2.0.2-db3 Cluster Image

Databricks released this image in late December, 2016.

Important

This release has been deprecated. For more information about the Databricks Runtime deprecation policy and schedule, see Databricks Runtime Versioning and Support Lifecycle.

The following release notes provide information about the Spark 2.0.2-db3 cluster image powered by Apache Spark.

Apache Spark

The 2.0.2-db3 cluster image includes Apache Spark 2.0.2. Apache Spark 2.0.2 contains stability fixes, Apache Kafka support for Structured Streaming, and improved metrics for Structured Streaming. For more information, please see Apache Spark 2.0.2 release notes. The 2.0.2-db3 cluster image also includes the following extra bug fixes and improvements:

Changes and Improvements

  • Python 3 support (beta): users can now configure clusters to use Python 3 in notebooks and Spark tasks.

  • Results in notebook cells will appear in a streaming fashion instead of all at once once the command finishes running, which help users with more feedback on what the state of a command is.

  • Fixed multiple issues related to Spark task cancellation, including issues where tasks did not respond to interrupts (SPARK-18928). If a task does not respond to cancellation, then Spark executors will now log warning messages that contain the stacktraces of the hanging tasks (SPARK-18761). This additional logging can be disabled by setting spark.task.reaper.enabled to false.

    Spark may be configured to automatically terminate executors with uncancellable tasks after a timeout. This new feature is disabled by default. To opt-in to this behavior, set spark.task.reaper.killTimeout to a non-negative value (e.g. 60s for a one-minute timeout).

  • Backported SPARK-15621 to allow users to opt-in to support for spilling to disk when evaluating Python UDFs. This feature is disabled by default. To enable spilling, Set spark.sql.python.udf.spilling to true.

  • Fixed a driver memory leak impacting clusters with large numbers of attached R notebooks.

  • Fixed bugs impacting Spark’s monitoring REST API.

  • Reduced spark.hadoop.parquet.memory.pool.ratio from 0.95 (the default) to 0.5 in order to avoid memory use issues when writing Parquet files.

  • pip upgraded from 8.1.2 to 9.0.1 (this refers to /databricks/bin/python/pip and the pip library, not the system pip executable).

  • setuptools upgraded from 28.6.0 to 28.8.0.

System Environment

  • Operating System: Ubuntu 16.04.1 LTS
  • Java: 1.8.0_111
  • Scala: 2.10.6 (Scala 2.10 cluster version)/2.11.8 (Scala 2.11 cluster version)
  • Python: 2.7.12 (or 3.5.2 if Python 3 support is enabled)
  • R: R version 3.2.3 (2015-12-10)

Pre-installed Python Libraries

Library Version Library Version Library Version
ansi2html 1.1.1 argparse 1.2.1 boto 2.42.0
boto3 1.4.1 botocore 1.4.70 brewer2mpl 1.4.1
certifi 2016.2.28 cffi 1.7.0 chardet 2.3.0
colorama 0.3.7 configobj 5.0.6 cryptography 1.5
cycler 0.10.0 Cython 0.24.1 decorator 4.0.10
docutils 0.12 enum34 1.1.6 et-xmlfile 1.0.1
freetype-py 1.0.2 funcsigs 1.0.2 fusepy 2.0.4
futures 3.0.5 ggplot 0.6.8 html5lib 0.999
idna 2.1 ipaddress 1.0.16 ipython 2.2.0
ipython-genutils 0.1.0 jdcal 1.2 Jinja2 2.8
jmespath 0.9.0 llvmlite 0.13.0 lxml 3.6.4
MarkupSafe 0.23 matplotlib 1.5.3 mpld3 0.2
msgpack-python 0.4.7 ndg-httpsclient 0.3.3 numba 0.28.1
numpy 1.11.1 openpyxl 2.3.2 pandas 0.18.1
pathlib2 2.1.0 patsy 0.4.1 pexpect 4.0.1
pickleshare 0.7.4 Pillow 3.3.1 pip 9.0.1
pkg_resources 0.0.0 ply 3.9 prompt-toolkit 1.0.7
psycopg2 2.6.2 ptyprocess 0.5.1 py4j 0.10.3
pyasn1 0.1.9 pycparser 2.14 Pygments 2.1.3
PyGObject 3.20.0 pyOpenSSL 16.0.0 pyparsing 2.1.4
pypng 0.0.18 Python 2.7.12 python-dateutil 2.5.3
python-geohash 0.8.5 pytz 2016.6.1 requests 2.11.1
s3transfer 0.1.9 scikit-learn 0.17.1 scipy 0.18.1
scour 0.32 seaborn 0.7.1 setuptools 28.8.0
simplejson 3.8.2 simples3 1.0 singledispatch 3.4.0.3
six 1.10.0 statsmodels 0.6.1 traitlets 4.3.0
urllib3 1.19.1 virtualenv 15.0.1 wcwidth 0.1.7
wheel 0.30.0a0 wsgiref 0.1.2    

