Databricks Runtime 5.0（不受支持）Databricks Runtime 5.0 (Unsupported)

Databricks 于 2018 年 11 月发布了此映像。Databricks released this image in November 2018.

以下发行说明提供了由 Apache Spark 支持的 Databricks Runtime 5.0 的相关信息。The following release notes provide information about Databricks Runtime 5.0, powered by Apache Spark.

新功能New Features

改进Improvements

  • Delta LakeDelta Lake
    • OPTIMIZE 性能和稳定性。OPTIMIZE performance and stability.
      • OPTIMIZE 命令将尽快提交批处理，而不是在结束时提交。The OPTIMIZE command commits batches as soon as possible, instead of at the end.
      • 减小 OPTIMIZE 并行运行的线程的默认数目。Reduced the default number of threads OPTIMIZE runs in parallel. 对于大型表，这是一种严格的性能提升。This is a strict performance increase for large tables.
      • 通过在写入已分区表时避免对数据进行不必要的排序，加速 OPTIMIZE 写入。Sped up OPTIMIZE writes by avoiding an unnecessarily sorting data when writing to a partitioned table.
      • 通过使其递增来加速 OPTIMIZE ZORDER BY。Sped up OPTIMIZE ZORDER BY by making it incremental. 这意味着该命令现在可以避免重写已按相同列进行 Z 排序的数据文件。This means the command now avoids rewriting data files that were already Z-ordered by the same column(s). 请参阅 Z 排序（多维聚类）。See Z-Ordering (multi-dimensional clustering).
    • 查询 Delta 表时的快照隔离。Snapshot isolation when querying Delta tables. 任何具有对 Delta 表的多个引用的查询（例如自联接）都从同一个表快照读取，即使该表存在并发更新。Any query with multiple references to a Delta table (for example, self-join) reads from the same table snapshot even if there are concurrent updates to the table.
    • 通过在驱动程序上缓存元数据，改善了从小型（< 2000 文件）Delta 表中进行读取时的查询延迟。Improved query latency when reading from small (< 2000 files) Delta tables by caching metadata on the driver.
  • 改进了 MLlib 逻辑回归性能。Improved MLlib logistic regression performance.
  • 改进了 MLlib 树算法性能。Improved MLlib tree algorithm performance.
  • 升级了几个 Java 库和 Scala 库。Upgraded several Java and Scala libraries. 请参阅已安装的 Java 库和 Scala 库（Scala 2.11 群集版本）。See Installed Java and Scala libraries (Scala 2.11 cluster version).
  • 升级了一些已安装的 Python 库：Upgraded some installed Python libraries:
    • pip：10.0.1 到 18.0pip: 10.0.1 to 18.0
    • setuptools：39.2.0 到 40.4.1setuptools: 39.2.0 to 40.4.1
    • tornado：5.0.2 到 5.1.1tornado: 5.0.2 to 5.1.1
  • 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

  • Delta LakeDelta Lake
    • 现在，在 SQL 配置中设置的配置可以正确地应用于最初加载到其他笔记本中的 Delta Lake 操作。Configurations set in SQL conf now correctly apply to Delta Lake operations that were first loaded in a different notebook.
    • 修复了 DELETE 命令中的 bug，该 bug 会错误地删除条件评估为 null 的行。Fixed a bug in DELETE command that would incorrectly delete the rows where the condition evaluates to null.
    • 尝试从检查点恢复时，花费两天以上的时间来处理初始批处理的流（即，流启动时表中的数据）不再因 FileNotFoundException 而失败。Streams that take more than two days to process the initial batch (that is, data that was in the table when the stream started) no longer fail with FileNotFoundException when attempting to recover from a checkpoint.
    • 避免在加载新表时会导致 NoClassDefError 的争用条件。Avoids a race condition that lead to NoClassDefError when loading a new table.
    • 修复了 VACUUM 可能导致操作失败并显示 AssertionError 的问题：“这里不应该有要删除的绝对路径。”Fix for VACUUM where the operation may fail with an AssertionError stating: “Shouldn’t have any absolute paths for deletion here.”
    • 修复了 SHOW CREATE TABLE 命令以不包括 Hive 生成的存储属性。Fixed SHOW CREATE TABLE command to not include Hive-generated storage properties.
  • 现在会自动重启引发内部 Spark 类出现许多 NoClassDefFoundError 错误的执行程序，以解决此问题。Executors that throw many NoClassDefFoundError errors for internal Spark classes are now automatically restarted to fix the issue.

