Databricks运行时3.2(不支持)

数据库在2017年9月初发布了这张图片。

重要的

此版本已于2018年4月30日弃用。有关Databricks Runtime弃用策略和计划的详细信息,请参见Databricks运行时支持生命周期

以下发布说明提供了Apache Spark支持的Databricks Runtime 3.2版本的相关信息。

变化和改进

  • 使用Databricks Python和Scala笔记本自动预览数据集模式。如果Python或Scala笔记本中的命令创建了一个数据集并将其分配给一个变量,您将自动获得数据集模式的预览,如下例所示:

数据集模式预览
  • 10倍至100倍的性能提升SparkR:收集()取决于数据大小。不需要更改代码,所有现有的笔记本电脑和作业都将受益于此改进。

  • Databricks运行时3.2具有驱动程序自动恢复功能。如果驱动程序连续两分钟没有响应,它将自动重新启动,不需要管理员干预。

  • 从Ubuntu 16.04.2 LTS升级到Ubuntu 16.04.3 LTS。

  • Python库docutils从0.13.1升级到0.14,setuptools从36.0.1升级到36.2.7。

  • 将Jackson JSON库从2.6.5升级到2.6.7/2.6.7.1。

  • 将breeze从0.13.1升级到0.13.2。

  • Bug修复和稳定性改进。

Apache火花

Databricks运行时3.2包含Apache Spark 2.2.0。除了Databricks运行时3.1(不支持), Databricks运行时3.2还包括以下额外的错误修复和对Spark的改进:

已知的问题

  • 执行程序页面上的日志链接设置不正确。现在请使用工作页访问执行程序的标准输出和标准错误链接。

维护更新

看到Databricks Runtime 3.2维护更新

系统环境

  • 操作系统Ubuntu 16.04.3 LTS

  • Java: 1.8.0_131

  • Scala: 2.10.6 (Scala 2.10集群版本)/2.11.8 (Scala 2.11集群版本)

  • Python: 2.7.12(如果使用python3则为3.5.2)

  • R: R版本3.2.3 (2015-12-10)

预安装的Python库

图书馆

版本

图书馆

版本

图书馆

版本

ansi2html

1.1.1

argparse

1.2.1 "

backports-abc

0.5

宝途

2.42.0

boto3

1.4.1

botocore

1.4.70

brewer2mpl

1.4.1

certifi

2016.2.28

cffi

1.7.0

chardet

tripwire

彩色光

0.3.7

configobj

5.0.6

密码学

1.5

周期计

0.10.0

Cython

0.24.1

装饰

4.0.10

docutils

0.14

enum34

1.1.6

et-xmlfile

1.0.1

freetype-py

1.0.2中

funcsigs

1.0.2中

fusepy

2.0.4

期货

3.1.1

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

熊猫

0.18.1

pathlib2

魅惑

容易受骗的人

0.4.1

pexpect

4.0.1

pickleshare

0.7.4

枕头

3.3.1

皮普

9.0.1

厚度

3.9

prompt-toolkit

1.0.7

psycopg2

2.6.2

ptyprocess

0.5.1

py4j

0.10.3

pyarrow

0.4.1

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

请求

2.11.1

s3transfer

0.1.9

scikit-learn

0.18.1

scipy

0.18.1

冲刷

0.32

seaborn

是0.7.1

setuptools

36.2.7

simplejson

3.8.2

simples3

1.0

singledispatch

3.4.0.3

六个

1.10.0

statsmodels

0.6.1

龙卷风

4.5.1

traitlets

4.3.0

urllib3

1.19.1

virtualenv

15.0.1

wcwidth

0.1.7

0.30.0a0

wsgiref

0.1.2

预安装的R库

图书馆

版本

图书馆

版本

图书馆

版本

abind

1.4 - 3

为了

0.1

基地

3.2.3

黑洞

1.60.0-2

bitops

1.0 6

引导

-17 - 1.3

酿造

1.0 6

2.1 - 3

脱字符号

-71 - 6.0

时间

-47 - 2.3

-14 - 7.3

集群

2.0.5

codetools

-14 - 0.2

色彩

1.2 - 4

编译器

3.2.3

蜡笔

1.3.1

旋度

2.2

data.table

1.9.6

数据集

3.2.3

DBI

0.5 - 1

devtools

1.12.0

二色视者

2.0 0

消化

0.6.9

doMC

1.3.4

dplyr

0.5.0

foreach

3

外国

-66 - 0.8

“绿带运动”

