Databricks Runtime 3.4（不受支持）
Databricks 于 2017 年 11 月发布了此映像。
重要
此版本已于 2018 年 7 月 30 日弃用。 有关 Databricks Runtime 弃用策略和计划的详细信息，请参阅 Databricks Runtime 支持生命周期。
以下发行说明提供了由 Apache Spark 支持的 Databricks Runtime 3.4 的相关信息。
更改和改进
- 为 PySpark 引入了新的向量化 UDF。
- 能够限制查询监视器中的最大分区数。
- 改进了使用 Databricks 库 UI 和 API 安装 CRAN 包时的错误消息通信。
- MySQL JDBC 驱动程序已替换为 MariaDB JDBC 驱动程序。
- 已将 Python 库 setuptools 从 36.2.7 升级到 36.6.0，将 wheel 从 0.30.0a0 升级到 0.30.0。
- 已将 R 从 3.2.3 升级到 3.4.2。
- 升级了多个预安装的 R 库。 有关详细信息，请参阅预安装的 R 库。
- 为需要符合 HIPAA 的群集的客户添加了 AES 加密
Apache Spark
Databricks Runtime 3.4 包括 Apache Spark 2.2.0。 Databricks Runtime 3.4 还包括以下额外的 bug 修复和对 Spark 的改进：
- [SPARK-21718][SQL] 以下类型的日志繁多：“正在根据统计信息跳过分区 ...”
- [SPARK-22278][SS] 在 GroupState 中公开当前事件时间水印和当前处理时间
- [SPARK-22187][SS] 更新已保存状态的 unsaferow 格式，以便在状态为 null 时可以设置超时
- [SPARK-22136][SS] 在流间联接中提前评估单侧条件
- [SPARK-20396][SQL][PYSPARK] 包含 pandas udf 的 groupby().apply()
- [SPARK-22124][SQL] 示例和限制还应延迟 codegen 下的输入评估
- [SPARK-21782][CORE] 当 numPartitions 是 2 的幂时，重新分区会产生扭曲
- [SPARK-21527][CORE] 使用缓冲区限制，以便使用 JAVA NIO Util 的 buffercache
- [SPARK-22176][SQL] 修复 Dataset.show 中的溢出问题
- [SPARK-21410][CORE] 如果 RDD.count() 小于 partitions，则为 RangePartitioner 创建较少的分区
- [SPARK-21517][CORE] 远程传输区块时避免复制内存
- [SPARK-22238] 修复由 EnsureStatefulOpPartitioning 导致的计划解决方法 bug
- [SPARK-22159][SQL] 使配置名称始终以“enabled”结尾。
- [SPARK-20331][SQL] 增强的 Hive 分区修剪谓词下推
- [SPARK-22223][SQL] ObjectHashAggregate 不应引入不必要的混排
- [SPARK-22263][SQL] 将 deterministic 重构为惰性值
- [SPARK-22257][SQL] 保留 ExpressionSet 中的所有非确定性表达式
- [SPARK-21907][CORE] 修复溢出期间的内存不足
- [SPARK-22252][SPARK-21165]FileFormatWriter bug 修复
- [SPARK-22230]在状态存储还原中交换每行顺序。
- [SPARK-21988][SS] 实现 StreamingRelation.computeStats 以修复说明
- [SPARK-22170][SQL] 减少广播联接中的内存消耗
- [SPARK-22206][SQL][SPARKR] R 中的 gapply 对空的分组列不起作用
- [SPARK-20466][CORE] HadoopRDD#addLocalConfiguration 引发 NPE
- [SPARK-22178][SQL] 通过 REFRESH TABLE 命令刷新持久视图
- [SPARK-22158][SQL] convertMetastore 不应忽略表属性
- [SPARK-22146]读取包含特殊字符的 ORC 文件时出现 FileNotFoundException
- [SPARK-22161][SQL] 添加 Impala 修改的 TPC-DS 查询
- [SPARK-22129][SPARK-22138] 发布脚本改进
- [SPARK-22143][SQL] 修复 OffHeapColumnVector 中的内存泄漏
- [SPARK-22140]添加 TPCDSQuerySuite
- [SPARK-22214][SQL] 重构列表 hive 分区代码
- [SPARK-22136][SS] 实现流间外部联接。
- [SPARK-22053][SS] 追加模式下的流间内部联接
- [SPARK-22153][SQL] 重命名 ShuffleExchange -ShuffleExchangeExec
- [SPARK-22160][SQL] 使每个分区的样本点数（在范围分区程序中）可配置并将默认值提升到 100
- [SPARK-22159][SQL] 使配置名称始终以“enabled”结尾。
- [SPARK-22141][SQL] 在检查笛卡尔乘积之前传播空关系
- [SPARK-22120][SQL] TestHiveSparkSession.reset() 应当清除 Hive 仓库目录
- [SPARK-22083][CORE] 释放 MemoryStore.evictBlocksToFreeSpace 中的锁
- [SPARK-22107]更改 python 快速入门中的 as to alias
- [SPARK-22109][SQL] 解决分区列中的字符串和时间戳之间的类型冲突
- [SPARK-22092] OffHeapColumnVector.reserveInternal 中的重新分配损坏了结构和数组数据
- [SPARK-18136] 为 Windows 上的 Python pip install 修复 SPARK_JARS_DIR
- [SPARK-22094][SS] processAllAvailable 应当检查查询状态
- [SPARK-21928][CORE] 在 SerializerManager 的专用 kryo 上设置 classloader
- [SPARK-22076][SQL] Expand.projections 不应当是流
- [SPARK-22052] 在 MetricsReporter.scala 中分配了不正确的指标
- [SPARK-22043][PYTHON] 改进有关 show_profiles 和 dump_profiles 的错误消息
- [SPARK-21953]同时显示溢出的内存和磁盘字节数（如果存在）
- [SPARK-21985][PYSPARK] 双重压缩的 RDD 的 PairDeserializer 被破坏
- [SPARK-18608][ML][FOLLOWUP] 修复 PySpark OneVsRest 的双重缓存。
- [SPARK-21980][SQL] 组函数中的引用应通过 semanticEquals 编制索引
- [SPARK-22103]将 HashAggregateExec 父代消耗移动到一个单独的函数中
- [SPARK-22141][SQL] 在检查笛卡尔乘积之前传播空关系
- [SPARK-21977]SinglePartition 优化破坏了某些流式处理有状态聚合要求
已知问题
- 执行程序页上的日志链接未正确设置。 现在，请使用辅助角色页访问执行程序的 stdout 和 stderr 链接。
维护更新
请参阅 Databricks Runtime 3.4 维护更新。
系统环境
- 操作系统：Ubuntu 16.04.3 LTS
- Java：1.8.0_131
- Scala：2.10.6（Scala 2.10 群集版本）/2.11.8（Scala 2.11 群集版本）
- Python：2.7.12（如果使用 Python 3，则为 3.5.2）
- R：R 版本 3.4.2 (2017-09-28)
- 对于 GPU 群集，安装了以下 NVIDIA GPU 库：
- CUDA 8.0
- CUDNN 6.0
预安装的 Python 库
| 库 | 版本 | 库 | 版本 | 库 | 版本 |
|---|---|---|---|---|---|
| ansi2html | 1.1.1 | argparse | 1.2.1 | backports-abc | 0.5 |
| boto | 2.42.0 | boto3 | 1.4.1 | botocore | 1.4.70 |
| brewer2mpl | 1.4.1 | certifi | 2016.2.28 | cffi | 1.7.0 |
| chardet | 2.3.0 | colorama | 0.3.7 | configobj | 5.0.6 |
| 密码系统 | 1.5 | cycler | 0.10.0 | Cython | 0.24.1 |
| decorator | 4.0.10 | docutils | 0.14 | enum34 | 1.1.6 |
| et-xmlfile | 1.0.1 | freetype-py | 1.0.2 | funcsigs | 1.0.2 |
| fusepy | 2.0.4 | futures | 3.1.1 | ggplot | 0.6.8 |
| html5lib | 0.999 | idna | 2.1 | ipaddress | 1.0.16 |
| ipython | 2.2.0 | ipython-genutils | 0.1.0 | jdcal | 1.2 |
| Jinja2 | 2.8 | jmespath | 0.9.0 | llvmlite | 0.13.0 |
| lxml | 3.6.4 | MarkupSafe | 0.23 | matplotlib | 1.5.3 |
| mpld3 | 0.2 | msgpack-python | 0.4.7 | ndg-httpsclient | 0.3.3 |
| numba | 0.28.1 | numpy | 1.11.1 | openpyxl | 2.3.2 |
| pandas | 0.18.1 | pathlib2 | 2.1.0 | patsy | 0.4.1 |
| pexpect | 4.0.1 | pickleshare | 0.7.4 | Pillow | 3.3.1 |
| pip | 9.0.1 | ply | 3.9 | prompt-toolkit | 1.0.7 |
| psycopg2 | 2.6.2 | ptyprocess | 0.5.1 | py4j | 0.10.3 |
