Databricks Runtime 8.1 (Unsupported)

Databricks released this image in March 2021.

The following release notes provide information about Databricks Runtime 8.1, powered by Apache Spark 3.1.1.

New features and improvements

New SQL operators reduce complex ETL on JSON strings

Two new SQL operators—:: and :—allow you to easily extract data from JSON strings.

  • To cast your expression to a data type, use a double colon ::. For example, instead of specifying cast(col as int), you can now say col::int.

  • To extract fields from semi-structured data, use a single colon :. If you have a STRING column containing JSON data, you can extract a field from that JSON string using the syntax <json-column>:<field> which extracts the key field from your JSON <json-column> as a STRING. You can combine this with the :: syntax to cast the data to a specific type.

For example, if you have the JSON data:

{
  "store":{
    "bicycle":{
      "price":19.95,
      "color":"red"
    }
  }
}

and you create a table store_data from the data:

CREATE TABLE store_data AS SELECT
'{
   "store":{
      "bicycle":{
        "price":19.95,
        "color":"red"
      }
    }
 }' as raw

the statement SELECT raw:store.bicycle.price::double FROM store_data returns:

+--------+
| price  |
+--------+
| 19.95  |
+--------+

For details, see Query semi-structured data in SQL.

Control visibility of table access control lists

To avoid leaking information by listing all defined permissions on a table, you can now run SHOW GRANTS [<user>] <object> statement only if you are:

  • A Databricks SQL administrator or the owner of <object>.

  • The user specified in [<user>].

New Auto Loader options enable better performance

Auto Loader now supports a new option cloudFiles.fetchParallelism to specify the parallelism to fetch messages from the queue service.

See Auto Loader.

Amazon S3 Select now supports CSV records with quoted delimiters

The Amazon S3 Select data source has a new configuration option allowQuotedRecordDelimiter that indicates if CSV records can contain quoted delimiters as part of values. When the option is set to true, values with record delimiters such as "n" are interpreted as a single record. The option is disabled by default. See Amazon S3 Select for more information.

Track stream progress with Kinesis metrics

Kinesis now reports metrics about how many milliseconds falling behind the latest after every batch. You can use these metrics to track stream progress. For details on how to view the metrics, see Metrics.

Track stream progress with Kafka metrics

The Kafka streaming source now reports how many offsets a consumer is falling behind the latest after every batch. You can use these metrics to track stream progress. For details on how to view the metrics, see Metrics.

Track stream progress with Delta Lake streaming source metrics

A Delta Lake streaming source now reports how large the backlog is and how many files exist in the backlog after every batch. You can use these metrics to track stream progress. For details on how to view the metrics, see Metrics.

Library upgrades

  • Upgraded Python library:

    • koalas upgraded from 1.5.0 to 1.6.0.

  • Newly installed Python libraries:

    • plotly 4.14.3

    • retrying 1.3.3

  • Upgraded R to 4.0.4 from 4.0.3.

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

  • Upgraded Java library:

    • jetty from 9.4.34.v20201102 to 9.4.36.v20210114

  • OpenJDK 8 build upgraded to Zulu 8.52.0.23-CA-linux64 (build 1.8.0_282-b08)

Apache Spark

Databricks Runtime 8.1 includes Apache Spark 3.1.1. This release includes all Spark fixes and improvements included in Databricks Runtime 8.0 (Unsupported), as well as the following additional bug fixes and improvements made to Spark:

  • [SPARK-34534] Fix blockIds order when use FetchShuffleBlocks to fetch blocks

  • [SPARK-34613] [SQL] Fix view does not capture disable hint config

  • [SPARK-34392] [SQL] Support ZoneOffset +h:mm in DateTimeUtils. getZoneId

  • [SPARK-34436] [SQL] DPP support LIKE ANY/ALL expression

  • [SPARK-34497] [SQL] Fix built-in JDBC connection providers to restore JVM security context changes

  • [SPARK-34543] [SQL] Respect the spark.sql.caseSensitive config while resolving partition spec in v1 SET LOCATION

