Databricks Runtime 5.0 (不支援的) Databricks Runtime 5.0 (Unsupported)

Databricks 在2018年11月發行此映射。Databricks released this image in November 2018.

下列版本資訊提供 Apache Spark 所支援之 Databricks Runtime 5.0 的相關資訊。The following release notes provide information about Databricks Runtime 5.0, powered by Apache Spark.

新功能New Features

改善Improvements

  • Delta LakeDelta Lake
    • OPTIMIZE 效能和穩定性。OPTIMIZE performance and stability.
      • OPTIMIZE 命令會儘快認可批次,而不是在結尾。The OPTIMIZE command commits batches as soon as possible, instead of at the end.
      • 減少平行執行的預設執行緒數目 OPTIMIZEReduced the default number of threads OPTIMIZE runs in parallel. 針對大型資料表,這是嚴格的效能提升。This is a strict performance increase for large tables.
      • OPTIMIZE 由在寫入資料分割資料表時避免不必要的排序資料,來加速寫入。Sped up OPTIMIZE writes by avoiding an unnecessarily sorting data when writing to a partitioned table.
      • OPTIMIZE ZORDER BY 由使其遞增,來加速。Sped up OPTIMIZE ZORDER BY by making it incremental. 這表示命令現在可避免重寫已經由相同資料行 (s) 排序的資料檔案。This means the command now avoids rewriting data files that were already Z-ordered by the same column(s). 請參閱 Z 順序 (多維度群集) See Z-Ordering (multi-dimensional clustering).
    • 查詢 Delta 資料表時,快照集隔離。Snapshot isolation when querying Delta tables. 如果查詢具有差異資料表的多個參考 (例如,自我聯結) 會從相同的資料表快照集進行讀取,即使資料表有並行的更新也一樣。Any query with multiple references to a Delta table (for example, self-join) reads from the same table snapshot even if there are concurrent updates to the table.
    • 藉由在驅動程式上快取中繼資料,來改善從小型 ( # A0 2000 檔案讀取) Delta 資料表的查詢延遲。Improved query latency when reading from small (< 2000 files) Delta tables by caching metadata on the driver.
  • 改善 MLlib 羅吉斯回歸效能。Improved MLlib logistic regression performance.
  • 改善的 MLlib 樹狀結構效能。Improved MLlib tree algorithm performance.
  • 已升級數個 JAVA 和 Scala 程式庫。Upgraded several Java and Scala libraries. 請參閱 已安裝的 JAVA 和 Scala 程式庫 (Scala 2.11 叢集版本) See Installed Java and Scala libraries (Scala 2.11 cluster version).
  • 已升級部分安裝的 Python 程式庫:Upgraded some installed Python libraries:
    • pip:10.0.1 至18。0pip: 10.0.1 to 18.0
    • setuptools:39.2.0 至40.4。1setuptools: 39.2.0 to 40.4.1
    • 龍捲風:5.0.2 版至5.1。1tornado: 5.0.2 to 5.1.1
  • 已升級數個已安裝的 R 程式庫。Upgraded several installed R libraries. 請參閱 已安裝的 R 程式庫See Installed R Libraries.

Bug 修正Bug Fixes

  • Delta LakeDelta Lake
    • 在 SQL 會議中設定的設定現在會正確地套用到第一次載入不同筆記本的 Delta Lake 作業。Configurations set in SQL conf now correctly apply to Delta Lake operations that were first loaded in a different notebook.
    • 修正了命令中的錯誤,此錯誤 DELETE 會不正確地刪除條件評估為 null 的資料列。Fixed a bug in DELETE command that would incorrectly delete the rows where the condition evaluates to null.
    • 需要超過兩天來處理初始批次的資料流程 (也就是,當資料流程啟動時,資料表中的資料) 在 FileNotFoundException 嘗試從檢查點復原時不再失敗。Streams that take more than two days to process the initial batch (that is, data that was in the table when the stream started) no longer fail with FileNotFoundException when attempting to recover from a checkpoint.
    • 避免在 NoClassDefError 載入新的資料表時造成的競爭情形。Avoids a race condition that lead to NoClassDefError when loading a new table.
    • 修正作業 VACUUM 失敗的位置,並顯示 AssertionError,說明:「此處不應有任何絕對路徑可供刪除。」Fix for VACUUM where the operation may fail with an AssertionError stating: “Shouldn’t have any absolute paths for deletion here.”
    • 固定 SHOW CREATE TABLE 的命令,不包含 Hive 產生的儲存體屬性。Fixed SHOW CREATE TABLE command to not include Hive-generated storage properties.
  • NoClassDefFoundError針對內部 Spark 類別擲回許多錯誤的執行程式,現在會自動重新開機以修正問題。Executors that throw many NoClassDefFoundError errors for internal Spark classes are now automatically restarted to fix the issue.

已知問題Known Issues

  • replaceWhere overwrite 即使已啟用不區分大小寫 ((預設) ),Delta Lake 中模式的選項所指定的資料行名稱仍會區分大小寫。Column names specified in the replaceWhere option for overwrite mode in Delta Lake are case sensitive even if case insensitivity is enabled (which is the default).
  • 適用于 Databricks Runtime 5.0 的 雪花連接器 目前為預覽狀態。The Snowflake connector for Databricks Runtime 5.0 is in Preview.
  • 如果您在連接到 Databricks Runtime 5.0 叢集的筆記本中取消正在執行的串流資料格,除非您清除筆記本狀態或重新開機叢集,否則無法在筆記本中執行任何後續的命令。If you cancel a running streaming cell in a notebook attached to a Databricks Runtime 5.0 cluster, you cannot run any subsequent commands in the notebook unless you clear notebook state or restart the cluster. 如需解決方法,請參閱 知識庫For a workaround, see the Knowledge Base.

Apache SparkApache Spark

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

Core 和 Spark SQLCore and Spark SQL

注意

本文包含詞彙 從屬 的參考,這是 Azure Databricks 不再使用的詞彙。This article contains references to the term slave, a term that Azure Databricks no longer uses. 從軟體中移除該字詞時,我們也會將其從本文中移除。When the term is removed from the software, we’ll remove it from this article.

