Databricks Runtime 5.1 (不支持) Databricks Runtime 5.1 (Unsupported)

Databricks 于2018年12月发布此图像。Databricks released this image in December 2018.

以下发行说明提供有关 Databricks Runtime 5.1 的信息,这些信息由 Apache Spark 提供支持。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 合并到中的扩展语法Support for extended syntax in MERGE INTO.

      • 支持多个 MATCHED 子句、和子句中的附加条件 MATCHED NOT MATCHED ,以及 DELETE 操作。Support for multiple MATCHED clauses, additional conditions in MATCHED and NOT MATCHED clauses, DELETE action. 这适用于将更改的数据从数据库 (插入、更新和删除操作写入增量表中) 。This is useful for writing changed data (inserts, updates, and deletes) from a database to a Delta table.
      • 支持 * in UPDATEINSERT 操作自动填写列名称, (类似于) 中的 * SELECTSupport 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 MERGE 具有大量列的表编写查询。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.

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

      • 可以将增量表配置为具有以下两个隔离级别之一: Serializable 和 WriteSerializable (默认) 。Delta tables can be configured to have one of these two isolation levels: Serializable and WriteSerializable (default).
      • 默认隔离级别是从可序列化到 WriteSerializable,以便实现更高的可用性。The default isolation level is relaxed from Serializable to WriteSerializable to allow for greater availability. 具体而言,、 UPDATE DELETEMERGE 都允许使用追加 (来并发运行,例如从流式处理查询) 。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 relaxation 的含义,以及在需要时强制执行以前行为的步骤。See Isolation levels to understand the implications of this relaxation and the steps to enforce previous behavior if needed.
    • 命令的专用预览,可用于 CONVERT TO DELTA 就地将 Parquet 表转换为增量表,而无需复制任何文件。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.

  • 用于 Python 的笔记本范围库。Notebook-scoped libraries for Python. 现在,可以使用 Databricks 实用程序库 API 将 Python 库(包括鸡蛋、车轮和 PyPI)安装到 Python 笔记本中。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,库实用工具在运行 Databricks Runtime 5.1 的群集上启用。Library utilities enabled by default on clusters running Databricks Runtime 5.1. 因此,默认情况下,每个笔记本的 Python 复制过程通过使用在笔记本附加时创建的单独 Python 可执行文件进行隔离,并继承群集上的默认 Python 环境。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 init 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. 可以通过将设置为来禁用此功能 spark.databricks.libraryIsolation.enabled falseThis feature can be disabled by setting spark.databricks.libraryIsolation.enabled to false.

  • display函数现在支持 Pandas DataFrames。The display function now supports pandas DataFrames. 请参阅 显示函数See display function.

改进Improvements

  • Delta LakeDelta Lake
    • 使用大量小文件提高了的可伸缩性 OPTIMIZEImproved scalability of OPTIMIZE with a large number of small files.
    • 你现在可以 SET 在中使用嵌套列 UPDATEYou can now SET a nested column in UPDATE.
  • SQL 性能SQL Performance
    • LIMIT只提取第一个分区即可优化 nOptimize 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,用于重写要以更有效的方式执行 的范围联接We have added optimizer rules that rewrite a range join to be executed in a more efficient way. 这可以按数量级提高此类型的查询速度。This can speed up this type of query by an order of magnitude. 若要启用优化,请将提示添加到查询中。To enable the optimization, you add a hint to the query. 当前重写支持以下范围的联接查询形状:The current rewrite supports the following range join query shapes:
      • 时间间隔: 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,其中包括关键的 bug 修复。Upgraded the connector for Azure Data Lake Storage Gen2, which includes critical bug fixes. 建议 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 的雪花连接器升级到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:18.0 至18。1pip: 18.0 to 18.1
    • setuptools:40.4.1 到40.6。2setuptools: 40.4.1 to 40.6.2
    • virtualenv:15.0.1 到16.1。0virtualenv: 15.0.1 to 16.1.0
    • 滑轮: 0.31.1 to 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 安装的 R 库See Installed R Libraries.

Bug 修复Bug fixes

  • 修复了 Azure Data Lake Storage Gen2 支持中的 bug,该 bug 无法列出5000多个文件的目录。Fixed bug in Azure Data Lake Storage Gen2 support that failed to list directories with more than 5000 files.
  • TRANSFORM 应正确处理不同的输入数据类型。TRANSFORM should handle different input data types correctly.
