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build.sbt
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build.sbt
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name := "opaque"
version := "0.1"
organization := "edu.berkeley.cs.amplab"
scalaVersion := "2.12.10"
libraryDependencies += "org.scalanlp" %% "breeze" % "1.1"
libraryDependencies += "org.scalatest" %% "scalatest" % "3.0.5" % "test"
libraryDependencies ++= Seq(
"io.grpc" % "grpc-netty" % scalapb.compiler.Version.grpcJavaVersion,
"com.thesamet.scalapb" %% "scalapb-runtime-grpc" % scalapb.compiler.Version.scalapbVersion,
"com.google.guava" % "guava" % "21.0"
)
enablePlugins(SparkPlugin)
sparkVersion := "3.1.1"
sparkComponents ++= Seq("core", "sql", "catalyst", "repl")
concurrentRestrictions in Global := Seq(Tags.limit(Tags.Test, 1))
fork in Test := true
/* Create fat jar with src and test classes using build/sbt test:assembly */
Project.inConfig(Test)(baseAssemblySettings)
test in assembly := {}
test in (Test, assembly) := {}
// From https://stackoverflow.com/questions/14791955/assembly-merge-strategy-issues-using-sbt-assembly
// Note that this creates a larger fat jar than the old strategy of deleting everything in META-INF,
// but the GRPC client code requires a file defined in that folder
lazy val commonMergeStrategy: String => sbtassembly.MergeStrategy =
x =>
x match {
case x if Assembly.isConfigFile(x) =>
MergeStrategy.concat
case PathList(ps @ _*) if Assembly.isReadme(ps.last) || Assembly.isLicenseFile(ps.last) =>
MergeStrategy.rename
case PathList("META-INF", xs @ _*) =>
(xs map { _.toLowerCase }) match {
case ("manifest.mf" :: Nil) | ("index.list" :: Nil) | ("dependencies" :: Nil) =>
MergeStrategy.discard
case ps @ (x :: xs) if ps.last.endsWith(".sf") || ps.last.endsWith(".dsa") =>
MergeStrategy.discard
case "plexus" :: xs =>
MergeStrategy.discard
case "services" :: xs =>
MergeStrategy.filterDistinctLines
case ("spring.schemas" :: Nil) | ("spring.handlers" :: Nil) =>
MergeStrategy.filterDistinctLines
case _ => MergeStrategy.first
}
case _ => MergeStrategy.first
}
assembly / assemblyMergeStrategy := commonMergeStrategy
assemblyMergeStrategy in (Test, assembly) := commonMergeStrategy
/* Include the newer version of com.google.guava found in libraryDependencies
* in the fat jar rather than 14.0 supplied by Spark (gRPC does not work otherwise)
*/
lazy val commonShadeRules = Seq(ShadeRule.rename("com.google.**" -> "updatedGuava.@1").inAll)
assemblyShadeRules in assembly := commonShadeRules
assemblyShadeRules in (Test, assembly) := commonShadeRules
/*
* local-cluster[*,*,*] in our tests requires a packaged .jar file to run correctly.
* See https://stackoverflow.com/questions/28186607/java-lang-classcastexception-using-lambda-expressions-in-spark-job-on-remote-ser
* The following code creates dependencies for test and testOnly to ensure that the required .jar is always created by
* build/sbt package before running any tests. Note that .class files are still only compiled ONCE for both package and tests,
* so the performance impact is very minimal.
*/
(test in Test) := {
((test in Test))
.dependsOn(Keys.`package` in Compile)
.dependsOn(Keys.`package` in Test)
.dependsOn(synthTestDataTask)
.value
}
(Keys.`testOnly` in Test) := {
((Keys.`testOnly` in Test))
.dependsOn(Keys.`package` in Compile)
.dependsOn(Keys.`package` in Test)
.dependsOn(synthTestDataTask)
.evaluated
}
testOptions in Test += Tests.Argument("-oF")
lazy val commonJavaOptions =
Seq("-Xmx4096m", "-XX:ReservedCodeCacheSize=384m")
Test / javaOptions := commonJavaOptions
run / javaOptions := commonJavaOptions ++ Seq("-Dspark.master=local[1]")
scalacOptions ++= Seq(
"-deprecation",
"-encoding",
"UTF-8",
"-feature",
"-unchecked",
"-Xfuture",
"-Xlint:_",
"-Ywarn-adapted-args",
"-Ywarn-dead-code",
"-Ywarn-inaccessible",
"-Ywarn-infer-any",
"-Ywarn-nullary-override",
"-Ywarn-nullary-unit",
"-Ywarn-unused-import"
)
scalacOptions in (Compile, console) := Seq.empty
val flatbuffersGenCppDir =
SettingKey[File]("flatbuffersGenCppDir", "Location of Flatbuffers generated C++ files.")