  • [SPARK-34550] [SQL] Skip InSet null value during push filter to Hive metastore

  • [SPARK-34531] [CORE] Remove Experimental API tag in PrometheusServlet

System environment

  • Operating System: Ubuntu 18.04.5 LTS

  • Java: Zulu 8.52.0.23-CA-linux64 (build 1.8.0_282-b08)

  • Scala: 2.12.10

  • Python: 3.8.8 (updated from 3.8.6 in May 26, 2021 maintenance update)

  • R: R version 4.0.4 (2021-02-15)

  • Delta Lake 0.8.0

Installed Python libraries

Library

Version

Library

Version

Library

Version

appdirs

1.4.4

asn1crypto

1.4.0

backcall

0.2.0

boto3

1.16.7

botocore

1.19.7

brotlipy

0.7.0

certifi

2020.12.5

cffi

1.14.3

chardet

3.0.4

cryptography

3.1.1

cycler

0.10.0

Cython

0.29.21

decorator

4.4.2

distlib

0.3.1

docutils

0.15.2

entrypoints

0.3

filelock

3.0.12

idna

2.10

ipykernel

5.3.4

ipython

7.19.0

ipython-genutils

0.2.0

jedi

0.17.2

jmespath

0.10.0

joblib

0.17.0

jupyter-client

6.1.7

jupyter-core

4.6.3

kiwisolver

1.3.0

koalas

1.6.0

matplotlib

3.2.2

numpy

1.19.2

pandas

1.1.3

parso

0.7.0

patsy

0.5.1

pexpect

4.8.0

pickleshare

0.7.5

pip

20.2.4

plotly

4.14.3

prompt-toolkit

3.0.8

psycopg2

2.8.5

ptyprocess

0.6.0

pyarrow

1.0.1

pycparser

2.20

Pygments

2.7.2

pyOpenSSL

19.1.0

pyparsing

2.4.7

PySocks

1.7.1

python-dateutil

2.8.1

pytz

2020.5

pyzmq

19.0.2

requests

2.24.0

retrying

1.3.3

s3transfer

0.3.4

scikit-learn

0.23.2

scipy

1.5.2

seaborn

0.10.0

setuptools

50.3.1

six

1.15.0

statsmodels

0.12.0

threadpoolctl

2.1.0

tornado

6.0.4

traitlets

5.0.5

urllib3

1.25.11

virtualenv

20.2.1

wcwidth

0.2.5

wheel

0.35.1

Installed R libraries

R libraries are installed from the Microsoft CRAN snapshot on 2020-11-02.

