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build.sbt
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build.sbt
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import java.io.{File, PrintWriter}
import java.net.URL
import org.apache.commons.io.FileUtils
import sbt.internal.util.ManagedLogger
import scala.sys.process.Process
val condaEnvName = "mmlspark"
name := "mmlspark"
organization := "com.microsoft.ml.spark"
scalaVersion := "2.11.12"
val sparkVersion = "2.4.0"
val sprayVersion = "1.3.4"
val cntkVersion = "2.4"
libraryDependencies ++= Seq(
"org.apache.spark" %% "spark-core" % sparkVersion % "compile",
"org.apache.spark" %% "spark-mllib" % sparkVersion % "compile",
"org.scalactic" %% "scalactic" % "3.0.5",
"org.scalatest" %% "scalatest" % "3.0.5",
"io.spray" %% "spray-json" % "1.3.2",
"com.microsoft.cntk" % "cntk" % cntkVersion,
"org.openpnp" % "opencv" % "3.2.0-1",
"com.jcraft" % "jsch" % "0.1.54",
"com.jcraft" % "jsch" % "0.1.54",
"org.apache.httpcomponents" % "httpclient" % "4.5.6",
"com.microsoft.ml.lightgbm" % "lightgbmlib" % "2.2.350"
)
lazy val IntegrationTest2 = config("it").extend(Test)
def join(folders: String*): File = {
folders.tail.foldLeft(new File(folders.head)) { case (f, s) => new File(f, s) }
}
val createCondaEnvTask = TaskKey[Unit]("createCondaEnv", "create conda env")
createCondaEnvTask := {
val s = streams.value
val hasEnv = Process("conda env list").lineStream.toList
.map(_.split("\\s+").head).contains(condaEnvName)
if (!hasEnv) {
Process(
"conda env create -f environment.yaml",
new File(".")) ! s.log
} else {
println("Found conda env " + condaEnvName)
}
}
val cleanCondaEnvTask = TaskKey[Unit]("cleanCondaEnv", "create conda env")
cleanCondaEnvTask := {
val s = streams.value
Process(
s"conda env remove --name $condaEnvName -y",
new File(".")) ! s.log
}
def osPrefix: Seq[String] = {
if (sys.props("os.name").toLowerCase.contains("windows")) {
Seq("cmd", "/C")
} else {
Seq()
}
}
def activateCondaEnv: Seq[String] = {
if (sys.props("os.name").toLowerCase.contains("windows")) {
osPrefix ++ Seq("activate", condaEnvName, "&&")
} else {
Seq()
//TODO figure out why this doesent work
//Seq("/bin/bash", "-l", "-c", "source activate " + condaEnvName, "&&")
}
}
val packagePythonTask = TaskKey[Unit]("packagePython", "Package python sdk")
val genDir = join("target", "scala-2.11", "generated")
val unidocDir = join("target", "scala-2.11", "unidoc")
val pythonSrcDir = join(genDir.toString, "src", "python")
val unifiedDocDir = join(genDir.toString, "doc")
val pythonDocDir = join(unifiedDocDir.toString, "pyspark")
val pythonPackageDir = join(genDir.toString, "package", "python")
val pythonTestDir = join(genDir.toString, "test", "python")
val generatePythonDoc = TaskKey[Unit]("generatePythonDoc", "Generate sphinx docs for python")
generatePythonDoc := {
val s = streams.value
installPipPackageTask.value
Process( activateCondaEnv ++ Seq("sphinx-apidoc", "-f", "-o", "doc", "."),
join(pythonSrcDir.toString, "mmlspark")) ! s.log
Process( activateCondaEnv ++ Seq("sphinx-build", "-b", "html", "doc", "../../../doc/pyspark"),
join(pythonSrcDir.toString, "mmlspark")) ! s.log
}
def uploadToBlob(source: String, dest: String,
container: String, log: ManagedLogger,
accountName: String="mmlspark"): Int = {
val command = Seq("az", "storage", "blob", "upload-batch",
"--source", source,
"--destination", container,
"--destination-path", dest,
"--account-name", accountName,
"--account-key", Secrets.storageKey)
Process(osPrefix ++ command) ! log
}
val publishDocs = TaskKey[Unit]("publishDocs", "publish docs for scala and python")
publishDocs := {
val s = streams.value
generatePythonDoc.value
(Compile / unidoc).value
val html =
"""
|<html><body><pre style="font-size: 150%;">
|<a href="pyspark/index.html">pyspark/</u>
|<a href="scala/index.html">scala/</u>
|</pre></body></html>
""".stripMargin
val scalaDir = join(unifiedDocDir.toString, "scala")
if (scalaDir.exists()) FileUtils.forceDelete(scalaDir)
FileUtils.copyDirectory(unidocDir, scalaDir)
FileUtils.writeStringToFile(join(unifiedDocDir.toString, "index.html"), html, "utf-8")
uploadToBlob(unifiedDocDir.toString, version.value, "docs", s.log)
}
def pythonizeVersion(v: String): String = {
if (v.contains("+")){
v.split("+".head).head + ".dev1"
}else{
v
}
}
packagePythonTask := {
val s = streams.value
