Databricks Runtime 5.2(不受支持)Databricks Runtime 5.2 (Unsupported)

Databricks 于 2019 年 1 月发布了此映像。Databricks released this image in January 2019.

以下发行说明提供了由 Apache Spark 支持的 Databricks Runtime 5.2 的相关信息。The following release notes provide information about Databricks Runtime 5.2, powered by Apache Spark.

新增功能New features

Databricks 顾问Databricks Advisor

Databricks 顾问会自动分析命令,并显示建议通知来帮助你提高性能。Databricks Advisor automatically analyzes commands and displays advice notices to assist you in improving performance.

Databricks 顾问Databricks Advisor

请参阅 Databricks 顾问See Databricks Advisor.

Delta Lake 功能Delta Lake features

此 Databricks Runtime 版本添加了以下新的 Delta Lake 功能:This Databricks Runtime version adds the following new Delta Lake features:

  • 快速 Parquet 导入 允许将 Parquet 文件导入到 Delta 表中,而无需复制数据。Fast Parquet import allows you to import Parquet files into a Delta table without copying data. 此功能可以更轻松地转换现有的 Parquet 表以及将管道迁移到 Delta。This feature makes it easier to convert existing Parquet tables and migrate pipelines to Delta. 请参阅转换为 Delta(Azure Databricks 上的 Delta Lake)See Convert To Delta (Delta Lake on Azure Databricks).

  • 按时间顺序查看 添加了使用时间戳字符串或版本、使用 SQL 语法以及时间戳表达式的 DataFrameReader 选项来查询表快照的功能。Time travel adds the ability to query a snapshot of a table using a timestamp string or a version, using SQL syntax as well as DataFrameReader options for timestamp expressions. 这是一个很好的工具,适用于:This is a great tool for:

    • 重新创建分析、报表或输出(例如,机器学习模型的输出),这对调试或审核非常有用,尤其是在受管制的领域中。Re-creating analyses, reports, or outputs (for example, the output of a machine learning model), which is useful for debugging or auditing, especially in regulated fields.
    • 编写复杂的时态查询。Writing complex temporal queries.
    • 修复数据中的错误。Fixing mistakes in your data.
    • 为针对快速变化表的一组查询提供快照隔离。Providing snapshot isolation for a set of queries for fast changing tables.

    重要

    此功能为试验性的This feature is Experimental.

    请参阅查询表的较旧快照(按时间顺序查看)选择合并到(Azure Databricks 上的 Delta Lake)See Query an older snapshot of a table (time travel), Select, and Merge Into (Delta Lake on Azure Databricks).

作用域为笔记本的库Notebook-scoped libraries

库实用工具现在支持 Azure 文件系统 URI 方案 adlabfsswasbsLibrary utilities now support the Azure file system URI schemes adl, abfss, and wasbs. 借助 Databricks 实用工具库 API,你可以使用库实用工具将 Python 库(包括 Eggs、Wheels 和 PyPI)安装到 Python 笔记本。Library utilities let you install Python libraries, including Eggs, Wheels, and PyPI, into Python notebooks using the Databricks Utilities library API.

改进Improvements

  • Delta LakeDelta Lake
    • 现在,表历史记录会显示快照版本读取,并且会显示写入到 Delta 表时使用的隔离级别。Table history now shows the snapshot version read and the isolation level used by a write to the Delta table.
    • 增加了对 ALTER TABLE SET LOCATION 的支持。Added support for ALTER TABLE SET LOCATION.
    • 添加了对 MERGE INTO Delta 表的 UPDATE 子句中的嵌套字段(例如 MERGE INTO table ON ... WHEN MATCHED THEN UPDATE SET topLevel.nestedField = ...)的支持。Added support for nested fields in UPDATE clause of MERGE INTO Delta table (for example, MERGE INTO table ON ... WHEN MATCHED THEN UPDATE SET topLevel.nestedField = ...).
  • 改进了 approx_count_distinct 聚合函数的性能。Improved performance of approx_count_distinct aggregate function.
  • 已将 Java 从 1.8.0_181 升级到 1.8.0_191。Upgraded Java from 1.8.0_181 to 1.8.0_191.
  • 已将 Janino Java 编译器从 3.0.9 升级到 3.0.10。Upgraded Janino Java compiler from 3.0.9 to 3.0.10.
  • 删除了 Java 库 com.mchange.c3p0com.mchange.mchange-commons-javaRemoved Java library com.mchange.c3p0 and com.mchange.mchange-commons-java.
  • 已将 Python 中的 setuptools 从 40.6.2 升级到了 40.6.3。Upgraded setuptools in Python frmo 40.6.2 to 40.6.3.
  • 升级了多个已安装的 R 库。Upgraded several installed R libraries. 请参阅已安装的 R 库See Installed R Libraries.

Bug 修复Bug fixes

  • 使笔记本 display() 遵守 Apache Spark 会话时区配置。Make notebook display() respect Apache Spark session timezone config.

Apache SparkApache Spark

Databricks Runtime 5.2 包括 Apache Spark 2.4.0。Databricks Runtime 5.2 includes Apache Spark 2.4.0. 此版本包括 Databricks Runtime 5.1(不受支持)中包含的所有修复和改进,以及对 Spark 进行的以下其他 bug 修复和改进:This release includes all fixes and improvements included in Databricks Runtime 5.1 (Unsupported), as well as the following additional bug fixes and improvements made to Spark:

  • [SPARK-26586][SS] 修复导致流以意外配置运行的争用情况[SPARK-26586][SS] Fix race condition that causes streams to run with unexpected confs
  • [SPARK-26267][SS] 检测到 Kafka 的错误偏移时重试 (dbr-branch-5.x)[SPARK-26267][SS] Retry when detecting incorrect offsets from Kafka (dbr-branch-5.x)
  • [SPARK-26383][CORE] 使用具有错误 URL 的 DataFrameReader.jdbc 时的 NPE[SPARK-26383][CORE] NPE when use DataFrameReader.jdbc with wrong URL
  • [SPARK-26019][PYSPARK] 允许不安全的 py4j 网关[SPARK-26019][PYSPARK] Allow insecure py4j gateways
  • [SPARK-26098][WEBUI] 在“作业”页中显示关联的 SQL 查询[SPARK-26098][WEBUI] Show associated SQL query in Job page
  • [SPARK-26402] 在不区分大小写的模式下,访问具有不同大小写的嵌套字段[SPARK-26402] Accessing nested fields with different cases in case insensitive mode
  • [SPARK-26444][WEBUI] 阶段颜色不随其状态更改[SPARK-26444][WEBUI] Stage color doesn’t change with it’s status
  • [SPARK-26426][SQL] 修复 Windows 操作系统中的 ExpresionInfo 断言错误。[SPARK-26426][SQL] fix ExpresionInfo assert error in windows operation system.
  • [SPARK-26352][SQL] 联接重新排序不应更改输出属性的顺序[SPARK-26352][SQL] join reorder should not change the order of output attributes
  • [SPARK-26422][R] 支持在 SparkR 中禁用 Hive 支持,即使使用的是 Hive 分支不支持的 Hadoop 版本[SPARK-26422][R] Support to disable Hive support in SparkR even for Hadoop versions unsupported by Hive fork
  • [SPARK-24687][CORE] 生成任务二进制文件导致致命错误时,避免作业挂起[SPARK-24687][CORE] Avoid job hanging when generate task binary causes fatal error
  • [SPARK-26366][SQL] ReplaceExceptWithFilter 应将 NULL 视为 False[SPARK-26366][SQL] ReplaceExceptWithFilter should consider NULL as False
  • [SPARK-26394][CORE] 为 Utils.timeStringAsMs 修复注释错误[SPARK-26394][CORE] Fix annotation error for Utils.timeStringAsMs
  • [SPARK-26382][CORE] 前缀比较运算符应当处理 -0.0[SPARK-26382][CORE] prefix comparator should handle -0.0
  • [SPARK-26352][SQL] 修复 branch-2.4 中缺少的 sameOutput[SPARK-26352][SQL] Fix missing sameOutput in branch-2.4
  • [SPARK-26352][SQL] 联接重新排序不应更改输出属性的顺序[SPARK-26352][SQL] join reorder should not change the order of output attributes
  • [SPARK-26316][SPARK-21052] 恢复导致性能降低的哈希联接指标[SPARK-26316][SPARK-21052] Revert hash join metrics in that causes performance degradation
  • [SPARK-26315][PYSPARK] 在 BucketedRandomProjectionLSHModel 的 approxSimilarityJoin 中,自动将阈值从整数强制转换为浮点数[SPARK-26315][PYSPARK] auto cast threshold from Integer to Float in approxSimilarityJoin of BucketedRandomProjectionLSHModel
  • [SPARK-26265][CORE] 将 freePage 置于 finally 块中[SPARK-26265][CORE] Put freePage into a finally block
  • [SPARK-26370][SQL] 为同一标识符修复高阶函数的解。[SPARK-26370][SQL] Fix resolution of higher-order function for the same identifier.
  • [SPARK-21809]更改阶段页面,以使用数据表来支持列排序和搜索[SPARK-21809]Change Stage Page to use datatables to support sorting columns and searching
  • [SPARK-26355][PYSPARK] 为 PyArrow 0.11 添加解决方法。[SPARK-26355][PYSPARK] Add a workaround for PyArrow 0.11.
  • [SPARK-26265][CORE] 修复同时锁定 BytesToBytesMap.MapIterator 和 TaskMemoryManager 时 BytesToBytesMap.MapIterator 中出现的死锁[SPARK-26265][CORE] Fix deadlock in BytesToBytesMap.MapIterator when locking both BytesToBytesMap.MapIterator and TaskMemoryManager
  • [SPARK-26327][SQL] 针对 FileSourceScanExec 指标更新的 bug 修复[SPARK-26327][SQL] Bug fix for FileSourceScanExec metrics update
  • [SPARK-26307][SQL] 修复使用 Hive serde 来 INSERT 分区表时的 CTAS。[SPARK-26307][SQL] Fix CTAS when INSERT a partitioned table using Hive serde
  • [SPARK-26233][SQL] 对十进制值进行编码时 CheckOverflow[SPARK-26233][SQL] CheckOverflow when encoding a decimal value
  • [SPARK-26119][CORE][WEBUI] 任务摘要表应当仅包含成功任务的指标[SPARK-26119][CORE][WEBUI] Task summary table should contain only successful tasks’ metrics
  • [SPARK-24423][SQL] 修复错误示例[SPARK-24423][SQL] Fix error example
  • [SPARK-25860][SQL] 尽可能将 Literal(null, _) 替换为 FalseLiteral[SPARK-25860][SQL] Replace Literal(null, _) with FalseLiteral whenever possible
  • [SPARK-26219][CORE] 应在历史记录服务器 UI 中为失败作业更新执行程序摘要[SPARK-26219][CORE] Executor summary should get updated for failure jobs in the history server UI
  • [SPARK-26226][SQL] 更新查询跟踪器以报告各个阶段的时间线[SPARK-26226][SQL] Update query tracker to report timeline for phases
  • [SPARK-26181][SQL] ColumnStatsMap 的 hasMinMaxStats 方法不正确[SPARK-26181][SQL] the hasMinMaxStats method of ColumnStatsMap is not correct
  • [SPARK-26198][SQL] 修复元数据序列化 null 值引发 NPE[SPARK-26198][SQL] Fix Metadata serialize null values throw NPE
  • [SPARK-26080][PYTHON] 在 Python 辅助角色中跳过 Windows 上的 Python 资源限制[SPARK-26080][PYTHON] Skips Python resource limit on Windows in Python worker
  • [SPARK-26241][SQL] 将 queryId 添加到 IncrementalExecution(向后移植)[SPARK-26241][SQL] Add queryId to IncrementalExecution (backport)
  • [SPARK-26201] 通过加密修复 python 广播[SPARK-26201] Fix python broadcast with encryption
  • [SPARK-26188][SQL] FileIndex:如果用户指定了架构,则不推断分区列的数据类型[SPARK-26188][SQL] FileIndex: don’t infer data types of partition columns if user specifies schema
  • [SPARK-26186][SPARK-26184][CORE] 没有为正在进行的应用程序更新上次更新时间[SPARK-26186][SPARK-26184][CORE] Last updated time is not getting updated for the Inprogress application
  • [SPARK-24341][SQL] 仅支持每行具有相同项数的 IN 子查询[SPARK-24341][SQL] Support only IN subqueries with the same number of items per row
  • [SPARK-26137][CORE] 改用 Java 系统属性“file.separator”…[SPARK-26137][CORE] Use Java system property “file.separator” inste…
  • [SPARK-26114][CORE] ExternalSorter 的 readingIterator 字段泄漏[SPARK-26114][CORE] ExternalSorter’s readingIterator field leak
  • [SPARK-25451][SPARK-26100][CORE] 聚合指标表不显示正确的任务总数[SPARK-25451][SPARK-26100][CORE] Aggregated metrics table doesn’t show the right number of the total tasks
  • [SPARK-25786][CORE] 如果 ByteBuffer.hasArray 为 false,则它将引发 Kryo 的 UnsupportedOperationException[SPARK-25786][CORE] If the ByteBuffer.hasArray is false , it will throw UnsupportedOperationException for Kryo
  • [SPARK-24553][UI] 修复不必要的 UI 重定向[SPARK-24553][UI] Fix unnecessary UI redirect
  • [SPARK-26109][WEBUI] 持续时间在任务摘要指标表和任务表中不同[SPARK-26109][WEBUI] Duration in the task summary metrics table and the task table are different
  • [SPARK-26084][SQL] 修复未解决的 AggregateExpression.references 异常[SPARK-26084][SQL] Fixes unresolved AggregateExpression.references exception
  • [SPARK-25947][SQL][BACKPORT-5.X] 通过仅选择排序列减少 ShuffleExchangeExec 中的内存使用量[SPARK-25947][SQL][BACKPORT-5.X] Reduce memory usage in ShuffleExchangeExec by selecting only the sort columns
  • [SPARK-26118][WEB UI] 引入了用于设置 HTTP requestHeaderSize 的 spark.ui.requestHeaderSize[SPARK-26118][WEB UI] Introducing spark.ui.requestHeaderSize for setting HTTP requestHeaderSize
  • [SPARK-26079][SQL] 确保 StreamingQueryListenersConfSuite 中的侦听器事件传送。[SPARK-26079][SQL] Ensure listener event delivery in StreamingQueryListenersConfSuite.
  • [SPARK-26092][SS] 使用 CheckpointFileManager 写入流式处理元数据文件[SPARK-26092][SS] Use CheckpointFileManager to write the streaming metadata file
  • [SPARK-25883][SQL] 替代 from_avro/to_avro 中的方法 prettyName[SPARK-25883][SQL] Override method prettyName in from_avro/to_avro

维护更新Maintenance updates

请参阅 Databricks Runtime 5.2 维护更新See Databricks Runtime 5.2 maintenance updates.