Pre-installed R Libraries

Library Version Library Version Library Version
abind 1.4-3 assertthat 0.1 base 3.2.3
BH 1.60.0-2 bitops 1.0-6 boot 1.3-17
brew 1.0-6 car 2.1-3 caret 6.0-71
chron 2.3-47 class 7.3-14 cluster 2.0.5
codetools 0.2-14 colorspace 1.2-4 compiler 3.2.3
crayon 1.3.1 curl 2.2 data.table 1.9.6
datasets 3.2.3 DBI 0.5-1 devtools 1.12.0
dichromat 2.0-0 digest 0.6.9 doMC 1.3.4
dplyr 0.5.0 foreach 1.4.3 foreign 0.8-66
gbm 2.1.1 ggplot2 2.1.0 git2r 0.15.0
glmnet 2.0-5 graphics 3.2.3 grDevices 3.2.3
grid 3.2.3 gsubfn 0.6-6 gtable 0.1.2
h2o 3.10.0.8 httr 1.2.1 hwriter 1.3.2
hwriterPlus 1.0-3 iterators 1.0.8 jsonlite 1.1
KernSmooth 2.23-15 labeling 0.3 lattice 0.20-34
lazyeval 0.2.0 littler 0.3.0 lme4 1.1-12
lubridate 1.6.0 magrittr 1.5 mapproj 1.2-4
maps 3.0.2 MASS 7.3-45 Matrix 1.2-7.1
MatrixModels 0.4-1 memoise 1.0.0 methods 3.2.3
mgcv 1.8-11 mime 0.5 minqa 1.2.4
multicore 0.2 munsell 0.4.2 mvtnorm 1.0-5
nlme 3.1-124 nloptr 1.0.4 nnet 7.3-12
openssl 0.9.4 parallel 3.2.3 pbkrtest 0.4-6
pkgKitten 0.1.3 plyr 1.8.4 praise 1.0.0
pROC 1.8 proto 0.3-10 quantreg 5.29
R.methodsS3 1.7.1 R.oo 1.20.0 R.utils 2.4.0
R6 2.2.0 randomForest 4.6-12 RColorBrewer 1.1-2
Rcpp 0.12.7 RcppEigen 0.3.2.9.0 RCurl 1.95-4.8
reshape2 1.4.2 RODBC 1.3-12 roxygen2 5.0.1
rpart 4.1-10 Rserve 1.7-3 RSQLite 1.0.0
rstudioapi 0.6 scales 0.3.0 sp 1.0-15
SparkR 2.0.2 SparseM 1.72 spatial 7.3-11
splines 3.2.3 sqldf 0.4-10 statmod 1.4.26
stats 3.2.3 stats4 3.2.3 stringi 1.0-1
stringr 1.0.0 survival 2.38-3 tcltk 3.2.3
TeachingDemos 2.10 testthat 1.0.2 tibble 1.2
tools 3.2.3 utils 3.2.3 whisker 0.3-2
withr 1.0.2        

Pre-installed Java and Scala libraries (Scala 2.10 cluster version)