  • 清理执行器片后清除过期的外部无序文件,以防止长时间运行的群集用尽磁盘。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 (不支持) 中包含的所有修补程序和改进,还包括以下其他 bug 修复和对 Spark 进行的改进: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] 仅从联接条件拉出了故障 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] 修复屏障任务在没有 BarrierTaskContext 的情况下运行,同时 python 工作人员重用[SPARK-25921][PYSPARK] Fix barrier task run without BarrierTaskContext while python worker reuse
  • [SPARK-23207][SQL] 使用 enableRadixSort 而不是 _SparkEnv (SQLConf.RADIX_SORT_ENABLED) _[SPARK-23207][SQL] Use SQLConf.get.enableRadixSort instead of SparkEnv.get.conf.get(SQLConf.RADIX_SORT_ENABLED)
  • [SPARK-26057][SQL] 转换还会在重复数据删除引用时分析计划[SPARK-26057][SQL] Transform also analyzed plans when dedup references
  • [SPARK-25974][SQL] 优化根据给定顺序为排序生成字节码[SPARK-25974][SQL] Optimizes Generates bytecode for ordering based on the given order
  • [SPARK-25901][CORE] 在 BarrierTaskContext compani 中仅使用一个线程 .。。[SPARK-25901][CORE] Use only one thread in BarrierTaskContext compani…
  • [SPARK-25381][SQL] 分层按列参数采样[SPARK-25381][SQL] Stratified sampling by Column argument
  • [SPARK-25514][SQL] 通过 to_json 生成相当的 JSON[SPARK-25514][SQL] Generating pretty JSON by to_json
  • [SPARK-22827][SQL] 也会在_HashAggregateExec_中引发_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括号[SPARK-25979][SQL] Window function: allow parentheses around window reference
  • [SPARK-25988][SQL] 在删除重复中的列名称时保持名称不变[SPARK-25988][SQL] Keep names unchanged when deduplicating the column names in Analyzer
  • [SPARK-25904][核心] 分配小于 Int 的数组[SPARK-25904][CORE] Allocate arrays smaller than Int.MaxValue
  • [SPARK-24901][SQL] 合并 RegularHashMap 和 fastHashMap 的 codegen,以便在 VectorizedHashMap 为 false 时降低编译器 maxCodesize。[SPARK-24901][SQL] Merge the codegen of RegularHashMap and fastHashMap to reduce compiler maxCodesize when VectorizedHashMap is false.
  • [SPARK-25850][SQL] 使代码生成的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] Update KMeans formatVersion[SPARK-25866][ML] Update KMeans formatVersion
  • [Spark-22148][spark-15815][计划程序] 获取新的执行器,以避免由于列入方块列表而挂起的情况[SPARK-22148][SPARK-15815][SCHEDULER] Acquire new executors to avoid hang because of blacklisting
  • [SPARK-25827][核心] 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] 在清理阶段时修复 AppStatusListener 中的潜在减速[SPARK-25837][CORE] Fix potential slowdown in AppStatusListener when cleaning up stages
  • [SPARK-25773][CORE] 在作业完成时,在结果阶段取消傀儡任务 (1.x) [SPARK-25773][CORE] Cancel zombie tasks in a result stage when the job finishes (5.x)
  • [SPARK-25767][SQL] 修复代码生成中延迟的表达式计算流[SPARK-25767][SQL] Fix lazily evaluated stream of expressions in code generation
  • [SPARK-25819][SQL] 支持函数的分析模式选项 from_avro[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] 部分推送关闭 ORC 中的联合依据[SPARK-25699][SQL] Partially push down conjunctive predicated in ORC
  • [SPARK-25559][SQL] 删除 Parquet 中不支持的谓词 .。。[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 更新会议。[SPARK-25540][SPARK-25525][SQL][PYSPARK] Do not update conf for existing SparkContext in SparkSession.getOrCreate.