| pyarrow | 0.4.1 | pyasn1 | 0.1.9 | pycparser | 2.14 |
| Pygments | 2.1.3 | PyGObject | 3.20.0 | pyOpenSSL | 16.0.0 |
| pyparsing | 2.2.0 | pypng | 0.0.18 | Python | 2.7.12 |
| python-dateutil | 2.5.3 | python-geohash | 0.8.5 | pytz | 2016.6.1 |
| 请求 | 2.11.1 | s3transfer | 0.1.9 | scikit-learn | 0.18.1 |
| scipy | 0.18.1 | scour | 0.32 | seaborn | 0.7.1 |
| setuptools | 36.6.0 | simplejson | 3.8.2 | simples3 | 1.0 |
| singledispatch | 3.4.0.3 | 6 | 1.10.0 | statsmodels | 0.6.1 |
| tornado | 4.5.2 | traitlets | 4.3.0 | urllib3 | 1.19.1 |
| virtualenv | 15.0.1 | wcwidth | 0.1.7 | wheel | 0.30.0 |
| wsgiref | 0.1.2 |
预安装的 R 库
| 库 | 版本 | 库 | 版本 | 库 | 版本 |
|---|---|---|---|---|---|
| abind | 1.4-5 | assertthat | 0.2.0 | backports | 1.1.1 |
| base | 3.4.2 | BH | 1.65.0-1 | bindr | 0.1 |
| bindrcpp | 0.2 | bit | 1.1-12 | bit64 | 0.9-7 |
| bitops | 1.0-6 | blob | 1.1.0 | 启动 | 1.3-20 |
| brew | 1.0-6 | car | 2.1-5 | caret | 6.0-77 |
| chron | 2.3-51 | class | 7.3-14 | cluster | 2.0.6 |
| codetools | 0.2-15 | colorspace | 1.3-2 | commonmark | 1.4 |
| compiler | 3.4.2 | crayon | 1.3.4 | curl | 3.0 |
| CVST | 0.2-1 | data.table | 1.10.4 | datasets | 3.4.2 |
| DBI | 0.7 | ddalpha | 1.3.1 | DEoptimR | 1.0-8 |
| desc | 1.1.1 | devtools | 1.13.3 | dichromat | 2.0-0 |
| digest | 0.6.12 | dimRed | 0.1.0 | doMC | 1.3.4 |
| dplyr | 0.7.4 | DRR | 0.0.2 | foreach | 1.4.3 |
| foreign | 0.8-69 | gbm | 2.1.3 | ggplot2 | 2.2.1 |
| git2r | 0.19.0 | glmnet | 2.0-13 | glue | 1.1.1 |
| gower | 0.1.2 | graphics | 3.4.2 | grDevices | 3.4.2 |
| grid | 3.4.2 | gsubfn | 0.6-6 | gtable | 0.2.0 |
| h2o | 3.14.0.3 | httr | 1.3.1 | hwriter | 1.3.2 |
| hwriterPlus | 1.0-3 | ipred | 0.9-6 | iterators | 1.0.8 |
| jsonlite | 1.5 | kernlab | 0.9-25 | KernSmooth | 2.23-15 |
| labeling | 0.3 | lattice | 0.20-35 | lava | 1.5.1 |
| lazyeval | 0.2.0 | littler | 0.3.2 | lme4 | 1.1-14 |
| lubridate | 1.6.0 | magrittr | 1.5 | mapproj | 1.2-5 |
| maps | 3.2.0 | MASS | 7.3-47 | 矩阵 | 1.2-11 |
| MatrixModels | 0.4-1 | memoise | 1.1.0 | 方法 | 3.4.2 |
| mgcv | 1.8-22 | mime | 0.5 | minqa | 1.2.4 |
| ModelMetrics | 1.1.0 | munsell | 0.4.3 | mvtnorm | 1.0-6 |
| nlme | 3.1-131 | nloptr | 1.0.4 | nnet | 7.3-12 |
| numDeriv | 2016.8-1 | openssl | 0.9.7 | parallel | 3.4.2 |
| pbkrtest | 0.4-7 | pkgconfig | 2.0.1 | pkgKitten | 0.1.4 |
| plogr | 0.1-1 | plyr | 1.8.4 | praise | 1.0.0 |
| pROC | 1.10.0 | prodlim | 1.6.1 | proto | 1.0.0 |
| purrr | 0.2.3 | quantreg | 5.33 | R.methodsS3 | 1.7.1 |
| R.oo | 1.21.0 | R.utils | 2.5.0 | R6 | 2.2.2 |
| randomForest | 4.6-12 | RColorBrewer | 1.1-2 | Rcpp | 0.12.13 |
| RcppEigen | 0.3.3.3.0 | RcppRoll | 0.2.2 | RCurl | 1.95-4.8 |
| recipes | 0.1.0 | reshape2 | 1.4.2 | rlang | 0.1.2 |
| robustbase | 0.92-7 | RODBC | 1.3-15 | roxygen2 | 6.0.1 |
| rpart | 4.1-11 | rprojroot | 1.2 | Rserve | 1.7-3 |
| RSQLite | 2.0 | rstudioapi | 0.7 | scales | 0.5.0 |
| sfsmisc | 1.1-1 | sp | 1.2-5 | SparkR | 2.2.0 |
| SparseM | 1.77 | spatial | 7.3-11 | splines | 3.4.2 |
| sqldf | 0.4-11 | statmod | 1.4.30 | stats | 3.4.2 |
| stats4 | 3.4.2 | stringi | 1.1.5 | stringr | 1.2.0 |
| survival | 2.41-3 | tcltk | 3.4.2 | TeachingDemos | 2.10 |
| testthat | 1.0.2 | tibble | 1.3.4 | tidyselect | 0.2.0 |
| timeDate | 3012.100 | 工具 | 3.4.2 | utils | 3.4.2 |
| viridisLite | 0.2.0 | whisker | 0.3-2 | withr | 2.0.0 |
| xml2 | 1.1.1 |
预安装的 Java 和 Scala 库（Scala 2.10 群集版本）
| 组 ID | 项目 ID | 版本 |
|---|---|---|
| antlr | antlr | 2.7.7 |
| com.amazonaws | amazon-kinesis-client | 1.7.3 |
| com.amazonaws | aws-java-sdk-autoscaling | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudformation | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudfront | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudhsm | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudsearch | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudtrail | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudwatch | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudwatchmetrics | 1.11.126 |
| com.amazonaws | aws-java-sdk-codedeploy | 1.11.126 |
| com.amazonaws | aws-java-sdk-cognitoidentity | 1.11.126 |
| com.amazonaws | aws-java-sdk-cognitosync | 1.11.126 |
| com.amazonaws | aws-java-sdk-config | 1.11.126 |
| com.amazonaws | aws-java-sdk-core | 1.11.126 |
| com.amazonaws | aws-java-sdk-datapipeline | 1.11.126 |
| com.amazonaws | aws-java-sdk-directconnect | 1.11.126 |
| com.amazonaws | aws-java-sdk-directory | 1.11.126 |
| com.amazonaws | aws-java-sdk-dynamodb | 1.11.126 |
| com.amazonaws | aws-java-sdk-ec2 | 1.11.126 |
| com.amazonaws | aws-java-sdk-ecs | 1.11.126 |
| com.amazonaws | aws-java-sdk-efs | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticache | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticbeanstalk | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticloadbalancing | 1.11.126 |
| com.amazonaws | aws-java-sdk-elastictranscoder | 1.11.126 |
