Databricks Runtime 6.3(不支持)
Databricks於2020年1月發布了這張圖片。
以下發布說明提供了Databricks Runtime 6.3的信息,由Apache Spark提供支持。
新功能
三角洲湖
此版本引入了從其他處理引擎讀取Delta表的支持,並改進了並發性。主要特點是:
支持使用清單文件處理引擎-您現在可以使用清單文件從Presto和Amazon Athena(公共預覽),Snowflake(實驗性)和Redshift Spectrum(實驗性)查詢Delta表,您可以使用Scala, Java, Python和SQL api生成這些文件。看到生成清單文件獲取詳細信息。
改進了所有Delta Lake操作的並發性——您現在可以同時運行更多Delta Lake操作。Delta Lake的樂觀並發控製通過使衝突檢測更加細粒度而得到改進。這使得在Delta表上運行複雜的工作流更加容易。例如:
在追加新分區時,在舊分區上並發地運行刪除(例如,為了符合GDPR)。
在不相連的分區集上並發地運行更新和合並。
與追加同時運行文件壓縮。
改進了對文件壓縮的支持-您現在可以通過使用
DataFrameWriter
選項dataChange
設置為假
.此選項允許壓縮操作與其他批處理和流式操作同時運行。看到緊湊的文件獲取詳細信息。改進僅插入合並的性能——Delta Lake現在為隻有插入子句而沒有更新子句的合並操作提供了更優化的性能。此外,Delta Lake確保從這種僅插入合並中寫入隻向表添加新數據。因此,現在可以使用結構化流和僅插入合並來執行數據(例如日誌)的連續重複數據刪除。看到寫入Delta表時重複數據刪除獲取詳細信息。
在啟用進程隔離時,添加其他端口以允許列表
請注意
這篇文章引用了這個術語白名單Databricks沒有使用這個術語。當這個術語從軟件中刪除後,我們將從本文中刪除它。
當您在集群上啟用表acl或憑據傳遞等安全特性時,現在可以通過設置Python進程能夠訪問的其他出站端口火花配置spark.databricks.pyspark.iptable.outbound.whitelisted.ports
到允許的港口。支持的配置值格式為(端口(端口):[、港口港[:]]…]
,例如:21日,22日,9000:9999
.端口必須在有效範圍內,即0-65535。
禁用Scala作業的作業輸出
作業輸出(例如發送到stdout的日誌輸出)的大小限製為20MB。屬性,可以防止stdout從驅動程序返回到Databricksspark.databricks.driver.disableScalaOutput
Spark配置到真正的
.該標誌控製Scala JAR作業和Scala筆記本的單元輸出。看到輸出大小限製.
Databricks筆記本現在支持內聯Matplotlib數字(公開預覽)
控件可以自動顯示Matplotlib圖形,而不需要將圖形傳遞給顯示
方法。詳細信息請參見Matplotlib.
改進
shutil.copytree
現在為/ dbfs
.在高並發模式集群上運行結構化流生產作業時,由於之前運行的作業沒有正確終止,作業的重新啟動偶爾會失敗。要確保前一次運行停止,請設置SQL配置
spark.sql.streaming.stopActiveRunOnRestart真正的
在您的集群上。在流不能正確停止的情況下,將在15秒內拋出一個超時異常。在這種情況下,我們建議重新啟動集群。升級了幾個已安裝的R庫。看到已安裝的R庫.
