Databricks Runtime 5.2 (Unsupported)

Databricks released this image in January 2019.

The following release notes provide information about Databricks Runtime 5.2, powered by Apache Spark.

New features

Databricks Advisor

Databricks Advisor automatically analyzes commands and displays advice notices to assist you in improving performance.

Databricks Advisor

See Databricks Advisor.

Delta Lake features

This Databricks Runtime version adds the following new Delta Lake features:

  • Fast Parquet import allows you to import Parquet files into a Delta table without copying data. This feature makes it easier to convert existing Parquet tables and migrate pipelines to Delta. See Convert To Delta (Delta Lake on Databricks).

  • Time travel adds the ability to query a snapshot of a table using a timestamp string or a version, using SQL syntax as well as DataFrameReader options for timestamp expressions. This is a great tool for:

    • Re-creating analyses, reports, or outputs (for example, the output of a machine learning model), which is useful for debugging or auditing, especially in regulated fields.

    • Writing complex temporal queries.

    • Fixing mistakes in your data.

    • Providing snapshot isolation for a set of queries for fast changing tables.

    Preview

    This feature is Experimental.

    See Query an older snapshot of a table (time travel), Select, and Merge Into (Delta Lake on Databricks).

Improvements

  • Delta Lake

    • Table history now shows the snapshot version read and the isolation level used by a write to the Delta table.

    • Added support for ALTER TABLE SET LOCATION.

    • Added support for nested fields in UPDATE clause of MERGE INTO Delta table (for example, MERGE INTO table ON ... WHEN MATCHED THEN UPDATE SET topLevel.nestedField = ...).

  • Improved performance of approx_count_distinct aggregate function.

  • Upgraded Java from 1.8.0_181 to 1.8.0_191.

  • Upgraded Janino Java compiler from 3.0.9 to 3.0.10.

  • Removed Java library com.mchange.c3p0 and com.mchange.mchange-commons-java.

  • Upgraded setuptools in Python frmo 40.6.2 to 40.6.3.

  • Upgraded several installed R libraries. See Installed R Libraries.

Bug fixes

  • Make notebook display() respect Apache Spark session timezone config.

Apache Spark

Databricks Runtime 5.2 includes Apache Spark 2.4.0. This release includes all fixes and improvements included in Databricks Runtime 5.1 (Unsupported), as well as the following additional bug fixes and improvements made to Spark:

  • [SPARK-26586][SS] Fix race condition that causes streams to run with unexpected confs

  • [SPARK-26267][SS] Retry when detecting incorrect offsets from Kafka (dbr-branch-5.x)

  • [SPARK-26383][CORE] NPE when use DataFrameReader.jdbc with wrong URL

  • [SPARK-26019][PYSPARK] Allow insecure py4j gateways

  • [SPARK-26098][WEBUI] Show associated SQL query in Job page

  • [SPARK-26402] Accessing nested fields with different cases in case insensitive mode

  • [SPARK-26444][WEBUI] Stage color doesn’t change with it’s status

  • [SPARK-26426][SQL] fix ExpresionInfo assert error in windows operation system.

  • [SPARK-26352][SQL] join reorder should not change the order of output attributes

  • [SPARK-26422][R] Support to disable Hive support in SparkR even for Hadoop versions unsupported by Hive fork

  • [SPARK-24687][CORE] Avoid job hanging when generate task binary causes fatal error

  • [SPARK-26366][SQL] ReplaceExceptWithFilter should consider NULL as False

  • [SPARK-26394][CORE] Fix annotation error for Utils.timeStringAsMs

  • [SPARK-26382][CORE] prefix comparator should handle -0.0

  • [SPARK-26352][SQL] Fix missing sameOutput in branch-2.4

  • [SPARK-26352][SQL] join reorder should not change the order of output attributes

  • [SPARK-26316][SPARK-21052] Revert hash join metrics in that causes performance degradation

  • [SPARK-26315][PYSPARK] auto cast threshold from Integer to Float in approxSimilarityJoin of BucketedRandomProjectionLSHModel

  • [SPARK-26265][CORE] Put freePage into a finally block

  • [SPARK-26370][SQL] Fix resolution of higher-order function for the same identifier.

  • [SPARK-21809]Change Stage Page to use datatables to support sorting columns and searching

  • [SPARK-26355][PYSPARK] Add a workaround for PyArrow 0.11.

