Databricks Runtime 6.1 (Unsupported)

Databricks released this image in October 2019.

The following release notes provide information about Databricks Runtime 6.1, powered by Apache Spark.

New features

Delta Lake enhancements

Python APIs for Delta tables (Public Preview)

You can now delete from and upsert data into Delta tables, clean tables, and get table history using Python APIs.

For details, see Table deletes, updates, and merges and Table utility commands.

Dynamic File Pruning (DFP) enabled by default

DFP uses Delta table metadata (for example, min/max column statistics in a file) significantly improves the performance of many queries by skipping files with column values out of range. Unlike Dynamic Partition Pruning (DPP), DFP works on non-partitioned columns as well. DFP can be beneficial for workloads that join on non-partitioned keys.

Configure clusters with your own container image using Databricks Container Services

Databricks Container Services lets you configure a cluster with your own container image. You can pre-package complex environments within a container, publish it to a popular container registry such as ACR, ECR, or Docker Hub, and then have Databricks pull the image to build a cluster. Some example use cases include:

  • Library customization - you have full control over the system libraries you want installed

  • Golden container environment - your Docker image is a locked down environment that will never change

  • Docker CI/CD integration - you can integrate Databricks with your Docker CI/CD pipelines

There are many other use cases, ranging from specifying configuration to installing machine learning packages.

For details, see Customize containers with Databricks Container Services.

Secrets referenced by Spark configuration properties and environment variables (Public Preview)

As of the November 7 maintenance update of Databricks Runtime 6.1, the ability to reference a secret in a Spark configuration property or environment variable is in Public Preview. For details, see Use a secret in a Spark configuration property or environment variable.

Ganglia metrics now available on clusters with table ACLs

Previously Ganglia metrics were not supported on clusters with table access control enabled. They are now available.

Improvements

  • Upgraded netty-all from 4.1.17.Final to 4.1.39.Final

  • Upgraded Snowflake connector from 2.4.10 to 2.5.3

Apache Spark

Databricks Runtime 6.1 includes Apache Spark 2.4.4. This release includes all Spark fixes and improvements included in Databricks Runtime 6.0 (Unsupported), as well as the following additional bug fixes and improvements made to Spark:

  • [SPARK-28782][SQL] Generator support in aggregate expressions

  • [SPARK-19147][CORE] Gracefully handle error in task after executor is stopped

  • [SPARK-26003][SQL] Improve SQLAppStatusListener.aggregateMetrics performance

  • [SPARK-29101][SQL] Fix count API for csv file when DROPMALFORMED mode is selected

  • [SPARK-29042][CORE] Sampling-based RDD with unordered input should be INDETERMINATE

  • [SPARK-29124][CORE] Use MurmurHash3 bytesHash(data, seed) instead of bytesHash(data)

  • [SPARK-26713][CORE] Interrupt pipe IO threads in PipedRDD when task is finished

  • [SPARK-29046][SQL] Fix NPE in SQLConf.get when active SparkContext is stopping

  • [SPARK-28483] Fix barrier mode task hang on barrier() when task killed

  • [SPARK-29087][CORE][STREAMING] Use DelegatingServletContextHandler to avoid CCE

  • [SPARK-27122][CORE] Jetty classes must not be return via getters in org.apache.spark.ui.WebUI

  • [SPARK-11150][SQL] Dynamic Partition Pruning

  • [SPARK-27592][SQL] Set the bucketed data source table SerDe correctly

  • [SPARK-23519][SQL] Create view should work from query with duplicate output columns

  • [SPARK-29011][BUILD] Update netty-all from 4.1.17-Final to 4.1.39-Final

  • [SPARK-28912] Fixed MatchError in getCheckpointFiles()

  • [SPARK-26046][SS] Add StreamingQueryManager.listListeners()

  • [SPARK-3137][CORE] Replace the global TorrentBroadcast lock with fine grained KeyLock (6.x)

