Github user mridulm commented on a diff in the pull request: https://github.com/apache/spark/pull/13599#discussion_r85860115 --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonWorkerFactory.scala --- @@ -69,6 +84,66 @@ private[spark] class PythonWorkerFactory(pythonExec: String, envVars: Map[String } /** + * Create virtualenv using native virtualenv or conda + * + * Native Virtualenv: + * - Execute command: virtualenv -p pythonExec --no-site-packages virtualenvName + * - Execute command: python -m pip --cache-dir cache-dir install -r requirement_file + * + * Conda + * - Execute command: conda create --prefix prefix --file requirement_file -y + * + */ + def setupVirtualEnv(): Unit = { + logDebug("Start to setup virtualenv...") + logDebug("user.dir=" + System.getProperty("user.dir")) + logDebug("user.home=" + System.getProperty("user.home")) + + require(virtualEnvType == "native" || virtualEnvType == "conda", + s"VirtualEnvType: ${virtualEnvType} is not supported" ) + virtualEnvName = "virtualenv_" + conf.getAppId + "_" + VIRTUALENV_ID.getAndIncrement() + // use the absolute path when it is local mode otherwise just use filename as it would be + // fetched from FileServer + val pyspark_requirements = + if (Utils.isLocalMaster(conf)) { + conf.get("spark.pyspark.virtualenv.requirements") + } else { + conf.get("spark.pyspark.virtualenv.requirements").split("/").last + } + + val createEnvCommand = + if (virtualEnvType == "native") { + Arrays.asList(virtualEnvPath, + "-p", pythonExec, + "--no-site-packages", virtualEnvName) + } else { + Arrays.asList(virtualEnvPath, + "create", "--prefix", System.getProperty("user.dir") + "/" + virtualEnvName, + "--file", pyspark_requirements, "-y") + } + execCommand(createEnvCommand) + // virtualenv will be created in the working directory of Executor. + virtualPythonExec = virtualEnvName + "/bin/python" + if (virtualEnvType == "native") { + execCommand(Arrays.asList(virtualPythonExec, "-m", "pip", + "--cache-dir", System.getProperty("user.home"), + "install", "-r", pyspark_requirements)) + } + } + + def execCommand(commands: java.util.List[String]): Unit = { + logDebug("Running command:" + commands.asScala.mkString(" ")) + val pb = new ProcessBuilder(commands).inheritIO() + // pip internally use environment variable `HOME` + pb.environment().put("HOME", System.getProperty("user.home")) + val proc = pb.start() + val exitCode = proc.waitFor() --- End diff -- Perhaps timed wait and aborting with failure in case of timeout instead of indefinite wait. Though PROCESS_WAIT_TIMEOUT_MS might be too low ?
--- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- --------------------------------------------------------------------- To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org