Databricks Runtime 6.5(不支持)
Databricks于2020年4月发布了这张图片。
以下发行说明提供了Databricks运行时6.5的信息，由Apache Spark提供支持。
新功能
Delta表上所有写入、更新和删除的操作度量现在显示在表历史中
现在，您可以在表的历史记录中查看Delta表上所有写入、更新和删除的操作指标(例如，更改的文件数和行数)。这些指标的生成在默认情况下是启用的。您可以通过运行以下命令查看历史:
描述历史deltaTableName
对Delta Lake流微批次处理的数据进行速率限制
当你处理德尔塔湖的数据时结构化流，您现在可以设置该选项maxBytesPerTrigger以速率限制每个微批处理的数据量。这设置了一个“软最大值”，这意味着批处理大约这个数据量，并且处理的数据可能超过限制。
如果你使用触发器。一次对于流，此选项将被忽略。此外，如果您将此选项与maxFilesPerTrigger时，微批处理数据直到maxFilesPerTrigger或maxBytesPerTrigger达到极限。
改进
Java升级到1.8.0_242
此版本引入了对信任锚证书的新检查，以确保信任锚是CA证书并包含适当的扩展。信任锚证书必须包含基本约束扩展ca字段设置为true。此外，如果它们包含密钥使用扩展，则keyCertSign位必须设置。
如果你使用自签名信任锚证书，你可能会遇到以下由新检查引入的异常:
主题为“…”的TrustAnchor不是CA证书主题为“…”的TrustAnchor在KeyUsage扩展中没有设置keyCertSign位
要继续使用自签名信任锚证书，您有两个选项来解决上述异常:
设置Java系统属性
jdk.security.allowNonCaAnchor由Java 1.9.0_242引入真正的恢复先前的行为。你可以使用spark.driver.extraJavaOptions而且spark.executor.extraJavaOptions将此系统属性分别设置为Spark driver和executor。属性中包含一个基本约束扩展
ca字段设置为真正的到您的信任锚证书。如果您的信任锚证书包含密钥使用扩展，请设置keyCertSign位。如果使用Java Keytool生成公私钥对，请设置
extBasicConstraints = ca:真的生成信任锚证书时。如果您的信任锚证书包含密钥使用扩展，请设置keyCertSign位extkeyCertSign KeyUsage =…生成信任锚证书时。
S3选择连接器:修正了DECIMAL和CASE WHEN的语法
在Amazon S3 Select中转换到DECIMAL类型时，DECIMAL类型转换忽略了精度和比例，因为Amazon S3 Select中删除了对DECIMAL(精度、比例)的支持。所有内部的CASE WHEN引用都已替换为COALESCE和NULLIF函数，这些函数由Amazon S3 Select正式支持。
升级的R库
升级了几个已安装的R库。看到已安装的R库．
的用法
的
宝途软件包已弃用，并将在即将发布的Databricks Runtime主要版本中删除。Databricks建议您使用boto3代替。以下R包将在Databricks Runtime即将发布的主要版本中被删除:
abind
bitops
车
carData
doMC
“绿带运动”
水
的小
lme4
mapproj
地图
maptools
MatrixModels
minqa
mvtnorm
nloptr
openxlsx
pbkrtest
pkgKitten
quantreg
R.methodsS3
R.oo
R.utils
RcppEigen
RCurl
里约热内卢
sp
SparseM
statmod
邮政编码
Databricks建议使用以下代码来安装和加载Databricks Runtime未安装的R包:
如果（！需要（“package_name”）){install.packages（“package_name”）图书馆（“package_name”）｝
Apache火花
Databricks Runtime 6.5包含Apache Spark 2.4.5。此版本包括所有Spark修复和改进Databricks Runtime 6.4(不支持)，以及以下对Spark的额外错误修复和改进:
(火花- 27099)[SQL]添加' xxhash64 '用于将任意列哈希到Long
(火花- 26151)[SQL]返回错误CSV记录的部分结果
(火花- 30927)StreamingQueryManager应避免保留对终止的StreamingQuery的引用
(火花- 22590)sparkContext副本。localproperties在BroadcastExchangeExec.executionContext中的子线程
(火花- 30671)emptyDataFrame应该使用LocalRelation
(火花- 30556)[SQL]用threadlocal俘获重置SQLExecution中改变的状态
(火花- 30763)[SQL]修复java.lang.IndexOutOfBoundsException regexp_extract没有组1
(火花- 30806)[SQL]在UnboundedWindowFunctionFrame中对每个组计算一次
(火花- 30731)更新废弃的Mkdocs选项
(火花- 30857)[SQL]修复纪元之前的时间戳截断为小时和天的问题
(火花- 30798)会话范围。在QueryExecution中激活
(火花- 30793)[SQL]修复了epoch之前的时间戳截断为分钟和秒的问题
(火花- 30826)[SQL]尊重引用大小写
StringStartsWith推到拼花地板上(火花- 30797)[SQL]在truncate table中建立ACL时，对ACL表项设置传统的用户/组/其他权限
(火花- 30065)[SQL] DataFrameNaFunctions。Drop应该处理重复的列
(火花- 29890)[SQL] DataFrameNaFunctions。Fill应该处理重复的列
(火花- 30310)解决SparkUncaughtExceptionHandler和添加的测试中缺失的匹配情况
(火花- 30512)增加了一个专门的boss事件循环组
系统环境
操作系统: Ubuntu 16.04.6 LTS
Java: 1.8.0_252
Scala: 2.11.12
Python: 3.7.3