Library

Version

Library

Version

Library

Version

askpass

1.1

assertthat

0.2.1

backports

1.2.1

base

4.0.4

base64enc

0.1-3

BH

1.72.0-3

bit

4.0.4

bit64

4.0.5

blob

1.2.1

boot

1.3-27

brew

1.0-6

brio

1.1.0

broom

0.7.2

callr

3.5.1

caret

6.0-86

cellranger

1.1.0

chron

2.3-56

class

7.3-18

cli

2.2.0

clipr

0.7.1

cluster

2.1.1

codetools

0.2-18

colorspace

2.0-0

commonmark

1.7

compiler

4.0.4

config

0.3

covr

3.5.1

cpp11

0.2.4

crayon

1.3.4

credentials

1.3.0

crosstalk

1.1.0.1

curl

4.3

data.table

1.13.4

datasets

4.0.4

DBI

1.1.0

dbplyr

2.0.0

desc

1.2.0

devtools

2.3.2

diffobj

0.3.2

digest

0.6.27

dplyr

1.0.2

DT

0.16

ellipsis

0.3.1

evaluate

0.14

fansi

0.4.1

farver

2.0.3

fastmap

1.0.1

forcats

0.5.0

foreach

1.5.1

foreign

0.8-81

forge

0.2.0

fs

1.5.0

future

1.21.0

generics

0.1.0

gert

1.0.2

ggplot2

3.3.2

gh

1.2.0

gitcreds

0.1.1

glmnet

4.0-2

globals

0.14.0

glue

1.4.2

gower

0.2.2

graphics

4.0.4

grDevices

4.0.4

grid

4.0.4

gridExtra

2.3

gsubfn

0.7

gtable

0.3.0

haven

2.3.1

highr

0.8

hms

0.5.3

htmltools

0.5.0

htmlwidgets

1.5.3

httpuv

1.5.4

httr

1.4.2

hwriter

1.3.2

hwriterPlus

1.0-3

ini

0.3.1

ipred

0.9-9

isoband

0.2.3

iterators

1.0.13

jsonlite

1.7.2

KernSmooth

2.23-18

knitr

1.30

labeling

0.4.2

later

1.1.0.1

lattice

0.20-41

lava

1.6.8.1

lazyeval

0.2.2

lifecycle

0.2.0

listenv

0.8.0

lubridate

1.7.9.2

magrittr

2.0.1

markdown

1.1

MASS

7.3-53.1

Matrix

1.3-2

memoise

1.1.0

methods

4.0.4

mgcv

1.8-33

mime

0.9

ModelMetrics

1.2.2.2

modelr

0.1.8

munsell

0.5.0

nlme

3.1-152

nnet

7.3-15

numDeriv

2016.8-1.1

openssl

1.4.3

parallel

4.0.4

parallelly

1.22.0

pillar

1.4.7

pkgbuild

1.1.0

pkgconfig

2.0.3

pkgload

1.1.0

plogr

0.2.0

plyr

1.8.6

praise

1.0.0

prettyunits

1.1.1

pROC

1.16.2

processx

3.4.5

prodlim

2019.11.13

progress

1.2.2

promises

1.1.1

proto

1.0.0

ps

1.5.0

purrr

0.3.4

r2d3

0.2.3

R6

2.5.0

randomForest

4.6-14

rappdirs

0.3.1

rcmdcheck

1.3.3

RColorBrewer

1.1-2

Rcpp

1.0.5

readr

1.4.0

readxl

1.3.1

recipes

0.1.15

rematch

1.0.1

rematch2

2.1.2

remotes

2.2.0

reprex

0.3.0

reshape2

1.4.4

rex

1.2.0

rlang

0.4.9

rmarkdown

2.6

RODBC

1.3-17

roxygen2

7.1.1

rpart

4.1-15

rprojroot

2.0.2

Rserve

1.8-7

RSQLite

2.2.1

rstudioapi

0.13

rversions

2.0.2

rvest

0.3.6

scales

1.1.1

selectr

0.4-2

sessioninfo

1.1.1

shape

1.4.5

shiny

1.5.0

sourcetools

0.1.7

sparklyr

1.5.2

SparkR

3.1.0

spatial

7.3-11

splines

4.0.4

sqldf

0.4-11

SQUAREM

2020.5

stats

4.0.4

stats4

4.0.4

stringi

1.5.3

stringr

1.4.0

survival

3.2-7

sys

3.4

tcltk

4.0.4

TeachingDemos

2.10

testthat

3.0.0

tibble

3.0.4

tidyr

1.1.2

tidyselect

1.1.0

tidyverse

1.3.0

timeDate

3043.102

tinytex

0.28

tools

4.0.4

usethis

2.0.0

utf8

1.1.4

utils

4.0.4

uuid

0.1-4

vctrs

0.3.5

viridisLite

0.3.0

waldo

0.2.3

whisker

0.4

withr

2.3.0

xfun

0.19

xml2

1.3.2

xopen

1.0.0

xtable

1.8-4

yaml

2.2.1

zip

2.1.1

Installed Java and Scala libraries (Scala 2.12 cluster version)