主要功能Major features

  • 屏障執行模式: [SPARK-24374] 支援排程器中的關卡執行模式,以更妥善地與深度學習架構整合。Barrier Execution Mode: [SPARK-24374] Support Barrier Execution Mode in the scheduler, to better integrate with deep learning frameworks.
  • Scala 2.12 支援: [SPARK-14220] 新增實驗性 Scala 2.12 支援。Scala 2.12 Support: [SPARK-14220] Add experimental Scala 2.12 support. 現在您可以使用 Scala 2.12 建立 Spark,並在 Scala 2.12 中撰寫 Spark 應用程式。Now you can build Spark with Scala 2.12 and write Spark applications in Scala 2.12.
  • 較高順序的函 式: [SPARK-23899] 新增許多新的內建函數,包括高序位函數,以便更輕鬆地使用複雜的資料類型。Higher-order functions: [SPARK-23899] Add many new built-in functions, including high-order functions, to make working with complex data types easier. 請參閱 Apache Spark 內建函數See Apache Spark built-in functions.
  • 內建 Avro 資料來源: [SPARK-24768] 具有邏輯類型支援的內嵌 Spark-Avro 套件、更佳的效能和可用性。Built-in Avro data source: [SPARK-24768] Inline Spark-Avro package with logical type support, better performance and usability.

APIAPI

效能和穩定性Performance and stability

連接器Connectors

PySparkPySpark

其他值得注意的變更Other notable changes

程式設計指南: SPARK RDD 程式設計指南spark SQL 資料框架和資料集指南Programming guides: Spark RDD Programming Guide and Spark SQL DataFrames and Datasets Guide.

結構化串流Structured Streaming

主要功能Major features

  • [SPARK-24565] 使用 foreachBatch (Python、Scala 和 JAVA) ,將每個 microbatch 的輸出資料列公開為數據框架[SPARK-24565] Exposed the output rows of each microbatch as a DataFrame using foreachBatch (Python, Scala, and Java)
  • [SPARK-24396] 已新增適用于 foreach 和 ForeachWriter 的 Python API[SPARK-24396] Added Python API for foreach and ForeachWriter
  • [SPARK-25005] 支援 "kafka",以從使用交易式生產者撰寫的 Kafka 主題讀取認可的記錄。[SPARK-25005] Support “kafka.isolation.level” to read only committed records from Kafka topics that are written using a transactional producer.

其他值得注意的變更Other notable changes

  • [SPARK-24662] 支援在附加或完成模式中進行資料流程的限制運算子[SPARK-24662] Support the LIMIT operator for streams in Append or Complete mode
  • [SPARK-24763] 從串流匯總中的值移除重複的索引鍵資料[SPARK-24763] Remove redundant key data from value in streaming aggregation
  • [SPARK-24156] 在輸入資料流程中沒有任何資料時,使用可設定狀態的作業加快產生輸出結果及/或狀態清除 (mapGroupsWithState、串流串流聯結、串流匯總、串流 dropDuplicates) 。[SPARK-24156] Faster generation of output results and/or state cleanup with stateful operations (mapGroupsWithState, stream-stream join, streaming aggregation, streaming dropDuplicates) when there is no data in the input stream.
  • [SPARK-24730] 支援在查詢中有多個輸入資料流程時,選擇最小或最大水位線[SPARK-24730] Support for choosing either the min or max watermark when there are multiple input streams in a query
  • [SPARK-25399] 修正了針對 microbatch 串流重複使用執行執行緒來自連續處理的錯誤,可能會導致正確性問題[SPARK-25399] Fixed a bug where reusing execution threads from continuous processing for microbatch streaming can result in a correctness issue
  • [SPARK-18057] 從0.10.0.1 升級至2.0.0 的 Kafka 用戶端版本[SPARK-18057] Upgraded Kafka client version from 0.10.0.1 to 2.0.0

程式設計指南: 結構化串流程式設計指南Programming guide: Structured Streaming Programming Guide.

MLlibMLlib

主要功能Major features

其他值得注意的變更Other notable changes

程式設計指南: Machine Learning 程式庫 (MLlib) 指南Programming guide: Machine Learning Library (MLlib) Guide.

SparkRSparkR

程式設計手冊: SparkR Spark) 上的 (R Programming guide: SparkR (R on Spark).

GraphXGraphX

  • [SPARK-25268] 執行平行個人化 PageRank 擲回序列化例外狀況[SPARK-25268] run Parallel Personalized PageRank throws serialization Exception

程式設計手冊: GraphX 程式設計手冊Programming guide: GraphX Programming Guide.

棄用功能Deprecations

行為的變更Changes of behavior

  • [SPARK-23549] 在比較 timestamp 與 date 時轉換為 timestamp[SPARK-23549] Cast to timestamp when comparing timestamp with date
  • [SPARK-24324] pandas 分組的地圖 UDF 應依名稱指派結果資料行[SPARK-24324] pandas Grouped Map UDF should assign result columns by name
  • [SPARK-25088] Rest 伺服器預設 & 檔更新[SPARK-25088] Rest Server default & doc updates
  • [SPARK-23425] 使用萬用字元的 hdfs 檔案路徑載入資料無法正常運作[SPARK-23425] load data for hdfs file path with wildcard usage is not working properly
  • [SPARK-23173] from_json 可以為標示為不可為 null 的欄位產生 null[SPARK-23173] from_json can produce nulls for fields which are marked as non-nullable
  • [SPARK-24966] 執行設定作業的優先順序規則[SPARK-24966] Implement precedence rules for set operations
  • [SPARK-25708] 擁有不含 GROUP BY 的應該是全域匯總[SPARK-25708] HAVING without GROUP BY should be global aggregate
  • [SPARK-24341] 在子查詢中正確處理多重值[SPARK-24341] Correctly handle multi-value IN subquery
  • [SPARK-19724] 建立具有已存在預設位置的 managed 資料表應該會擲回例外狀況[SPARK-19724] Create a managed table with an existed default location should throw an exception

請參閱所有行為變更的 遷移指南See the Migration Guide for all behavior changes.

已知問題Known Issues

  • [SPARK-25793] 在 BisectingKMeans 中載入模型 bug[SPARK-25793] Loading model bug in BisectingKMeans
  • [SPARK-25271] CTAS 與 Hive parquet 資料表應該利用原生 parquet 來源[SPARK-25271] CTAS with Hive parquet tables should leverage native parquet source
  • [SPARK-24935] 從 Spark 2.2 執行 Hive UDAF 的問題[SPARK-24935] Problem with Executing Hive UDAF’s from Spark 2.2 Onwards

維護更新Maintenance Updates

請參閱 Databricks Runtime 5.0 維護更新See Databricks Runtime 5.0 maintenance updates.