已知问题Known Issues

  • 即使启用了不区分大小写（默认设置），在 Delta Lake 中 overwrite 模式的 replaceWhere 选项中指定的列名也是区分大小写的。Column names specified in the replaceWhere option for overwrite mode in Delta Lake are case sensitive even if case insensitivity is enabled (which is the default).
  • Databricks Runtime 5.0 的 Snowflake 连接器处于预览版。The Snowflake connector for Databricks Runtime 5.0 is in Preview.
  • 如果取消了附加到 Databricks Runtime 5.0 群集的笔记本中正在运行的流式处理单元，则无法在笔记本中运行任何后续命令，除非清除笔记本状态或重启该群集。If you cancel a running streaming cell in a notebook attached to a Databricks Runtime 5.0 cluster, you cannot run any subsequent commands in the notebook unless you clear notebook state or restart the cluster. 有关解决方法，请参阅知识库。For a workaround, see the Knowledge Base.

Apache SparkApache Spark

Databricks Runtime 5.0 包括 Apache Spark 2.4.0。Databricks Runtime 5.0 includes Apache Spark 2.4.0.

Core 和 Spark SQLCore and Spark SQL

主要功能Major features

  • 屏障执行模式：[SPARK-24374] 支持计划程序中的屏障执行模式，以更好地与深度学习框架集成。Barrier Execution Mode: [SPARK-24374] Support Barrier Execution Mode in the scheduler, to better integrate with deep learning frameworks.
  • Scala 2.12 支持：[SPARK-14220] 添加实验性 Scala 2.12 支持。Scala 2.12 Support: [SPARK-14220] Add experimental Scala 2.12 support. 现在，可以通过 Scala 2.12 构建 Spark，并在 Scala 2.12 中编写 Spark 应用程序。Now you can build Spark with Scala 2.12 and write Spark applications in Scala 2.12.
  • 高阶函数：[SPARK-23899] 添加许多新的内置函数（包括高阶函数），以便更轻松地处理复杂数据类型。Higher-order functions: [SPARK-23899] Add many new built-in functions, including high-order functions, to make working with complex data types easier. 请参阅 Apache Spark 内置函数。See Apache Spark built-in functions.
  • 内置 Avro 数据源：[SPARK-24768] 具有逻辑类型支持、更好的性能和可用性的内联 Spark-Avro 包。Built-in Avro data source: [SPARK-24768] Inline Spark-Avro package with logical type support, better performance and usability.

APIAPI

性能和稳定性Performance and stability

连接器Connectors

PySparkPySpark

其他值得注意的更改Other notable changes

编程指南：Spark RDD 编程指南 和 Spark SQL 数据帧和数据集指南。Programming guides: Spark RDD Programming Guide and Spark SQL DataFrames and Datasets Guide.

结构化流式处理Structured Streaming

主要功能Major features

  • [SPARK-24565] 使用 foreachBatch（Python、Scala 和 Java）以数据帧的形式公开每个微批处理的输出行[SPARK-24565] Exposed the output rows of each microbatch as a DataFrame using foreachBatch (Python, Scala, and Java)
  • [SPARK-24396] 为 foreach 和 ForeachWriter 添加了 Python API[SPARK-24396] Added Python API for foreach and ForeachWriter
  • [SPARK-25005] 支持“kafka.isolation.level”以仅读取使用事务生成器编写的 Kafka 主题中的已提交记录。[SPARK-25005] Support “kafka.isolation.level” to read only committed records from Kafka topics that are written using a transactional producer.

