Databricks Runtime 3.4(지원되지 않음)
Databricks는 2017년 11월에 이 이미지를 릴리스했습니다.
Important
이 릴리스는 2018년 7월 30일에 더 이상 사용되지 않습니다. Databricks Runtime 사용 중단 정책 및 일정에 대한 자세한 내용은 Databricks Runtime 지원 수명 주기를 참조하세요.
다음 릴리스 정보는 Apache Spark에서 제공하는 Databricks Runtime 3.4에 대한 정보를 제공합니다.
변경 내용 및 개선 사항
- PySpark를 위한 새로운 벡터화된 UDF를 도입했습니다.
- 쿼리 watchdog에서 최대 파티션 수를 제한할 수 있습니다.
- Databricks Library UI 및 API를 사용하여 CRAN 패키지를 설치할 때 오류 메시지 통신이 개선되었습니다.
- MySQL JDBC 드라이버가 MariaDB JDBC 드라이버로 대체되었습니다.
- Python 라이브러리 setuptools가 36.2.7에서 36.6.0으로, wheel이 0.30.0a0에서 0.30.0으로 업그레이드되었습니다.
- R이 3.2.3에서 3.4.2로 업그레이드되었습니다.
- 미리 설치된 여러 R 라이브러리가 업그레이드되었습니다. 자세한 내용은 미리 설치된 R 라이브러리를 참조하세요.
- HIPAA 호환 클러스터가 필요한 고객을 위한 AES 암호화가 추가되었습니다.
Apache Spark
Databricks Runtime 3.4에는 Apache Spark 2.2.0이 포함되어 있습니다. Databricks Runtime 3.4에는 Spark에 대한 다음과 같은 추가 버그 수정 및 개선 사항도 포함되어 있습니다.
- [SPARK-21718][SQL] 대용량 로그 형식: "통계를 기반으로 파티션 건너뛰기 ..."
- [SPARK-22278][SS] GroupState에서 현재 이벤트 시간 워터마크 및 현재 처리 시간을 노출합니다.
- [SPARK-22187][SS] 상태가 null일 때 시간 초과를 설정할 수 있도록 저장된 상태에 대한 unsaferow 형식이 업데이트되었습니다.
- [SPARK-22136][SS] 스트림-스트림 조인 초기에 일방적인 조건을 평가합니다.
- [SPARK-20396][SQL][PYSPARK] pandas udf와 groupby().apply()
- [SPARK-22124][SQL] 샘플 및 제한도 codegen에서 입력 평가를 연기해야 합니다.
- [SPARK-21782][CORE] numPartitions가 2의 거듭제곱일 때 다시 분할이 기울이기를 만듭니다.
- [SPARK-21527][CORE] JAVA NIO Util의 버퍼 캐시를 사용하기 위해 버퍼 제한을 사용합니다.
- [SPARK-22176][SQL] Dataset.show의 오버플로 문제가 수정되었습니다.
- [SPARK-21410][CORE] RDD.count()가 partitions보다 작은 경우 RangePartitioner에 대해 더 적은 파티션을 만듭니다.
- [SPARK-21517][CORE] 청크를 원격으로 전송할 때 메모리 복사를 방지합니다.
- [SPARK-22238]sureStatefulOpPartitioning으로 인한 계획 해결 버그가 수정되었습니다.
- [SPARK-22159][SQL] 구성 이름이 일관되게 "enabled"로 끝나도록 합니다.
- [SPARK-20331][SQL] 고급 Hive 파티션 정리 술어 푸시다운
- [SPARK-22223][SQL] ObjectHashAggregate는 불필요한 무작위 재생을 도입해서는 안 됩니다.
- [SPARK-22263][SQL] 결정적 지연 값으로 리팩터링합니다.
- [SPARK-22257][SQL] ExpressionSet에서 모든 비결정적 식을 예약합니다.
- [SPARK-21907][CORE] 스필 중 oom이 수정되었습니다.
- [SPARK-22252][SPARK-21165]FileFormatWriter 버그가 수정되었습니다.
- [SPARK-22230]상태 저장소 복원에서 행당 순서를 바꿉니다.
- [SPARK-21988][SS] StreamingRelation.computeStats를 구현하여 설명이 수정되었습니다.
- [SPARK-22170][SQL] 브로드캐스트 조인에서 메모리 사용량을 줄입니다.
- [SPARK-22206][SQL][SPARKR] R의 gapply는 빈 그룹화 열에서 작동할 수 없습니다.
- [SPARK-20466][CORE] HadoopRDD#addLocalConfiguration이 NPE를 throw합니다.
- [SPARK-22178][SQL] REFRESH TABLE 명령으로 영구 보기를 새로 고칩니다.
- [SPARK-22158][SQL] convertMetastore는 테이블 속성을 무시하면 안 됩니다.
- [SPARK-22146]특수 문자가 포함된 ORC 파일을 읽는 동안 FileNotFoundException이 발생했습니다.
- [SPARK-22161][SQL] Impala 수정 TPC-DS 쿼리가 추가되었습니다.
- [SPARK-22129][SPARK-22138] 릴리스 스크립트가 개선되었습니다.
- [SPARK-22143][SQL] OffHeapColumnVector의 메모리 누수가 수정되었습니다.
- [SPARK-22140] TPCDSQuerySuite 추가
- [SPARK-22214][SQL] 목록 하이브 파티션 코드를 리팩터링합니다.
- [SPARK-22136][SS] 스트림-스트림 외부 조인을 구현합니다.
- [SPARK-22053][SS] 추가 모드에서 스트림-스트림 내부 조인을 수행합니다.
- [SPARK-22153][SQL] ShuffleExchange 이름 바꾸기 -ShuffleExchangeExec
- [SPARK-22160][SQL] 파티션당 샘플 포인트(범위 파티셔너 내)를 구성 가능하고 기본값을 최대 100으로 높입니다.
- [SPARK-22159][SQL] 구성 이름이 일관되게 "enabled"로 끝나도록 합니다.
- [SPARK-22141][SQL] 카티전 곱을 확인하기 전에 빈 관계를 전파합니다.
- [SPARK-22120][SQL] TestHiveSparkSession.reset()이 Hive 웨어하우스 디렉터리를 정리해야 합니다.
- [SPARK-22083][CORE] MemoryStore.evictBlocksToFreeSpace의 잠금을 해제합니다.
