org.apache.spark

Class SparkConf

Object

org.apache.spark.SparkConf

All Implemented Interfaces:

java.io.Serializable, Cloneable, Logging

public class SparkConf
extends Object
implements scala.Cloneable, Logging, scala.Serializable

Configuration for a Spark application. Used to set various Spark parameters as key-value pairs.

Most of the time, you would create a SparkConf object with new SparkConf(), which will load values from any spark.* Java system properties set in your application as well. In this case, parameters you set directly on the SparkConf object take priority over system properties.

For unit tests, you can also call new SparkConf(false) to skip loading external settings and get the same configuration no matter what the system properties are.

All setter methods in this class support chaining. For example, you can write new SparkConf().setMaster("local").setAppName("My app").

param: loadDefaults whether to also load values from Java system properties

See Also:

Serialized Form

Note:

Once a SparkConf object is passed to Spark, it is cloned and can no longer be modified by the user. Spark does not support modifying the configuration at runtime.

Constructor Summary

Constructors

Constructor and Description
SparkConf() Create a SparkConf that loads defaults from system properties and the classpath
SparkConf(boolean loadDefaults)

Method Summary

Modifier and Type	Method and Description
SparkConf	clone() Copy this object
boolean	contains(String key) Does the configuration contain a given parameter?
String	get(String key) Get a parameter; throws a NoSuchElementException if it's not set
String	get(String key, String defaultValue) Get a parameter, falling back to a default if not set
scala.Tuple2<String,String>[]	getAll() Get all parameters as a list of pairs
scala.Tuple2<String,String>[]	getAllWithPrefix(String prefix) Get all parameters that start with prefix
String	getAppId() Returns the Spark application id, valid in the Driver after TaskScheduler registration and from the start in the Executor.
scala.collection.immutable.Map<Object,String>	getAvroSchema() Gets all the avro schemas in the configuration used in the generic Avro record serializer
boolean	getBoolean(String key, boolean defaultValue) Get a parameter as a boolean, falling back to a default if not set
static scala.Option<String>	getDeprecatedConfig(String key, java.util.Map<String,String> conf) Looks for available deprecated keys for the given config option, and return the first value available.
double	getDouble(String key, double defaultValue) Get a parameter as a double, falling back to a default if not ste
scala.collection.Seq<scala.Tuple2<String,String>>	getExecutorEnv() Get all executor environment variables set on this SparkConf
int	getInt(String key, int defaultValue) Get a parameter as an integer, falling back to a default if not set
long	getLong(String key, long defaultValue) Get a parameter as a long, falling back to a default if not set
scala.Option<String>	getOption(String key) Get a parameter as an Option
long	getSizeAsBytes(String key) Get a size parameter as bytes; throws a NoSuchElementException if it's not set.
long	getSizeAsBytes(String key, long defaultValue) Get a size parameter as bytes, falling back to a default if not set.
long	getSizeAsBytes(String key, String defaultValue) Get a size parameter as bytes, falling back to a default if not set.
long	getSizeAsGb(String key) Get a size parameter as Gibibytes; throws a NoSuchElementException if it's not set.
long	getSizeAsGb(String key, String defaultValue) Get a size parameter as Gibibytes, falling back to a default if not set.
long	getSizeAsKb(String key) Get a size parameter as Kibibytes; throws a NoSuchElementException if it's not set.
long	getSizeAsKb(String key, String defaultValue) Get a size parameter as Kibibytes, falling back to a default if not set.
long	getSizeAsMb(String key) Get a size parameter as Mebibytes; throws a NoSuchElementException if it's not set.
long	getSizeAsMb(String key, String defaultValue) Get a size parameter as Mebibytes, falling back to a default if not set.
long	getTimeAsMs(String key) Get a time parameter as milliseconds; throws a NoSuchElementException if it's not set.
long	getTimeAsMs(String key, String defaultValue) Get a time parameter as milliseconds, falling back to a default if not set.
long	getTimeAsSeconds(String key) Get a time parameter as seconds; throws a NoSuchElementException if it's not set.
long	getTimeAsSeconds(String key, String defaultValue) Get a time parameter as seconds, falling back to a default if not set.
static boolean	isExecutorStartupConf(String name) Return whether the given config should be passed to an executor on start-up.
static boolean	isSparkPortConf(String name) Return true if the given config matches either spark.*.port or spark.port.*.
static void	logDeprecationWarning(String key) Logs a warning message if the given config key is deprecated.
SparkConf	registerAvroSchemas(scala.collection.Seq<org.apache.avro.Schema> schemas) Use Kryo serialization and register the given set of Avro schemas so that the generic record serializer can decrease network IO
SparkConf	registerKryoClasses(Class<?>[] classes) Use Kryo serialization and register the given set of classes with Kryo.
SparkConf	remove(String key) Remove a parameter from the configuration
SparkConf	set(String key, String value) Set a configuration variable.
SparkConf	setAll(scala.collection.Traversable<scala.Tuple2<String,String>> settings) Set multiple parameters together
SparkConf	setAppName(String name) Set a name for your application.
SparkConf	setExecutorEnv(scala.collection.Seq<scala.Tuple2<String,String>> variables) Set multiple environment variables to be used when launching executors.
SparkConf	setExecutorEnv(String variable, String value) Set an environment variable to be used when launching executors for this application.
SparkConf	setExecutorEnv(scala.Tuple2<String,String>[] variables) Set multiple environment variables to be used when launching executors.
SparkConf	setIfMissing(String key, String value) Set a parameter if it isn't already configured
SparkConf	setJars(scala.collection.Seq<String> jars) Set JAR files to distribute to the cluster.
SparkConf	setJars(String[] jars) Set JAR files to distribute to the cluster.
SparkConf	setMaster(String master) The master URL to connect to, such as "local" to run locally with one thread, "local[4]" to run locally with 4 cores, or "spark://master:7077" to run on a Spark standalone cluster.
SparkConf	setSparkHome(String home) Set the location where Spark is installed on worker nodes.
String	toDebugString() Return a string listing all keys and values, one per line.