  • [SPARK-25595] 如果 IGNORE_CORRUPT_FILES 启用标志,则忽略损坏的 Avro 文件[SPARK-25595] Ignore corrupt Avro files if flag IGNORE_CORRUPT_FILES enabled
  • [SPARK-25458][SQL] 对分析表中的所有列的支持[SPARK-25458][SQL] Support FOR ALL COLUMNS in ANALYZE TABLE
  • [SPARK-25449][核心] 检测信号不应包含用于零指标的累加器[SPARK-25449][CORE] Heartbeat shouldn’t include accumulators for zero metrics
  • [SPARK-25399][SS] 持续处理状态不应影响 microbatch 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:适用于 python 2 群集的2.7.12 和 python 3 群集的3.5.2。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 precise-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
修饰器decorator 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 地址ipaddress 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 ply 3.93.9 提示-工具包prompt-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 仔细搜索scour 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
龙卷风tornado 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

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 MatrixMatrix 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 远程remotes 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

安装的 Java 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
amazonawscom.amazonaws amazon-kinesisamazon-kinesis-client 1.8.101.8.10
amazonawscom.amazonaws aws--sdk-自动缩放aws-java-sdk-autoscaling 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cloudformationaws-java-sdk-cloudformation 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cloudfrontaws-java-sdk-cloudfront 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cloudhsmaws-java-sdk-cloudhsm 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cloudsearchaws-java-sdk-cloudsearch 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cloudtrailaws-java-sdk-cloudtrail 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cloudwatchaws-java-sdk-cloudwatch 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cloudwatchmetricsaws-java-sdk-cloudwatchmetrics 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-codedeployaws-java-sdk-codedeploy 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cognitoidentityaws-java-sdk-cognitoidentity 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-cognitosyncaws-java-sdk-cognitosync 1.11.3131.11.313
amazonawscom.amazonaws aws--sdk-configaws-java-sdk-config 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-核心aws-java-sdk-core 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-datapipelineaws-java-sdk-datapipeline 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-directconnectaws-java-sdk-directconnect 1.11.3131.11.313
amazonawscom.amazonaws aws--sdk-目录aws-java-sdk-directory 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-dynamodbaws-java-sdk-dynamodb 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-ec2aws-java-sdk-ec2 1.11.3131.11.313
amazonawscom.amazonaws aws-ecsaws-java-sdk-ecs 1.11.3131.11.313
amazonawscom.amazonaws aws--efsaws-java-sdk-efs 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-elasticacheaws-java-sdk-elasticache 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-elasticbeanstalkaws-java-sdk-elasticbeanstalk 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-elasticloadbalancingaws-java-sdk-elasticloadbalancing 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-elastictranscoderaws-java-sdk-elastictranscoder 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-emraws-java-sdk-emr 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-glacieraws-java-sdk-glacier 1.11.3131.11.313
amazonawscom.amazonaws aws-iamaws-java-sdk-iam 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-importexportaws-java-sdk-importexport 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-kinesisaws-java-sdk-kinesis 1.11.3131.11.313
