Databricks Runtime 5.4 (unsupported)

Databricks released this image in June 2019.

The following release notes provide information about Databricks Runtime 5.4, powered by Apache Spark.

New Features

Delta Lake on Databricks adds Auto Optimize (Public Preview)

Today, when you write data into cloud storage, you need to compact files for optimal I/O performance. You have to worry about the right file size, how often to compact the files, how big a cluster to use, and so on. To address this class of problems, we are excited to introduce Auto Optimize with Delta Lake on Databricks. During every write to Delta tables, we automatically figure out the right file sizes and compact files so that you don’t have to worry about optimizing the storage layout. During writes, if the auto-optimize option is true, Databricks automatically determines if an optimize is required and optimizes the small files. For details, see Configure Delta Lake to control data file size.

Library Utilities generally available

Library Utilities are now generally available. This feature allows you to manipulate Python libraries from within the scope of a notebook session. See (Legacy) Library utility (dbutils.library).

Databricks Connect generally available

Databricks Connect is now generally available. This feature is a Spark client library that lets you connect your favorite IDE (IntelliJ, Eclipse, PyCharm, RStudio), notebook server (Zeppelin, Jupyter), and other custom applications to Databricks clusters and run Spark code. See Databricks Connect.

Binary file data source

The binary file data source reads binary files and converts each file into a single record that contains the raw content and metadata of the file. You can now efficiently read arbitrary files into a Spark DataFrame without visiting the content of the files. This is especially helpful if you want to use Spark to load large files, such as images, for scoring. See Binary file.

Optimized DBFS FUSE folder for deep learning workloads

Databricks now offers an optimized FUSE mount. You can have high-performance data access during training and inference without applying init scripts. Data stored under dbfs:/ml and accessible locally at file:/dbfs/ml is now backed by this optimized FUSE mount. See Load data for machine learning and deep learning.

Glue metastore (Public Preview)

Glue Catalog support is now in Public Preview. This feature lets you configure Databricks Runtime to use the AWS Glue Data Catalog as its metastore, which can serve as a drop-in replacement for an external Hive metastore. It also enables multiple Databricks workspaces to share the same metastore. For more information and limitations, see Use AWS Glue Data Catalog as a metastore (legacy).

Improvements

Disk caching

Disk caching is now preconfigured for c5d instances. However, the cache is not enabled by default. See Enable or disable the disk cache for information about how to enable it.

Upgraded R to 3.6.0

R base is upgraded from 3.5.2 to 3.6.0.

Apache Spark

Databricks Runtime 5.4 includes Apache Spark 2.4.3. This release includes all Spark fixes and improvements included in Databricks Runtime 5.3 (unsupported), as well as the following additional bug fixes and improvements made to Spark:

  • [SPARK-27596][SQL] The JDBC ‘query’ option doesn’t work for Oracle database

  • [SPARK-27240][PYTHON] Use pandas DataFrame for struct type argument in Scalar pandas UDF.

  • [SPARK-26745][SQL][TESTS] JsonSuite test case: empty line -> 0 record count

  • [SPARK-25535][CORE] Work around bad error handling in commons-crypto.

  • [SPARK-26891][YARN] Fixing flaky test in YarnSchedulerBackendSuite

  • [SPARK-27563][SQL][TEST] automatically get the latest Spark versions in HiveExternalCatalogVersionsSuite

  • [SPARK-27494][SS] Null values don’t work in Kafka source v2

  • [SPARK-27550][TEST] Fix test-dependencies.sh not to use kafka-0-8 profile for Scala-2.12

  • [SPARK-26992][STS] Fix STS scheduler pool correct delivery

  • [SPARK-27544][PYTHON][TEST] Fix Python test script to work on Scala-2.12 build

  • [SPARK-27539][SQL] Fix inaccurate aggregate outputRows estimation with column containing null values

  • [SPARK-27469][BUILD] Unify commons-beanutils deps to latest 1.9.3

  • [SPARK-27419][FOLLOWUP][DOCS] Add note about spark.executor.heartbeatInterval change to migration guide

  • [SPARK-27496][CORE] Fatal errors should also be sent back to the sender

  • [SPARK-25079][PYTHON] update python3 executable to 3.6.x

  • [SPARK-27163][PYTHON] Cleanup and consolidate pandas UDF functionality

  • [SPARK-27403][SQL] Fix updateTableStats to update table stats always with new stats or None

  • [SPARK-27479][BUILD] Hide API docs for org.apache.spark.util.kvstore

  • [SPARK-27446][R] Use existing spark conf if available.

