Databricks運行時3.0(不支持)
Databricks在2017年7月初發布了這張圖片。
重要的
此版本已於2017年9月5日棄用。有關Databricks Runtime棄用策略和時間表的更多信息，請參見Databricks運行時支持生命周期．
以下版本說明提供了Apache Spark支持的Databricks Runtime 3.0的相關信息。
的變化和改進
性能和DBIO
Databricks Runtime 3.0在DBIO中包含了許多改進性能、數據完整性和安全性的更新:
S3更高的吞吐量:提升Spark作業的讀寫性能。
更有效的解碼:在解碼嵌套的拚花數據結構(如數組和結構)時提高CPU效率。
數據不:通過對數據文件的統計，使用戶在查詢處理時更有效地對文件進行修剪。這個特性是實驗性的，將來可能會改變api．
事務性寫入S3:對S3的事務性(原子)寫(追加和新寫)功能。投機活動可以安全地啟動。
作為DBIO的一部分，Amazon Redshift連接器增強包括:
高級下推到紅移:包含限製、樣本和聚合的查詢片段現在可以下推到Redshift中執行，以減少數據從Redshift集群到Spark的移動。
自動端到端加密與紅移:靜態和傳輸中的數據可自動加密。
db
SQL acl公共預覽Databricks很自豪地宣布為企業客戶發布SQL訪問控製。beplay体育app下载地址SQL acl允許管理員為表、視圖和函數設置細粒度的權限。這對於應該隻能訪問數據的某個子集的分析師來說非常有效。請聯係您的帳戶代表定價和如何開始使用該功能。
Serverless
改進的多租戶:當多個用戶在同一個集群上並發運行工作負載時，Databricks Runtime 3.0確保這些用戶可以公平地共享資源，因此運行短時間交互式查詢的用戶不會被運行大型ETL作業的用戶阻塞。
自動伸縮本地存儲: Databricks Runtime 3.0可自動配置本地存儲並按需擴展。用戶不再需要估計和提供EBS卷。
改進的自動伸縮的穩定性。
流媒體
大幅削減成本的能力，通過結合使用Databricks作業調度程序的一次觸發模式．
生產監控集成吞吐量和延遲度量．
其他功能和改進
添加高階函數支持操作數組數據。
窗口函數的性能改進。
增加了一個新的CSV/JSON選項
badRecordsPath，為處理損壞記錄和文件提供統一接口，以方便數據清理和ETL。通過該特性，用戶可以在不中斷作業的情況下，從異常日誌中獲取異常記錄、原因和時間。
Apache火花
Databricks Runtime 3.0包含Apache Spark 2.2.0。Apache Spark 2.2.0是2上的第三個版本。x線。這個版本從結構化流中刪除了實驗標簽。此外，這個版本更加關注可用性、穩定性和優化，解決了超過1100張罰單。
Core和Spark SQL
API的更新
(火花- 19107)支持使用DataFrameWriter和Catalog創建hive表
(火花- 13721)增加橫向視圖外部爆炸()的支持
(火花- 18885)統一數據源和hive serde表的CREATE TABLE語法
(火花- 16475)為SQL查詢添加廣播提示Broadcast、BROADCASTJOIN和MAPJOIN
(火花- 18350)支持會話本地時區
(火花- 19261)支持ALTER TABLE table_name ADD COLUMNS
(火花- 20420)向外部編目添加事件
(火花- 18127)向Spark添加鉤子和擴展點
(火花- 20576)支持數據集/數據幀中的通用提示功能
(火花- 17203)數據源選項應該始終不區分大小寫
(火花- 19139)Spark基於aes的認證機製
性能和穩定性
基於成本的優化器
(火花- 17075)(火花- 17076)(火花- 19020)(火花- 17077)(火花- 19350)篩選、連接、聚合、投影和限製/樣本操作符的基數估計
(火花- 17080):基於成本的連接重排序
(火花- 17626)使用星型模式啟發式改進TPC-DS性能
(火花- 17949)介紹一個基於JVM對象的聚合運算符
(火花- 18186)HiveUDAFFunction的部分聚合支持
(火花- 18362)(火花- 19918)CSV和JSON的文件列表/IO改進
(火花- 18775)限製每個文件寫入的最大記錄數
(火花- 18761)不可取消/不可消滅的任務不應該使工作失去資源
(火花- 15352)拓撲感知塊複製
其他值得注意的變化
(火花- 18352)支持解析多行JSON文件
(火花- 19610)支持解析多行CSV文件
(火花- 21079)對分區表執行Analyze Table命令
(火花- 18703)在完成對Hive-serde表的插入/CTAS後，刪除Staging目錄和數據文件
(火花- 18209)更健壯的視圖規範化，無需完全的SQL擴展
(火花- 13446)(火花- 18112)支持Hive metastore 2.0/2.1讀取數據
(火花- 18191)端口RDD API使用提交協議
(火花- 8425)增加任務調度的黑名單機製
(火花- 19464)移除對Hadoop 2.5及更早版本的支持
(火花- 19493)刪除對Java 7的支持
結構化流
一般Avaliability
(火花- 20844)結構化流api現在是GA，不再被標記為實驗性的
卡夫卡的改進
(火花- 19719)支持以流或批處理方式向/從Apache Kafka讀寫數據
(火花- 19968)緩存的生產者低延遲kafka到kafka流。
API的更新
(火花- 19067)使用[flat]MapGroupsWithState支持複雜的狀態處理和超時
(火花- 19876)支持一次性觸發器
其他值得注意的變化
(火花- 20979)用於測試和基準測試的速率源
MLlib
基於數據框架的API中的新算法
(火花- 14709)Linear svc(線性支持向量機分類器)(Scala/Java/Python/R)
(火花- 19635):基於數據框架的API (Scala/Java/Python)中的ChiSquare測試
(火花- 19636):基於數據框架的API的相關性(Scala/Java/Python)
(火花- 13568):用於輸入缺失值的Imputer特征轉換器(Scala/Java/Python)
