Databricks Runtime 5.1(不受支持)Databricks Runtime 5.1 (Unsupported)

Databricks 于 2018 年 12 月发布了此映像。Databricks released this image in December 2018.

以下发行说明提供了由 Apache Spark 支持的 Databricks Runtime 5.1 的相关信息。The following release notes provide information about Databricks Runtime 5.1, powered by Apache Spark.

新增功能New features

  • Delta LakeDelta Lake

    • 支持 MERGE INTO 中的扩展语法Support for extended syntax in MERGE INTO.

      • 支持多个 MATCHED 子句,MATCHEDNOT MATCHED 子句中的附加条件,以及 DELETE 操作。Support for multiple MATCHED clauses, additional conditions in MATCHED and NOT MATCHED clauses, DELETE action. 这对于将数据库中更改的数据(插入数据、更新数据和删除数据)写入到 Delta 表非常有用。This is useful for writing changed data (inserts, updates, and deletes) from a database to a Delta table.
      • 支持在 UPDATEINSERT 操作中使用 * 自动填写列名称(类似于 SELECT 中的 *)。Support for * in UPDATE and INSERT actions to automatically fill in column names (similar to * in SELECT). 这样就可以更轻松地为具有极大量列的表编写 MERGE 查询。This makes it easier to write MERGE queries for tables with a very large number of columns.

      有关示例,请参阅 MERGE INTOFor examples, see MERGE INTO.

    • 支持 Delta 表的可调隔离级别。Support for tunable isolation levels for Delta tables.

      • 可以将 Delta 表配置为具有以下两个隔离级别之一:Serializable 和 WriteSerializable(默认值)。Delta tables can be configured to have one of these two isolation levels: Serializable and WriteSerializable (default).
      • 默认隔离级别从 Serializable 放宽到 WriteSerializable,以提高可用性。The default isolation level is relaxed from Serializable to WriteSerializable to allow for greater availability. 具体而言,将允许 UPDATEDELETEMERGE 与追加并发运行(例如,从流式处理查询运行时就是如此)。Specifically, UPDATE, DELETE, and MERGE are allowed to run concurrently with appends (for example, from a streaming query). 请参阅隔离级别,了解此放宽的含义,以及在需要时强制执行以前的行为的步骤。See Isolation levels to understand the implications of this relaxation and the steps to enforce previous behavior if needed.
    • CONVERT TO DELTA 命令的个人预览版,可以用来将 Parquet 表就地转换为 Delta 表,无需复制任何文件。Private Preview of CONVERT TO DELTA command, which allows you to convert a Parquet table to a Delta table in-place, without copying any files. 如果你有兴趣试用,请联系 Azure Databricks 支持人员。Contact Azure Databricks support if you are interested in trying it out.

  • 适用于 Python 的作用域为笔记本的库。Notebook-scoped libraries for Python. 你现在可以使用 Databricks 实用工具库 API 将 Python 库(包括 Eggs、Wheels 和 PyPI)安装到 Python 笔记本。You can now install Python libraries, including Eggs, Wheels, and PyPI, into Python notebooks using the Databricks Utilities library API. 通过此 API 安装的库仅在安装了这些库的笔记本中可用。Libraries installed through this API are available only in the notebook in which the libraries are installed. 请参阅库实用工具See Library utilities.

    重要

    此功能目前以公共预览版提供。This feature is in Public Preview.

    默认情况下,在运行 Databricks Runtime 5.1 的群集上启用了库实用工具。Library utilities enabled by default on clusters running Databricks Runtime 5.1. 因此,默认情况下会通过使用单独的 Python 可执行文件隔离每个笔记本的 Python REPL 进程,该可执行文件是在笔记本附加到群集并继承群集上的默认 Python 环境时创建的。Therefore, by default the Python REPL process for each notebook is isolated by using a separate Python executable created when the notebook is attached and inherits the default Python environment on the cluster. 通过初始化脚本安装到 Azure Databricks Python 环境中的库仍可用。Libraries installed through init scripts into an Azure Databricks Python environment are still available. 可以通过将 spark.databricks.libraryIsolation.enabled 设置为 false 禁用此功能。This feature can be disabled by setting spark.databricks.libraryIsolation.enabled to false.

  • display 函数现在支持 pandas 数据帧。The display function now supports pandas DataFrames. 请参阅 display 函数See display function.