Group ID Artifact ID Version
antlr antlr 2.7.7
com.amazonaws amazon-sqs-java-messaging-lib 1.0.0
com.amazonaws aws-java-sdk 1.9.40
com.amazonaws aws-java-sdk-autoscaling 1.9.40
com.amazonaws aws-java-sdk-cloudformation 1.9.40
com.amazonaws aws-java-sdk-cloudfront 1.9.40
com.amazonaws aws-java-sdk-cloudhsm 1.9.40
com.amazonaws aws-java-sdk-cloudsearch 1.9.40
com.amazonaws aws-java-sdk-cloudtrail 1.9.40
com.amazonaws aws-java-sdk-cloudwatch 1.9.40
com.amazonaws aws-java-sdk-cloudwatchmetrics 1.9.40
com.amazonaws aws-java-sdk-codedeploy 1.9.40
com.amazonaws aws-java-sdk-cognitoidentity 1.9.40
com.amazonaws aws-java-sdk-cognitosync 1.9.40
com.amazonaws aws-java-sdk-config 1.9.40
com.amazonaws aws-java-sdk-core 1.9.40
com.amazonaws aws-java-sdk-datapipeline 1.9.40
com.amazonaws aws-java-sdk-directconnect 1.9.40
com.amazonaws aws-java-sdk-directory 1.9.40
com.amazonaws aws-java-sdk-dynamodb 1.9.40
com.amazonaws aws-java-sdk-ec2 1.9.40
com.amazonaws aws-java-sdk-ecs 1.9.40
com.amazonaws aws-java-sdk-efs 1.9.40
com.amazonaws aws-java-sdk-elasticache 1.9.40
com.amazonaws aws-java-sdk-elasticbeanstalk 1.9.40
com.amazonaws aws-java-sdk-elasticloadbalancing 1.9.40
com.amazonaws aws-java-sdk-elastictranscoder 1.9.40
com.amazonaws aws-java-sdk-emr 1.9.40
com.amazonaws aws-java-sdk-glacier 1.9.40
com.amazonaws aws-java-sdk-iam 1.9.40
com.amazonaws aws-java-sdk-importexport 1.9.40
com.amazonaws aws-java-sdk-kinesis 1.9.40
com.amazonaws aws-java-sdk-kms 1.9.40
com.amazonaws aws-java-sdk-lambda 1.9.40
com.amazonaws aws-java-sdk-logs 1.9.40
com.amazonaws aws-java-sdk-machinelearning 1.9.40
com.amazonaws aws-java-sdk-opsworks 1.9.40
com.amazonaws aws-java-sdk-rds 1.9.40
com.amazonaws aws-java-sdk-redshift 1.9.40
com.amazonaws aws-java-sdk-route53 1.9.40
com.amazonaws aws-java-sdk-s3 1.9.40
com.amazonaws aws-java-sdk-ses 1.9.40
com.amazonaws aws-java-sdk-simpledb 1.9.40
com.amazonaws aws-java-sdk-simpleworkflow 1.9.40
com.amazonaws aws-java-sdk-sns 1.9.40
com.amazonaws aws-java-sdk-sqs 1.9.40
com.amazonaws aws-java-sdk-ssm 1.9.40
com.amazonaws aws-java-sdk-storagegateway 1.9.40
com.amazonaws aws-java-sdk-sts 1.9.40
com.amazonaws aws-java-sdk-support 1.9.40
com.amazonaws aws-java-sdk-swf-libraries 1.9.40
com.amazonaws aws-java-sdk-workspaces 1.9.40
com.clearspring.analytics stream 2.7.0
com.databricks Rserve 1.8-3
com.databricks jets3t 0.7.1-0
com.databricks.scalapb compilerplugin_2.10 0.4.15-9
com.databricks.scalapb scalapb-runtime_2.10 0.4.15-9
com.esotericsoftware kryo-shaded 3.0.3
com.esotericsoftware minlog 1.3.0
com.fasterxml classmate 1.0.0
com.fasterxml.jackson.core jackson-annotations 2.4.5
com.fasterxml.jackson.core jackson-core 2.4.5
com.fasterxml.jackson.core jackson-databind 2.4.5
com.fasterxml.jackson.datatype jackson-datatype-joda 2.4.5
com.fasterxml.jackson.module jackson-module-scala_2.10 2.4.5
com.github.fommil jniloader 1.1
com.github.fommil.netlib core 1.1.2
com.github.fommil.netlib native_ref-java 1.1
com.github.fommil.netlib native_system-java 1.1
com.github.fommil.netlib netlib-native_ref-linux-x86_64 1.1
com.github.fommil.netlib netlib-native_system-linux-x86_64 1.1
com.github.rwl jtransforms 2.4.0
com.github.scopt scopt_2.10 3.3.0
com.google.api-client google-api-client 1.22.0
com.google.apis google-api-services-admin-directory directory_v1-rev69-1.22.0
com.google.code.findbugs jsr305 2.0.1
com.google.code.gson gson 2.2.4
com.google.guava guava 15.0
com.google.http-client google-http-client 1.22.0
com.google.http-client google-http-client-jackson2 1.22.0
com.google.oauth-client google-oauth-client 1.22.0
com.google.protobuf protobuf-java 2.6.1
com.googlecode.javaewah JavaEWAH 0.3.2
com.h2database h2 1.3.174
com.jcraft jsch 0.1.50
com.jolbox bonecp 0.8.0.RELEASE
com.mchange c3p0 0.9.5.1
com.mchange mchange-commons-java 0.2.10
com.ning compress-lzf 1.0.3
com.sun.jersey jersey-client 1.19
com.sun.jersey jersey-core 1.19
com.sun.mail gimap 1.5.2
com.sun.mail javax.mail 1.5.2
com.thoughtworks.paranamer paranamer 2.6
com.trueaccord.lenses lenses_2.10 0.3
com.twitter chill-java 0.8.0
com.twitter chill_2.10 0.8.0
com.twitter parquet-hadoop-bundle 1.6.0
com.twitter util-app_2.10 6.23.0
com.twitter util-core_2.10 6.23.0
com.twitter util-jvm_2.10 6.23.0
com.typesafe config 1.2.1