(火花- 18929):為GLMs添加Tweedie分布(Scala/Java/Python/R)
(火花- 14503)FPGrowth頻繁模式挖掘和關聯規則(Scala/Java/Python/R)
添加到Python和R api中的現有算法
(火花- 18239):梯度增強樹(R)
(火花- 18821):平分K-Means (R)
(火花- 18080):局部敏感哈希(LSH) (Python)
(火花- 6227): PySpark的分布式PCA和SVD(基於rdd的API)
其他主要特點
(火花- 19535): ALSModel推薦forallusers，推薦forallitems (Scala/Java/Python)
(火花- 14489): ALS coldStartStrategy參數，用於支持新的/未知的用戶和項目id，並改進與模型調優的兼容性(CrossValidator和TrainValidationSplit)
(火花- 20047):盒約束邏輯回歸
次要功能
(火花- 14567):將儀表日誌添加到MLlib訓練算法中
(火花- 17471):矩陣功能:壓縮方法，foreachActive，轉換為col/row-major格式
(火花- 14272):將LogLikelihood添加到GaussianMixtureModel彙總
(火花- 19282): RandomForestRegressionModel應該在R中公開getMaxDepth
(火花- 17629): Word2Vec find同義詞的本地版本
(火花- 17645): ChiSqSelector增加了使用錯誤發現率(FDR)和家庭明智錯誤率(FWE)的特性選擇支持
(火花- 14975): GBTClassificationModel、GBTRegressionModel預測類的條件概率
依賴關係的變化
(火花- 20449):將Breeze升級到0.13.1
主要錯誤修複
(火花- 19110): DistributedLDAModel。logPrior正確性修複
(火花- 17975): EMLDAOptimizer與ClassCastException失敗(由GraphX檢查點錯誤引起)
(火花- 18715):修正錯誤的AIC計算在二項式GLM
(火花- 16473): bisectingk表示在使用“java.util”進行訓練時失敗。對於某些輸入，NoSuchElementException: key not found "
(火花- 19348): pyspark.ml.Pipeline在多線程使用下損壞
小bug修複
(火花- 18274): PySpark StringIndexer的內存泄漏(主要修複的後續)
(火花- 19985):部分ML模型複製失敗或沒有正確設置父模型
(火花- 14772):製作Python ML參數。uid和paramaps的拷貝處理與Scala匹配
(火花- 19400):僅攔截模型的GLM失敗
(火花- 20214): PySpark從scipy.sparse進行的向量轉換。Dok_matrix排序索引失敗
(火花- 20423):修正regParam為0時MLOR係數定心
(火花- 18374): StopWordsRemover的StopWords/english.txt中的錯誤單詞
(火花- 18036):決策樹邊用例改進，包括常量特征
(火花- 20615): SparseVector。argmax邊界情況
優化
(火花- 18218):優化塊矩陣乘法，防止某些oom
(火花- 17847):減少高斯混合的打亂數據大小
(火花- 17455): IsotonicRegression加速
(火花- 19247):改進了Word2Vec在保存和加載模型時的縮放
(火花- 11968)基於rdd的API ALS矩陣分解模型推薦productsforusers，推薦usersforproducts GC減少
(火花- 19054): NaiveBayes訓練加速
(火花- 18356): KMeans緩存改進
(火花- 18808): KMeans。轉換加速
改進了空和類型處理
(火花- 11569): StringIndexer處理空輸入值
處理更通用的數字輸入類型:
(火花- 19704): AFTSurvivalRegression censorCol
(火花- 20574):鏟鬥器輸入值
(火花- 17747)WeightCol支持非雙數據類型
GraphX
錯誤修複
(火花- 18847): PageRank對有sink的圖給出不正確的結果
(火花- 14804):繪製vertexRDD/EdgeRDD檢查點結果
優化
(火花- 18845): PageRank初值提高，以更快收斂
(火花- 5484): Pregel應該定期檢查點，以避免StackOverflowError
SparkR
新功能
Spark SQL in R
主要功能
(火花- 19654): R的結構化流API
(火花- 20159):支持R中完整的Catalog API
(火花- 19795):列函數to_json, from_json
(火花- 19399):在DataFrame和列上進行合並
(火花- 20020):支持DataFrame檢查點
(火花- 18285): R中的多列近似分位數
次要功能
(火花- 19130)SparkR應該支持隱式地設置和添加具有奇異值的新列(dplyr奇偶校驗工作)
(火花- 18823):增加了通過設置列的支持[[
(火花- 19828): R支持from_json列中的JSON數組
(火花- 18335):添加一個numSlices參數SparkR的createDataFrame
(火花- 18788):添加getNumPartitions()到SparkR
(火花- 19572):允許在sparkR shell中禁用hive
在R MLlib
MLlib部分列出了新的算法api。
修複
(火花- 19282): RandomForestRegressionModel應該在R中公開getMaxDepth
(火花- 19291):火花。gaussianmix應該提供對數似然
錯誤修複
Spark Core / SQL
(火花- 19925): SparkR火花。getSparkFiles在執行器上失敗
(火花- 19342): DataType在collect方法中將時間戳轉換為數字