2.1.1

ggplot2

魅惑

git2r

0.15.0

glmnet

2.0 - 5

图形

3.2.3

grDevices

3.2.3

网格

3.2.3

gsubfn

0.6 6

gtable

0.1.2

3.10.0.8

httr

1.2.1 "

hwriter

1.3.2

hwriterPlus

1.0 - 3

迭代器

1.0.8

jsonlite

1.1

KernSmooth

-15 - 2.23

标签

0.3

晶格

-34 - 0.20

lazyeval

0.2.0

的小

0.3.0

lme4

-12 - 1.1

lubridate

1.6.0

magrittr

1.5

mapproj

1.2 - 4

地图

3.0.2

质量

-45 - 7.3

矩阵

1.2 - -7.1

MatrixModels

0.4 - 1

memoise

1.0.0

方法

3.2.3

mgcv

-11 - 1.8

mime

0.5

minqa

1.2.4

多核

0.2

孟塞尔

0.4.2

mvtnorm

1.0 - 5

nlme

-124 - 3.1

nloptr

1.0.4

nnet

-12 - 7.3

openssl

0.9.4

平行

3.2.3

pbkrtest

0.4 6

pkgKitten

0.1.3

plyr

1.8.4

赞美

1.0.0

pROC

1.8

原型

-10 - 0.3

quantreg

5.29

R.methodsS3

1.7.1上

R.oo

1.20.0

R.utils

测试盒框

R6

2.2.0

randomForest

-12 - 4.6

RColorBrewer

1.1 - 2

Rcpp

0.12.7

RcppEigen

0.3.2.9.0

RCurl

1.95 - -4.8

reshape2

1.4.2

RODBC

-12 - 1.3

roxygen2

5.0.1

rpart

-10 - 4.1

Rserve

1.7 - 3

RSQLite

1.0.0

rstudioapi

0.6

尺度

0.3.0

sp

-15 - 1.0

SparkR

2.2.0

SparseM

1.72

空间

-11 - 7.3

样条函数

3.2.3

sqldf

-10 - 0.4

statmod

1.4.26

统计数据

3.2.3

stats4

3.2.3

stringi

1.0 - 1

stringr

1.0.0

生存

2.38 - 3

tcltk

3.2.3

TeachingDemos

2.10

testthat

1.0.2中

宠物猫

1.2

工具

3.2.3

跑龙套

3.2.3

晶须

0.3 - 2

withr

1.0.2中

预安装的Java和Scala库(Scala 2.10集群版本)