- [SPARK-22107]python 빠른 시작에서 별칭으로 변경합니다.
- [SPARK-22109][SQL] 파티션 열에서 문자열과 타임스탬프 간의 형식 충돌을 해결합니다.
- [SPARK-22092]OffHeapColumnVector.reserveInternal의 재할당으로 인해 구조체 및 배열 데이터가 손상되었습니다.
- [SPARK-18136]Windows에서 Python pip 설치용 SPARK_JARS_DIR이 수정되었습니다.
- [SPARK-22094][SS] processAllAvailable은 쿼리 상태를 확인해야 합니다.
- [SPARK-21928][CORE] SerializerManager의 프라이빗 kryo에서 클래스 로더를 설정합니다.
- [SPARK-22076][SQL] Expand.projections는 스트림이 아니어야 합니다.
- [SPARK-22052]MetricsReporter.scala에 잘못된 메트릭이 할당되었습니다.
- [SPARK-22043][PYTHON] show_profiles 및 dump_profiles에 대한 오류 메시지가 개선되었습니다.
- [SPARK-21953]메모리 및 디스크 바이트 중 하나가 있는 경우 유출된 바이트를 모두 표시합니다.
- [SPARK-21985][PYSPARK] 이중 압축 RDD에 대해 PairDeserializer가 손상되었습니다.
- [SPARK-18608][ML][FOLLOWUP] PySpark OneVsRest에 대한 이중 캐싱이 수정되었습니다.
- [SPARK-21980][SQL] 그룹화 함수의 참조는 semanticEquals로 인덱싱되어야 합니다.
- [SPARK-22103]HashAggregateExec 부모 사용을 별도의 함수로 이동합니다.
- [SPARK-22141][SQL] 카티전 곱을 확인하기 전에 빈 관계를 전파합니다.
- [SPARK-21977]SinglePartition 최적화가 특정 스트리밍 상태 저장 집계 요구 사항을 위반합니다.
알려진 문제
- 실행기 페이지의 로그 링크가 올바르게 설정되지 않았습니다. 지금은 작업자 페이지를 사용하여 실행기의 stdout 및 stderr 링크에 액세스합니다.
유지 관리 업데이트
Databricks Runtime 3.4 유지 관리 업데이트를 참조하세요.
시스템 환경
- 운영 체제: Ubuntu 16.04.3 LTS
- Java: 1.8.0_131
- Scala: 2.10.6(Scala 2.10 클러스터 버전)/2.11.8(Scala 2.11 클러스터 버전)
- Python: 2.7.12(Python 3을 사용하는 경우 3.5.2)
- R: R 버전 3.4.2(2017-09-28)
- GPU 클러스터의 경우 다음 NVIDIA GPU 라이브러리가 설치됩니다.
- CUDA 8.0
- CUDNN 6.0
미리 설치된 Python 라이브러리
| 라이브러리 | 버전 | 라이브러리 | 버전 | 라이브러리 | 버전 |
|---|---|---|---|---|---|
| ansi2html | 1.1.1 | argparse | 1.2.1 | backports-abc | 0.5 |
| boto | 2.42.0 | boto3 | 1.4.1 | botocore | 1.4.70 |
| brewer2mpl | 1.4.1 | certifi | 2016.2.28 | cffi | 1.7.0 |
| chardet | 2.3.0 | colorama | 0.3.7 | configobj | 5.0.6 |
| 암호화 | 1.5 | cycler | 0.10.0 | Cython | 0.24.1 |
| decorator | 4.0.10 | docutils | 0.14 | enum34 | 1.1.6 |
| et-xmlfile | 1.0.1 | freetype-py | 1.0.2 | funcsigs | 1.0.2 |
| fusepy | 2.0.4 | 미래 | 3.1.1 | ggplot | 0.6.8 |
| html5lib | 0.999 | idna | 2.1 | ipaddress | 1.0.16 |
| ipython | 2.2.0 | ipython-genutils | 0.1.0 | jdcal | 1.2 |
| Jinja2 | 2.8 | jmespath | 0.9.0 | llvmlite | 0.13.0 |
| lxml | 3.6.4 | MarkupSafe | 0.23 | matplotlib | 1.5.3 |
| mpld3 | 0.2 | msgpack-python | 0.4.7 | ndg-httpsclient | 0.3.3 |
| numba | 0.28.1 | numpy | 1.11.1 | openpyxl | 2.3.2 |
| pandas | 0.18.1 | pathlib2 | 2.1.0 | patsy | 0.4.1 |
| pexpect | 4.0.1 | pickleshare | 0.7.4 | Pillow | 3.3.1 |
| pip | 9.0.1 | ply | 3.9 | prompt-toolkit | 1.0.7 |
| psycopg2 | 2.6.2 | ptyprocess | 0.5.1 | py4j | 0.10.3 |
| pyarrow | 0.4.1 | pyasn1 | 0.1.9 | pycparser | 2.14 |
| Pygments | 2.1.3 | PyGObject | 3.20.0 | pyOpenSSL | 16.0.0 |
| pyparsing | 2.2.0 | pypng | 0.0.18 | Python | 2.7.12 |
| python-dateutil | 2.5.3 | python-geohash | 0.8.5 | pytz | 2016.6.1 |
| requests | 2.11.1 | s3transfer | 0.1.9 | scikit-learn | 0.18.1 |
| scipy | 0.18.1 | scour | 0.32 | seaborn | 0.7.1 |
| setuptools | 36.6.0 | simplejson | 3.8.2 | simples3 | 1.0 |
| singledispatch | 3.4.0.3 | six | 1.10.0 | statsmodels | 0.6.1 |
| tornado | 4.5.2 | traitlets | 4.3.0 | urllib3 | 1.19.1 |
| virtualenv | 15.0.1 | wcwidth | 0.1.7 | wheel | 0.30.0 |
| wsgiref | 0.1.2 |
미리 설치된 R 라이브러리
| 라이브러리 | 버전 | 라이브러리 | 버전 | 라이브러리 | 버전 |
|---|---|---|---|---|---|
| abind | 1.4-5 | assertthat | 0.2.0 | backports | 1.1.1 |
| base | 3.4.2 | BH | 1.65.0-1 | bindr | 0.1 |
| bindrcpp | 0.2 | bit | 1.1-12 | bit64 | 0.9-7 |
| bitops | 1.0-6 | blob | 1.1.0 | boot | 1.3-20 |
| brew | 1.0-6 | 차량 | 2.1-5 | 캐럿 | 6.0-77 |
| chron | 2.3-51 | class | 7.3-14 | cluster | 2.0.6 |
| codetools | 0.2-15 | colorspace | 1.3-2 | commonmark | 1.4 |
| compiler | 3.4.2 | crayon | 1.3.4 | curl | 3.0 |
| CVST | 0.2-1 | data.table | 1.10.4 | 데이터 세트 | 3.4.2 |
| DBI | 0.7 | ddalpha | 1.3.1 | DEoptimR | 1.0-8 |
| desc | 1.1.1 | devtools | 1.13.3 | dichromat | 2.0-0 |
| digest | 0.6.12 | dimRed | 0.1.0 | doMC | 1.3.4 |
| dplyr | 0.7.4 | DRR | 0.0.2 | foreach | 1.4.3 |
| foreign | 0.8-69 | gbm | 2.1.3 | ggplot2 | 2.2.1 |
| git2r | 0.19.0 | glmnet | 2.0-13 | glue | 1.1.1 |
| gower | 0.1.2 | graphics | 3.4.2 | grDevices | 3.4.2 |
| grid | 3.4.2 | gsubfn | 0.6-6 | gtable | 0.2.0 |
| h2o | 3.14.0.3 | httr | 1.3.1 | hwriter | 1.3.2 |
| hwriterPlus | 1.0-3 | ipred | 0.9-6 | iterators | 1.0.8 |
| jsonlite | 1.5 | kernlab | 0.9-25 | KernSmooth | 2.23-15 |
| labeling | 0.3 | lattice | 0.20-35 | lava | 1.5.1 |
| lazyeval | 0.2.0 | littler | 0.3.2 | lme4 | 1.1-14 |
| lubridate | 1.6.0 | magrittr | 1.5 | mapproj | 1.2-5 |
| 맵 | 3.2.0 | MASS | 7.3-47 | 행렬 | 1.2-11 |
| MatrixModels | 0.4-1 | memoise | 1.1.0 | 메서드 | 3.4.2 |