Apache火花
Databricks Runtime 6.3包含Apache Spark 2.4.4。此版本包括所有Spark修複和改進Databricks Runtime 6.2(不支持),以及以下對Spark的額外錯誤修複和改進:
(火花- 30198)[CORE] bytestbyytesmap沒有像預期的那樣增長內部長數組
(火花- 29918)[SQL] RecordBinaryComparator在與long比較時應該檢查字節序
(火花- 30274)[核心]避免當持有鍵達到最大容量時,BytesToBytesMap查找永遠掛起
(火花- 25392)[CORE][web]防止從曆史服務器訪問池頁麵時出現錯誤頁麵
(火花- 30263)不記錄spark-submit中忽略的非spark屬性的潛在敏感值
(火花- 28637)[SQL] Thriftserver支持間隔類型
(火花- 30238)[SQL] hive分區修剪隻能支持字符串和整型
(火花- 30198)[CORE] bytestbyytesmap沒有像預期的那樣增長內部長數組
(火花- 24666)修正Word2Vec在numIterations較大時產生的無限向量
(火花- 30129)[CORE]認證成功後,在TransportClient中設置客戶端的id
(火花- 30050)[SQL]分析表和重命名表不應該擦除hive表桶信息
(火花- 28152)[SQL]將MsSqlServerDialect的ShortType映射為SMALLINT和FloatType映射為REAL
(火花- 29971)[核心]修複緩衝區泄漏
TransportFrameDecoder / TransportCipher
(火花- 29970)[web]保存時間線打開/關閉狀態
(火花- 29949)[SQL]修複JSON/CSV數據源的時間戳格式問題
(火花- 27558)[CORE]在OOM異常失敗時優雅地清理任務
(火花- 29758)[SQL]修複請求字符串字段的截斷
json_tuple
(火花- 29949)[SQL]修複JSON/CSV數據源的時間戳格式問題
(火花- 29936)[R]修複SparkR lint錯誤,並添加lint- R GitHub Action
(火花- 29904)[SQL]通過JSON/CSV數據源以微秒精度解析時間戳
(火花- 29904)[SQL]通過JSON/CSV數據源以微秒精度解析時間戳
(火花- 26499)[SQL] JdbcUtils。makeGetter不處理ByteType
(火花- 29682)[SQL]正確解決Expand中的衝突屬性
(火花- 29875)[PYTHON][SQL]避免使用已棄用的pyarrowSpark 2.4.x中的open_stream API
(火花- 29850)[SQL] sort-merge-join一個空表不應該發生內存泄漏
(火花- 28939)[SQL]為toRdd執行的計劃傳播SQLConf
係統環境
操作係統: Ubuntu 16.04.6 LTS
Java: 1.8.0_252
Scala: 2.11.12
Python: 3.7.3
R: R版本3.6.2 (2019-12-12)
三角洲湖: 0.5.0
請注意
盡管Scala 2.12在Apache Spark 2.4中作為實驗性特性可用,但Databricks Runtime 6.3不支持它。
已安裝的Python庫
圖書館 |
版本 |
圖書館 |
版本 |
圖書館 |
版本 |
---|---|---|---|---|---|
asn1crypto |
0.24.0 |
backcall |
0.1.0 |
寶途 |
2.49.0 |
boto3 |
1.9.162 |
botocore |
1.12.163 |
certifi |
2019.3.9 |
cffi |
1.12.2 |
chardet |
3.0.4 |
密碼學 |
2.6.1 |
周期計 |
0.10.0 |
Cython |
0.29.6 |
裝飾 |
4.4.0 |
docutils |
0.14 |
idna |
2.8 |
ipykernel |
5.1.0 |
ipython |
7.4.0 |
ipython-genutils |
0.2.0 |
絕地武士 |
0.13.3 |
jmespath |
0.9.4 |
jupyter-client |
5.2.4 |
jupyter-core |
4.4.0 |
kiwisolver |
1.1.0 |
matplotlib |
3.0.3 |
numpy |
1.16.2 |
熊貓 |
0.24.2 |
parso |
0.3.4 |
容易受騙的人 |
0.5.1 |
pexpect |
4.6.0 |
pickleshare |
0.7.5 |
皮普 |
19.0.3 |
prompt-toolkit |
2.0.9 |
psycopg2 |
2.7.6.1 |
ptyprocess |
0.6.0 |
pyarrow |
0.13.0 |
pycparser |
2.19 |
pycurl |
7.43.0 |
Pygments |
2.3.1 |
PyGObject |
3.20.0 |
pyOpenSSL |
19.0.0 |
pyparsing |
2.4.6 |
PySocks |
1.6.8 |
python-apt |
1.1.0.b1 + ubuntu0.16.04.5 |
python-dateutil |
2.8.0 |
pytz |
2018.9 |
pyzmq |
18.0.0 |
請求 |
2.21.0 |
s3transfer |
0.2.1 |
scikit-learn |
0.20.3 |
scipy |
1.2.1 " |
seaborn |
0.9.0 |
setuptools |
40.8.0 |
六個 |
1.12.0 |
ssh-import-id |
5.5 |
statsmodels |
0.9.0 |
龍卷風 |
6.0.2 |
traitlets |
4.3.2 |
unattended-upgrades |
0.1 |
urllib3 |
1.24.1 |
virtualenv |
16.4.1 |
wcwidth |
0.1.7 |
輪 |
0.33.1 |
