Databricks Runtime 3.5 LTS(不受支持)Databricks Runtime 3.5 LTS (Unsupported)

Databricks 于 2017 年 12 月发布了此映像。Databricks released this image in December 2017. 2018 年 1 月为其声明了长期支持 (LTS)。It was declared Long Term Support (LTS) in January 2018. 支持已于 2020 年 1 月 2 日结束。Support ended on January 2, 2020.

以下发行说明提供了由 Apache Spark 支持的 Databricks Runtime 3.5 的相关信息。The following release notes provide information about Databricks Runtime 3.5, powered by Apache Spark.

更改和改进Changes and improvements

  • 向数据集 API 添加了 repartitionByRangeAdded repartitionByRange to Dataset API.

  • 为驱动程序和执行程序将“堆直方图”添加到了 Spark UI 的“执行程序”页面。Added “Heap Histogram” to Spark UI’s Executors page for driver and executors. 堆直方图显示堆中每个类的总大小和实例计数,这使得用户可以轻松了解不同种类的类对驱动程序或执行程序的堆内存的消耗情况。A heap histogram shows the total size and instance count for each class in the heap, which allows uses to easily understand how different kinds of classes consume heap memory of a driver or an executor.

    堆直方图 - 全部Heap histogram all

    堆直方图 - 执行程序Heap histogram executor

  • 提高了窗口函数性能。Improved window function performance.

  • 已将 Python 库设置工具从 36.6.0 升级到 38.2.3。Upgraded Python library setuptools from 36.6.0 to 38.2.3.

  • 已升级多个预安装的 R 库。Upgraded several pre-installed R libraries. 有关详细信息,请参阅预安装的 R 库Please refer to Pre-installed R Libraries for details.

  • Bug 修复和稳定性改进。Bug fixes and stability improvements.

Apache SparkApache Spark

Databricks Runtime 3.5 包括 Apache Spark 2.2.1。Databricks Runtime 3.5 includes Apache Spark 2.2.1. 此版本包括 Databricks Runtime 3.4(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 3.4 (Unsupported), as well as the following additional bug fixes and improvements made to Spark:

  • [SPARK-20557][SQL] 对于 Oracle 方言,仅支持 TIMESTAMP WITH TIME ZONE[SPARK-20557][SQL] Only support TIMESTAMP WITH TIME ZONE for Oracle Dialect
  • [SPARK-21652][SQL] 修复 InferFiltersFromConstraints 与其他筛选器约简规则之间的规则冲突[SPARK-21652][SQL] Fix rule conflict between InferFiltersFromConstraints and the other Filter Reduction Rules
  • [SPARK-22721] BytesToBytesMap 峰值内存未更新。[SPARK-22721] BytesToBytesMap peak memory not updated.
  • [SPARK-22431][SQL] 确保表/视图元数据的架构中的数据类型在保存前可由 Spark 分析。[SPARK-22431][SQL] Ensure that the datatype in the schema for the table/view metadata is parseable by Spark before persisting it
  • [SPARK-22686][SQL] DROP TABLE IF EXISTS 不应显示 AnalysisException[SPARK-22686][SQL] DROP TABLE IF EXISTS should not show AnalysisException
  • [SPARK-21652][SQL] 修复 InferFiltersFromConstraints 与 ConstantPropagation 之间的规则冲突[SPARK-21652][SQL] Fix rule conflict between InferFiltersFromConstraints and ConstantPropagation
  • [SPARK-22162] 执行程序和驱动程序在 RDD 提交协议中应使用一致的 JobID[SPARK-22162] Executors and the driver should use consistent JobIDs in the RDD commit protocol
  • [SPARK-22635][SQL] [ORC] 读取包含特殊字符的 ORC 文件时出现 System.io.filenotfoundexception[SPARK-22635][SQL][ORC] FileNotFoundException while reading ORC files containing special characters
  • [SPARK-22601][SQL] 提供了不存在的非本地文件路径时,数据加载显示为成功[SPARK-22601][SQL] Data load is getting displayed successful on providing non existing nonlocal file path
  • [SPARK-22653] 在 CoarseGrainedSchedulerBac 中注册了 executorAddress…[SPARK-22653] executorAddress registered in CoarseGrainedSchedulerBac…
  • [SPARK-22373] 升级 Janino 依赖项版本以修复线程安全问题…[SPARK-22373] Bump Janino dependency version to fix thread safety issue…
  • [SPARK-22637][SQL] 仅刷新逻辑计划一次。[SPARK-22637][SQL] Only refresh a logical plan once.
  • [SPARK-22603][SQL] 修复 FormatString 的 64KB JVM 字节码限制问题[SPARK-22603][SQL] Fix 64KB JVM bytecode limit problem with FormatString
  • [SPARK-22595][SQL] 修复不可靠测试问题:CastSuite.SPARK-22500:结构的强制转换不应生成超过 64KB 的代码[SPARK-22595][SQL] fix flaky test: CastSuite.SPARK-22500: cast for struct should not generate codes beyond 64KB
  • [SPARK-22591][SQL] GenerateOrdering 不应更改 CodegenContext.INPUT_ROW[SPARK-22591][SQL] GenerateOrdering shouldn’t change CodegenContext.INPUT_ROW
  • [SPARK-17920][SPARK-19580][SPARK-19878][SQL] 支持写入到使用 Avro 架构 URL“avro.schema.url”的 Hive 表[SPARK-17920][SPARK-19580][SPARK-19878][SQL] Support writing to Hive table which uses Avro schema url ‘avro.schema.url’
  • [SPARK-22548][SQL] 向下推送到 JDBC 数据源的嵌套 AND 表达式不正确[SPARK-22548][SQL] Incorrect nested AND expression pushed down to JDBC data source
  • [SPARK-22500][SQL] 修复 cast 的 64KB JVM 字节码限制问题[SPARK-22500][SQL] Fix 64KB JVM bytecode limit problem with cast
  • [SPARK-22550][SQL] 修复 elt 的 64KB JVM 字节码限制问题[SPARK-22550][SQL] Fix 64KB JVM bytecode limit problem with elt
  • [SPARK-22508][SQL] 修复 GenerateUnsafeRowJoiner.create() 的 64KB JVM 字节码限制问题[SPARK-22508][SQL] Fix 64KB JVM bytecode limit problem with GenerateUnsafeRowJoiner.create()
  • [SPARK-22549][SQL] 修复 concat_ws 的 64KB JVM 字节码限制问题[SPARK-22549][SQL] Fix 64KB JVM bytecode limit problem with concat_ws
  • [SPARK-22498][SQL] 修复 concat 的 64KB JVM 字节码限制问题[SPARK-22498][SQL] Fix 64KB JVM bytecode limit problem with concat
  • [SPARK-22544][SS] FileStreamSource 应使用其自己的 hadoop conf 来调用 globPathIfNecessary[SPARK-22544][SS] FileStreamSource should use its own hadoop conf to call globPathIfNecessary
  • [SPARK-22538][ML] SQLTransformer 不应取消保存可能已缓存的输入数据集[SPARK-22538][ML] SQLTransformer should not unpersist possibly cached input dataset
  • [SPARK-22540][SQL] 确保 HighlyCompressedMapStatus 计算正确的 avgSize[SPARK-22540][SQL] Ensure HighlyCompressedMapStatus calculates correct avgSize
  • [SPARK-22535][PYSPARK] 在终止 PythRunner.MonitorThread 中的 python 辅助角色之前睡眠 (branch-2.2)[SPARK-22535][PYSPARK] Sleep before killing the python worker in PythRunner.MonitorThread (branch-2.2)
  • [SPARK-22501][SQL] 修复 in 的 64KB JVM 字节码限制问题[SPARK-22501][SQL] Fix 64KB JVM bytecode limit problem with in
  • [SPARK-22494][SQL] 修复 Coalesce 和 AtleastNNonNulls 的 64KB 限制异常[SPARK-22494][SQL] Fix 64KB limit exception with Coalesce and AtleastNNonNulls