amazonawscom.amazonaws aws-kmsaws-java-sdk-kms 1.11.3131.11.313
amazonawscom.amazonaws aws-lambdaaws-java-sdk-lambda 1.11.3131.11.313
amazonawscom.amazonaws aws--日志aws-java-sdk-logs 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-default-machinelearning-southcentralusaws-java-sdk-machinelearning 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-opsworksaws-java-sdk-opsworks 1.11.3131.11.313
amazonawscom.amazonaws aws-rdsaws-java-sdk-rds 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-redshiftaws-java-sdk-redshift 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-route53aws-java-sdk-route53 1.11.3131.11.313
amazonawscom.amazonaws aws-s3aws-java-sdk-s3 1.11.3131.11.313
amazonawscom.amazonaws aws--sdk-sesaws-java-sdk-ses 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-simpledbaws-java-sdk-simpledb 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-simpleworkflowaws-java-sdk-simpleworkflow 1.11.3131.11.313
amazonawscom.amazonaws aws-aws-java-sdk-sns 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-sqsaws-java-sdk-sqs 1.11.3131.11.313
amazonawscom.amazonaws aws-aws-java-sdk-ssm 1.11.3131.11.313
amazonawscom.amazonaws aws-sdk-storagegatewayaws-java-sdk-storagegateway 1.11.3131.11.313
amazonawscom.amazonaws aws-stsaws-java-sdk-sts 1.11.3131.11.313
amazonawscom.amazonaws aws-支持aws-java-sdk-support 1.11.3131.11.313
amazonawscom.amazonaws aws--sdkaws-java-sdk-swf-libraries 1.11.221.11.22
amazonawscom.amazonaws aws-sdk-工作区aws-java-sdk-workspaces 1.11.3131.11.313
amazonawscom.amazonaws jmespath-javajmespath-java 1.11.3131.11.313
carrotsearchcom.carrotsearch hppchppc 0.7.20.7.2
chuusaicom.chuusai shapeless_2 11shapeless_2.11 2.3.22.3.2
clearspringcom.clearspring.analytics 流 (stream)stream 2.7.02.7.0
databrickscom.databricks RserveRserve 1.8-31.8-3
databrickscom.databricks dbml-local_2dbml-local_2.11 0.5.0-spark 2。40.5.0-db8-spark2.4
databrickscom.databricks dbml-local_2-测试dbml-local_2.11-tests 0.5.0-spark 2。40.5.0-db8-spark2.4
databrickscom.databricks jets3tjets3t 0.7.1-00.7.1-0
databricks. scalapbcom.databricks.scalapb compilerplugin_2 11compilerplugin_2.11 0.4.15-90.4.15-9
databricks. scalapbcom.databricks.scalapb scalapb-runtime_2 11scalapb-runtime_2.11 0.4.15-90.4.15-9
esotericsoftwarecom.esotericsoftware kryo-着色kryo-shaded 4.0.24.0.2
esotericsoftwarecom.esotericsoftware minlogminlog 1.3.01.3.0
fasterxmlcom.fasterxml classmateclassmate 1.0.01.0.0
fasterxml. jacksoncom.fasterxml.jackson.core jackson-批注jackson-annotations 2.6.72.6.7
fasterxml. jacksoncom.fasterxml.jackson.core jackson-核心jackson-core 2.6.72.6.7
fasterxml. jacksoncom.fasterxml.jackson.core jackson-databindjackson-databind 2.6.7.12.6.7.1
fasterxml. jackson. dataformatcom.fasterxml.jackson.dataformat jackson-dataformat-cborjackson-dataformat-cbor 2.6.72.6.7
fasterxml. jacksoncom.fasterxml.jackson.datatype jackson-datatype-jodajackson-datatype-joda 2.6.72.6.7
fasterxml. jackson. 模块com.fasterxml.jackson.module jackson-paranamerjackson-module-paranamer 2.6.72.6.7
fasterxml. jackson. 模块com.fasterxml.jackson.module jackson-scala_2jackson-module-scala_2.11 2.6.7.12.6.7.1
fommilcom.github.fommil jniloaderjniloader 1.11.1
fommil. netlibcom.github.fommil.netlib corecore 1.1.21.1.2
fommil. netlibcom.github.fommil.netlib native_ref-javanative_ref-java 1.11.1
fommil. netlibcom.github.fommil.netlib native_ref nativesnative_ref-java-natives 1.11.1
fommil. netlibcom.github.fommil.netlib native_system-javanative_system-java 1.11.1
fommil. netlibcom.github.fommil.netlib native_system nativesnative_system-java-natives 1.11.1
fommil. netlibcom.github.fommil.netlib native_ref netlib-x86_64-nativesnetlib-native_ref-linux-x86_64-natives 1.11.1
fommil. netlibcom.github.fommil.netlib native_system netlib-x86_64-nativesnetlib-native_system-linux-x86_64-natives 1.11.1