组ID

工件ID

版本

antlr

antlr

2.7.7

com.amazonaws

amazon-kinesis-client

1.7.3

com.amazonaws

aws-java-sdk-autoscaling

1.11.126

com.amazonaws

aws-java-sdk-cloudformation

1.11.126

com.amazonaws

aws-java-sdk-cloudfront

1.11.126

com.amazonaws

aws-java-sdk-cloudhsm

1.11.126

com.amazonaws

aws-java-sdk-cloudsearch

1.11.126

com.amazonaws

aws-java-sdk-cloudtrail

1.11.126

com.amazonaws

aws-java-sdk-cloudwatch

1.11.126

com.amazonaws

aws-java-sdk-cloudwatchmetrics

1.11.126

com.amazonaws

aws-java-sdk-codedeploy

1.11.126

com.amazonaws

aws-java-sdk-cognitoidentity

1.11.126

com.amazonaws

aws-java-sdk-cognitosync

1.11.126

com.amazonaws

aws-java-sdk-config

1.11.126

com.amazonaws

aws-java-sdk-core

1.11.126

com.amazonaws

aws-java-sdk-datapipeline

1.11.126

com.amazonaws

aws-java-sdk-directconnect

1.11.126

com.amazonaws

aws-java-sdk-directory

1.11.126

com.amazonaws

aws-java-sdk-dynamodb

1.11.126

com.amazonaws

aws-java-sdk-ec2

1.11.126

com.amazonaws

aws-java-sdk-ecs

1.11.126

com.amazonaws

aws-java-sdk-efs

1.11.126

com.amazonaws

aws-java-sdk-elasticache

1.11.126

com.amazonaws

aws-java-sdk-elasticbeanstalk

1.11.126

com.amazonaws

aws-java-sdk-elasticloadbalancing

1.11.126

com.amazonaws

aws-java-sdk-elastictranscoder

1.11.126

com.amazonaws

aws-java-sdk-emr

1.11.126

com.amazonaws

aws-java-sdk-glacier

1.11.126

com.amazonaws

aws-java-sdk-iam

1.11.126

com.amazonaws

aws-java-sdk-importexport

1.11.126

com.amazonaws

aws-java-sdk-kinesis

1.11.126

com.amazonaws

aws-java-sdk-kms

1.11.126

com.amazonaws

aws-java-sdk-lambda

1.11.126

com.amazonaws

aws-java-sdk-logs

1.11.126

com.amazonaws

aws-java-sdk-machinelearning

1.11.126

com.amazonaws

aws-java-sdk-opsworks

1.11.126

com.amazonaws

aws-java-sdk-rds

1.11.126

com.amazonaws

aws-java-sdk-redshift

1.11.126

com.amazonaws

aws-java-sdk-route53

1.11.126

com.amazonaws

aws-java-sdk-s3

1.11.126

com.amazonaws

aws-java-sdk-ses

1.11.126

com.amazonaws

aws-java-sdk-simpledb

1.11.126

com.amazonaws

aws-java-sdk-simpleworkflow

1.11.126

com.amazonaws

aws-java-sdk-sns

1.11.126

com.amazonaws

aws-java-sdk-sqs

1.11.126

com.amazonaws

aws-java-sdk-ssm

1.11.126

com.amazonaws

aws-java-sdk-storagegateway

1.11.126

com.amazonaws

aws-java-sdk-sts

1.11.126

com.amazonaws

aws-java-sdk-support

1.11.126

com.amazonaws

aws-java-sdk-swf-libraries

1.11.22

com.amazonaws

aws-java-sdk-workspaces

1.11.126

com.amazonaws

jmespath-java

1.11.126

com.carrotsearch

hppc

是0.7.1

com.chuusai

shapeless_2.10

2.3.2

com.clearspring.analytics

2.7.0

com.databricks

Rserve

1.8 - 3

com.databricks

dbml-local_2.10

0.2.1-db2-spark2.2

com.databricks

dbml-local_2.10-tests

0.2.1-db2-spark2.2

com.databricks

jets3t

0.7.1-0

com.databricks.scalapb

compilerplugin_2.10

0.4.15-9

com.databricks.scalapb

scalapb-runtime_2.10

0.4.15-9

com.esotericsoftware

kryo-shaded

3.0.3

com.esotericsoftware

minlog

1.3.0

com.fasterxml

同学

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_2.10

2.6.7.1

com.github.fommil

jniloader

1.1

com.github.fommil.netlib

核心

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.rwl

jtransforms

测试盒框

com.google.code.findbugs

jsr305

2.0.1

com.google.code.gson

gson

2.2.4

com.google.guava

番石榴

15.0

com.google.protobuf

protobuf-java

2.6.1

com.googlecode.javaewah

JavaEWAH

0.3.2

com.h2database

h2

1.3.174

com.jamesmurty.utils

java-xmlbuilder

1.0

com.jcraft

jsch

0.1.50

com.jolbox

bonecp

0.8.0.RELEASE

com.mchange

c3p0

0.9.5.1

com.mchange

mchange-commons-java

0.2.10

com.microsoft.azure

azure-data-lake-store-sdk

)

com.microsoft.sqlserver

mssql-jdbc

6.1.0.jre8

com.ning

compress-lzf

1.0.3

com.sun.mail

javax.mail

1.5.2

com.thoughtworks.paranamer

paranamer

2.6

com.trueaccord.lenses

lenses_2.10

0.3

com.twitter

chill-java

0.8.0

com.twitter

chill_2.10

0.8.0

com.twitter

parquet-hadoop-bundle

1.6.0

com.twitter

util-app_2.10

6.23.0

com.twitter

util-core_2.10

6.23.0

com.twitter

util-jvm_2.10

6.23.0

com.typesafe

配置

1.2.1 "