已安裝的R庫
圖書館 |
版本 |
圖書館 |
版本 |
圖書館 |
版本 |
---|---|---|---|---|---|
abind |
1.4 - 5 |
askpass |
1.1 |
為了 |
0.2.1 |
補丁 |
1.1.5 |
基地 |
操作 |
base64enc |
0.1 - 3 |
黑洞 |
1.69.0-1 |
位 |
-14 - 1.1 |
bit64 |
0.9 7 |
bitops |
1.0 6 |
團 |
1.2.0 |
引導 |
-23 - 1.3 |
釀造 |
1.0 6 |
callr |
3.3.2 |
車 |
3.0 - 4 |
carData |
3.0 - 2 |
脫字符號 |
-84 - 6.0 |
cellranger |
1.1.0 |
時間 |
-54 - 2.3 |
類 |
-15 - 7.3 |
cli |
1.1.0 |
clipr |
0.7.0 |
clisymbols |
1.2.0 |
集群 |
魅惑 |
codetools |
-16 - 0.2 |
色彩 |
1.4 - 1 |
commonmark |
1.7 |
編譯器 |
操作 |
配置 |
0.3 |
covr |
3.3.2 |
蠟筆 |
1.3.4 |
相聲 |
1.0.0 |
旋度 |
4.2 |
data.table |
1.12.6 |
數據集 |
操作 |
DBI |
1.0.0 |
dbplyr |
1.4.2 |
desc |
1.2.0 |
devtools |
2.2.1 |
消化 |
0.6.22 |
doMC |
1.3.6 |
dplyr |
0.8.3 |
DT |
0.9 |
省略 |
0.3.0 |
評估 |
0.14 |
fansi |
0.4.0 |
fastmap |
1.0.1 |
forcats |
0.4.0 |
foreach |
1.4.7 |
外國 |
-74 - 0.8 |
打造 |
0.2.0 |
fs |
1.3.1 |
“綠帶運動” |
2.1.5 |
泛型 |
發布 |
ggplot2 |
3.2.1之上 |
“大酒店” |
1.0.1 |
git2r |
0.26.1 |
glmnet |
-18 - 2.0 |
膠水 |
1.3.1 |
高爾 |
0.2.1 |
圖形 |
操作 |
grDevices |
操作 |
網格 |
操作 |
gridExtra |
2.3 |
gsubfn |
0.7 |
gtable |
0.3.0 |
水 |
3.26.0.2 |
還 |
2.1.1 |
hms |
0.5.1 |
htmltools |
0.4.0 |
htmlwidgets |
1.5.1 |
httpuv |
1.5.2 |
httr |
1.4.1 |
hwriter |
1.3.2 |
hwriterPlus |
1.0 - 3 |
ini |
0.3.1 |
不小 |
0.9 9 |
迭代器 |
1.0.12 |
jsonlite |
1.6 |
KernSmooth |
-16 - 2.23 |
標簽 |
0.3 |
晚些時候 |
1.0.0 |
晶格 |
-38 - 0.20 |
熔岩 |
1.6.6 |
lazyeval |
0.2.2 |
生命周期 |
0.1.0 |
的小 |
0.3.9 |
lme4 |
-21 - 1.1 |
lubridate |
1.7.4 |
magrittr |
1.5 |
mapproj |
1.2.6 |
地圖 |
3.3.0 |
maptools |
0.9 8 |
質量 |
7.3 - -51.5 |
矩陣 |
-18 - 1.2 |
MatrixModels |
0.4 - 1 |
memoise |
1.1.0 |
方法 |
操作 |
mgcv |
-31 - 1.8 |
mime |
0.7 |
minqa |
1.2.4 |
ModelMetrics |
1.2.2 |
孟塞爾 |
0.5.0 |
mvtnorm |
-11 - 1.0 |
nlme |
-143 - 3.1 |
nloptr |
1.2.1 " |
nnet |
-12 - 7.3 |
numDeriv |
2016.8 - -1.1 |
openssl |
1.4.1 |
openxlsx |
4.1.2 |
平行 |
操作 |
pbkrtest |
0.4 7 |
支柱 |
1.4.2 |
pkgbuild |
1.0.6 |
pkgconfig |
2.0.3 |
pkgKitten |
0.1.5 |
pkgload |
1.0.2中 |
plogr |
0.2.0 |
plyr |
1.8.4 |
讚美 |
1.0.0 |
prettyunits |
1.0.2中 |
pROC |
1.15.3 |
processx |
3.4.1 |
prodlim |
2018.04.18 |
進步 |
1.2.2 |
承諾 |
1.1.0 |
原型 |
1.0.0 |
ps |
1.3.0 |
purrr |
0.3.3 |
quantreg |
5.51 |
R.methodsS3 |
1.7.1上 |
R.oo |
1.22.0 |
R.utils |
2.9.0 |
r2d3 |
0.2.3 |
R6 |
測試盒框 |
randomForest |
-14 - 4.6 |
rappdirs |
0.3.1 |
rcmdcheck |
1.3.3 |
RColorBrewer |
1.1 - 2 |
Rcpp |
1.0.2中 |
RcppEigen |
0.3.3.5.0 |
RCurl |
1.95 - -4.12 |
readr |
1.3.1 |
readxl |
1.3.1 |
食譜 |
0.1.7 |
複賽 |
1.0.1 |
遙控器 |
魅惑 |
reshape2 |
3 |
雷克斯 |
1.1.2 |
裏約熱內盧 |
0.5.16 |
rlang |
0.4.1 |
RODBC |
-16 - 1.3 |
roxygen2 |
但是 |
rpart |
-15 - 4.1 |
rprojroot |
1.3 - 2 |
Rserve |
1.8 6 |
RSQLite |
2.1.2 |
rstudioapi |
0.10 |
rversions |
2.0.0 |
尺度 |
1.0.0 |
sessioninfo |