Group ID

Artifact ID

Version

antlr

antlr

2.7.7

com.amazonaws

amazon-kinesis-client

1.12.0

com.amazonaws

aws-java-sdk-autoscaling

1.11.655

com.amazonaws

aws-java-sdk-cloudformation

1.11.655

com.amazonaws

aws-java-sdk-cloudfront

1.11.655

com.amazonaws

aws-java-sdk-cloudhsm

1.11.655

com.amazonaws

aws-java-sdk-cloudsearch

1.11.655

com.amazonaws

aws-java-sdk-cloudtrail

1.11.655

com.amazonaws

aws-java-sdk-cloudwatch

1.11.655

com.amazonaws

aws-java-sdk-cloudwatchmetrics

1.11.655

com.amazonaws

aws-java-sdk-codedeploy

1.11.655

com.amazonaws

aws-java-sdk-cognitoidentity

1.11.655

com.amazonaws

aws-java-sdk-cognitosync

1.11.655

com.amazonaws

aws-java-sdk-config

1.11.655

com.amazonaws

aws-java-sdk-core

1.11.655

com.amazonaws

aws-java-sdk-datapipeline

1.11.655

com.amazonaws

aws-java-sdk-directconnect

1.11.655

com.amazonaws

aws-java-sdk-directory

1.11.655

com.amazonaws

aws-java-sdk-dynamodb

1.11.655

com.amazonaws

aws-java-sdk-ec2

1.11.655

com.amazonaws

aws-java-sdk-ecs

1.11.655

com.amazonaws

aws-java-sdk-efs

1.11.655

com.amazonaws

aws-java-sdk-elasticache

1.11.655

com.amazonaws

aws-java-sdk-elasticbeanstalk

1.11.655

com.amazonaws

aws-java-sdk-elasticloadbalancing

1.11.655

com.amazonaws

aws-java-sdk-elastictranscoder

1.11.655

com.amazonaws

aws-java-sdk-emr

1.11.655

com.amazonaws

aws-java-sdk-glacier

1.11.655

com.amazonaws

aws-java-sdk-iam

1.11.655

com.amazonaws

aws-java-sdk-importexport

1.11.655

com.amazonaws

aws-java-sdk-kinesis

1.11.655

com.amazonaws

aws-java-sdk-kms

1.11.655

com.amazonaws

aws-java-sdk-lambda

1.11.655

com.amazonaws

aws-java-sdk-logs

1.11.655

com.amazonaws

aws-java-sdk-machinelearning

1.11.655

com.amazonaws

aws-java-sdk-opsworks

1.11.655

com.amazonaws

aws-java-sdk-rds

1.11.655

com.amazonaws

aws-java-sdk-redshift

1.11.655

com.amazonaws

aws-java-sdk-route53

1.11.655

com.amazonaws

aws-java-sdk-s3

1.11.655

com.amazonaws

aws-java-sdk-ses

1.11.655

com.amazonaws

aws-java-sdk-simpledb

1.11.655

com.amazonaws

aws-java-sdk-simpleworkflow

1.11.655

com.amazonaws

aws-java-sdk-sns

1.11.655

com.amazonaws

aws-java-sdk-sqs

1.11.655

com.amazonaws

aws-java-sdk-ssm

1.11.655

com.amazonaws

aws-java-sdk-storagegateway

1.11.655

com.amazonaws

aws-java-sdk-sts

1.11.655

com.amazonaws

aws-java-sdk-support

1.11.655

com.amazonaws

aws-java-sdk-swf-libraries

1.11.22

com.amazonaws

aws-java-sdk-workspaces

1.11.655

com.amazonaws

jmespath-java

1.11.655

com.chuusai

shapeless_2.12

2.3.3

com.clearspring.analytics

stream

2.9.6

com.databricks

Rserve

1.8-3

com.databricks

jets3t

0.7.1-0

com.databricks.scalapb

compilerplugin_2.12

0.4.15-10

com.databricks.scalapb

scalapb-runtime_2.12

0.4.15-10

com.esotericsoftware

kryo-shaded

4.0.2

com.esotericsoftware

minlog

1.3.0

com.fasterxml

classmate

1.3.4

com.fasterxml.jackson.core

jackson-annotations

2.10.0

com.fasterxml.jackson.core

jackson-core

2.10.0

com.fasterxml.jackson.core

jackson-databind

2.10.0

com.fasterxml.jackson.dataformat

jackson-dataformat-cbor

2.10.0

com.fasterxml.jackson.datatype

jackson-datatype-joda

2.10.0

com.fasterxml.jackson.module

jackson-module-paranamer