  • [SPARK-22499][SQL] 修复 least 和 greatest 的 64KB JVM 字节码限制问题[SPARK-22499][SQL] Fix 64KB JVM bytecode limit problem with least and greatest
  • [SPARK-22479][SQL] 从 SaveintoDataSourceCommand.simpleString 中排除凭据[SPARK-22479][SQL] Exclude credentials from SaveintoDataSourceCommand.simpleString
  • [SPARK-22469][SQL] 与字符串和数值进行比较时的准确性问题[SPARK-22469][SQL] Accuracy problem in comparison with string and numeric
  • [SPARK-22721] 在执行 reset() 后,BytesToBytesMap 峰值内存使用量不准确[SPARK-22721] BytesToBytesMap peak memory usage not accurate after reset()
  • [SPARK-22614] 数据集 API:repartitionByRange(…)[SPARK-22614] Dataset API: repartitionByRange(…)
  • [SPARK-22471][SQL] SQLListener 消耗大量内存,导致 OutOfMemoryError[SPARK-22471][SQL] SQLListener consumes much memory causing OutOfMemoryError
  • [SPARK-22442][SQL] ScalaReflection 应为特殊字符生成正确的字段名称[SPARK-22442][SQL] ScalaReflection should produce correct field names for special characters
  • [SPARK-21694][R][ML] 减小 R 中线性 SVM 测试中的最大迭代次数,以加快 AppVeyor 生成速度[SPARK-21694][R][ML] Reduce max iterations in Linear SVM test in R to speed up AppVeyor build
  • [SPARK-22464][SQL] 对于包含 null 安全等式的 Hive 元存储分区谓词,不向下推送[SPARK-22464][SQL] No pushdown for Hive metastore partition predicates containing null-safe equality
  • [SPARK-22488][SQL] 修复 SparkSession 内部 table() API 中的视图解析问题[SPARK-22488][SQL] Fix the view resolution issue in the SparkSession internal table() API
  • [SPARK-21720][SQL] 修复 AND 或 OR 的 64KB JVM 字节码限制问题[SPARK-21720][SQL] Fix 64KB JVM bytecode limit problem with AND or OR
  • [SPARK-21667][STREAMING] ConsoleSink 不应通过 checkpointLocation 选项来使流式处理查询失败[SPARK-21667][STREAMING] ConsoleSink should not fail streaming query with checkpointLocation option
  • [SPARK-19644][SQL] 创建编码器后清理 Scala 反射垃圾 (branch-2.2)[SPARK-19644][SQL] Clean up Scala reflection garbage after creating Encoder (branch-2.2)
  • [SPARK-22284][SQL] 修复在计算嵌套结构的哈希时出现的 64KB JVM 字节码限制问题[SPARK-22284][SQL] Fix 64KB JVM bytecode limit problem in calculating hash for nested structs
  • [SPARK-22243][DSTREAM] spark.yarn.jars 在检查点恢复时应从配置重载[SPARK-22243][DSTREAM] spark.yarn.jars should reload from config when checkpoint recovery
  • [SPARK-22344][SPARKR] 如果将测试作为源包运行,请清理安装目录[SPARK-22344][SPARKR] clean up install dir if running test as source package
  • [SPARK-22472][SQL] 针对顶级基元值添加 null 检查[SPARK-22472][SQL] add null check for top-level primitive values
  • [SPARK-22403][SS] 向 StructuredKafkaWordCount 示例添加可选 checkpointLocation 参数[SPARK-22403][SS] Add optional checkpointLocation argument to StructuredKafkaWordCount example
  • [SPARK-22281][SPARKR] 处理 R 方法的中断性签名变更[SPARK-22281][SPARKR] Handle R method breaking signature changes
  • [SPARK-22417][PYTHON] 修复带时间戳的 pandas.DataFrame 中的 createDataFrame[SPARK-22417][PYTHON] Fix for createDataFrame from pandas.DataFrame with timestamp
  • [SPARK-22315][SPARKR] 在 SparkR 包版本与 SparkContext 不匹配时发出警告[SPARK-22315][SPARKR] Warn if SparkR package version doesn’t match SparkContext
  • [SPARK-22429][STREAMING] 流式处理检查点代码在失败后不重试[SPARK-22429][STREAMING] Streaming checkpointing code does not retry after failure
  • [SPARK-22211][SQL] 删除不正确的 FOJ 限制下推[SPARK-22211][SQL] Remove incorrect FOJ limit pushdown
  • [SPARK-22306][SQL] alter table schema 不应清除 hive 端的 Bucket 存储元数据[SPARK-22306][SQL] alter table schema should not erase the bucketing metadata at hive side
  • [SPARK-22333][SQL] timeFunctionCall(CURRENT_DATE, CURRENT_TIMESTAMP) 与 columnReference 冲突[SPARK-22333][SQL] timeFunctionCall(CURRENT_DATE, CURRENT_TIMESTAMP) has conflicts with columnReference
  • [SPARK-19611][SQL] 在 HiveMetastoreCatalog.convertToLogicalRelation 中正确地设置 dataSchema[SPARK-19611][SQL] set dataSchema correctly in HiveMetastoreCatalog.convertToLogicalRelation
  • [SPARK-22291][SQL] 在 PostgreSQL 中将 uuid、inet 和 cidr 数组类型转换为 StingType 时出现转换错误[SPARK-22291][SQL] Conversion error when transforming array types of uuid, inet and cidr to StingType in PostgreSQL
  • [SPARK-22344][SPARKR] 为 SparkR 测试设置 java.io.tmpdir[SPARK-22344][SPARKR] Set java.io.tmpdir for SparkR tests
  • [SPARK-19727][SQL] 修复对原始列进行修改的 round 函数[SPARK-19727][SQL] Fix for round function that modifies original column
  • [SPARK-22445][SQL] 在 BroadcastHashJoin 中遵守流端子代的 needCopyResult[SPARK-22445][SQL] Respect stream-side child’s needCopyResult in BroadcastHashJoin