改进Improvements

  • Delta LakeDelta Lake
    • 使用大量小文件提高了 OPTIMIZE 的可伸缩性。Improved scalability of OPTIMIZE with a large number of small files.
    • 你现在可以在 UPDATESET 嵌套列。You can now SET a nested column in UPDATE.
  • SQL 性能SQL Performance
    • 通过仅提取前 n 个分区优化 LIMITOptimize LIMIT by fetching only the first n partitions.
    • 优化范围联接。Optimize range joins. 我们添加了优化器规则来重写范围联接,使其以更有效的方式执行。We have added optimizer rules that rewrite a range join to be executed in a more efficient way. 这可以使此类型的查询的速度加快一个数量级。This can speed up this type of query by an order of magnitude. 若要启用优化,请向查询中添加提示。To enable the optimization, you add a hint to the query. 当前的重写支持以下范围联接查询形式:The current rewrite supports the following range join query shapes:
      • 间隔中的点:a.begin < b.point AND b.point < a.endPoint in interval: a.begin < b.point AND b.point < a.end
      • 间隔重叠:a.begin < b.end AND b.begin < a.endInterval overlap: a.begin < b.end AND b.begin < a.end
  • 升级了 Azure Data Lake Storage Gen2 的连接器,其中包括重大的 bug 修复。Upgraded the connector for Azure Data Lake Storage Gen2, which includes critical bug fixes. 建议将 Azure Data Lake Storage Gen2 的所有用户升级到 Databricks Runtime 5.1。We recommend that all users of Azure Data Lake Storage Gen2 upgrade to Databricks Runtime 5.1.
  • 已将 Java 从 1.8.0_162 升级到 1.8.0_181。Upgraded Java from 1.8.0_162 to 1.8.0_181.
  • 已将 Spark 的 Snowflake 连接器升级到 2.4.10。Upgraded Snowflake Connector for Spark to 2.4.10.
  • 升级了一些已安装的 Python 库:Upgraded some installed Python libraries:
    • pip:从 18.0 升级到了 18.1pip: 18.0 to 18.1
    • setuptools:从 40.4.1 升级到了 40.6.2setuptools: 40.4.1 to 40.6.2
    • virtualenv:从 15.0.1 升级到了 16.1.0virtualenv: 15.0.1 to 16.1.0
    • wheel:从 0.31.1 升级到了 0.32.3wheel: 0.31.1 to 0.32.3
  • 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

  • 修复了 Azure Data Lake Storage Gen2 支持中无法列出文件数多于 5000 个的目录这一 bug。Fixed bug in Azure Data Lake Storage Gen2 support that failed to list directories with more than 5000 files.
  • TRANSFORM 应会正确处理不同的输入数据类型。TRANSFORM should handle different input data types correctly.
  • 在执行程序死后,清理过期的外部无序文件,以防止长时间运行的群集耗尽磁盘。Clean up expired external shuffle files after executors die to prevent long-running clusters from running out of disk.

Apache SparkApache Spark

Databricks Runtime 5.1 包括 Apache Spark 2.4.0。Databricks Runtime 5.1 includes Apache Spark 2.4.0. 此版本包括 Databricks Runtime 5.0(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 5.0 (Unsupported), as well as the following additional bug fixes and improvements made to Spark:

  • [SPARK-26147][SQL] 仅从联接条件移除不可评估的 python udf[SPARK-26147][SQL] only pull out unevaluable python udf from join condition
  • [SPARK-26129][SQL] 检测每个查询的计划时间[SPARK-26129][SQL] Instrumentation for per-query planning time
  • [SPARK-25921][PYSPARK] 修复 python 辅助角色重用时无 BarrierTaskContext 的屏障任务运行[SPARK-25921][PYSPARK] Fix barrier task run without BarrierTaskContext while python worker reuse
  • [SPARK-23207][SQL] 使用 SQLConf.get.enableRadixSort 而非 SparkEnv.get.conf.get(SQLConf.RADIX_SORT_ENABLED)[SPARK-23207][SQL] Use SQLConf.get.enableRadixSort instead of SparkEnv.get.conf.get(SQLConf.RADIX_SORT_ENABLED)
  • [SPARK-26057][SQL] 转换在删除重复引用的同时分析了计划[SPARK-26057][SQL] Transform also analyzed plans when dedup references
  • [SPARK-25974][SQL] 优化生成的字节码,以便根据给定顺序排序[SPARK-25974][SQL] Optimizes Generates bytecode for ordering based on the given order
  • [SPARK-25901][CORE] 在 BarrierTaskContext 中仅使用一个线程…[SPARK-25901][CORE] Use only one thread in BarrierTaskContext compani…
  • [SPARK-25381][SQL] 按列参数进行分层抽样[SPARK-25381][SQL] Stratified sampling by Column argument
  • [SPARK-25514][SQL] 通过 to_json 生成结构良好的 JSON[SPARK-25514][SQL] Generating pretty JSON by to_json
  • [SPARK-22827][SQL] 在 HashAggregateExec 中也引发 SparkOutOfMemoryError。[SPARK-22827][SQL] Throw SparkOutOfMemoryError in HashAggregateExec, too.
  • [SPARK-25979][SQL] 窗口函数:允许在窗口引用前后加上括号[SPARK-25979][SQL] Window function: allow parentheses around window reference
  • [SPARK-25988][SQL] 在分析器中删除重复列名时,使名称保持不变[SPARK-25988][SQL] Keep names unchanged when deduplicating the column names in Analyzer
  • [SPARK-25904][CORE] 分配小于 Int.MaxValue 的数组[SPARK-25904][CORE] Allocate arrays smaller than Int.MaxValue
  • [SPARK-24901][SQL] 当 VectorizedHashMap 为 false 时,合并 RegularHashMap 和 fastHashMap 的 codegen,以降低编译器的 maxCodesize。[SPARK-24901][SQL] Merge the codegen of RegularHashMap and fastHashMap to reduce compiler maxCodesize when VectorizedHashMap is false.
  • [SPARK-25850][SQL] 使代码生成函数的拆分阈值可配置[SPARK-25850][SQL] Make the split threshold for the code generated function configurable
  • [SPARK-25866][ML] 更新 KMeans formatVersion[SPARK-25866][ML] Update KMeans formatVersion
  • [SPARK-22148][SPARK-15815][SCHEDULER] 获取新的执行程序,避免因加入阻止列表而挂起[SPARK-22148][SPARK-15815][SCHEDULER] Acquire new executors to avoid hang because of blocklisting
  • [SPARK-25827][CORE] 避免将传入的加密块转换为字节缓冲区[SPARK-25827][CORE] Avoid converting incoming encrypted blocks to byte buffers
  • [SPARK-25918][SQL] LOAD DATA LOCAL INPATH 应处理相对路径[SPARK-25918][SQL] LOAD DATA LOCAL INPATH should handle a relative path
  • [SPARK-25837][CORE] 修复清理阶段 AppStatusListener 中潜在的速度降低问题[SPARK-25837][CORE] Fix potential slowdown in AppStatusListener when cleaning up stages
  • [SPARK-25773][CORE] 作业完成时,在结果阶段取消僵尸任务 (5.x)[SPARK-25773][CORE] Cancel zombie tasks in a result stage when the job finishes (5.x)
  • [SPARK-25767][SQL] 在代码生成过程中修复延迟计算的表达式流[SPARK-25767][SQL] Fix lazily evaluated stream of expressions in code generation
  • [SPARK-25819][SQL] 支持函数 from_avro 的分析模式选项[SPARK-25819][SQL] Support parse mode option for the function from_avro
  • [SPARK-25044] 更改 ScalaUDF 构造函数签名[SPARK-25044] Change ScalaUDF constructor signature
  • [SPARK-25699][SQL] 部分下推 ORC 中断言的连接词[SPARK-25699][SQL] Partially push down conjunctive predicated in ORC
  • [SPARK-25559][SQL] 当 … 时删除 Parquet 中不受支持的谓词[SPARK-25559][SQL] Remove the unsupported predicates in Parquet when …
  • [SPARK-25540][SPARK-25525][SQL][PYSPARK] 不要为 SparkSession.getOrCreate 中的现有 SparkContext 更新 conf。[SPARK-25540][SPARK-25525][SQL][PYSPARK] Do not update conf for existing SparkContext in SparkSession.getOrCreate.
  • [SPARK-25595] 如果启用了标志 IGNORE_CORRUPT_FILES,则忽略损坏的 Avro 文件[SPARK-25595] Ignore corrupt Avro files if flag IGNORE_CORRUPT_FILES enabled
  • [SPARK-25458][SQL] 支持 ANALYZE TABLE 中的 FOR ALL COLUMNS[SPARK-25458][SQL] Support FOR ALL COLUMNS in ANALYZE TABLE
  • [SPARK-25449][CORE] 检测信号不应包含零指标的累加器[SPARK-25449][CORE] Heartbeat shouldn’t include accumulators for zero metrics
  • [SPARK-25399][SS] 连续处理状态不应影响微批执行作业[SPARK-25399][SS] Continuous processing state should not affect microbatch execution jobs
  • [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