  • [SPARK-28709][DSTREAMS] Fix StreamingContext leak through Streaming

  • [SPARK-22955][DSTREAMS] - graceful shutdown shouldn’t lead to job gen…

  • [SPARK-28730][SPARK-28495] Introduce ANSI store assignment policy for table insertion

  • [SPARK-27992][SPARK-28881][PYTHON] Allow Python to join with connection thread to propagate errors

  • [SPARK-28025][SS] Fix FileContextBasedCheckpointFileManager leaking crc files

  • [SPARK-28699][CORE] Fix a corner case for aborting indeterminate stage

  • [SPARK-28780][ML] deprecate LinearSVCModel.setWeightCol

  • [SPARK-28844][SQL] Fix typo in SQLConf FILE_COMRESSION_FACTOR

  • [SPARK-26895][CORE] prepareSubmitEnvironment should be called within doAs for proxy users

System environment

  • Operating System: Ubuntu 16.04.6 LTS

  • Java: 1.8.0_232

  • Scala: 2.11.12

  • Python: 3.7.3

  • R: R version 3.6.1 (2019-07-05)

  • Delta Lake: 0.4.0

Note

Although Scala 2.12 is available as an experimental feature in Apache Spark 2.4, it is not supported in Databricks Runtime 6.1.

Installed Python libraries

Library

Version

Library

Version

Library

Version

asn1crypto

0.24.0

backcall

0.1.0

boto

2.49.0

boto3

1.9.162

botocore

1.12.163

certifi

2019.3.9

cffi

1.12.2

chardet

3.0.4

cryptography

2.6.1

cycler

0.10.0

Cython

0.29.6

decorator

4.4.0

docutils

0.14

idna

2.8

ipython

7.4.0

ipython-genutils

0.2.0

jedi

0.13.3

jmespath

0.9.4

kiwisolver

1.1.0

matplotlib

3.0.3

numpy

1.16.2

pandas

0.24.2

parso

0.3.4

patsy

0.5.1

pexpect

4.6.0

pickleshare

0.7.5

pip

19.0.3

prompt-toolkit

2.0.9

psycopg2

2.7.6.1

ptyprocess

0.6.0

pyarrow

0.13.0

pycparser

2.19

pycurl

7.43.0

Pygments

2.3.1

PyGObject

3.20.0

pyOpenSSL

19.0.0

pyparsing

2.4.2

PySocks

1.6.8

python-apt

1.1.0.b1+ubuntu0.16.04.5

python-dateutil

2.8.0

pytz

2018.9

requests

2.21.0

s3transfer

0.2.1

scikit-learn

0.20.3

scipy

1.2.1

seaborn

0.9.0

setuptools

40.8.0

six

1.12.0

ssh-import-id

5.5

statsmodels

0.9.0

traitlets

4.3.2

unattended-upgrades

0.1

urllib3

1.24.1

virtualenv

16.4.1

wcwidth

0.1.7

wheel

0.33.1

Installed R libraries

Library

Version

Library

Version

Library

Version

abind

1.4-5

askpass

1.1

assertthat

0.2.1

backports

1.1.3

base

3.6.1

base64enc

0.1-3

BH

1.69.0-1

bit

1.1-14

bit64

0.9-7

bitops

1.0-6

blob

1.1.1

boot

1.3-23

brew

1.0-6

callr

3.2.0

car

3.0-2

carData

3.0-2

caret

6.0-82

cellranger

1.1.0

chron

2.3-53

class

7.3-15

cli

1.1.0

clipr

0.5.0

clisymbols

1.2.0

cluster

2.1.0

codetools