  • [SPARK-26265][CORE] Fix deadlock in BytesToBytesMap.MapIterator when locking both BytesToBytesMap.MapIterator and TaskMemoryManager

  • [SPARK-26327][SQL] Bug fix for FileSourceScanExec metrics update

  • [SPARK-26307][SQL] Fix CTAS when INSERT a partitioned table using Hive serde

  • [SPARK-26233][SQL] CheckOverflow when encoding a decimal value

  • [SPARK-26119][CORE][WEBUI] Task summary table should contain only successful tasks’ metrics

  • [SPARK-24423][SQL] Fix error example

  • [SPARK-25860][SQL] Replace Literal(null, _) with FalseLiteral whenever possible

  • [SPARK-26219][CORE] Executor summary should get updated for failure jobs in the history server UI

  • [SPARK-26226][SQL] Update query tracker to report timeline for phases

  • [SPARK-26181][SQL] the hasMinMaxStats method of ColumnStatsMap is not correct

  • [SPARK-26198][SQL] Fix Metadata serialize null values throw NPE

  • [SPARK-26080][PYTHON] Skips Python resource limit on Windows in Python worker

  • [SPARK-26241][SQL] Add queryId to IncrementalExecution (backport)

  • [SPARK-26201] Fix python broadcast with encryption

  • [SPARK-26188][SQL] FileIndex: don’t infer data types of partition columns if user specifies schema

  • [SPARK-26186][SPARK-26184][CORE] Last updated time is not getting updated for the Inprogress application

  • [SPARK-24341][SQL] Support only IN subqueries with the same number of items per row

  • [SPARK-26137][CORE] Use Java system property “file.separator” inste…

  • [SPARK-26114][CORE] ExternalSorter’s readingIterator field leak

  • [SPARK-25451][SPARK-26100][CORE] Aggregated metrics table doesn’t show the right number of the total tasks

  • [SPARK-25786][CORE] If the ByteBuffer.hasArray is false , it will throw UnsupportedOperationException for Kryo

  • [SPARK-24553][UI] Fix unnecessary UI redirect

  • [SPARK-26109][WEBUI] Duration in the task summary metrics table and the task table are different

  • [SPARK-26084][SQL] Fixes unresolved AggregateExpression.references exception

  • [SPARK-25947][SQL][BACKPORT-5.X] Reduce memory usage in ShuffleExchangeExec by selecting only the sort columns

  • [SPARK-26118][WEB UI] Introducing spark.ui.requestHeaderSize for setting HTTP requestHeaderSize

  • [SPARK-26079][SQL] Ensure listener event delivery in StreamingQueryListenersConfSuite.

  • [SPARK-26092][SS] Use CheckpointFileManager to write the streaming metadata file

  • [SPARK-25883][SQL] Override method prettyName in fromavro_/toavro_

System environment

  • Operating System: Ubuntu 16.04.5 LTS

  • Java: 1.8.0_191

  • Scala: 2.11.8

  • Python: 2.7.12 for Python 2 clusters and 3.5.2 for Python 3 clusters.

  • R: R version 3.4.4 (2018-03-15)

  • GPU clusters: The following NVIDIA GPU libraries are installed:

    • Tesla driver 375.66

    • CUDA 9.0

    • cuDNN 7.0

Note

Although Scala 2.12 is supported in Apache Spark 2.4, it is not supported in Databricks Runtime 5.2.