  • [SPARK-22542][SQL] 删除 ColumnarBatch 中未使用的功能[SPARK-22542][SQL] remove unused features in ColumnarBatch
  • [SPARK-17310] 添加在 Parquet 端禁用记录级筛选器的选项[SPARK-17310] Add an option to disable record-level filter in Parquet-side
  • [SPARK-22514][SQL] 将 ColumnVector.Array 和 ColumnarBatch.Row 移动到各个文件[SPARK-22514][SQL] move ColumnVector.Array and ColumnarBatch.Row to individual files
  • [SPARK-22222][SPARK-22033] 修复 BufferHolder 中的 ARRAY_MAX 并添加测试[SPARK-22222][SPARK-22033] Fix the ARRAY_MAX in BufferHolder and add a test
  • [SPARK-10365][SQL] 支持 Parquet 逻辑类型 TIMESTAMP_MICROS[SPARK-10365][SQL] Support Parquet logical type TIMESTAMP_MICROS
  • [SPARK-22356][SQL] 数据源表应支持数据和分区架构之间的重叠列[SPARK-22356][SQL] data source table should support overlapped columns between data and partition schema
  • [SPARK-22355][SQL] Dataset.collect 不是线程安全的[SPARK-22355][SQL] Dataset.collect is not threadsafe
  • [SPARK-22328][CORE] ClosureCleaner 不应缺失引用的超类字段[SPARK-22328][CORE] ClosureCleaner should not miss referenced superclass fields
  • [SPARK-17902][R] 在 SparkR 中恢复 collect() 的 stringsAsFactors 选项[SPARK-17902][R] Revive stringsAsFactors option for collect() in SparkR
  • [SPARK-22227][CORE] DiskBlockManager.getAllBlocks 现在容许临时文件[SPARK-22227][CORE] DiskBlockManager.getAllBlocks now tolerates temp files
  • [SPARK-22319][CORE] 在访问 hdfs 之前调用 loginUserFromKeytab[SPARK-22319][CORE] call loginUserFromKeytab before accessing hdfs
  • [SPARK-21551][PYTHON] 增大 PythonRDD.serveIterator 的超时[SPARK-21551][PYTHON] Increase timeout for PythonRDD.serveIterator
  • [SPARK-22249][SQL] 在优化器中检查 IN 的值列表是否为空[SPARK-22249][SQL] Check if list of value for IN is empty in the optimizer
  • [SPARK-22271][SQL] 平均值溢出并为某些十进制变量返回 null[SPARK-22271][SQL] mean overflows and returns null for some decimal variables
  • [SPARK-22249][SQL] 包含空列表的 isin 在缓存的数据帧上引发异常[SPARK-22249][SQL] isin with empty list throws exception on cached DataFrame
  • [SPARK-22223][SQL] ObjectHashAggregate 不应引入不必要的混排[SPARK-22223][SQL] ObjectHashAggregate should not introduce unnecessary shuffle
  • [SPARK-21549][CORE] 遵守未提供输出目录/提供了无效输出目录的 OutputFormats[SPARK-21549][CORE] Respect OutputFormats with no/invalid output directory provided
  • [SPARK-22273][SQL] 修复 HashMapGenerators 中的键/值架构字段名称。[SPARK-22273][SQL] Fix key/value schema field names in HashMapGenerators.
  • [SPARK-14387][SPARK-16628][SPARK-18355][SQL] 使用 Spark 架构读取 ORC 表而非 ORC 文件架构[SPARK-14387][SPARK-16628][SPARK-18355][SQL] Use Spark schema to read ORC table instead of ORC file schema
  • [SPARK-22252][SQL] FileFormatWriter 应遵守输入查询架构[SPARK-22252][SQL] FileFormatWriter should respect the input query schema
  • [SPARK-22217][SQL] ParquetFileFormat 支持任意 OutputCommitters[SPARK-22217][SQL] ParquetFileFormat to support arbitrary OutputCommitters
  • [SPARK-21907][CORE] 溢出期间内存不足[SPARK-21907][CORE] oom during spill
  • [SPARK-22218] SPARK 混排服务无法在应用重新尝试时更新机密[SPARK-22218] spark shuffle services fails to update secret on app re-attempts
  • [SPARK-21549][CORE] 遵守未提供输出目录的 OutputFormats[SPARK-21549][CORE] Respect OutputFormats with no output directory provided
  • [SPARK-22445][SQL] 将 CodegenContext.copyResult 移动到 CodegenSupport[SPARK-22445][SQL] move CodegenContext.copyResult to CodegenSupport
  • [SPARK-22408][SQL] RelationalGroupedDataset 的不同透视值计算启动了不必要的阶段[SPARK-22408][SQL] RelationalGroupedDataset’s distinct pivot value calculation launches unnecessary stages
  • [SPARK-17788][SPARK-21033][SQL] 修复 UnsafeExternalSorter 和 ShuffleExternalSorter 中潜在的内存不足问题[SPARK-17788][SPARK-21033][SQL] fix the potential OOM in UnsafeExternalSorter and ShuffleExternalSorter
  • [SPARK-22385][SQL] MapObjects 不应通过索引访问列表元素[SPARK-22385][SQL] MapObjects should not access list element by index
  • [SPARK-22355][SQL] Dataset.collect 不是线程安全的[SPARK-22355][SQL] Dataset.collect is not threadsafe
  • [SPARK-21055][SQL] 将 grouping__id 替换为 grouping_id()[SPARK-21055][SQL] replace grouping__id with grouping_id()
  • [SPARK-21762][SQL] 如果新文件尚不可见,则 FileFormatWriter/BasicWriteTaskStatsTracker 指标收集会失败[SPARK-21762][SQL] FileFormatWriter/BasicWriteTaskStatsTracker metrics collection fails if a new file isn’t yet visible