2.10.0

com.fasterxml.jackson.module

jackson-module-scala_2.12

2.10.0

com.github.ben-manes.caffeine

caffeine

2.3.4

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.joshelser

dropwizard-metrics-hadoop-metrics2-reporter

0.1.2

com.github.luben

zstd-jni

1.4.8-1

com.github.wendykierp

JTransforms

3.1

com.google.code.findbugs

jsr305

3.0.0

com.google.code.gson

gson

2.2.4

com.google.flatbuffers

flatbuffers-java

1.9.0

com.google.guava

guava

15.0

com.google.protobuf

protobuf-java

2.6.1

com.h2database

h2

1.4.195

com.helger

profiler

1.1.1

com.jcraft

jsch

0.1.50

com.jolbox

bonecp

0.8.0.RELEASE

com.lihaoyi

sourcecode_2.12

0.1.9

com.microsoft.sqlserver

mssql-jdbc

9.2.1.jre8

com.microsoft.azure

azure-data-lake-store-sdk

2.3.9

com.ning

compress-lzf

1.0.3

com.sun.mail

javax.mail

1.5.2

com.tdunning

json

1.8

com.thoughtworks.paranamer

paranamer

2.8

com.trueaccord.lenses

lenses_2.12

0.4.12

com.twitter

chill-java

0.9.5

com.twitter

chill_2.12

0.9.5

com.twitter

util-app_2.12

7.1.0

com.twitter

util-core_2.12

7.1.0

com.twitter

util-function_2.12

7.1.0

com.twitter

util-jvm_2.12

7.1.0

com.twitter

util-lint_2.12

7.1.0

com.twitter

util-registry_2.12

7.1.0

com.twitter

util-stats_2.12

7.1.0

com.typesafe

config

1.2.1

com.typesafe.scala-logging

scala-logging_2.12

3.7.2

com.univocity

univocity-parsers

2.9.0

com.zaxxer

HikariCP

3.1.0

commons-beanutils

commons-beanutils

1.9.4

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-fileupload

commons-fileupload

1.3.3

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

1.0.10

io.airlift

aircompressor

0.10

io.dropwizard.metrics

metrics-core

4.1.1

io.dropwizard.metrics

metrics-graphite

4.1.1

io.dropwizard.metrics

metrics-healthchecks

4.1.1

io.dropwizard.metrics

metrics-jetty9

4.1.1

io.dropwizard.metrics

metrics-jmx

4.1.1

io.dropwizard.metrics

metrics-json

4.1.1

io.dropwizard.metrics

metrics-jvm

4.1.1

io.dropwizard.metrics

metrics-servlets

4.1.1

io.netty

netty-all

4.1.51.Final

io.prometheus

simpleclient

0.7.0

io.prometheus

simpleclient_common

0.7.0

io.prometheus

simpleclient_dropwizard

0.7.0

io.prometheus

simpleclient_pushgateway

0.7.0

io.prometheus

simpleclient_servlet

0.7.0

io.prometheus.jmx

collector

0.12.0

jakarta.annotation

jakarta.annotation-api

1.3.5

jakarta.validation

jakarta.validation-api

2.0.2

jakarta.ws.rs

jakarta.ws.rs-api

2.1.6

javax.activation

activation

1.1.1

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.transaction

transaction-api

1.1

javax.xml.bind

jaxb-api

2.2.2

javax.xml.stream

stax-api

1.0-2

javolution

javolution

5.5.1

jline

jline

2.14.6

joda-time

joda-time

2.10.5

log4j

apache-log4j-extras

1.2.17

log4j

log4j

1.2.17

net.razorvine

pyrolite

4.30

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

3.12.8

net.snowflake

spark-snowflake_2.12

2.8.1-spark_3.0

net.sourceforge.f2j

arpack_combined_all

0.1

org.acplt.remotetea

remotetea-oncrpc

1.1.2

org.antlr

ST4

4.0.4

org.antlr

antlr-runtime

3.5.2

org.antlr

antlr4-runtime

4.8-1

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

2.0.0

org.apache.arrow