| com.amazonaws | aws-java-sdk-emr | 1.11.126 |
| com.amazonaws | aws-java-sdk-glacier | 1.11.126 |
| com.amazonaws | aws-java-sdk-iam | 1.11.126 |
| com.amazonaws | aws-java-sdk-importexport | 1.11.126 |
| com.amazonaws | aws-java-sdk-kinesis | 1.11.126 |
| com.amazonaws | aws-java-sdk-kms | 1.11.126 |
| com.amazonaws | aws-java-sdk-lambda | 1.11.126 |
| com.amazonaws | aws-java-sdk-logs | 1.11.126 |
| com.amazonaws | aws-java-sdk-machinelearning | 1.11.126 |
| com.amazonaws | aws-java-sdk-opsworks | 1.11.126 |
| com.amazonaws | aws-java-sdk-rds | 1.11.126 |
| com.amazonaws | aws-java-sdk-redshift | 1.11.126 |
| com.amazonaws | aws-java-sdk-route53 | 1.11.126 |
| com.amazonaws | aws-java-sdk-s3 | 1.11.126 |
| com.amazonaws | aws-java-sdk-ses | 1.11.126 |
| com.amazonaws | aws-java-sdk-simpledb | 1.11.126 |
| com.amazonaws | aws-java-sdk-simpleworkflow | 1.11.126 |
| com.amazonaws | aws-java-sdk-sns | 1.11.126 |
| com.amazonaws | aws-java-sdk-sqs | 1.11.126 |
| com.amazonaws | aws-java-sdk-ssm | 1.11.126 |
| com.amazonaws | aws-java-sdk-storagegateway | 1.11.126 |
| com.amazonaws | aws-java-sdk-sts | 1.11.126 |
| com.amazonaws | aws-java-sdk-support | 1.11.126 |
| com.amazonaws | aws-java-sdk-swf-libraries | 1.11.22 |
| com.amazonaws | aws-java-sdk-workspaces | 1.11.126 |
| com.amazonaws | jmespath-java | 1.11.126 |
| com.carrotsearch | hppc | 0.7.1 |
| com.chuusai | shapeless_2.10 | 2.3.2 |
| com.clearspring.analytics | 流 (stream) | 2.7.0 |
| com.databricks | Rserve | 1.8-3 |
| com.databricks | dbml-local_2.10 | 0.2.2-db1-spark2.2 |
| com.databricks | dbml-local_2.10-tests | 0.2.2-db1-spark2.2 |
| com.databricks | jets3t | 0.7.1-0 |
| com.databricks.scalapb | compilerplugin_2.10 | 0.4.15-9 |
| com.databricks.scalapb | scalapb-runtime_2.10 | 0.4.15-9 |
| com.esotericsoftware | kryo-shaded | 3.0.3 |
| com.esotericsoftware | minlog | 1.3.0 |
| com.fasterxml | classmate | 1.0.0 |
| com.fasterxml.jackson.core | jackson-annotations | 2.6.7 |
| com.fasterxml.jackson.core | jackson-core | 2.6.7 |
| com.fasterxml.jackson.core | jackson-databind | 2.6.7.1 |
| com.fasterxml.jackson.dataformat | jackson-dataformat-cbor | 2.6.7 |
| com.fasterxml.jackson.datatype | jackson-datatype-joda | 2.6.7 |
| com.fasterxml.jackson.module | jackson-module-paranamer | 2.6.7 |
| com.fasterxml.jackson.module | jackson-module-scala_2.10 | 2.6.7.1 |
| com.github.fommil | jniloader | 1.1 |
| com.github.fommil.netlib | core | 1.1.2 |
| com.github.fommil.netlib | native_ref-java | 1.1 |
| com.github.fommil.netlib | native_ref-java-natives | 1.1 |
| com.github.fommil.netlib | native_system-java | 1.1 |
| com.github.fommil.netlib | native_system-java-natives | 1.1 |
| com.github.fommil.netlib | netlib-native_ref-linux-x86_64-natives | 1.1 |
| com.github.fommil.netlib | netlib-native_system-linux-x86_64-natives | 1.1 |
| com.github.rwl | jtransforms | 2.4.0 |
| com.google.code.findbugs | jsr305 | 2.0.1 |
| com.google.code.gson | gson | 2.2.4 |
| com.google.guava | guava | 15.0 |
| com.google.protobuf | protobuf-java | 2.6.1 |
| com.googlecode.javaewah | JavaEWAH | 0.3.2 |
| com.h2database | h2 | 1.3.174 |
| com.jamesmurty.utils | java-xmlbuilder | 1.0 |
| com.jcraft | jsch | 0.1.50 |
| com.jolbox | bonecp | 0.8.0.RELEASE |
| com.mchange | c3p0 | 0.9.5.1 |
| com.mchange | mchange-commons-java | 0.2.10 |
| com.microsoft.azure | azure-data-lake-store-sdk | 2.0.11 |
| com.microsoft.sqlserver | mssql-jdbc | 6.1.0.jre8 |
| com.ning | compress-lzf | 1.0.3 |
| com.sun.mail | javax.mail | 1.5.2 |
| com.thoughtworks.paranamer | paranamer | 2.6 |
| com.trueaccord.lenses | lenses_2.10 | 0.3 |
| com.twitter | chill-java | 0.8.0 |
| com.twitter | chill_2.10 | 0.8.0 |
| com.twitter | parquet-hadoop-bundle | 1.6.0 |
| com.twitter | util-app_2.10 | 6.23.0 |
| com.twitter | util-core_2.10 | 6.23.0 |
| com.twitter | util-jvm_2.10 | 6.23.0 |
| com.typesafe | config | 1.2.1 |
| com.typesafe | scalalogging-slf4j_2.10 | 1.1.0 |
| com.univocity | univocity-parsers | 2.2.1 |
| com.vlkan | flatbuffers | 1.2.0-3f79e055 |
| com.zaxxer | HikariCP | 2.4.1 |
| commons-beanutils | commons-beanutils | 1.7.0 |
| commons-beanutils | commons-beanutils-core | 1.8.0 |
| commons-cli | commons-cli | 1.2 |
| commons-codec | commons-codec | 1.10 |
| commons-collections | commons-collections | 3.2.2 |
| commons-configuration | commons-configuration | 1.6 |
| commons-dbcp | commons-dbcp | 1.4 |
| commons-digester | commons-digester | 1.8 |
| commons-httpclient | commons-httpclient | 3.1 |
| commons-io | commons-io | 2.4 |
| commons-lang | commons-lang | 2.6 |
| commons-logging | commons-logging | 1.1.3 |
| commons-net | commons-net | 2.2 |
| commons-pool | commons-pool | 1.5.4 |
| info.ganglia.gmetric4j | gmetric4j | 1.0.7 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.dropwizard.metrics | metrics-ganglia | 3.1.2 |
| io.dropwizard.metrics | metrics-graphite | 3.1.2 |