R: R版本3.6.3 (2020-02-29)
三角洲湖: 0.5.0
请注意
尽管Scala 2.12在Apache Spark 2.4中作为实验特性可用，但Databricks Runtime 6.5不支持它。
已安装的Python库
图书馆 |
版本 |
图书馆 |
版本 |
图书馆 |
版本 |
|---|---|---|---|---|---|
asn1crypto |
0.24.0 |
backcall |
0.1.0 |
宝途 |
2.49.0 |
boto3 |
1.9.162 |
botocore |
1.12.163 |
certifi |
2019.3.9 |
cffi |
1.12.2 |
chardet |
3.0.4 |
密码学 |
2.6.1 |
周期计 |
0.10.0 |
Cython |
0.29.6 |
装饰 |
4.4.0 |
docutils |
0.14 |
idna |
2.8 |
ipykernel |
5.1.0 |
ipython |
7.4.0 |
ipython-genutils |
0.2.0 |
绝地武士 |
0.13.3 |
jmespath |
0.9.4 |
jupyter-client |
5.2.4 |
jupyter-core |
4.4.0 |
kiwisolver |
1.1.0 |
matplotlib |
3.0.3 |
numpy |
1.16.2 |
熊猫 |
0.24.2 |
parso |
0.3.4 |
容易受骗的人 |
0.5.1 |
pexpect |
4.6.0 |
pickleshare |
0.7.5 |
皮普 |
19.0.3 |
prompt-toolkit |
2.0.9 |
psycopg2 |
2.7.6.1 |
ptyprocess |
0.6.0 |
pyarrow |
0.13.0 |
pycparser |
2.19 |
pycurl |
7.43.0 |
Pygments |
2.3.1 |
PyGObject |
3.20.0 |
pyOpenSSL |
19.0.0 |
pyparsing |
2.4.6 |
PySocks |
1.6.8 |
python-apt |
1.1.0.b1 + ubuntu0.16.04.8 |
python-dateutil |
2.8.0 |
pytz |
2018.9 |
pyzmq |
18.0.0 |
请求 |
2.21.0 |
s3transfer |
0.2.1 |
scikit-learn |
0.20.3 |
scipy |
1.2.1 " |
seaborn |
0.9.0 |
setuptools |
40.8.0 |
六个 |
1.12.0 |
ssh-import-id |
5.5 |
statsmodels |
0.9.0 |
龙卷风 |
6.0.2 |
traitlets |
4.3.2 |
unattended-upgrades |
0．1 |
urllib3 |
1.24.1 |
virtualenv |
16.4.1 |
wcwidth |
0.1.7 |
轮 |
0.33.1 |
已安装的R库
图书馆 |
版本 |
图书馆 |
版本 |
图书馆 |
版本 |
|---|---|---|---|---|---|
abind |
1.4 - 5 |
askpass |
1．1 |
为了 |
0.2.1 |
补丁 |
1.1.5 |
基地 |
3.6.3 |
base64enc |
0.1 - 3 |
黑洞 |
1.72.0-3 |
位 |
1.1 - -15.2 |
bit64 |
0.9 7 |
bitops |
1.0 6 |
团 |
1.2.1 " |
引导 |
-23 - 1.3 |
酿造 |
1.0 6 |
callr |
3.4.2 |
车 |
3.0 6 |
carData |
3.0 - 3 |
脱字符号 |
-85 - 6.0 |
cellranger |
1.1.0 |
时间 |
-55 - 2.3 |
类 |
-15 - 7.3 |
cli |
2.0.1 |
clipr |
0.7.0 |
clisymbols |
1.2.0 |
集群 |
魅惑 |
codetools |
-16 - 0.2 |
色彩 |
1.4 - 1 |
commonmark |
1.7 |
编译器 |
3.6.3 |
配置 |
0.3 |
covr |
3.4.0 |
蜡笔 |
1.3.4 |
相声 |
1.0.0 |
旋度 |
4.３ |
data.table |
1.12.8 |
数据集 |
3.6.3 |
DBI |
1.1.0 |
dbplyr |
1.4.2 |
desc |
1.2.0 |
devtools |
2.2.2 |
消化 |
0.6.25 |
doMC |
1.3.6 |
dplyr |
0.8.4 |
DT |
0.12 |
省略 |
0.3.0 |
评估 |
0.14 |
fansi |
0.4.1 |
farver |
2.0.3 |
fastmap |
1.0.1 |
forcats |
0.4.0 |
foreach |
1.4.8 |
外国 |
-75 - 0.8 |
打造 |
0.2.0 |
fs |
1.3.1 |
“绿带运动” |
2.1.5 |
泛型 |
发布 |
ggplot2 |
3.2.1之上 |
“大酒店” |
1.1.0 |
git2r |
0.26.1 |
glmnet |
3.0 - 2 |
胶水 |
1.3.1 |
高尔 |
0.2.1 |
图形 |
3.6.3 |
grDevices |
3.6.3 |
网格 |
3.6.3 |
gridExtra |
2．3 |
gsubfn |
0.7 |
gtable |
0.3.0 |
水 |
3.28.0.2 |
还 |
2.2.0 |
hms |
0.5.3 |
htmltools |
0.4.0 |
htmlwidgets |
1.5.1 |
httpuv |
1.5.2 |
httr |
1.4.1 |
hwriter |
1.3.2 |
hwriterPlus |
1.0 - 3 |
ini |
0.3.1 |
不小 |
0.9 9 |
迭代器 |
1.0.12 |
jsonlite |
1.6.1 |
KernSmooth |
-16 - 2.23 |
标签 |
0.3 |
晚些时候 |
1.0.0 |
晶格 |
-40 - 0.20 |
熔岩 |
1.6.6 |
lazyeval |
0.2.2 |
生命周期 |
0.1.0 |
的小 |
0.3.9 |
lme4 |
-21 - 1.1 |