| mgcv | 1.8-22 | mime | 0.5 | minqa | 1.2.4 |
| ModelMetrics | 1.1.0 | munsell | 0.4.3 | mvtnorm | 1.0-6 |
| nlme | 3.1-131 | nloptr | 1.0.4 | nnet | 7.3-12 |
| numDeriv | 2016.8-1 | openssl | 0.9.7 | parallel | 3.4.2 |
| pbkrtest | 0.4-7 | pkgconfig | 2.0.1 | pkgKitten | 0.1.4 |
| plogr | 0.1-1 | plyr | 1.8.4 | praise | 1.0.0 |
| pROC | 1.10.0 | prodlim | 1.6.1 | proto | 1.0.0 |
| purrr | 0.2.3 | quantreg | 5.33 | R.methodsS3 | 1.7.1 |
| R.oo | 1.21.0 | R.utils | 2.5.0 | R6 | 2.2.2 |
| randomForest | 4.6-12 | RColorBrewer | 1.1-2 | Rcpp | 0.12.13 |
| RcppEigen | 0.3.3.3.0 | RcppRoll | 0.2.2 | RCurl | 1.95-4.8 |
| recipes | 0.1.0 | reshape2 | 1.4.2 | rlang | 0.1.2 |
| robustbase | 0.92-7 | RODBC | 1.3-15 | roxygen2 | 6.0.1 |
| rpart | 4.1-11 | rprojroot | 1.2 | Rserve | 1.7-3 |
| RSQLite | 2.0 | rstudioapi | 0.7 | scales | 0.5.0 |
| sfsmisc | 1.1-1 | sp | 1.2-5 | SparkR | 2.2.0 |
| SparseM | 1.77 | spatial | 7.3-11 | splines | 3.4.2 |
| sqldf | 0.4-11 | statmod | 1.4.30 | 통계 | 3.4.2 |
| stats4 | 3.4.2 | stringi | 1.1.5 | stringr | 1.2.0 |
| survival | 2.41-3 | tcltk | 3.4.2 | TeachingDemos | 2.10 |
| testthat | 1.0.2 | tibble | 1.3.4 | tidyselect | 0.2.0 |
| timeDate | 3012.100 | tools | 3.4.2 | utils | 3.4.2 |
| viridisLite | 0.2.0 | whisker | 0.3-2 | withr | 2.0.0 |
| xml2 | 1.1.1 |
미리 설치된 Java 및 Scala 라이브러리(Scala 2.10 클러스터 버전)
| 그룹 ID | 아티팩트 ID | 버전 |
|---|---|---|
| antlr | antlr | 2.7.7 |
| com.amazonaws | amazon-kinesis-client | 1.7.3 |
| com.amazonaws | aws-java-sdk-autoscaling | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudformation | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudfront | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudhsm | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudsearch | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudtrail | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudwatch | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudwatchmetrics | 1.11.126 |
| com.amazonaws | aws-java-sdk-codedeploy | 1.11.126 |
| com.amazonaws | aws-java-sdk-cognitoidentity | 1.11.126 |
| com.amazonaws | aws-java-sdk-cognitosync | 1.11.126 |
| com.amazonaws | aws-java-sdk-config | 1.11.126 |
| com.amazonaws | aws-java-sdk-core | 1.11.126 |
| com.amazonaws | aws-java-sdk-datapipeline | 1.11.126 |
| com.amazonaws | aws-java-sdk-directconnect | 1.11.126 |
| com.amazonaws | aws-java-sdk-directory | 1.11.126 |
| com.amazonaws | aws-java-sdk-dynamodb | 1.11.126 |
| com.amazonaws | aws-java-sdk-ec2 | 1.11.126 |
| com.amazonaws | aws-java-sdk-ecs | 1.11.126 |
| com.amazonaws | aws-java-sdk-efs | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticache | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticbeanstalk | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticloadbalancing | 1.11.126 |
| com.amazonaws | aws-java-sdk-elastictranscoder | 1.11.126 |
| com.amazonaws | aws-java-sdk-emr | 1.11.126 |
| com.amazonaws | aws-java-sdk-glacier | 1.11.126 |
| com.amazonaws | aws-java-sdk-iam | 1.11.126 |
| com.amazonaws | aws-java-sdk-importexport | 1.11.126 |
| com.amazonaws | aws-java-sdk-kinesis | 1.11.126 |
| com.amazonaws | aws-java-sdk-kms | 1.11.126 |
| com.amazonaws | aws-java-sdk-lambda | 1.11.126 |
| com.amazonaws | aws-java-sdk-logs | 1.11.126 |
| com.amazonaws | aws-java-sdk-machinelearning | 1.11.126 |
| com.amazonaws | aws-java-sdk-opsworks | 1.11.126 |
| com.amazonaws | aws-java-sdk-rds | 1.11.126 |
| com.amazonaws | aws-java-sdk-redshift | 1.11.126 |
| com.amazonaws | aws-java-sdk-route53 | 1.11.126 |
| com.amazonaws | aws-java-sdk-s3 | 1.11.126 |
| com.amazonaws | aws-java-sdk-ses | 1.11.126 |
| com.amazonaws | aws-java-sdk-simpledb | 1.11.126 |
| com.amazonaws | aws-java-sdk-simpleworkflow | 1.11.126 |
| com.amazonaws | aws-java-sdk-sns | 1.11.126 |
| com.amazonaws | aws-java-sdk-sqs | 1.11.126 |
| com.amazonaws | aws-java-sdk-ssm | 1.11.126 |
| com.amazonaws | aws-java-sdk-storagegateway | 1.11.126 |
| com.amazonaws | aws-java-sdk-sts | 1.11.126 |
| com.amazonaws | aws-java-sdk-support | 1.11.126 |
| com.amazonaws | aws-java-sdk-swf-libraries | 1.11.22 |
| com.amazonaws | aws-java-sdk-workspaces | 1.11.126 |
| com.amazonaws | jmespath-java | 1.11.126 |
| com.carrotsearch | hppc | 0.7.1 |
| com.chuusai | shapeless_2.10 | 2.3.2 |
| com.clearspring.analytics | stream | 2.7.0 |
| com.databricks | Rserve | 1.8-3 |
| com.databricks | dbml-local_2.10 | 0.2.2-db1-spark2.2 |
| com.databricks | dbml-local_2.10-tests | 0.2.2-db1-spark2.2 |
| com.databricks | jets3t | 0.7.1-0 |