arrow-memory-core

2.0.0

org.apache.arrow

arrow-memory-netty

2.0.0

org.apache.arrow

arrow-vector

2.0.0

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.commons

commons-compress

1.20

org.apache.commons

commons-crypto

1.1.0

org.apache.commons

commons-lang3

3.10

org.apache.commons

commons-math3

3.4.1

org.apache.commons

commons-text

1.6

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

2.7.4

org.apache.hadoop

hadoop-auth

2.7.4

org.apache.hadoop

hadoop-client

2.7.4

org.apache.hadoop

hadoop-common

2.7.4

org.apache.hadoop

hadoop-hdfs

2.7.4

org.apache.hadoop

hadoop-mapreduce-client-app

2.7.4

org.apache.hadoop

hadoop-mapreduce-client-common

2.7.4

org.apache.hadoop

hadoop-mapreduce-client-core

2.7.4

org.apache.hadoop

hadoop-mapreduce-client-jobclient

2.7.4

org.apache.hadoop

hadoop-mapreduce-client-shuffle

2.7.4

org.apache.hadoop

hadoop-yarn-api

2.7.4

org.apache.hadoop

hadoop-yarn-client

2.7.4

org.apache.hadoop

hadoop-yarn-common

2.7.4

org.apache.hadoop

hadoop-yarn-server-common

2.7.4

org.apache.hive

hive-beeline

2.3.7

org.apache.hive

hive-cli

2.3.7

org.apache.hive

hive-common

2.3.7

org.apache.hive

hive-exec-core

2.3.7

org.apache.hive

hive-jdbc

2.3.7

org.apache.hive

hive-llap-client

2.3.7

org.apache.hive

hive-llap-common

2.3.7

org.apache.hive

hive-metastore

2.3.7

org.apache.hive

hive-serde

2.3.7

org.apache.hive

hive-shims

2.3.7

org.apache.hive

hive-storage-api

2.7.2

org.apache.hive

hive-vector-code-gen

2.3.7

org.apache.hive.shims

hive-shims-0.23

2.3.7

org.apache.hive.shims

hive-shims-common

2.3.7

org.apache.hive.shims

hive-shims-scheduler

2.3.7

org.apache.htrace

htrace-core

3.1.0-incubating

org.apache.httpcomponents

httpclient

4.5.6

org.apache.httpcomponents

httpcore

4.4.12

org.apache.ivy

ivy

2.4.0

org.apache.mesos

mesos-shaded-protobuf

1.4.0

org.apache.orc

orc-core

1.5.12

org.apache.orc

orc-mapreduce

1.5.12

org.apache.orc

orc-shims

1.5.12

org.apache.parquet

parquet-column

1.10.1-databricks6

org.apache.parquet

parquet-common

1.10.1-databricks6

org.apache.parquet

parquet-encoding

1.10.1-databricks6

org.apache.parquet

parquet-format

2.4.0

org.apache.parquet

parquet-hadoop

1.10.1-databricks6

org.apache.parquet

parquet-jackson

1.10.1-databricks6

org.apache.thrift

libfb303

0.9.3

org.apache.thrift

libthrift

0.12.0

org.apache.velocity

velocity

1.5

org.apache.xbean

xbean-asm7-shaded

4.15

org.apache.yetus

audience-annotations

0.5.0

org.apache.zookeeper

zookeeper

3.4.14

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

3.0.16

org.codehaus.janino

janino

3.0.16

org.datanucleus

datanucleus-api-jdo

4.2.4

org.datanucleus

datanucleus-core

4.1.17

org.datanucleus

datanucleus-rdbms

4.1.19

org.datanucleus

javax.jdo

3.2.0-m3

org.eclipse.jetty

jetty-client

9.4.36.v20210114

org.eclipse.jetty

jetty-continuation

9.4.36.v20210114

org.eclipse.jetty

jetty-http

9.4.36.v20210114

org.eclipse.jetty

jetty-io

9.4.36.v20210114

org.eclipse.jetty

jetty-jndi

9.4.36.v20210114

org.eclipse.jetty

jetty-plus

9.4.36.v20210114

org.eclipse.jetty

jetty-proxy

9.4.36.v20210114

org.eclipse.jetty

jetty-security