1.1.1 |
閃亮的 |
1.4.0 |
sourcetools |
0.1.7 |
sp |
1.3 - 1 |
sparklyr |
1.0.4 |
SparkR |
2.4.5 |
SparseM |
1.77 |
空間 |
-11 - 7.3 |
樣條函數 |
操作 |
sqldf |
-11 - 0.4 |
SQUAREM |
2017.10 - 1 |
statmod |
1.4.32 |
統計數據 |
操作 |
stats4 |
操作 |
stringi |
3 |
stringr |
1.4.0 |
生存 |
2.44 - -1.1 |
sys |
3.3 |
tcltk |
操作 |
TeachingDemos |
2.10 |
testthat |
2.2.1 |
寵物貓 |
2.1.3 |
tidyr |
1.0.0 |
tidyselect |
0.2.5 |
timeDate |
3043.102 |
工具 |
操作 |
usethis |
1.5.1 |
use utf8 |
1.1.4 |
跑龍套 |
操作 |
vctrs |
0.2.0 |
viridisLite |
0.3.0 |
晶須 |
0.4 |
withr |
2.1.2 |
xml2 |
1.2.2 |
xopen |
1.0.0 |
xtable |
1.8 - 4 |
yaml |
2.2.0 |
zeallot |
0.1.0 |
郵政編碼 |
2.0.4 |
安裝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 |
1.8.10 |
com.amazonaws |
aws-java-sdk-autoscaling |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudformation |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudfront |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudhsm |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudsearch |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudtrail |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudwatch |
1.11.595 |
com.amazonaws |
aws-java-sdk-cloudwatchmetrics |
1.11.595 |
com.amazonaws |
aws-java-sdk-codedeploy |
1.11.595 |
com.amazonaws |
aws-java-sdk-cognitoidentity |
1.11.595 |
com.amazonaws |
aws-java-sdk-cognitosync |
1.11.595 |
com.amazonaws |
aws-java-sdk-config |
1.11.595 |
com.amazonaws |
aws-java-sdk-core |
1.11.595 |
com.amazonaws |
aws-java-sdk-datapipeline |
1.11.595 |
com.amazonaws |
aws-java-sdk-directconnect |
1.11.595 |
com.amazonaws |
aws-java-sdk-directory |
1.11.595 |
com.amazonaws |
aws-java-sdk-dynamodb |
1.11.595 |
com.amazonaws |
aws-java-sdk-ec2 |
1.11.595 |
com.amazonaws |
aws-java-sdk-ecs |
1.11.595 |
com.amazonaws |
aws-java-sdk-efs |
1.11.595 |
com.amazonaws |
aws-java-sdk-elasticache |
1.11.595 |
com.amazonaws |
aws-java-sdk-elasticbeanstalk |
1.11.595 |
com.amazonaws |
aws-java-sdk-elasticloadbalancing |
1.11.595 |
com.amazonaws |
aws-java-sdk-elastictranscoder |
1.11.595 |
com.amazonaws |
aws-java-sdk-emr |
1.11.595 |
com.amazonaws |
aws-java-sdk-glacier |
1.11.595 |
com.amazonaws |
aws-java-sdk-glue |
1.11.595 |
com.amazonaws |
aws-java-sdk-iam |
1.11.595 |
com.amazonaws |
aws-java-sdk-importexport |
1.11.595 |
com.amazonaws |
aws-java-sdk-kinesis |
1.11.595 |
com.amazonaws |
aws-java-sdk-kms |
1.11.595 |
com.amazonaws |
aws-java-sdk-lambda |
1.11.595 |
com.amazonaws |
aws-java-sdk-logs |
1.11.595 |
com.amazonaws |
aws-java-sdk-machinelearning |
1.11.595 |
com.amazonaws |
aws-java-sdk-opsworks |
1.11.595 |
com.amazonaws |
aws-java-sdk-rds |
1.11.595 |
com.amazonaws |
aws-java-sdk-redshift |
1.11.595 |
com.amazonaws |
aws-java-sdk-route53 |
1.11.595 |