系統內容System Environment

  • 作業系統: UBUNTU 16.04.5 LTSOperating System: Ubuntu 16.04.5 LTS
  • JAVA: 1.8.0 _162Java: 1.8.0_162
  • Scala:2.11。8Scala: 2.11.8
  • Python:適用 于 python 3 叢集的 python 2 叢集和3.5.2 的2.7.12。Python: 2.7.12 for Python 2 clusters and 3.5.2 for Python 3 clusters. 如需詳細資訊,請參閱 Python 版本For details, see Python version.
  • R: r 版本 3.4.4 (2018-03-15) R: R version 3.4.4 (2018-03-15)
  • GPU 叢集:已安裝下列 NVIDIA GPU 程式庫:GPU clusters: The following NVIDIA GPU libraries are installed:
    • Tesla 驅動程式375.66Tesla driver 375.66
    • CUDA 9。0CUDA 9.0
    • cuDNN 7。0cuDNN 7.0

注意

雖然 Apache Spark 2.4 支援 Scala 2.12,但 Databricks Runtime 5.0 並不支援。Although Scala 2.12 is supported in Apache Spark 2.4, it is not supported in Databricks Runtime 5.0.

已安裝 Python 程式庫Installed Python Libraries

程式庫Library 版本Version 程式庫Library 版本Version 程式庫Library 版本Version
ansi2htmlansi2html 1.1.11.1.1 argparseargparse 1.2.11.2.1 反向移植-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
密碼編譯cryptography 1.51.5 cyclercycler 0.10.00.10.0 CythonCython 0.24.10.24.1
裝飾decorator 4.0.104.0.10 docutilsdocutils 0.140.14 enum34enum34 1.1.61.1.6
et-xmlfileet-xmlfile 1.0.11.0.1 freetype-.pyfreetype-py 1.0.21.0.2 funcsigsfuncsigs 1.0.21.0.2
fusepyfusepy 2.0.42.0.4 未來futures 3.2.03.2.0 ggplotggplot 0.6.80.6.8
html5libhtml5lib 0.9990.999 idnaidna 2.12.1 ipaddress 1.0.161.0.16
ipythonipython 2.2.02.2.0 ipython-genutilsipython-genutils 0.1.00.1.0 jdcaljdcal 1.21.2
Jinja2Jinja2 2.82.8 jmespathjmespath 0.9.00.9.0 llvmlitellvmlite 0.13.00.13.0
lxmllxml 3.6.43.6.4 MarkupSafeMarkupSafe 0.230.23 matplotlibmatplotlib 1.5.31.5.3
mpld3mpld3 0.20.2 msgpack-pythonmsgpack-python 0.4.70.4.7 ndg-HTTPsclientndg-httpsclient 0.3.30.3.3
numbanumba 0.28.10.28.1 numpynumpy 1.11.11.11.1 openpyxlopenpyxl 2.3.22.3.2
pandaspandas 0.19.20.19.2 pathlib2pathlib2 2.1.02.1.0 佩西patsy 0.4.10.4.1
pexpectpexpect 4.0.14.0.1 picklesharepickleshare 0.7.40.7.4 枕頭Pillow 3.3.13.3.1
pippip 18.018.0 ply 3.93.9 提示-工具組prompt-toolkit 1.0.71.0.7
psycopg2psycopg2 2.6.22.6.2 ptyprocessptyprocess 0.5.10.5.1 py4jpy4j 0.10.30.10.3
pyarrowpyarrow 0.8.00.8.0 pyasn1pyasn1 0.1.90.1.9 pycparserpycparser 2.142.14
PygmentsPygments 2.1.32.1.3 PyGObjectPyGObject 3.20.03.20.0 pyOpenSSLpyOpenSSL 16.0.016.0.0
pyparsingpyparsing 2.2.02.2.0 pypngpypng 0.0.180.0.18 PythonPython 2.7.122.7.12
python-dateutilpython-dateutil 2.5.32.5.3 python-geohashpython-geohash 0.8.50.8.5 pytzpytz 2016.6.12016.6.1
requestsrequests 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 沖刷scour 0.320.32 以 seabornseaborn 0.7.10.7.1
setuptoolssetuptools 40.4.140.4.1 simplejsonsimplejson 3.8.23.8.2 simples3simples3 1.01.0
singledispatchsingledispatch 3.4.0.33.4.0.3 six 1.10.01.10.0 statsmodelsstatsmodels 0.6.10.6.1
龍捲風tornado 5.1.15.1.1 traitletstraitlets 4.3.04.3.0 urllib3urllib3 1.19.11.19.1
virtualenvvirtualenv 15.0.115.0.1 wcwidthwcwidth 0.1.70.1.7 wheelwheel 0.31.10.31.1
wsgirefwsgiref 0.1.20.1.2