lubridate |
1.7.4 |
magrittr |
1．5 |
mapproj |
1.2.7 |
地图 |
3.3.0 |
maptools |
0.9 9 |
质量 |
7.3 - -51.5 |
矩阵 |
-18 - 1.2 |
MatrixModels |
0.4 - 1 |
memoise |
1.1.0 |
方法 |
3.6.3 |
mgcv |
-31 - 1.8 |
mime |
0.9 |
minqa |
1.2.4 |
ModelMetrics |
1.2.2.1 |
孟塞尔 |
0.5.0 |
mvtnorm |
1.1 0 |
nlme |
-144 - 3.1 |
nloptr |
1.2.1 " |
nnet |
-13 - 7.3 |
numDeriv |
2016.8 - -1.1 |
openssl |
1.4.1 |
openxlsx |
4.1.4 |
平行 |
3.6.3 |
pbkrtest |
0.4 - -8.6 |
支柱 |
3 |
pkgbuild |
1.0.6 |
pkgconfig |
2.0.3 |
pkgKitten |
0.1.5 |
pkgload |
1.0.2中 |
plogr |
0.2.0 |
plyr |
1.8.5 |
赞美 |
1.0.0 |
prettyunits |
1.1.1 |
pROC |
1.16.1 |
processx |
3.4.2 |
prodlim |
2019.11.13 |
进步 |
1.2.2 |
承诺 |
1.1.0 |
原型 |
1.0.0 |
ps |
1.3.2 |
purrr |
0.3.3 |
quantreg |
5.54 |
R.methodsS3 |
1.8.0 |
R.oo |
1.23.0 |
R.utils |
2.9.2 |
r2d3 |
0.2.3 |
R6 |
2.4.1 |
randomForest |
-14 - 4.6 |
rappdirs |
0.3.1 |
rcmdcheck |
1.3.3 |
RColorBrewer |
1.1 - 2 |
Rcpp |
1.0.3 |
RcppEigen |
0.3.3.7.0 |
RCurl |
1.98 - -1.1 |
readr |
1.3.1 |
readxl |
1.3.1 |
食谱 |
0.1.9 |
复赛 |
1.0.1 |
遥控器 |
2.1.1 |
reshape2 |
3 |
雷克斯 |
1.1.2 |
里约热内卢 |
0.5.16 |
rlang |
0.4.4 |
RODBC |
-16 - 1.3 |
roxygen2 |
7.0.2 |
rpart |
-15 - 4.1 |
rprojroot |
1.3 - 2 |
Rserve |
1.8 6 |
RSQLite |
2.2.0 |
rstudioapi |
0.11 |
rversions |
2.0.1 |
尺度 |
1.1.0 |
sessioninfo |
1.1.1 |
形状 |
1.4.4 |
闪亮的 |
1.4.0 |
sourcetools |
0.1.7 |
sp |
1.4 0 |
sparklyr |
1.1.0 |
SparkR |
2.4.5 |
SparseM |
1.78 |
空间 |
-11 - 7.3 |
样条函数 |
3.6.3 |
sqldf |
-11 - 0.4 |
SQUAREM |
2020.2 |
statmod |
1.4.34 |
统计数据 |
3.6.3 |
stats4 |
3.6.3 |
stringi |
1.4.6 |
stringr |
1.4.0 |
生存 |
2.44 - -1.1 |
sys |
3．3 |
tcltk |
3.6.3 |
TeachingDemos |
2.10 |
testthat |
2.3.1 |
宠物猫 |
2.1.3 |
tidyr |
1.0.2中 |
tidyselect |
1.0.0 |
timeDate |
3043.102 |
工具 |
3.6.3 |
usethis |
1.5.1 |
use utf8 |
1.1.4 |
跑龙套 |
3.6.3 |
vctrs |
0.2.3 |
viridisLite |
0.3.0 |
晶须 |
0.4 |
withr |
2.1.2 |
xml2 |
1.2.2 |
xopen |
1.0.0 |
xtable |
1.8 - 4 |
yaml |
2.2.1 |
邮政编码 |
2.0.4 |
安装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 |
1.8.10 |
com.amazonaws |
aws-java-sdk-autoscaling |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudformation |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudfront |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudhsm |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudsearch |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudtrail |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudwatch |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudwatchmetrics |
1.11.595 |
com.amazonaws |
aws-java-sdk-codedeploy |
1.11.595 |
com.amazonaws |
aws-java-sdk-cognitoidentity |
1.11.595 |
com.amazonaws |
aws-java-sdk-cognitosync |
1.11.595 |
com.amazonaws |
aws-java-sdk-config |
1.11.595 |
com.amazonaws |
aws-java-sdk-core |
1.11.595 |
com.amazonaws |
aws-java-sdk-datapipeline |
1.11.595 |
com.amazonaws |