| io.dropwizard.metrics | metrics-healthchecks | 3.1.2 |
| io.dropwizard.metrics | metrics-jetty9 | 3.1.2 |
| io.dropwizard.metrics | metrics-json | 3.1.2 |
| io.dropwizard.metrics | metrics-jvm | 3.1.2 |
| io.dropwizard.metrics | metrics-log4j | 3.1.2 |
| io.dropwizard.metrics | metrics-servlets | 3.1.2 |
| io.netty | netty | 3.9.9.Final |
| io.netty | netty-all | 4.0.43.Final |
| io.prometheus | simpleclient | 0.0.16 |
| io.prometheus | simpleclient_common | 0.0.16 |
| io.prometheus | simpleclient_dropwizard | 0.0.16 |
| io.prometheus | simpleclient_servlet | 0.0.16 |
| io.prometheus.jmx | 收集器 | 0.7 |
| javax.activation | activation | 1.1.1 |
| javax.annotation | javax.annotation-api | 1.2 |
| javax.el | javax.el-api | 2.2.4 |
| javax.jdo | jdo-api | 3.0.1 |
| javax.servlet | javax.servlet-api | 3.1.0 |
| javax.servlet.jsp | jsp-api | 2.1 |
| javax.transaction | jta | 1.1 |
| javax.validation | validation-api | 1.1.0.Final |
| javax.ws.rs | javax.ws.rs-api | 2.0.1 |
| javax.xml.bind | jaxb-api | 2.2.2 |
| javax.xml.stream | stax-api | 1.0-2 |
| javolution | javolution | 5.5.1 |
| jline | jline | 2.11 |
| joda-time | joda-time | 2.9.3 |
| log4j | apache-log4j-extras | 1.2.17 |
| log4j | log4j | 1.2.17 |
| mx4j | mx4j | 3.0.2 |
| net.hydromatic | eigenbase-properties | 1.1.5 |
| net.iharder | base64 | 2.3.8 |
| net.java.dev.jets3t | jets3t | 0.9.3 |
| net.jpountz.lz4 | lz4 | 1.3.0 |
| net.razorvine | pyrolite | 4.13 |
| net.sf.jpam | jpam | 1.1 |
| net.sf.opencsv | opencsv | 2.3 |
| net.sf.supercsv | super-csv | 2.2.0 |
| net.sourceforge.f2j | arpack_combined_all | 0.1 |
| org.acplt | oncrpc | 1.0.7 |
| org.antlr | ST4 | 4.0.4 |
| org.antlr | antlr-runtime | 3.4 |
| org.antlr | antlr4-runtime | 4.5.3 |
| org.antlr | stringtemplate | 3.2.1 |
| org.apache.ant | ant | 1.9.2 |
| org.apache.ant | ant-jsch | 1.9.2 |
| org.apache.ant | ant-launcher | 1.9.2 |
| org.apache.arrow | arrow-format | 0.4.0 |
| org.apache.arrow | arrow-memory | 0.4.0 |
| org.apache.arrow | arrow-vector | 0.4.0 |
| org.apache.avro | avro | 1.7.7 |
| org.apache.avro | avro-ipc | 1.7.7 |
| org.apache.avro | avro-ipc-tests | 1.7.7 |
| org.apache.avro | avro-mapred-hadoop2 | 1.7.7 |
| org.apache.calcite | calcite-avatica | 1.2.0-incubating |
| org.apache.calcite | calcite-core | 1.2.0-incubating |
| org.apache.calcite | calcite-linq4j | 1.2.0-incubating |
| org.apache.commons | commons-compress | 1.4.1 |
| org.apache.commons | commons-crypto | 1.0.0 |
| org.apache.commons | commons-lang3 | 3.5 |
| org.apache.commons | commons-math3 | 3.4.1 |
| org.apache.curator | curator-client | 2.6.0 |
| org.apache.curator | curator-framework | 2.6.0 |
| org.apache.curator | curator-recipes | 2.6.0 |
| org.apache.derby | derby | 10.10.2.0 |
| org.apache.directory.api | api-asn1-api | 1.0.0-M20 |
| org.apache.directory.api | api-util | 1.0.0-M20 |
| org.apache.directory.server | apacheds-i18n | 2.0.0-M15 |
| org.apache.directory.server | apacheds-kerberos-codec | 2.0.0-M15 |
| org.apache.hadoop | hadoop-annotations | 2.7.3 |
| org.apache.hadoop | hadoop-auth | 2.7.3 |
| org.apache.hadoop | hadoop-client | 2.7.3 |
| org.apache.hadoop | hadoop-common | 2.7.3 |
| org.apache.hadoop | hadoop-hdfs | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-app | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-common | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-core | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-jobclient | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-shuffle | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-api | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-client | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-common | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-server-common | 2.7.3 |
| org.apache.htrace | htrace-core | 3.1.0-incubating |
| org.apache.httpcomponents | httpclient | 4.5.2 |
| org.apache.httpcomponents | httpcore | 4.4.4 |
| org.apache.ivy | ivy | 2.4.0 |
| org.apache.parquet | parquet-column | 1.8.2-databricks1 |
| org.apache.parquet | parquet-common | 1.8.2-databricks1 |
| org.apache.parquet | parquet-encoding | 1.8.2-databricks1 |
| org.apache.parquet | parquet-format | 2.3.1 |
| org.apache.parquet | parquet-hadoop | 1.8.2-databricks1 |
| org.apache.parquet | parquet-jackson | 1.8.2-databricks1 |
| org.apache.thrift | libfb303 | 0.9.3 |
| org.apache.thrift | libthrift | 0.9.3 |
| org.apache.xbean | xbean-asm5-shaded | 4.4 |
| org.apache.zookeeper | zookeeper | 3.4.6 |
| org.bouncycastle | bcprov-jdk15on | 1.51 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-jaxrs | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.codehaus.jackson | jackson-xc | 1.9.13 |
| org.codehaus.janino | commons-compiler | 3.0.0 |
| org.codehaus.janino | janino | 3.0.0 |
| org.datanucleus | datanucleus-api-jdo | 3.2.6 |
| org.datanucleus | datanucleus-core | 3.2.10 |
