Databricks Runtime 5.1 (不支援的) Databricks Runtime 5.1 (Unsupported)

Databricks 已在2018年12月發行此映射。Databricks released this image in December 2018.

下列版本資訊提供 Apache Spark 所支援之 Databricks Runtime 5.1 的相關資訊。The following release notes provide information about Databricks Runtime 5.1, powered by Apache Spark.

新功能New features

  • Delta LakeDelta Lake

    • 支援 合併 INTO 中的擴充語法Support for extended syntax in MERGE INTO.

      • 支援多重 MATCHED 子句、和子句中的其他條件 MATCHED NOT MATCHEDDELETE 動作。Support for multiple MATCHED clauses, additional conditions in MATCHED and NOT MATCHED clauses, DELETE action. 這適用于將變更的資料寫入 (從資料庫到差異資料表的插入、更新和刪除) 。This is useful for writing changed data (inserts, updates, and deletes) from a database to a Delta table.
      • 支援 * in UPDATEINSERT 動作來自動填入資料行名稱 (類似于) 的 * SELECTSupport for * in UPDATE and INSERT actions to automatically fill in column names (similar to * in SELECT). 這可讓您更輕鬆地 MERGE 針對具有極大量資料行的資料表撰寫查詢。This makes it easier to write MERGE queries for tables with a very large number of columns.

      如需範例,請參閱 MERGE INTOFor examples, see MERGE INTO.

    • 支援差異資料表的可調式隔離等級。Support for tunable isolation levels for Delta tables.

      • 差異資料表可設定為具有下列兩個隔離等級的其中一個: Serializable 和 WriteSerializable (預設) 。Delta tables can be configured to have one of these two isolation levels: Serializable and WriteSerializable (default).
      • 預設隔離等級會從 Serializable 放寬為 WriteSerializable,以允許更高的可用性。The default isolation level is relaxed from Serializable to WriteSerializable to allow for greater availability. 具體來說, UPDATEDELETEMERGE 都可以與附加 (並存執行,例如,從串流查詢) 。Specifically, UPDATE, DELETE, and MERGE are allowed to run concurrently with appends (for example, from a streaming query). 請參閱 隔離等級 以瞭解此放寬的含意,以及必要時強制執行先前行為的步驟。See Isolation levels to understand the implications of this relaxation and the steps to enforce previous behavior if needed.
    • 命令的個人預覽版 CONVERT TO DELTA ,可讓您就地將 Parquet 資料表轉換為 Delta 資料表,而不需要複製任何檔案。Private Preview of CONVERT TO DELTA command, which allows you to convert a Parquet table to a Delta table in-place, without copying any files. 如果您想要試用,請聯絡 Azure Databricks 支援服務。Contact Azure Databricks support if you are interested in trying it out.

  • 適用于 Python 的筆記本範圍程式庫。Notebook-scoped libraries for Python. 您現在可以使用 Databricks 公用程式程式庫 API,將 Python 程式庫(包括雞蛋、輪子和 PyPI)安裝到 Python 筆記本中。You can now install Python libraries, including Eggs, Wheels, and PyPI, into Python notebooks using the Databricks Utilities library API. 透過此 API 安裝的程式庫只能在安裝程式庫的筆記本中使用。Libraries installed through this API are available only in the notebook in which the libraries are installed. 請參閱程式庫公用程式See Library utilities.

    重要

    這項功能處於公開預覽狀態This feature is in Public Preview.

    預設會在執行 Databricks Runtime 5.1 的叢集上啟用程式庫公用程式。Library utilities enabled by default on clusters running Databricks Runtime 5.1. 因此,根據預設,每個筆記本的 Python 複製程式都會使用附加筆記本時所建立的個別 Python 可執行檔來隔離,並繼承叢集上的預設 Python 環境。Therefore, by default the Python REPL process for each notebook is isolated by using a separate Python executable created when the notebook is attached and inherits the default Python environment on the cluster. 仍可使用透過 init 腳本安裝到 Azure Databricks Python 環境中的程式庫。Libraries installed through init scripts into an Azure Databricks Python environment are still available. 您可以藉由將設定為來停用這項功能 spark.databricks.libraryIsolation.enabled falseThis feature can be disabled by setting spark.databricks.libraryIsolation.enabled to false.