lubencom.github.luben zstd-jnizstd-jni 1.3.2-21.3.2-2
rwlcom.github.rwl jtransformsjtransforms 2.4.02.4.0
.com. findbugscom.google.code.findbugs jsr305jsr305 2.0.12.0.1
.com. gsoncom.google.code.gson gsongson 2.2.42.2.4
guavacom.google.guava guavaguava 15.015.0
protobufcom.google.protobuf protobuf-javaprotobuf-java 2.6.12.6.1
googlecode. javaewahcom.googlecode.javaewah JavaEWAHJavaEWAH 0.3.20.3.2
h2databasecom.h2database h2h2 1.3.1741.3.174
jcraftcom.jcraft jschjsch 0.1.500.1.50
jolboxcom.jolbox bonecpbonecp 0.8。00.8.0.RELEASE
mchangecom.mchange c3p0c3p0 0.9.5.10.9.5.1
mchangecom.mchange mchange-commons-javamchange-commons-java 0.2.100.2.10
.com。 azurecom.microsoft.azure azure-data lake store-sdkazure-data-lake-store-sdk 2.2.82.2.8
.comcom.microsoft.sqlserver mssql-jdbcmssql-jdbc 6.2.2. jre86.2.2.jre8
ningcom.ning 压缩-lzfcompress-lzf 1.0.31.0.3
.com. mailcom.sun.mail javax.mail.sessionjavax.mail 1.5.21.5.2
thoughtworks. paranamercom.thoughtworks.paranamer paranamerparanamer 2.82.8
trueaccord. 重用功能区com.trueaccord.lenses lenses_2 11lenses_2.11 0.30.3
.comcom.twitter 冷却-javachill-java 0.9.30.9.3
.comcom.twitter chill_2 11chill_2.11 0.9.30.9.3
.comcom.twitter parquet-捆绑parquet-hadoop-bundle 1.6.01.6.0
.comcom.twitter util-app_2 11util-app_2.11 6.23.06.23.0
.comcom.twitter util-core_2 11util-core_2.11 6.23.06.23.0
.comcom.twitter util-jvm_2 11util-jvm_2.11 6.23.06.23.0
类型安全com.typesafe configconfig 1.2.11.2.1
类型安全. scala-日志记录com.typesafe.scala-logging scala-api_2scala-logging-api_2.11 2.1.22.1.2
类型安全. scala-日志记录com.typesafe.scala-logging scala-slf4j_2scala-logging-slf4j_2.11 2.1.22.1.2
univocitycom.univocity univocity-分析器univocity-parsers 2.7.32.7.3
vlkancom.vlkan flatbuffersflatbuffers 1.2.0-3f79e0551.2.0-3f79e055
zaxxercom.zaxxer HikariCPHikariCP 3.1.03.1.0
commons-beanutilscommons-beanutils commons-beanutilscommons-beanutils 1.7.01.7.0
commons-beanutilscommons-beanutils commons-beanutilscommons-beanutils-core 1.8.01.8.0
commons-clicommons-cli commons-clicommons-cli 1.21.2
commons-codec.jarcommons-codec commons-codec.jarcommons-codec 1.101.10
commons-集合commons-collections commons-集合commons-collections 3.2.23.2.2
commons-配置commons-configuration commons-配置commons-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-日志记录commons-logging commons-日志记录commons-logging 1.1.31.1.3
commons-netcommons-net commons-netcommons-net 3.13.1
commons 池commons-pool commons 池commons-pool 1.5.41.5.4
ganglia. gmetric4jinfo.ganglia.gmetric4j gmetric4jgmetric4j 1.0.71.0.7
空运io.airlift aircompressoraircompressor 0.100.10
dropwizardio.dropwizard.metrics 指标-核心metrics-core 3.1.53.1.5
dropwizardio.dropwizard.metrics 指标-gangliametrics-ganglia 3.1.53.1.5
dropwizardio.dropwizard.metrics 指标-graphitemetrics-graphite 3.1.53.1.5
dropwizardio.dropwizard.metrics 指标-healthchecksmetrics-healthchecks 3.1.53.1.5
dropwizardio.dropwizard.metrics 指标-jetty9metrics-jetty9 3.1.53.1.5
dropwizardio.dropwizard.metrics 指标-jsonmetrics-json 3.1.53.1.5
dropwizardio.dropwizard.metrics 指标-jvmmetrics-jvm 3.1.53.1.5
dropwizardio.dropwizard.metrics 指标-log4jmetrics-log4j 3.1.53.1.5
dropwizardio.dropwizard.metrics 指标-servletmetrics-servlets 3.1.53.1.5
nettyio.netty nettynetty 3.9。93.9.9.Final
nettyio.netty netty-所有netty-all 4.1.174.1.17.Final
prometheusio.prometheus simpleclientsimpleclient 0.0.160.0.16
prometheusio.prometheus simpleclient_commonsimpleclient_common 0.0.160.0.16
prometheusio.prometheus simpleclient_dropwizardsimpleclient_dropwizard 0.0.160.0.16
prometheusio.prometheus simpleclient_servletsimpleclient_servlet 0.0.160.0.16
prometheusio.prometheus.jmx 收集器collector 0.70.7
javax.mail.sessionjavax.activation activationactivation 1.1.11.1.1
javax.mail.sessionjavax.annotation javax.mail.session-apijavax.annotation-api 1.21.2
