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AsterixDB Spark Connector

This an Apache Spark connector which allows it to consume data from Apache AstreixDB.

###Requirements

  • Java version 8
  • SBT version >= 0.3.17
  • Scala 2.10 (Never tested on 2.11)
  • Apache AsterixDB version >= 0.8.8 (up and running)

###Build

  • Clone and go the asterixdb-spark-connector directory.
  • Check project/Versions.scala if the specified versions of Apache Spark and Apache Hyracks are not similar to what you have.
  • run:
sbt package
  • Assembly JAR:
# The JAR file should be located at target/scala-2.10/asterixdb-spark-connector-assembly-SPARK_VERSION.jar
sbt assembly
  • Publish to local repo:
sbt publish

###Configuration

  • asterixdb-spark-connector requires to be configure using SparkConf (See the example for clarification):
Property Name Default Description
spark.asterix.connection.host None IP/Host of AsterixDB.
spark.asterix.connection.port None Port for AsterixDB HTTP API (Default: 19002).
spark.asterix.frame.size None The frame size of AsterixDB can be found in conf/asterix-configuration.xml file under Managix folder.
  • Optional configurations:
Property Name Default Description
spark.asterix.frame.number 2 Number of AsterixDB frames to read at a time.
This should NOT be big as the intermediate result can consume large amount memory.
spark.asterix.reader.number 2 The number of parallel readers per AsterixDB result partition.
spark.asterix.prefetch.threshold 2 The remaining number of unread tuples before trigger the pre-fetcher.
This should NOT be big as the intermediate result can consume large amount memory.

###Using the connector in your code

Using SBT and Maven

  • Build asterixdb-spark-connector and publish it to your local-repo:
sbt publish
  • Add SBT dependency to your build.sbt
libraryDependencies += "org.apache.asterix" %% "asterixdb-spark-connector" % $SPARK_VERSION
  • or add Maven dependency to your pom.xml
<dependency>
        <groupId>org.apache.asterix</groupId>
        <artifactId>asterixdb-spark-connector_2.10</artifactId>
        <version>$SPARK_VERSION</version>
</dependency>
  • Replace $SPARK_VERSION with the required Apache Spark version

####Using spark-shell

  • Using local-repo to get the connector:
bin/spark-shell [--master Spark master address or ignore for local run] \\
--packages org.apache.asterix:asterixdb-spark-connector_2.10:SPARK_VERSION \\ 
--conf spark.asterix.connection.host=ASTERIXDB_HOST \\
--conf spark.asterix.connection.port=ASTERIXDB_PORT \\
--conf spark.asterix.frame.size=ASTERIXDB_FRAME_SIZE \\
  • Using Assembly JAR:
./bin/spark-shell --jars path/to/jar/asterixdb-spark-connector-assembly-SPARK_VERSION.jar
--conf spark.asterix.connection.host=ASTERIXDB_HOST \\
--conf spark.asterix.connection.port=ASTERIXDB_PORT \\
--conf spark.asterix.frame.size=ASTERIXDB_FRAME_SIZE \\

###Example Please see the following:

Add the connector to Spark Interpreter in Apache Zeppelin
Click Interpreter

alt text

Scroll down to Spark and add the configurations for the connector

alt text

Add the connector artifact as groupId:artifactId:version

alt text

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Apache AsterixDB and Apache Spark Connector

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