flatbuffersGenCppDir := sourceManaged.value / "flatbuffers" / "gen-cpp"
val buildType = SettingKey[BuildType]("buildType", "Release, Debug, or Profile.")
buildType := Release
scalacOptions ++= { if (buildType.value == Debug) Seq("-g:vars") else Nil }
javaOptions ++= {
if (buildType.value == Debug)
Seq("-Xdebug", "-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=8000")
else Nil
}
val fetchFlatbuffersLibTask = TaskKey[File](
"fetchFlatbuffersLib",
"Fetches and builds the Flatbuffers library, returning its location."
)
unmanagedSources in Compile ++= ((fetchFlatbuffersLibTask.value / "java") ** "*.java").get
val buildFlatbuffersTask = TaskKey[Seq[File]](
"buildFlatbuffers",
"Generates Java and C++ sources from Flatbuffers interface files, returning the Java sources."
)
sourceGenerators in Compile += buildFlatbuffersTask.taskValue
val enclaveBuildTask = TaskKey[File](
"enclaveBuild",
"Builds the C++ enclave code, returning the directory containing the resulting shared libraries."
)
compile in Compile := { (compile in Compile).dependsOn(enclaveBuildTask).value }
val copyEnclaveLibrariesToResourcesTask = TaskKey[Seq[File]](
"copyEnclaveLibrariesToResources",
"Copies the enclave libraries to the managed resources directory, returning the copied files."
)
resourceGenerators in Compile += copyEnclaveLibrariesToResourcesTask.taskValue
// Add the managed resource directory to the resource classpath so we can find libraries at runtime
managedResourceDirectories in Compile += resourceManaged.value
Compile / PB.protoSources := Seq(sourceDirectory.value / "protobuf")
Compile / PB.targets := Seq(scalapb.gen() -> (Compile / sourceManaged).value / "scalapb")
// Watch the enclave C++ files
watchSources ++=
((sourceDirectory.value / "cpp") ** (("*.cpp" || "*.c" || "*.h" || "*.tcc" || "*.edl" || "CMakeLists.txt") -- ".*")).get
// Watch the Flatbuffer schemas
watchSources ++=
((sourceDirectory.value / "flatbuffers") ** "*.fbs").get
val synthTestDataTask = TaskKey[Unit]("synthTestData", "Synthesizes test data.")
val oeGdbTask =
TaskKey[Unit](
"oe-gdb-task",
"Runs the test suite specified in ./project/resources under the oe-gdb debugger."
)
def oeGdbCommand = Command.command("oe-gdb") { state =>
Project.extract(state).runTask(oeGdbTask, state)
state
}
val synthBenchmarkDataTask = TaskKey[Unit]("synthBenchmarkData", "Synthesizes benchmark data.")
def data = Command.command("data") { state =>
Project.runTask(synthBenchmarkDataTask, state)
state
}
val zipPythonFilesTask = TaskKey[Unit](
"zipPythonFilesTask",
"Creates a zip of all the Python files (including generated protobuf files) and the listener in the target directory."