Installed Python libraries

Library

Version

Library

Version

Library

Version

ansi2html

1.1.1

argparse

1.2.1

backports-abc

0.5

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

0.14

enum34

1.1.6

et-xmlfile

1.0.1

freetype-py

1.0.2

funcsigs

1.0.2

fusepy

2.0.4

futures

3.2.0

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

0.19.2

pathlib2

2.1.0

patsy

0.4.1

pexpect

4.0.1

pickleshare

0.7.4

Pillow

3.3.1

pip

18.1

ply

3.9

prompt-toolkit

1.0.7

psycopg2

2.6.2

ptyprocess

0.5.1

py4j

0.10.3

pyarrow

0.8.0

pyasn1

0.1.9

pycparser

2.14

Pygments

2.1.3

PyGObject

3.20.0

pyOpenSSL

16.0.0

pyparsing

2.2.0

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

0.18.1

scipy

0.18.1

scour

0.32

seaborn

0.7.1

setuptools

40.6.3

simplejson

3.8.2

simples3

1.0

singledispatch

3.4.0.3

six

1.10.0

statsmodels

0.6.1

tornado

5.1.1

traitlets

4.3.0

urllib3

1.19.1

virtualenv

16.1.0

wcwidth

0.1.7

wheel

0.32.3

wsgiref

0.1.2

Installed R libraries

Library

Version

Library

Version

Library

Version

abind

1.4-5

assertthat

0.2.0

backports

1.1.3

base

3.4.4

BH

1.66.0-1

bindr

0.1.1

bindrcpp

0.2.2

bit

1.1-14

bit64

0.9-7

bitops

1.0-6

blob

1.1.1

boot

1.3-20

brew

1.0-6

callr

3.1.1

car

3.0-2

carData

3.0-2

caret

6.0-81

cellranger

1.1.0

chron

2.3-53

class

7.3-14

cli

1.0.1

clipr

0.4.1

clisymbols

1.2.0

cluster

2.0.7-1

codetools

0.2-15

colorspace

1.3-2

commonmark

1.7

compiler

3.4.4

crayon

1.3.4

curl

3.2

data.table

1.11.8

datasets

3.4.4

DBI

1.0.0

desc

1.2.0

devtools

2.0.1

digest

0.6.18

doMC

1.3.5

dplyr

0.7.8

fansi

0.4.0

forcats

0.3.0

foreach

1.4.4

foreign

0.8-70

fs

1.2.6

gbm

2.1.4

generics

0.0.2

ggplot2

3.1.0

gh

1.0.1

git2r

0.23.0

glmnet

2.0-16

glue

1.3.0

gower

0.1.2

graphics

3.4.4

grDevices

3.4.4

grid

3.4.4

gridExtra

2.3

gsubfn

0.7

gtable

0.2.0

h2o

3.20.0.8

haven

2.0.0

hms

0.4.2

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

1.6.4

lazyeval

0.2.1

littler

0.3.5

lme4

1.1-19

lubridate

1.7.4

magrittr

1.5

mapproj

1.2.6

maps

3.3.0

maptools

0.9-4

MASS

7.3-50

Matrix

1.2-14

MatrixModels

0.4-1

memoise

1.1.0

methods

3.4.4

mgcv

1.8-25

mime

0.6

minqa

1.2.4

ModelMetrics

1.2.2

munsell

0.5.0

mvtnorm

1.0-8

nlme

3.1-137

nloptr

1.2.1

nnet

7.3-12

numDeriv

2016.8-1

openssl

1.1

openxlsx

4.1.0

parallel

3.4.4

pbkrtest

0.4-7

pillar

1.3.1

pkgbuild

1.0.2

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

1.13.0

processx

3.2.1

prodlim

2018.04.18

progress

1.2.0

proto

1.0.0

ps

1.3.0

purrr

0.2.5

quantreg

5.38

R.methodsS3

1.7.1

R.oo

1.22.0

R.utils

2.7.0

R6

2.3.0

randomForest

4.6-14

rcmdcheck

1.3.2

RColorBrewer

1.1-2

Rcpp

1.0.0

RcppEigen

0.3.3.5.0

RcppRoll

0.3.0

RCurl

1.95-4.11

readr

1.3.1

readxl

1.2.0

recipes

0.1.4

rematch

1.0.1

remotes

2.0.2

reshape2

1.4.3

rio

0.5.16

rlang

0.3.0.1

RODBC

1.3-15

roxygen2

6.1.1

rpart

4.1-13

rprojroot

1.3-2

Rserve

1.7-3

RSQLite

2.1.1

rstudioapi

0.8

scales

1.0.0

sessioninfo

1.1.1

sp

1.3-1

SparkR

2.4.0

SparseM

1.77

spatial

7.3-11

splines

3.4.4

sqldf

0.4-11

SQUAREM

2017.10-1

statmod

1.4.30

stats

3.4.4

stats4

3.4.4

stringi

1.2.4

stringr

1.3.1

survival

2.43-3

tcltk

3.4.4

TeachingDemos

2.10

testthat

2.0.1

tibble

1.4.2

tidyr

0.8.2

tidyselect

0.2.5

timeDate

3043.102

tools

3.4.4

usethis

1.4.0

utf8

1.1.4

utils

3.4.4

viridisLite

0.3.0

whisker

0.3-2

withr

2.1.2

xml2

1.2.0

xopen

1.0.0

zip

1.0.0

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

1.11.313

com.amazonaws

aws-java-sdk-cloudformation

1.11.313

com.amazonaws

aws-java-sdk-cloudfront

1.11.313

com.amazonaws

aws-java-sdk-cloudhsm

1.11.313

com.amazonaws

aws-java-sdk-cloudsearch

1.11.313

com.amazonaws

aws-java-sdk-cloudtrail

1.11.313

com.amazonaws

aws-java-sdk-cloudwatch

1.11.313

com.amazonaws

aws-java-sdk-cloudwatchmetrics

1.11.313

com.amazonaws

aws-java-sdk-codedeploy

1.11.313

com.amazonaws

aws-java-sdk-cognitoidentity

1.11.313

com.amazonaws

aws-java-sdk-cognitosync

1.11.313

com.amazonaws

aws-java-sdk-config