0.2-16

colorspace

1.4-1

commonmark

1.7

compiler

3.6.1

config

0.3

crayon

1.3.4

curl

3.3

data.table

1.12.0

datasets

3.6.1

DBI

1.0.0

dbplyr

1.3.0

desc

1.2.0

devtools

2.0.1

digest

0.6.18

doMC

1.3.5

dplyr

0.8.0.1

ellipsis

0.1.0

fansi

0.4.0

forcats

0.4.0

foreach

1.4.4

foreign

0.8-72

forge

0.2.0

fs

1.2.7

gbm

2.1.5

generics

0.0.2

ggplot2

3.1.0

gh

1.0.1

git2r

0.25.2

glmnet

2.0-16

glue

1.3.1

gower

0.2.0

graphics

3.6.1

grDevices

3.6.1

grid

3.6.1

gridExtra

2.3

gsubfn

0.7

gtable

0.3.0

h2o

3.22.1.1

haven

2.1.0

hms

0.4.2

htmltools

0.3.6

htmlwidgets

1.3

httr

1.4.0

hwriter

1.3.2

hwriterPlus

1.0-3

ini

0.3.1

ipred

0.9-8

iterators

1.0.10

jsonlite

1.6

KernSmooth

2.23-15

labeling

0.3

lattice

0.20-38

lava

1.6.5

lazyeval

0.2.2

littler

0.3.7

lme4

1.1-21

lubridate

1.7.4

magrittr

1.5

mapproj

1.2.6

maps

3.3.0

maptools

0.9-5

MASS

7.3-51.4

Matrix

1.2-17

MatrixModels

0.4-1

memoise

1.1.0

methods

3.6.1

mgcv

1.8-29

mime

0.6

minqa

1.2.4

ModelMetrics

1.2.2

munsell

0.5.0

mvtnorm

1.0-10

nlme

3.1-141

nloptr

1.2.1

nnet

7.3-12

numDeriv

2016.8-1

openssl

1.3

openxlsx

4.1.0

parallel

3.6.1

pbkrtest

0.4-7

pillar

1.3.1

pkgbuild

1.0.3

pkgconfig

2.0.2

pkgKitten

0.1.4

pkgload

1.0.2

plogr

0.2.0

plyr

1.8.4

praise

1.0.0

prettyunits

1.0.2

pROC

1.14.0

processx

3.3.0

prodlim

2018.04.18

progress

1.2.0

proto

1.0.0

ps

1.3.0

purrr

0.3.2

quantreg

5.38

R.methodsS3

1.7.1

R.oo

1.22.0

R.utils

2.8.0

r2d3

0.2.3

R6

2.4.0

randomForest

4.6-14

rappdirs

0.3.1

rcmdcheck

1.3.2

RColorBrewer

1.1-2

Rcpp

1.0.1

RcppEigen

0.3.3.5.0

RcppRoll

0.3.0

RCurl

1.95-4.12

readr

1.3.1

readxl

1.3.1

recipes

0.1.5

rematch

1.0.1

remotes

2.0.2

reshape2

1.4.3

rio

0.5.16

rlang

0.3.3

RODBC

1.3-15

roxygen2

6.1.1

rpart

4.1-15

rprojroot

1.3-2

Rserve

1.8-6

RSQLite

2.1.1

rstudioapi

0.10

scales

1.0.0

sessioninfo

1.1.1

sp

1.3-1

sparklyr

1.0.0

SparkR

2.4.5

SparseM

1.77

spatial

7.3-11

splines

3.6.1

sqldf

0.4-11

SQUAREM

2017.10-1

statmod

1.4.30

stats

3.6.1

stats4

3.6.1

stringi

1.4.3

stringr

1.4.0

survival

2.44-1.1

sys

3.1

tcltk

3.6.1

TeachingDemos

2.10

testthat

2.0.1

tibble

2.1.1

tidyr

0.8.3

tidyselect

0.2.5

timeDate

3043.102

tools

3.6.1

usethis

1.4.0

utf8

1.1.4

utils

3.6.1

viridisLite

0.3.0

whisker

0.3-2

withr

2.1.2

xml2

1.2.0

xopen

1.0.0

yaml

2.2.0

zip

2.0.1

Installed Java and Scala libraries (Scala 2.11 cluster version)