com.typesafe scalalogging-slf4j_2.10 1.1.0
com.univocity univocity-parsers 2.1.1
com.zaxxer HikariCP 2.4.1
commons-beanutils commons-beanutils 1.9.2
commons-beanutils commons-beanutils-core 1.8.0
commons-cli commons-cli 1.2
commons-codec commons-codec 1.8
commons-collections commons-collections 3.2.2
commons-configuration commons-configuration 1.6
commons-dbcp commons-dbcp 1.4
commons-digester commons-digester 1.8.1
commons-fileupload commons-fileupload 1.3
commons-httpclient commons-httpclient 3.1
commons-io commons-io 2.5
commons-lang commons-lang 2.6
commons-logging commons-logging 1.1.1
commons-net commons-net 3.1
commons-pool commons-pool 1.5.4
commons-validator commons-validator 1.5.0
dom4j dom4j 1.6.1
info.ganglia.gmetric4j gmetric4j 1.0.7
io.dropwizard.metrics metrics-core 3.1.2
io.dropwizard.metrics metrics-ganglia 3.1.2
io.dropwizard.metrics metrics-graphite 3.1.2
io.dropwizard.metrics metrics-healthchecks 3.1.2
io.dropwizard.metrics metrics-jetty9 3.1.2
io.dropwizard.metrics metrics-json 3.1.2
io.dropwizard.metrics metrics-jvm 3.1.2
io.dropwizard.metrics metrics-log4j 3.1.2
io.dropwizard.metrics metrics-servlets 3.1.2
io.jsonwebtoken jjwt 0.6.0
io.netty netty 3.8.0.Final
io.netty netty-all 4.0.29.Final
io.prometheus simpleclient 0.0.16
io.prometheus simpleclient_common 0.0.16
io.prometheus simpleclient_dropwizard 0.0.16
io.prometheus simpleclient_pushgateway 0.0.16
io.prometheus simpleclient_servlet 0.0.16
io.prometheus.client model 0.0.2
io.prometheus.jmx collector 0.7
javax.activation activation 1.1
javax.annotation javax.annotation-api 1.2
javax.el javax.el-api 2.2.4
javax.jdo jdo-api 3.0.1
javax.servlet javax.servlet-api 3.1.0
javax.servlet.jsp jsp-api 2.1
javax.transaction jta 1.1
javax.validation validation-api 1.1.0.Final
javax.ws.rs javax.ws.rs-api 2.0.1
javax.ws.rs jsr311-api 1.1.1
javax.xml.bind jaxb-api 2.2.2
javax.xml.stream stax-api 1.0-2
javolution javolution 5.5.1
jline jline 2.11
jline jline 2.12
joda-time joda-time 2.8.1
log4j apache-log4j-extras 1.2.17
log4j log4j 1.2.17
log4j log4j 1.2.17
mysql mysql-connector-java 5.1.27
net.hydromatic eigenbase-properties 1.1.5
net.java.dev.jets3t jets3t 0.7.1
net.jpountz.lz4 lz4 1.3.0
net.liftweb lift-json_2.10 2.6.1
net.razorvine pyrolite 4.9
net.sf.jpam jpam 1.1
net.sf.opencsv opencsv 2.3
net.sf.py4j py4j 0.10.3
net.sf.supercsv super-csv 2.2.0
net.sourceforge.f2j arpack_combined_all 0.1
org.acplt oncrpc 1.0.7
org.antlr ST4 4.0.4
org.antlr antlr-runtime 3.4
org.antlr antlr4-runtime 4.5.3
org.antlr stringtemplate 3.2.1
org.apache.ant ant 1.9.2
org.apache.ant ant-jsch 1.9.2
org.apache.ant ant-launcher 1.9.2
org.apache.avro avro 1.7.7
org.apache.avro avro-ipc 1.7.7
org.apache.avro avro-mapred 1.7.7
org.apache.calcite calcite-avatica 1.2.0-incubating
org.apache.calcite calcite-core 1.2.0-incubating
org.apache.calcite calcite-linq4j 1.2.0-incubating
org.apache.commons commons-compress 1.9
org.apache.commons commons-lang3 3.4
org.apache.commons commons-math3 3.4.1
org.apache.curator curator-client 2.4.0
org.apache.curator curator-framework 2.4.0
org.apache.curator curator-recipes 2.4.0
org.apache.derby derby 10.10.2.0
org.apache.directory.api api-asn1-api 1.0.0-M20
org.apache.directory.api api-util 1.0.0-M20
org.apache.directory.server apacheds-i18n 2.0.0-M15
org.apache.directory.server apacheds-kerberos-codec 2.0.0-M15
org.apache.geronimo.specs geronimo-jms_1.1_spec 1.1.1
org.apache.hadoop hadoop-annotations 2.7.3
org.apache.hadoop hadoop-auth 2.7.3
org.apache.hadoop hadoop-client 2.7.3
org.apache.hadoop hadoop-common 2.7.3
org.apache.hadoop hadoop-hdfs 2.7.3
org.apache.hadoop hadoop-mapreduce-client-app 2.7.3
org.apache.hadoop hadoop-mapreduce-client-common 2.7.3
org.apache.hadoop hadoop-mapreduce-client-core 2.7.3
org.apache.hadoop hadoop-mapreduce-client-jobclient 2.7.3
org.apache.hadoop hadoop-mapreduce-client-shuffle 2.7.3
org.apache.hadoop hadoop-yarn-api 2.7.3
org.apache.hadoop hadoop-yarn-client 2.7.3
org.apache.hadoop hadoop-yarn-common 2.7.3
org.apache.hadoop hadoop-yarn-server-common 2.7.3
org.apache.htrace htrace-core 3.1.0-incubating
org.apache.httpcomponents httpclient 4.4.1
org.apache.httpcomponents httpcore 4.4.1
org.apache.ivy ivy 2.4.0
org.apache.mesos mesos 0.21.1
org.apache.parquet parquet-column 1.7.0