  • display 函數現在支援 Pandas 資料框架。The display function now supports pandas DataFrames. 請參閱 顯示函數See display function.

改善Improvements

  • Delta LakeDelta Lake
    • 使用大量小型檔案改善的擴充性 OPTIMIZEImproved scalability of OPTIMIZE with a large number of small files.
    • 您現在可以 SET 在中使用嵌套的資料行 UPDATEYou can now SET a nested column in UPDATE.
  • SQL 效能SQL Performance
    • LIMIT只提取第一個分割區來優化 nOptimize LIMIT by fetching only the first n partitions.
    • 優化範圍聯結。Optimize range joins. 我們新增了優化器規則,以更有效率的方式來重寫要執行的 範圍聯結We have added optimizer rules that rewrite a range join to be executed in a more efficient way. 如此一來,就能以量級的順序來加速這類查詢。This can speed up this type of query by an order of magnitude. 若要啟用優化,請將提示加入至查詢。To enable the optimization, you add a hint to the query. 目前的重寫支援下列範圍聯結查詢圖形:The current rewrite supports the following range join query shapes:
      • 時間點間隔: a.begin < b.point AND b.point < a.endPoint in interval: a.begin < b.point AND b.point < a.end
      • 間隔重迭: a.begin < b.end AND b.begin < a.endInterval overlap: a.begin < b.end AND b.begin < a.end
  • 已升級 Azure Data Lake Storage Gen2的連接器,包括重大 bug 修正。Upgraded the connector for Azure Data Lake Storage Gen2, which includes critical bug fixes. 建議 Azure Data Lake Storage Gen2 的所有使用者升級至 Databricks Runtime 5.1。We recommend that all users of Azure Data Lake Storage Gen2 upgrade to Databricks Runtime 5.1.
  • 已將 JAVA 從 1.8.0 _162 升級為 1.8.0 _181。Upgraded Java from 1.8.0_162 to 1.8.0_181.
  • 將 Spark 升級為2.4.10 的雪花式連接器。Upgraded Snowflake Connector for Spark to 2.4.10.
  • 已升級部分安裝的 Python 程式庫:Upgraded some installed Python libraries:
    • pip:18.0 至18。1pip: 18.0 to 18.1
    • setuptools:40.4.1 至40.6。2setuptools: 40.4.1 to 40.6.2
    • virtualenv:15.0.1 版至16.1。0virtualenv: 15.0.1 to 16.1.0
    • 輪子:0.31.1 至0.32。3wheel: 0.31.1 to 0.32.3
  • 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.

錯誤修正Bug fixes

  • 修正了 Azure Data Lake Storage Gen2 支援的 bug,但無法列出包含5000以上檔案的目錄。Fixed bug in Azure Data Lake Storage Gen2 support that failed to list directories with more than 5000 files.
  • TRANSFORM 應正確處理不同的輸入資料類型。TRANSFORM should handle different input data types correctly.
  • 清除執行程式之後過期的外部隨機檔案,以避免長時間執行的叢集用盡磁片。Clean up expired external shuffle files after executors die to prevent long-running clusters from running out of disk.

Apache SparkApache Spark

Databricks Runtime 5.1 包括 Apache Spark 2.4.0。Databricks Runtime 5.1 includes Apache Spark 2.4.0. 此版本包含 Databricks Runtime 5.0 (不支援的) 所包含的所有修正和增強功能,以及下列針對 Spark 所做的額外 bug 修正和改善:This release includes all fixes and improvements included in Databricks Runtime 5.0 (Unsupported), as well as the following additional bug fixes and improvements made to Spark:

  • [SPARK-26147][SQL] 只從聯結條件提取由於 python udf[SPARK-26147][SQL] only pull out unevaluable python udf from join condition
  • [SPARK-26129][SQL] 檢測每個查詢計劃時間[SPARK-26129][SQL] Instrumentation for per-query planning time
  • [SPARK-25921][PYSPARK] 修正屏障工作在沒有 BarrierTaskCoNtext 的情況下執行,而 python 工作者重複使用[SPARK-25921][PYSPARK] Fix barrier task run without BarrierTaskContext while python worker reuse
  • [SPARK-23207][SQL] 使用 SQLConf enableRadixSort ,而不是 SparkEnv。取得 (SQLConf.RADIX_SORT_ENABLED)[SPARK-23207][SQL] Use SQLConf.get.enableRadixSort instead of SparkEnv.get.conf.get(SQLConf.RADIX_SORT_ENABLED)
  • [SPARK-26057][SQL] 轉換也會在重復資料刪除參考時分析計畫[SPARK-26057][SQL] Transform also analyzed plans when dedup references
  • [SPARK-25974][SQL] 優化會根據指定的順序產生可排序的位元組程式碼[SPARK-25974][SQL] Optimizes Generates bytecode for ordering based on the given order
  • [SPARK-25901][CORE] 在 BarrierTaskCoNtext compani 中只使用一個執行緒 .。。[SPARK-25901][CORE] Use only one thread in BarrierTaskContext compani…
  • [SPARK-25381][SQL] 分層取樣(依資料行引數)[SPARK-25381][SQL] Stratified sampling by Column argument
  • [SPARK-25514][SQL] to_json 產生相當的 JSON[SPARK-25514][SQL] Generating pretty JSON by to_json
  • [SPARK-22827][SQL] 也會在 HashAggregateExec 中擲回 SparkOutOfMemoryError[SPARK-22827][SQL] Throw SparkOutOfMemoryError in HashAggregateExec, too.
  • [SPARK-25979][SQL] 視窗函式:允許視窗參考周圍的括弧[SPARK-25979][SQL] Window function: allow parentheses around window reference
  • [SPARK-25988][SQL] 刪除重復資料分析器中的資料行名稱時,將名稱保持不變[SPARK-25988][SQL] Keep names unchanged when deduplicating the column names in Analyzer
  • [SPARK-25904][CORE] 配置小於 Int 的陣列[SPARK-25904][CORE] Allocate arrays smaller than Int.MaxValue
  • [SPARK-24901][SQL] 合併 RegularHashMap 和 fastHashMap 的 codegen,以在 VectorizedHashMap 為 false 時減少編譯器 maxCodesize。[SPARK-24901][SQL] Merge the codegen of RegularHashMap and fastHashMap to reduce compiler maxCodesize when VectorizedHashMap is false.
  • [SPARK-25850][SQL] 為程式碼產生的函式設定分割閾值(可設定)[SPARK-25850][SQL] Make the split threshold for the code generated function configurable
  • [SPARK-25866][ML] 更新 KMeans formatVersion[SPARK-25866][ML] Update KMeans formatVersion
  • [Spark-22148][SPARK-15815][排程器] 取得新的執行程式,以避免因為封鎖而停止回應[SPARK-22148][SPARK-15815][SCHEDULER] Acquire new executors to avoid hang because of blocklisting
  • [SPARK-25827][CORE] 避免將傳入的加密區塊轉換為位元組緩衝區[SPARK-25827][CORE] Avoid converting incoming encrypted blocks to byte buffers
  • [SPARK-25918][SQL] 載入資料本機 INPATH 應該處理相對路徑[SPARK-25918][SQL] LOAD DATA LOCAL INPATH should handle a relative path
  • [SPARK-25837][CORE] 修正清除階段時 AppStatusListener 中的可能緩慢[SPARK-25837][CORE] Fix potential slowdown in AppStatusListener when cleaning up stages
  • [SPARK-25773][CORE] 當作業完成時,會在結果階段取消廢止工作 (5.x) [SPARK-25773][CORE] Cancel zombie tasks in a result stage when the job finishes (5.x)
  • [SPARK-25767][SQL] 修正程式碼產生中延遲評估的運算式資料流程[SPARK-25767][SQL] Fix lazily evaluated stream of expressions in code generation
  • [SPARK-25819][SQL] 支援函數的剖析模式選項 from_avro[SPARK-25819][SQL] Support parse mode option for the function from_avro
  • [SPARK-25044] 變更 ScalaUDF 的函式簽章[SPARK-25044] Change ScalaUDF constructor signature
  • [SPARK-25699][SQL] 部分推入 ORC 中的組成前提[SPARK-25699][SQL] Partially push down conjunctive predicated in ORC
  • [SPARK-25559][SQL] 移除 Parquet 中不支援的述詞 .。。[SPARK-25559][SQL] Remove the unsupported predicates in Parquet when …
  • [Spark-25540][spark-25525][SQL] [PYSPARK] 請勿更新 SparkSession. getorcreate 設定中現有 SparkCoNtext 的會議。[SPARK-25540][SPARK-25525][SQL][PYSPARK] Do not update conf for existing SparkContext in SparkSession.getOrCreate.
  • [SPARK-25595] 如果已啟用旗標 IGNORE_CORRUPT_FILES,請略過損毀的 Avro 檔案[SPARK-25595] Ignore corrupt Avro files if flag IGNORE_CORRUPT_FILES enabled
  • [SPARK-25458][SQL] 支援分析資料表中的所有資料行[SPARK-25458][SQL] Support FOR ALL COLUMNS in ANALYZE TABLE
  • [SPARK-25449][CORE] 心跳不應包含零計量的累加器[SPARK-25449][CORE] Heartbeat shouldn’t include accumulators for zero metrics
  • [SPARK-25399][SS] 連續處理狀態不應影響 microbatch 執行作業[SPARK-25399][SS] Continuous processing state should not affect microbatch execution jobs
  • [SPARK-26092][SS] 使用 CheckpointFileManager 寫入串流中繼資料檔案[SPARK-26092][SS] Use CheckpointFileManager to write the streaming metadata file