已安裝的 R 程式庫Installed R Libraries

程式庫Library 版本Version 程式庫Library 版本Version 程式庫Library 版本Version
abindabind 1.4-51.4-5 assertthatassertthat 0.2.00.2.0 backportsbackports 1.1.21.1.2
basebase 3.4.43.4.4 base64encbase64enc 0.1-30.1-3 BHBH 1.66.0-11.66.0-1
bindrbindr 0.1.10.1.1 bindrcppbindrcpp 0.2.20.2.2 bitbit 1.1-141.1-14
bit64bit64 0.9-70.9-7 bitopsbitops 1.0-61.0-6 blobblob 1.1.11.1.1
bootboot 1.3-201.3-20 brewbrew 1.0-61.0-6 broombroom 0.5.00.5.0
callrcallr 3.0.03.0.0 carcar 3.0-23.0-2 carDatacarData 3.0-13.0-1
caretcaret 6.0-806.0-80 cellrangercellranger 1.1.01.1.0 chronchron 2.3-522.3-52
classclass 7.3-147.3-14 clicli 1.0.01.0.0 叢集cluster 2.0.7-12.0.7-1
codetoolscodetools 0.2-150.2-15 colorspacecolorspace 1.3-21.3-2 commonmarkcommonmark 1.51.5
compilercompiler 3.4.43.4.4 crayoncrayon 1.3.41.3.4 curlcurl 3.23.2
CVSTCVST 0.2-20.2-2 data.tabledata.table 1.11.41.11.4 datasetsdatasets 3.4.43.4.4
DBIDBI 1.0.01.0.0 ddalphaddalpha 1.3.41.3.4 DEoptimRDEoptimR 1.0-81.0-8
descdesc 1.2.01.2.0 devtoolsdevtools 1.13.61.13.6 digestdigest 0.6.160.6.16
dimReddimRed 0.1.00.1.0 doMCdoMC 1.3.51.3.5 dplyrdplyr 0.7.60.7.6
DRRDRR 0.0.30.0.3 fansifansi 0.3.00.3.0 forcatsforcats 0.3.00.3.0
foreachforeach 1.4.41.4.4 foreignforeign 0.8-700.8-70 gbmgbm 2.1.32.1.3
幾何geometry 0.3-60.3-6 ggplot2ggplot2 3.0.03.0.0 git2rgit2r 0.23.00.23.0
glmnetglmnet 2.0-162.0-16 glueglue 1.3.01.3.0 gowergower 0.1.20.1.2
graphicsgraphics 3.4.43.4.4 grDevicesgrDevices 3.4.43.4.4 gridgrid 3.4.43.4.4
gsubfngsubfn 0.70.7 gtablegtable 0.2.00.2.0 H2oh2o 3.20.0.23.20.0.2
havenhaven 1.1.21.1.2 hmshms 0.4.20.4.2 httrhttr 1.3.11.3.1
hwriterhwriter 1.3.21.3.2 hwriterPlushwriterPlus 1.0-31.0-3 ipredipred 0.9-70.9-7
iteratorsiterators 1.0.101.0.10 jsonlitejsonlite 1.51.5 kernlabkernlab 0.9-270.9-27
KernSmoothKernSmooth 2.23-152.23-15 labelinglabeling 0.30.3 latticelattice 0.20-350.20-35
lavalava 1.6.31.6.3 lazyevallazyeval 0.2.10.2.1 littlerlittler 0.3.40.3.4
lme4lme4 1.1-18-11.1-18-1 lubridatelubridate "1.7.4 magicmagic 1.5-81.5-8
magrittrmagrittr 1.51.5 mapprojmapproj 1.2.61.2.6 mapsmaps 3.3.03.3.0
maptoolsmaptools 0.9-30.9-3 MASSMASS 7.3-507.3-50 MatrixMatrix 1.2-141.2-14
MatrixModelsMatrixModels 0.4-10.4-1 memoisememoise 1.1.01.1.0 methodsmethods 3.4.43.4.4
mgcvmgcv 1.8-241.8-24 mimemime 0.50.5 minqaminqa 1.2.41.2.4
ModelMetricsModelMetrics 1.2.01.2.0 munsellmunsell 0.5.00.5.0 mvtnormmvtnorm 1.0-81.0-8
nlmenlme 3.1-1373.1-137 nloptrnloptr 1.0.41.0.4 nnetnnet 7.3-127.3-12
numDerivnumDeriv 2016.8-12016.8-1 opensslopenssl 1.0.21.0.2 openxlsxopenxlsx 4.1.04.1.0
parallelparallel 3.4.43.4.4 pbkrtestpbkrtest 0.4-70.4-7 pillarpillar 1.3.01.3.0
pkgbuildpkgbuild 1.0.01.0.0 pkgconfigpkgconfig 2.0.22.0.2 pkgKittenpkgKitten 0.1.40.1.4
pkgloadpkgload 1.0.01.0.0 plogrplogr 0.2.00.2.0 plspls 2.7-02.7-0
plyrplyr 1.8.41.8.4 praisepraise 1.0.01.0.0 prettyunitsprettyunits 1.0.21.0.2
pROCpROC 1.12.11.12.1 processxprocessx 3.2.03.2.0 prodlimprodlim 2018.04.182018.04.18
protoproto 1.0.01.0.0 psps 1.1.01.1.0 purrrpurrr 0.2.50.2.5
quantregquantreg 5.365.36 R.methodsS3R.methodsS3 1.7.11.7.1 R.ooR.oo 1.22.01.22.0
R.utilsR.utils 2.7.02.7.0 R6R6 2.2.22.2.2 randomForestrandomForest 4.6-144.6-14
RColorBrewerRColorBrewer 1.1-21.1-2 RcppRcpp 0.12.180.12.18 RcppEigenRcppEigen 0.3.3.4.00.3.3.4.0
RcppRollRcppRoll 0.3.00.3.0 RCurlRCurl 1.95-4.111.95-4.11 readrreadr 1.1.11.1.1
readxlreadxl 1.1.01.1.0 recipesrecipes 0.1.30.1.3 rematchrematch 1.0.11.0.1
reshape2reshape2 1.4.31.4.3 力拓rio 0.5.10 版0.5.10 rlangrlang 0.2.20.2.2
robustbaserobustbase 0.93-20.93-2 RODBCRODBC 1.3-151.3-15 roxygen2roxygen2 6.1.06.1.0
rpartrpart 4.1-134.1-13 rprojrootrprojroot 1.3-21.3-2 RserveRserve 1.7-31.7-3
RSQLiteRSQLite 2.1.12.1.1 rstudioapirstudioapi 0.70.7 scalesscales 1.0.01.0.0
sfsmiscsfsmisc 1.1-21.1-2 spsp 1.3-11.3-1 SparkRSparkR 2.4.02.4.0
SparseMSparseM 1.771.77 spatialspatial 7.3-117.3-11 splinessplines 3.4.43.4.4
sqldfsqldf 0.4-110.4-11 SQUAREMSQUAREM 2017.10-12017.10-1 statmodstatmod 1.4.301.4.30
statsstats 3.4.43.4.4 stats4stats4 3.4.43.4.4 stringistringi 1.2.41.2.4
stringrstringr 1.3.11.3.1 survivalsurvival 2.42-62.42-6 tcltktcltk 3.4.43.4.4
TeachingDemosTeachingDemos 2.102.10 testthattestthat 2.0.02.0.0 tibbletibble 1.4.21.4.2
tidyrtidyr 0.8.10.8.1 tidyselecttidyselect 0.2.40.2.4 timeDatetimeDate 3043.1023043.102
toolstools 3.4.43.4.4 utf8utf8 1.1.41.1.4 utilsutils 3.4.43.4.4
viridisLiteviridisLite 0.3.00.3.0 whiskerwhisker 0.3-20.3-2 withrwithr 2.1.22.1.2
xml2xml2 1.2.01.2.0 zipzip 1.0.01.0.0

已安裝 JAVA 和 Scala 程式庫 (Scala 2.11 叢集版本) Installed Java and Scala libraries (Scala 2.11 cluster version)