Group ID

Artifact ID

Version

antlr

antlr

2.7.7

com.amazonaws

amazon-kinesis-client

1.8.10

com.amazonaws

aws-java-sdk-autoscaling

1.11.595

com.amazonaws

aws-java-sdk-cloudformation

1.11.595

com.amazonaws

aws-java-sdk-cloudfront

1.11.595

com.amazonaws

aws-java-sdk-cloudhsm

1.11.595

com.amazonaws

aws-java-sdk-cloudsearch

1.11.595

com.amazonaws

aws-java-sdk-cloudtrail

1.11.595

com.amazonaws

aws-java-sdk-cloudwatch

1.11.595

com.amazonaws

aws-java-sdk-cloudwatchmetrics

1.11.595

com.amazonaws

aws-java-sdk-codedeploy

1.11.595

com.amazonaws

aws-java-sdk-cognitoidentity

1.11.595

com.amazonaws

aws-java-sdk-cognitosync

1.11.595

com.amazonaws

aws-java-sdk-config

1.11.595

com.amazonaws

aws-java-sdk-core

1.11.595

com.amazonaws

aws-java-sdk-datapipeline

1.11.595

com.amazonaws

aws-java-sdk-directconnect

1.11.595

com.amazonaws

aws-java-sdk-directory

1.11.595

com.amazonaws

aws-java-sdk-dynamodb

1.11.595

com.amazonaws

aws-java-sdk-ec2

1.11.595

com.amazonaws

aws-java-sdk-ecs

1.11.595

com.amazonaws

aws-java-sdk-efs

1.11.595

com.amazonaws

aws-java-sdk-elasticache

1.11.595

com.amazonaws

aws-java-sdk-elasticbeanstalk

1.11.595

com.amazonaws

aws-java-sdk-elasticloadbalancing

1.11.595

com.amazonaws

aws-java-sdk-elastictranscoder

1.11.595

com.amazonaws

aws-java-sdk-emr

1.11.595

com.amazonaws

aws-java-sdk-glacier

1.11.595

com.amazonaws

aws-java-sdk-glue

1.11.595

com.amazonaws

aws-java-sdk-iam

1.11.595

com.amazonaws

aws-java-sdk-importexport

1.11.595

com.amazonaws

aws-java-sdk-kinesis

1.11.595

com.amazonaws

aws-java-sdk-kms

1.11.595

com.amazonaws

aws-java-sdk-lambda

1.11.595

com.amazonaws

aws-java-sdk-logs

1.11.595

com.amazonaws

aws-java-sdk-machinelearning

1.11.595

com.amazonaws

aws-java-sdk-opsworks

1.11.595

com.amazonaws

aws-java-sdk-rds

1.11.595

com.amazonaws

aws-java-sdk-redshift

1.11.595

com.amazonaws

aws-java-sdk-route53

1.11.595

com.amazonaws

aws-java-sdk-s3

1.11.595

com.amazonaws

aws-java-sdk-ses

1.11.595

com.amazonaws

aws-java-sdk-simpledb

1.11.595

com.amazonaws

aws-java-sdk-simpleworkflow

1.11.595

com.amazonaws

aws-java-sdk-sns

1.11.595

com.amazonaws

aws-java-sdk-sqs

1.11.595

com.amazonaws

aws-java-sdk-ssm

1.11.595

com.amazonaws

aws-java-sdk-storagegateway

1.11.595

com.amazonaws

aws-java-sdk-sts

1.11.595

com.amazonaws

aws-java-sdk-support

1.11.595

com.amazonaws

aws-java-sdk-swf-libraries

1.11.22

com.amazonaws

aws-java-sdk-workspaces

1.11.595

com.amazonaws

jmespath-java

1.11.595

com.carrotsearch

hppc

0.7.2

com.chuusai

shapeless_2.11

2.3.2

com.clearspring.analytics

stream

2.7.0

com.databricks

Rserve

1.8-3

com.databricks

dbml-local_2.11

0.5.0-db8-spark2.4

com.databricks

dbml-local_2.11-tests

0.5.0-db8-spark2.4

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

4.0.2

com.esotericsoftware

minlog

1.3.0

com.fasterxml

classmate

1.0.0

com.fasterxml.jackson.core

jackson-annotations

2.6.7

com.fasterxml.jackson.core

jackson-core

2.6.7

com.fasterxml.jackson.core

jackson-databind