(run in IntegrationTest2).toTask("").value
createCondaEnvTask.value
val destPyDir = join("target", "scala-2.11", "classes", "mmlspark")
if (destPyDir.exists()) FileUtils.forceDelete(destPyDir)
FileUtils.copyDirectory(join(pythonSrcDir.getAbsolutePath, "mmlspark"), destPyDir)
Process(
activateCondaEnv ++
Seq(s"python", "setup.py", "bdist_wheel", "--universal", "-d", s"${pythonPackageDir.absolutePath}"),
pythonSrcDir,
"MML_PY_VERSION" -> pythonizeVersion(version.value)) ! s.log
}
val installPipPackageTask = TaskKey[Unit]("installPipPackage", "install python sdk")
installPipPackageTask := {
val s = streams.value
publishLocal.value
packagePythonTask.value
Process(
activateCondaEnv ++ Seq("pip", "install",
s"mmlspark-${pythonizeVersion(version.value)}-py2.py3-none-any.whl"),
pythonPackageDir) ! s.log
}
val testPythonTask = TaskKey[Unit]("testPython", "test python sdk")
testPythonTask := {
val s = streams.value
installPipPackageTask.value
Process(
activateCondaEnv ++ Seq("python", "tools/pytest/run_all_tests.py"),
new File("."),
"MML_VERSION" -> version.value
) ! s.log
}
val getDatasetsTask = TaskKey[Unit]("getDatasets", "download datasets used for testing")
val datasetName = "datasets-2019-05-02.tgz"
val datasetUrl = new URL(s"https://mmlspark.blob.core.windows.net/installers/$datasetName")
val datasetDir = settingKey[File]("The directory that holds the dataset")
datasetDir := {
join(target.value.toString, "scala-2.11", "datasets", datasetName.split(".".toCharArray.head).head)
}
getDatasetsTask := {
val d = datasetDir.value.getParentFile
val f = new File(d, datasetName)
if (!d.exists()) d.mkdirs()
if (!f.exists()) {
FileUtils.copyURLToFile(datasetUrl, f)
UnzipUtils.unzip(f, d)
}
}
val setupTask = TaskKey[Unit]("setup", "set up library for intellij")
setupTask := {
(Compile / compile).toTask.value
(Test / compile).toTask.value
(IntegrationTest2 / compile).toTask.value
getDatasetsTask.value
}
val publishBlob = TaskKey[Unit]("publishBlob", "publish the library to mmlspark blob")
publishBlob := {
val s = streams.value
publishM2.value
val scalaVersionSuffix = scalaVersion.value.split(".".toCharArray.head).dropRight(1).mkString(".")
val nameAndScalaVersion = s"${name.value}_$scalaVersionSuffix"
val localPackageFolder = join(
Seq(new File(new URI(Resolver.mavenLocal.root)).getAbsolutePath)
++ organization.value.split(".".toCharArray.head)
++ Seq(nameAndScalaVersion, version.value): _*).toString
val blobMavenFolder = organization.value.replace(".", "/") +
s"/$nameAndScalaVersion/${version.value}"
uploadToBlob(localPackageFolder, blobMavenFolder, "maven", s.log)
}
val settings = Seq(
(scalastyleConfig in Test) := baseDirectory.value / "scalastyle-test-config.xml",
logBuffered in Test := false,
buildInfoKeys := Seq[BuildInfoKey](
name, version, scalaVersion, sbtVersion,
baseDirectory, datasetDir),
parallelExecution in Test := false,
buildInfoPackage := "com.microsoft.ml.spark.build") ++
inConfig(IntegrationTest2)(Defaults.testSettings)
lazy val mmlspark = (project in file("."))
.configs(IntegrationTest2)
.enablePlugins(BuildInfoPlugin)
.enablePlugins(ScalaUnidocPlugin)
.settings(settings: _*)
homepage := Some(url("https://github.com/Azure/mmlspark"))
scmInfo := Some(ScmInfo(url("https://github.com/Azure/mmlspark"), "git@github.com:Azure/mmlspark.git"))
developers := List(
Developer("mhamilton723", "Mark Hamilton",
"mmlspark-support@microsoft.com", url("https://github.com/mhamilton723")),
Developer("imatiach-msft", "Ilya Matiach",
"mmlspark-support@microsoft.com", url("https://github.com/imatiach-msft")),
Developer("drdarshan", "Sudarshan Raghunathan",
"mmlspark-support@microsoft.com", url("https://github.com/drdarshan"))
)
credentials += Credentials("Sonatype Nexus Repository Manager",
"oss.sonatype.org",
Secrets.nexusUsername,
Secrets.nexusPassword)
pgpPassphrase := Some(Secrets.pgpPassword.toCharArray)
pgpSecretRing := {
val temp = File.createTempFile("secret", ".asc")
new PrintWriter(temp) {
write(Secrets.pgpPrivate); close()
}
temp
}
pgpPublicRing := {
val temp = File.createTempFile("public", ".asc")
new PrintWriter(temp) {
write(Secrets.pgpPublic); close()
}
temp
}
licenses += ("MIT", url("https://github.com/Azure/mmlspark/blob/master/LICENSE"))
publishMavenStyle := true
publishTo := Some(
if (isSnapshot.value) {
Opts.resolver.sonatypeSnapshots
} else {
Opts.resolver.sonatypeStaging
}
)