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previous-exams/2021-midterm/m1/build.sbt deleted 100644 → 0
View file @ 759afc66
course := "midterm"
assignment := "m1"
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 := "m1.M1Suite"
previous-exams/2021-midterm/m1/grading-tests.jar deleted 100644 → 0
View file @ 759afc66
File deleted
previous-exams/2021-midterm/m1/project/FilteringReporterPlugin.scala deleted 100644 → 0
View file @ 759afc66
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($reporter)"
}
previous-exams/2021-midterm/m1/project/MOOCSettings.scala deleted 100644 → 0
View file @ 759afc66
package ch.epfl.lamp
import sbt._
import sbt.Keys._
/**
* Coursera uses two versions of each assignment. They both have the same assignment key and part id but have
* different item ids.
*
* @param key Assignment key
* @param partId Assignment partId
* @param itemId Item id of the non premium version
* @param premiumItemId Item id of the premium version (`None` if the assignment is optional)
*/
case class CourseraId(key: String, partId: String, itemId: String, premiumItemId: Option[String])
/**
* Settings shared by all assignments, reused in various tasks.
*/
object MOOCSettings extends AutoPlugin {
override def requires = super.requires && filteringReporterPlugin.FilteringReporterPlugin
object autoImport {
val course = SettingKey[String]("course")
val assignment = SettingKey[String]("assignment")
val options = SettingKey[Map[String, Map[String, String]]]("options")
val courseraId = settingKey[CourseraId]("Coursera-specific information identifying the assignment")
val testSuite = settingKey[String]("Fully qualified name of the test suite of this assignment")
.withRank(KeyRanks.Invisible)
// Convenient alias
type CourseraId = ch.epfl.lamp.CourseraId
val CourseraId = ch.epfl.lamp.CourseraId
}
import autoImport._
override val globalSettings: Seq[Def.Setting[_]] = Seq(
// supershell is verbose, buggy and useless.
useSuperShell := false
)
override val projectSettings: Seq[Def.Setting[_]] = Seq(
parallelExecution in Test := false,
// Report test result after each test instead of waiting for every test to finish
logBuffered in Test := false,
name := s"${course.value}-${assignment.value}"
)
}
previous-exams/2021-midterm/m1/project/StudentTasks.scala deleted 100644 → 0
View file @ 759afc66
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/m1/project/build.properties deleted 100644 → 0
View file @ 759afc66
sbt.version=1.4.7
previous-exams/2021-midterm/m1/project/buildSettings.sbt deleted 100644 → 0
View file @ 759afc66
// 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/m1/project/plugins.sbt deleted 100644 → 0
View file @ 759afc66
// addSbtPlugin("org.scala-js" % "sbt-scalajs" % "0.6.28")
addSbtPlugin("ch.epfl.lamp" % "sbt-dotty" % "0.5.3")
previous-exams/2021-midterm/m1/src/main/scala/m1/Lib.scala deleted 100644 → 0
View file @ 759afc66
package m1
////////////////////////////////////////
// NO NEED TO MODIFY THIS SOURCE FILE //
////////////////////////////////////////
trait Lib {
/** If an array has `n` elements and `n < THRESHOLD`, then it should be processed sequentially */
final val THRESHOLD: Int = 33
/** Compute the two values in parallel
*
* Note: Most tests just compute those two sequentially to make any bug simpler to debug
*/
def parallel[T1, T2](op1: => T1, op2: => T2): (T1, T2)
/** A limited array. It only contains the required operations for this exercise. */
trait Arr[T] {
/** Get the i-th element of the array (0-based) */
def apply(i: Int): T
/** Update the i-th element of the array with the given value (0-based) */
def update(i: Int, x: T): Unit
/** Number of elements in this array */
def length: Int
/** Create a copy of this array without the first element */
def tail: Arr[T]
/** Create a copy of this array by mapping all the elements with the given function */
def map[U](f: T => U): Arr[U]
}
object Arr {
/** Create an array with the given elements */
def apply[T](xs: T*): Arr[T] = {
val arr: Arr[T] = Arr.ofLength(xs.length)
for i <- 0 until xs.length do arr(i) = xs(i)
arr
}
/** Create an array with the given length. All elements are initialized to `null`. */
def ofLength[T](n: Int): Arr[T] =
newArrOfLength(n)
}
/** Create an array with the given length. All elements are initialized to `null`. */
def newArrOfLength[T](n: Int): Arr[T]
/** A fractional number representing `numerator/denominator` */
case class Frac(numerator: Int, denominator: Int) {
def toDouble: Double = numerator.toDouble / denominator
}
/** Tree result of an upsweep operation. Specialized for `Frac` results. */
trait TreeRes { val res: Frac }
/** Leaf result of an upsweep operation. Specialized for `Frac` results. */
case class Leaf(from: Int, to: Int, res: Frac) extends TreeRes
/** Tree node result of an upsweep operation. Specialized for `Frac` results. */
case class Node(left: TreeRes, res: Frac, right: TreeRes) extends TreeRes
}
previous-exams/2021-midterm/m1/src/main/scala/m1/M1.scala deleted 100644 → 0
View file @ 759afc66
package m1
trait M1 extends Lib {
// Functions and classes of Lib can be used in here
/** Compute the rolling average of array.
