched
-  private var numThreads = 0
-  private val realToFakeThreadId = Map[Long, Int]()
-  private val opLog = ListBuffer[String]() // a mutable list (used for efficient concat)
-  private val threadStates = Map[Int, ThreadState]()
-
-  /**
-   * Runs a set of operations in parallel as per the schedule.
-   * Each operation may consist of many primitive operations like reads or writes
-   * to shared data structure each of which should be executed using the function `exec`.
-   * @timeout in milliseconds
-   * @return true - all threads completed on time,  false -some tests timed out.
-   */
-  def runInParallel(timeout: Long, ops: List[() => Any]): Result = {
-    numThreads = ops.length
-    val threadRes = Array.fill(numThreads) { None: Any }
-    var exception: Option[Except] = None
-    val syncObject = new Object()
-    var completed = new AtomicInteger(0)
-    // create threads
-    val threads = ops.zipWithIndex.map {
-      case (op, i) =>
-        new Thread(new Runnable() {
-          def run(): Unit = {
-            val fakeId = i + 1
-            setThreadId(fakeId)
-            try {
-              updateThreadState(Start)
-              val res = op()
-              updateThreadState(End)
-              threadRes(i) = res
-              // notify the master thread if all threads have completed
-              if (completed.incrementAndGet() == ops.length) {
-                syncObject.synchronized { syncObject.notifyAll() }
-              }
-            } catch {
-              case e: Throwable if exception != None => // do nothing here and silently fail
-              case e: Throwable =>
-                log(s"throw ${e.toString}")
-                exception = Some(Except(s"Thread $fakeId crashed on the following schedule: \n" + opLog.mkString("\n"),
-                    e.getStackTrace))
-                syncObject.synchronized { syncObject.notifyAll() }
-              //println(s"$fakeId: ${e.toString}")
-              //Runtime.getRuntime().halt(0) //exit the JVM and all running threads (no other way to kill other threads)
-            }
-          }
-        })
-    }
-    // start all threads
-    threads.foreach(_.start())
-    // wait for all threads to complete, or for an exception to be thrown, or for the time out to expire
-    var remTime = timeout
-    syncObject.synchronized {
-      timed { if(completed.get() != ops.length) syncObject.wait(timeout) } { time => remTime -= time }
-    }
-    if (exception.isDefined) {
-      exception.get
-    } else if (remTime <= 1) { // timeout ? using 1 instead of zero to allow for some errors
-      Timeout(opLog.mkString("\n"))
-    } else {
-      // every thing executed normally
-      RetVal(threadRes.toList)
-    }
-  }
-
-  // Updates the state of the current thread
-  def updateThreadState(state: ThreadState): Unit = {
-    val tid = threadId
-    synchronized {
-      threadStates(tid) = state
-    }
-    state match {
-      case Sync(lockToAquire, locks) =>
-        if (locks.indexOf(lockToAquire) < 0) waitForTurn else {
-          // Re-aqcuiring the same lock
-          updateThreadState(Running(lockToAquire +: locks))
-        }
-      case Start      => waitStart()
-      case End        => removeFromSchedule(tid)
-      case Running(_) =>
-      case _          => waitForTurn // Wait, SyncUnique, VariableReadWrite
-    }
-  }
-
-  def waitStart(): Unit = {
-    //while (threadStates.size < numThreads) {
-    //Thread.sleep(1)
-    //}
-    synchronized {
-      if (threadStates.size < numThreads) {
-        wait()
-      } else {
-        notifyAll()
-      }
-    }
-  }
-
-  def threadLocks = {
-    synchronized {
-      threadStates(threadId).locks
-    }
-  }
-
-  def threadState = {
-    synchronized {
-      threadStates(threadId)
-    }
-  }
-
-  def mapOtherStates(f: ThreadState => ThreadState) = {
-    val exception = threadId
-    synchronized {
-      for (k <- threadStates.keys if k != exception) {
-        threadStates(k) = f(threadStates(k))
-      }
-    }
-  }
-
-  def log(str: String) = {
-    if((realToFakeThreadId contains Thread.currentThread().getId())) {
-      val space = (" " * ((threadId - 1) * 2))
-      val s = space + threadId + ":" + "\n".r.replaceAllIn(str, "\n" + space + "  ")
-      opLog += s
-    }
-  }
-
-  /**
-   * Executes a read or write operation to a global data structure as per the given schedule
-   * @param msg a message corresponding to the operation that will be logged
-   */
-  def exec[T](primop: => T)(msg: => String, postMsg: => Option[T => String] = None): T = {
-    if(! (realToFakeThreadId contains Thread.currentThread().getId())) {
-      primop
-    } else {
-      updateThreadState(VariableReadWrite(threadLocks))
-      val m = msg
-      if(m != "") log(m)
-      if (opLog.size > maxOps)
-        throw new Exception(s"Total number of reads/writes performed by threads exceed $maxOps. A possible deadlock!")
-      val res = primop
-      postMsg match {
-        case Some(m) => log(m(res))
-        case None =>
-      }
-      res
-    }
-  }
-
-  private def setThreadId(fakeId: Int) = synchronized {
-    realToFakeThreadId(Thread.currentThread.getId) = fakeId
-  }
-
-  def threadId =
-    try {
-      realToFakeThreadId(Thread.currentThread().getId())
-    } catch {
-    case e: NoSuchElementException =>
-      throw new Exception("You are accessing shared variables in the constructor. This is not allowed. The variables are already initialized!")