維護更新Maintenance updates

請參閱 Databricks Runtime 5.1 維護更新See Databricks Runtime 5.1 maintenance updates.

系統環境System environment

  • 作業系統: UBUNTU 16.04.5 LTSOperating System: Ubuntu 16.04.5 LTS
  • JAVA: 1.8.0 _181Java: 1.8.0_181
  • Scala:2.11。8Scala: 2.11.8
  • Python: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 5.1 並不支援。Although Scala 2.12 is supported in Apache Spark 2.4, it is not supported in Databricks Runtime 5.1.

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 18.118.1 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 40.6.240.6.2 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 16.1.016.1.0 wcwidthwcwidth 0.1.70.1.7 wheelwheel 0.32.30.32.3
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 3.0-23.0-2
caretcaret 6.0-806.0-80 cellrangercellranger 1.1.01.1.0 chronchron 2.3-532.3-53
classclass 7.3-147.3-14 clicli 1.0.11.0.1 cliprclipr 0.4.10.4.1
clisymbolsclisymbols 1.2.01.2.0 叢集cluster 2.0.7-12.0.7-1 codetoolscodetools 0.2-150.2-15
colorspacecolorspace 1.3-21.3-2 commonmarkcommonmark 1.61.6 compilercompiler 3.4.43.4.4
crayoncrayon 1.3.41.3.4 curlcurl 3.23.2 CVSTCVST 0.2-20.2-2
data.tabledata.table 1.11.81.11.8 datasetsdatasets 3.4.43.4.4 DBIDBI 1.0.01.0.0
ddalphaddalpha 1.3.41.3.4 DEoptimRDEoptimR 1.0-81.0-8 descdesc 1.2.01.2.0
devtoolsdevtools 2.0.12.0.1 digestdigest 0.6.180.6.18 dimReddimRed 0.1.00.1.0
doMCdoMC 1.3.51.3.5 dplyrdplyr 0.7.70.7.7 DRRDRR 0.0.30.0.3
fansifansi 0.4.00.4.0 forcatsforcats 0.3.00.3.0 foreachforeach 1.4.41.4.4
foreignforeign 0.8-700.8-70 司 司長fs 1.2.61.2.6 gbmgbm 2.1.42.1.4
幾何geometry 0.3-60.3-6 ggplot2ggplot2 3.1.03.1.0 Ghgh 1.0.11.0.1
git2rgit2r 0.23.00.23.0 glmnetglmnet 2.0-162.0-16 glueglue 1.3.01.3.0
gowergower 0.1.20.1.2 graphicsgraphics 3.4.43.4.4 grDevicesgrDevices 3.4.43.4.4
gridgrid 3.4.43.4.4 gridExtragridExtra 2.32.3 gsubfngsubfn 0.70.7
gtablegtable 0.2.00.2.0 H2oh2o 3.20.0.83.20.0.8 havenhaven 1.1.21.1.2
hmshms 0.4.20.4.2 httrhttr 1.3.11.3.1 hwriterhwriter 1.3.21.3.2
hwriterPlushwriterPlus 1.0-31.0-3 Iniini 0.3.10.3.1 ipredipred 0.9-80.9-8
iteratorsiterators 1.0.101.0.10 jsonlitejsonlite 1.51.5 kernlabkernlab 0.9-270.9-27
KernSmoothKernSmooth 2.23-152.23-15 labelinglabeling 0.30.3 latticelattice 0.20-380.20-38
lavalava 1.6.31.6.3 lazyevallazyeval 0.2.10.2.1 littlerlittler 0.3.50.3.5
lme4lme4 1.1-18-11.1-18-1 lubridatelubridate "1.7.4 magicmagic 1.5-91.5-9
magrittrmagrittr 1.51.5 mapprojmapproj 1.2.61.2.6 mapsmaps 3.3.03.3.0
maptoolsmaptools 0.9-40.9-4 MASSMASS 7.3-507.3-50 MatrixMatrix 1.2-141.2-14