9.4.36.v20210114

org.eclipse.jetty

jetty-server

9.4.36.v20210114

org.eclipse.jetty

jetty-servlet

9.4.36.v20210114

org.eclipse.jetty

jetty-servlets

9.4.36.v20210114

org.eclipse.jetty

jetty-util

9.4.36.v20210114

org.eclipse.jetty

jetty-util-ajax

9.4.36.v20210114

org.eclipse.jetty

jetty-webapp

9.4.36.v20210114

org.eclipse.jetty

jetty-xml

9.4.36.v20210114

org.fusesource.leveldbjni

leveldbjni-all

1.8

org.glassfish.hk2

hk2-api

2.6.1

org.glassfish.hk2

hk2-locator

2.6.1

org.glassfish.hk2

hk2-utils

2.6.1

org.glassfish.hk2

osgi-resource-locator

1.0.3

org.glassfish.hk2.external

aopalliance-repackaged

2.6.1

org.glassfish.hk2.external

jakarta.inject

2.6.1

org.glassfish.jersey.containers

jersey-container-servlet

2.30

org.glassfish.jersey.containers

jersey-container-servlet-core

2.30

org.glassfish.jersey.core

jersey-client

2.30

org.glassfish.jersey.core

jersey-common

2.30

org.glassfish.jersey.core

jersey-server

2.30

org.glassfish.jersey.inject

jersey-hk2

2.30

org.glassfish.jersey.media

jersey-media-jaxb

2.30

org.hibernate.validator

hibernate-validator

6.1.0.Final

org.javassist

javassist

3.25.0-GA

org.jboss.logging

jboss-logging

3.3.2.Final

org.jdbi

jdbi

2.63.1

org.joda

joda-convert

1.7

org.jodd

jodd-core

3.5.2

org.json4s

json4s-ast_2.12

3.7.0-M5

org.json4s

json4s-core_2.12

3.7.0-M5

org.json4s

json4s-jackson_2.12

3.7.0-M5

org.json4s

json4s-scalap_2.12

3.7.0-M5

org.lz4

lz4-java

1.7.1

org.mariadb.jdbc

mariadb-java-client

2.1.2

org.objenesis

objenesis

2.5.1

org.postgresql

postgresql

42.1.4

org.roaringbitmap

RoaringBitmap

0.9.0

org.roaringbitmap

shims

0.9.0

org.rocksdb

rocksdbjni

6.2.2

org.rosuda.REngine

REngine

2.1.0

org.scala-lang

scala-compiler_2.12

2.12.10

org.scala-lang

scala-library_2.12

2.12.10

org.scala-lang

scala-reflect_2.12

2.12.10

org.scala-lang.modules

scala-collection-compat_2.12

2.1.1

org.scala-lang.modules

scala-parser-combinators_2.12

1.1.2

org.scala-lang.modules

scala-xml_2.12

1.2.0

org.scala-sbt

test-interface

1.0

org.scalacheck

scalacheck_2.12

1.14.2

org.scalactic

scalactic_2.12

3.0.8

org.scalanlp

breeze-macros_2.12

1.0

org.scalanlp

breeze_2.12

1.0

org.scalatest

scalatest_2.12

3.0.8

org.slf4j

jcl-over-slf4j

1.7.30

org.slf4j

jul-to-slf4j

1.7.30

org.slf4j

slf4j-api

1.7.30

org.slf4j

slf4j-log4j12

1.7.30

org.spark-project.spark

unused

1.0.0

org.springframework

spring-core

4.1.4.RELEASE

org.springframework

spring-test

4.1.4.RELEASE

org.threeten

threeten-extra

1.5.0

org.tukaani

xz

1.5

org.typelevel

algebra_2.12

2.0.0-M2

org.typelevel

cats-kernel_2.12

2.0.0-M4

org.typelevel

machinist_2.12

0.6.8

org.typelevel

macro-compat_2.12

1.1.1

org.typelevel

spire-macros_2.12

0.17.0-M1

org.typelevel

spire-platform_2.12

0.17.0-M1

org.typelevel

spire-util_2.12

0.17.0-M1

org.typelevel

spire_2.12

0.17.0-M1

org.wildfly.openssl

wildfly-openssl

1.0.7.Final

org.xerial

sqlite-jdbc

3.8.11.2

org.xerial.snappy

snappy-java

1.1.8.2

org.yaml

snakeyaml

1.24

oro

oro

2.0.8

pl.edu.icm

JLargeArrays

1.5

software.amazon.ion

ion-java

1.0.2

stax

stax-api

1.0.1

xmlenc

xmlenc

0.52