com.typesafe

scalalogging-slf4j_2.10

1.1.0

com.univocity

univocity-parsers

2.2.1

com.vlkan

flatbuffers

1.2.0-3f79e055

com.zaxxer

HikariCP

2.4.1

commons-beanutils

commons-beanutils

1.7.0

commons-beanutils

commons-beanutils-core

1.8.0

commons-cli

commons-cli

1.2

commons-codec

commons-codec

1.10

commons-collections

commons-collections

3.2.2

commons configuration

commons configuration

1.6

commons-dbcp

commons-dbcp

1.4

commons-digester

commons-digester

1.8

commons-httpclient

commons-httpclient

3.1

commons-io

commons-io

2.4

commons lang

commons lang

2.6

通用日志

通用日志

1.1.3

commons net

commons net

2.2

commons-pool

commons-pool

1.5.4

info.ganglia.gmetric4j

gmetric4j

1.0.7

io.dropwizard.metrics

metrics-core

3.1.2

io.dropwizard.metrics

metrics-ganglia

3.1.2

io.dropwizard.metrics

metrics-graphite

3.1.2

io.dropwizard.metrics

metrics-healthchecks

3.1.2

io.dropwizard.metrics

metrics-jetty9

3.1.2

io.dropwizard.metrics

metrics-json

3.1.2

io.dropwizard.metrics

metrics-jvm

3.1.2

io.dropwizard.metrics

metrics-log4j

3.1.2

io.dropwizard.metrics

metrics-servlets

3.1.2

io.netty

网状的

3.9.9.Final

io.netty

netty-all

4.0.43.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

收集器

0.7

javax.activation

激活

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

验证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

mx4j

mx4j

3.0.2

mysql

mysql-connector-java

5.1.27

net.hydromatic

eigenbase-properties

1.1.5

net.iharder

base64

2.3.8

net.java.dev.jets3t

jets3t

0.9.3

net.jpountz.lz4

lz4

1.3.0

net.razorvine

地幔岩

4.13

net.sf.jpam

jpam

1.1

net.sf.opencsv

opencsv

2.3

net.sf.py4j

py4j

0.10.4

net.sf.supercsv

super-csv

2.2.0

net.sourceforge.f2j

arpack_combined_all

0.1

org.acplt

oncrpc

1.0.7

org.antlr

ST4

4.0.4

org.antlr

antlr-runtime

3.4

org.antlr

antlr4-runtime

4.5.3

org.antlr

stringtemplate

3.2.1之上

org.apache.ant

蚂蚁

1.9.2

org.apache.ant

ant-jsch

1.9.2

org.apache.ant

ant-launcher

1.9.2

org.apache.arrow

arrow-format

0.4.0

org.apache.arrow

arrow-memory

0.4.0

org.apache.arrow

arrow-vector

0.4.0

org.apache.avro

avro

1.7.7

org.apache.avro

avro-ipc

1.7.7

org.apache.avro

avro-ipc-tests

1.7.7

org.apache.avro

avro-mapred-hadoop2

1.7.7

org.apache.calcite

calcite-avatica

1.2.0-incubating

org.apache.calcite

calcite-core

1.2.0-incubating

org.apache.calcite

calcite-linq4j

1.2.0-incubating

org.apache.commons

commons-compress

1.4.1

org.apache.commons

commons-crypto

1.0.0

org.apache.commons

commons-lang3

3.5

org.apache.commons

commons-math3

3.4.1

org.apache.curator

curator-client

2.6.0

org.apache.curator

curator-framework

2.6.0

org.apache.curator

curator-recipes

2.6.0

org.apache.derby

德比

10.10.2.0

org.apache.directory.api

api-asn1-api

1.0.0-M20

org.apache.directory.api

api-util

1.0.0-M20

org.apache.directory.server

apacheds-i18n

2.0.0-M15

org.apache.directory.server

apacheds-kerberos-codec

2.0.0-M15

org.apache.hadoop

hadoop-annotations

2.7.3

org.apache.hadoop

hadoop-auth

2.7.3

org.apache.hadoop

hadoop-client

2.7.3

org.apache.hadoop

hadoop-common

2.7.3

org.apache.hadoop

hadoop-hdfs

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-app

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-common

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-core

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-jobclient

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-shuffle

2.7.3

org.apache.hadoop

hadoop-yarn-api

2.7.3

org.apache.hadoop

hadoop-yarn-client

2.7.3

org.apache.hadoop

hadoop-yarn-common

2.7.3

org.apache.hadoop

hadoop-yarn-server-common

2.7.3

org.apache.htrace

htrace-core

3.1.0-incubating

org.apache.httpcomponents

httpclient

4.5.2

org.apache.httpcomponents

httpcore

4.4.4