群組識別碼Group ID 成品識別碼Artifact ID 版本Version
antlrantlr antlrantlr 2.7.72.7.7
amazonawscom.amazonaws amazon-kinesis-用戶端amazon-kinesis-client 1.8.101.8.10
amazonawscom.amazonaws aws-java-sdk-自動調整aws-java-sdk-autoscaling 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cloudformationaws-java-sdk-cloudformation 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cloudfrontaws-java-sdk-cloudfront 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cloudhsmaws-java-sdk-cloudhsm 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cloudsearchaws-java-sdk-cloudsearch 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cloudtrailaws-java-sdk-cloudtrail 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cloudwatchaws-java-sdk-cloudwatch 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cloudwatchmetricsaws-java-sdk-cloudwatchmetrics 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-codedeployaws-java-sdk-codedeploy 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cognitoidentityaws-java-sdk-cognitoidentity 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-cognitosyncaws-java-sdk-cognitosync 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-configaws-java-sdk-config 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-核心aws-java-sdk-core 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-datapipelineaws-java-sdk-datapipeline 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-directconnectaws-java-sdk-directconnect 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-目錄aws-java-sdk-directory 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-dynamodbaws-java-sdk-dynamodb 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-ec2aws-java-sdk-ec2 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-ecsaws-java-sdk-ecs 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-efsaws-java-sdk-efs 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-elasticacheaws-java-sdk-elasticache 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-elasticbeanstalkaws-java-sdk-elasticbeanstalk 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-elasticloadbalancingaws-java-sdk-elasticloadbalancing 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-elastictranscoderaws-java-sdk-elastictranscoder 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-emraws-java-sdk-emr 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-glacieraws-java-sdk-glacier 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-iamaws-java-sdk-iam 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-microsoft.importexportaws-java-sdk-importexport 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-kinesisaws-java-sdk-kinesis 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-kmsaws-java-sdk-kms 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-lambdaaws-java-sdk-lambda 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-記錄aws-java-sdk-logs 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-machinelearningaws-java-sdk-machinelearning 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-opsworksaws-java-sdk-opsworks 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-rdsaws-java-sdk-rds 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-redshiftaws-java-sdk-redshift 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-route53aws-java-sdk-route53 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-s3aws-java-sdk-s3 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-sesaws-java-sdk-ses 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-simpledbaws-java-sdk-simpledb 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-simpleworkflowaws-java-sdk-simpleworkflow 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-snsaws-java-sdk-sns 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-sqsaws-java-sdk-sqs 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-ssmaws-java-sdk-ssm 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-storagegatewayaws-java-sdk-storagegateway 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-stsaws-java-sdk-sts 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-支援aws-java-sdk-support 1.11.3131.11.313
amazonawscom.amazonaws aws-java-sdk-swf-程式庫aws-java-sdk-swf-libraries 1.11.221.11.22
amazonawscom.amazonaws aws-java-sdk-工作區aws-java-sdk-workspaces 1.11.3131.11.313
amazonawscom.amazonaws jmespath-javajmespath-java 1.11.3131.11.313
carrotsearchcom.carrotsearch hppchppc 0.7.20.7.2
chuusaicom.chuusai shapeless_2 11shapeless_2.11 2.3.22.3.2
clearspring。com.clearspring.analytics 資料流stream 2.7.02.7.0
databrickscom.databricks RserveRserve 1.8-31.8-3
databrickscom.databricks dbml-local_2 11dbml-local_2.11 0.5.0-db7-spark 2。40.5.0-db7-spark2.4
databrickscom.databricks dbml-local_2 11-測試dbml-local_2.11-tests 0.5.0-db7-spark 2。40.5.0-db7-spark2.4
databrickscom.databricks jets3tjets3t 0.7.1-00.7.1-0
databricks. scalapbcom.databricks.scalapb compilerplugin_2 11compilerplugin_2.11 0.4.15-90.4.15-9
databricks. scalapbcom.databricks.scalapb scalapb-runtime_2 11scalapb-runtime_2.11 0.4.15-90.4.15-9
esotericsoftwarecom.esotericsoftware kryo-陰影kryo-shaded 4.0.24.0.2
esotericsoftwarecom.esotericsoftware minlogminlog 1.3.01.3.0
而將 com.fasterxml.jackson.corecom.fasterxml 同學classmate 1.0.01.0.0
而將 com.fasterxml.jackson.core. jackson corecom.fasterxml.jackson.core jackson-批註jackson-annotations 2.6.72.6.7
而將 com.fasterxml.jackson.core. jackson corecom.fasterxml.jackson.core jackson-核心jackson-core 2.6.72.6.7
而將 com.fasterxml.jackson.core. jackson corecom.fasterxml.jackson.core jackson-databindjackson-databind 2.6.7.12.6.7.1
而將 com.fasterxml.jackson.core. jackson. dataformatcom.fasterxml.jackson.dataformat jackson-dataformat-cborjackson-dataformat-cbor 2.6.72.6.7
