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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.spark.repl
import java.io.BufferedReader
import scala.Predef.{println => _, _}
import scala.tools.nsc.Settings
import scala.tools.nsc.interpreter.{ILoop, JPrintWriter}
import scala.tools.nsc.util.stringFromStream
import scala.util.Properties.{javaVersion, javaVmName, versionString}
/**
* A Spark-specific interactive shell.
*/
class SparkILoop(in0: Option[BufferedReader], out: JPrintWriter)
extends ILoop(in0, out) {
def this(in0: BufferedReader, out: JPrintWriter) = this(Some(in0), out)
def this() = this(None, new JPrintWriter(Console.out, true))
def initializeSpark() {
intp.beQuietDuring {
processLine("""
@transient val spark = if (org.apache.spark.repl.Main.sparkSession != null) {
org.apache.spark.repl.Main.sparkSession
} else {
org.apache.spark.repl.Main.createSparkSession()
}
@transient val sc = {
val _sc = spark.sparkContext
if (_sc.getConf.getBoolean("spark.ui.reverseProxy", false)) {
val proxyUrl = _sc.getConf.get("spark.ui.reverseProxyUrl", null)
if (proxyUrl != null) {
println(s"Spark Context Web UI is available at ${proxyUrl}/proxy/${_sc.applicationId}")
} else {
println(s"Spark Context Web UI is available at Spark Master Public URL")
}
} else {
_sc.uiWebUrl.foreach {
webUrl => println(s"Spark context Web UI available at ${webUrl}")
}
}
println("Spark context available as 'sc' " +
s"(master = ${_sc.master}, app id = ${_sc.applicationId}).")
println("Spark session available as 'spark'.")
_sc
}
""")
processLine("import org.apache.spark.SparkContext._")
processLine("import spark.implicits._")
processLine("import spark.sql")
processLine("import org.apache.spark.sql.functions._")
replayCommandStack = Nil // remove above commands from session history.
}
}
/** Print a welcome message */
override def printWelcome() {
import org.apache.spark.SPARK_VERSION
echo("""Welcome to
____ __
/ __/__ ___ _____/ /__
_\ \/ _ \/ _ `/ __/ '_/
/___/ .__/\_,_/_/ /_/\_\ version %s
/_/
""".format(SPARK_VERSION))
val welcomeMsg = "Using Scala %s (%s, Java %s)".format(
versionString, javaVmName, javaVersion)
echo(welcomeMsg)
echo("Type in expressions to have them evaluated.")
echo("Type :help for more information.")
}
/** Add repl commands that needs to be blocked. e.g. reset */
private val blockedCommands = Set[String]()
/** Standard commands */
lazy val sparkStandardCommands: List[SparkILoop.this.LoopCommand] =
standardCommands.filter(cmd => !blockedCommands(cmd.name))
/** Available commands */
override def commands: List[LoopCommand] = sparkStandardCommands
/**
* We override `loadFiles` because we need to initialize Spark *before* the REPL
* sees any files, so that the Spark context is visible in those files. This is a bit of a
* hack, but there isn't another hook available to us at this point.
*/
override def loadFiles(settings: Settings): Unit = {
initializeSpark()
super.loadFiles(settings)
}
override def resetCommand(line: String): Unit = {
super.resetCommand(line)
initializeSpark()
echo("Note that after :reset, state of SparkSession and SparkContext is unchanged.")
}
}
object SparkILoop {
/**
* Creates an interpreter loop with default settings and feeds
* the given code to it as input.
*/
def run(code: String, sets: Settings = new Settings): String = {
import java.io.{ BufferedReader, StringReader, OutputStreamWriter }
stringFromStream { ostream =>
Console.withOut(ostream) {
val input = new BufferedReader(new StringReader(code))
val output = new JPrintWriter(new OutputStreamWriter(ostream), true)
val repl = new SparkILoop(input, output)
if (sets.classpath.isDefault) {
sets.classpath.value = sys.props("java.class.path")
}
repl process sets
}
}
}
def run(lines: List[String]): String = run(lines.map(_ + "\n").mkString)
}
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