javax.mail.sessionjavax.el javax.mail.session-apijavax.el-api 2.2.42.2.4
javax.mail.session. jdojavax.jdo jdo-apijdo-api 3.0.13.0.1
javax.mail.sessionjavax.servlet javax.mail.session-apijavax.servlet-api 3.1.03.1.0
javax.servlet.jspjavax.servlet.jsp jsp-api.jarjsp-api 2.12.1
javax.mail.sessionjavax.transaction jtajta 1.11.1
javax.mail.session。验证javax.validation 验证-apivalidation-api 1.1。01.1.0.Final
javax.ws.rsjavax.ws.rs javax.ws.rs-apijavax.ws.rs-api 2.0.12.0.1
javax.xml。绑定javax.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-时间joda-time joda-时间joda-time 2.9.32.9.3
log4jlog4j apache-log4japache-log4j-extras 1.2.171.2.17
log4jlog4j log4jlog4j 1.2.171.2.17
hydromaticnet.hydromatic eigenbase-propertieseigenbase-properties 1.1.51.1.5
razorvinenet.razorvine pyrolitepyrolite 4.134.13
jpamnet.sf.jpam jpamjpam 1.11.1
opencsvnet.sf.opencsv opencsvopencsv 2.32.3
supercsvnet.sf.supercsv 超级 csvsuper-csv 2.2.02.2.0
net.pipenet.snowflake 雪花引入-sdksnowflake-ingest-sdk 0.9.50.9.5
net.pipenet.snowflake 雪花-jdbcsnowflake-jdbc 3.6.153.6.15
net.pipenet.snowflake spark-snowflake_2 11spark-snowflake_2.11 2.4.10-spark_2 42.4.10-spark_2.4
sourceforge. f2jnet.sourceforge.f2j arpack_combined_allarpack_combined_all 0.10.1
acpltorg.acplt oncrpconcrpc 1.0.71.0.7
antlrorg.antlr ST4ST4 4.0.44.0.4
antlrorg.antlr antlr-运行时antlr-runtime 3.43.4
antlrorg.antlr antlr4-运行时antlr4-runtime 4.74.7
antlrorg.antlr stringtemplatestringtemplate 3.2.13.2.1
org. antorg.apache.ant antant 1.9.21.9.2
org. antorg.apache.ant ant-jschant-jsch 1.9.21.9.2
org. antorg.apache.ant ant-launcherant-launcher 1.9.21.9.2
org. 箭头org.apache.arrow 箭头-格式arrow-format 0.10.00.10.0
org. 箭头org.apache.arrow 箭头-内存arrow-memory 0.10.00.10.0
org. 箭头org.apache.arrow 箭头-矢量arrow-vector 0.10.00.10.0
org apacheorg.apache.avro avroavro 1.8.21.8.2
org apacheorg.apache.avro avro-ipcavro-ipc 1.8.21.8.2
org apacheorg.apache.avro avro-mapred-hadoop2avro-mapred-hadoop2 1.8.21.8.2
calciteorg.apache.calcite calcite-avaticacalcite-avatica 1.2.0-孵化1.2.0-incubating
calciteorg.apache.calcite calcite-核心calcite-core 1.2.0-孵化1.2.0-incubating
calciteorg.apache.calcite calcite-linq4jcalcite-linq4j 1.2.0-孵化1.2.0-incubating
commonsorg.apache.commons commons-压缩commons-compress 1.8.11.8.1
commonsorg.apache.commons commons-加密commons-crypto 1.0.01.0.0
commonsorg.apache.commons commons-lang3commons-lang3 3.53.5
commonsorg.apache.commons commons-math3commons-math3 3.4.13.4.1
陈列org.apache.curator 陈列-客户端curator-client 2.7.12.7.1
陈列org.apache.curator 陈列框架curator-framework 2.7.12.7.1
陈列org.apache.curator 陈列-食谱curator-recipes 2.7.12.7.1
derbyorg.apache.derby derbyderby 10.12.1.110.12.1.1
org。org.apache.directory.api api asn1-apiapi-asn1-api 1.0.0-M201.0.0-M20
org。org.apache.directory.api api-utilapi-util 1.0.0-M201.0.0-M20
org. serverorg.apache.directory.server apacheds-国际化apacheds-i18n 2.0.0-M152.0.0-M15
org. serverorg.apache.directory.server apacheds-kerberos-编解码器apacheds-kerberos-codec 2.0.0-M152.0.0-M15
org. hadooporg.apache.hadoop hadoop-批注hadoop-annotations 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-身份验证hadoop-auth 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-客户端hadoop-client 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-公用hadoop-common 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-hdfshadoop-hdfs 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-mapreduce-客户端-应用hadoop-mapreduce-client-app 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-mapreduce-客户端-常见hadoop-mapreduce-client-common 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-mapreduce-客户端-核心hadoop-mapreduce-client-core 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-mapreduce-=hadoop-mapreduce-client-jobclient 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-mapreduce-客户端-无序hadoop-mapreduce-client-shuffle 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-yarnhadoop-yarn-api 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-yarn-客户端hadoop-yarn-client 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-yarn-commonhadoop-yarn-common 2.7.32.7.3