而將 com.fasterxml.jackson.core. jackson. 資料類型com.fasterxml.jackson.datatype jackson-datatype-joda-timejackson-datatype-joda 2.6.72.6.7
而將 com.fasterxml.jackson.core. jackson. modulecom.fasterxml.jackson.module jackson-module-paranamerjackson-module-paranamer 2.6.72.6.7
而將 com.fasterxml.jackson.core. jackson. modulecom.fasterxml.jackson.module jackson-module-scala_2 11jackson-module-scala_2.11 2.6.7.12.6.7.1
fommilcom.github.fommil jniloaderjniloader 1.11.1
fommil. netlibcom.github.fommil.netlib corecore 1.1.21.1.2
fommil. netlibcom.github.fommil.netlib native_ref-javanative_ref-java 1.11.1
fommil. netlibcom.github.fommil.netlib native_ref-java-原生native_ref-java-natives 1.11.1
fommil. netlibcom.github.fommil.netlib native_system-javanative_system-java 1.11.1
fommil. netlibcom.github.fommil.netlib native_system-java-原生native_system-java-natives 1.11.1
fommil. netlibcom.github.fommil.netlib netlib-native_ref-linux-x86_64-原生netlib-native_ref-linux-x86_64-natives 1.11.1
fommil. netlibcom.github.fommil.netlib netlib-native_system-linux-x86_64-原生netlib-native_system-linux-x86_64-natives 1.11.1
lubencom.github.luben zstd-jnizstd-jni 1.3.2-21.3.2-2
rwlcom.github.rwl jtransformsjtransforms 2.4.02.4.0
findbugs。com.google.code.findbugs jsr305jsr305 2.0.12.0.1
gson。com.google.code.gson gsongson 2.2.42.2.4
guavacom.google.guava 番 石榴guava 15.015.0
protobufcom.google.protobuf protobuf-javaprotobuf-java 2.6.12.6.1
googlecode. javaewahcom.googlecode.javaewah JavaEWAHJavaEWAH 0.3.20.3.2
h2databasecom.h2database h2h2 1.3.1741.3.174
jcraftcom.jcraft jschjsch 0.1.500.1.50
jolboxcom.jolbox bonecpbonecp 0.8.0 版版0.8.0.RELEASE
mchangecom.mchange c3p0c3p0 0.9.5.10.9.5.1
mchangecom.mchange mchange-commons-javamchange-commons-java 0.2.100.2.10
com.microsoft.azurecom.microsoft.azure azure-data-lake-store-sdkazure-data-lake-store-sdk 2.2.82.2.8
.comcom.microsoft.sqlserver mssql-jdbcmssql-jdbc 6.2.2. jre86.2.2.jre8
ningcom.ning 壓縮-lzfcompress-lzf 1.0.31.0.3
.com. mailcom.sun.mail javax.xml.transform.dom.domresultjavax.mail 1.5.21.5.2
thoughtworks. paranamercom.thoughtworks.paranamer paranamerparanamer 2.82.8
trueaccord. 鏡頭com.trueaccord.lenses lenses_2 11lenses_2.11 0.30.3
.comcom.twitter 冷藏-javachill-java 0.9.30.9.3
.comcom.twitter chill_2 11chill_2.11 0.9.30.9.3
.comcom.twitter parquet-hadoop-套件組合parquet-hadoop-bundle 1.6.01.6.0
.comcom.twitter util-app_2 11util-app_2.11 6.23.06.23.0
.comcom.twitter util-core_2 11util-core_2.11 6.23.06.23.0
.comcom.twitter util-jvm_2 11util-jvm_2.11 6.23.06.23.0
typesafecom.typesafe configconfig 1.2.11.2.1
typesafe。 scala-記錄com.typesafe.scala-logging scala-記錄-api_2 11scala-logging-api_2.11 2.1.22.1.2
typesafe。 scala-記錄com.typesafe.scala-logging scala-記錄-slf4j_2 11scala-logging-slf4j_2.11 2.1.22.1.2
univocitycom.univocity univocity-剖析器univocity-parsers 2.7.32.7.3
vlkancom.vlkan flatbuffersflatbuffers 1.2.0-3f79e0551.2.0-3f79e055
zaxxercom.zaxxer HikariCPHikariCP 3.1.03.1.0
commons-beanutilscommons-beanutils commons-beanutilscommons-beanutils 1.7.01.7.0
commons-beanutilscommons-beanutils commons-beanutils-核心commons-beanutils-core 1.8.01.8.0
commons-clicommons-cli commons-clicommons-cli 1.21.2
commons-codec.jarcommons-codec commons-codec.jarcommons-codec 1.101.10
commons-集合commons-collections commons-集合commons-collections 3.2.23.2.2
commons-設定commons-configuration commons-設定commons-configuration 1.61.6
commons-dbcpcommons-dbcp commons-dbcpcommons-dbcp 1.41.4
commons-digestercommons-digester commons-digestercommons-digester 1.81.8
commons-HTTPclientcommons-httpclient commons-HTTPclientcommons-httpclient 3.13.1
commons-iocommons-io commons-iocommons-io 2.42.4
commons-langcommons-lang commons-langcommons-lang 2.62.6
commons-記錄commons-logging commons-記錄commons-logging 1.1.31.1.3
commons-netcommons-net commons-netcommons-net 3.13.1
commons 集區commons-pool commons 集區commons-pool 1.5.41.5.4
資訊. ganglia. gmetric4jinfo.ganglia.gmetric4j gmetric4jgmetric4j 1.0.71.0.7
airliftio.airlift aircompressoraircompressor 0.100.10
dropwizard。計量io.dropwizard.metrics 計量-核心metrics-core 3.1.5
dropwizard。計量io.dropwizard.metrics 計量-gangliametrics-ganglia 3.1.5
dropwizard。計量io.dropwizard.metrics 計量-graphitemetrics-graphite 3.1.5
dropwizard。計量io.dropwizard.metrics 計量-healthchecksmetrics-healthchecks 3.1.5
dropwizard。計量io.dropwizard.metrics 計量-jetty9metrics-jetty9 3.1.5
dropwizard。計量io.dropwizard.metrics 計量-jsonmetrics-json 3.1.5
dropwizard。計量io.dropwizard.metrics 計量-jvmmetrics-jvm 3.1.5
dropwizard。計量io.dropwizard.metrics 計量-log4jmetrics-log4j 3.1.5
dropwizard。計量io.dropwizard.metrics 計量-servletmetrics-servlets 3.1.5
nettyio.netty nettynetty 3.9.9。最終3.9.9.Final
nettyio.netty netty-全部netty-all 4.1.17。最終4.1.17.Final
prometheusio.prometheus simpleclientsimpleclient 0.0.160.0.16
prometheusio.prometheus simpleclient_commonsimpleclient_common 0.0.160.0.16
prometheusio.prometheus simpleclient_dropwizardsimpleclient_dropwizard 0.0.160.0.16
prometheusio.prometheus simpleclient_servletsimpleclient_servlet 0.0.160.0.16
prometheus。io.prometheus.jmx 收集器collector 0.70.7
javax.xml.transform.dom.domresult。啟用javax.activation activationactivation 1.1.11.1.1
javax.xml.transform.dom.domresult。注釋javax.annotation javax.xml.transform.dom.domresult. 注釋-apijavax.annotation-api 1.21.2
javax.xml.transform.dom.domresultjavax.el javax.xml.transform.dom.domresult-apijavax.el-api 2.2.42.2.4
javax.xml.transform.dom.domresult. jdojavax.jdo jdo-apijdo-api 3.0.13.0.1
javax.xml.transform.dom.domresult servletjavax.servlet javax.xml.transform.dom.domresult-apijavax.servlet-api 3.1.03.1.0
javax.servlet.jspjavax.servlet.jsp jsp-apijsp-api 2.12.1
javax.xml.transform.dom.domresult 交易javax.transaction jtajta 1.11.1