系统环境System environment

  • 操作系统:Ubuntu 16.04.5 LTSOperating System: Ubuntu 16.04.5 LTS
  • Java:1.8.0_191Java: 1.8.0_191
  • Scala:2.11.8Scala: 2.11.8
  • Python:2.7.12 适用于 Python 2 群集,3.5.2 适用于 Python 3 群集。Python: 2.7.12 for Python 2 clusters and 3.5.2 for Python 3 clusters. 有关详细信息,请参阅 Python 版本For details, see Python version.
  • R:R 版本 3.4.4 (2018-03-15)R: R version 3.4.4 (2018-03-15)
  • GPU 群集:安装了以下 NVIDIA GPU 库:GPU clusters: The following NVIDIA GPU libraries are installed:
    • Tesla 驱动程序 375.66Tesla driver 375.66
    • CUDA 9.0CUDA 9.0
    • cuDNN 7.0cuDNN 7.0

备注

尽管 Apache Spark 2.4 支持 Scala 2.12,但 Databricks Runtime 5.2 不支持它。Although Scala 2.12 is supported in Apache Spark 2.4, it is not supported in Databricks Runtime 5.2.

已安装的 Python 库Installed Python libraries

Library 版本Version Library 版本Version Library 版本Version
ansi2htmlansi2html 1.1.11.1.1 argparseargparse 1.2.11.2.1 backports-abcbackports-abc 0.50.5
botoboto 2.42.02.42.0 boto3boto3 1.4.11.4.1 botocorebotocore 1.4.701.4.70
brewer2mplbrewer2mpl 1.4.11.4.1 certificertifi 2016.2.282016.2.28 cfficffi 1.7.01.7.0
chardetchardet 2.3.02.3.0 coloramacolorama 0.3.70.3.7 configobjconfigobj 5.0.65.0.6
密码系统cryptography 1.51.5 cyclercycler 0.10.00.10.0 CythonCython 0.24.10.24.1
decoratordecorator 4.0.104.0.10 docutilsdocutils 0.140.14 enum34enum34 1.1.61.1.6
et-xmlfileet-xmlfile 1.0.11.0.1 freetype-pyfreetype-py 1.0.21.0.2 funcsigsfuncsigs 1.0.21.0.2
fusepyfusepy 2.0.42.0.4 Futurefutures 3.2.03.2.0 ggplotggplot 0.6.80.6.8
html5libhtml5lib 0.9990.999 idnaidna 2.12.1 ipaddressipaddress 1.0.161.0.16
ipythonipython 2.2.02.2.0 ipython-genutilsipython-genutils 0.1.00.1.0 jdcaljdcal 1.21.2
Jinja2Jinja2 2.82.8 jmespathjmespath 0.9.00.9.0 llvmlitellvmlite 0.13.00.13.0
lxmllxml 3.6.43.6.4 MarkupSafeMarkupSafe 0.230.23 matplotlibmatplotlib 1.5.31.5.3
mpld3mpld3 0.20.2 msgpack-pythonmsgpack-python 0.4.70.4.7 ndg-httpsclientndg-httpsclient 0.3.30.3.3
numbanumba 0.28.10.28.1 numpynumpy 1.11.11.11.1 openpyxlopenpyxl 2.3.22.3.2
pandaspandas 0.19.20.19.2 pathlib2pathlib2 2.1.02.1.0 patsypatsy 0.4.10.4.1
pexpectpexpect 4.0.14.0.1 picklesharepickleshare 0.7.40.7.4 PillowPillow 3.3.13.3.1
pippip 18.118.1 plyply 3.93.9 prompt-toolkitprompt-toolkit 1.0.71.0.7
psycopg2psycopg2 2.6.22.6.2 ptyprocessptyprocess 0.5.10.5.1 py4jpy4j 0.10.30.10.3
pyarrowpyarrow 0.8.00.8.0 pyasn1pyasn1 0.1.90.1.9 pycparserpycparser 2.142.14
PygmentsPygments 2.1.32.1.3 PyGObjectPyGObject 3.20.03.20.0 pyOpenSSLpyOpenSSL 16.0.016.0.0
pyparsingpyparsing 2.2.02.2.0 pypngpypng 0.0.180.0.18 PythonPython 2.7.122.7.12
python-dateutilpython-dateutil 2.5.32.5.3 python-geohashpython-geohash 0.8.50.8.5 pytzpytz 2016.6.12016.6.1
请求requests 2.11.12.11.1 s3transfers3transfer 0.1.90.1.9 scikit-learnscikit-learn 0.18.10.18.1
scipyscipy 0.18.10.18.1 scourscour 0.320.32 seabornseaborn 0.7.10.7.1
setuptoolssetuptools 40.6.340.6.3 simplejsonsimplejson 3.8.23.8.2 simples3simples3 1.01.0
singledispatchsingledispatch 3.4.0.33.4.0.3 6six 1.10.01.10.0 statsmodelsstatsmodels 0.6.10.6.1
tornadotornado 5.1.15.1.1 traitletstraitlets 4.3.04.3.0 urllib3urllib3 1.19.11.19.1
virtualenvvirtualenv 16.1.016.1.0 wcwidthwcwidth 0.1.70.1.7 wheelwheel 0.32.30.32.3
wsgirefwsgiref 0.1.20.1.2