Methods inherited from class Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.apache.spark.internal.Logging

initializeLogging, initializeLogIfNecessary, initializeLogIfNecessary, isTraceEnabled, log_, log, logDebug, logDebug, logError, logError, logInfo, logInfo, logName, logTrace, logTrace, logWarning, logWarning

Constructor Detail

SparkConf

public SparkConf(boolean loadDefaults)

SparkConf

public SparkConf()

Create a SparkConf that loads defaults from system properties and the classpath

Method Detail

isExecutorStartupConf

public static boolean isExecutorStartupConf(String name)

Return whether the given config should be passed to an executor on start-up.

Certain authentication configs are required from the executor when it connects to the scheduler, while the rest of the spark configs can be inherited from the driver later.

Parameters:

name - (undocumented)

Returns:

(undocumented)

isSparkPortConf

public static boolean isSparkPortConf(String name)

Return true if the given config matches either spark.*.port or spark.port.*.

Parameters:

name - (undocumented)

Returns:

(undocumented)

getDeprecatedConfig

public static scala.Option<String> getDeprecatedConfig(String key,
                                                       java.util.Map<String,String> conf)

Looks for available deprecated keys for the given config option, and return the first value available.

Parameters:

key - (undocumented)

conf - (undocumented)

Returns:

(undocumented)

logDeprecationWarning

public static void logDeprecationWarning(String key)

Logs a warning message if the given config key is deprecated.

Parameters:

key - (undocumented)

set

public SparkConf set(String key,
                     String value)

Set a configuration variable.

setMaster

public SparkConf setMaster(String master)

The master URL to connect to, such as "local" to run locally with one thread, "local[4]" to run locally with 4 cores, or "spark://master:7077" to run on a Spark standalone cluster.