aws-java-sdk-directconnect |
1.11.595 |
com.amazonaws |
aws-java-sdk-directory |
1.11.595 |
com.amazonaws |
aws-java-sdk-dynamodb |
1.11.595 |
com.amazonaws |
aws-java-sdk-ec2 |
1.11.595 |
com.amazonaws |
aws-java-sdk-ecs |
1.11.595 |
com.amazonaws |
aws-java-sdk-efs |
1.11.595 |
com.amazonaws |
aws-java-sdk-elasticache |
1.11.595 |
com.amazonaws |
aws-java-sdk-elasticbeanstalk |
1.11.595 |
com.amazonaws |
aws-java-sdk-elasticloadbalancing |
1.11.595 |
com.amazonaws |
aws-java-sdk-elastictranscoder |
1.11.595 |
com.amazonaws |
aws-java-sdk-emr |
1.11.595 |
com.amazonaws |
aws-java-sdk-glacier |
1.11.595 |
com.amazonaws |
aws-java-sdk-glue |
1.11.595 |
com.amazonaws |
aws-java-sdk-iam |
1.11.595 |
com.amazonaws |
aws-java-sdk-importexport |
1.11.595 |
com.amazonaws |
aws-java-sdk-kinesis |
1.11.595 |
com.amazonaws |
aws-java-sdk-kms |
1.11.595 |
com.amazonaws |
aws-java-sdk-lambda |
1.11.595 |
com.amazonaws |
aws-java-sdk-logs |
1.11.595 |
com.amazonaws |
aws-java-sdk-machinelearning |
1.11.595 |
com.amazonaws |
aws-java-sdk-opsworks |
1.11.595 |
com.amazonaws |
aws-java-sdk-rds |
1.11.595 |
com.amazonaws |
aws-java-sdk-redshift |
1.11.595 |
com.amazonaws |
aws-java-sdk-route53 |
1.11.595 |
com.amazonaws |
aws-java-sdk-s3 |
1.11.595 |
com.amazonaws |
aws-java-sdk-ses |
1.11.595 |
com.amazonaws |
aws-java-sdk-simpledb |
1.11.595 |
com.amazonaws |
aws-java-sdk-simpleworkflow |
1.11.595 |
com.amazonaws |
aws-java-sdk-sns |
1.11.595 |
com.amazonaws |
aws-java-sdk-sqs |
1.11.595 |
com.amazonaws |
aws-java-sdk-ssm |
1.11.595 |
com.amazonaws |
aws-java-sdk-storagegateway |
1.11.595 |
com.amazonaws |
aws-java-sdk-sts |
1.11.595 |
com.amazonaws |
aws-java-sdk-support |
1.11.595 |
com.amazonaws |
aws-java-sdk-swf-libraries |
1.11.22 |
com.amazonaws |
aws-java-sdk-workspaces |
1.11.595 |
com.amazonaws |
jmespath-java |
1.11.595 |
com.carrotsearch |
hppc |
0.7.2 |
com.chuusai |
shapeless_2.11 |
2.3.2 |
com.clearspring.analytics |
流 |
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 |
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 |
2.6.7.3 |
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.luben |
zstd-jni |
1.3.2-2 |
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.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存储 |
7.0.0 |
com.microsoft.sqlserver |
mssql-jdbc |
6.2.2.jre8 |
com.ning |
compress-lzf |
1.0.3 |
com.sun.mail |
javax.mail |
1.5.2 |
com.thoughtworks.paranamer |
paranamer |
2.8 |
com.trueaccord.lenses |
lenses_2.11 |
0.3 |
com.twitter |
chill-java |
0.9.3 |
com.twitter |
chill_2.11 |
0.9.3 |
com.twitter |
parquet-hadoop-bundle |
1.6.0 |
com.twitter |
util-app_2.11 |
6.23.0 |
com.twitter |
util-core_2.11 |
6.23.0 |
com.twitter |
util-jvm_2.11 |
6.23.0 |
com.typesafe |
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 |
2.7.3 |
com.vlkan |
flatbuffers |
1.2.0-3f79e055 |