org.apache.ivy

艾薇

测试盒框

org.apache.parquet

parquet-column

1.8.2

org.apache.parquet

parquet-common

1.8.2

org.apache.parquet

parquet-encoding

1.8.2

org.apache.parquet

parquet-format

2.3.1

org.apache.parquet

parquet-hadoop

1.8.2

org.apache.parquet

parquet-jackson

1.8.2

org.apache.thrift

libfb303

0.9.3

org.apache.thrift

libthrift

0.9.3

org.apache.xbean

xbean-asm5-shaded

4.4

org.apache.zookeeper

动物园管理员

3.4.6

org.bouncycastle

bcprov-jdk15on

1.51

org.codehaus.jackson

jackson-core-asl

1.9.13

org.codehaus.jackson

jackson-jaxrs

1.9.13

org.codehaus.jackson

jackson-mapper-asl

1.9.13

org.codehaus.jackson

jackson-xc

1.9.13

org.codehaus.janino

commons-compiler

3.0.0

org.codehaus.janino

janino

3.0.0

org.datanucleus

datanucleus-api-jdo

3.2.6

org.datanucleus

datanucleus-core

3.2.10

org.datanucleus

datanucleus-rdbms

3.2.9

org.eclipse.jetty

jetty-client

9.3.11.v20160721

org.eclipse.jetty

jetty-continuation

9.3.11.v20160721

org.eclipse.jetty

jetty-http

9.3.11.v20160721

org.eclipse.jetty

jetty-io

9.3.11.v20160721

org.eclipse.jetty

jetty-jndi

9.3.11.v20160721

org.eclipse.jetty

jetty-plus

9.3.11.v20160721

org.eclipse.jetty

jetty-proxy

9.3.11.v20160721

org.eclipse.jetty

jetty-security

9.3.11.v20160721

org.eclipse.jetty

jetty服务器

9.3.11.v20160721

org.eclipse.jetty

jetty servlet

9.3.11.v20160721

org.eclipse.jetty

jetty-servlets

9.3.11.v20160721

org.eclipse.jetty

jetty-util

9.3.11.v20160721

org.eclipse.jetty

jetty-webapp

9.3.11.v20160721

org.eclipse.jetty

jetty-xml

9.3.11.v20160721

org.fusesource.jansi

jansi

1.4

org.fusesource.leveldbjni

leveldbjni-all

1.8

org.glassfish.hk2

hk2-api

2.4.0-b34

org.glassfish.hk2

hk2-locator

2.4.0-b34

org.glassfish.hk2

hk2-utils

2.4.0-b34

org.glassfish.hk2

osgi-resource-locator

1.0.1

org.glassfish.hk2.external

aopalliance-repackaged

2.4.0-b34

org.glassfish.hk2.external

javax.inject

2.4.0-b34

org.glassfish.jersey.bundles.repackaged

jersey-guava

2.22.2

org.glassfish.jersey.containers

jersey-container-servlet

2.22.2

org.glassfish.jersey.containers

jersey-container-servlet-core

2.22.2

org.glassfish.jersey.core

jersey客户端

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验证框架

5.1.1.Final

org.iq80.snappy

时髦的

0.2

org.javassist

javassist

3.18.1-GA

org.jboss.logging

jboss-logging

3.1.3.GA

org.jdbi

jdbi

2.63.1

org.joda

joda-convert

1.7

org.jodd

jodd-core

3.5.2

org.jpmml

pmml模型

1.2.15

org.jpmml

pmml-schema

1.2.15

org.json4s

json4s-ast_2.10

3.2.11

org.json4s

json4s-core_2.10

3.2.11

org.json4s

json4s-jackson_2.10

3.2.11

org.mockito

mockito-all

1.9.5

org.objenesis

objenesis

2.1

org.postgresql

postgresql

9.4 1204 - jdbc41

org.roaringbitmap

RoaringBitmap

0.5.11

org.rocksdb

rocksdbjni

5.2.1

org.rosuda.REngine

REngine

魅惑

org.scala-lang

jline

2.10.6

org.scala-lang

scala-compiler_2.10

2.10.6

org.scala-lang

scala-library_2.10

2.10.6

org.scala-lang

scala-reflect_2.10

2.10.6

org.scala-lang

scalap_2.10

2.10.6

org.scala-sbt

测试界面

1.0

org.scalacheck

scalacheck_2.10

1.12.5

org.scalamacros

quasiquotes_2.10

2.0.0

org.scalanlp

breeze-macros_2.10

0.13.2

org.scalanlp

breeze_2.10

0.13.2

org.scalatest

scalatest_2.10

2.2.6款

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

未使用的

1.0.0

org.spire-math

spire-macros_2.10

0.13.0

org.spire-math

spire_2.10

0.13.0

org.springframework

spring核心

4.1.4.RELEASE

org.springframework

spring测试

4.1.4.RELEASE

org.tukaani

xz

1.0

org.typelevel

machinist_2.10

0.6.1

org.typelevel

macro-compat_2.10

1.1.1

org.xerial

sqlite-jdbc

3.8.11.2

org.xerial.snappy

snappy-java

1.1.2.6

org.yaml

snakeyaml

1.16

奥罗

奥罗

2.0.8

software.amazon.ion

ion-java

1.0.2中

stax

stax-api

1.0.1

xmlenc

xmlenc

0.52

预安装的Java和Scala库(Scala 2.11集群版本)