| org.datanucleus | datanucleus-rdbms | 3.2.9 |
| org.eclipse.jetty | jetty-client | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-continuation | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-http | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-io | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-jndi | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-plus | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-proxy | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-security | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-server | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-servlet | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-servlets | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-util | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-webapp | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-xml | 9.3.11.v20160721 |
| org.fusesource.jansi | jansi | 1.4 |
| org.fusesource.leveldbjni | leveldbjni-all | 1.8 |
| org.glassfish.hk2 | hk2-api | 2.4.0-b34 |
| org.glassfish.hk2 | hk2-locator | 2.4.0-b34 |
| org.glassfish.hk2 | hk2-utils | 2.4.0-b34 |
| org.glassfish.hk2 | osgi-resource-locator | 1.0.1 |
| org.glassfish.hk2.external | aopalliance-repackaged | 2.4.0-b34 |
| org.glassfish.hk2.external | javax.inject | 2.4.0-b34 |
| org.glassfish.jersey.bundles.repackaged | jersey-guava | 2.22.2 |
| org.glassfish.jersey.containers | jersey-container-servlet | 2.22.2 |
| org.glassfish.jersey.containers | jersey-container-servlet-core | 2.22.2 |
| org.glassfish.jersey.core | jersey-client | 2.22.2 |
| org.glassfish.jersey.core | jersey-common | 2.22.2 |
| org.glassfish.jersey.core | jersey-server | 2.22.2 |
| org.glassfish.jersey.media | jersey-media-jaxb | 2.22.2 |
| org.hibernate | hibernate-validator | 5.1.1.Final |
| org.iq80.snappy | snappy | 0.2 |
| org.javassist | javassist | 3.18.1-GA |
| org.jboss.logging | jboss-logging | 3.1.3.GA |
| org.jdbi | jdbi | 2.63.1 |
| org.joda | joda-convert | 1.7 |
| org.jodd | jodd-core | 3.5.2 |
| org.jpmml | pmml-model | 1.2.15 |
| org.jpmml | pmml-schema | 1.2.15 |
| org.json4s | json4s-ast_2.10 | 3.2.11 |
| org.json4s | json4s-core_2.10 | 3.2.11 |
| org.json4s | json4s-jackson_2.10 | 3.2.11 |
| org.mariadb.jdbc | mariadb-java-client | 2.1.2 |
| org.mockito | mockito-all | 1.9.5 |
| org.objenesis | objenesis | 2.1 |
| org.postgresql | postgresql | 9.4-1204-jdbc41 |
| org.roaringbitmap | RoaringBitmap | 0.5.11 |
| org.rocksdb | rocksdbjni | 5.2.1 |
| org.rosuda.REngine | REngine | 2.1.0 |
| org.scala-lang | jline | 2.10.6 |
| org.scala-lang | scala-compiler_2.10 | 2.10.6 |
| org.scala-lang | scala-library_2.10 | 2.10.6 |
| org.scala-lang | scala-reflect_2.10 | 2.10.6 |
| org.scala-lang | scalap_2.10 | 2.10.6 |
| org.scala-sbt | test-interface | 1.0 |
| org.scalacheck | scalacheck_2.10 | 1.12.5 |
| org.scalamacros | quasiquotes_2.10 | 2.0.0 |
| org.scalanlp | breeze-macros_2.10 | 0.13.2 |
| org.scalanlp | breeze_2.10 | 0.13.2 |
| org.scalatest | scalatest_2.10 | 2.2.6 |
| org.slf4j | jcl-over-slf4j | 1.7.16 |
| org.slf4j | jul-to-slf4j | 1.7.16 |
| org.slf4j | slf4j-api | 1.7.16 |
| org.slf4j | slf4j-log4j12 | 1.7.16 |
| org.spark-project.hive | hive-beeline | 1.2.1.spark2 |
| org.spark-project.hive | hive-cli | 1.2.1.spark2 |
| org.spark-project.hive | hive-exec | 1.2.1.spark2 |
| org.spark-project.hive | hive-jdbc | 1.2.1.spark2 |
| org.spark-project.hive | hive-metastore | 1.2.1.spark2 |
| org.spark-project.spark | unused | 1.0.0 |
| org.spire-math | spire-macros_2.10 | 0.13.0 |
| org.spire-math | spire_2.10 | 0.13.0 |
| org.springframework | spring-core | 4.1.4.RELEASE |
| org.springframework | spring-test | 4.1.4.RELEASE |
| org.tukaani | xz | 1.0 |
| org.typelevel | machinist_2.10 | 0.6.1 |
| org.typelevel | macro-compat_2.10 | 1.1.1 |
| org.xerial | sqlite-jdbc | 3.8.11.2 |
| org.xerial.snappy | snappy-java | 1.1.2.6 |
| org.yaml | snakeyaml | 1.16 |
| oro | oro | 2.0.8 |
| software.amazon.ion | ion-java | 1.0.2 |
| stax | stax-api | 1.0.1 |
| xmlenc | xmlenc | 0.52 |
预安装的 Java 和 Scala 库（Scala 2.11 群集版本）
| 组 ID | 项目 ID | 版本 |
|---|---|---|
| antlr | antlr | 2.7.7 |
| com.amazonaws | amazon-kinesis-client | 1.7.3 |
| com.amazonaws | aws-java-sdk-autoscaling | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudformation | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudfront | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudhsm | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudsearch | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudtrail | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudwatch | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudwatchmetrics | 1.11.126 |
| com.amazonaws | aws-java-sdk-codedeploy | 1.11.126 |
| com.amazonaws | aws-java-sdk-cognitoidentity | 1.11.126 |
| com.amazonaws | aws-java-sdk-cognitosync | 1.11.126 |