-    }
-
-  private def isTurn(tid: Int) = synchronized {
-    (!schedule.isEmpty && schedule.head != tid)
-  }
-
-  def canProceed(): Boolean = {
-    val tid = threadId
-    canContinue match {
-      case Some((i, state)) if i == tid =>
-        //println(s"$tid: Runs ! Was in state $state")
-        canContinue = None
-        state match {
-          case Sync(lockToAquire, locks) => updateThreadState(Running(lockToAquire +: locks))
-          case SyncUnique(lockToAquire, locks) =>
-            mapOtherStates {
-              _ match {
-                case SyncUnique(lockToAquire2, locks2) if lockToAquire2 == lockToAquire => Wait(lockToAquire2, locks2)
-                case e => e
-              }
-            }
-            updateThreadState(Running(lockToAquire +: locks))
-          case VariableReadWrite(locks) => updateThreadState(Running(locks))
-        }
-        true
-      case Some((i, state)) =>
-        //println(s"$tid: not my turn but $i !")
-        false
-      case None =>
-        false
-    }
-  }
-
-  var threadPreference = 0 // In the case the schedule is over, which thread should have the preference to execute.
-
-  /** returns true if the thread can continue to execute, and false otherwise */
-  def decide(): Option[(Int, ThreadState)] = {
-    if (!threadStates.isEmpty) { // The last thread who enters the decision loop takes the decision.
-      //println(s"$threadId: I'm taking a decision")
-      if (threadStates.values.forall { case e: Wait => true case _ => false }) {
-        val waiting = threadStates.keys.map(_.toString).mkString(", ")
-        val s = if (threadStates.size > 1) "s" else ""
-        val are = if (threadStates.size > 1) "are" else "is"
-        throw new Exception(s"Deadlock: Thread$s $waiting $are waiting but all others have ended and cannot notify them.")
-      } else {
-        // Threads can be in Wait, Sync, SyncUnique, and VariableReadWrite mode.
-        // Let's determine which ones can continue.
-        val notFree = threadStates.collect { case (id, state) => state.locks }.flatten.toSet
-        val threadsNotBlocked = threadStates.toSeq.filter {
-          case (id, v: VariableReadWrite)         => true
-          case (id, v: CanContinueIfAcquiresLock) => !notFree(v.lockToAquire) || (v.locks contains v.lockToAquire)
-          case _                                  => false
-        }
-        if (threadsNotBlocked.isEmpty) {
-          val waiting = threadStates.keys.map(_.toString).mkString(", ")
-          val s = if (threadStates.size > 1) "s" else ""
-          val are = if (threadStates.size > 1) "are" else "is"
-          val whoHasLock = threadStates.toSeq.flatMap { case (id, state) => state.locks.map(lock => (lock, id)) }.toMap
-          val reason = threadStates.collect {
-            case (id, state: CanContinueIfAcquiresLock) if !notFree(state.lockToAquire) =>
-              s"Thread $id is waiting on lock ${state.lockToAquire} held by thread ${whoHasLock(state.lockToAquire)}"
-          }.mkString("\n")
-          throw new Exception(s"Deadlock: Thread$s $waiting are interlocked. Indeed:\n$reason")
-        } else if (threadsNotBlocked.size == 1) { // Do not consume the schedule if only one thread can execute.
-          Some(threadsNotBlocked(0))
-        } else {
-          val next = schedule.indexWhere(t => threadsNotBlocked.exists { case (id, state) => id == t })
-          if (next != -1) {
-            //println(s"$threadId: schedule is $schedule, next chosen is ${schedule(next)}")
-            val chosenOne = schedule(next) // TODO: Make schedule a mutable list.
-            schedule = schedule.take(next) ++ schedule.drop(next + 1)
-            Some((chosenOne, threadStates(chosenOne)))
-          } else {
-            threadPreference = (threadPreference + 1) % threadsNotBlocked.size
-            val chosenOne = threadsNotBlocked(threadPreference) // Maybe another strategy
-            Some(chosenOne)
-            //threadsNotBlocked.indexOf(threadId) >= 0
-            /*
-            val tnb = threadsNotBlocked.map(_._1).mkString(",")
-            val s = if (schedule.isEmpty) "empty" else schedule.mkString(",")
-            val only = if (schedule.isEmpty) "" else " only"
-            throw new Exception(s"The schedule is $s but$only threads ${tnb} can continue")*/
-          }
-        }
-      }
-    } else canContinue
-  }
-
-  /**
-   * This will be called before a schedulable operation begins.
-   * This should not use synchronized
-   */
-  var numThreadsWaiting = new AtomicInteger(0)
-  //var waitingForDecision = Map[Int, Option[Int]]() // Mapping from thread ids to a number indicating who is going to make the choice.
-  var canContinue: Option[(Int, ThreadState)] = None // The result of the decision thread Id of the thread authorized to continue.
-  private def waitForTurn = {
-    synchronized {
-      if (numThreadsWaiting.incrementAndGet() == threadStates.size) {
-        canContinue = decide()
-        notifyAll()
-      }
-      //waitingForDecision(threadId) = Some(numThreadsWaiting)
-      //println(s"$threadId Entering waiting with ticket number $numThreadsWaiting/${waitingForDecision.size}")
-      while (!canProceed()) wait()
-    }
-    numThreadsWaiting.decrementAndGet()
-  }
-
-  /**
-   * To be invoked when a thread is about to complete
-   */
-  private def removeFromSchedule(fakeid: Int) = synchronized {
-    //println(s"$fakeid: I'm taking a decision because I finished")
-    schedule = schedule.filterNot(_ == fakeid)
-    threadStates -= fakeid
-    if (numThreadsWaiting.get() == threadStates.size) {
-      canContinue = decide()
-      notifyAll()
-    }
-  }
-
-  def getOperationLog() = opLog
-}