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19 changes: 12 additions & 7 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -39,17 +39,22 @@ And run the following command, which should also return 1000:
## Example Programs

Spark also comes with several sample programs in the `examples` directory.
To run one of them, use `./bin/run-example <class> <params>`. For example:
To run one of them, use `./bin/run-example <class> [params]`. For example:

./bin/run-example org.apache.spark.examples.SparkLR local[2]
./bin/run-example org.apache.spark.examples.SparkLR

will run the Logistic Regression example locally on 2 CPUs.
will run the Logistic Regression example locally.

Each of the example programs prints usage help if no params are given.
You can set the MASTER environment variable when running examples to submit
examples to a cluster. This can be a mesos:// or spark:// URL,
"yarn-cluster" or "yarn-client" to run on YARN, and "local" to run
locally with one thread, or "local[N]" to run locally with N threads. You
can also use an abbreviated class name if the class is in the `examples`
package. For instance:

All of the Spark samples take a `<master>` parameter that is the cluster URL
to connect to. This can be a mesos:// or spark:// URL, or "local" to run
locally with one thread, or "local[N]" to run locally with N threads.
MASTER=spark://host:7077 ./bin/run-example SparkPi

Many of the example programs print usage help if no params are given.

## Running Tests

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2 changes: 1 addition & 1 deletion bin/pyspark
Original file line number Diff line number Diff line change
Expand Up @@ -31,7 +31,7 @@ if [ ! -f "$FWDIR/RELEASE" ]; then
ls "$FWDIR"/assembly/target/scala-$SCALA_VERSION/spark-assembly*hadoop*.jar >& /dev/null
if [[ $? != 0 ]]; then
echo "Failed to find Spark assembly in $FWDIR/assembly/target" >&2
echo "You need to build Spark with sbt/sbt assembly before running this program" >&2
echo "You need to build Spark before running this program" >&2
exit 1
fi
fi
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71 changes: 18 additions & 53 deletions bin/run-example
Original file line number Diff line number Diff line change
Expand Up @@ -17,28 +17,10 @@
# limitations under the License.
#

cygwin=false
case "`uname`" in
CYGWIN*) cygwin=true;;
esac

SCALA_VERSION=2.10

# Figure out where the Scala framework is installed
FWDIR="$(cd `dirname $0`/..; pwd)"

# Export this as SPARK_HOME
export SPARK_HOME="$FWDIR"

. $FWDIR/bin/load-spark-env.sh

if [ -z "$1" ]; then
echo "Usage: run-example <example-class> [<args>]" >&2
exit 1
fi

# Figure out the JAR file that our examples were packaged into. This includes a bit of a hack
# to avoid the -sources and -doc packages that are built by publish-local.
EXAMPLES_DIR="$FWDIR"/examples

if [ -f "$FWDIR/RELEASE" ]; then
Expand All @@ -49,46 +31,29 @@ fi

if [[ -z $SPARK_EXAMPLES_JAR ]]; then
echo "Failed to find Spark examples assembly in $FWDIR/lib or $FWDIR/examples/target" >&2
echo "You need to build Spark with sbt/sbt assembly before running this program" >&2
echo "You need to build Spark before running this program" >&2
exit 1
fi

EXAMPLE_MASTER=${MASTER:-"local[*]"}

# Since the examples JAR ideally shouldn't include spark-core (that dependency should be
# "provided"), also add our standard Spark classpath, built using compute-classpath.sh.
CLASSPATH=`$FWDIR/bin/compute-classpath.sh`
CLASSPATH="$SPARK_EXAMPLES_JAR:$CLASSPATH"

if $cygwin; then
CLASSPATH=`cygpath -wp $CLASSPATH`
export SPARK_EXAMPLES_JAR=`cygpath -w $SPARK_EXAMPLES_JAR`
fi

# Find java binary
if [ -n "${JAVA_HOME}" ]; then
RUNNER="${JAVA_HOME}/bin/java"
else
if [ `command -v java` ]; then
RUNNER="java"
else
echo "JAVA_HOME is not set" >&2
exit 1
fi
fi

# Set JAVA_OPTS to be able to load native libraries and to set heap size
JAVA_OPTS="$SPARK_JAVA_OPTS"
# Load extra JAVA_OPTS from conf/java-opts, if it exists
if [ -e "$FWDIR/conf/java-opts" ] ; then
JAVA_OPTS="$JAVA_OPTS `cat $FWDIR/conf/java-opts`"
if [ -n "$1" ]; then
EXAMPLE_CLASS="$1"
shift
else
echo "usage: ./bin/run-example <example-class> [<example-args>]"
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oops sorry there's another one

echo " - set MASTER=XX to use a specific master"
echo " - can use abbreviated example class name (e.g. SparkPi, mllib.MovieLensALS)"
echo
exit -1
fi
export JAVA_OPTS

if [ "$SPARK_PRINT_LAUNCH_COMMAND" == "1" ]; then
echo -n "Spark Command: "
echo "$RUNNER" -cp "$CLASSPATH" $JAVA_OPTS "$@"
echo "========================================"
echo
if [[ ! $EXAMPLE_CLASS == org.apache.spark.examples* ]]; then
EXAMPLE_CLASS="org.apache.spark.examples.$EXAMPLE_CLASS"
fi

exec "$RUNNER" -cp "$CLASSPATH" $JAVA_OPTS "$@"
./bin/spark-submit \
--master $EXAMPLE_MASTER \
--class $EXAMPLE_CLASS \
$SPARK_EXAMPLES_JAR \
"$@"
2 changes: 1 addition & 1 deletion bin/spark-class
Original file line number Diff line number Diff line change
Expand Up @@ -114,7 +114,7 @@ if [ ! -f "$FWDIR/RELEASE" ]; then
jars_list=$(ls "$FWDIR"/assembly/target/scala-$SCALA_VERSION/ | grep "spark-assembly.*hadoop.*.jar")
if [ "$num_jars" -eq "0" ]; then
echo "Failed to find Spark assembly in $FWDIR/assembly/target/scala-$SCALA_VERSION/" >&2
echo "You need to build Spark with 'sbt/sbt assembly' before running this program." >&2
echo "You need to build Spark before running this program." >&2
exit 1
fi
if [ "$num_jars" -gt "1" ]; then
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2 changes: 1 addition & 1 deletion docs/running-on-yarn.md
Original file line number Diff line number Diff line change
Expand Up @@ -53,7 +53,7 @@ For example:
--driver-memory 4g \
--executor-memory 2g \
--executor-cores 1
examples/target/scala-{{site.SCALA_BINARY_VERSION}}/spark-examples-assembly-{{site.SPARK_VERSION}}.jar \
lib/spark-examples*.jar \
yarn-cluster 5

The above starts a YARN client program which starts the default Application Master. Then SparkPi will be run as a child thread of Application Master. The client will periodically poll the Application Master for status updates and display them in the console. The client will exit once your application has finished running. Refer to the "Viewing Logs" section below for how to see driver and executor logs.
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2 changes: 2 additions & 0 deletions make-distribution.sh
Original file line number Diff line number Diff line change
Expand Up @@ -40,6 +40,8 @@
#

set -o pipefail
set -e

# Figure out where the Spark framework is installed
FWDIR="$(cd `dirname $0`; pwd)"
DISTDIR="$FWDIR/dist"
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