2.6.7.1

com.fasterxml.jackson.dataformat

jackson-dataformat-cbor

2.6.7

com.fasterxml.jackson.datatype

jackson-datatype-joda

2.6.7

com.fasterxml.jackson.module

jackson-module-paranamer

2.6.7

com.fasterxml.jackson.module

jackson-module-scala_2.11

2.6.7.1

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_ref-java-natives

1.1

com.github.fommil.netlib

native_system-java

1.1

com.github.fommil.netlib

native_system-java-natives

1.1

com.github.fommil.netlib

netlib-native_ref-linux-x86_64-natives

1.1

com.github.fommil.netlib

netlib-native_system-linux-x86_64-natives

1.1

com.github.luben

zstd-jni

1.3.2-2

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.microsoft.azure

azure-data-lake-store-sdk

2.2.8

com.microsoft.azure

azure-storage

7.0.0

com.microsoft.sqlserver

mssql-jdbc

6.2.2.jre8

com.ning

compress-lzf

1.0.3

com.sun.mail

javax.mail

1.5.2

com.thoughtworks.paranamer

paranamer

2.8

com.trueaccord.lenses

lenses_2.11

0.3

com.twitter

chill-java

0.9.3

com.twitter

chill_2.11

0.9.3

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

2.7.3

com.vlkan

flatbuffers

1.2.0-3f79e055

com.zaxxer

HikariCP

3.1.0

commons-beanutils

commons-beanutils

1.9.3

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

3.1

commons-pool

commons-pool

1.5.4

info.ganglia.gmetric4j

gmetric4j

1.0.7

io.airlift

aircompressor

0.10

io.dropwizard.metrics

metrics-core

3.1.5

io.dropwizard.metrics

metrics-ganglia

3.1.5

io.dropwizard.metrics

metrics-graphite

3.1.5

io.dropwizard.metrics

metrics-healthchecks

3.1.5

io.dropwizard.metrics

metrics-jetty9

3.1.5

io.dropwizard.metrics

metrics-json

3.1.5

io.dropwizard.metrics

metrics-jvm

3.1.5

io.dropwizard.metrics

metrics-log4j

3.1.5

io.dropwizard.metrics

metrics-servlets

3.1.5

io.netty

netty

3.9.9.Final

io.netty

netty-all

4.1.39.Final

javax.activation

activation

1.1.1

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

2.14.6

joda-time

joda-time

2.9.3

junit

junit

4.12

log4j

apache-log4j-extras

1.2.17

log4j

log4j

1.2.17

net.hydromatic

eigenbase-properties

1.1.5

net.razorvine

pyrolite

4.13

net.sf.jpam

jpam

1.1

net.sf.opencsv

opencsv

2.3

net.sf.supercsv

super-csv

2.2.0

net.snowflake

snowflake-ingest-sdk

0.9.6

net.snowflake

snowflake-jdbc

3.12.0

net.snowflake

spark-snowflake_2.11

2.5.9-spark_2.4

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

4.7

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.arrow

arrow-format

0.10.0

org.apache.arrow

arrow-memory

0.10.0

org.apache.arrow

arrow-vector

0.10.0

org.apache.avro

avro

1.8.2

org.apache.avro

avro-ipc

1.8.2

org.apache.avro

avro-mapred-hadoop2

1.8.2

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

1.8.1

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

2.7.1

org.apache.curator

curator-framework

2.7.1

org.apache.curator

curator-recipes

2.7.1

org.apache.derby

derby

10.12.1.1

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

4.5.6

org.apache.httpcomponents

httpcore

4.4.10

org.apache.ivy