| com.amazonaws | aws-java-sdk-config | 1.11.126 |
| com.amazonaws | aws-java-sdk-core | 1.11.126 |
| com.amazonaws | aws-java-sdk-datapipeline | 1.11.126 |
| com.amazonaws | aws-java-sdk-directconnect | 1.11.126 |
| com.amazonaws | aws-java-sdk-directory | 1.11.126 |
| com.amazonaws | aws-java-sdk-dynamodb | 1.11.126 |
| com.amazonaws | aws-java-sdk-ec2 | 1.11.126 |
| com.amazonaws | aws-java-sdk-ecs | 1.11.126 |
| com.amazonaws | aws-java-sdk-efs | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticache | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticbeanstalk | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticloadbalancing | 1.11.126 |
| com.amazonaws | aws-java-sdk-elastictranscoder | 1.11.126 |
| com.amazonaws | aws-java-sdk-emr | 1.11.126 |
| com.amazonaws | aws-java-sdk-glacier | 1.11.126 |
| com.amazonaws | aws-java-sdk-iam | 1.11.126 |
| com.amazonaws | aws-java-sdk-importexport | 1.11.126 |
| com.amazonaws | aws-java-sdk-kinesis | 1.11.126 |
| com.amazonaws | aws-java-sdk-kms | 1.11.126 |
| com.amazonaws | aws-java-sdk-lambda | 1.11.126 |
| com.amazonaws | aws-java-sdk-logs | 1.11.126 |
| com.amazonaws | aws-java-sdk-machinelearning | 1.11.126 |
| com.amazonaws | aws-java-sdk-opsworks | 1.11.126 |
| com.amazonaws | aws-java-sdk-rds | 1.11.126 |
| com.amazonaws | aws-java-sdk-redshift | 1.11.126 |
| com.amazonaws | aws-java-sdk-route53 | 1.11.126 |
| com.amazonaws | aws-java-sdk-s3 | 1.11.126 |
| com.amazonaws | aws-java-sdk-ses | 1.11.126 |
| com.amazonaws | aws-java-sdk-simpledb | 1.11.126 |
| com.amazonaws | aws-java-sdk-simpleworkflow | 1.11.126 |
| com.amazonaws | aws-java-sdk-sns | 1.11.126 |
| com.amazonaws | aws-java-sdk-sqs | 1.11.126 |
| com.amazonaws | aws-java-sdk-ssm | 1.11.126 |
| com.amazonaws | aws-java-sdk-storagegateway | 1.11.126 |
| com.amazonaws | aws-java-sdk-sts | 1.11.126 |
| com.amazonaws | aws-java-sdk-support | 1.11.126 |
| com.amazonaws | aws-java-sdk-swf-libraries | 1.11.22 |
| com.amazonaws | aws-java-sdk-workspaces | 1.11.126 |
| com.amazonaws | jmespath-java | 1.11.126 |
| com.carrotsearch | hppc | 0.7.1 |
| com.chuusai | shapeless_2.11 | 2.3.2 |
| com.clearspring.analytics | 流 (stream) | 2.7.0 |
| com.databricks | Rserve | 1.8-3 |
| com.databricks | dbml-local_2.11 | 0.2.2-db1-spark2.2 |
| com.databricks | dbml-local_2.11-tests | 0.2.2-db1-spark2.2 |
| com.databricks | jets3t | 0.7.1-0 |
| com.databricks.scalapb | compilerplugin_2.11 | 0.4.15-9 |
| com.databricks.scalapb | scalapb-runtime_2.11 | 0.4.15-9 |
| com.esotericsoftware | kryo-shaded | 3.0.3 |
| com.esotericsoftware | minlog | 1.3.0 |
| com.fasterxml | classmate | 1.0.0 |
| com.fasterxml.jackson.core | jackson-annotations | 2.6.7 |
| com.fasterxml.jackson.core | jackson-core | 2.6.7 |
| com.fasterxml.jackson.core | jackson-databind | 2.6.7.1 |
| com.fasterxml.jackson.dataformat | jackson-dataformat-cbor | 2.6.7 |
| com.fasterxml.jackson.datatype | jackson-datatype-joda | 2.6.7 |
| com.fasterxml.jackson.module | jackson-module-paranamer | 2.6.7 |
| com.fasterxml.jackson.module | jackson-module-scala_2.11 | 2.6.7.1 |
| com.github.fommil | jniloader | 1.1 |
| com.github.fommil.netlib | core | 1.1.2 |
| com.github.fommil.netlib | native_ref-java | 1.1 |
| com.github.fommil.netlib | native_ref-java-natives | 1.1 |
| com.github.fommil.netlib | native_system-java | 1.1 |
| com.github.fommil.netlib | native_system-java-natives | 1.1 |
| com.github.fommil.netlib | netlib-native_ref-linux-x86_64-natives | 1.1 |
| com.github.fommil.netlib | netlib-native_system-linux-x86_64-natives | 1.1 |
| com.github.rwl | jtransforms | 2.4.0 |
| com.google.code.findbugs | jsr305 | 2.0.1 |
| com.google.code.gson | gson | 2.2.4 |
| com.google.guava | guava | 15.0 |
| com.google.protobuf | protobuf-java | 2.6.1 |
| com.googlecode.javaewah | JavaEWAH | 0.3.2 |
| com.h2database | h2 | 1.3.174 |
| com.jamesmurty.utils | java-xmlbuilder | 1.0 |
| com.jcraft | jsch | 0.1.50 |
| com.jolbox | bonecp | 0.8.0.RELEASE |
| com.mchange | c3p0 | 0.9.5.1 |
| com.mchange | mchange-commons-java | 0.2.10 |
| com.microsoft.azure | azure-data-lake-store-sdk | 2.0.11 |
| com.microsoft.sqlserver | mssql-jdbc | 6.1.0.jre8 |
| com.ning | compress-lzf | 1.0.3 |
| com.sun.mail | javax.mail | 1.5.2 |
| com.thoughtworks.paranamer | paranamer | 2.6 |
| com.trueaccord.lenses | lenses_2.11 | 0.3 |
| com.twitter | chill-java | 0.8.0 |
| com.twitter | chill_2.11 | 0.8.0 |
| com.twitter | parquet-hadoop-bundle | 1.6.0 |
| com.twitter | util-app_2.11 | 6.23.0 |
| com.twitter | util-core_2.11 | 6.23.0 |
| com.twitter | util-jvm_2.11 | 6.23.0 |
| com.typesafe | config | 1.2.1 |
| com.typesafe.scala-logging | scala-logging-api_2.11 | 2.1.2 |
| com.typesafe.scala-logging | scala-logging-slf4j_2.11 | 2.1.2 |
| com.univocity | univocity-parsers | 2.2.1 |
| com.vlkan | flatbuffers | 1.2.0-3f79e055 |
| com.zaxxer | HikariCP | 2.4.1 |