已安装的 R 库Installed R libraries

Library 版本Version Library 版本Version Library 版本Version
abindabind 1.4-51.4-5 assertthatassertthat 0.2.00.2.0 backportsbackports 1.1.31.1.3
basebase 3.4.43.4.4 BHBH 1.66.0-11.66.0-1 bindrbindr 0.1.10.1.1
bindrcppbindrcpp 0.2.20.2.2 bitbit 1.1-141.1-14 bit64bit64 0.9-70.9-7
bitopsbitops 1.0-61.0-6 blobblob 1.1.11.1.1 bootboot 1.3-201.3-20
brewbrew 1.0-61.0-6 callrcallr 3.1.13.1.1 carcar 3.0-23.0-2
carDatacarData 3.0-23.0-2 caretcaret 6.0-816.0-81 cellrangercellranger 1.1.01.1.0
chronchron 2.3-532.3-53 classclass 7.3-147.3-14 clicli 1.0.11.0.1
cliprclipr 0.4.10.4.1 clisymbolsclisymbols 1.2.01.2.0 clustercluster 2.0.7-12.0.7-1
codetoolscodetools 0.2-150.2-15 colorspacecolorspace 1.3-21.3-2 commonmarkcommonmark 1.71.7
compilercompiler 3.4.43.4.4 crayoncrayon 1.3.41.3.4 curlcurl 3.23.2
data.tabledata.table 1.11.81.11.8 datasetsdatasets 3.4.43.4.4 DBIDBI 1.0.01.0.0
descdesc 1.2.01.2.0 devtoolsdevtools 2.0.12.0.1 digestdigest 0.6.180.6.18
doMCdoMC 1.3.51.3.5 dplyrdplyr 0.7.80.7.8 fansifansi 0.4.00.4.0
forcatsforcats 0.3.00.3.0 foreachforeach 1.4.41.4.4 foreignforeign 0.8-700.8-70
fsfs 1.2.61.2.6 gbmgbm 2.1.42.1.4 genericsgenerics 0.0.20.0.2
ggplot2ggplot2 3.1.03.1.0 ghgh 1.0.11.0.1 git2rgit2r 0.23.00.23.0
glmnetglmnet 2.0-162.0-16 glueglue 1.3.01.3.0 gowergower 0.1.20.1.2
graphicsgraphics 3.4.43.4.4 grDevicesgrDevices 3.4.43.4.4 gridgrid 3.4.43.4.4
gridExtragridExtra 2.32.3 gsubfngsubfn 0.70.7 gtablegtable 0.2.00.2.0
h2oh2o 3.20.0.83.20.0.8 havenhaven 2.0.02.0.0 hmshms 0.4.20.4.2
httrhttr 1.4.01.4.0 hwriterhwriter 1.3.21.3.2 hwriterPlushwriterPlus 1.0-31.0-3
iniini 0.3.10.3.1 ipredipred 0.9-80.9-8 iteratorsiterators 1.0.101.0.10
jsonlitejsonlite 1.61.6 KernSmoothKernSmooth 2.23-152.23-15 labelinglabeling 0.30.3
latticelattice 0.20-380.20-38 lavalava 1.6.41.6.4 lazyevallazyeval 0.2.10.2.1
littlerlittler 0.3.50.3.5 lme4lme4 1.1-191.1-19 lubridatelubridate 1.7.41.7.4
magrittrmagrittr 1.51.5 mapprojmapproj 1.2.61.2.6 mapsmaps 3.3.03.3.0
maptoolsmaptools 0.9-40.9-4 MASSMASS 7.3-507.3-50 矩阵Matrix 1.2-141.2-14
MatrixModelsMatrixModels 0.4-10.4-1 memoisememoise 1.1.01.1.0 methodsmethods 3.4.43.4.4
mgcvmgcv 1.8-251.8-25 mimemime 0.60.6 minqaminqa 1.2.41.2.4
ModelMetricsModelMetrics 1.2.21.2.2 munsellmunsell 0.5.00.5.0 mvtnormmvtnorm 1.0-81.0-8
nlmenlme 3.1-1373.1-137 nloptrnloptr 1.2.11.2.1 nnetnnet 7.3-127.3-12
numDerivnumDeriv 2016.8-12016.8-1 opensslopenssl 1.11.1 openxlsxopenxlsx 4.1.04.1.0
parallelparallel 3.4.43.4.4 pbkrtestpbkrtest 0.4-70.4-7 pillarpillar 1.3.11.3.1
pkgbuildpkgbuild 1.0.21.0.2 pkgconfigpkgconfig 2.0.22.0.2 pkgKittenpkgKitten 0.1.40.1.4
pkgloadpkgload 1.0.21.0.2 plogrplogr 0.2.00.2.0 plyrplyr 1.8.41.8.4
praisepraise 1.0.01.0.0 prettyunitsprettyunits 1.0.21.0.2 pROCpROC 1.13.01.13.0
processxprocessx 3.2.13.2.1 prodlimprodlim 2018.04.182018.04.18 进度progress 1.2.01.2.0
protoproto 1.0.01.0.0 psps 1.3.01.3.0 purrrpurrr 0.2.50.2.5
quantregquantreg 5.385.38 R.methodsS3R.methodsS3 1.7.11.7.1 R.ooR.oo 1.22.01.22.0
R.utilsR.utils 2.7.02.7.0 R6R6 2.3.02.3.0 randomForestrandomForest 4.6-144.6-14
rcmdcheckrcmdcheck 1.3.21.3.2 RColorBrewerRColorBrewer 1.1-21.1-2 RcppRcpp 1.0.01.0.0
RcppEigenRcppEigen 0.3.3.5.00.3.3.5.0 RcppRollRcppRoll 0.3.00.3.0 RCurlRCurl 1.95-4.111.95-4.11
readrreadr 1.3.11.3.1 readxlreadxl 1.2.01.2.0 recipesrecipes 0.1.40.1.4
rematchrematch 1.0.11.0.1 remotesremotes 2.0.22.0.2 reshape2reshape2 1.4.31.4.3
riorio 0.5.160.5.16 rlangrlang 0.3.0.10.3.0.1 RODBCRODBC 1.3-151.3-15
roxygen2roxygen2 6.1.16.1.1 rpartrpart 4.1-134.1-13 rprojrootrprojroot 1.3-21.3-2
RserveRserve 1.7-31.7-3 RSQLiteRSQLite 2.1.12.1.1 rstudioapirstudioapi 0.80.8
scalesscales 1.0.01.0.0 sessioninfosessioninfo 1.1.11.1.1 spsp 1.3-11.3-1
SparkRSparkR 2.4.02.4.0 SparseMSparseM 1.771.77 spatialspatial 7.3-117.3-11
splinessplines 3.4.43.4.4 sqldfsqldf 0.4-110.4-11 SQUAREMSQUAREM 2017.10-12017.10-1
statmodstatmod 1.4.301.4.30 statsstats 3.4.43.4.4 stats4stats4 3.4.43.4.4
stringistringi 1.2.41.2.4 stringrstringr 1.3.11.3.1 survivalsurvival 2.43-32.43-3
tcltktcltk 3.4.43.4.4 TeachingDemosTeachingDemos 2.102.10 testthattestthat 2.0.12.0.1
tibbletibble 1.4.21.4.2 tidyrtidyr 0.8.20.8.2 tidyselecttidyselect 0.2.50.2.5
timeDatetimeDate 3043.1023043.102 toolstools 3.4.43.4.4 usethisusethis 1.4.01.4.0
utf8utf8 1.1.41.1.4 utilsutils 3.4.43.4.4 viridisLiteviridisLite 0.3.00.3.0
whiskerwhisker 0.3-20.3-2 withrwithr 2.1.22.1.2 xml2xml2 1.2.01.2.0
xopenxopen 1.0.01.0.0 zipzip 1.0.01.0.0

已安装的 Java 库和 Scala 库(Scala 2.11 群集版本) Installed Java and Scala libraries (Scala 2.11 cluster version)