javax.xml.transform.dom.domresult。驗證javax.validation 驗證-apivalidation-api 1.1.0。最終1.1.0.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 資料流程javax.xml.stream stax-apistax-api 1.0-21.0-2
javolutionjavolution javolutionjavolution 5.5.15.5.1
jlinejline jlinejline 2.112.11
joda-time 時間joda-time joda-time 時間joda-time 2.9.32.9.3
Log4jlog4j apache-log4j-額外專案apache-log4j-extras 1.2.171.2.17
Log4jlog4j Log4jlog4j 1.2.171.2.17
hydromaticnet.hydromatic eigenbase-propertieseigenbase-properties 1.1.51.1.5
razorvinenet.razorvine pyrolitepyrolite 4.134.13
jpamnet.sf.jpam jpamjpam 1.11.1
opencsvnet.sf.opencsv opencsvopencsv 2.32.3
supercsvnet.sf.supercsv super-csvsuper-csv 2.2.02.2.0
net.tcpnet.snowflake 雪花式-jdbcsnowflake-jdbc 3.6.33.6.3
net.tcpnet.snowflake spark-snowflake_2 11spark-snowflake_2.11 2.4.12.4.1
sourceforge. f2jnet.sourceforge.f2j arpack_combined_allarpack_combined_all 0.10.1
acpltorg.acplt oncrpconcrpc 1.0.71.0.7
antlrorg.antlr ST4ST4 4.0.44.0.4
antlrorg.antlr antlr-執行時間antlr-runtime 3.43.4
antlrorg.antlr antlr4-執行時間antlr4-runtime 4.74.7
antlrorg.antlr stringtemplatestringtemplate 3.2.13.2.1
apache. antorg.apache.ant antant 1.9.21.9.2
apache. antorg.apache.ant ant-jschant-jsch 1.9.21.9.2
apache. antorg.apache.ant ant-launcherant-launcher 1.9.21.9.2
org. 箭號org.apache.arrow 箭號-格式arrow-format 0.10.00.10.0
org. 箭號org.apache.arrow 箭號-記憶體arrow-memory 0.10.00.10.0
org. 箭號org.apache.arrow 箭號-向量arrow-vector 0.10.00.10.0
apache. avroorg.apache.avro avroavro 1.8.21.8.2
apache. avroorg.apache.avro avro-ipcavro-ipc 1.8.21.8.2
apache. avroorg.apache.avro avro-mapred-hadoop2avro-mapred-hadoop2 1.8.21.8.2
calciteorg.apache.calcite calcite-avaticacalcite-avatica 1.2.0-發展1.2.0-incubating
calciteorg.apache.calcite calcite-核心calcite-core 1.2.0-發展1.2.0-incubating
calciteorg.apache.calcite calcite-linq4jcalcite-linq4j 1.2.0-發展1.2.0-incubating
commonsorg.apache.commons commons-壓縮commons-compress 1.8.11.8.1
commonsorg.apache.commons commons-加密commons-crypto 1.0.01.0.0
commonsorg.apache.commons commons-lang3commons-lang3 3.53.5
commonsorg.apache.commons commons-math3commons-math3 3.4.13.4.1
編者org.apache.curator 編者-用戶端curator-client 2.7.12.7.1
編者org.apache.curator 編者-架構curator-framework 2.7.12.7.1
編者org.apache.curator 編者-食譜curator-recipes 2.7.12.7.1
derbyorg.apache.derby Derbyderby 10.12.1.110.12.1.1
org. apiorg.apache.directory.api api-asn1-apiapi-asn1-api 1.0.0-M201.0.0-M20
org. apiorg.apache.directory.api api-utilapi-util 1.0.0-M201.0.0-M20
目錄. 伺服器org.apache.directory.server apacheds-國際化apacheds-i18n 2.0.0-M152.0.0-M15
目錄. 伺服器org.apache.directory.server apacheds-kerberos-編解碼器apacheds-kerberos-codec 2.0.0-M152.0.0-M15
apache. hadooporg.apache.hadoop hadoop-批註hadoop-annotations 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-驗證hadoop-auth 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-用戶端hadoop-client 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-通用hadoop-common 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-hdfshadoop-hdfs 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-mapreduce-用戶端應用程式hadoop-mapreduce-client-app 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-mapreduce-用戶端-通用hadoop-mapreduce-client-common 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-mapreduce-用戶端-核心hadoop-mapreduce-client-core 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-mapreduce-用戶端-jobclient.closehadoop-mapreduce-client-jobclient 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-mapreduce-用戶端隨機hadoop-mapreduce-client-shuffle 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-yarn-apihadoop-yarn-api 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-yarn-用戶端hadoop-yarn-client 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-yarn-通用hadoop-yarn-common 2.7.32.7.3
apache. hadooporg.apache.hadoop hadoop-yarn-伺服器-通用hadoop-yarn-server-common 2.7.32.7.3
htraceorg.apache.htrace htrace-核心htrace-core 3.1.0-發展3.1.0-incubating
org.apache.HTTPcomponentsorg.apache.httpcomponents HTTPclienthttpclient 4.5.44.5.4
org.apache.HTTPcomponentsorg.apache.httpcomponents HTTPcorehttpcore 4.4.84.4.8
ivyorg.apache.ivy ivyivy 2.4.02.4.0
orcorg.apache.orc orc-核心-nohiveorc-core-nohive 1.5.21.5.2
orcorg.apache.orc orc-mapreduce-nohiveorc-mapreduce-nohive 1.5.21.5.2
orcorg.apache.orc orc-填充碼orc-shims 1.5.21.5.2
parquetorg.apache.parquet parquet-資料行parquet-column 1.10.1-databricks21.10.1-databricks2
parquetorg.apache.parquet parquet-通用parquet-common 1.10.1-databricks21.10.1-databricks2
parquetorg.apache.parquet parquet-編碼parquet-encoding 1.10.1-databricks21.10.1-databricks2
parquetorg.apache.parquet parquet-formatparquet-format 2.4.02.4.0
parquetorg.apache.parquet parquet-hadoopparquet-hadoop 1.10.1-databricks21.10.1-databricks2
parquetorg.apache.parquet parquet-jacksonparquet-jackson 1.10.1-databricks21.10.1-databricks2
thriftorg.apache.thrift libfb303libfb303 0.9.30.9.3
thriftorg.apache.thrift libthriftlibthrift 0.9.30.9.3
xbeanorg.apache.xbean xbean-asm6-陰影xbean-asm6-shaded 4.84.8
zookeeperorg.apache.zookeeper zookeeperzookeeper 3.4.63.4.6
codehaus. jacksonorg.codehaus.jackson jackson-核心-asljackson-core-asl 1.9.131.9.13
codehaus. jacksonorg.codehaus.jackson jackson-jaxrsjackson-jaxrs 1.9.131.9.13
codehaus. jacksonorg.codehaus.jackson jackson-對應程式-asljackson-mapper-asl 1.9.131.9.13
codehaus. jacksonorg.codehaus.jackson jackson-xcjackson-xc 1.9.131.9.13
codehaus. janinoorg.codehaus.janino commons-compilercommons-compiler 3.0.93.0.9
codehaus. janinoorg.codehaus.janino janinojanino 3.0.93.0.9
datanucleusorg.datanucleus datanucleus-api-jdodatanucleus-api-jdo 3.2.63.2.6
datanucleusorg.datanucleus datanucleus-核心datanucleus-core 3.2.103.2.10