| com.databricks.scalapb | compilerplugin_2.10 | 0.4.15-9 |
| com.databricks.scalapb | scalapb-runtime_2.10 | 0.4.15-9 |
| com.esotericsoftware | kryo-shaded | 3.0.3 |
| com.esotericsoftware | minlog | 1.3.0 |
| com.fasterxml | classmate | 1.0.0 |
| com.fasterxml.jackson.core | jackson-annotations | 2.6.7 |
| com.fasterxml.jackson.core | jackson-core | 2.6.7 |
| com.fasterxml.jackson.core | jackson-databind | 2.6.7.1 |
| com.fasterxml.jackson.dataformat | jackson-dataformat-cbor | 2.6.7 |
| com.fasterxml.jackson.datatype | jackson-datatype-joda | 2.6.7 |
| com.fasterxml.jackson.module | jackson-module-paranamer | 2.6.7 |
| com.fasterxml.jackson.module | jackson-module-scala_2.10 | 2.6.7.1 |
| com.github.fommil | jniloader | 1.1 |
| com.github.fommil.netlib | 코어 | 1.1.2 |
| com.github.fommil.netlib | native_ref-java | 1.1 |
| com.github.fommil.netlib | native_ref-java-natives | 1.1 |
| com.github.fommil.netlib | native_system-java | 1.1 |
| com.github.fommil.netlib | native_system-java-natives | 1.1 |
| com.github.fommil.netlib | netlib-native_ref-linux-x86_64-natives | 1.1 |
| com.github.fommil.netlib | netlib-native_system-linux-x86_64-natives | 1.1 |
| com.github.rwl | jtransforms | 2.4.0 |
| com.google.code.findbugs | jsr305 | 2.0.1 |
| com.google.code.gson | gson | 2.2.4 |
| com.google.guava | guava | 15.0 |
| com.google.protobuf | protobuf-java | 2.6.1 |
| com.googlecode.javaewah | JavaEWAH | 0.3.2 |
| com.h2database | h2 | 1.3.174 |
| com.jamesmurty.utils | java-xmlbuilder | 1.0 |
| com.jcraft | jsch | 0.1.50 |
| com.jolbox | bonecp | 0.8.0.RELEASE |
| com.mchange | c3p0 | 0.9.5.1 |
| com.mchange | mchange-commons-java | 0.2.10 |
| com.microsoft.azure | azure-data-lake-store-sdk | 2.0.11 |
| com.microsoft.sqlserver | mssql-jdbc | 6.1.0.jre8 |
| com.ning | compress-lzf | 1.0.3 |
| com.sun.mail | javax.mail | 1.5.2 |
| com.thoughtworks.paranamer | paranamer | 2.6 |
| com.trueaccord.lenses | lenses_2.10 | 0.3 |
| com.twitter | chill-java | 0.8.0 |
| com.twitter | chill_2.10 | 0.8.0 |
| com.twitter | parquet-hadoop-bundle | 1.6.0 |
| com.twitter | util-app_2.10 | 6.23.0 |
| com.twitter | util-core_2.10 | 6.23.0 |
| com.twitter | util-jvm_2.10 | 6.23.0 |
| com.typesafe | config | 1.2.1 |
| com.typesafe | scalalogging-slf4j_2.10 | 1.1.0 |
| com.univocity | univocity-parsers | 2.2.1 |
| com.vlkan | flatbuffers | 1.2.0-3f79e055 |
| com.zaxxer | HikariCP | 2.4.1 |
| commons-beanutils | commons-beanutils | 1.7.0 |
| commons-beanutils | commons-beanutils-core | 1.8.0 |
| commons-cli | commons-cli | 1.2 |
| commons-codec | commons-codec | 1.10 |
| commons-collections | commons-collections | 3.2.2 |
| commons-configuration | commons-configuration | 1.6 |
| commons-dbcp | commons-dbcp | 1.4 |
| commons-digester | commons-digester | 1.8 |
| commons-httpclient | commons-httpclient | 3.1 |
| commons-io | commons-io | 2.4 |
| commons-lang | commons-lang | 2.6 |
| commons-logging | commons-logging | 1.1.3 |
| commons-net | commons-net | 2.2 |
| commons-pool | commons-pool | 1.5.4 |
| info.ganglia.gmetric4j | gmetric4j | 1.0.7 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.dropwizard.metrics | metrics-ganglia | 3.1.2 |
| io.dropwizard.metrics | metrics-graphite | 3.1.2 |
| io.dropwizard.metrics | metrics-healthchecks | 3.1.2 |
| io.dropwizard.metrics | metrics-jetty9 | 3.1.2 |
| io.dropwizard.metrics | metrics-json | 3.1.2 |
| io.dropwizard.metrics | metrics-jvm | 3.1.2 |
| io.dropwizard.metrics | metrics-log4j | 3.1.2 |
| io.dropwizard.metrics | metrics-servlets | 3.1.2 |
| io.netty | netty | 3.9.9.Final |
| io.netty | netty-all | 4.0.43.Final |
| io.prometheus | simpleclient | 0.0.16 |
| io.prometheus | simpleclient_common | 0.0.16 |
| io.prometheus | simpleclient_dropwizard | 0.0.16 |
| io.prometheus | simpleclient_servlet | 0.0.16 |
| io.prometheus.jmx | 수집기 | 0.7 |
| javax.activation | activation | 1.1.1 |
| javax.annotation | javax.annotation-api | 1.2 |
| javax.el | javax.el-api | 2.2.4 |
| javax.jdo | jdo-api | 3.0.1 |
| javax.servlet | javax.servlet-api | 3.1.0 |
| javax.servlet.jsp | jsp-api | 2.1 |
| javax.transaction | Jta | 1.1 |
| javax.validation | validation-api | 1.1.0.Final |
| javax.ws.rs | javax.ws.rs-api | 2.0.1 |
| javax.xml.bind | jaxb-api | 2.2.2 |
| javax.xml.stream | stax-api | 1.0-2 |
| javolution | javolution | 5.5.1 |
| jline | jline | 2.11 |
| joda-time | joda-time | 2.9.3 |
| log4j | apache-log4j-extras | 1.2.17 |
| log4j | log4j | 1.2.17 |
| mx4j | mx4j | 3.0.2 |
| net.hydromatic | eigenbase-properties | 1.1.5 |
| net.iharder | base64 | 2.3.8 |