Parameters:

master - (undocumented)

Returns:

(undocumented)

setAppName

public SparkConf setAppName(String name)

Set a name for your application. Shown in the Spark web UI.

setJars

public SparkConf setJars(scala.collection.Seq<String> jars)

Set JAR files to distribute to the cluster.

setJars

public SparkConf setJars(String[] jars)

Set JAR files to distribute to the cluster. (Java-friendly version.)

setExecutorEnv

public SparkConf setExecutorEnv(String variable,
                                String value)

Set an environment variable to be used when launching executors for this application. These variables are stored as properties of the form spark.executorEnv.VAR_NAME (for example spark.executorEnv.PATH) but this method makes them easier to set.

Parameters:

variable - (undocumented)

value - (undocumented)

Returns:

(undocumented)

setExecutorEnv

public SparkConf setExecutorEnv(scala.collection.Seq<scala.Tuple2<String,String>> variables)

Set multiple environment variables to be used when launching executors. These variables are stored as properties of the form spark.executorEnv.VAR_NAME (for example spark.executorEnv.PATH) but this method makes them easier to set.

Parameters:

variables - (undocumented)

Returns:

(undocumented)

setExecutorEnv

public SparkConf setExecutorEnv(scala.Tuple2<String,String>[] variables)

Set multiple environment variables to be used when launching executors. (Java-friendly version.)

Parameters:

variables - (undocumented)

Returns:

(undocumented)

setSparkHome

public SparkConf setSparkHome(String home)

Set the location where Spark is installed on worker nodes.

Parameters:

home - (undocumented)

Returns:

(undocumented)

setAll

public SparkConf setAll(scala.collection.Traversable<scala.Tuple2<String,String>> settings)

Set multiple parameters together

setIfMissing

public SparkConf setIfMissing(String key,
                              String value)

Set a parameter if it isn't already configured

registerKryoClasses

public SparkConf registerKryoClasses(Class<?>[] classes)

Use Kryo serialization and register the given set of classes with Kryo. If called multiple times, this will append the classes from all calls together.

Parameters:

classes - (undocumented)

Returns:

(undocumented)

registerAvroSchemas

public SparkConf registerAvroSchemas(scala.collection.Seq<org.apache.avro.Schema> schemas)

Use Kryo serialization and register the given set of Avro schemas so that the generic record serializer can decrease network IO

Parameters:

schemas - (undocumented)

Returns:

(undocumented)

getAvroSchema

public scala.collection.immutable.Map<Object,String> getAvroSchema()

Gets all the avro schemas in the configuration used in the generic Avro record serializer

remove

public SparkConf remove(String key)

Remove a parameter from the configuration

get

public String get(String key)

Get a parameter; throws a NoSuchElementException if it's not set

get

public String get(String key,
                  String defaultValue)

Get a parameter, falling back to a default if not set

getTimeAsSeconds

public long getTimeAsSeconds(String key)

Get a time parameter as seconds; throws a NoSuchElementException if it's not set. If no suffix is provided then seconds are assumed.

Parameters:

key - (undocumented)

Returns:

(undocumented)

Throws:

java.util.NoSuchElementException - If the time parameter is not set

NumberFormatException - If the value cannot be interpreted as seconds

getTimeAsSeconds

public long getTimeAsSeconds(String key,
                             String defaultValue)

Get a time parameter as seconds, falling back to a default if not set. If no suffix is provided then seconds are assumed.

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as seconds

getTimeAsMs

public long getTimeAsMs(String key)

Get a time parameter as milliseconds; throws a NoSuchElementException if it's not set. If no suffix is provided then milliseconds are assumed.

Parameters:

key - (undocumented)

Returns:

(undocumented)

Throws:

java.util.NoSuchElementException - If the time parameter is not set

NumberFormatException - If the value cannot be interpreted as milliseconds

getTimeAsMs

public long getTimeAsMs(String key,
                        String defaultValue)

Get a time parameter as milliseconds, falling back to a default if not set. If no suffix is provided then milliseconds are assumed.

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as milliseconds

getSizeAsBytes

public long getSizeAsBytes(String key)

Get a size parameter as bytes; throws a NoSuchElementException if it's not set. If no suffix is provided then bytes are assumed.