维护更新Maintenance updates

请参阅 Databricks Runtime 3.5 维护更新See Databricks Runtime 3.5 maintenance updates.

系统环境System environment

  • 操作系统:Ubuntu 16.04.3 LTSOperating System: Ubuntu 16.04.3 LTS
  • Java:1.8.0_151Java: 1.8.0_151
  • Scala:2.10.6(Scala 2.10 群集版本)/2.11.8(Scala 2.11 群集版本)Scala: 2.10.6 (Scala 2.10 cluster version)/2.11.8 (Scala 2.11 cluster version)
  • Python:2.7.12(如果启用 Python 3 支持,则为 3.5.2)Python: 2.7.12 (or 3.5.2 if Python 3 support is enabled)
  • R:R 版本 3.4.2 (2017-09-28)R: R version 3.4.2 (2017-09-28)
  • 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 8.0CUDA 8.0
  • CUDNN 6.0CUDNN 6.0

预安装的 Python 库Pre-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 3.1.13.1.1 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 0.18.10.18.1 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 9.0.19.0.1 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 0.4.10.4.1 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 38.2.338.2.3 simplejsonsimplejson 3.8.23.8.2 simples3simples3 1.01.0
singledispatchsingledispatch 3.4.0.33.4.0.3 6six 1.10.01.10.0 statsmodelsstatsmodels 0.6.10.6.1
tornadotornado 4.5.24.5.2 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 0.30.00.30.0
wsgirefwsgiref 0.1.20.1.2