(火花- 19232): Windows下SparkR分布緩存位置錯誤
MLlib
(火花- 19395):模型係數應為矩陣型
(火花- 19133): SparkR GLM:允許指定Gamma族
(火花- 19319):當發現的集群比請求的要少時，SparkR K-Means彙總返回錯誤
(火花- 19066): SparkR LDA沒有正確設置優化器。這在技術上是一種行為更改，但它更改行為以匹配文檔和Scala/Java/Python。
其他改進
(火花- 17838):對參數進行嚴格的類型檢查，以獲得更好的消息
(火花- 19324):不刪除SparkR中的JVM stdout輸出
(火花- 19142):火花。kmeans應該將seed、initSteps和tol作為參數
的用法
MLlib
(火花- 18613):火花。ml LDA類不應該暴露spark。mllib api。在spark.ml。ldammodel，已棄用oldLocalModel和getModel。
SparkR
(火花- 20195):反對createExternalTable
行為的變化
MLlib
(火花- 19787)ALS.train()使用缺省的regParam值0.1而不是1.0，以匹配常規ALS API的缺省regParam設置。
SPARKR
(火花- 19291):這增加了SparkR高斯混合模型的對數似然性，但這樣做引入了SparkR模型的持久性不兼容:從SparkR 2.1保存的高斯混合模型可能不會加載到SparkR 2.2。我們計劃在未來為SparkR提供向後兼容性保證。
係統環境
操作係統: Ubuntu 16.04.2 LTS
Java: 1.8.0_131
Scala: 2.10.6 (Scala 2.10集群版本)/2.11.8 (Scala 2.11集群版本)
Python: 2.7.12(如果使用Python 3則為3.5.2)
R: R版本3.2.3 (2015-12-10)
預先安裝Python庫
圖書館 |
版本 |
圖書館 |
版本 |
圖書館 |
版本 |
|---|---|---|---|---|---|
ansi2html |
1.1.1 |
argparse |
1.2.1 " |
寶途 |
2.42.0 |
boto3 |
1.4.1 |
botocore |
1.4.70 |
brewer2mpl |
1.4.1 |
certifi |
2016.2.28 |
cffi |
1.7.0 |
chardet |
tripwire |
彩色光 |
0.3.7 |
configobj |
5.0.6 |
密碼學 |
1．5 |
周期計 |
0.10.0 |
Cython |
0.24.1 |
裝飾 |
4.0.10 |
docutils |
0.13.1 |
enum34 |
1.1.6 |
et-xmlfile |
1.0.1 |
freetype-py |
1.0.2中 |
funcsigs |
1.0.2中 |
fusepy |
2.0.4 |
期貨 |
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 |
熊貓 |
0.18.1 |
pathlib2 |
魅惑 |
容易受騙的人 |
0.4.1 |
pexpect |
4.0.1 |
pickleshare |
0.7.4 |
枕頭 |
3.3.1 |
皮普 |
9.0.1 |
厚度 |
3.9 |
prompt-toolkit |
1.0.7 |
psycopg2 |
2.6.2 |
ptyprocess |
0.5.1 |
py4j |
0.10.3 |
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 |
請求 |
2.11.1 |
s3transfer |
0.1.9 |
scikit-learn |
0.17.1 |
scipy |
0.18.1 |
衝刷 |
0.32 |
seaborn |
是0.7.1 |
setuptools |
36.0.1 |
simplejson |
3.8.2 |
simples3 |
1．0 |
singledispatch |
3.4.0.3 |
六個 |
1.10.0 |
statsmodels |
0.6.1 |
traitlets |
4.3.0 |
urllib3 |
1.19.1 |
virtualenv |
15.0.1 |
wcwidth |
0.1.7 |
輪 |
0.30.0a0 |
wsgiref |
0.1.2 |
預裝R庫
圖書館 |
版本 |
圖書館 |
版本 |
圖書館 |
版本 |
|---|---|---|---|---|---|
abind |
1.4 - 3 |
為了 |
0．1 |
基地 |
3.2.3 |
黑洞 |
1.60.0-2 |
bitops |
1.0 6 |
引導 |
-17 - 1.3 |
釀造 |
1.0 6 |
車 |
2.1 - 3 |
脫字符號 |
-71 - 6.0 |
時間 |
-47 - 2.3 |
類 |
-14 - 7.3 |
集群 |
2.0.5 |
codetools |
-14 - 0.2 |
色彩 |
1.2 - 4 |
編譯器 |
3.2.3 |
蠟筆 |
1.3.1 |
旋度 |
2．2 |
data.table |
1.9.6 |
數據集 |
3.2.3 |
DBI |
0.5 - 1 |
devtools |
1.12.0 |
二色視者 |
2.0 0 |
消化 |
0.6.9 |
doMC |
1.3.4 |
dplyr |
0.5.0 |
foreach |
3 |
外國 |
-66 - 0.8 |
“綠帶運動” |
2.1.1 |
ggplot2 |
魅惑 |
git2r |
0.15.0 |
glmnet |
2.0 - 5 |
圖形 |
3.2.3 |
grDevices |
3.2.3 |
網格 |
3.2.3 |
gsubfn |
0.6 6 |
gtable |
0.1.2 |
水 |
3.10.0.8 |
httr |
1.2.1 " |
hwriter |
1.3.2 |
hwriterPlus |
1.0 - 3 |
迭代器 |
1.0.8 |
jsonlite |
1．1 |
KernSmooth |
-15 - 2.23 |
標簽 |
0.3 |
晶格 |