org.apache.parquet parquet-common 1.7.0
org.apache.parquet parquet-encoding 1.7.0
org.apache.parquet parquet-format 2.3.0-incubating
org.apache.parquet parquet-generator 1.7.0
org.apache.parquet parquet-hadoop 1.7.0
org.apache.parquet parquet-jackson 1.7.0
org.apache.poi poi 3.9
org.apache.poi poi-ooxml 3.9
org.apache.poi poi-ooxml-schemas 3.9
org.apache.thrift libfb303 0.9.2
org.apache.thrift libthrift 0.9.2
org.apache.xbean xbean-asm5-shaded 4.4
org.apache.xmlbeans xmlbeans 2.3.0
org.apache.zookeeper zookeeper 3.4.6
org.codehaus.jackson jackson-core-asl 1.8.8
org.codehaus.jackson jackson-jaxrs 1.9.13
org.codehaus.jackson jackson-mapper-asl 1.8.8
org.codehaus.jackson jackson-xc 1.9.13
org.codehaus.janino commons-compiler 2.7.8
org.codehaus.janino janino 2.7.8
org.datanucleus datanucleus-api-jdo 3.2.6
org.datanucleus datanucleus-core 3.2.10
org.datanucleus datanucleus-rdbms 3.2.9
org.eclipse.jetty jetty-client 9.3.3.v20150827
org.eclipse.jetty jetty-continuation 9.3.3.v20150827
org.eclipse.jetty jetty-http 9.3.3.v20150827
org.eclipse.jetty jetty-io 9.3.3.v20150827
org.eclipse.jetty jetty-jndi 9.3.3.v20150827
org.eclipse.jetty jetty-plus 9.3.3.v20150827
org.eclipse.jetty jetty-proxy 9.3.3.v20150827
org.eclipse.jetty jetty-security 9.3.3.v20150827
org.eclipse.jetty jetty-server 9.3.3.v20150827
org.eclipse.jetty jetty-servlet 9.3.3.v20150827
org.eclipse.jetty jetty-servlets 9.3.3.v20150827
org.eclipse.jetty jetty-util 9.3.3.v20150827
org.eclipse.jetty jetty-webapp 9.3.3.v20150827
org.eclipse.jetty jetty-xml 9.3.3.v20150827
org.eclipse.jetty.orbit javax.servlet 3.0.0.v201112011016
org.fusesource.jansi jansi 1.4
org.fusesource.leveldbjni leveldbjni-all 1.8
org.glassfish.hk2 hk2-api 2.4.0-b34
org.glassfish.hk2 hk2-locator 2.4.0-b34
org.glassfish.hk2 hk2-utils 2.4.0-b34
org.glassfish.hk2 osgi-resource-locator 1.0.1
org.glassfish.hk2.external aopalliance-repackaged 2.4.0-b34
org.glassfish.hk2.external javax.inject 2.4.0-b34
org.glassfish.jersey.bundles.repackaged jersey-guava 2.22.2
org.glassfish.jersey.containers jersey-container-servlet 2.22.2
org.glassfish.jersey.containers jersey-container-servlet-core 2.22.2
org.glassfish.jersey.core jersey-client 2.22.2
org.glassfish.jersey.core jersey-common 2.22.2
org.glassfish.jersey.core jersey-server 2.22.2
org.glassfish.jersey.media jersey-media-jaxb 2.22.2
org.hawkular.agent prometheus-scraper 0.20.1.Final
org.hibernate hibernate-validator 5.1.1.Final
org.iq80.snappy snappy 0.2
org.javassist javassist 3.18.1-GA
org.jboss.logging jboss-logging 3.1.3.GA
org.jdbi jdbi 2.63.1
org.joda joda-convert 1.7
org.jodd jodd-core 3.5.2
org.jpmml pmml-model 1.2.15
org.jpmml pmml-schema 1.2.15
org.json json 20090211
org.json4s json4s-ast_2.10 3.2.11
org.json4s json4s-core_2.10 3.2.11
org.json4s json4s-jackson_2.10 3.2.11
org.mockito mockito-all 1.9.5
org.objenesis objenesis 2.1
org.postgresql postgresql 9.4-1204-jdbc41
org.roaringbitmap RoaringBitmap 0.5.11
org.rosuda.REngine REngine 2.1.0
org.scala-lang jline 2.10.6
org.scala-lang scala-compiler_2.10 2.10.6
org.scala-lang scala-library_2.10 2.10.6
org.scala-lang scala-reflect_2.10 2.10.6
org.scala-lang scalap_2.10 2.10.6
org.scala-sbt test-interface 1.0
org.scalacheck scalacheck_2.10 1.12.5
org.scalamacros quasiquotes_2.10 2.0.0
org.scalamock scalamock-core_2.10 3.2.1
org.scalamock scalamock-scalatest-support_2.10 3.2.1
org.scalanlp breeze-macros_2.10 0.11.2
org.scalanlp breeze_2.10 0.11.2
org.scalatest scalatest_2.10 2.2.4
org.scalatest scalatest_2.10 2.2.4
org.slf4j jcl-over-slf4j 1.7.16
org.slf4j jul-to-slf4j 1.7.16
org.slf4j slf4j-api 1.7.5
org.slf4j slf4j-log4j12 1.7.5
org.slf4j slf4j-log4j12 1.7.5
org.spark-project.hive hive-beeline 1.2.1.spark2
org.spark-project.hive hive-cli 1.2.1.spark2
org.spark-project.hive hive-exec 1.2.1.spark2
org.spark-project.hive hive-jdbc 1.2.1.spark2
org.spark-project.hive hive-metastore 1.2.1.spark2
org.spark-project.spark unused 1.0.0
org.spire-math spire-macros_2.10 0.7.4
org.spire-math spire_2.10 0.7.4
org.springframework spring-core 4.1.4.RELEASE
org.springframework spring-test 4.1.4.RELEASE
org.xerial sqlite-jdbc 3.8.11.2
org.xerial.snappy snappy-java 1.1.2.6
org.yaml snakeyaml 1.16
oro oro 2.0.8
stax stax-api 1.0.1
xerces xercesImpl 2.9.1
xml-apis xml-apis 1.3.04
xmlenc xmlenc 0.52