org. hadooporg.apache.hadoop hadoop-yarn-commonhadoop-yarn-server-common 2.7.32.7.3
htraceorg.apache.htrace htrace-核心htrace-core 3.1.0-孵化3.1.0-incubating
httpcomponentsorg.apache.httpcomponents httpclienthttpclient 4.5.44.5.4
httpcomponentsorg.apache.httpcomponents httpcorehttpcore 4.4.84.4.8
ivyorg.apache.ivy ivyivy 2.4.02.4.0
orcorg.apache.orc orc-nohiveorc-core-nohive 1.5.21.5.2
orcorg.apache.orc orc-mapreduce-nohiveorc-mapreduce-nohive 1.5.21.5.2
orcorg.apache.orc orcorc-shims 1.5.21.5.2
parquetorg.apache.parquet parquet-列parquet-column 1.10.1-databricks31.10.1-databricks3
parquetorg.apache.parquet parquet-commonparquet-common 1.10.1-databricks31.10.1-databricks3
parquetorg.apache.parquet parquet 编码parquet-encoding 1.10.1-databricks31.10.1-databricks3
parquetorg.apache.parquet parquet-格式parquet-format 2.4.02.4.0
parquetorg.apache.parquet parquet-hadoopparquet-hadoop 1.10.1-databricks31.10.1-databricks3
parquetorg.apache.parquet parquet-jacksonparquet-jackson 1.10.1-databricks31.10.1-databricks3
thriftorg.apache.thrift libfb303libfb303 0.9.30.9.3
thriftorg.apache.thrift libthriftlibthrift 0.9.30.9.3
xbeanorg.apache.xbean xbean-asm6-着色xbean-asm6-shaded 4.84.8
zookeeperorg.apache.zookeeper zookeeperzookeeper 3.4.63.4.6
codehaus. jacksonorg.codehaus.jackson jackson-asljackson-core-asl 1.9.131.9.13
codehaus. jacksonorg.codehaus.jackson jackson-jaxrsjackson-jaxrs 1.9.131.9.13
codehaus. jacksonorg.codehaus.jackson jackson-映射器-asljackson-mapper-asl 1.9.131.9.13
codehaus. jacksonorg.codehaus.jackson jackson-xcjackson-xc 1.9.131.9.13
codehaus. janinoorg.codehaus.janino commons-compilercommons-compiler 3.0.93.0.9
codehaus. janinoorg.codehaus.janino janinojanino 3.0.93.0.9
datanucleusorg.datanucleus datanucleus-jdodatanucleus-api-jdo 3.2.63.2.6
datanucleusorg.datanucleus datanucleus-核心datanucleus-core 3.2.103.2.10
datanucleusorg.datanucleus datanucleus-rdbmsdatanucleus-rdbms 3.2.93.2.9
jettyorg.eclipse.jetty jetty-客户端jetty-client 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-继续jetty-continuation 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-httpjetty-http 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-iojetty-io 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-jndijetty-jndi 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jettyjetty-plus 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-proxyjetty-proxy 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-安全性jetty-security 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-服务器jetty-server 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-servletjetty-servlet 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-servletjetty-servlets 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-utiljetty-util 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-webappjetty-webapp 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-xmljetty-xml 9.3.20.v201705319.3.20.v20170531
fusesource. leveldbjniorg.fusesource.leveldbjni leveldbjni-allleveldbjni-all 1.81.8
glassfish. hk2org.glassfish.hk2 hk2-apihk2-api 2.4.0-b342.4.0-b34
glassfish. hk2org.glassfish.hk2 hk2-定位器hk2-locator 2.4.0-b342.4.0-b34
glassfish. hk2org.glassfish.hk2 hk2-utilshk2-utils 2.4.0-b342.4.0-b34
glassfish. hk2org.glassfish.hk2 osgiosgi-resource-locator 1.0.11.0.1
glassfish. hk2org.glassfish.hk2.external aopalliance-已重新打包aopalliance-repackaged 2.4.0-b342.4.0-b34
glassfish. hk2org.glassfish.hk2.external javax.injectjavax.inject 2.4.0-b342.4.0-b34