其他值得注意的更改Other notable changes

  • [SPARK-24662] 支持 LIMIT 运算符用于 Append 或 Complete 模式下的流[SPARK-24662] Support the LIMIT operator for streams in Append or Complete mode
  • [SPARK-24763] 从流式处理聚合的值中删除冗余的密钥数据[SPARK-24763] Remove redundant key data from value in streaming aggregation
  • [SPARK-24156] 当输入流中没有数据时，使用状态操作（mapGroupsWithState、流流联接、流式处理聚合、流式处理 dropDuplicates）可以更快地生成输出结果和/或清除状态。[SPARK-24156] Faster generation of output results and/or state cleanup with stateful operations (mapGroupsWithState, stream-stream join, streaming aggregation, streaming dropDuplicates) when there is no data in the input stream.
  • [SPARK-24730] 支持在查询中存在多个输入流时选择最小或最大的水印[SPARK-24730] Support for choosing either the min or max watermark when there are multiple input streams in a query
  • [SPARK-25399] 修复了在重用来自连续处理的执行线程以进行微批处理流式处理可能会导致准确性问题的 bug[SPARK-25399] Fixed a bug where reusing execution threads from continuous processing for microbatch streaming can result in a correctness issue
  • [SPARK-18057] 将 Kafka 客户端版本从 0.10.0.1 升级到 2.0.0[SPARK-18057] Upgraded Kafka client version from 0.10.0.1 to 2.0.0

编程指南：结构化流编程指南。Programming guide: Structured Streaming Programming Guide.

MLlibMLlib

主要功能Major features

其他值得注意的更改Other notable changes

编程指南：机器学习库 (MLlib) 指南。Programming guide: Machine Learning Library (MLlib) Guide.

SparkRSparkR

编程指南：SparkR（Spark 上的 R）。Programming guide: SparkR (R on Spark).

GraphXGraphX

  • [SPARK-25268] 运行并行个性化 PageRank 引发序列化异常[SPARK-25268] run Parallel Personalized PageRank throws serialization Exception

编程指南：GraphX 编程指南。Programming guide: GraphX Programming Guide.

弃用功能Deprecations

行为变更Changes of behavior

  • [SPARK-23549] 将时间戳与日期进行比较时强制转换为时间戳[SPARK-23549] Cast to timestamp when comparing timestamp with date
  • [SPARK-24324] pandas 分组的映射 UDF 应按名称分配结果列[SPARK-24324] pandas Grouped Map UDF should assign result columns by name
  • [SPARK-25088] Rest 服务器默认和文档更新[SPARK-25088] Rest Server default & doc updates
  • [SPARK-23425] 为使用通配符的 hdfs 文件路径加载数据未正常工作[SPARK-23425] load data for hdfs file path with wildcard usage is not working properly
  • [SPARK-23173] from_json 可以为标记为不可为 null 的字段产生 null 值[SPARK-23173] from_json can produce nulls for fields which are marked as non-nullable
  • [SPARK-24966] 实现设置操作的优先规则[SPARK-24966] Implement precedence rules for set operations
  • [SPARK-25708] 没有 GROUP BY 的 HAVING 应为全局汇总[SPARK-25708] HAVING without GROUP BY should be global aggregate
  • [SPARK-24341] 正确处理多值 IN 子查询[SPARK-24341] Correctly handle multi-value IN subquery
  • [SPARK-19724] 创建具有已存在默认位置的托管表应引发异常[SPARK-19724] Create a managed table with an existed default location should throw an exception

请参阅迁移指南以了解所有行为变更。See the Migration Guide for all behavior changes.

已知问题Known Issues

  • [SPARK-25793] 加载 BisectingKMeans 中的模型 bug[SPARK-25793] Loading model bug in BisectingKMeans
  • [SPARK-25271] 具有 Hive parquet 表的 CTAS 应利用本机 parquet 源[SPARK-25271] CTAS with Hive parquet tables should leverage native parquet source
  • [SPARK-24935] 执行 Hive UDAF 出现问题是从 Spark 2.2 开始的[SPARK-24935] Problem with Executing Hive UDAF’s from Spark 2.2 Onwards

维护更新Maintenance Updates

请参阅 Databricks Runtime 5.0 维护更新。See Databricks Runtime 5.0 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_162Java: 1.8.0_162
  • 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 5.0 不支持。Although Scala 2.12 is supported in Apache Spark 2.4, it is not supported in Databricks Runtime 5.0.