| commons-beanutils | commons-beanutils | 1.7.0 |
| commons-beanutils | commons-beanutils-core | 1.8.0 |
| commons-cli | commons-cli | 1.2 |
| commons-codec | commons-codec | 1.10 |
| commons-collections | commons-collections | 3.2.2 |
| commons-configuration | commons-configuration | 1.6 |
| commons-dbcp | commons-dbcp | 1.4 |
| commons-digester | commons-digester | 1.8 |
| commons-httpclient | commons-httpclient | 3.1 |
| commons-io | commons-io | 2.4 |
| commons-lang | commons-lang | 2.6 |
| commons-logging | commons-logging | 1.1.3 |
| commons-net | commons-net | 2.2 |
| commons-pool | commons-pool | 1.5.4 |
| info.ganglia.gmetric4j | gmetric4j | 1.0.7 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.dropwizard.metrics | metrics-ganglia | 3.1.2 |
| io.dropwizard.metrics | metrics-graphite | 3.1.2 |
| io.dropwizard.metrics | metrics-healthchecks | 3.1.2 |
| io.dropwizard.metrics | metrics-jetty9 | 3.1.2 |
| io.dropwizard.metrics | metrics-json | 3.1.2 |
| io.dropwizard.metrics | metrics-jvm | 3.1.2 |
| io.dropwizard.metrics | metrics-log4j | 3.1.2 |
| io.dropwizard.metrics | metrics-servlets | 3.1.2 |
| io.netty | netty | 3.9.9.Final |
| io.netty | netty-all | 4.0.43.Final |
| io.prometheus | simpleclient | 0.0.16 |
| io.prometheus | simpleclient_common | 0.0.16 |
| io.prometheus | simpleclient_dropwizard | 0.0.16 |
| io.prometheus | simpleclient_servlet | 0.0.16 |
| io.prometheus.jmx | 收集器 | 0.7 |
| javax.activation | activation | 1.1.1 |
| javax.annotation | javax.annotation-api | 1.2 |
| javax.el | javax.el-api | 2.2.4 |
| javax.jdo | jdo-api | 3.0.1 |
| javax.servlet | javax.servlet-api | 3.1.0 |
| javax.servlet.jsp | jsp-api | 2.1 |
| javax.transaction | jta | 1.1 |
| javax.validation | validation-api | 1.1.0.Final |
| javax.ws.rs | javax.ws.rs-api | 2.0.1 |
| javax.xml.bind | jaxb-api | 2.2.2 |
| javax.xml.stream | stax-api | 1.0-2 |
| javolution | javolution | 5.5.1 |
| jline | jline | 2.11 |
| joda-time | joda-time | 2.9.3 |
| log4j | apache-log4j-extras | 1.2.17 |
| log4j | log4j | 1.2.17 |
| mx4j | mx4j | 3.0.2 |
| net.hydromatic | eigenbase-properties | 1.1.5 |
| net.iharder | base64 | 2.3.8 |
| net.java.dev.jets3t | jets3t | 0.9.3 |
| net.jpountz.lz4 | lz4 | 1.3.0 |
| net.razorvine | pyrolite | 4.13 |
| net.sf.jpam | jpam | 1.1 |
| net.sf.opencsv | opencsv | 2.3 |
| net.sf.supercsv | super-csv | 2.2.0 |
| net.sourceforge.f2j | arpack_combined_all | 0.1 |
| org.acplt | oncrpc | 1.0.7 |
| org.antlr | ST4 | 4.0.4 |
| org.antlr | antlr-runtime | 3.4 |
| org.antlr | antlr4-runtime | 4.5.3 |
| org.antlr | stringtemplate | 3.2.1 |
| org.apache.ant | ant | 1.9.2 |
| org.apache.ant | ant-jsch | 1.9.2 |
| org.apache.ant | ant-launcher | 1.9.2 |
| org.apache.arrow | arrow-format | 0.4.0 |
| org.apache.arrow | arrow-memory | 0.4.0 |
| org.apache.arrow | arrow-vector | 0.4.0 |
| org.apache.avro | avro | 1.7.7 |
| org.apache.avro | avro-ipc | 1.7.7 |
| org.apache.avro | avro-ipc-tests | 1.7.7 |
| org.apache.avro | avro-mapred-hadoop2 | 1.7.7 |
| org.apache.calcite | calcite-avatica | 1.2.0-incubating |
| org.apache.calcite | calcite-core | 1.2.0-incubating |
| org.apache.calcite | calcite-linq4j | 1.2.0-incubating |
| org.apache.commons | commons-compress | 1.4.1 |
| org.apache.commons | commons-crypto | 1.0.0 |
| org.apache.commons | commons-lang3 | 3.5 |
| org.apache.commons | commons-math3 | 3.4.1 |
| org.apache.curator | curator-client | 2.6.0 |
| org.apache.curator | curator-framework | 2.6.0 |
| org.apache.curator | curator-recipes | 2.6.0 |
| org.apache.derby | derby | 10.10.2.0 |
| org.apache.directory.api | api-asn1-api | 1.0.0-M20 |
| org.apache.directory.api | api-util | 1.0.0-M20 |
| org.apache.directory.server | apacheds-i18n | 2.0.0-M15 |
| org.apache.directory.server | apacheds-kerberos-codec | 2.0.0-M15 |
| org.apache.hadoop | hadoop-annotations | 2.7.3 |
| org.apache.hadoop | hadoop-auth | 2.7.3 |
| org.apache.hadoop | hadoop-client | 2.7.3 |
| org.apache.hadoop | hadoop-common | 2.7.3 |
| org.apache.hadoop | hadoop-hdfs | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-app | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-common | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-core | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-jobclient | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-shuffle | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-api | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-client | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-common | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-server-common | 2.7.3 |
| org.apache.htrace | htrace-core | 3.1.0-incubating |
| org.apache.httpcomponents | httpclient | 4.5.2 |
| org.apache.httpcomponents | httpcore | 4.4.4 |
| org.apache.ivy | ivy | 2.4.0 |
| org.apache.parquet | parquet-column | 1.8.2-databricks1 |