Pre-installed Java and Scala libraries (Scala 2.11 cluster version)

Group ID Artifact ID Version
antlr antlr 2.7.7
com.amazonaws amazon-sqs-java-messaging-lib 1.0.0
com.amazonaws aws-java-sdk 1.9.40
com.amazonaws aws-java-sdk-autoscaling 1.9.40
com.amazonaws aws-java-sdk-cloudformation 1.9.40
com.amazonaws aws-java-sdk-cloudfront 1.9.40
com.amazonaws aws-java-sdk-cloudhsm 1.9.40
com.amazonaws aws-java-sdk-cloudsearch 1.9.40
com.amazonaws aws-java-sdk-cloudtrail 1.9.40
com.amazonaws aws-java-sdk-cloudwatch 1.9.40
com.amazonaws aws-java-sdk-cloudwatchmetrics 1.9.40
com.amazonaws aws-java-sdk-codedeploy 1.9.40
com.amazonaws aws-java-sdk-cognitoidentity 1.9.40
com.amazonaws aws-java-sdk-cognitosync 1.9.40
com.amazonaws aws-java-sdk-config 1.9.40
com.amazonaws aws-java-sdk-core 1.9.40
com.amazonaws aws-java-sdk-datapipeline 1.9.40
com.amazonaws aws-java-sdk-directconnect 1.9.40
com.amazonaws aws-java-sdk-directory 1.9.40
com.amazonaws aws-java-sdk-dynamodb 1.9.40
com.amazonaws aws-java-sdk-ec2 1.9.40
com.amazonaws aws-java-sdk-ecs 1.9.40
com.amazonaws aws-java-sdk-efs 1.9.40
com.amazonaws aws-java-sdk-elasticache 1.9.40
com.amazonaws aws-java-sdk-elasticbeanstalk 1.9.40
com.amazonaws aws-java-sdk-elasticloadbalancing 1.9.40
com.amazonaws aws-java-sdk-elastictranscoder 1.9.40
com.amazonaws aws-java-sdk-emr 1.9.40
com.amazonaws aws-java-sdk-glacier 1.9.40
com.amazonaws aws-java-sdk-iam 1.9.40
com.amazonaws aws-java-sdk-importexport 1.9.40
com.amazonaws aws-java-sdk-kinesis 1.9.40
com.amazonaws aws-java-sdk-kms 1.9.40
com.amazonaws aws-java-sdk-lambda 1.9.40
com.amazonaws aws-java-sdk-logs 1.9.40
com.amazonaws aws-java-sdk-machinelearning 1.9.40
com.amazonaws aws-java-sdk-opsworks 1.9.40
com.amazonaws aws-java-sdk-rds 1.9.40
com.amazonaws aws-java-sdk-redshift 1.9.40
com.amazonaws aws-java-sdk-route53 1.9.40
com.amazonaws aws-java-sdk-s3 1.9.40
com.amazonaws aws-java-sdk-ses 1.9.40
com.amazonaws aws-java-sdk-simpledb 1.9.40
com.amazonaws aws-java-sdk-simpleworkflow 1.9.40
com.amazonaws aws-java-sdk-sns 1.9.40
com.amazonaws aws-java-sdk-sqs 1.9.40
com.amazonaws aws-java-sdk-ssm 1.9.40
com.amazonaws aws-java-sdk-storagegateway 1.9.40
com.amazonaws aws-java-sdk-sts 1.9.40
com.amazonaws aws-java-sdk-support 1.9.40
com.amazonaws aws-java-sdk-swf-libraries 1.9.40
com.amazonaws aws-java-sdk-workspaces 1.9.40
com.clearspring.analytics stream 2.7.0
com.databricks Rserve 1.8-3
com.databricks jets3t 0.7.1-0
com.databricks.scalapb compilerplugin_2.11 0.4.15-9
com.databricks.scalapb scalapb-runtime_2.11 0.4.15-9
com.esotericsoftware kryo-shaded 3.0.3
com.esotericsoftware minlog 1.3.0
com.fasterxml classmate 1.0.0
com.fasterxml.jackson.core jackson-annotations 2.4.5
com.fasterxml.jackson.core jackson-core 2.4.5
com.fasterxml.jackson.core jackson-databind 2.4.5
com.fasterxml.jackson.datatype jackson-datatype-joda 2.4.5
com.fasterxml.jackson.module jackson-module-scala_2.11 2.4.5
com.github.fommil jniloader 1.1
com.github.fommil.netlib core 1.1.2
com.github.fommil.netlib native_ref-java 1.1
com.github.fommil.netlib native_system-java 1.1
com.github.fommil.netlib netlib-native_ref-linux-x86_64 1.1
com.github.fommil.netlib netlib-native_system-linux-x86_64 1.1
com.github.rwl jtransforms 2.4.0
com.github.scopt scopt_2.11 3.3.0
com.google.api-client google-api-client 1.22.0
com.google.apis google-api-services-admin-directory directory_v1-rev69-1.22.0
com.google.code.findbugs jsr305 2.0.1
com.google.code.gson gson 2.2.4
com.google.guava guava 15.0
com.google.http-client google-http-client 1.22.0
com.google.http-client google-http-client-jackson2 1.22.0
com.google.oauth-client google-oauth-client 1.22.0
com.google.protobuf protobuf-java 2.6.1
com.googlecode.javaewah JavaEWAH 0.3.2
com.h2database h2 1.3.174
com.jcraft jsch 0.1.50
com.jolbox bonecp 0.8.0.RELEASE
com.mchange c3p0 0.9.5.1
com.mchange mchange-commons-java 0.2.10
com.ning compress-lzf 1.0.3
com.sun.jersey jersey-client 1.19
com.sun.jersey jersey-core 1.19
com.sun.mail gimap 1.5.2
com.sun.mail javax.mail 1.5.2
com.thoughtworks.paranamer paranamer 2.6
com.trueaccord.lenses lenses_2.11 0.3
com.twitter chill-java 0.8.0
com.twitter chill_2.11 0.8.0
com.twitter parquet-hadoop-bundle 1.6.0
com.twitter util-app_2.11 6.23.0
com.twitter util-core_2.11 6.23.0
com.twitter util-jvm_2.11 6.23.0