已安装的 Python 库Installed Python Libraries

库Library 版本Version 库Library 版本Version 库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 18.018.0 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 40.4.140.4.1 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 15.0.115.0.1 wcwidthwcwidth 0.1.70.1.7 wheelwheel 0.31.10.31.1
wsgirefwsgiref 0.1.20.1.2

已安装的 R 库Installed R Libraries

库Library 版本Version 库Library 版本Version 库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 3.0-13.0-1
caretcaret 6.0-806.0-80 cellrangercellranger 1.1.01.1.0 chronchron 2.3-522.3-52
classclass 7.3-147.3-14 clicli 1.0.01.0.0 clustercluster 2.0.7-12.0.7-1
codetoolscodetools 0.2-150.2-15 colorspacecolorspace 1.3-21.3-2 commonmarkcommonmark 1.51.5
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 1.11.41.11.4 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 1.13.61.13.6 digestdigest 0.6.160.6.16
dimReddimRed 0.1.00.1.0 doMCdoMC 1.3.51.3.5 dplyrdplyr 0.7.60.7.6
DRRDRR 0.0.30.0.3 fansifansi 0.3.00.3.0 forcatsforcats 0.3.00.3.0
foreachforeach 1.4.41.4.4 foreignforeign 0.8-700.8-70 gbmgbm 2.1.32.1.3
geometrygeometry 0.3-60.3-6 ggplot2ggplot2 3.0.03.0.0 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
gsubfngsubfn 0.70.7 gtablegtable 0.2.00.2.0 h2oh2o 3.20.0.23.20.0.2
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 ipredipred 0.9-70.9-7
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 0.20-350.20-35
lavalava 1.6.31.6.3 lazyevallazyeval 0.2.10.2.1 littlerlittler 0.3.40.3.4
lme4lme4 1.1-18-11.1-18-1 lubridatelubridate 1.7.41.7.4 magicmagic 1.5-81.5-8
magrittrmagrittr 1.51.5 mapprojmapproj 1.2.61.2.6 mapsmaps 3.3.03.3.0
maptoolsmaptools 0.9-30.9-3 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 1.8-241.8-24 mimemime 0.50.5 minqaminqa 1.2.41.2.4
ModelMetricsModelMetrics 1.2.01.2.0 munsellmunsell 0.5.00.5.0 mvtnormmvtnorm 1.0-81.0-8
nlmenlme 3.1-1373.1-137 nloptrnloptr 1.0.41.0.4 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 1.0.01.0.0 pkgconfigpkgconfig 2.0.22.0.2 pkgKittenpkgKitten 0.1.40.1.4
pkgloadpkgload 1.0.01.0.0 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 1.12.11.12.1 processxprocessx 3.2.03.2.0 prodlimprodlim 2018.04.182018.04.18
protoproto 1.0.01.0.0 psps 1.1.01.1.0 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 2.2.22.2.2 randomForestrandomForest 4.6-144.6-14
RColorBrewerRColorBrewer 1.1-21.1-2 RcppRcpp 0.12.180.12.18 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
reshape2reshape2 1.4.31.4.3 riorio 0.5.100.5.10 rlangrlang 0.2.20.2.2
robustbaserobustbase 0.93-20.93-2 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 0.70.7 scalesscales 1.0.01.0.0
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 2.42-62.42-6 tcltktcltk 3.4.43.4.4
TeachingDemosTeachingDemos 2.102.10 testthattestthat 2.0.02.0.0 tibbletibble 1.4.21.4.2
tidyrtidyr 0.8.10.8.1 tidyselecttidyselect 0.2.40.2.4 timeDatetimeDate 3043.1023043.102
toolstools 3.4.43.4.4 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 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-db7-spark2.40.5.0-db7-spark2.4
com.databrickscom.databricks dbml-local_2.11-testsdbml-local_2.11-tests 0.5.0-db7-spark2.40.5.0-db7-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-jdbcsnowflake-jdbc 3.6.33.6.3
net.snowflakenet.snowflake spark-snowflake_2.11spark-snowflake_2.11 2.4.12.4.1
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-databricks21.10.1-databricks2
org.apache.parquetorg.apache.parquet parquet-commonparquet-common 1.10.1-databricks21.10.1-databricks2
org.apache.parquetorg.apache.parquet parquet-encodingparquet-encoding 1.10.1-databricks21.10.1-databricks2
org.apache.parquetorg.apache.parquet parquet-formatparquet-format 2.4.02.4.0
org.apache.parquetorg.apache.parquet parquet-hadoopparquet-hadoop 1.10.1-databricks21.10.1-databricks2
org.apache.parquetorg.apache.parquet parquet-jacksonparquet-jackson 1.10.1-databricks21.10.1-databricks2
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