  • [SPARK-27453] Pass partitionBy as options in DataFrameWriter

  • [SPARK-27454][SPARK-27454][HOT-FIX][ML][SQL] Cherrypick (Fix in Spark image datasource fail when encounter some illegal images)

  • [SPARK-27351][SQL] Wrong outputRows estimation after AggregateEstimation with only null value column

  • [SPARK-27314][SQL] Deduplicate exprIds for Union.

  • [SPARK-27394][WEBUI] Flush LiveEntity if necessary when receiving SparkListenerExecutorMetricsUpdate (backport 2.4)

  • [SPARK-27406][SQL] UnsafeArrayData serialization breaks when two machines have different Oops size

  • [SPARK-27419][CORE] Avoid casting heartbeat interval to seconds (2.4)

  • [SPARK-27391][SS] Don’t initialize a lazy val in ContinuousExecution job.

  • [SPARK-27390][CORE][SQL][TEST] Fix package name mismatch

  • [SPARK-27358][UI] Update jquery to 1.12.x to pick up security fixes

  • [SPARK-27216][CORE] Upgrade RoaringBitmap to 0.7.45 to fix Kryo unsafe ser/dser issue

  • [SPARK-27382][SQL][TEST] Update Spark 2.4.x testing in HiveExternalCatalogVersionsSuite

  • [SPARK-27338][CORE] Fix deadlock between UnsafeExternalSorter and TaskMemoryManager

  • [SPARK-27338][CORE][FOLLOWUP] remove trailing space

  • [SPARK-27338][CORE] Fix deadlock in UnsafeExternalSorter.SpillableIterator when locking both UnsafeExternalSorter.SpillableIterator and TaskMemoryManager

  • [SPARK-27346][SQL] Loosen the newline assert condition on ‘examples’ field in ExpressionInfo

  • [SPARK-26998][CORE] Remove SSL configuration from executors

  • [SPARK-27244][CORE][TEST][FOLLOWUP] toDebugString redacts sensitive information

  • [SPARK-27267][FOLLOWUP] Update hadoop-2.6 dependency manifest

  • [SPARK-27267][CORE] Update snappy to avoid error when decompressing empty serialized data

  • [SPARK-27301][DSTREAM] Shorten the FileSystem cached life cycle to the cleanup method inner scope

  • [SPARK-27244][CORE] Redact Passwords While Using Option logConf=true

  • [SPARK-26208][SQL] add headers to empty csv files when header=true

  • [SPARK-27275][CORE] Fix potential corruption in EncryptedMessage.transferTo (2.4)

  • [SPARK-23836][PYTHON] Add support for StructType return in Scalar pandas UDF

  • [SPARK-26961][CORE] Enable parallel classloading capability

  • [SPARK-27274][DOCS] Fix references to scala 2.11 in 2.4.1+ docs; Note 2.11 support is deprecated in 2.4.1+

  • [SPARK-27198][CORE] Heartbeat interval mismatch in driver and executor

  • [SPARK-27094][YARN] Work around RackResolver swallowing thread interrupt.

  • [SPARK-24935][SQL] fix Hive UDAF with two aggregation buffers

  • [SPARK-27160][SQL] Fix DecimalType when building orc filters

  • [SPARK-26606][CORE] Handle driver options properly when submitting to standalone cluster mode via legacy Client

  • [SPARK-27221][SQL] Improve the assert error message in TreeNode.parseToJson (5.x)

  • [SPARK-27102][R][PYTHON][CORE] Remove the references to Python’s Scala codes in R’s Scala codes

  • [SPARK-27159][SQL] update mssql server dialect to support binary type

  • [SPARK-27112][CORE] : Create a resource ordering between threads to resolve the deadlocks encountered when trying to kill executors either due to dynamic allocation or a block list

  • [SPARK-27178][K8S] adding nss package to fix tests

  • [SPARK-27045][SQL] SQL tab in UI shows actual SQL instead of callsite in case of SparkSQLDriver

  • [SPARK-27119][SQL] Do not infer schema when reading Hive serde table with native data source

  • [SPARK-27165][SPARK-27107][BUILD][SQL] Upgrade Apache ORC to 1.5.5

  • [SPARK-26742][K8S] Update k8s client version to 4.1.2

  • [SPARK-26927][CORE] Ensure executor is active when processing events in dynamic allocation manager.