组ID

工件ID

版本

antlr

antlr

2.7.7

com.amazonaws

amazon-kinesis-client

1.7.3

com.amazonaws

aws-java-sdk-autoscaling

1.11.126

com.amazonaws

aws-java-sdk-cloudformation

1.11.126

com.amazonaws

aws-java-sdk-cloudfront

1.11.126

com.amazonaws

aws-java-sdk-cloudhsm

1.11.126

com.amazonaws

aws-java-sdk-cloudsearch

1.11.126

com.amazonaws

aws-java-sdk-cloudtrail

1.11.126

com.amazonaws

aws-java-sdk-cloudwatch

1.11.126

com.amazonaws

aws-java-sdk-cloudwatchmetrics

1.11.126

com.amazonaws

aws-java-sdk-codedeploy

1.11.126

com.amazonaws

aws-java-sdk-cognitoidentity

1.11.126

com.amazonaws

aws-java-sdk-cognitosync

1.11.126

com.amazonaws

aws-java-sdk-config

1.11.126

com.amazonaws

aws-java-sdk-core

1.11.126

com.amazonaws

aws-java-sdk-datapipeline

1.11.126

com.amazonaws

aws-java-sdk-directconnect

1.11.126

com.amazonaws

aws-java-sdk-directory

1.11.126

com.amazonaws

aws-java-sdk-dynamodb

1.11.126

com.amazonaws

aws-java-sdk-ec2

1.11.126

com.amazonaws

aws-java-sdk-ecs

1.11.126

com.amazonaws

aws-java-sdk-efs

1.11.126

com.amazonaws

aws-java-sdk-elasticache

1.11.126

com.amazonaws

aws-java-sdk-elasticbeanstalk

1.11.126

com.amazonaws

aws-java-sdk-elasticloadbalancing

1.11.126

com.amazonaws

aws-java-sdk-elastictranscoder

1.11.126

com.amazonaws

aws-java-sdk-emr

1.11.126

com.amazonaws

aws-java-sdk-glacier

1.11.126

com.amazonaws

aws-java-sdk-iam

1.11.126

com.amazonaws

aws-java-sdk-importexport

1.11.126

com.amazonaws

aws-java-sdk-kinesis

1.11.126

com.amazonaws

aws-java-sdk-kms

1.11.126

com.amazonaws

aws-java-sdk-lambda

1.11.126

com.amazonaws

aws-java-sdk-logs

1.11.126

com.amazonaws

aws-java-sdk-machinelearning

1.11.126

com.amazonaws

aws-java-sdk-opsworks

1.11.126

com.amazonaws

aws-java-sdk-rds

1.11.126

com.amazonaws

aws-java-sdk-redshift

1.11.126

com.amazonaws

aws-java-sdk-route53

1.11.126

com.amazonaws

aws-java-sdk-s3

1.11.126

com.amazonaws

aws-java-sdk-ses

1.11.126

com.amazonaws

aws-java-sdk-simpledb

1.11.126

com.amazonaws

aws-java-sdk-simpleworkflow

1.11.126

com.amazonaws

aws-java-sdk-sns

1.11.126

com.amazonaws

aws-java-sdk-sqs

1.11.126

com.amazonaws

aws-java-sdk-ssm

1.11.126

com.amazonaws

aws-java-sdk-storagegateway

1.11.126

com.amazonaws

aws-java-sdk-sts

1.11.126

com.amazonaws

aws-java-sdk-support

1.11.126

com.amazonaws

aws-java-sdk-swf-libraries

1.11.22

com.amazonaws

aws-java-sdk-workspaces

1.11.126

com.amazonaws

jmespath-java

1.11.126

com.carrotsearch

hppc

是0.7.1

com.chuusai

shapeless_2.11

2.3.2

com.clearspring.analytics

2.7.0

com.databricks

Rserve

1.8 - 3

com.databricks

dbml-local_2.11

0.2.1-db2-spark2.2

com.databricks

dbml-local_2.11-tests

0.2.1-db2-spark2.2

com.databricks

jets3t

0.7.1-0

com.databricks.scalapb

compilerplugin_2.11

0.4.15-9

com.databricks.scalapb

scalapb-runtime_2.11

0.4.15-9

com.esotericsoftware

kryo-shaded

3.0.3

com.esotericsoftware

minlog

1.3.0

com.fasterxml

同学

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

核心

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.rwl

jtransforms

测试盒框

com.google.code.findbugs

jsr305

2.0.1

com.google.code.gson

gson

2.2.4

com.google.guava

番石榴

15.0

com.google.protobuf

protobuf-java

2.6.1

com.googlecode.javaewah

JavaEWAH

0.3.2

com.h2database

h2

1.3.174

com.jamesmurty.utils

java-xmlbuilder

1.0

com.jcraft

jsch

0.1.50

com.jolbox

bonecp

0.8.0.RELEASE

com.mchange

c3p0

0.9.5.1

com.mchange

mchange-commons-java

0.2.10

com.microsoft.azure

azure-data-lake-store-sdk

)

com.microsoft.sqlserver

mssql-jdbc

6.1.0.jre8

com.ning

compress-lzf

1.0.3

com.sun.mail

javax.mail

1.5.2

com.thoughtworks.paranamer

paranamer

2.6

com.trueaccord.lenses

lenses_2.11

0.3

com.twitter

chill-java

0.8.0

com.twitter

chill_2.11

0.8.0

com.twitter

parquet-hadoop-bundle

1.6.0

com.twitter

util-app_2.11

6.23.0

com.twitter

util-core_2.11

6.23.0

com.twitter

util-jvm_2.11

6.23.0

com.typesafe

配置

1.2.1 "