维护更新Maintenance updates

请参阅 Databricks Runtime 5.1 维护更新See Databricks Runtime 5.1 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_181Java: 1.8.0_181
  • 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 5.1 不支持。Although Scala 2.12 is supported in Apache Spark 2.4, it is not supported in Databricks Runtime 5.1.

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 40.6.240.6.2 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 1.1.21.1.2
basebase 3.4.43.4.4 base64encbase64enc 0.1-30.1-3 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 broombroom 0.5.00.5.0
callrcallr 3.0.03.0.0 carcar 3.0-23.0-2 carDatacarData 3.0-23.0-2
caretcaret 6.0-806.0-80 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 1.61.6 compilercompiler 3.4.43.4.4
crayoncrayon 1.3.41.3.4 curlcurl 3.23.2 CVSTCVST 0.2-20.2-2
data.tabledata.table 1.11.81.11.8 datasetsdatasets 3.4.43.4.4 DBIDBI 1.0.01.0.0
ddalphaddalpha 1.3.41.3.4 DEoptimRDEoptimR 1.0-81.0-8 descdesc 1.2.01.2.0
devtoolsdevtools 2.0.12.0.1 digestdigest 0.6.180.6.18 dimReddimRed 0.1.00.1.0
doMCdoMC 1.3.51.3.5 dplyrdplyr 0.7.70.7.7 DRRDRR 0.0.30.0.3
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
geometrygeometry 0.3-60.3-6 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 1.1.21.1.2
hmshms 0.4.20.4.2 httrhttr 1.3.11.3.1 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 1.51.5 kernlabkernlab 0.9-270.9-27
KernSmoothKernSmooth 2.23-152.23-15 labelinglabeling 0.30.3 latticelattice 0.20-380.20-38
lavalava 1.6.31.6.3 lazyevallazyeval 0.2.10.2.1 littlerlittler 0.3.50.3.5
lme4lme4 1.1-18-11.1-18-1 lubridatelubridate 1.7.41.7.4 magicmagic 1.5-91.5-9
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 1.0.21.0.2 openxlsxopenxlsx 4.1.04.1.0
parallelparallel 3.4.43.4.4 pbkrtestpbkrtest 0.4-70.4-7 pillarpillar 1.3.01.3.0
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 plspls 2.7-02.7-0
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 3.2.03.2.0 prodlimprodlim 2018.04.182018.04.18
protoproto 1.0.01.0.0 psps 1.2.01.2.0 purrrpurrr 0.2.50.2.5
quantregquantreg 5.365.36 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 1.3.11.3.1 RColorBrewerRColorBrewer 1.1-21.1-2 RcppRcpp 0.12.190.12.19
RcppEigenRcppEigen 0.3.3.4.00.3.3.4.0 RcppRollRcppRoll 0.3.00.3.0 RCurlRCurl 1.95-4.111.95-4.11
readrreadr 1.1.11.1.1 readxlreadxl 1.1.01.1.0 recipesrecipes 0.1.30.1.3
rematchrematch 1.0.11.0.1 remotesremotes 2.0.22.0.2 reshape2reshape2 1.4.31.4.3
riorio 0.5.100.5.10 rlangrlang 0.3.0.10.3.0.1 robustbaserobustbase 0.93-30.93-3
RODBCRODBC 1.3-151.3-15 roxygen2roxygen2 6.1.06.1.0 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
sfsmiscsfsmisc 1.1-21.1-2 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 2.43-12.43-1 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.mchangecom.mchange c3p0c3p0 0.9.5.10.9.5.1
com.mchangecom.mchange mchange-commons-javamchange-commons-java 0.2.100.2.10
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-server-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 3.0.93.0.9
org.codehaus.janinoorg.codehaus.janino janinojanino 3.0.93.0.9
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
org.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