datanucleusorg.datanucleus datanucleus-rdbmsdatanucleus-rdbms 3.2.93.2.9
jettyorg.eclipse.jetty jetty-用戶端jetty-client 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-接續jetty-continuation 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-HTTPjetty-http 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-iojetty-io 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-jndijetty-jndi 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-加號jetty-plus 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-proxyjetty-proxy 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-安全性jetty-security 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-伺服器jetty-server 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-servletjetty-servlet 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-servletjetty-servlets 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-utiljetty-util 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-webappjetty-webapp 9.3.20.v201705319.3.20.v20170531
jettyorg.eclipse.jetty jetty-xmljetty-xml 9.3.20.v201705319.3.20.v20170531
fusesource. leveldbjniorg.fusesource.leveldbjni leveldbjni-allleveldbjni-all 1.81.8
glassfish. hk2org.glassfish.hk2 hk2-apihk2-api 2.4.0-b342.4.0-b34
glassfish. hk2org.glassfish.hk2 hk2-定位器hk2-locator 2.4.0-b342.4.0-b34
glassfish. hk2org.glassfish.hk2 hk2-公用程式hk2-utils 2.4.0-b342.4.0-b34
glassfish. hk2org.glassfish.hk2 osgi-資源-定位器osgi-resource-locator 1.0.11.0.1
glassfish. hk2. externalorg.glassfish.hk2.external aopalliance-重新封裝aopalliance-repackaged 2.4.0-b342.4.0-b34
glassfish. hk2. externalorg.glassfish.hk2.external javax.injectjavax.inject 2.4.0-b342.4.0-b34
glassfish. jersey。org.glassfish.jersey.bundles.repackaged jersey-guavajersey-guava 2.22.22.22.2
glassfish. jersey 容器org.glassfish.jersey.containers jersey-容器-servletjersey-container-servlet 2.22.22.22.2
glassfish. jersey 容器org.glassfish.jersey.containers jersey 容器-servlet-核心jersey-container-servlet-core 2.22.22.22.2
glassfish. jersey coreorg.glassfish.jersey.core jersey-clientjersey-client 2.22.22.22.2
glassfish. jersey coreorg.glassfish.jersey.core jersey-通用jersey-common 2.22.22.22.2
glassfish. jersey coreorg.glassfish.jersey.core jersey-伺服器jersey-server 2.22.22.22.2
glassfish. jersey. mediaorg.glassfish.jersey.media jersey-media-jaxbjersey-media-jaxb 2.22.22.22.2
組織休眠org.hibernate 休眠-驗證程式hibernate-validator 5.1.1. 最終5.1.1.Final
iq80. snappyorg.iq80.snappy snappysnappy 0.20.2
>javassistorg.javassist >javassistjavassist 3.18.1-GA3.18.1-GA
jboss 記錄org.jboss.logging jboss-記錄jboss-logging 3.1.3.GA3.1.3.GA
jdbiorg.jdbi jdbijdbi 2.63.12.63.1
joda-timeorg.joda joda-time-轉換joda-convert 1.71.7
joddorg.jodd jodd-核心jodd-core 3.5.23.5.2
org.json4sorg.json4s json4s-ast_2 11json4s-ast_2.11 3.5.33.5.3
org.json4sorg.json4s json4s-core_2 11json4s-core_2.11 3.5.33.5.3
org.json4sorg.json4s json4s-jackson_2 11json4s-jackson_2.11 3.5.33.5.3
org.json4sorg.json4s json4s-scalap_2 11json4s-scalap_2.11 3.5.33.5.3
lz4org.lz4 lz4-javalz4-java 1.4.01.4.0
適用于 mariadb jdbcorg.mariadb.jdbc 適用于 mariadb-java-用戶端mariadb-java-client 2.1.22.1.2
mockitoorg.mockito mockito-全部mockito-all 1.9.51.9.5
objenesisorg.objenesis objenesisobjenesis 2.5.12.5.1
于 postgresqlorg.postgresql postgresqlpostgresql 42.1.442.1.4
roaringbitmaporg.roaringbitmap RoaringBitmapRoaringBitmap 0.5.110.5.11
rocksdborg.rocksdb rocksdbjnirocksdbjni 5.2.15.2.1
rosuda. REngineorg.rosuda.REngine REngineREngine 2.1.02.1.0
scala-langorg.scala-lang scala-compiler_2 11scala-compiler_2.11 2.11.82.11.8
scala-langorg.scala-lang scala-library_2 11scala-library_2.11 2.11.82.11.8
scala-langorg.scala-lang scala-reflect_2 11scala-reflect_2.11 2.11.82.11.8
scala-lang. 模組org.scala-lang.modules scala-剖析器-combinators_2 11scala-parser-combinators_2.11 1.0.21.0.2
scala-lang. 模組org.scala-lang.modules scala-xml_2 11scala-xml_2.11 1.0.51.0.5
scala-sbtorg.scala-sbt 測試-介面test-interface 1.01.0
scalacheckorg.scalacheck scalacheck_2 11scalacheck_2.11 1.12.51.12.5
scalacticorg.scalactic scalactic_2 11scalactic_2.11 3.0.33.0.3
scalanlporg.scalanlp 輕鬆-macros_2 11breeze-macros_2.11 0.13.20.13.2
scalanlporg.scalanlp breeze_2 11breeze_2.11 0.13.20.13.2
scalatestorg.scalatest scalatest_2 11scalatest_2.11 3.0.33.0.3
slf4jorg.slf4j jcl-slf4jjcl-over-slf4j 1.7.161.7.16
slf4jorg.slf4j jul-to-slf4jjul-to-slf4j 1.7.161.7.16
slf4jorg.slf4j slf4j-apislf4j-api 1.7.161.7.16
slf4jorg.slf4j slf4j-log4j12slf4j-log4j12 1.7.161.7.16
org-專案 hiveorg.spark-project.hive hive-beelinehive-beeline 1.2.1. spark21.2.1.spark2
org-專案 hiveorg.spark-project.hive hive-clihive-cli 1.2.1. spark21.2.1.spark2
org-專案 hiveorg.spark-project.hive hive-exechive-exec 1.2.1. spark21.2.1.spark2
org-專案 hiveorg.spark-project.hive hive-jdbchive-jdbc 1.2.1. spark21.2.1.spark2
org-專案 hiveorg.spark-project.hive hive-中繼存放區hive-metastore 1.2.1. spark21.2.1.spark2
的 spark-專案。 sparkorg.spark-project.spark unusedunused 1.0.01.0.0
spire-數學org.spire-math spire-macros_2 11spire-macros_2.11 0.13.00.13.0
spire-數學org.spire-math spire_2 11spire_2.11 0.13.00.13.0
springframeworkorg.springframework 春季-核心spring-core 4.1.4 版4.1.4.RELEASE
springframeworkorg.springframework 彈簧測試spring-test 4.1.4 版4.1.4.RELEASE
tukaaniorg.tukaani xzxz 1.51.5
typelevelorg.typelevel machinist_2 11machinist_2.11 0.6.10.6.1
typelevelorg.typelevel 宏 compat_2 11macro-compat_2.11 1.1.11.1.1
xerialorg.xerial sqlite-jdbcsqlite-jdbc 3.8.11.23.8.11.2
xerial. snappyorg.xerial.snappy snappy-javasnappy-java 1.1.7.11.1.7.1
yamlorg.yaml snakeyamlsnakeyaml 1.161.16
orooro orooro 2.0.82.0.8
software. 離子software.amazon.ion 離子-javaion-java 1.0.21.0.2
Staxstax stax-apistax-api 1.0.11.0.1
xmlencxmlenc xmlencxmlenc 0.520.52