2.1.0-db1 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 support lifecycle.

The following release notes provide information about the Spark 2.1.0-db1 cluster image powered by Apache Spark.

Apache Spark

2.1.0-db1 cluster image includes the Apache Spark 2.1.0 release. You can consult JIRA for the detailed changes. 2.1.0-db1 cluster image also includes the following extra bug fixes and improvements:

Changes and Improvements

  • Spark Session Isolation is enabled by default. With Spark Session Isolation, different notebooks attached to a cluster are in different sessions with isolated runtime configurations and current database setting. For details, see Spark Session Isolation. In order to share temporary views across notebooks when session isolated is enabled, users can use global temporary views. Users can still disable session isolation by setting spark.databricks.session.share to true.

  • 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 the command finishes running, which help users with more feedback on what the state of a command is.

  • Hive metastore stores all table partition metadata by default for Spark tables stored with Hive’s storage formats as well as tables stored with Spark’s native formats. This reduces first query latency over partitioned tables and allows for the use of DDL commands to manipulate partitions for tables stored with Spark’s native formats. Users can migrate tables created by previous versions of Spark by using the MSCK command. For more details, see Scalable Partition Handling for Cloud-Native Architecture in Apache Spark 2.1 in the Databricks blog.

  • 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.

  • 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).

Known Issues

  • Log links on the executor page are not set correctly. Please use the worker page to access stdout and stderr links of an executor for now.

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 using Python 3)

  • 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

2.1.0

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

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.chuusai

shapeless_2.10.4

2.0.0

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-paranamer

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.google.code.findbugs

jsr305

2.0.1

com.google.code.gson

gson

2.2.4

com.google.guava

guava

15.0

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.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

2.2.1

com.zaxxer

HikariCP

2.4.1

commons-beanutils

commons-beanutils

1.7.0

commons-beanutils

commons-beanutils-core

1.8.0

commons-cli

commons-cli

1.2

commons-codec

commons-codec

1.10

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

commons-httpclient

commons-httpclient

3.1

commons-io

commons-io

2.4

commons-lang

commons-lang

2.6

commons-logging

commons-logging

1.1.3

commons-net

commons-net

2.2

commons-pool

commons-pool

1.5.4

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.netty

netty

3.8.0.Final

io.netty

netty-all

4.0.42.Final

io.prometheus

simpleclient

0.0.16

io.prometheus

simpleclient_common

0.0.16

io.prometheus

simpleclient_dropwizard

0.0.16

io.prometheus

simpleclient_servlet

0.0.16

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.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

2.9.3

log4j

apache-log4j-extras

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.razorvine

pyrolite

4.13

net.sf.jpam

jpam

1.1

net.sf.opencsv

opencsv

2.3

net.sf.py4j

py4j

0.10.4

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

1.4.1

org.apache.commons

commons-crypto

1.0.0

org.apache.commons

commons-lang3

3.5

org.apache.commons

commons-math3

3.4.1

org.apache.curator

curator-client

2.6.0

org.apache.curator

curator-framework

2.6.0

org.apache.curator

curator-recipes

2.6.0

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.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

4.5.2

org.apache.httpcomponents

httpcore

4.4.4

org.apache.ivy

ivy

2.4.0

org.apache.parquet

parquet-column

1.8.1

org.apache.parquet

parquet-common

1.8.1

org.apache.parquet

parquet-encoding

1.8.1

org.apache.parquet

parquet-format

2.3.0-incubating

org.apache.parquet

parquet-hadoop

1.8.1

org.apache.parquet

parquet-jackson

1.8.1

org.apache.thrift

libfb303

0.9.2

org.apache.thrift

libthrift

0.9.2

org.apache.xbean

xbean-asm5-shaded

4.4

org.apache.zookeeper

zookeeper

3.4.6

org.codehaus.jackson

jackson-core-asl

1.9.13

org.codehaus.jackson

jackson-jaxrs

1.9.13

org.codehaus.jackson

jackson-mapper-asl

1.9.13

org.codehaus.jackson

jackson-xc

1.9.13

org.codehaus.janino

commons-compiler

3.0.0

org.codehaus.janino

janino

3.0.0

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.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.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.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.scalanlp

breeze-macros_2.10

0.12

org.scalanlp

breeze_2.10

0.12

org.scalatest

scalatest_2.10

2.2.6

org.slf4j

jcl-over-slf4j

1.7.16

org.slf4j

jul-to-slf4j

1.7.16

org.slf4j

slf4j-api

1.7.16

org.slf4j

slf4j-log4j12

1.7.16

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.tukaani

xz

1.0

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

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.chuusai

shapeless_2.11

2.0.0

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-paranamer

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.google.code.findbugs

jsr305

2.0.1

com.google.code.gson

gson

2.2.4

com.google.guava

guava

15.0

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.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

2.2.1

com.zaxxer

HikariCP

2.4.1

commons-beanutils

commons-beanutils

1.7.0

commons-beanutils

commons-beanutils-core

1.8.0

commons-cli

commons-cli

1.2

commons-codec

commons-codec

1.10

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

commons-httpclient

commons-httpclient

3.1

commons-io

commons-io

2.4

commons-lang

commons-lang

2.6

commons-logging

commons-logging

1.1.3

commons-net

commons-net

2.2

commons-pool

commons-pool

1.5.4

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.netty

netty

3.8.0.Final

io.netty

netty-all

4.0.42.Final

io.prometheus

simpleclient

0.0.16

io.prometheus

simpleclient_common

0.0.16

io.prometheus

simpleclient_dropwizard

0.0.16

io.prometheus

simpleclient_servlet

0.0.16

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.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

2.9.3

log4j

apache-log4j-extras

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.razorvine

pyrolite

4.13

net.sf.jpam

jpam

1.1

net.sf.opencsv

opencsv

2.3

net.sf.py4j

py4j

0.10.4

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

1.4.1

org.apache.commons

commons-crypto

1.0.0

org.apache.commons

commons-lang3

3.5

org.apache.commons

commons-math3

3.4.1

org.apache.curator

curator-client

2.6.0

org.apache.curator

curator-framework

2.6.0

org.apache.curator

curator-recipes

2.6.0

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.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

4.5.2

org.apache.httpcomponents

httpcore

4.4.4

org.apache.ivy

ivy

2.4.0

org.apache.parquet

parquet-column

1.8.1

org.apache.parquet

parquet-common

1.8.1

org.apache.parquet

parquet-encoding

1.8.1

org.apache.parquet

parquet-format

2.3.0-incubating

org.apache.parquet

parquet-hadoop

1.8.1

org.apache.parquet

parquet-jackson

1.8.1

org.apache.thrift

libfb303

0.9.2

org.apache.thrift

libthrift

0.9.2

org.apache.xbean

xbean-asm5-shaded

4.4

org.apache.zookeeper

zookeeper

3.4.6

org.codehaus.jackson

jackson-core-asl

1.9.13

org.codehaus.jackson

jackson-jaxrs

1.9.13

org.codehaus.jackson

jackson-mapper-asl

1.9.13

org.codehaus.jackson

jackson-xc

1.9.13

org.codehaus.janino

commons-compiler

3.0.0

org.codehaus.janino

janino

3.0.0

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.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.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.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.scalanlp

breeze-macros_2.11

0.12

org.scalanlp

breeze_2.11

0.12

org.scalatest

scalatest_2.11

2.2.6

org.slf4j

jcl-over-slf4j

1.7.16

org.slf4j

jul-to-slf4j

1.7.16

org.slf4j

slf4j-api

1.7.16

org.slf4j

slf4j-log4j12

1.7.16

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.tukaani

xz

1.0

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