AbstractCommandBuilder is the base command builder for SparkSubmitCommandBuilder and SparkClassCommandBuilder specialized command builders.

AbstractCommandBuilder expects that command builders define buildCommand.

Table 1. AbstractCommandBuilder Methods
Method Description


The only abstract method that subclasses have to define.




Loads the configuration file for a Spark application, be it the user-specified properties file or spark-defaults.conf file under the Spark configuration directory.

buildJavaCommand Internal Method

List<String> buildJavaCommand(String extraClassPath)

buildJavaCommand builds the Java command for a Spark application (which is a collection of elements with the path to java executable, JVM options from java-opts file, and a class path).

If javaHome is set, buildJavaCommand adds [javaHome]/bin/java to the result Java command. Otherwise, it uses JAVA_HOME or, when no earlier checks succeeded, falls through to java.home Java’s system property.

FIXME Who sets javaHome internal property and when?

buildJavaCommand loads extra Java options from the java-opts file in configuration directory if the file exists and adds them to the result Java command.

Eventually, buildJavaCommand builds the class path (with the extra class path if non-empty) and adds it as -cp to the result Java command.

buildClassPath method

List<String> buildClassPath(String appClassPath)

buildClassPath builds the classpath for a Spark application.

Directories always end up with the OS-specific file separator at the end of their paths.

buildClassPath adds the following in that order:

  1. SPARK_CLASSPATH environment variable

  2. The input appClassPath

  3. The configuration directory

  4. (only with SPARK_PREPEND_CLASSES set or SPARK_TESTING being 1) Locally compiled Spark classes in classes, test-classes and Core’s jars.

    FIXME Elaborate on "locally compiled Spark classes".
  5. (only with SPARK_SQL_TESTING being 1) …​

    FIXME Elaborate on the SQL testing case
  6. HADOOP_CONF_DIR environment variable

  7. YARN_CONF_DIR environment variable

  8. SPARK_DIST_CLASSPATH environment variable

childEnv is queried first before System properties. It is always empty for AbstractCommandBuilder (and SparkSubmitCommandBuilder, too).

Loading Properties File — loadPropertiesFile Internal Method

Properties loadPropertiesFile()

loadPropertiesFile is a part of AbstractCommandBuilder private API that loads Spark settings from a properties file (when specified on the command line) or spark-defaults.conf in the configuration directory.

It loads the settings from the following files starting from the first and checking every location until the first properties file is found:

  1. propertiesFile (if specified using --properties-file command-line option or set by AbstractCommandBuilder.setPropertiesFile).

  2. [SPARK_CONF_DIR]/spark-defaults.conf

  3. [SPARK_HOME]/conf/spark-defaults.conf

loadPropertiesFile reads a properties file using UTF-8.

Spark’s Configuration Directory — getConfDir Internal Method

AbstractCommandBuilder uses getConfDir to compute the current configuration directory of a Spark application.

It uses SPARK_CONF_DIR (from childEnv which is always empty anyway or as a environment variable) and falls through to [SPARK_HOME]/conf (with SPARK_HOME from getSparkHome internal method).

Spark’s Home Directory — getSparkHome Internal Method

AbstractCommandBuilder uses getSparkHome to compute Spark’s home directory for a Spark application.

It uses SPARK_HOME (from childEnv which is always empty anyway or as a environment variable).

If SPARK_HOME is not set, Spark throws a IllegalStateException:

Spark home not found; set it explicitly or use the SPARK_HOME environment variable.

results matching ""

    No results matching ""