组 IDGroup ID 项目 IDArtifact ID 版本Version
antlrantlr antlrantlr 2.7.72.7.7
com.amazonawscom.amazonaws amazon-kinesis-clientamazon-kinesis-client 1.8.101.8.10
com.amazonawscom.amazonaws aws-java-sdk-autoscalingaws-java-sdk-autoscaling 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cloudformationaws-java-sdk-cloudformation 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cloudfrontaws-java-sdk-cloudfront 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cloudhsmaws-java-sdk-cloudhsm 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cloudsearchaws-java-sdk-cloudsearch 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cloudtrailaws-java-sdk-cloudtrail 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cloudwatchaws-java-sdk-cloudwatch 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cloudwatchmetricsaws-java-sdk-cloudwatchmetrics 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-codedeployaws-java-sdk-codedeploy 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cognitoidentityaws-java-sdk-cognitoidentity 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-cognitosyncaws-java-sdk-cognitosync 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-configaws-java-sdk-config 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-coreaws-java-sdk-core 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-datapipelineaws-java-sdk-datapipeline 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-directconnectaws-java-sdk-directconnect 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-directoryaws-java-sdk-directory 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-dynamodbaws-java-sdk-dynamodb 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-ec2aws-java-sdk-ec2 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-ecsaws-java-sdk-ecs 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-efsaws-java-sdk-efs 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-elasticacheaws-java-sdk-elasticache 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-elasticbeanstalkaws-java-sdk-elasticbeanstalk 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-elasticloadbalancingaws-java-sdk-elasticloadbalancing 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-elastictranscoderaws-java-sdk-elastictranscoder 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-emraws-java-sdk-emr 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-glacieraws-java-sdk-glacier 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-iamaws-java-sdk-iam 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-importexportaws-java-sdk-importexport 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-kinesisaws-java-sdk-kinesis 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-kmsaws-java-sdk-kms 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-lambdaaws-java-sdk-lambda 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-logsaws-java-sdk-logs 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-machinelearningaws-java-sdk-machinelearning 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-opsworksaws-java-sdk-opsworks 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-rdsaws-java-sdk-rds 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-redshiftaws-java-sdk-redshift 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-route53aws-java-sdk-route53 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-s3aws-java-sdk-s3 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-sesaws-java-sdk-ses 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-simpledbaws-java-sdk-simpledb 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-simpleworkflowaws-java-sdk-simpleworkflow 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-snsaws-java-sdk-sns 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-sqsaws-java-sdk-sqs 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-ssmaws-java-sdk-ssm 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-storagegatewayaws-java-sdk-storagegateway 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-stsaws-java-sdk-sts 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-supportaws-java-sdk-support 1.11.3131.11.313
com.amazonawscom.amazonaws aws-java-sdk-swf-librariesaws-java-sdk-swf-libraries 1.11.221.11.22
com.amazonawscom.amazonaws aws-java-sdk-workspacesaws-java-sdk-workspaces 1.11.3131.11.313
com.amazonawscom.amazonaws jmespath-javajmespath-java 1.11.3131.11.313
com.carrotsearchcom.carrotsearch hppchppc 0.7.20.7.2
com.chuusaicom.chuusai shapeless_2.11shapeless_2.11 2.3.22.3.2
com.clearspring.analyticscom.clearspring.analytics 流 (stream)stream 2.7.02.7.0
com.databrickscom.databricks RserveRserve 1.8-31.8-3
com.databrickscom.databricks dbml-local_2.11dbml-local_2.11 0.5.0-db8-spark2.40.5.0-db8-spark2.4
com.databrickscom.databricks dbml-local_2.11-testsdbml-local_2.11-tests 0.5.0-db8-spark2.40.5.0-db8-spark2.4
com.databrickscom.databricks jets3tjets3t 0.7.1-00.7.1-0
com.databricks.scalapbcom.databricks.scalapb compilerplugin_2.11compilerplugin_2.11 0.4.15-90.4.15-9
com.databricks.scalapbcom.databricks.scalapb scalapb-runtime_2.11scalapb-runtime_2.11 0.4.15-90.4.15-9
com.esotericsoftwarecom.esotericsoftware kryo-shadedkryo-shaded 4.0.24.0.2
com.esotericsoftwarecom.esotericsoftware minlogminlog 1.3.01.3.0
com.fasterxmlcom.fasterxml classmateclassmate 1.0.01.0.0
com.fasterxml.jackson.corecom.fasterxml.jackson.core jackson-annotationsjackson-annotations 2.6.72.6.7
com.fasterxml.jackson.corecom.fasterxml.jackson.core jackson-corejackson-core 2.6.72.6.7
com.fasterxml.jackson.corecom.fasterxml.jackson.core jackson-databindjackson-databind 2.6.7.12.6.7.1
com.fasterxml.jackson.dataformatcom.fasterxml.jackson.dataformat jackson-dataformat-cborjackson-dataformat-cbor 2.6.72.6.7
com.fasterxml.jackson.datatypecom.fasterxml.jackson.datatype jackson-datatype-jodajackson-datatype-joda 2.6.72.6.7
com.fasterxml.jackson.modulecom.fasterxml.jackson.module jackson-module-paranamerjackson-module-paranamer 2.6.72.6.7
com.fasterxml.jackson.modulecom.fasterxml.jackson.module jackson-module-scala_2.11jackson-module-scala_2.11 2.6.7.12.6.7.1