预安装的 R 库Pre-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 1.1.11.1.1
basebase 3.4.23.4.2 BHBH 1.65.0-11.65.0-1 bindrbindr 0.10.1
bindrcppbindrcpp 0.20.2 bitbit 1.1-121.1-12 bit64bit64 0.9-70.9-7
bitopsbitops 1.0-61.0-6 blobblob 1.1.01.1.0 bootboot 1.3-201.3-20
brewbrew 1.0-61.0-6 broombroom 0.4.30.4.3 carcar 2.1-62.1-6
caretcaret 6.0-776.0-77 chronchron 2.3-512.3-51 classclass 7.3-147.3-14
clustercluster 2.0.62.0.6 codetoolscodetools 0.2-150.2-15 colorspacecolorspace 1.3-21.3-2
commonmarkcommonmark 1.41.4 compilercompiler 3.4.23.4.2 crayoncrayon 1.3.41.3.4
curlcurl 3.03.0 CVSTCVST 0.2-10.2-1 data.tabledata.table 1.10.4-31.10.4-3
datasetsdatasets 3.4.23.4.2 DBIDBI 0.70.7 ddalphaddalpha 1.3.11.3.1
DEoptimRDEoptimR 1.0-81.0-8 descdesc 1.1.11.1.1 devtoolsdevtools 1.13.41.13.4
dichromatdichromat 2.0-02.0-0 digestdigest 0.6.120.6.12 dimReddimRed 0.1.00.1.0
doMCdoMC 1.3.41.3.4 dplyrdplyr 0.7.40.7.4 DRRDRR 0.0.20.0.2
foreachforeach 1.4.31.4.3 foreignforeign 0.8-690.8-69 gbmgbm 2.1.32.1.3
ggplot2ggplot2 2.2.12.2.1 git2rgit2r 0.19.00.19.0 glmnetglmnet 2.0-132.0-13
glueglue 1.2.01.2.0 gowergower 0.1.20.1.2 graphicsgraphics 3.4.23.4.2
grDevicesgrDevices 3.4.23.4.2 gridgrid 3.4.23.4.2 gsubfngsubfn 0.6-60.6-6
gtablegtable 0.2.00.2.0 h2oh2o 3.16.0.13.16.0.1 httrhttr 1.3.11.3.1
hwriterhwriter 1.3.21.3.2 hwriterPlushwriterPlus 1.0-31.0-3 ipredipred 0.9-60.9-6
iteratorsiterators 1.0.81.0.8 jsonlitejsonlite 1.51.5 kernlabkernlab 0.9-250.9-25
KernSmoothKernSmooth 2.23-152.23-15 labelinglabeling 0.30.3 latticelattice 0.20-350.20-35
lavalava 1.5.11.5.1 lazyevallazyeval 0.2.10.2.1 littlerlittler 0.3.20.3.2
lme4lme4 1.1-141.1-14 lubridatelubridate 1.7.11.7.1 magrittrmagrittr 1.51.5
mapprojmapproj 1.2-51.2-5 mapsmaps 3.2.03.2.0 MASSMASS 7.3-477.3-47
矩阵Matrix 1.2-111.2-11 MatrixModelsMatrixModels 0.4-10.4-1 memoisememoise 1.1.01.1.0
方法methods 3.4.23.4.2 mgcvmgcv 1.8-221.8-22 mimemime 0.50.5
minqaminqa 1.2.41.2.4 mnormtmnormt 1.5-51.5-5 ModelMetricsModelMetrics 1.1.01.1.0
munsellmunsell 0.4.30.4.3 mvtnormmvtnorm 1.0-61.0-6 nlmenlme 3.1-1313.1-131
nloptrnloptr 1.0.41.0.4 nnetnnet 7.3-127.3-12 numDerivnumDeriv 2016.8-12016.8-1
opensslopenssl 0.9.90.9.9 parallelparallel 3.4.23.4.2 pbkrtestpbkrtest 0.4-70.4-7
pkgconfigpkgconfig 2.0.12.0.1 pkgKittenpkgKitten 0.1.40.1.4 plogrplogr 0.1-10.1-1
plyrplyr 1.8.41.8.4 praisepraise 1.0.01.0.0 pROCpROC 1.10.01.10.0
prodlimprodlim 1.6.11.6.1 protoproto 1.0.01.0.0 psychpsych 1.7.81.7.8
purrrpurrr 0.2.40.2.4 quantregquantreg 5.345.34 R.methodsS3R.methodsS3 1.7.11.7.1
R.ooR.oo 1.21.01.21.0 R.utilsR.utils 2.6.02.6.0 R6R6 2.2.22.2.2
randomForestrandomForest 4.6-124.6-12 RColorBrewerRColorBrewer 1.1-21.1-2 RcppRcpp 0.12.140.12.14
RcppEigenRcppEigen 0.3.3.3.10.3.3.3.1 RcppRollRcppRoll 0.2.20.2.2 RCurlRCurl 1.95-4.81.95-4.8
recipesrecipes 0.1.10.1.1 reshape2reshape2 1.4.21.4.2 rlangrlang 0.1.40.1.4
robustbaserobustbase 0.92-80.92-8 RODBCRODBC 1.3-151.3-15 roxygen2roxygen2 6.0.16.0.1
rpartrpart 4.1-114.1-11 rprojrootrprojroot 1.21.2 RserveRserve 1.7-31.7-3
RSQLiteRSQLite 2.02.0 rstudioapirstudioapi 0.70.7 scalesscales 0.5.00.5.0
sfsmiscsfsmisc 1.1-11.1-1 spsp 1.2-51.2-5 SparkRSparkR 2.2.12.2.1
SparseMSparseM 1.771.77 spatialspatial 7.3-117.3-11 splinessplines 3.4.23.4.2
sqldfsqldf 0.4-110.4-11 statmodstatmod 1.4.301.4.30 statsstats 3.4.23.4.2
stats4stats4 3.4.23.4.2 stringistringi 1.1.61.1.6 stringrstringr 1.2.01.2.0
survivalsurvival 2.41-32.41-3 tcltktcltk 3.4.23.4.2 TeachingDemosTeachingDemos 2.102.10
testthattestthat 1.0.21.0.2 tibbletibble 1.3.41.3.4 tidyrtidyr 0.7.20.7.2
tidyselecttidyselect 0.2.30.2.3 timeDatetimeDate 3042.1013042.101 工具tools 3.4.23.4.2
utilsutils 3.4.23.4.2 viridisLiteviridisLite 0.2.00.2.0 whiskerwhisker 0.3-20.3-2
withrwithr 2.1.02.1.0 xml2xml2 1.1.11.1.1