com.typesafe config 1.2.1
com.typesafe.scala-logging scala-logging-api_2.11 2.1.2
com.typesafe.scala-logging scala-logging-slf4j_2.11 2.1.2
com.univocity univocity-parsers 2.1.1
com.zaxxer HikariCP 2.4.1
commons-beanutils commons-beanutils 1.9.2
commons-beanutils commons-beanutils-core 1.8.0
commons-cli commons-cli 1.2
commons-codec commons-codec 1.8
commons-collections commons-collections 3.2.2
commons-configuration commons-configuration 1.6
commons-dbcp commons-dbcp 1.4
commons-digester commons-digester 1.8.1
commons-fileupload commons-fileupload 1.3
commons-httpclient commons-httpclient 3.1
commons-io commons-io 2.5
commons-lang commons-lang 2.6
commons-logging commons-logging 1.1.1
commons-net commons-net 3.1
commons-pool commons-pool 1.5.4
commons-validator commons-validator 1.5.0
dom4j dom4j 1.6.1
info.ganglia.gmetric4j gmetric4j 1.0.7
io.dropwizard.metrics metrics-core 3.1.2
io.dropwizard.metrics metrics-ganglia 3.1.2
io.dropwizard.metrics metrics-graphite 3.1.2
io.dropwizard.metrics metrics-healthchecks 3.1.2
io.dropwizard.metrics metrics-jetty9 3.1.2
io.dropwizard.metrics metrics-json 3.1.2
io.dropwizard.metrics metrics-jvm 3.1.2
io.dropwizard.metrics metrics-log4j 3.1.2
io.dropwizard.metrics metrics-servlets 3.1.2
io.jsonwebtoken jjwt 0.6.0
io.netty netty 3.8.0.Final
io.netty netty-all 4.0.29.Final
io.prometheus simpleclient 0.0.16
io.prometheus simpleclient_common 0.0.16
io.prometheus simpleclient_dropwizard 0.0.16
io.prometheus simpleclient_pushgateway 0.0.16
io.prometheus simpleclient_servlet 0.0.16
io.prometheus.client model 0.0.2
io.prometheus.jmx collector 0.7
javax.activation activation 1.1
javax.annotation javax.annotation-api 1.2
javax.el javax.el-api 2.2.4
javax.jdo jdo-api 3.0.1
javax.servlet javax.servlet-api 3.1.0
javax.servlet.jsp jsp-api 2.1
javax.transaction jta 1.1
javax.validation validation-api 1.1.0.Final
javax.ws.rs javax.ws.rs-api 2.0.1
javax.ws.rs jsr311-api 1.1.1
javax.xml.bind jaxb-api 2.2.2
javax.xml.stream stax-api 1.0-2
javolution javolution 5.5.1
jline jline 2.11
joda-time joda-time 2.8.1
log4j apache-log4j-extras 1.2.17
log4j log4j 1.2.17
log4j log4j 1.2.17
mysql mysql-connector-java 5.1.27
net.hydromatic eigenbase-properties 1.1.5
net.java.dev.jets3t jets3t 0.7.1
net.jpountz.lz4 lz4 1.3.0
net.liftweb lift-json_2.11 2.6.1
net.razorvine pyrolite 4.9
net.sf.jpam jpam 1.1
net.sf.opencsv opencsv 2.3
net.sf.py4j py4j 0.10.3
net.sf.supercsv super-csv 2.2.0
net.sourceforge.f2j arpack_combined_all 0.1
org.acplt oncrpc 1.0.7
org.antlr ST4 4.0.4
org.antlr antlr-runtime 3.4
org.antlr antlr4-runtime 4.5.3
org.antlr stringtemplate 3.2.1
org.apache.ant ant 1.9.2
org.apache.ant ant-jsch 1.9.2
org.apache.ant ant-launcher 1.9.2
org.apache.avro avro 1.7.7
org.apache.avro avro-ipc 1.7.7
org.apache.avro avro-mapred 1.7.7
org.apache.calcite calcite-avatica 1.2.0-incubating
org.apache.calcite calcite-core 1.2.0-incubating
org.apache.calcite calcite-linq4j 1.2.0-incubating
org.apache.commons commons-compress 1.9
org.apache.commons commons-lang3 3.4
org.apache.commons commons-math3 3.4.1
org.apache.curator curator-client 2.4.0
org.apache.curator curator-framework 2.4.0
org.apache.curator curator-recipes 2.4.0
org.apache.derby derby 10.10.2.0
org.apache.directory.api api-asn1-api 1.0.0-M20
org.apache.directory.api api-util 1.0.0-M20
org.apache.directory.server apacheds-i18n 2.0.0-M15
org.apache.directory.server apacheds-kerberos-codec 2.0.0-M15
org.apache.geronimo.specs geronimo-jms_1.1_spec 1.1.1
org.apache.hadoop hadoop-annotations 2.7.3
org.apache.hadoop hadoop-auth 2.7.3
org.apache.hadoop hadoop-client 2.7.3
org.apache.hadoop hadoop-common 2.7.3
org.apache.hadoop hadoop-hdfs 2.7.3
org.apache.hadoop hadoop-mapreduce-client-app 2.7.3
org.apache.hadoop hadoop-mapreduce-client-common 2.7.3
org.apache.hadoop hadoop-mapreduce-client-core 2.7.3
org.apache.hadoop hadoop-mapreduce-client-jobclient 2.7.3
org.apache.hadoop hadoop-mapreduce-client-shuffle 2.7.3
org.apache.hadoop hadoop-yarn-api 2.7.3
org.apache.hadoop hadoop-yarn-client 2.7.3
org.apache.hadoop hadoop-yarn-common 2.7.3
org.apache.hadoop hadoop-yarn-server-common 2.7.3
org.apache.htrace htrace-core 3.1.0-incubating
org.apache.httpcomponents httpclient 4.4.1
org.apache.httpcomponents httpcore 4.4.1
org.apache.ivy ivy 2.4.0
org.apache.mesos mesos 0.21.1