com.amazonaws |
aws-java-sdk-s3 |
1.11.595 |
com.amazonaws |
aws-java-sdk-ses |
1.11.595 |
com.amazonaws |
aws-java-sdk-simpledb |
1.11.595 |
com.amazonaws |
aws-java-sdk-simpleworkflow |
1.11.595 |
com.amazonaws |
aws-java-sdk-sns |
1.11.595 |
com.amazonaws |
aws-java-sdk-sqs |
1.11.595 |
com.amazonaws |
aws-java-sdk-ssm |
1.11.595 |
com.amazonaws |
aws-java-sdk-storagegateway |
1.11.595 |
com.amazonaws |
aws-java-sdk-sts |
1.11.595 |
com.amazonaws |
aws-java-sdk-support |
1.11.595 |
com.amazonaws |
aws-java-sdk-swf-libraries |
1.11.22 |
com.amazonaws |
aws-java-sdk-workspaces |
1.11.595 |
com.amazonaws |
jmespath-java |
1.11.595 |
com.carrotsearch |
hppc |
0.7.2 |
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 |
0.5.0-db8-spark2.4 |
com.databricks |
dbml-local_2.11-tests |
0.5.0-db8-spark2.4 |
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 |
4.0.2 |
com.esotericsoftware |
minlog |
1.3.0 |
com.fasterxml |
同學 |
1.0.0 |
com.fasterxml.jackson.core |
jackson-annotations |
2.6.7 |
com.fasterxml.jackson.core |
jackson-core |
2.6.7 |
com.fasterxml.jackson.core |
jackson-databind |
2.6.7.1 |
com.fasterxml.jackson.dataformat |
jackson-dataformat-cbor |
2.6.7 |
com.fasterxml.jackson.datatype |
jackson-datatype-joda |
2.6.7 |
com.fasterxml.jackson.module |
jackson-module-paranamer |
2.6.7 |
com.fasterxml.jackson.module |
jackson-module-scala_2.11 |
2.6.7.1 |
com.github.fommil |
jniloader |
1.1 |
com.github.fommil.netlib |
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.luben |
zstd-jni |
1.3.2-2 |
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.jcraft |
jsch |
0.1.50 |
com.jolbox |
bonecp |
0.8.0.RELEASE |
com.microsoft.azure |
azure-data-lake-store-sdk |
2.2.8 |
com.microsoft.azure |
azure存儲 |
7.0.0 |
com.microsoft.sqlserver |
mssql-jdbc |
6.2.2.jre8 |
com.ning |
compress-lzf |
1.0.3 |
com.sun.mail |
javax.mail |
1.5.2 |
com.thoughtworks.paranamer |
paranamer |
2.8 |
com.trueaccord.lenses |
lenses_2.11 |
0.3 |
com.twitter |
chill-java |
0.9.3 |
com.twitter |
chill_2.11 |
0.9.3 |
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 |
2.7.3 |
com.vlkan |
flatbuffers |
1.2.0-3f79e055 |
com.zaxxer |
HikariCP |
3.1.0 |
commons-beanutils |
commons-beanutils |
1.9.4 |
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 |
3.1 |
commons-pool |
commons-pool |
1.5.4 |
info.ganglia.gmetric4j |
gmetric4j |
1.0.7 |
io.airlift |
aircompressor |
0.10 |
io.dropwizard.metrics |
metrics-core |
3.1.5 |
io.dropwizard.metrics |
metrics-ganglia |
3.1.5 |
io.dropwizard.metrics |
metrics-graphite |
3.1.5 |
io.dropwizard.metrics |
metrics-healthchecks |
3.1.5 |
io.dropwizard.metrics |
metrics-jetty9 |
3.1.5 |
io.dropwizard.metrics |
metrics-json |
3.1.5 |
io.dropwizard.metrics |
metrics-jvm |