预安装的 Java 和 Scala 库(Scala 2.10 群集版本)Pre-installed Java and Scala libraries (Scala 2.10 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 1.7.31.7.3
com.amazonawscom.amazonaws aws-java-sdk-autoscalingaws-java-sdk-autoscaling 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudformationaws-java-sdk-cloudformation 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudfrontaws-java-sdk-cloudfront 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudhsmaws-java-sdk-cloudhsm 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudsearchaws-java-sdk-cloudsearch 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudtrailaws-java-sdk-cloudtrail 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudwatchaws-java-sdk-cloudwatch 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudwatchmetricsaws-java-sdk-cloudwatchmetrics 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-codedeployaws-java-sdk-codedeploy 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cognitoidentityaws-java-sdk-cognitoidentity 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cognitosyncaws-java-sdk-cognitosync 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-configaws-java-sdk-config 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-coreaws-java-sdk-core 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-datapipelineaws-java-sdk-datapipeline 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-directconnectaws-java-sdk-directconnect 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-directoryaws-java-sdk-directory 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-dynamodbaws-java-sdk-dynamodb 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-ec2aws-java-sdk-ec2 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-ecsaws-java-sdk-ecs 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-efsaws-java-sdk-efs 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-elasticacheaws-java-sdk-elasticache 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-elasticbeanstalkaws-java-sdk-elasticbeanstalk 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-elasticloadbalancingaws-java-sdk-elasticloadbalancing 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-elastictranscoderaws-java-sdk-elastictranscoder 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-emraws-java-sdk-emr 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-glacieraws-java-sdk-glacier 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-iamaws-java-sdk-iam 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-importexportaws-java-sdk-importexport 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-kinesisaws-java-sdk-kinesis 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-kmsaws-java-sdk-kms 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-lambdaaws-java-sdk-lambda 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-logsaws-java-sdk-logs 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-machinelearningaws-java-sdk-machinelearning 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-opsworksaws-java-sdk-opsworks 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-rdsaws-java-sdk-rds 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-redshiftaws-java-sdk-redshift 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-route53aws-java-sdk-route53 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-s3aws-java-sdk-s3 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-sesaws-java-sdk-ses 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-simpledbaws-java-sdk-simpledb 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-simpleworkflowaws-java-sdk-simpleworkflow 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-snsaws-java-sdk-sns 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-sqsaws-java-sdk-sqs 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-ssmaws-java-sdk-ssm 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-storagegatewayaws-java-sdk-storagegateway 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-stsaws-java-sdk-sts 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-supportaws-java-sdk-support 1.11.1261.11.126
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 1.11.1261.11.126
com.amazonawscom.amazonaws jmespath-javajmespath-java 1.11.1261.11.126
com.carrotsearchcom.carrotsearch hppchppc 0.7.10.7.1
com.chuusaicom.chuusai shapeless_2.10shapeless_2.10 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_2.10dbml-local_2.10 0.2.2-db2-spark2.20.2.2-db2-spark2.2
com.databrickscom.databricks dbml-local_2.10-testsdbml-local_2.10-tests 0.2.2-db2-spark2.20.2.2-db2-spark2.2
com.databrickscom.databricks jets3tjets3t 0.7.1-00.7.1-0
com.databricks.scalapbcom.databricks.scalapb compilerplugin_2.10compilerplugin_2.10 0.4.15-90.4.15-9
com.databricks.scalapbcom.databricks.scalapb scalapb-runtime_2.10scalapb-runtime_2.10 0.4.15-90.4.15-9
com.esotericsoftwarecom.esotericsoftware kryo-shadedkryo-shaded 3.0.33.0.3
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_2.10jackson-module-scala_2.10 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.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.jamesmurty.utilscom.jamesmurty.utils java-xmlbuilderjava-xmlbuilder 1.01.0
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 2.0.112.0.11
com.microsoft.sqlservercom.microsoft.sqlserver mssql-jdbcmssql-jdbc 6.1.0.jre86.1.0.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 2.62.6
com.trueaccord.lensescom.trueaccord.lenses lenses_2.10lenses_2.10 0.30.3
com.twittercom.twitter chill-javachill-java 0.8.00.8.0
com.twittercom.twitter chill_2.10chill_2.10 0.8.00.8.0
com.twittercom.twitter parquet-hadoop-bundleparquet-hadoop-bundle 1.6.01.6.0
com.twittercom.twitter util-app_2.10util-app_2.10 6.23.06.23.0
com.twittercom.twitter util-core_2.10util-core_2.10 6.23.06.23.0
com.twittercom.twitter util-jvm_2.10util-jvm_2.10 6.23.06.23.0
com.typesafecom.typesafe configconfig 1.2.11.2.1
com.typesafecom.typesafe scalalogging-slf4j_2.10scalalogging-slf4j_2.10 1.1.01.1.0
com.univocitycom.univocity univocity-parsersunivocity-parsers 2.2.12.2.1
com.vlkancom.vlkan flatbuffersflatbuffers 1.2.0-3f79e0551.2.0-3f79e055
com.zaxxercom.zaxxer HikariCPHikariCP 2.4.12.4.1
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 2.22.2
commons-poolcommons-pool commons-poolcommons-pool 1.5.41.5.4
info.ganglia.gmetric4jinfo.ganglia.gmetric4j gmetric4jgmetric4j 1.0.71.0.7
io.dropwizard.metricsio.dropwizard.metrics metrics-coremetrics-core 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-gangliametrics-ganglia 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-graphitemetrics-graphite 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-healthchecksmetrics-healthchecks 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-jetty9metrics-jetty9 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-jsonmetrics-json 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-jvmmetrics-jvm 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-log4jmetrics-log4j 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-servletsmetrics-servlets 3.1.23.1.2
io.nettyio.netty nettynetty 3.9.9.Final3.9.9.Final
io.nettyio.netty netty-allnetty-all 4.0.43.Final4.0.43.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
mx4jmx4j mx4jmx4j 3.0.23.0.2
net.hydromaticnet.hydromatic eigenbase-propertieseigenbase-properties 1.1.51.1.5
net.ihardernet.iharder base64base64 2.3.82.3.8
net.java.dev.jets3tnet.java.dev.jets3t jets3tjets3t 0.9.30.9.3
net.jpountz.lz4net.jpountz.lz4 lz4lz4 1.3.01.3.0
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.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 4.5.34.5.3
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 0.4.00.4.0
org.apache.arroworg.apache.arrow arrow-memoryarrow-memory 0.4.00.4.0
org.apache.arroworg.apache.arrow arrow-vectorarrow-vector 0.4.00.4.0
org.apache.avroorg.apache.avro avroavro 1.7.71.7.7
org.apache.avroorg.apache.avro avro-ipcavro-ipc 1.7.71.7.7
org.apache.avroorg.apache.avro avro-ipc-testsavro-ipc-tests 1.7.71.7.7
org.apache.avroorg.apache.avro avro-mapred-hadoop2avro-mapred-hadoop2 1.7.71.7.7
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 1.4.11.4.1
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 2.6.02.6.0
org.apache.curatororg.apache.curator curator-frameworkcurator-framework 2.6.02.6.0
org.apache.curatororg.apache.curator curator-recipescurator-recipes 2.6.02.6.0
org.apache.derbyorg.apache.derby derbyderby 10.10.2.010.10.2.0
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 4.5.24.5.2
org.apache.httpcomponentsorg.apache.httpcomponents httpcorehttpcore 4.4.44.4.4
org.apache.ivyorg.apache.ivy ivyivy 2.4.02.4.0
org.apache.parquetorg.apache.parquet parquet-columnparquet-column 1.8.2-databricks11.8.2-databricks1
org.apache.parquetorg.apache.parquet parquet-commonparquet-common 1.8.2-databricks11.8.2-databricks1
org.apache.parquetorg.apache.parquet parquet-encodingparquet-encoding 1.8.2-databricks11.8.2-databricks1
org.apache.parquetorg.apache.parquet parquet-formatparquet-format 2.3.12.3.1
org.apache.parquetorg.apache.parquet parquet-hadoopparquet-hadoop 1.8.2-databricks11.8.2-databricks1
org.apache.parquetorg.apache.parquet parquet-jacksonparquet-jackson 1.8.2-databricks11.8.2-databricks1
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-asm5-shadedxbean-asm5-shaded 4.44.4
org.apache.zookeeperorg.apache.zookeeper zookeeperzookeeper 3.4.63.4.6
org.bouncycastleorg.bouncycastle bcprov-jdk15onbcprov-jdk15on 1.511.51
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 3.0.03.0.0
org.codehaus.janinoorg.codehaus.janino janinojanino 3.0.03.0.0
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 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-continuationjetty-continuation 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-httpjetty-http 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-iojetty-io 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-jndijetty-jndi 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-plusjetty-plus 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-proxyjetty-proxy 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-securityjetty-security 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-serverjetty-server 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-servletjetty-servlet 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-servletsjetty-servlets 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-utiljetty-util 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-webappjetty-webapp 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-xmljetty-xml 9.3.11.v201607219.3.11.v20160721
org.fusesource.jansiorg.fusesource.jansi jansijansi 1.41.4
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.jpmmlorg.jpmml pmml-modelpmml-model 1.2.151.2.15
org.jpmmlorg.jpmml pmml-schemapmml-schema 1.2.151.2.15
org.json4sorg.json4s json4s-ast_2.10json4s-ast_2.10 3.2.113.2.11
org.json4sorg.json4s json4s-core_2.10json4s-core_2.10 3.2.113.2.11
org.json4sorg.json4s json4s-jackson_2.10json4s-jackson_2.10 3.2.113.2.11
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 2.12.1
org.postgresqlorg.postgresql postgresqlpostgresql 9.4-1204-jdbc419.4-1204-jdbc41
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 jlinejline 2.10.62.10.6
org.scala-langorg.scala-lang scala-compiler_2.10scala-compiler_2.10 2.10.62.10.6
org.scala-langorg.scala-lang scala-library_2.10scala-library_2.10 2.10.62.10.6
org.scala-langorg.scala-lang scala-reflect_2.10scala-reflect_2.10 2.10.62.10.6
org.scala-langorg.scala-lang scalap_2.10scalap_2.10 2.10.62.10.6
org.scala-sbtorg.scala-sbt test-interfacetest-interface 1.01.0
org.scalacheckorg.scalacheck scalacheck_2.10scalacheck_2.10 1.12.51.12.5
org.scalamacrosorg.scalamacros quasiquotes_2.10quasiquotes_2.10 2.0.02.0.0
org.scalanlporg.scalanlp breeze-macros_2.10breeze-macros_2.10 0.13.20.13.2
org.scalanlporg.scalanlp breeze_2.10breeze_2.10 0.13.20.13.2
org.scalatestorg.scalatest scalatest_2.10scalatest_2.10 2.2.62.2.6
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_2.10spire-macros_2.10 0.13.00.13.0
org.spire-mathorg.spire-math spire_2.10spire_2.10 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 1.01.0
org.typelevelorg.typelevel machinist_2.10machinist_2.10 0.6.10.6.1
org.typelevelorg.typelevel macro-compat_2.10macro-compat_2.10 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 1.1.2.61.1.2.6
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