-34 - 0.20 |
lazyeval |
0.2.0 |
的小 |
0.3.0 |
lme4 |
-12 - 1.1 |
lubridate |
1.6.0 |
magrittr |
1．5 |
mapproj |
1.2 - 4 |
地圖 |
3.0.2 |
質量 |
-45 - 7.3 |
矩陣 |
1.2 - -7.1 |
MatrixModels |
0.4 - 1 |
memoise |
1.0.0 |
方法 |
3.2.3 |
mgcv |
-11 - 1.8 |
mime |
0．5 |
minqa |
1.2.4 |
多核 |
０．２ |
孟塞爾 |
0.4.2 |
mvtnorm |
1.0 - 5 |
nlme |
-124 - 3.1 |
nloptr |
1.0.4 |
nnet |
-12 - 7.3 |
openssl |
0.9.4 |
平行 |
3.2.3 |
pbkrtest |
0.4 6 |
pkgKitten |
0.1.3 |
plyr |
1.8.4 |
讚美 |
1.0.0 |
pROC |
1．8 |
原型 |
-10 - 0.3 |
quantreg |
5.29 |
R.methodsS3 |
1.7.1上 |
R.oo |
1.20.0 |
R.utils |
測試盒框 |
R6 |
2.2.0 |
randomForest |
-12 - 4.6 |
RColorBrewer |
1.1 - 2 |
Rcpp |
0.12.7 |
RcppEigen |
0.3.2.9.0 |
RCurl |
1.95 - -4.8 |
reshape2 |
1.4.2 |
RODBC |
-12 - 1.3 |
roxygen2 |
5.0.1 |
rpart |
-10 - 4.1 |
Rserve |
1.7 - 3 |
RSQLite |
1.0.0 |
rstudioapi |
0.6 |
尺度 |
0.3.0 |
sp |
-15 - 1.0 |
SparkR |
2.2.0 |
SparseM |
1.72 |
空間 |
-11 - 7.3 |
樣條函數 |
3.2.3 |
sqldf |
-10 - 0.4 |
statmod |
1.4.26 |
統計數據 |
3.2.3 |
stats4 |
3.2.3 |
stringi |
1.0 - 1 |
stringr |
1.0.0 |
生存 |
2.38 - 3 |
tcltk |
3.2.3 |
TeachingDemos |
2.10 |
testthat |
1.0.2中 |
寵物貓 |
1．2 |
工具 |
3.2.3 |
跑龍套 |
3.2.3 |
晶須 |
0.3 - 2 |
withr |
1.0.2中 |
預安裝的Java和Scala庫(Scala 2.10集群版本)
組ID |
工件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.chuusai |
shapeless_2.10 |
2.3.2 |
com.clearspring.analytics |
流 |
2.7.0 |
com.databricks |
Rserve |
1.8 - 3 |
com.databricks |
dbml-local_2.10 |
0.1.2-spark2.1 |
com.databricks |
dbml-local_2.10-tests |
0.1.2-spark2.1 |
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 |
同學 |
1.0.0 |
com.fasterxml.jackson.core |
jackson-annotations |
2.6.5 |
com.fasterxml.jackson.core |
jackson-core |
2.6.5 |
com.fasterxml.jackson.core |
jackson-databind |
2.6.5 |
com.fasterxml.jackson.dataformat |
jackson-dataformat-cbor |
2.6.5 |
com.fasterxml.jackson.datatype |
jackson-datatype-joda |
2.6.5 |
com.fasterxml.jackson.module |
jackson-module-paranamer |
2.6.5 |
com.fasterxml.jackson.module |
jackson-module-scala_2.10 |
2.6.5 |
com.github.fommil |
jniloader |
1．1 |
com.github.fommil.netlib |
核心 |
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 |
測試盒框 |
com.google.code.findbugs |
jsr305 |
2.0.1 |
com.google.code.gson |
gson |
2.2.4 |
com.google.guava |
番石榴 |
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 |
) |
com.microsoft.azure |
azure存儲 |
2.0.0 |
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 |
配置 |
1.2.1 " |
com.typesafe |
scalalogging-slf4j_2.10 |
1.1.0 |
com.univocity |
univocity-parsers |
2.2.1 |
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 |
通用日誌 |
通用日誌 |
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 |
網狀的 |
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 |
激活 |
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 |