com.typesafe.scala-logging

scala-logging-api_2.11

2.1.2

com.typesafe.scala-logging

scala-logging-slf4j_2.11

2.1.2

com.univocity

univocity-parsers

2.2.1

com.vlkan

flatbuffers

1.2.0-3f79e055

com.zaxxer

HikariCP

2.4.1

commons-beanutils

commons-beanutils

1.7.0

commons-beanutils

commons-beanutils-core

1.8.0

commons-cli

commons-cli

1.2

commons-codec

commons-codec

1.10

commons-collections

commons-collections

3.2.2

commons configuration

commons configuration

1.6

commons-dbcp

commons-dbcp

1.4

commons-digester

commons-digester

1.8

commons-httpclient

commons-httpclient

3.1

commons-io

commons-io

2.4

commons lang

commons lang

2.6

通用日志

通用日志

1.1.3

commons net

commons net

2.2

commons-pool

commons-pool

1.5.4

info.ganglia.gmetric4j

gmetric4j

1.0.7

io.dropwizard.metrics

metrics-core

3.1.2

io.dropwizard.metrics

metrics-ganglia

3.1.2

io.dropwizard.metrics

metrics-graphite

3.1.2

io.dropwizard.metrics

metrics-healthchecks

3.1.2

io.dropwizard.metrics

metrics-jetty9

3.1.2

io.dropwizard.metrics

metrics-json

3.1.2

io.dropwizard.metrics

metrics-jvm

3.1.2

io.dropwizard.metrics

metrics-log4j

3.1.2

io.dropwizard.metrics

metrics-servlets

3.1.2

io.netty

网状的

3.9.9.Final

io.netty

netty-all

4.0.43.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

收集器

0.7

javax.activation

激活

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

验证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

mx4j

mx4j

3.0.2

mysql

mysql-connector-java

5.1.27

net.hydromatic

eigenbase-properties

1.1.5

net.iharder

base64

2.3.8

net.java.dev.jets3t

jets3t

0.9.3

net.jpountz.lz4

lz4

1.3.0

net.razorvine

地幔岩

4.13

net.sf.jpam

jpam

1.1

net.sf.opencsv

opencsv

2.3

net.sf.py4j

py4j

0.10.4

net.sf.supercsv

super-csv

2.2.0

net.sourceforge.f2j

arpack_combined_all

0.1

org.acplt

oncrpc

1.0.7

org.antlr

ST4

4.0.4

org.antlr

antlr-runtime

3.4

org.antlr

antlr4-runtime

4.5.3

org.antlr

stringtemplate

3.2.1之上

org.apache.ant

蚂蚁

1.9.2

org.apache.ant

ant-jsch

1.9.2

org.apache.ant

ant-launcher

1.9.2

org.apache.arrow

arrow-format

0.4.0

org.apache.arrow

arrow-memory

0.4.0

org.apache.arrow

arrow-vector

0.4.0

org.apache.avro

avro

1.7.7

org.apache.avro

avro-ipc

1.7.7

org.apache.avro

avro-ipc-tests

1.7.7

org.apache.avro

avro-mapred-hadoop2

1.7.7

org.apache.calcite

calcite-avatica

1.2.0-incubating

org.apache.calcite

calcite-core

1.2.0-incubating

org.apache.calcite

calcite-linq4j

1.2.0-incubating

org.apache.commons

commons-compress

1.4.1

org.apache.commons

commons-crypto

1.0.0

org.apache.commons

commons-lang3

3.5

org.apache.commons

commons-math3

3.4.1

org.apache.curator

curator-client

2.6.0

org.apache.curator

curator-framework

2.6.0

org.apache.curator

curator-recipes

2.6.0

org.apache.derby

德比

10.10.2.0

org.apache.directory.api

api-asn1-api

1.0.0-M20

org.apache.directory.api

api-util

1.0.0-M20

org.apache.directory.server

apacheds-i18n

2.0.0-M15

org.apache.directory.server

apacheds-kerberos-codec

2.0.0-M15

org.apache.hadoop

hadoop-annotations

2.7.3

org.apache.hadoop

hadoop-auth

2.7.3

org.apache.hadoop

hadoop-client

2.7.3

org.apache.hadoop

hadoop-common

2.7.3

org.apache.hadoop

hadoop-hdfs

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-app

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-common

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-core

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-jobclient

2.7.3