| net.java.dev.jets3t | jets3t | 0.9.3 |
| net.jpountz.lz4 | lz4 | 1.3.0 |
| net.razorvine | pyrolite | 4.13 |
| net.sf.jpam | jpam | 1.1 |
| net.sf.opencsv | opencsv | 2.3 |
| net.sf.supercsv | super-csv | 2.2.0 |
| net.sourceforge.f2j | arpack_combined_all | 0.1 |
| org.acplt | oncrpc | 1.0.7 |
| org.antlr | ST4 | 4.0.4 |
| org.antlr | antlr-runtime | 3.4 |
| org.antlr | antlr4-runtime | 4.5.3 |
| org.antlr | stringtemplate | 3.2.1 |
| org.apache.ant | 최근 | 1.9.2 |
| org.apache.ant | ant-jsch | 1.9.2 |
| org.apache.ant | ant-launcher | 1.9.2 |
| org.apache.arrow | arrow-format | 0.4.0 |
| org.apache.arrow | arrow-memory | 0.4.0 |
| org.apache.arrow | arrow-vector | 0.4.0 |
| org.apache.avro | Avro | 1.7.7 |
| org.apache.avro | avro-ipc | 1.7.7 |
| org.apache.avro | avro-ipc-tests | 1.7.7 |
| org.apache.avro | avro-mapred-hadoop2 | 1.7.7 |
| org.apache.calcite | calcite-avatica | 1.2.0-incubating |
| org.apache.calcite | calcite-core | 1.2.0-incubating |
| org.apache.calcite | calcite-linq4j | 1.2.0-incubating |
| org.apache.commons | commons-compress | 1.4.1 |
| org.apache.commons | commons-crypto | 1.0.0 |
| org.apache.commons | commons-lang3 | 3.5 |
| org.apache.commons | commons-math3 | 3.4.1 |
| org.apache.curator | curator-client | 2.6.0 |
| org.apache.curator | curator-framework | 2.6.0 |
| org.apache.curator | curator-recipes | 2.6.0 |
| org.apache.derby | derby | 10.10.2.0 |
| org.apache.directory.api | api-asn1-api | 1.0.0-M20 |
| org.apache.directory.api | api-util | 1.0.0-M20 |
| org.apache.directory.server | apacheds-i18n | 2.0.0-M15 |
| org.apache.directory.server | apacheds-kerberos-codec | 2.0.0-M15 |
| org.apache.hadoop | hadoop-annotations | 2.7.3 |
| org.apache.hadoop | hadoop-auth | 2.7.3 |
| org.apache.hadoop | hadoop-client | 2.7.3 |
| org.apache.hadoop | hadoop-common | 2.7.3 |
| org.apache.hadoop | hadoop-hdfs | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-app | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-common | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-core | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-jobclient | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-shuffle | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-api | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-client | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-common | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-server-common | 2.7.3 |
| org.apache.htrace | htrace-core | 3.1.0-incubating |
| org.apache.httpcomponents | httpclient | 4.5.2 |
| org.apache.httpcomponents | httpcore | 4.4.4 |
| org.apache.ivy | 아이비 | 2.4.0 |
| org.apache.parquet | parquet-column | 1.8.2-databricks1 |
| org.apache.parquet | parquet-common | 1.8.2-databricks1 |
| org.apache.parquet | parquet-encoding | 1.8.2-databricks1 |
| org.apache.parquet | parquet-format | 2.3.1 |
| org.apache.parquet | parquet-hadoop | 1.8.2-databricks1 |
| org.apache.parquet | parquet-jackson | 1.8.2-databricks1 |
| org.apache.thrift | libfb303 | 0.9.3 |
| org.apache.thrift | libthrift | 0.9.3 |
| org.apache.xbean | xbean-asm5-shaded | 4.4 |
| org.apache.zookeeper | zookeeper | 3.4.6 |
| org.bouncycastle | bcprov-jdk15on | 1.51 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-jaxrs | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.codehaus.jackson | jackson-xc | 1.9.13 |
| org.codehaus.janino | commons-compiler | 3.0.0 |
| org.codehaus.janino | janino | 3.0.0 |
| org.datanucleus | datanucleus-api-jdo | 3.2.6 |
| org.datanucleus | datanucleus-core | 3.2.10 |
| org.datanucleus | datanucleus-rdbms | 3.2.9 |
| org.eclipse.jetty | jetty-client | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-continuation | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-http | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-io | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-jndi | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-plus | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-proxy | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-security | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-server | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-servlet | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-servlets | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-util | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-webapp | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-xml | 9.3.11.v20160721 |
| org.fusesource.jansi | jansi | 1.4 |
| org.fusesource.leveldbjni | leveldbjni-all | 1.8 |
| org.glassfish.hk2 | hk2-api | 2.4.0-b34 |