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 |
通用日志 |
通用日志 |
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 |
网状的 |
3.9.9.Final |
io.netty |
netty-all |
4.1.42.Final |
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 |
2.14.6 |
joda-time |
joda-time |
2.9.3 |
junit |
junit |
4.12 |
log4j |
apache-log4j-extras |
1.2.17 |
log4j |
log4j |
1.2.17 |
net.hydromatic |
eigenbase-properties |
1.1.5 |
net.razorvine |
地幔岩 |
4.13 |
net.sf.jpam |
jpam |
1．1 |
net.sf.opencsv |
opencsv |
2．3 |
net.sf.supercsv |
super-csv |
2.2.0 |
net.snowflake |
snowflake-ingest-sdk |
0.9.6 |
net.snowflake |
snowflake-jdbc |
3.12.0 |
net.snowflake |
spark-snowflake_2.11 |
2.5.9-spark_2.4 |
net.sourceforge.f2j |
arpack_combined_all |
0．1 |
org.acplt |
oncrpc |
1.0.7 |
org.antlr |
ST4 |
4.0.4 |
org.antlr |
antlr-runtime |
3.4 |
org.antlr |
antlr4-runtime |
4．7 |
org.antlr |
stringtemplate |
3.2.1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 |
0.10.0 |
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 |
德比 |
10.12.1.1 |
org.apache.directory.api |
api-asn1-api |
1.0.0-M20 |
org.apache.directory.api |
api-util |
1.0.0-M20 |
org.apache.directory.server |
apacheds-i18n |
2.0.0-M15 |
org.apache.directory.server |
apacheds-kerberos-codec |
2.0.0-M15 |
org.apache.hadoop |
hadoop-annotations |
2.7.3 |
org.apache.hadoop |
hadoop-auth |
2.7.3 |
org.apache.hadoop |
hadoop-client |
2.7.3 |
org.apache.hadoop |
hadoop-common |
2.7.3 |
org.apache.hadoop |
hadoop-hdfs |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-app |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-common |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-core |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-jobclient |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-shuffle |
2.7.3 |
org.apache.hadoop |
hadoop-yarn-api |
2.7.3 |
org.apache.hadoop |
hadoop-yarn-client |
2.7.3 |
org.apache.hadoop |
hadoop-yarn-common |
2.7.3 |
org.apache.hadoop |
hadoop-yarn-server-common |
2.7.3 |
org.apache.htrace |
htrace-core |
3.1.0-incubating |
org.apache.httpcomponents |
httpclient |
4.5.6 |
org.apache.httpcomponents |
httpcore |
4.4.10 |
org.apache.ivy |
艾薇 |
测试盒框 |
org.apache.orc |
orc-core-nohive |
1.5.5 |
org.apache.orc |
orc-mapreduce-nohive |
1.5.5 |
org.apache.orc |
orc-shims |
1.5.5 |
org.apache.parquet |
parquet-column |
1.10.1.2-databricks4 |
org.apache.parquet |
parquet-common |
1.10.1.2-databricks4 |
org.apache.parquet |
parquet-encoding |
1.10.1.2-databricks4 |
org.apache.parquet |
parquet-format |
测试盒框 |
org.apache.parquet |
parquet-hadoop |
1.10.1.2-databricks4 |
org.apache.parquet |
parquet-jackson |
1.10.1.2-databricks4 |
org.apache.thrift |
libfb303 |
0.9.3 |
org.apache.thrift |
libthrift |
0.9.3 |
org.apache.xbean |
xbean-asm6-shaded |
4.8 |
org.apache.zookeeper |
动物园管理员 |
3.4.6 |
org.codehaus.jackson |