com.github.fommilcom.github.fommil jniloaderjniloader 1.11.1
com.github.fommil.netlibcom.github.fommil.netlib corecore 1.1.21.1.2
com.github.fommil.netlibcom.github.fommil.netlib native_ref-javanative_ref-java 1.11.1
com.github.fommil.netlibcom.github.fommil.netlib native_ref-java-nativesnative_ref-java-natives 1.11.1
com.github.fommil.netlibcom.github.fommil.netlib native_system-javanative_system-java 1.11.1
com.github.fommil.netlibcom.github.fommil.netlib native_system-java-nativesnative_system-java-natives 1.11.1
com.github.fommil.netlibcom.github.fommil.netlib netlib-native_ref-linux-x86_64-nativesnetlib-native_ref-linux-x86_64-natives 1.11.1
com.github.fommil.netlibcom.github.fommil.netlib netlib-native_system-linux-x86_64-nativesnetlib-native_system-linux-x86_64-natives 1.11.1
com.github.lubencom.github.luben zstd-jnizstd-jni 1.3.2-21.3.2-2
com.github.rwlcom.github.rwl jtransformsjtransforms 2.4.02.4.0
com.google.code.findbugscom.google.code.findbugs jsr305jsr305 2.0.12.0.1
com.google.code.gsoncom.google.code.gson gsongson 2.2.42.2.4
com.google.guavacom.google.guava guavaguava 15.015.0
com.google.protobufcom.google.protobuf protobuf-javaprotobuf-java 2.6.12.6.1
com.googlecode.javaewahcom.googlecode.javaewah JavaEWAHJavaEWAH 0.3.20.3.2
com.h2databasecom.h2database h2h2 1.3.1741.3.174
com.jcraftcom.jcraft jschjsch 0.1.500.1.50
com.jolboxcom.jolbox bonecpbonecp 0.8.0.RELEASE0.8.0.RELEASE
com.microsoft.azurecom.microsoft.azure azure-data-lake-store-sdkazure-data-lake-store-sdk 2.2.82.2.8
com.microsoft.sqlservercom.microsoft.sqlserver mssql-jdbcmssql-jdbc 6.2.2.jre86.2.2.jre8
com.ningcom.ning compress-lzfcompress-lzf 1.0.31.0.3
com.sun.mailcom.sun.mail javax.mailjavax.mail 1.5.21.5.2
com.thoughtworks.paranamercom.thoughtworks.paranamer paranamerparanamer 2.82.8
com.trueaccord.lensescom.trueaccord.lenses lenses_2.11lenses_2.11 0.30.3
com.twittercom.twitter chill-javachill-java 0.9.30.9.3
com.twittercom.twitter chill_2.11chill_2.11 0.9.30.9.3
com.twittercom.twitter parquet-hadoop-bundleparquet-hadoop-bundle 1.6.01.6.0
com.twittercom.twitter util-app_2.11util-app_2.11 6.23.06.23.0
com.twittercom.twitter util-core_2.11util-core_2.11 6.23.06.23.0
com.twittercom.twitter util-jvm_2.11util-jvm_2.11 6.23.06.23.0
com.typesafecom.typesafe configconfig 1.2.11.2.1
com.typesafe.scala-loggingcom.typesafe.scala-logging scala-logging-api_2.11scala-logging-api_2.11 2.1.22.1.2
com.typesafe.scala-loggingcom.typesafe.scala-logging scala-logging-slf4j_2.11scala-logging-slf4j_2.11 2.1.22.1.2
com.univocitycom.univocity univocity-parsersunivocity-parsers 2.7.32.7.3
com.vlkancom.vlkan flatbuffersflatbuffers 1.2.0-3f79e0551.2.0-3f79e055
com.zaxxercom.zaxxer HikariCPHikariCP 3.1.03.1.0
commons-beanutilscommons-beanutils commons-beanutilscommons-beanutils 1.7.01.7.0
commons-beanutilscommons-beanutils commons-beanutils-corecommons-beanutils-core 1.8.01.8.0
commons-clicommons-cli commons-clicommons-cli 1.21.2
commons-codeccommons-codec commons-codeccommons-codec 1.101.10
commons-collectionscommons-collections commons-collectionscommons-collections 3.2.23.2.2
commons-configurationcommons-configuration commons-configurationcommons-configuration 1.61.6
commons-dbcpcommons-dbcp commons-dbcpcommons-dbcp 1.41.4
commons-digestercommons-digester commons-digestercommons-digester 1.81.8
commons-httpclientcommons-httpclient commons-httpclientcommons-httpclient 3.13.1
commons-iocommons-io commons-iocommons-io 2.42.4
commons-langcommons-lang commons-langcommons-lang 2.62.6
commons-loggingcommons-logging commons-loggingcommons-logging 1.1.31.1.3
commons-netcommons-net commons-netcommons-net 3.13.1
commons-poolcommons-pool commons-poolcommons-pool 1.5.41.5.4
info.ganglia.gmetric4jinfo.ganglia.gmetric4j gmetric4jgmetric4j 1.0.71.0.7
io.airliftio.airlift aircompressoraircompressor 0.100.10
io.dropwizard.metricsio.dropwizard.metrics metrics-coremetrics-core 3.1.53.1.5
io.dropwizard.metricsio.dropwizard.metrics metrics-gangliametrics-ganglia 3.1.53.1.5
io.dropwizard.metricsio.dropwizard.metrics metrics-graphitemetrics-graphite 3.1.53.1.5
io.dropwizard.metricsio.dropwizard.metrics metrics-healthchecksmetrics-healthchecks 3.1.53.1.5
io.dropwizard.metricsio.dropwizard.metrics metrics-jetty9metrics-jetty9 3.1.53.1.5
io.dropwizard.metricsio.dropwizard.metrics metrics-jsonmetrics-json 3.1.53.1.5
io.dropwizard.metricsio.dropwizard.metrics metrics-jvmmetrics-jvm 3.1.53.1.5
io.dropwizard.metricsio.dropwizard.metrics metrics-log4jmetrics-log4j 3.1.53.1.5
io.dropwizard.metricsio.dropwizard.metrics metrics-servletsmetrics-servlets 3.1.53.1.5
io.nettyio.netty nettynetty 3.9.9.Final3.9.9.Final
io.nettyio.netty netty-allnetty-all 4.1.17.Final4.1.17.Final
io.prometheusio.prometheus simpleclientsimpleclient 0.0.160.0.16
io.prometheusio.prometheus simpleclient_commonsimpleclient_common 0.0.160.0.16
io.prometheusio.prometheus simpleclient_dropwizardsimpleclient_dropwizard 0.0.160.0.16
io.prometheusio.prometheus simpleclient_servletsimpleclient_servlet 0.0.160.0.16
io.prometheus.jmxio.prometheus.jmx 收集器collector 0.70.7
javax.activationjavax.activation activationactivation 1.1.11.1.1
javax.annotationjavax.annotation javax.annotation-apijavax.annotation-api 1.21.2
javax.eljavax.el javax.el-apijavax.el-api 2.2.42.2.4
javax.jdojavax.jdo jdo-apijdo-api 3.0.13.0.1
javax.servletjavax.servlet javax.servlet-apijavax.servlet-api 3.1.03.1.0
javax.servlet.jspjavax.servlet.jsp jsp-apijsp-api 2.12.1
javax.transactionjavax.transaction jtajta 1.11.1
javax.validationjavax.validation validation-apivalidation-api 1.1.0.Final1.1.0.Final
javax.ws.rsjavax.ws.rs javax.ws.rs-apijavax.ws.rs-api 2.0.12.0.1
javax.xml.bindjavax.xml.bind jaxb-apijaxb-api 2.2.22.2.2
javax.xml.streamjavax.xml.stream stax-apistax-api 1.0-21.0-2
javolutionjavolution javolutionjavolution 5.5.15.5.1
jlinejline jlinejline 2.112.11
joda-timejoda-time joda-timejoda-time 2.9.32.9.3
log4jlog4j apache-log4j-extrasapache-log4j-extras 1.2.171.2.17
log4jlog4j log4jlog4j 1.2.171.2.17