| org.glassfish.hk2 | hk2-locator | 2.4.0-b34 |
| org.glassfish.hk2 | hk2-utils | 2.4.0-b34 |
| org.glassfish.hk2 | osgi-resource-locator | 1.0.1 |
| org.glassfish.hk2.external | aopalliance-repackaged | 2.4.0-b34 |
| org.glassfish.hk2.external | javax.inject | 2.4.0-b34 |
| org.glassfish.jersey.bundles.repackaged | jersey-guava | 2.22.2 |
| org.glassfish.jersey.containers | jersey-container-servlet | 2.22.2 |
| org.glassfish.jersey.containers | jersey-container-servlet-core | 2.22.2 |
| org.glassfish.jersey.core | jersey-client | 2.22.2 |
| org.glassfish.jersey.core | jersey-common | 2.22.2 |
| org.glassfish.jersey.core | jersey-server | 2.22.2 |
| org.glassfish.jersey.media | jersey-media-jaxb | 2.22.2 |
| org.hibernate | hibernate-validator | 5.1.1.Final |
| org.iq80.snappy | snappy | 0.2 |
| org.javassist | javassist | 3.18.1-GA |
| org.jboss.logging | jboss-logging | 3.1.3.GA |
| org.jdbi | jdbi | 2.63.1 |
| org.joda | joda-convert | 1.7 |
| org.jodd | jodd-core | 3.5.2 |
| org.jpmml | pmml-model | 1.2.15 |
| org.jpmml | pmml-schema | 1.2.15 |
| org.json4s | json4s-ast_2.10 | 3.2.11 |
| org.json4s | json4s-core_2.10 | 3.2.11 |
| org.json4s | json4s-jackson_2.10 | 3.2.11 |
| org.mariadb.jdbc | mariadb-java-client | 2.1.2 |
| org.mockito | mockito-all | 1.9.5 |
| org.objenesis | objenesis | 2.1 |
| org.postgresql | postgresql | 9.4-1204-jdbc41 |
| org.roaringbitmap | RoaringBitmap | 0.5.11 |
| org.rocksdb | rocksdbjni | 5.2.1 |
| org.rosuda.REngine | REngine | 2.1.0 |
| org.scala-lang | jline | 2.10.6 |
| org.scala-lang | scala-compiler_2.10 | 2.10.6 |
| org.scala-lang | scala-library_2.10 | 2.10.6 |
| org.scala-lang | scala-reflect_2.10 | 2.10.6 |
| org.scala-lang | scalap_2.10 | 2.10.6 |
| org.scala-sbt | test-interface | 1.0 |
| org.scalacheck | scalacheck_2.10 | 1.12.5 |
| org.scalamacros | quasiquotes_2.10 | 2.0.0 |
| org.scalanlp | breeze-macros_2.10 | 0.13.2 |
| org.scalanlp | breeze_2.10 | 0.13.2 |
| org.scalatest | scalatest_2.10 | 2.2.6 |
| org.slf4j | jcl-over-slf4j | 1.7.16 |
| org.slf4j | jul-to-slf4j | 1.7.16 |
| org.slf4j | slf4j-api | 1.7.16 |
| org.slf4j | slf4j-log4j12 | 1.7.16 |
| org.spark-project.hive | hive-beeline | 1.2.1.spark2 |
| org.spark-project.hive | hive-cli | 1.2.1.spark2 |
| org.spark-project.hive | hive-exec | 1.2.1.spark2 |
| org.spark-project.hive | hive-jdbc | 1.2.1.spark2 |
| org.spark-project.hive | hive-metastore | 1.2.1.spark2 |
| org.spark-project.spark | unused | 1.0.0 |
| org.spire-math | spire-macros_2.10 | 0.13.0 |
| org.spire-math | spire_2.10 | 0.13.0 |
| org.springframework | spring-core | 4.1.4.RELEASE |
| org.springframework | spring-test | 4.1.4.RELEASE |
| org.tukaani | xz | 1.0 |
| org.typelevel | machinist_2.10 | 0.6.1 |
| org.typelevel | macro-compat_2.10 | 1.1.1 |
| org.xerial | sqlite-jdbc | 3.8.11.2 |
| org.xerial.snappy | snappy-java | 1.1.2.6 |
| org.yaml | snakeyaml | 1.16 |
| oro | oro | 2.0.8 |
| software.amazon.ion | ion-java | 1.0.2 |
| stax | stax-api | 1.0.1 |
| xmlenc | xmlenc | 0.52 |
미리 설치된 Java 및 Scala 라이브러리(Scala 2.11 클러스터 버전)
| 그룹 ID | 아티팩트 ID | 버전 |
|---|---|---|
| antlr | antlr | 2.7.7 |
| com.amazonaws | amazon-kinesis-client | 1.7.3 |
| com.amazonaws | aws-java-sdk-autoscaling | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudformation | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudfront | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudhsm | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudsearch | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudtrail | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudwatch | 1.11.126 |
| com.amazonaws | aws-java-sdk-cloudwatchmetrics | 1.11.126 |
| com.amazonaws | aws-java-sdk-codedeploy | 1.11.126 |
| com.amazonaws | aws-java-sdk-cognitoidentity | 1.11.126 |
| com.amazonaws | aws-java-sdk-cognitosync | 1.11.126 |
| com.amazonaws | aws-java-sdk-config | 1.11.126 |
| com.amazonaws | aws-java-sdk-core | 1.11.126 |
| com.amazonaws | aws-java-sdk-datapipeline | 1.11.126 |
| com.amazonaws | aws-java-sdk-directconnect | 1.11.126 |
| com.amazonaws | aws-java-sdk-directory | 1.11.126 |
| com.amazonaws | aws-java-sdk-dynamodb | 1.11.126 |
| com.amazonaws | aws-java-sdk-ec2 | 1.11.126 |
| com.amazonaws | aws-java-sdk-ecs | 1.11.126 |
| com.amazonaws | aws-java-sdk-efs | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticache | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticbeanstalk | 1.11.126 |
| com.amazonaws | aws-java-sdk-elasticloadbalancing | 1.11.126 |
| com.amazonaws | aws-java-sdk-elastictranscoder | 1.11.126 |