)
compile in Compile := { (compile in Compile).dependsOn(zipPythonFilesTask).value }
commands += oeGdbCommand
commands += data
initialCommands in console :=
"""
|import org.apache.spark.SparkContext
|import org.apache.spark.sql.SQLContext
|import org.apache.spark.sql.catalyst.analysis._
|import org.apache.spark.sql.catalyst.dsl._
|import org.apache.spark.sql.catalyst.errors._
|import org.apache.spark.sql.catalyst.expressions._
|import org.apache.spark.sql.catalyst.plans.logical._
|import org.apache.spark.sql.catalyst.rules._
|import org.apache.spark.sql.catalyst.util._
|import org.apache.spark.sql.execution
|import org.apache.spark.sql.functions._
|import org.apache.spark.sql.types._
|import org.apache.log4j.Level
|import org.apache.log4j.LogManager
|
|LogManager.getLogger("org.apache.spark").setLevel(Level.WARN)
|LogManager.getLogger("org.apache.spark.executor.Executor").setLevel(Level.WARN)
|
|val spark = (org.apache.spark.sql.SparkSession.builder()
| .master("local")
| .appName("Opaque shell")
| .getOrCreate())
|val sc = spark.sparkContext
|val sqlContext = spark.sqlContext
|
|import spark.implicits._
|
|import edu.berkeley.cs.rise.opaque.implicits._
|edu.berkeley.cs.rise.opaque.Utils.initOpaqueSQL(spark, testing = true)
""".stripMargin
cleanupCommands in console := "spark.stop()"
import scala.sys.process.Process
nativePlatform := {
try {
val lines = Process("uname -sm").lines
if (lines.length == 0) {
sys.error("Error occured trying to run `uname`")
}
// uname -sm returns "<kernel> <hardware name>"
val parts = lines.head.split(" ")
if (parts.length != 2) {
sys.error("'uname -sm' returned unexpected string: " + lines.head)
} else {
val arch = parts(1).toLowerCase.replaceAll("\\s", "")
val kernel = parts(0).toLowerCase.replaceAll("\\s", "")
arch + "-" + kernel
}
} catch {
case ex: Exception =>
sLog.value.error("Error trying to determine platform.")
sLog.value.warn("Cannot determine platform! It will be set to 'unknown'.")
"unknown-unknown"
}
}
oeGdbTask := {
(compile in Test).value
Process(
Seq(
"oegdb",
"java",
"-x",
((baseDirectory in ThisBuild).value / "project" / "resources" / "run-tests.gdb").getPath
),
None,
"CLASSPATH" -> (fullClasspath in Test).value.map(_.data.getPath).mkString(":")
).!<
}
fetchFlatbuffersLibTask := {
val flatbuffersVersion = "1.7.0"
val flatbuffersSource = target.value / "flatbuffers" / s"flatbuffers-$flatbuffersVersion"
if (!flatbuffersSource.exists) {
// Fetch flatbuffers from Github
streams.value.log.info(s"Fetching Flatbuffers")
val flatbuffersUrl =
new java.net.URL(s"https://github.com/google/flatbuffers/archive/v$flatbuffersVersion.zip")
IO.unzipURL(flatbuffersUrl, flatbuffersSource.getParentFile)
}
val flatc = flatbuffersSource / "flatc"
if (!flatc.exists) {
// Build flatbuffers with cmake
streams.value.log.info(s"Building Flatbuffers")
val nproc = java.lang.Runtime.getRuntime.availableProcessors
if (
Process(
Seq(
"cmake",
"-G",
"Unix Makefiles",
"-DFLATBUFFERS_BUILD_TESTS=OFF",
"-DFLATBUFFERS_BUILD_FLATLIB=OFF",
"-DFLATBUFFERS_BUILD_FLATHASH=OFF",
"-DFLATBUFFERS_BUILD_FLATC=ON"
),
flatbuffersSource
).! != 0
|| Process(Seq("make", "-j" + nproc), flatbuffersSource).! != 0
) {
sys.error("Flatbuffers library build failed.")
}
}
flatbuffersSource
}
// Flatbuffers header file generation
buildFlatbuffersTask := {
import sys.process._
val flatc = fetchFlatbuffersLibTask.value / "flatc"
val javaOutDir = sourceManaged.value / "flatbuffers" / "gen-java"
val flatbuffers = ((sourceDirectory.value / "flatbuffers") ** "*.fbs").get
// Only regenerate Flatbuffers headers if any .fbs file changed, indicated by their latest
// modification time being newer than all generated headers. We do this because regenerating
// Flatbuffers headers causes a full enclave rebuild, which is slow.
val fbsLastMod = flatbuffers.map(_.lastModified).max
val gen = (flatbuffersGenCppDir.value ** "*.h" +++ javaOutDir ** "*.java").get
if (gen.isEmpty || fbsLastMod > gen.map(_.lastModified).max) {
for (fbs <- flatbuffers) {
streams.value.log.info(s"Generating flatbuffers for ${fbs}")
if (
Seq(flatc.getPath, "--cpp", "-o", flatbuffersGenCppDir.value.getPath, fbs.getPath).! != 0
|| Seq(flatc.getPath, "--java", "-o", javaOutDir.getPath, fbs.getPath).! != 0
) {
sys.error("Flatbuffers build failed.")