MatrixModelsMatrixModels 0.4-10.4-1 memoisememoise 1.1.01.1.0 methodsmethods 3.4.43.4.4
mgcvmgcv 1.8-251.8-25 mimemime 0.60.6 minqaminqa 1.2.41.2.4
ModelMetricsModelMetrics 1.2.21.2.2 munsellmunsell 0.5.00.5.0 mvtnormmvtnorm 1.0-81.0-8
nlmenlme 3.1-1373.1-137 nloptrnloptr 1.2.11.2.1 nnetnnet 7.3-127.3-12
numDerivnumDeriv 2016.8-12016.8-1 opensslopenssl 1.0.21.0.2 openxlsxopenxlsx 4.1.04.1.0
parallelparallel 3.4.43.4.4 pbkrtestpbkrtest 0.4-70.4-7 pillarpillar 1.3.01.3.0
pkgbuildpkgbuild 1.0.21.0.2 pkgconfigpkgconfig 2.0.22.0.2 pkgKittenpkgKitten 0.1.40.1.4
pkgloadpkgload 1.0.21.0.2 plogrplogr 0.2.00.2.0 plspls 2.7-02.7-0
plyrplyr 1.8.41.8.4 praisepraise 1.0.01.0.0 prettyunitsprettyunits 1.0.21.0.2
pROCpROC 1.13.01.13.0 processxprocessx 3.2.03.2.0 prodlimprodlim 2018.04.182018.04.18
protoproto 1.0.01.0.0 psps 1.2.01.2.0 purrrpurrr 0.2.50.2.5
quantregquantreg 5.365.36 R.methodsS3R.methodsS3 1.7.11.7.1 R.ooR.oo 1.22.01.22.0
R.utilsR.utils 2.7.02.7.0 R6R6 2.3.02.3.0 randomForestrandomForest 4.6-144.6-14
rcmdcheckrcmdcheck 1.3.11.3.1 RColorBrewerRColorBrewer 1.1-21.1-2 RcppRcpp 0.12.190.12.19
RcppEigenRcppEigen 0.3.3.4.00.3.3.4.0 RcppRollRcppRoll 0.3.00.3.0 RCurlRCurl 1.95-4.111.95-4.11
readrreadr 1.1.11.1.1 readxlreadxl 1.1.01.1.0 recipesrecipes 0.1.30.1.3
rematchrematch 1.0.11.0.1 遙控器remotes 2.0.22.0.2 reshape2reshape2 1.4.31.4.3
力拓rio 0.5.10 版0.5.10 rlangrlang 0.3.0.10.3.0.1 robustbaserobustbase 0.93-30.93-3
RODBCRODBC 1.3-151.3-15 roxygen2roxygen2 6.1.06.1.0 rpartrpart 4.1-134.1-13
rprojrootrprojroot 1.3-21.3-2 RserveRserve 1.7-31.7-3 RSQLiteRSQLite 2.1.12.1.1
rstudioapirstudioapi 0.80.8 scalesscales 1.0.01.0.0 sessioninfosessioninfo 1.1.11.1.1
sfsmiscsfsmisc 1.1-21.1-2 spsp 1.3-11.3-1 SparkRSparkR 2.4.02.4.0
SparseMSparseM 1.771.77 spatialspatial 7.3-117.3-11 splinessplines 3.4.43.4.4
sqldfsqldf 0.4-110.4-11 SQUAREMSQUAREM 2017.10-12017.10-1 statmodstatmod 1.4.301.4.30
statsstats 3.4.43.4.4 stats4stats4 3.4.43.4.4 stringistringi 1.2.41.2.4
stringrstringr 1.3.11.3.1 survivalsurvival 2.43-12.43-1 tcltktcltk 3.4.43.4.4
TeachingDemosTeachingDemos 2.102.10 testthattestthat 2.0.12.0.1 tibbletibble 1.4.21.4.2
tidyrtidyr 0.8.20.8.2 tidyselecttidyselect 0.2.50.2.5 timeDatetimeDate 3043.1023043.102
toolstools 3.4.43.4.4 usethisusethis 1.4.01.4.0 utf8utf8 1.1.41.1.4
utilsutils 3.4.43.4.4 viridisLiteviridisLite 0.3.00.3.0 whiskerwhisker 0.3-20.3-2
withrwithr 2.1.22.1.2 xml2xml2 1.2.01.2.0 xopenxopen 1.0.01.0.0
zipzip 1.0.01.0.0