org.apache.parquet parquet-column 1.7.0
org.apache.parquet parquet-common 1.7.0
org.apache.parquet parquet-encoding 1.7.0
org.apache.parquet parquet-format 2.3.0-incubating
org.apache.parquet parquet-generator 1.7.0
org.apache.parquet parquet-hadoop 1.7.0
org.apache.parquet parquet-jackson 1.7.0
org.apache.poi poi 3.9
org.apache.poi poi-ooxml 3.9
org.apache.poi poi-ooxml-schemas 3.9
org.apache.thrift libfb303 0.9.2
org.apache.thrift libthrift 0.9.2
org.apache.xbean xbean-asm5-shaded 4.4
org.apache.xmlbeans xmlbeans 2.3.0
org.apache.zookeeper zookeeper 3.4.6
org.codehaus.jackson jackson-core-asl 1.8.8
org.codehaus.jackson jackson-jaxrs 1.9.13
org.codehaus.jackson jackson-mapper-asl 1.8.8
org.codehaus.jackson jackson-xc 1.9.13
org.codehaus.janino commons-compiler 2.7.8
org.codehaus.janino janino 2.7.8
org.datanucleus datanucleus-api-jdo 3.2.6
org.datanucleus datanucleus-core 3.2.10
org.datanucleus datanucleus-rdbms 3.2.9
org.eclipse.jetty jetty-client 9.3.3.v20150827
org.eclipse.jetty jetty-continuation 9.3.3.v20150827
org.eclipse.jetty jetty-http 9.3.3.v20150827
org.eclipse.jetty jetty-io 9.3.3.v20150827
org.eclipse.jetty jetty-jndi 9.3.3.v20150827
org.eclipse.jetty jetty-plus 9.3.3.v20150827
org.eclipse.jetty jetty-proxy 9.3.3.v20150827
org.eclipse.jetty jetty-security 9.3.3.v20150827
org.eclipse.jetty jetty-server 9.3.3.v20150827
org.eclipse.jetty jetty-servlet 9.3.3.v20150827
org.eclipse.jetty jetty-servlets 9.3.3.v20150827
org.eclipse.jetty jetty-util 9.3.3.v20150827
org.eclipse.jetty jetty-webapp 9.3.3.v20150827
org.eclipse.jetty jetty-xml 9.3.3.v20150827
org.eclipse.jetty.orbit javax.servlet 3.0.0.v201112011016
org.fusesource.leveldbjni leveldbjni-all 1.8
org.glassfish.hk2 hk2-api 2.4.0-b34
org.glassfish.hk2 hk2-locator 2.4.0-b34
org.glassfish.hk2 hk2-utils 2.4.0-b34
org.glassfish.hk2 osgi-resource-locator 1.0.1
org.glassfish.hk2.external aopalliance-repackaged 2.4.0-b34
org.glassfish.hk2.external javax.inject 2.4.0-b34
org.glassfish.jersey.bundles.repackaged jersey-guava 2.22.2
org.glassfish.jersey.containers jersey-container-servlet 2.22.2
org.glassfish.jersey.containers jersey-container-servlet-core 2.22.2
org.glassfish.jersey.core jersey-client 2.22.2
org.glassfish.jersey.core jersey-common 2.22.2
org.glassfish.jersey.core jersey-server 2.22.2
org.glassfish.jersey.media jersey-media-jaxb 2.22.2
org.hawkular.agent prometheus-scraper 0.20.1.Final
org.hibernate hibernate-validator 5.1.1.Final
org.iq80.snappy snappy 0.2
org.javassist javassist 3.18.1-GA
org.jboss.logging jboss-logging 3.1.3.GA
org.jdbi jdbi 2.63.1
org.joda joda-convert 1.7
org.jodd jodd-core 3.5.2
org.jpmml pmml-model 1.2.15
org.jpmml pmml-schema 1.2.15
org.json json 20090211
org.json4s json4s-ast_2.11 3.2.11
org.json4s json4s-core_2.11 3.2.11
org.json4s json4s-jackson_2.11 3.2.11
org.mockito mockito-all 1.9.5
org.objenesis objenesis 2.1
org.postgresql postgresql 9.4-1204-jdbc41
org.roaringbitmap RoaringBitmap 0.5.11
org.rosuda.REngine REngine 2.1.0
org.scala-lang scala-compiler_2.11 2.11.8
org.scala-lang scala-library_2.11 2.11.8
org.scala-lang scala-reflect_2.11 2.11.8
org.scala-lang scalap_2.11 2.11.8
org.scala-lang.modules scala-parser-combinators_2.11 1.0.2
org.scala-lang.modules scala-xml_2.11 1.0.2
org.scala-sbt test-interface 1.0
org.scalacheck scalacheck_2.11 1.12.5
org.scalamock scalamock-core_2.11 3.2.1
org.scalamock scalamock-scalatest-support_2.11 3.2.1
org.scalanlp breeze-macros_2.11 0.11.2
org.scalanlp breeze_2.11 0.11.2
org.scalatest scalatest_2.11 2.2.4
org.scalatest scalatest_2.11 2.2.4
org.slf4j jcl-over-slf4j 1.7.16
org.slf4j jul-to-slf4j 1.7.16
org.slf4j slf4j-api 1.7.5
org.slf4j slf4j-log4j12 1.7.5
org.slf4j slf4j-log4j12 1.7.5
org.spark-project.hive hive-beeline 1.2.1.spark2
org.spark-project.hive hive-cli 1.2.1.spark2
org.spark-project.hive hive-exec 1.2.1.spark2
org.spark-project.hive hive-jdbc 1.2.1.spark2
org.spark-project.hive hive-metastore 1.2.1.spark2
org.spark-project.spark unused 1.0.0
org.spire-math spire-macros_2.11 0.7.4
org.spire-math spire_2.11 0.7.4
org.springframework spring-core 4.1.4.RELEASE
org.springframework spring-test 4.1.4.RELEASE
org.xerial sqlite-jdbc 3.8.11.2
org.xerial.snappy snappy-java 1.1.2.6
org.yaml snakeyaml 1.16
oro oro 2.0.8
stax stax-api 1.0.1
xerces xercesImpl 2.9.1
xml-apis xml-apis 1.3.04
xmlenc xmlenc 0.52