}
}
}
(javaOutDir ** "*.java").get
}
enclaveBuildTask := {
buildFlatbuffersTask.value // Enclave build depends on the generated C++ headers
val enclaveSourceDir = baseDirectory.value / "src" / "cpp"
val enclaveBuildDir = target.value / "cpp"
enclaveBuildDir.mkdirs()
val cmakeResult =
Process(
Seq(
"cmake",
s"-DCMAKE_INSTALL_PREFIX:PATH=${enclaveBuildDir.getPath}",
s"-DCMAKE_BUILD_TYPE=${buildType.value}",
s"-DFLATBUFFERS_LIB_DIR=${(fetchFlatbuffersLibTask.value / "include").getPath}",
s"-DFLATBUFFERS_GEN_CPP_DIR=${flatbuffersGenCppDir.value.getPath}",
enclaveSourceDir.getPath
),
enclaveBuildDir
).!
if (cmakeResult != 0) sys.error("C++ build failed.")
val nproc = java.lang.Runtime.getRuntime.availableProcessors
val buildResult = Process(Seq("make", "-j" + nproc), enclaveBuildDir).!
if (buildResult != 0) sys.error("C++ build failed.")
val installResult = Process(Seq("make", "install"), enclaveBuildDir).!
if (installResult != 0) sys.error("C++ build failed.")
enclaveBuildDir / "lib"
}
copyEnclaveLibrariesToResourcesTask := {
val libraries = (enclaveBuildTask.value ** "*.so").get
val mappings: Seq[(File, String)] =
libraries pair Path.rebase(enclaveBuildTask.value, s"/native/${nativePlatform.value}")
val resources: Seq[File] = for ((file, path) <- mappings) yield {
val resource = resourceManaged.value / path
IO.copyFile(file, resource)
resource
}
resources
}
synthTestDataTask := {
val diseaseDataFiles =
for {
diseaseDir <- (baseDirectory.value / "data" / "disease").get
name <- Seq("disease.csv", "gene.csv", "treatment.csv", "patient-125.csv")
} yield new File(diseaseDir, name)
val tpchDir = baseDirectory.value / "data" / "tpch" / "sf_001"
tpchDir.mkdirs()
val tpchDataFiles =
for {
name <- Seq(
"customer.tbl",
"lineitem.tbl",
"nation.tbl",
"orders.tbl",
"partsupp.tbl",
"part.tbl",
"region.tbl",
"supplier.tbl"
)
} yield new File(tpchDir, name)
if (!diseaseDataFiles.forall(_.exists)) {
import sys.process._
val ret = Seq("data/disease/synth-disease-data").!
if (ret != 0) sys.error("Failed to synthesize disease test data.")
}
if (!tpchDataFiles.forall(_.exists)) {
import sys.process._
val ret = Seq("data/tpch/synth-tpch-test-data").!
if (ret != 0) sys.error("Failed to synthesize TPC-H test data.")
}
}
synthBenchmarkDataTask := {
val tpchDir = baseDirectory.value / "data" / "tpch"
tpchDir.mkdirs()
val tpchDataDirs =
for {
folder <- Seq("sf_01", "sf_1", "sf_3", "sf_5", "sf_10")
} yield new File(tpchDir, folder)
for (dataDir <- tpchDataDirs) {
val tpchDataFiles =
for {
name <- Seq(
"customer.tbl",
"lineitem.tbl",
"nation.tbl",
"orders.tbl",
"partsupp.tbl",
"part.tbl",
"region.tbl",
"supplier.tbl"
)
} yield new File(tpchDir, name)
if (!tpchDataFiles.forall(_.exists)) {
import sys.process._
val ret = Seq("data/tpch/synth-tpch-benchmark-data").!
if (ret != 0) sys.error("Failed to synthesize TPC-H benchmark data.")
}
}
}
zipPythonFilesTask := {
val pythonDir = sourceDirectory.value / "python"
// First generate the Python protobuf files
val protoSourceDir = sourceDirectory.value / "protobuf"
val pythonProtoDir = pythonDir / "protobuf"
Process(
Seq(
"python3",
"-m",
"grpc_tools.protoc",
s"-I=${protoSourceDir}",
s"--python_out=${pythonProtoDir}",
s"--grpc_python_out=${pythonProtoDir}",
s"${protoSourceDir}/client.proto",
s"${protoSourceDir}/listener.proto"
)
).!
// Then move all Python files
Process(Seq("cp", "-a", s"${pythonDir}", s"${target.value}")).!
// Finally zip everything together
val pythonBuildDir = target.value / "python"
IO.zip(Path.allSubpaths(pythonBuildDir), target.value / "python.zip")
}