| com.amazonaws | aws-java-sdk-emr | 1.11.126 |
| com.amazonaws | aws-java-sdk-glacier | 1.11.126 |
| com.amazonaws | aws-java-sdk-iam | 1.11.126 |
| com.amazonaws | aws-java-sdk-importexport | 1.11.126 |
| com.amazonaws | aws-java-sdk-kinesis | 1.11.126 |
| com.amazonaws | aws-java-sdk-kms | 1.11.126 |
| com.amazonaws | aws-java-sdk-lambda | 1.11.126 |
| com.amazonaws | aws-java-sdk-logs | 1.11.126 |
| com.amazonaws | aws-java-sdk-machinelearning | 1.11.126 |
| com.amazonaws | aws-java-sdk-opsworks | 1.11.126 |
| com.amazonaws | aws-java-sdk-rds | 1.11.126 |
| com.amazonaws | aws-java-sdk-redshift | 1.11.126 |
| com.amazonaws | aws-java-sdk-route53 | 1.11.126 |
| com.amazonaws | aws-java-sdk-s3 | 1.11.126 |
| com.amazonaws | aws-java-sdk-ses | 1.11.126 |
| com.amazonaws | aws-java-sdk-simpledb | 1.11.126 |
| com.amazonaws | aws-java-sdk-simpleworkflow | 1.11.126 |
| com.amazonaws | aws-java-sdk-sns | 1.11.126 |
| com.amazonaws | aws-java-sdk-sqs | 1.11.126 |
| com.amazonaws | aws-java-sdk-ssm | 1.11.126 |
| com.amazonaws | aws-java-sdk-storagegateway | 1.11.126 |
| com.amazonaws | aws-java-sdk-sts | 1.11.126 |
| com.amazonaws | aws-java-sdk-support | 1.11.126 |
| com.amazonaws | aws-java-sdk-swf-libraries | 1.11.22 |
| com.amazonaws | aws-java-sdk-workspaces | 1.11.126 |
| com.amazonaws | jmespath-java | 1.11.126 |
| com.carrotsearch | hppc | 0.7.1 |
| com.chuusai | shapeless_2.11 | 2.3.2 |
| com.clearspring.analytics | stream | 2.7.0 |
| com.databricks | Rserve | 1.8-3 |
| com.databricks | dbml-local_2.11 | 0.2.2-db1-spark2.2 |
| com.databricks | dbml-local_2.11-tests | 0.2.2-db1-spark2.2 |
| com.databricks | jets3t | 0.7.1-0 |
| com.databricks.scalapb | compilerplugin_2.11 | 0.4.15-9 |
| com.databricks.scalapb | scalapb-runtime_2.11 | 0.4.15-9 |
| com.esotericsoftware | kryo-shaded | 3.0.3 |
| com.esotericsoftware | minlog | 1.3.0 |
| com.fasterxml | classmate | 1.0.0 |
| com.fasterxml.jackson.core | jackson-annotations | 2.6.7 |
| com.fasterxml.jackson.core | jackson-core | 2.6.7 |
| com.fasterxml.jackson.core | jackson-databind | 2.6.7.1 |
| com.fasterxml.jackson.dataformat | jackson-dataformat-cbor | 2.6.7 |
| com.fasterxml.jackson.datatype | jackson-datatype-joda | 2.6.7 |
| com.fasterxml.jackson.module | jackson-module-paranamer | 2.6.7 |
| com.fasterxml.jackson.module | jackson-module-scala_2.11 | 2.6.7.1 |
| com.github.fommil | jniloader | 1.1 |
| com.github.fommil.netlib | 코어 | 1.1.2 |
| com.github.fommil.netlib | native_ref-java | 1.1 |
| com.github.fommil.netlib | native_ref-java-natives | 1.1 |
| com.github.fommil.netlib | native_system-java | 1.1 |
| com.github.fommil.netlib | native_system-java-natives | 1.1 |
| com.github.fommil.netlib | netlib-native_ref-linux-x86_64-natives | 1.1 |
| com.github.fommil.netlib | netlib-native_system-linux-x86_64-natives | 1.1 |
| com.github.rwl | jtransforms | 2.4.0 |
| com.google.code.findbugs | jsr305 | 2.0.1 |
| com.google.code.gson | gson | 2.2.4 |
| com.google.guava | guava | 15.0 |
| com.google.protobuf | protobuf-java | 2.6.1 |
| com.googlecode.javaewah | JavaEWAH | 0.3.2 |
| com.h2database | h2 | 1.3.174 |
| com.jamesmurty.utils | java-xmlbuilder | 1.0 |
| com.jcraft | jsch | 0.1.50 |
| com.jolbox | bonecp | 0.8.0.RELEASE |
| com.mchange | c3p0 | 0.9.5.1 |
| com.mchange | mchange-commons-java | 0.2.10 |
| com.microsoft.azure | azure-data-lake-store-sdk | 2.0.11 |
| com.microsoft.sqlserver | mssql-jdbc | 6.1.0.jre8 |
| com.ning | compress-lzf | 1.0.3 |
| com.sun.mail | javax.mail | 1.5.2 |
| com.thoughtworks.paranamer | paranamer | 2.6 |
| com.trueaccord.lenses | lenses_2.11 | 0.3 |
| com.twitter | chill-java | 0.8.0 |
| com.twitter | chill_2.11 | 0.8.0 |
| com.twitter | parquet-hadoop-bundle | 1.6.0 |
| com.twitter | util-app_2.11 | 6.23.0 |
| com.twitter | util-core_2.11 | 6.23.0 |
| com.twitter | util-jvm_2.11 | 6.23.0 |
| com.typesafe | config | 1.2.1 |
| com.typesafe.scala-logging | scala-logging-api_2.11 | 2.1.2 |
| com.typesafe.scala-logging | scala-logging-slf4j_2.11 | 2.1.2 |
| com.univocity | univocity-parsers | 2.2.1 |
| com.vlkan | flatbuffers | 1.2.0-3f79e055 |
| com.zaxxer | HikariCP | 2.4.1 |
| commons-beanutils | commons-beanutils | 1.7.0 |
| commons-beanutils | commons-beanutils-core | 1.8.0 |
| commons-cli | commons-cli | 1.2 |
| commons-codec | commons-codec | 1.10 |
| commons-collections | commons-collections | 3.2.2 |
| commons-configuration | commons-configuration | 1.6 |
| commons-dbcp | commons-dbcp | 1.4 |
| commons-digester | commons-digester | 1.8 |