glassfish. jersey。org.glassfish.jersey.bundles.repackaged jersey-guavajersey-guava 2.22.22.22.2
glassfish. jerseyorg.glassfish.jersey.containers jersey-servletjersey-container-servlet 2.22.22.22.2
glassfish. jerseyorg.glassfish.jersey.containers jersey-servlet-内核jersey-container-servlet-core 2.22.22.22.2
glassfish. jerseyorg.glassfish.jersey.core jersey-clientjersey-client 2.22.22.22.2
glassfish. jerseyorg.glassfish.jersey.core jersey-commonjersey-common 2.22.22.22.2
glassfish. jerseyorg.glassfish.jersey.core jersey-服务器jersey-server 2.22.22.22.2
glassfish. jersey. mediaorg.glassfish.jersey.media jersey-jaxbjersey-media-jaxb 2.22.22.22.2
组织休眠org.hibernate 休眠-验证程序hibernate-validator 5.1.1. Final5.1.1.Final
iq80. snappyorg.iq80.snappy snappysnappy 0.20.2
javassistorg.javassist javassistjavassist 3.18.1-GA3.18.1-GA
jboss. 日志记录org.jboss.logging jboss-日志记录jboss-logging 3.1.3.GA3.1.3.GA
jdbiorg.jdbi jdbijdbi 2.63.12.63.1
jodaorg.joda joda-转换joda-convert 1.71.7
joddorg.jodd jodd-核心jodd-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
lz4org.lz4 lz4-javalz4-java 1.4.01.4.0
mariadborg.mariadb.jdbc mariadb-客户端mariadb-java-client 2.1.22.1.2
mockitoorg.mockito mockito-所有mockito-all 1.9.51.9.5
objenesisorg.objenesis objenesisobjenesis 2.5.12.5.1
postgresqlorg.postgresql postgresqlpostgresql 42.1.442.1.4
roaringbitmaporg.roaringbitmap RoaringBitmapRoaringBitmap 0.5.110.5.11
rocksdborg.rocksdb rocksdbjnirocksdbjni 5.2.15.2.1
rosuda. REngineorg.rosuda.REngine REngineREngine 2.1.02.1.0
scala-langorg.scala-lang scala-compiler_2 11scala-compiler_2.11 2.11.82.11.8
scala-langorg.scala-lang scala-library_2 11scala-library_2.11 2.11.82.11.8
scala-langorg.scala-lang scala-reflect_2 11scala-reflect_2.11 2.11.82.11.8
scala-langorg.scala-lang.modules scala-combinators_2 11scala-parser-combinators_2.11 1.0.21.0.2
scala-langorg.scala-lang.modules scala-xml_2 11scala-xml_2.11 1.0.51.0.5
scala-sbtorg.scala-sbt 测试-接口test-interface 1.01.0
scalacheckorg.scalacheck scalacheck_2 11scalacheck_2.11 1.12.51.12.5
scalacticorg.scalactic scalactic_2 11scalactic_2.11 3.0.33.0.3
scalanlporg.scalanlp 轻松 macros_2. 11breeze-macros_2.11 0.13.20.13.2
scalanlporg.scalanlp breeze_2 11breeze_2.11 0.13.20.13.2
scalatestorg.scalatest scalatest_2 11scalatest_2.11 3.0.33.0.3
slf4jorg.slf4j jcl slf4jjcl-over-slf4j 1.7.161.7.16
slf4jorg.slf4j jul-to-slf4jjul-to-slf4j 1.7.161.7.16
slf4jorg.slf4j slf4j-apislf4j-api 1.7.161.7.16
slf4jorg.slf4j slf4j-log4j12slf4j-log4j12 1.7.161.7.16
组织 spark-项目配置单元org.spark-project.hive hive-beelinehive-beeline 1.2.1. custom-spark2-defaults1.2.1.spark2
组织 spark-项目配置单元org.spark-project.hive hive-clihive-cli 1.2.1. custom-spark2-defaults1.2.1.spark2
组织 spark-项目配置单元org.spark-project.hive hive-exechive-exec 1.2.1. custom-spark2-defaults1.2.1.spark2
组织 spark-项目配置单元org.spark-project.hive hive-jdbchive-jdbc 1.2.1. custom-spark2-defaults1.2.1.spark2
组织 spark-项目配置单元org.spark-project.hive hive-元存储hive-metastore 1.2.1. custom-spark2-defaults1.2.1.spark2
org-项目 sparkorg.spark-project.spark unusedunused 1.0.01.0.0
spire-数学org.spire-math spire-macros_2 11spire-macros_2.11 0.13.00.13.0
spire-数学org.spire-math spire_2 11spire_2.11 0.13.00.13.0
springframeworkorg.springframework 春季核心spring-core 4.1。44.1.4.RELEASE
springframeworkorg.springframework 弹簧测试spring-test 4.1。44.1.4.RELEASE
tukaaniorg.tukaani xzxz 1.51.5
typelevelorg.typelevel machinist_2 11machinist_2.11 0.6.10.6.1
typelevelorg.typelevel 宏 compat_2 11macro-compat_2.11 1.1.11.1.1
xerialorg.xerial sqlite-jdbcsqlite-jdbc 3.8.11.23.8.11.2
xerial. snappyorg.xerial.snappy snappy-javasnappy-java 1.1.7.11.1.7.1
yamlorg.yaml snakeyamlsnakeyaml 1.161.16
orooro orooro 2.0.82.0.8
软件 amazonsoftware.amazon.ion 离子-javaion-java 1.0.21.0.2
staxstax stax-apistax-api 1.0.11.0.1
xmlencxmlenc xmlencxmlenc 0.520.52