驗證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 |
mysql |
mysql-connector-java |
5.1.27 |
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 |
地幔岩 |
4.13 |
net.sf.jpam |
jpam |
1．1 |
net.sf.opencsv |
opencsv |
2．3 |
net.sf.py4j |
py4j |
0.10.4 |
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之上 |
org.apache.ant |
螞蟻 |
1.9.2 |
org.apache.ant |
ant-jsch |
1.9.2 |
org.apache.ant |
ant-launcher |
1.9.2 |
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 |
德比 |
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-azure |
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 |
艾薇 |
測試盒框 |
org.apache.parquet |
parquet-column |
1.8.2 |
org.apache.parquet |
parquet-common |
1.8.2 |
org.apache.parquet |
parquet-encoding |
1.8.2 |
org.apache.parquet |
parquet-format |
2.3.1 |
org.apache.parquet |
parquet-hadoop |
1.8.2 |
org.apache.parquet |
parquet-jackson |
1.8.2 |
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 |
動物園管理員 |
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服務器 |
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客戶端 |
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驗證框架 |
5.1.1.Final |
org.iq80.snappy |
時髦的 |
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模型 |
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.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.rosuda.REngine |
REngine |
魅惑 |
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 |
測試界麵 |
1．0 |
org.scalacheck |
scalacheck_2.10 |
1.12.5 |
org.scalamacros |
quasiquotes_2.10 |
2.0.0 |
org.scalanlp |
breeze-macros_2.10 |
0.13.1 |
org.scalanlp |
breeze_2.10 |
0.13.1 |
org.scalatest |
scalatest_2.10 |
2.2.6款 |
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 |
未使用的 |
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核心 |
4.1.4.RELEASE |
org.springframework |
spring測試 |
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 |
奧羅 |
奧羅 |
2.0.8 |
software.amazon.ion |
ion-java |
1.0.2中 |
stax |
stax-api |
1.0.1 |
xmlenc |
xmlenc |
0.52 |
預安裝的Java和Scala庫(Scala 2.11集群版本)
組ID |
工件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.chuusai |
shapeless_2.11 |
2.3.2 |
com.clearspring.analytics |
流 |
2.7.0 |
com.databricks |
Rserve |
1.8 - 3 |
com.databricks |
dbml-local_2.11 |
0.1.2-spark2.1 |
com.databricks |
dbml-local_2.11-tests |
0.1.2-spark2.1 |
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 |
同學 |
1.0.0 |
com.fasterxml.jackson.core |
jackson-annotations |
2.6.5 |
com.fasterxml.jackson.core |
jackson-core |
2.6.5 |
com.fasterxml.jackson.core |
jackson-databind |
2.6.5 |
com.fasterxml.jackson.dataformat |
jackson-dataformat-cbor |
2.6.5 |
com.fasterxml.jackson.datatype |
jackson-datatype-joda |
2.6.5 |
com.fasterxml.jackson.module |
jackson-module-paranamer |
2.6.5 |
com.fasterxml.jackson.module |
