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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License
*/
package org.apache.toree.kernel.interpreter.sparkr
import java.net.URL
import org.apache.toree.interpreter.Results.Result
import org.apache.toree.interpreter._
import org.apache.toree.kernel.api.KernelLike
import org.apache.toree.kernel.BuildInfo
import org.slf4j.LoggerFactory
import scala.concurrent.Await
import scala.concurrent.duration._
import scala.tools.nsc.interpreter.{InputStream, OutputStream}
/**
* Represents an interpreter interface to SparkR. Requires a properly-set
* SPARK_HOME pointing to a binary distribution (needs packaged SparkR library)
* and an implementation of R on the path.
*
*/
class SparkRInterpreter(
) extends Interpreter {
private val logger = LoggerFactory.getLogger(this.getClass)
private var _kernel: KernelLike = _
private val rScriptExecutable = "Rscript"
// TODO: Replace hard-coded maximum queue count
/** Represents the state used by this interpreter's R instance. */
private lazy val sparkRState = new SparkRState(500)
/** Represents the bridge used by this interpreter's R instance. */
private lazy val sparkRBridge = SparkRBridge(
sparkRState,
_kernel
)
/** Represents the interface for R to talk to JVM Spark components. */
private lazy val rBackend = new ReflectiveRBackend
/** Represents the process handler used for the SparkR process. */
private lazy val sparkRProcessHandler: SparkRProcessHandler =
new SparkRProcessHandler(
sparkRBridge,
restartOnFailure = true,
restartOnCompletion = true
)
private lazy val sparkRService = new SparkRService(
rScriptExecutable,
rBackend,
sparkRBridge,
sparkRProcessHandler
)
private lazy val sparkRTransformer = new SparkRTransformer
override def init(kernel: KernelLike): Interpreter = {
_kernel = kernel
this
}
/**
* Executes the provided code with the option to silence output.
* @param code The code to execute
* @param silent Whether or not to execute the code silently (no output)
* @return The success/failure of the interpretation and the output from the
* execution or the failure
*/
override def interpret(code: String, silent: Boolean, output: Option[OutputStream]):
(Result, Either[ExecuteOutput, ExecuteFailure]) =
{
if (!sparkRService.isRunning) sparkRService.start()
val futureResult = sparkRTransformer.transformToInterpreterResult(
sparkRService.submitCode(code, kernelOutputStream = output)
)
Await.result(futureResult, Duration.Inf)
}
/**
* Starts the interpreter, initializing any internal state.
* @return A reference to the interpreter
*/
override def start(): Interpreter = {
sparkRService.start()
this
}
/**
* Stops the interpreter, removing any previous internal state.
* @return A reference to the interpreter
*/
override def stop(): Interpreter = {
sparkRService.stop()
this
}
/**
* Returns the class loader used by this interpreter.
*
* @return The runtime class loader used by this interpreter
*/
override def classLoader: ClassLoader = this.getClass.getClassLoader
// Unsupported (but can be invoked)
override def lastExecutionVariableName: Option[String] = None
// Unsupported (but can be invoked)
override def read(variableName: String): Option[AnyRef] = None
// Unsupported
override def updatePrintStreams(in: InputStream, out: OutputStream, err: OutputStream): Unit = ???
// Unsupported
override def interrupt(): Interpreter = ???
// Unsupported
override def bind(variableName: String, typeName: String, value: Any, modifiers: List[String]): Unit = ???
// Unsupported
override def addJars(jars: URL*): Unit = ???
// Unsupported
override def doQuietly[T](body: => T): T = ???
override def languageInfo = {
import sys.process._
// Issue a subprocess call to grab the R version. This is better than polling a child process.
val version = Seq(
rScriptExecutable,
"-e",
"cat(R.version$major, '.', R.version$minor, sep='', fill=TRUE)").!!
LanguageInfo(
"R", version = version,
fileExtension = Some(".R"),
pygmentsLexer = Some("r"),
mimeType = Some("text/x-rsrc"),
codemirrorMode = Some("text/x-rsrc"))
}
}