jackson-core-asl |
1.9.13 |
org.codehaus.jackson |
jackson-jaxrs |
1.9.13 |
org.codehaus.jackson |
jackson-mapper-asl |
1.9.13 |
org.codehaus.jackson |
jackson-xc |
1.9.13 |
org.codehaus.janino |
commons-compiler |
3.0.10 |
org.codehaus.janino |
janino |
3.0.10 |
org.datanucleus |
datanucleus-api-jdo |
3.2.6 |
org.datanucleus |
datanucleus-core |
3.2.10 |
org.datanucleus |
datanucleus-rdbms |
3.2.9 |
org.eclipse.jetty |
jetty-client |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-continuation |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-http |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-io |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-jndi |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-plus |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-proxy |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-security |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty服务器 |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty servlet |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-servlets |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-util |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-webapp |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-xml |
9.3.27.v20190418 |
org.fusesource.leveldbjni |
leveldbjni-all |
1．8 |
org.glassfish.hk2 |
hk2-api |
2.4.0-b34 |
org.glassfish.hk2 |
hk2-locator |
2.4.0-b34 |
org.glassfish.hk2 |
hk2-utils |
2.4.0-b34 |
org.glassfish.hk2 |
osgi-resource-locator |
1.0.1 |
org.glassfish.hk2.external |
aopalliance-repackaged |
2.4.0-b34 |
org.glassfish.hk2.external |
javax.inject |
2.4.0-b34 |
org.glassfish.jersey.bundles.repackaged |
jersey-guava |
2.22.2 |
org.glassfish.jersey.containers |
jersey-container-servlet |
2.22.2 |
org.glassfish.jersey.containers |
jersey-container-servlet-core |
2.22.2 |
org.glassfish.jersey.core |
jersey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.hamcrest |
hamcrest-core |
1.3 |
org.hamcrest |
hamcrest-library |
1.3 |
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.json4s |
json4s-ast_2.11 |
3.5.3 |
org.json4s |
json4s-core_2.11 |
3.5.3 |
org.json4s |
json4s-jackson_2.11 |
3.5.3 |
org.json4s |
json4s-scalap_2.11 |
3.5.3 |
org.lz4 |
lz4-java |
1.4.0 |
org.mariadb.jdbc |
mariadb-java-client |
2.1.2 |
org.mockito |
mockito-core |
1.10.19 |
org.objenesis |
objenesis |
2.5.1 |
org.postgresql |
postgresql |
42.1.4 |
org.roaringbitmap |
RoaringBitmap |
0.7.45 |
org.roaringbitmap |
垫片 |
0.7.45 |
org.rocksdb |
rocksdbjni |
6.2.2 |
org.rosuda.REngine |
REngine |
魅惑 |
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 |
测试界面 |
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 |
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 |
1．5 |
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 |
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 |