jackson-module-scala_2.11 |
2.6.5 |
com.github.fommil |
jniloader |
1．1 |
com.github.fommil.netlib |
核心 |
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 |
測試盒框 |
com.google.code.findbugs |
jsr305 |
2.0.1 |
com.google.code.gson |
gson |
2.2.4 |
com.google.guava |
番石榴 |
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 |
) |
com.microsoft.azure |
azure存儲 |
2.0.0 |
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 |
配置 |
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.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 |
通用日誌 |
通用日誌 |
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 |
網狀的 |
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 |
激活 |
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 |
驗證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 |
mysql |
mysql-connector-java |
5.1.27 |
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 |
地幔岩 |
4.13 |
net.sf.jpam |
jpam |
1．1 |
net.sf.opencsv |
opencsv |
2．3 |
net.sf.py4j |
py4j |
0.10.4 |
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之上 |
org.apache.ant |
螞蟻 |
1.9.2 |
org.apache.ant |
ant-jsch |
1.9.2 |
org.apache.ant |
ant-launcher |
1.9.2 |
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 |
德比 |
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-azure |
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 |
艾薇 |
測試盒框 |
org.apache.parquet |
parquet-column |
1.8.2 |
org.apache.parquet |
parquet-common |
1.8.2 |
org.apache.parquet |
parquet-encoding |
1.8.2 |
org.apache.parquet |
parquet-format |
2.3.1 |
org.apache.parquet |
parquet-hadoop |
1.8.2 |
org.apache.parquet |
parquet-jackson |
1.8.2 |
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 |
動物園管理員 |
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服務器 |
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客戶端 |
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驗證框架 |
5.1.1.Final |
org.iq80.snappy |
時髦的 |
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模型 |
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.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.rosuda.REngine |
REngine |
魅惑 |
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中 |
org.scala-lang.modules |
scala-xml_2.11 |
1.0.2中 |
org.scala-sbt |
測試界麵 |
1．0 |
org.scalacheck |
scalacheck_2.11 |
1.12.5 |
org.scalanlp |
breeze-macros_2.11 |
0.13.1 |
org.scalanlp |
breeze_2.11 |
0.13.1 |
org.scalatest |
scalatest_2.11 |
2.2.6款 |
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 |
未使用的 |
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核心 |
4.1.4.RELEASE |
org.springframework |
spring測試 |
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 |
奧羅 |
奧羅 |
2.0.8 |
software.amazon.ion |
ion-java |
1.0.2中 |
stax |
stax-api |
1.0.1 |
xmlenc |
xmlenc |
0.52 |