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-db8-spark 2。40.5.0-db8-spark2.4
databrickscom.databricks dbml-local_2 11-測試dbml-local_2.11-tests 0.5.0-db8-spark 2。40.5.0-db8-spark2.4
databrickscom.databricks jets3tjets3t 0.7.1-00.7.1-0
databricks. scalapbcom.databricks.scalapb compilerplugin_2 11compilerplugin_2.11 0.4.15-90.4.15-9
databricks. scalapbcom.databricks.scalapb scalapb-runtime_2 11scalapb-runtime_2.11 0.4.15-90.4.15-9
esotericsoftwarecom.esotericsoftware kryo-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 雪花式內嵌-sdksnowflake-ingest-sdk 0.9.50.9.5
net.tcpnet.snowflake 雪花式-jdbcsnowflake-jdbc 3.6.153.6.15
net.tcpnet.snowflake spark-snowflake_2 11spark-snowflake_2.11 2.4.10-spark_2. 42.4.10-spark_2.4
sourceforge. f2jnet.sourceforge.f2j arpack_combined_allarpack_combined_all 0.10.1
acpltorg.acplt oncrpconcrpc 1.0.71.0.7
antlrorg.antlr ST4ST4 4.0.44.0.4
antlrorg.antlr antlr-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-databricks31.10.1-databricks3
parquetorg.apache.parquet parquet-通用parquet-common 1.10.1-databricks31.10.1-databricks3
parquetorg.apache.parquet parquet-編碼parquet-encoding 1.10.1-databricks31.10.1-databricks3
parquetorg.apache.parquet parquet-formatparquet-format 2.4.02.4.0
parquetorg.apache.parquet parquet-hadoopparquet-hadoop 1.10.1-databricks31.10.1-databricks3
parquetorg.apache.parquet parquet-jacksonparquet-jackson 1.10.1-databricks31.10.1-databricks3
thriftorg.apache.thrift libfb303libfb303 0.9.30.9.3
thriftorg.apache.thrift libthriftlibthrift 0.9.30.9.3
xbeanorg.apache.xbean xbean-asm6-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