Github user mridulm commented on a diff in the pull request:
https://github.com/apache/spark/pull/13599#discussion_r85859906
--- 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"
--- End diff --
curious how this works under windows ... not supported ?
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