org.apache.hadoop

hadoop-mapreduce-client-shuffle

2.7.3

org.apache.hadoop

hadoop-yarn-api

2.7.3

org.apache.hadoop

hadoop-yarn-client

2.7.3

org.apache.hadoop

hadoop-yarn-common

2.7.3

org.apache.hadoop

hadoop-yarn-server-common

2.7.3

org.apache.htrace

htrace-core

3.1.0-incubating

org.apache.httpcomponents

httpclient

4.5.2

org.apache.httpcomponents

httpcore

4.4.4

org.apache.ivy

艾薇

测试盒框

org.apache.parquet

parquet-column

1.8.2

org.apache.parquet

parquet-common

1.8.2

org.apache.parquet

parquet-encoding

1.8.2

org.apache.parquet

parquet-format

2.3.1

org.apache.parquet

parquet-hadoop

1.8.2

org.apache.parquet

parquet-jackson

1.8.2

org.apache.thrift

libfb303

0.9.3

org.apache.thrift

libthrift

0.9.3

org.apache.xbean

xbean-asm5-shaded

4.4

org.apache.zookeeper

动物园管理员

3.4.6

org.bouncycastle

bcprov-jdk15on

1.51

org.codehaus.jackson

jackson-core-asl

1.9.13

org.codehaus.jackson

jackson-jaxrs

1.9.13

org.codehaus.jackson

jackson-mapper-asl

1.9.13

org.codehaus.jackson

jackson-xc

1.9.13

org.codehaus.janino

commons-compiler

3.0.0

org.codehaus.janino

janino

3.0.0

org.datanucleus

datanucleus-api-jdo

3.2.6

org.datanucleus

datanucleus-core

3.2.10

org.datanucleus

datanucleus-rdbms

3.2.9

org.eclipse.jetty

jetty-client

9.3.11.v20160721

org.eclipse.jetty

jetty-continuation

9.3.11.v20160721

org.eclipse.jetty

jetty-http

9.3.11.v20160721

org.eclipse.jetty

jetty-io

9.3.11.v20160721

org.eclipse.jetty

jetty-jndi

9.3.11.v20160721

org.eclipse.jetty

jetty-plus

9.3.11.v20160721

org.eclipse.jetty

jetty-proxy

9.3.11.v20160721

org.eclipse.jetty

jetty-security

9.3.11.v20160721

org.eclipse.jetty

jetty服务器

9.3.11.v20160721

org.eclipse.jetty

jetty servlet

9.3.11.v20160721

org.eclipse.jetty

jetty-servlets

9.3.11.v20160721

org.eclipse.jetty

jetty-util

9.3.11.v20160721

org.eclipse.jetty

jetty-webapp

9.3.11.v20160721

org.eclipse.jetty

jetty-xml

9.3.11.v20160721

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客户端

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验证框架

5.1.1.Final

org.iq80.snappy

时髦的

0.2

org.javassist

javassist

3.18.1-GA

org.jboss.logging

jboss-logging

3.1.3.GA

org.jdbi

jdbi

2.63.1

org.joda

joda-convert

1.7

org.jodd

jodd-core

3.5.2

org.jpmml

pmml模型

1.2.15

org.jpmml

pmml-schema

1.2.15

org.json4s

json4s-ast_2.11

3.2.11

org.json4s

json4s-core_2.11

3.2.11

org.json4s

json4s-jackson_2.11

3.2.11

org.mockito

mockito-all

1.9.5

org.objenesis

objenesis

2.1

org.postgresql

postgresql

9.4 1204 - jdbc41

org.roaringbitmap

RoaringBitmap

0.5.11

org.rocksdb

rocksdbjni

5.2.1

org.rosuda.REngine

REngine

魅惑

org.scala-lang

scala-compiler_2.11

2.11.8

org.scala-lang

scala-library_2.11

2.11.8

org.scala-lang

scala-reflect_2.11

2.11.8

org.scala-lang

scalap_2.11

2.11.8

org.scala-lang.modules

scala-parser-combinators_2.11

1.0.2中

org.scala-lang.modules

scala-xml_2.11

1.0.2中

org.scala-sbt

测试界面

1.0

org.scalacheck

scalacheck_2.11

1.12.5

org.scalanlp

breeze-macros_2.11

0.13.2

org.scalanlp

breeze_2.11

0.13.2

org.scalatest

scalatest_2.11

2.2.6款

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

未使用的

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核心

4.1.4.RELEASE

org.springframework

spring测试

4.1.4.RELEASE

org.tukaani

xz

1.0

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

1.1.2.6

org.yaml

snakeyaml

1.16

奥罗

奥罗

2.0.8

software.amazon.ion

ion-java

1.0.2中

stax

stax-api

1.0.1

xmlenc

xmlenc

0.52