Github user srowen commented on a diff in the pull request: https://github.com/apache/spark/pull/19307#discussion_r140211607 --- Diff: repl/scala-2.12/src/main/scala/org/apache/spark/repl/SparkILoop.scala --- @@ -0,0 +1,134 @@ +/* + * 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 + +// scalastyle:off println +import scala.Predef.{println => _, _} +// scalastyle:on 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._") + } + } + + /** 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.") + } + + /** Available commands */ + override def commands: List[LoopCommand] = standardCommands + + /** + * We override `createInterpreter` 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 createInterpreter(): Unit = { --- End diff -- This is the only meaningful difference from the 2.11 REPL, as it has to hook into a different place. All other REPL-related code isn't specific to 2.11/2.12 and was moved out into the common src directory in the repl module
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