预安装的 Java 和 Scala 库(Scala 2.11 群集版本)Pre-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 1.7.31.7.3
com.amazonawscom.amazonaws aws-java-sdk-autoscalingaws-java-sdk-autoscaling 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudformationaws-java-sdk-cloudformation 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudfrontaws-java-sdk-cloudfront 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudhsmaws-java-sdk-cloudhsm 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudsearchaws-java-sdk-cloudsearch 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudtrailaws-java-sdk-cloudtrail 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudwatchaws-java-sdk-cloudwatch 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cloudwatchmetricsaws-java-sdk-cloudwatchmetrics 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-codedeployaws-java-sdk-codedeploy 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cognitoidentityaws-java-sdk-cognitoidentity 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-cognitosyncaws-java-sdk-cognitosync 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-configaws-java-sdk-config 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-coreaws-java-sdk-core 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-datapipelineaws-java-sdk-datapipeline 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-directconnectaws-java-sdk-directconnect 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-directoryaws-java-sdk-directory 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-dynamodbaws-java-sdk-dynamodb 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-ec2aws-java-sdk-ec2 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-ecsaws-java-sdk-ecs 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-efsaws-java-sdk-efs 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-elasticacheaws-java-sdk-elasticache 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-elasticbeanstalkaws-java-sdk-elasticbeanstalk 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-elasticloadbalancingaws-java-sdk-elasticloadbalancing 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-elastictranscoderaws-java-sdk-elastictranscoder 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-emraws-java-sdk-emr 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-glacieraws-java-sdk-glacier 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-iamaws-java-sdk-iam 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-importexportaws-java-sdk-importexport 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-kinesisaws-java-sdk-kinesis 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-kmsaws-java-sdk-kms 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-lambdaaws-java-sdk-lambda 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-logsaws-java-sdk-logs 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-machinelearningaws-java-sdk-machinelearning 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-opsworksaws-java-sdk-opsworks 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-rdsaws-java-sdk-rds 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-redshiftaws-java-sdk-redshift 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-route53aws-java-sdk-route53 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-s3aws-java-sdk-s3 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-sesaws-java-sdk-ses 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-simpledbaws-java-sdk-simpledb 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-simpleworkflowaws-java-sdk-simpleworkflow 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-snsaws-java-sdk-sns 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-sqsaws-java-sdk-sqs 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-ssmaws-java-sdk-ssm 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-storagegatewayaws-java-sdk-storagegateway 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-stsaws-java-sdk-sts 1.11.1261.11.126
com.amazonawscom.amazonaws aws-java-sdk-supportaws-java-sdk-support 1.11.1261.11.126
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 1.11.1261.11.126
com.amazonawscom.amazonaws jmespath-javajmespath-java 1.11.1261.11.126
com.carrotsearchcom.carrotsearch hppchppc 0.7.10.7.1
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 0.2.2-db2-spark2.20.2.2-db2-spark2.2
com.databrickscom.databricks dbml-local_2.11-testsdbml-local_2.11-tests 0.2.2-db2-spark2.20.2.2-db2-spark2.2
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 3.0.33.0.3
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.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.jamesmurty.utilscom.jamesmurty.utils java-xmlbuilderjava-xmlbuilder 1.01.0
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 2.0.112.0.11
com.microsoft.sqlservercom.microsoft.sqlserver mssql-jdbcmssql-jdbc 6.1.0.jre86.1.0.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 2.62.6
com.trueaccord.lensescom.trueaccord.lenses lenses_2.11lenses_2.11 0.30.3
com.twittercom.twitter chill-javachill-java 0.8.00.8.0
com.twittercom.twitter chill_2.11chill_2.11 0.8.00.8.0
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 2.2.12.2.1
com.vlkancom.vlkan flatbuffersflatbuffers 1.2.0-3f79e0551.2.0-3f79e055
com.zaxxercom.zaxxer HikariCPHikariCP 2.4.12.4.1
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 2.22.2
commons-poolcommons-pool commons-poolcommons-pool 1.5.41.5.4
info.ganglia.gmetric4jinfo.ganglia.gmetric4j gmetric4jgmetric4j 1.0.71.0.7
io.dropwizard.metricsio.dropwizard.metrics metrics-coremetrics-core 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-gangliametrics-ganglia 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-graphitemetrics-graphite 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-healthchecksmetrics-healthchecks 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-jetty9metrics-jetty9 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-jsonmetrics-json 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-jvmmetrics-jvm 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-log4jmetrics-log4j 3.1.23.1.2
io.dropwizard.metricsio.dropwizard.metrics metrics-servletsmetrics-servlets 3.1.23.1.2
io.nettyio.netty nettynetty 3.9.9.Final3.9.9.Final
io.nettyio.netty netty-allnetty-all 4.0.43.Final4.0.43.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
mx4jmx4j mx4jmx4j 3.0.23.0.2
net.hydromaticnet.hydromatic eigenbase-propertieseigenbase-properties 1.1.51.1.5
net.ihardernet.iharder base64base64 2.3.82.3.8
net.java.dev.jets3tnet.java.dev.jets3t jets3tjets3t 0.9.30.9.3
net.jpountz.lz4net.jpountz.lz4 lz4lz4 1.3.01.3.0
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.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 4.5.34.5.3
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 0.4.00.4.0
org.apache.arroworg.apache.arrow arrow-memoryarrow-memory 0.4.00.4.0
org.apache.arroworg.apache.arrow arrow-vectorarrow-vector 0.4.00.4.0
org.apache.avroorg.apache.avro avroavro 1.7.71.7.7
org.apache.avroorg.apache.avro avro-ipcavro-ipc 1.7.71.7.7
org.apache.avroorg.apache.avro avro-ipc-testsavro-ipc-tests 1.7.71.7.7
org.apache.avroorg.apache.avro avro-mapred-hadoop2avro-mapred-hadoop2 1.7.71.7.7
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 1.4.11.4.1
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 2.6.02.6.0
org.apache.curatororg.apache.curator curator-frameworkcurator-framework 2.6.02.6.0
org.apache.curatororg.apache.curator curator-recipescurator-recipes 2.6.02.6.0
org.apache.derbyorg.apache.derby derbyderby 10.10.2.010.10.2.0
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 4.5.24.5.2
org.apache.httpcomponentsorg.apache.httpcomponents httpcorehttpcore 4.4.44.4.4
org.apache.ivyorg.apache.ivy ivyivy 2.4.02.4.0
org.apache.parquetorg.apache.parquet parquet-columnparquet-column 1.8.2-databricks11.8.2-databricks1
org.apache.parquetorg.apache.parquet parquet-commonparquet-common 1.8.2-databricks11.8.2-databricks1
org.apache.parquetorg.apache.parquet parquet-encodingparquet-encoding 1.8.2-databricks11.8.2-databricks1
org.apache.parquetorg.apache.parquet parquet-formatparquet-format 2.3.12.3.1
org.apache.parquetorg.apache.parquet parquet-hadoopparquet-hadoop 1.8.2-databricks11.8.2-databricks1
org.apache.parquetorg.apache.parquet parquet-jacksonparquet-jackson 1.8.2-databricks11.8.2-databricks1
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-asm5-shadedxbean-asm5-shaded 4.44.4
org.apache.zookeeperorg.apache.zookeeper zookeeperzookeeper 3.4.63.4.6
org.bouncycastleorg.bouncycastle bcprov-jdk15onbcprov-jdk15on 1.511.51
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 3.0.03.0.0
org.codehaus.janinoorg.codehaus.janino janinojanino 3.0.03.0.0
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 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-continuationjetty-continuation 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-httpjetty-http 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-iojetty-io 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-jndijetty-jndi 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-plusjetty-plus 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-proxyjetty-proxy 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-securityjetty-security 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-serverjetty-server 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-servletjetty-servlet 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-servletsjetty-servlets 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-utiljetty-util 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-webappjetty-webapp 9.3.11.v201607219.3.11.v20160721
org.eclipse.jettyorg.eclipse.jetty jetty-xmljetty-xml 9.3.11.v201607219.3.11.v20160721
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.jpmmlorg.jpmml pmml-modelpmml-model 1.2.151.2.15
org.jpmmlorg.jpmml pmml-schemapmml-schema 1.2.151.2.15
org.json4sorg.json4s json4s-ast_2.11json4s-ast_2.11 3.2.113.2.11
org.json4sorg.json4s json4s-core_2.11json4s-core_2.11 3.2.113.2.11
org.json4sorg.json4s json4s-jackson_2.11json4s-jackson_2.11 3.2.113.2.11
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 2.12.1
org.postgresqlorg.postgresql postgresqlpostgresql 9.4-1204-jdbc419.4-1204-jdbc41
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-langorg.scala-lang scalap_2.11scalap_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 1.0.21.0.2
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.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 2.2.62.2.6
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 1.01.0
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 1.1.2.61.1.2.6
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