net.hydromaticnet.hydromatic eigenbase-propertieseigenbase-properties 1.1.51.1.5
net.razorvinenet.razorvine pyrolitepyrolite 4.134.13
net.sf.jpamnet.sf.jpam jpamjpam 1.11.1
net.sf.opencsvnet.sf.opencsv opencsvopencsv 2.32.3
net.sf.supercsvnet.sf.supercsv super-csvsuper-csv 2.2.02.2.0
net.snowflakenet.snowflake snowflake-ingest-sdksnowflake-ingest-sdk 0.9.50.9.5
net.snowflakenet.snowflake snowflake-jdbcsnowflake-jdbc 3.6.153.6.15
net.snowflakenet.snowflake spark-snowflake_2.11spark-snowflake_2.11 2.4.10-spark_2.42.4.10-spark_2.4
net.sourceforge.f2jnet.sourceforge.f2j arpack_combined_allarpack_combined_all 0.10.1
org.acpltorg.acplt oncrpconcrpc 1.0.71.0.7
org.antlrorg.antlr ST4ST4 4.0.44.0.4
org.antlrorg.antlr antlr-runtimeantlr-runtime 3.43.4
org.antlrorg.antlr antlr4-runtimeantlr4-runtime 4.74.7
org.antlrorg.antlr stringtemplatestringtemplate 3.2.13.2.1
org.apache.antorg.apache.ant antant 1.9.21.9.2
org.apache.antorg.apache.ant ant-jschant-jsch 1.9.21.9.2
org.apache.antorg.apache.ant ant-launcherant-launcher 1.9.21.9.2
org.apache.arroworg.apache.arrow arrow-formatarrow-format 0.10.00.10.0
org.apache.arroworg.apache.arrow arrow-memoryarrow-memory 0.10.00.10.0
org.apache.arroworg.apache.arrow arrow-vectorarrow-vector 0.10.00.10.0
org.apache.avroorg.apache.avro avroavro 1.8.21.8.2
org.apache.avroorg.apache.avro avro-ipcavro-ipc 1.8.21.8.2
org.apache.avroorg.apache.avro avro-mapred-hadoop2avro-mapred-hadoop2 1.8.21.8.2
org.apache.calciteorg.apache.calcite calcite-avaticacalcite-avatica 1.2.0-incubating1.2.0-incubating
org.apache.calciteorg.apache.calcite calcite-corecalcite-core 1.2.0-incubating1.2.0-incubating
org.apache.calciteorg.apache.calcite calcite-linq4jcalcite-linq4j 1.2.0-incubating1.2.0-incubating
org.apache.commonsorg.apache.commons commons-compresscommons-compress 1.8.11.8.1
org.apache.commonsorg.apache.commons commons-cryptocommons-crypto 1.0.01.0.0
org.apache.commonsorg.apache.commons commons-lang3commons-lang3 3.53.5
org.apache.commonsorg.apache.commons commons-math3commons-math3 3.4.13.4.1
org.apache.curatororg.apache.curator curator-clientcurator-client 2.7.12.7.1
org.apache.curatororg.apache.curator curator-frameworkcurator-framework 2.7.12.7.1
org.apache.curatororg.apache.curator curator-recipescurator-recipes 2.7.12.7.1
org.apache.derbyorg.apache.derby derbyderby 10.12.1.110.12.1.1
org.apache.directory.apiorg.apache.directory.api api-asn1-apiapi-asn1-api 1.0.0-M201.0.0-M20
org.apache.directory.apiorg.apache.directory.api api-utilapi-util 1.0.0-M201.0.0-M20
org.apache.directory.serverorg.apache.directory.server apacheds-i18napacheds-i18n 2.0.0-M152.0.0-M15
org.apache.directory.serverorg.apache.directory.server apacheds-kerberos-codecapacheds-kerberos-codec 2.0.0-M152.0.0-M15
org.apache.hadooporg.apache.hadoop hadoop-annotationshadoop-annotations 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-authhadoop-auth 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-clienthadoop-client 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-commonhadoop-common 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-hdfshadoop-hdfs 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-mapreduce-client-apphadoop-mapreduce-client-app 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-mapreduce-client-commonhadoop-mapreduce-client-common 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-mapreduce-client-corehadoop-mapreduce-client-core 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-mapreduce-client-jobclienthadoop-mapreduce-client-jobclient 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-mapreduce-client-shufflehadoop-mapreduce-client-shuffle 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-yarn-apihadoop-yarn-api 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-yarn-clienthadoop-yarn-client 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-yarn-commonhadoop-yarn-common 2.7.32.7.3
org.apache.hadooporg.apache.hadoop hadoop-yarn-commonhadoop-yarn-server-common 2.7.32.7.3
org.apache.htraceorg.apache.htrace htrace-corehtrace-core 3.1.0-incubating3.1.0-incubating
org.apache.httpcomponentsorg.apache.httpcomponents httpclienthttpclient 4.5.44.5.4
org.apache.httpcomponentsorg.apache.httpcomponents httpcorehttpcore 4.4.84.4.8
org.apache.ivyorg.apache.ivy ivyivy 2.4.02.4.0
org.apache.orcorg.apache.orc orc-core-nohiveorc-core-nohive 1.5.21.5.2
org.apache.orcorg.apache.orc orc-mapreduce-nohiveorc-mapreduce-nohive 1.5.21.5.2
org.apache.orcorg.apache.orc orc-shimsorc-shims 1.5.21.5.2
org.apache.parquetorg.apache.parquet parquet-columnparquet-column 1.10.1-databricks31.10.1-databricks3
org.apache.parquetorg.apache.parquet parquet-commonparquet-common 1.10.1-databricks31.10.1-databricks3
org.apache.parquetorg.apache.parquet parquet-encodingparquet-encoding 1.10.1-databricks31.10.1-databricks3
org.apache.parquetorg.apache.parquet parquet-formatparquet-format 2.4.02.4.0
org.apache.parquetorg.apache.parquet parquet-hadoopparquet-hadoop 1.10.1-databricks31.10.1-databricks3
org.apache.parquetorg.apache.parquet parquet-jacksonparquet-jackson 1.10.1-databricks31.10.1-databricks3
org.apache.thriftorg.apache.thrift libfb303libfb303 0.9.30.9.3
org.apache.thriftorg.apache.thrift libthriftlibthrift 0.9.30.9.3
org.apache.xbeanorg.apache.xbean xbean-asm6-shadedxbean-asm6-shaded 4.84.8
org.apache.zookeeperorg.apache.zookeeper zookeeperzookeeper 3.4.63.4.6
org.codehaus.jacksonorg.codehaus.jackson jackson-core-asljackson-core-asl 1.9.131.9.13
org.codehaus.jacksonorg.codehaus.jackson jackson-jaxrsjackson-jaxrs 1.9.131.9.13
org.codehaus.jacksonorg.codehaus.jackson jackson-mapper-asljackson-mapper-asl 1.9.131.9.13
org.codehaus.jacksonorg.codehaus.jackson jackson-xcjackson-xc 1.9.131.9.13
org.codehaus.janinoorg.codehaus.janino commons-compilercommons-compiler 3.0.103.0.10
org.codehaus.janinoorg.codehaus.janino janinojanino 3.0.103.0.10
org.datanucleusorg.datanucleus datanucleus-api-jdodatanucleus-api-jdo 3.2.63.2.6
org.datanucleusorg.datanucleus datanucleus-coredatanucleus-core 3.2.103.2.10
org.datanucleusorg.datanucleus datanucleus-rdbmsdatanucleus-rdbms 3.2.93.2.9