| org.apache.parquet | parquet-common | 1.8.2-databricks1 |
| org.apache.parquet | parquet-encoding | 1.8.2-databricks1 |
| org.apache.parquet | parquet-format | 2.3.1 |
| org.apache.parquet | parquet-hadoop | 1.8.2-databricks1 |
| org.apache.parquet | parquet-jackson | 1.8.2-databricks1 |
| org.apache.thrift | libfb303 | 0.9.3 |
| org.apache.thrift | libthrift | 0.9.3 |
| org.apache.xbean | xbean-asm5-shaded | 4.4 |
| org.apache.zookeeper | zookeeper | 3.4.6 |
| org.bouncycastle | bcprov-jdk15on | 1.51 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-jaxrs | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.codehaus.jackson | jackson-xc | 1.9.13 |
| org.codehaus.janino | commons-compiler | 3.0.0 |
| org.codehaus.janino | janino | 3.0.0 |
| org.datanucleus | datanucleus-api-jdo | 3.2.6 |
| org.datanucleus | datanucleus-core | 3.2.10 |
| org.datanucleus | datanucleus-rdbms | 3.2.9 |
| org.eclipse.jetty | jetty-client | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-continuation | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-http | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-io | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-jndi | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-plus | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-proxy | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-security | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-server | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-servlet | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-servlets | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-util | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-webapp | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-xml | 9.3.11.v20160721 |
| org.fusesource.leveldbjni | leveldbjni-all | 1.8 |
| org.glassfish.hk2 | hk2-api | 2.4.0-b34 |
| org.glassfish.hk2 | hk2-locator | 2.4.0-b34 |
| org.glassfish.hk2 | hk2-utils | 2.4.0-b34 |
| org.glassfish.hk2 | osgi-resource-locator | 1.0.1 |
| org.glassfish.hk2.external | aopalliance-repackaged | 2.4.0-b34 |
| org.glassfish.hk2.external | javax.inject | 2.4.0-b34 |
| org.glassfish.jersey.bundles.repackaged | jersey-guava | 2.22.2 |
| org.glassfish.jersey.containers | jersey-container-servlet | 2.22.2 |
| org.glassfish.jersey.containers | jersey-container-servlet-core | 2.22.2 |
| org.glassfish.jersey.core | jersey-client | 2.22.2 |
| org.glassfish.jersey.core | jersey-common | 2.22.2 |
| org.glassfish.jersey.core | jersey-server | 2.22.2 |
| org.glassfish.jersey.media | jersey-media-jaxb | 2.22.2 |
| org.hibernate | hibernate-validator | 5.1.1.Final |
| org.iq80.snappy | snappy | 0.2 |
| org.javassist | javassist | 3.18.1-GA |
| org.jboss.logging | jboss-logging | 3.1.3.GA |
| org.jdbi | jdbi | 2.63.1 |
| org.joda | joda-convert | 1.7 |
| org.jodd | jodd-core | 3.5.2 |
| org.jpmml | pmml-model | 1.2.15 |
| org.jpmml | pmml-schema | 1.2.15 |
| org.json4s | json4s-ast_2.11 | 3.2.11 |
| org.json4s | json4s-core_2.11 | 3.2.11 |
| org.json4s | json4s-jackson_2.11 | 3.2.11 |
| org.mariadb.jdbc | mariadb-java-client | 2.1.2 |
| org.mockito | mockito-all | 1.9.5 |
| org.objenesis | objenesis | 2.1 |
| org.postgresql | postgresql | 9.4-1204-jdbc41 |
| org.roaringbitmap | RoaringBitmap | 0.5.11 |
| org.rocksdb | rocksdbjni | 5.2.1 |
| org.rosuda.REngine | REngine | 2.1.0 |
| org.scala-lang | scala-compiler_2.11 | 2.11.8 |
| org.scala-lang | scala-library_2.11 | 2.11.8 |
| org.scala-lang | scala-reflect_2.11 | 2.11.8 |
| org.scala-lang | scalap_2.11 | 2.11.8 |
| org.scala-lang.modules | scala-parser-combinators_2.11 | 1.0.2 |
| org.scala-lang.modules | scala-xml_2.11 | 1.0.2 |
| org.scala-sbt | test-interface | 1.0 |
| org.scalacheck | scalacheck_2.11 | 1.12.5 |
| org.scalanlp | breeze-macros_2.11 | 0.13.2 |
| org.scalanlp | breeze_2.11 | 0.13.2 |
| org.scalatest | scalatest_2.11 | 2.2.6 |
| org.slf4j | jcl-over-slf4j | 1.7.16 |
| org.slf4j | jul-to-slf4j | 1.7.16 |
| org.slf4j | slf4j-api | 1.7.16 |
| org.slf4j | slf4j-log4j12 | 1.7.16 |
| org.spark-project.hive | hive-beeline | 1.2.1.spark2 |
| org.spark-project.hive | hive-cli | 1.2.1.spark2 |
| org.spark-project.hive | hive-exec | 1.2.1.spark2 |
| org.spark-project.hive | hive-jdbc | 1.2.1.spark2 |
| org.spark-project.hive | hive-metastore | 1.2.1.spark2 |
| org.spark-project.spark | unused | 1.0.0 |
| org.spire-math | spire-macros_2.11 | 0.13.0 |
| org.spire-math | spire_2.11 | 0.13.0 |
| org.springframework | spring-core | 4.1.4.RELEASE |
| org.springframework | spring-test | 4.1.4.RELEASE |
| org.tukaani | xz | 1.0 |
| org.typelevel | machinist_2.11 | 0.6.1 |
| org.typelevel | macro-compat_2.11 | 1.1.1 |
| org.xerial | sqlite-jdbc | 3.8.11.2 |
| org.xerial.snappy | snappy-java | 1.1.2.6 |
| org.yaml | snakeyaml | 1.16 |
| oro | oro | 2.0.8 |
| software.amazon.ion | ion-java | 1.0.2 |
| stax | stax-api | 1.0.1 |
| xmlenc | xmlenc | 0.52 |