*
* For an array `arr = Arr(x1, x2, x3, ..., xn)` the result is
* `Arr(x1 / 1, (x1 + x2) / 2, (x1 + x2 + x3) / 3, ..., (x1 + x2 + x3 + ... + xn) / n)`
*/
def rollingAveragesParallel(arr: Arr[Int]): Arr[Double] = {
if (arr.length == 0) return Arr.ofLength(0)
val out: Arr[Double] = Arr.ofLength(arr.length)
val tree = upsweep(arr, 0, arr.length)
downsweep(arr, Frac(0, 0), tree, out)
out
}
// No need to modify this
def scanOp(acc: Frac, x: Frac) =
Frac(acc.numerator + x.numerator, acc.denominator + x.denominator)
def upsweep(input: Arr[Int], from: Int, to: Int): TreeRes = {
if (to - from < THRESHOLD)
Leaf(from, to, reduceSequential(input, from + 1, to, Frac(input(from), 1)))
else {
val mid = from + (to - from)/2
val (tL, tR) = parallel(
upsweep(input, from, mid),
upsweep(input, mid, to)
)
Node(tL, scanOp(tL.res, tR.res), tR)
}
}
def downsweep(input: Arr[Int], a0: Frac, tree: TreeRes, output: Arr[Double]): Unit = {
tree match {
case Node(left, _, right) =>
parallel(
downsweep(input, a0, left, output),
downsweep(input, scanOp(a0, left.res), right, output)
)
case Leaf(from, to, _) =>
downsweepSequential(input, from, to, a0, output)
}
}
def downsweepSequential(input: Arr[Int], from: Int, to: Int, a0: Frac, output: Arr[Double]): Unit = {
if (from < to) {
var i = from
var a = a0
while (i < to) {
a = scanOp(a, Frac(input(i), 1))
output(i) = a.toDouble
i = i + 1
}
}
}
def reduceSequential(input: Arr[Int], from: Int, to: Int, a0: Frac): Frac = {
var a = a0
var i = from
while (i < to) {
a = scanOp(a, Frac(input(i), 1))
i = i + 1
}
a
}
}
previous-exams/2021-midterm/m1/src/test/scala/m1/M1Suite.scala deleted 100644 → 0
View file @ 759afc66
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
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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 deleted 100644 → 0
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# 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 deleted 100644 → 0
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// Student tasks (i.e. submit, packageSubmission)
enablePlugins(StudentTasks)
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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/grading-tests.jar deleted 100644 → 0
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File deleted
previous-exams/2021-midterm/m14/project/FilteringReporterPlugin.scala deleted 100644 → 0
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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($reporter)"
}
previous-exams/2021-midterm/m14/project/MOOCSettings.scala deleted 100644 → 0
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package ch.epfl.lamp
import sbt._
import sbt.Keys._
/**
* Coursera uses two versions of each assignment. They both have the same assignment key and part id but have
* different item ids.
*
* @param key Assignment key
* @param partId Assignment partId
* @param itemId Item id of the non premium version
* @param premiumItemId Item id of the premium version (`None` if the assignment is optional)
*/
case class CourseraId(key: String, partId: String, itemId: String, premiumItemId: Option[String])
/**
* Settings shared by all assignments, reused in various tasks.
*/
object MOOCSettings extends AutoPlugin {
override def requires = super.requires && filteringReporterPlugin.FilteringReporterPlugin
object autoImport {
val course = SettingKey[String]("course")
val assignment = SettingKey[String]("assignment")
val options = SettingKey[Map[String, Map[String, String]]]("options")
val courseraId = settingKey[CourseraId]("Coursera-specific information identifying the assignment")
val testSuite = settingKey[String]("Fully qualified name of the test suite of this assignment")
.withRank(KeyRanks.Invisible)
// Convenient alias
type CourseraId = ch.epfl.lamp.CourseraId
val CourseraId = ch.epfl.lamp.CourseraId
}
import autoImport._
override val globalSettings: Seq[Def.Setting[_]] = Seq(
// supershell is verbose, buggy and useless.
useSuperShell := false
)
override val projectSettings: Seq[Def.Setting[_]] = Seq(
parallelExecution in Test := false,
// Report test result after each test instead of waiting for every test to finish
logBuffered in Test := false,
name := s"${course.value}-${assignment.value}"
)
}
previous-exams/2021-midterm/m14/project/StudentTasks.scala deleted 100644 → 0
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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))
}
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sbt.version=1.4.7