org.eclipse.jettyorg.eclipse.jetty jetty-clientjetty-client 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-continuationjetty-continuation 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-httpjetty-http 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-iojetty-io 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-jndijetty-jndi 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-plusjetty-plus 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-proxyjetty-proxy 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-securityjetty-security 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-serverjetty-server 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-servletjetty-servlet 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-servletsjetty-servlets 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-utiljetty-util 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-webappjetty-webapp 9.3.20.v201705319.3.20.v20170531
org.eclipse.jettyorg.eclipse.jetty jetty-xmljetty-xml 9.3.20.v201705319.3.20.v20170531
org.fusesource.leveldbjniorg.fusesource.leveldbjni leveldbjni-allleveldbjni-all 1.81.8
org.glassfish.hk2org.glassfish.hk2 hk2-apihk2-api 2.4.0-b342.4.0-b34
org.glassfish.hk2org.glassfish.hk2 hk2-locatorhk2-locator 2.4.0-b342.4.0-b34
org.glassfish.hk2org.glassfish.hk2 hk2-utilshk2-utils 2.4.0-b342.4.0-b34
org.glassfish.hk2org.glassfish.hk2 osgi-resource-locatorosgi-resource-locator 1.0.11.0.1
org.glassfish.hk2.externalorg.glassfish.hk2.external aopalliance-repackagedaopalliance-repackaged 2.4.0-b342.4.0-b34
org.glassfish.hk2.externalorg.glassfish.hk2.external javax.injectjavax.inject 2.4.0-b342.4.0-b34
org.glassfish.jersey.bundles.repackagedorg.glassfish.jersey.bundles.repackaged jersey-guavajersey-guava 2.22.22.22.2
org.glassfish.jersey.containersorg.glassfish.jersey.containers jersey-container-servletjersey-container-servlet 2.22.22.22.2
org.glassfish.jersey.containersorg.glassfish.jersey.containers jersey-container-servlet-corejersey-container-servlet-core 2.22.22.22.2
org.glassfish.jersey.coreorg.glassfish.jersey.core jersey-clientjersey-client 2.22.22.22.2
org.glassfish.jersey.coreorg.glassfish.jersey.core jersey-commonjersey-common 2.22.22.22.2
org.glassfish.jersey.coreorg.glassfish.jersey.core jersey-serverjersey-server 2.22.22.22.2
org.glassfish.jersey.mediaorg.glassfish.jersey.media jersey-media-jaxbjersey-media-jaxb 2.22.22.22.2
org.hibernateorg.hibernate hibernate-validatorhibernate-validator 5.1.1.Final5.1.1.Final
org.iq80.snappyorg.iq80.snappy snappysnappy 0.20.2
org.javassistorg.javassist javassistjavassist 3.18.1-GA3.18.1-GA
org.jboss.loggingorg.jboss.logging jboss-loggingjboss-logging 3.1.3.GA3.1.3.GA
org.jdbiorg.jdbi jdbijdbi 2.63.12.63.1
org.jodaorg.joda joda-convertjoda-convert 1.71.7
org.joddorg.jodd jodd-corejodd-core 3.5.23.5.2
org.json4sorg.json4s json4s-ast_2.11json4s-ast_2.11 3.5.33.5.3
org.json4sorg.json4s json4s-core_2.11json4s-core_2.11 3.5.33.5.3
org.json4sorg.json4s json4s-jackson_2.11json4s-jackson_2.11 3.5.33.5.3
org.json4sorg.json4s json4s-scalap_2.11json4s-scalap_2.11 3.5.33.5.3
org.lz4org.lz4 lz4-javalz4-java 1.4.01.4.0
org.mariadb.jdbcorg.mariadb.jdbc mariadb-java-clientmariadb-java-client 2.1.22.1.2
org.mockitoorg.mockito mockito-allmockito-all 1.9.51.9.5
org.objenesisorg.objenesis objenesisobjenesis 2.5.12.5.1
org.postgresqlorg.postgresql postgresqlpostgresql 42.1.442.1.4
org.roaringbitmaporg.roaringbitmap RoaringBitmapRoaringBitmap 0.5.110.5.11
.rocksdborg.rocksdb rocksdbjnirocksdbjni 5.2.15.2.1
org.rosuda.REngineorg.rosuda.REngine REngineREngine 2.1.02.1.0
org.scala-langorg.scala-lang scala-compiler_2.11scala-compiler_2.11 2.11.82.11.8
org.scala-langorg.scala-lang scala-library_2.11scala-library_2.11 2.11.82.11.8
org.scala-langorg.scala-lang scala-reflect_2.11scala-reflect_2.11 2.11.82.11.8
org.scala-lang.modulesorg.scala-lang.modules scala-parser-combinators_2.11scala-parser-combinators_2.11 1.0.21.0.2
org.scala-lang.modulesorg.scala-lang.modules scala-xml_2.11scala-xml_2.11 1.0.51.0.5
org.scala-sbtorg.scala-sbt test-interfacetest-interface 1.01.0
org.scalacheckorg.scalacheck scalacheck_2.11scalacheck_2.11 1.12.51.12.5
org.scalacticorg.scalactic scalactic_2.11scalactic_2.11 3.0.33.0.3
org.scalanlporg.scalanlp breeze-macros_2.11breeze-macros_2.11 0.13.20.13.2
org.scalanlporg.scalanlp breeze_2.11breeze_2.11 0.13.20.13.2
org.scalatestorg.scalatest scalatest_2.11scalatest_2.11 3.0.33.0.3
org.slf4jorg.slf4j jcl-over-slf4jjcl-over-slf4j 1.7.161.7.16
org.slf4jorg.slf4j jul-to-slf4jjul-to-slf4j 1.7.161.7.16
org.slf4jorg.slf4j slf4j-apislf4j-api 1.7.161.7.16
org.slf4jorg.slf4j slf4j-log4j12slf4j-log4j12 1.7.161.7.16
org.spark-project.hiveorg.spark-project.hive hive-beelinehive-beeline 1.2.1.spark21.2.1.spark2
org.spark-project.hiveorg.spark-project.hive hive-clihive-cli 1.2.1.spark21.2.1.spark2
org.spark-project.hiveorg.spark-project.hive hive-exechive-exec 1.2.1.spark21.2.1.spark2
org.spark-project.hiveorg.spark-project.hive hive-jdbchive-jdbc 1.2.1.spark21.2.1.spark2
org.spark-project.hiveorg.spark-project.hive hive-metastorehive-metastore 1.2.1.spark21.2.1.spark2
org.spark-project.sparkorg.spark-project.spark unusedunused 1.0.01.0.0
org.spire-mathorg.spire-math spire-macros_2.11spire-macros_2.11 0.13.00.13.0
org.spire-mathorg.spire-math spire_2.11spire_2.11 0.13.00.13.0
org.springframeworkorg.springframework spring-corespring-core 4.1.4.RELEASE4.1.4.RELEASE
org.springframeworkorg.springframework spring-testspring-test 4.1.4.RELEASE4.1.4.RELEASE
org.tukaaniorg.tukaani xzxz 1.51.5
org.typelevelorg.typelevel machinist_2.11machinist_2.11 0.6.10.6.1
org.typelevelorg.typelevel macro-compat_2.11macro-compat_2.11 1.1.11.1.1
org.xerialorg.xerial sqlite-jdbcsqlite-jdbc 3.8.11.23.8.11.2
org.xerial.snappyorg.xerial.snappy snappy-javasnappy-java 1.1.7.11.1.7.1
org.yamlorg.yaml snakeyamlsnakeyaml 1.161.16
orooro orooro 2.0.82.0.8
software.amazon.ionsoftware.amazon.ion ion-javaion-java 1.0.21.0.2
staxstax stax-apistax-api 1.0.11.0.1
xmlencxmlenc xmlencxmlenc 0.520.52