3.1.5 |
io.dropwizard.metrics |
metrics-log4j |
3.1.5 |
io.dropwizard.metrics |
metrics-servlets |
3.1.5 |
io.netty |
網狀的 |
3.9.9.Final |
io.netty |
netty-all |
4.1.42.Final |
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 |
2.14.6 |
joda-time |
joda-time |
2.9.3 |
junit |
junit |
4.12 |
log4j |
apache-log4j-extras |
1.2.17 |
log4j |
log4j |
1.2.17 |
net.hydromatic |
eigenbase-properties |
1.1.5 |
net.razorvine |
地幔岩 |
4.13 |
net.sf.jpam |
jpam |
1.1 |
net.sf.opencsv |
opencsv |
2.3 |
net.sf.supercsv |
super-csv |
2.2.0 |
net.snowflake |
snowflake-ingest-sdk |
0.9.6 |
net.snowflake |
snowflake-jdbc |
3.12.0 |
net.snowflake |
spark-snowflake_2.11 |
2.5.9-spark_2.4 |
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 |
4.7 |
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.arrow |
arrow-format |
0.10.0 |
org.apache.arrow |
arrow-memory |
0.10.0 |
org.apache.arrow |
arrow-vector |
0.10.0 |
org.apache.avro |
avro |
1.8.2 |
org.apache.avro |
avro-ipc |
1.8.2 |
org.apache.avro |
avro-mapred-hadoop2 |
1.8.2 |
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 |
1.8.1 |
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 |
2.7.1 |
org.apache.curator |
curator-framework |
2.7.1 |
org.apache.curator |
curator-recipes |
2.7.1 |
org.apache.derby |
德比 |
10.12.1.1 |
org.apache.directory.api |
api-asn1-api |
1.0.0-M20 |
org.apache.directory.api |
api-util |
1.0.0-M20 |
org.apache.directory.server |
apacheds-i18n |
2.0.0-M15 |
org.apache.directory.server |
apacheds-kerberos-codec |
2.0.0-M15 |
org.apache.hadoop |
hadoop-annotations |
2.7.3 |
org.apache.hadoop |
hadoop-auth |
2.7.3 |
org.apache.hadoop |
hadoop-client |
2.7.3 |
org.apache.hadoop |
hadoop-common |
2.7.3 |
org.apache.hadoop |
hadoop-hdfs |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-app |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-common |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-core |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-jobclient |
2.7.3 |
org.apache.hadoop |
hadoop-mapreduce-client-shuffle |
2.7.3 |
org.apache.hadoop |
hadoop-yarn-api |
2.7.3 |
org.apache.hadoop |
hadoop-yarn-client |
2.7.3 |
org.apache.hadoop |
hadoop-yarn-common |
2.7.3 |
org.apache.hadoop |
hadoop-yarn-server-common |
2.7.3 |
org.apache.htrace |
htrace-core |
3.1.0-incubating |
org.apache.httpcomponents |
httpclient |
4.5.6 |
org.apache.httpcomponents |
httpcore |
4.4.10 |
org.apache.ivy |
艾薇 |
測試盒框 |
org.apache.orc |
orc-core-nohive |
1.5.5 |
org.apache.orc |
orc-mapreduce-nohive |
1.5.5 |
org.apache.orc |
orc-shims |
1.5.5 |
org.apache.parquet |
parquet-column |
1.10.1.2-databricks4 |
org.apache.parquet |
parquet-common |
1.10.1.2-databricks4 |
org.apache.parquet |
parquet-encoding |