  • [SPARK-27097][CHERRY-PICK 2.4] Avoid embedding platform-dependent offsets literally in whole-stage generated code

  • [SPARK-27111][SS] Fix a race that a continuous query may fail with InterruptedException (5.x)

  • [SPARK-27111][SS] Fix a race that a continuous query may fail with InterruptedException

  • [SPARK-27080][SQL] bug fix: mergeWithMetastoreSchema with uniform lower case comparison

  • [SPARK-26604][CORE] Clean up channel registration for StreamManager

  • [SPARK-27016][SQL][BUILD] Treat all antlr warnings as errors while generating parser from the sql grammar file

  • [SPARK-25863][SPARK-21871][SQL] Check if code size statistics is empty or not in updateAndGetCompilationStats

  • [SPARK-27078][SQL] Fix NoSuchFieldError when read Hive materialized views

  • [SPARK-27019][SQL][WEBUI] onJobStart happens after onExecutionEnd shouldn’t overwrite kvstore

  • [SPARK-27065][CORE] avoid more than one active task set managers for a stage

  • [SPARK-24669][SQL] Invalidate tables in case of DROP DATABASE CASCADE

  • [SPARK-26932][DOC] Add a warning for Hive 2.1.1 ORC reader issue

  • [SPARK-25139][SPARK-18406][CORE] Avoid NonFatals to kill the Executor in PythonRunner

System environment

  • Operating System: Ubuntu 16.04.6 LTS

  • Java: 1.8.0_191

  • Scala: 2.11.12

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

  • R: R version 3.6.0 (2019-04-26)

  • 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 5.4.

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

19.1.1

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

41.0.1

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

0.33.3

wsgiref

0.1.2

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

3.6.0

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

1.3-20

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

2.0.8

codetools

0.2-16

colorspace

1.4-1

commonmark

1.7

compiler

3.6.0

config

0.3

crayon

1.3.4

curl

3.3

data.table

1.12.0

datasets

3.6.0

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

0.8-71

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

3.6.0

grDevices

3.6.0

grid

3.6.0

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

7.3-51.1

Matrix

1.2-17

MatrixModels

0.4-1

memoise

1.1.0

methods

3.6.0

mgcv

1.8-28

mime

0.6

minqa

1.2.4

ModelMetrics

1.2.2

munsell

0.5.0

mvtnorm

1.0-10

nlme

3.1-139

nloptr

1.2.1

nnet

7.3-12

numDeriv

2016.8-1

openssl

1.3

openxlsx

4.1.0

parallel

3.6.0

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

2.4.3

SparseM

1.77

spatial

7.3-11

splines

3.6.0

sqldf

0.4-11

SQUAREM

2017.10-1

statmod

1.4.30

stats

3.6.0

stats4

3.6.0

stringi

1.4.3

stringr

1.4.0

survival

2.43-3

sys

3.1

tcltk

3.6.0

TeachingDemos

2.10

testthat

2.0.1

tibble

2.1.1

tidyr

0.8.3

tidyselect

0.2.5

timeDate

3043.102

tools

3.6.0

usethis

1.4.0

utf8

1.1.4

utils

3.6.0

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

1.11.313

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-glue

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.azure

azure-storage

5.2.0

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

1.7.0

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

2.14.6

joda-time

joda-time

2.9.3

log4j

apache-log4j-extras

1.2.17

log4j

log4j

1.2.17

maven-trees

hive-exec-with-glue

hive-12679-patch_deploy

maven-trees

hive-exec-with-glue

hive-exec_shaded

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

1.10.1.1-databricks3

org.apache.parquet

parquet-common

1.10.1.1-databricks3

org.apache.parquet

parquet-encoding

1.10.1.1-databricks3

org.apache.parquet

parquet-format

2.4.0

org.apache.parquet

parquet-hadoop

1.10.1.1-databricks3

org.apache.parquet

parquet-jackson

1.10.1.1-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

0.7.45

org.roaringbitmap

shims

0.7.45

org.rocksdb

rocksdbjni

5.2.1

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