spark RUtils 源码

spark RUtils 代码

文件路径：/core/src/main/scala/org/apache/spark/api/r/RUtils.scala

/*
 * 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.api.r

import java.io.File
import java.util.Arrays

import org.apache.spark.{SparkEnv, SparkException}
import org.apache.spark.api.java.JavaSparkContext
import org.apache.spark.internal.config._

private[spark] object RUtils {
  // Local path where R binary packages built from R source code contained in the spark
  // packages specified with "--packages" or "--jars" command line option reside.
  var rPackages: Option[String] = None

  /**
   * Get the SparkR package path in the local spark distribution.
   */
  def localSparkRPackagePath: Option[String] = {
    val sparkHome = sys.env.get("SPARK_HOME").orElse(sys.props.get("spark.test.home"))
    sparkHome.map(
      Seq(_, "R", "lib").mkString(File.separator)
    )
  }

  /**
   * Check if SparkR is installed before running tests that use SparkR.
   */
  def isSparkRInstalled: Boolean = {
    localSparkRPackagePath.exists { pkgDir =>
      new File(Seq(pkgDir, "SparkR").mkString(File.separator)).exists
    }
  }

  /**
   * Get the list of paths for R packages in various deployment modes, of which the first
   * path is for the SparkR package itself. The second path is for R packages built as
   * part of Spark Packages, if any exist. Spark Packages can be provided through the
   *  "--packages" or "--jars" command line options.
   *
   * This assumes that Spark properties `spark.master` and `spark.submit.deployMode`
   * and environment variable `SPARK_HOME` are set.
   */
  def sparkRPackagePath(isDriver: Boolean): Seq[String] = {
    val (master, deployMode) =
      if (isDriver) {
        (sys.props("spark.master"), sys.props(SUBMIT_DEPLOY_MODE.key))
      } else {
        val sparkConf = SparkEnv.get.conf
        (sparkConf.get("spark.master"), sparkConf.get(SUBMIT_DEPLOY_MODE))
      }

    val isYarnCluster = master != null && master.contains("yarn") && deployMode == "cluster"
    val isYarnClient = master != null && master.contains("yarn") && deployMode == "client"

    // In YARN mode, the SparkR package is distributed as an archive symbolically
    // linked to the "sparkr" file in the current directory and additional R packages
    // are distributed as an archive symbolically linked to the "rpkg" file in the
    // current directory.
    //
    // Note that this does not apply to the driver in client mode because it is run
    // outside of the cluster.
    if (isYarnCluster || (isYarnClient && !isDriver)) {
      val sparkRPkgPath = new File("sparkr").getAbsolutePath
      val rPkgPath = new File("rpkg")
      if (rPkgPath.exists()) {
        Seq(sparkRPkgPath, rPkgPath.getAbsolutePath)
      } else {
        Seq(sparkRPkgPath)
      }
    } else {
      // Otherwise, assume the package is local
      val sparkRPkgPath = localSparkRPackagePath.getOrElse {
          throw new SparkException("SPARK_HOME not set. Can't locate SparkR package.")
      }
      if (!rPackages.isEmpty) {
        Seq(sparkRPkgPath, rPackages.get)
      } else {
        Seq(sparkRPkgPath)
      }
    }
  }

  /** Check if R is installed before running tests that use R commands. */
  def isRInstalled: Boolean = {
    try {
      val builder = new ProcessBuilder(Arrays.asList("R", "--version"))
      builder.start().waitFor() == 0
    } catch {
      case e: Exception => false
    }
  }

  def isEncryptionEnabled(sc: JavaSparkContext): Boolean = {
    sc.conf.get(org.apache.spark.internal.config.IO_ENCRYPTION_ENABLED)
  }
}

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