ivy

2.4.0

org.apache.orc

orc-core-nohive

1.5.5

org.apache.orc

orc-mapreduce-nohive

1.5.5

org.apache.orc

orc-shims

1.5.5

org.apache.parquet

parquet-column

1.10.1.2-databricks4

org.apache.parquet

parquet-common

1.10.1.2-databricks4

org.apache.parquet

parquet-encoding

1.10.1.2-databricks4

org.apache.parquet

parquet-format

2.4.0

org.apache.parquet

parquet-hadoop

1.10.1.2-databricks4

org.apache.parquet

parquet-jackson

1.10.1.2-databricks4

org.apache.thrift

libfb303

0.9.3

org.apache.thrift

libthrift

0.9.3

org.apache.xbean

xbean-asm6-shaded

4.8

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

3.0.10

org.codehaus.janino

janino

3.0.10

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

9.3.27.v20190418

org.eclipse.jetty

jetty-continuation

9.3.27.v20190418

org.eclipse.jetty

jetty-http

9.3.27.v20190418

org.eclipse.jetty

jetty-io

9.3.27.v20190418

org.eclipse.jetty

jetty-jndi

9.3.27.v20190418

org.eclipse.jetty

jetty-plus

9.3.27.v20190418

org.eclipse.jetty

jetty-proxy

9.3.27.v20190418

org.eclipse.jetty

jetty-security

9.3.27.v20190418

org.eclipse.jetty

jetty-server

9.3.27.v20190418

org.eclipse.jetty

jetty-servlet

9.3.27.v20190418

org.eclipse.jetty

jetty-servlets

9.3.27.v20190418

org.eclipse.jetty

jetty-util

9.3.27.v20190418

org.eclipse.jetty

jetty-webapp

9.3.27.v20190418

org.eclipse.jetty

jetty-xml

9.3.27.v20190418

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.hamcrest

hamcrest-core

1.3

org.hamcrest

hamcrest-library

1.3

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.json4s

json4s-ast_2.11

3.5.3

org.json4s

json4s-core_2.11

3.5.3

org.json4s

json4s-jackson_2.11

3.5.3

org.json4s

json4s-scalap_2.11

3.5.3

org.lz4

lz4-java

1.4.0

org.mariadb.jdbc

mariadb-java-client

2.1.2

org.mockito

mockito-core

1.10.19

org.objenesis

objenesis

2.5.1

org.postgresql

postgresql

42.1.4

org.roaringbitmap

RoaringBitmap

0.7.45

org.roaringbitmap

shims

0.7.45

org.rocksdb

rocksdbjni

6.2.2

org.rosuda.REngine

REngine

2.1.0

org.scala-lang

scala-compiler_2.11

2.11.12

org.scala-lang

scala-library_2.11

2.11.12

org.scala-lang

scala-reflect_2.11

2.11.12

org.scala-lang.modules

scala-parser-combinators_2.11

1.1.0

org.scala-lang.modules

scala-xml_2.11

1.0.5

org.scala-sbt

test-interface

1.0

org.scalacheck

scalacheck_2.11

1.12.5

org.scalactic

scalactic_2.11

3.0.3

org.scalanlp

breeze-macros_2.11

0.13.2

org.scalanlp

breeze_2.11

0.13.2

org.scalatest

scalatest_2.11

3.0.3

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-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

0.13.0

org.spire-math

spire_2.11

0.13.0

org.springframework

spring-core

4.1.4.RELEASE

org.springframework

spring-test

4.1.4.RELEASE

org.tukaani

xz

1.5

org.typelevel

machinist_2.11

0.6.1

org.typelevel

macro-compat_2.11

1.1.1

org.xerial

sqlite-jdbc

3.8.11.2

org.xerial.snappy

snappy-java

1.1.7.3

org.yaml

snakeyaml

1.16

oro

oro

2.0.8

software.amazon.ion

ion-java

1.0.2

stax

stax-api

1.0.1

xmlenc

xmlenc

0.52