Parameters:

key - (undocumented)

Returns:

(undocumented)

Throws:

java.util.NoSuchElementException - If the size parameter is not set

NumberFormatException - If the value cannot be interpreted as bytes

getSizeAsBytes

public long getSizeAsBytes(String key,
                           String defaultValue)

Get a size parameter as bytes, falling back to a default if not set. If no suffix is provided then bytes are assumed.

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as bytes

getSizeAsBytes

public long getSizeAsBytes(String key,
                           long defaultValue)

Get a size parameter as bytes, falling back to a default if not set.

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as bytes

getSizeAsKb

public long getSizeAsKb(String key)

Get a size parameter as Kibibytes; throws a NoSuchElementException if it's not set. If no suffix is provided then Kibibytes are assumed.

Parameters:

key - (undocumented)

Returns:

(undocumented)

Throws:

java.util.NoSuchElementException - If the size parameter is not set

NumberFormatException - If the value cannot be interpreted as Kibibytes

getSizeAsKb

public long getSizeAsKb(String key,
                        String defaultValue)

Get a size parameter as Kibibytes, falling back to a default if not set. If no suffix is provided then Kibibytes are assumed.

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as Kibibytes

getSizeAsMb

public long getSizeAsMb(String key)

Get a size parameter as Mebibytes; throws a NoSuchElementException if it's not set. If no suffix is provided then Mebibytes are assumed.

Parameters:

key - (undocumented)

Returns:

(undocumented)

Throws:

java.util.NoSuchElementException - If the size parameter is not set

NumberFormatException - If the value cannot be interpreted as Mebibytes

getSizeAsMb

public long getSizeAsMb(String key,
                        String defaultValue)

Get a size parameter as Mebibytes, falling back to a default if not set. If no suffix is provided then Mebibytes are assumed.

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as Mebibytes

getSizeAsGb

public long getSizeAsGb(String key)

Get a size parameter as Gibibytes; throws a NoSuchElementException if it's not set. If no suffix is provided then Gibibytes are assumed.

Parameters:

key - (undocumented)

Returns:

(undocumented)

Throws:

java.util.NoSuchElementException - If the size parameter is not set

NumberFormatException - If the value cannot be interpreted as Gibibytes

getSizeAsGb

public long getSizeAsGb(String key,
                        String defaultValue)

Get a size parameter as Gibibytes, falling back to a default if not set. If no suffix is provided then Gibibytes are assumed.

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as Gibibytes

getOption

public scala.Option<String> getOption(String key)

Get a parameter as an Option

getAll

public scala.Tuple2<String,String>[] getAll()

Get all parameters as a list of pairs

getAllWithPrefix

public scala.Tuple2<String,String>[] getAllWithPrefix(String prefix)

Get all parameters that start with prefix

Parameters:

prefix - (undocumented)

Returns:

(undocumented)

getInt

public int getInt(String key,
                  int defaultValue)

Get a parameter as an integer, falling back to a default if not set

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as an integer

getLong

public long getLong(String key,
                    long defaultValue)

Get a parameter as a long, falling back to a default if not set

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as a long

getDouble

public double getDouble(String key,
                        double defaultValue)

Get a parameter as a double, falling back to a default if not ste

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

NumberFormatException - If the value cannot be interpreted as a double

getBoolean

public boolean getBoolean(String key,
                          boolean defaultValue)

Get a parameter as a boolean, falling back to a default if not set

Parameters:

key - (undocumented)

defaultValue - (undocumented)

Returns:

(undocumented)

Throws:

IllegalArgumentException - If the value cannot be interpreted as a boolean

getExecutorEnv

public scala.collection.Seq<scala.Tuple2<String,String>> getExecutorEnv()

Get all executor environment variables set on this SparkConf

getAppId

public String getAppId()

Returns the Spark application id, valid in the Driver after TaskScheduler registration and from the start in the Executor.

Returns:

(undocumented)

contains

public boolean contains(String key)

Does the configuration contain a given parameter?

clone

public SparkConf clone()

Copy this object

Overrides:

clone in class Object

toDebugString

public String toDebugString()

Return a string listing all keys and values, one per line. This is useful to print the configuration out for debugging.

Returns:

(undocumented)