1.10.1.2-databricks4 |
org.apache.parquet |
parquet-format |
測試盒框 |
org.apache.parquet |
parquet-hadoop |
1.10.1.2-databricks4 |
org.apache.parquet |
parquet-jackson |
1.10.1.2-databricks4 |
org.apache.thrift |
libfb303 |
0.9.3 |
org.apache.thrift |
libthrift |
0.9.3 |
org.apache.xbean |
xbean-asm6-shaded |
4.8 |
org.apache.zookeeper |
動物園管理員 |
3.4.6 |
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 |
3.0.10 |
org.codehaus.janino |
janino |
3.0.10 |
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 |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-continuation |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-http |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-io |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-jndi |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-plus |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-proxy |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-security |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty服務器 |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty servlet |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-servlets |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-util |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-webapp |
9.3.27.v20190418 |
org.eclipse.jetty |
jetty-xml |
9.3.27.v20190418 |
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.hamcrest |
hamcrest-core |
1.3 |
org.hamcrest |
hamcrest-library |
1.3 |
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.json4s |
json4s-ast_2.11 |
3.5.3 |
org.json4s |
json4s-core_2.11 |
3.5.3 |
org.json4s |
json4s-jackson_2.11 |
3.5.3 |
org.json4s |
json4s-scalap_2.11 |
3.5.3 |
org.lz4 |
lz4-java |
1.4.0 |
org.mariadb.jdbc |
mariadb-java-client |
2.1.2 |
org.mockito |
mockito-core |
1.10.19 |
org.objenesis |
objenesis |
2.5.1 |
org.postgresql |
postgresql |
42.1.4 |
org.roaringbitmap |
RoaringBitmap |
0.7.45 |
org.roaringbitmap |
墊片 |
0.7.45 |
org.rocksdb |
rocksdbjni |
6.2.2 |
org.rosuda.REngine |
REngine |
魅惑 |
org.scala-lang |
scala-compiler_2.11 |
2.11.12 |
org.scala-lang |
scala-library_2.11 |
2.11.12 |
org.scala-lang |
scala-reflect_2.11 |
2.11.12 |
org.scala-lang.modules |
scala-parser-combinators_2.11 |
1.1.0 |
org.scala-lang.modules |
scala-xml_2.11 |
1.0.5 |
org.scala-sbt |
測試界麵 |
1.0 |
org.scalacheck |
scalacheck_2.11 |
1.12.5 |
org.scalactic |
scalactic_2.11 |
3.0.3 |
org.scalanlp |
breeze-macros_2.11 |
0.13.2 |
org.scalanlp |
breeze_2.11 |
0.13.2 |
org.scalatest |
scalatest_2.11 |
3.0.3 |
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-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 |
1.5 |
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 |
1.1.7.3 |
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 |