1.11.313

com.amazonaws

aws-java-sdk-core

1.11.313

com.amazonaws

aws-java-sdk-datapipeline

1.11.313

com.amazonaws

aws-java-sdk-directconnect

1.11.313

com.amazonaws

aws-java-sdk-directory

1.11.313

com.amazonaws

aws-java-sdk-dynamodb

1.11.313

com.amazonaws

aws-java-sdk-ec2

1.11.313

com.amazonaws

aws-java-sdk-ecs

1.11.313

com.amazonaws

aws-java-sdk-efs

1.11.313

com.amazonaws

aws-java-sdk-elasticache

1.11.313

com.amazonaws

aws-java-sdk-elasticbeanstalk

1.11.313

com.amazonaws

aws-java-sdk-elasticloadbalancing

1.11.313

com.amazonaws

aws-java-sdk-elastictranscoder

1.11.313

com.amazonaws

aws-java-sdk-emr

1.11.313

com.amazonaws

aws-java-sdk-glacier

1.11.313

com.amazonaws

aws-java-sdk-iam

1.11.313

com.amazonaws

aws-java-sdk-importexport

1.11.313

com.amazonaws

aws-java-sdk-kinesis

1.11.313

com.amazonaws

aws-java-sdk-kms

1.11.313

com.amazonaws

aws-java-sdk-lambda

1.11.313

com.amazonaws

aws-java-sdk-logs

1.11.313

com.amazonaws

aws-java-sdk-machinelearning

1.11.313

com.amazonaws

aws-java-sdk-opsworks

1.11.313

com.amazonaws

aws-java-sdk-rds

1.11.313

com.amazonaws

aws-java-sdk-redshift

1.11.313

com.amazonaws

aws-java-sdk-route53

1.11.313

com.amazonaws

aws-java-sdk-s3

1.11.313

com.amazonaws

aws-java-sdk-ses

1.11.313

com.amazonaws

aws-java-sdk-simpledb

1.11.313

com.amazonaws

aws-java-sdk-simpleworkflow

1.11.313

com.amazonaws

aws-java-sdk-sns

1.11.313

com.amazonaws

aws-java-sdk-sqs

1.11.313

com.amazonaws

aws-java-sdk-ssm

1.11.313

com.amazonaws

aws-java-sdk-storagegateway

1.11.313

com.amazonaws

aws-java-sdk-sts

1.11.313

com.amazonaws

aws-java-sdk-support

1.11.313

com.amazonaws

aws-java-sdk-swf-libraries

1.11.22

com.amazonaws

aws-java-sdk-workspaces

1.11.313

com.amazonaws

jmespath-java

1.11.313

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.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

1.7.0

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

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

4.1.17.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

1.1.1

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

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

0.9.5

net.snowflake

snowflake-jdbc

3.6.15

net.snowflake

spark-snowflake_2.11

2.4.10-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

4.5.4

org.apache.httpcomponents

httpcore

4.4.8

org.apache.ivy

ivy

2.4.0

org.apache.orc

orc-core-nohive

1.5.2

org.apache.orc

orc-mapreduce-nohive

1.5.2

org.apache.orc

orc-shims

1.5.2

org.apache.parquet

parquet-column

1.10.1-databricks3

org.apache.parquet

parquet-common

1.10.1-databricks3

org.apache.parquet

parquet-encoding

1.10.1-databricks3

org.apache.parquet

parquet-format

2.4.0

org.apache.parquet

parquet-hadoop

1.10.1-databricks3

org.apache.parquet

parquet-jackson

1.10.1-databricks3

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

9.3.20.v20170531

org.eclipse.jetty

jetty-continuation

9.3.20.v20170531

org.eclipse.jetty

jetty-http

9.3.20.v20170531

org.eclipse.jetty

jetty-io

9.3.20.v20170531

org.eclipse.jetty

jetty-jndi

9.3.20.v20170531

org.eclipse.jetty

jetty-plus

9.3.20.v20170531

org.eclipse.jetty

jetty-proxy

9.3.20.v20170531

org.eclipse.jetty

jetty-security

9.3.20.v20170531

org.eclipse.jetty

jetty-server

9.3.20.v20170531

org.eclipse.jetty

jetty-servlet

9.3.20.v20170531

org.eclipse.jetty

jetty-servlets

9.3.20.v20170531

org.eclipse.jetty

jetty-util

9.3.20.v20170531

org.eclipse.jetty

jetty-webapp

9.3.20.v20170531

org.eclipse.jetty

jetty-xml

9.3.20.v20170531

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.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-all

1.9.5

org.objenesis

objenesis

2.5.1

org.postgresql

postgresql

42.1.4

org.roaringbitmap

RoaringBitmap

0.5.11

org.rocksdb

rocksdbjni

5.2.1

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.modules

scala-parser-combinators_2.11

1.0.2

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-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

0.13.0

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

1.1.7.1

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