| commons-httpclient | commons-httpclient | 3.1 |
| commons-io | commons-io | 2.4 |
| commons-lang | commons-lang | 2.6 |
| commons-logging | commons-logging | 1.1.3 |
| commons-net | commons-net | 2.2 |
| commons-pool | commons-pool | 1.5.4 |
| info.ganglia.gmetric4j | gmetric4j | 1.0.7 |
| io.dropwizard.metrics | metrics-core | 3.1.2 |
| io.dropwizard.metrics | metrics-ganglia | 3.1.2 |
| io.dropwizard.metrics | metrics-graphite | 3.1.2 |
| io.dropwizard.metrics | metrics-healthchecks | 3.1.2 |
| io.dropwizard.metrics | metrics-jetty9 | 3.1.2 |
| io.dropwizard.metrics | metrics-json | 3.1.2 |
| io.dropwizard.metrics | metrics-jvm | 3.1.2 |
| io.dropwizard.metrics | metrics-log4j | 3.1.2 |
| io.dropwizard.metrics | metrics-servlets | 3.1.2 |
| io.netty | netty | 3.9.9.Final |
| io.netty | netty-all | 4.0.43.Final |
| io.prometheus | simpleclient | 0.0.16 |
| io.prometheus | simpleclient_common | 0.0.16 |
| io.prometheus | simpleclient_dropwizard | 0.0.16 |
| io.prometheus | simpleclient_servlet | 0.0.16 |
| io.prometheus.jmx | 수집기 | 0.7 |
| javax.activation | activation | 1.1.1 |
| javax.annotation | javax.annotation-api | 1.2 |
| javax.el | javax.el-api | 2.2.4 |
| javax.jdo | jdo-api | 3.0.1 |
| javax.servlet | javax.servlet-api | 3.1.0 |
| javax.servlet.jsp | jsp-api | 2.1 |
| javax.transaction | Jta | 1.1 |
| javax.validation | validation-api | 1.1.0.Final |
| javax.ws.rs | javax.ws.rs-api | 2.0.1 |
| javax.xml.bind | jaxb-api | 2.2.2 |
| javax.xml.stream | stax-api | 1.0-2 |
| javolution | javolution | 5.5.1 |
| jline | jline | 2.11 |
| joda-time | joda-time | 2.9.3 |
| log4j | apache-log4j-extras | 1.2.17 |
| log4j | log4j | 1.2.17 |
| mx4j | mx4j | 3.0.2 |
| net.hydromatic | eigenbase-properties | 1.1.5 |
| net.iharder | base64 | 2.3.8 |
| net.java.dev.jets3t | jets3t | 0.9.3 |
| net.jpountz.lz4 | lz4 | 1.3.0 |
| net.razorvine | pyrolite | 4.13 |
| net.sf.jpam | jpam | 1.1 |
| net.sf.opencsv | opencsv | 2.3 |
| net.sf.supercsv | super-csv | 2.2.0 |
| net.sourceforge.f2j | arpack_combined_all | 0.1 |
| org.acplt | oncrpc | 1.0.7 |
| org.antlr | ST4 | 4.0.4 |
| org.antlr | antlr-runtime | 3.4 |
| org.antlr | antlr4-runtime | 4.5.3 |
| org.antlr | stringtemplate | 3.2.1 |
| org.apache.ant | 최근 | 1.9.2 |
| org.apache.ant | ant-jsch | 1.9.2 |
| org.apache.ant | ant-launcher | 1.9.2 |
| org.apache.arrow | arrow-format | 0.4.0 |
| org.apache.arrow | arrow-memory | 0.4.0 |
| org.apache.arrow | arrow-vector | 0.4.0 |
| org.apache.avro | Avro | 1.7.7 |
| org.apache.avro | avro-ipc | 1.7.7 |
| org.apache.avro | avro-ipc-tests | 1.7.7 |
| org.apache.avro | avro-mapred-hadoop2 | 1.7.7 |
| org.apache.calcite | calcite-avatica | 1.2.0-incubating |
| org.apache.calcite | calcite-core | 1.2.0-incubating |
| org.apache.calcite | calcite-linq4j | 1.2.0-incubating |
| org.apache.commons | commons-compress | 1.4.1 |
| org.apache.commons | commons-crypto | 1.0.0 |
| org.apache.commons | commons-lang3 | 3.5 |
| org.apache.commons | commons-math3 | 3.4.1 |
| org.apache.curator | curator-client | 2.6.0 |
| org.apache.curator | curator-framework | 2.6.0 |
| org.apache.curator | curator-recipes | 2.6.0 |
| org.apache.derby | derby | 10.10.2.0 |
| org.apache.directory.api | api-asn1-api | 1.0.0-M20 |
| org.apache.directory.api | api-util | 1.0.0-M20 |
| org.apache.directory.server | apacheds-i18n | 2.0.0-M15 |
| org.apache.directory.server | apacheds-kerberos-codec | 2.0.0-M15 |
| org.apache.hadoop | hadoop-annotations | 2.7.3 |
| org.apache.hadoop | hadoop-auth | 2.7.3 |
| org.apache.hadoop | hadoop-client | 2.7.3 |
| org.apache.hadoop | hadoop-common | 2.7.3 |
| org.apache.hadoop | hadoop-hdfs | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-app | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-common | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-core | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-jobclient | 2.7.3 |
| org.apache.hadoop | hadoop-mapreduce-client-shuffle | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-api | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-client | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-common | 2.7.3 |
| org.apache.hadoop | hadoop-yarn-server-common | 2.7.3 |
| org.apache.htrace | htrace-core | 3.1.0-incubating |
| org.apache.httpcomponents | httpclient | 4.5.2 |
| org.apache.httpcomponents | httpcore | 4.4.4 |
| org.apache.ivy | 아이비 | 2.4.0 |
| org.apache.parquet | parquet-column | 1.8.2-databricks1 |
| org.apache.parquet | parquet-common | 1.8.2-databricks1 |
| org.apache.parquet | parquet-encoding | 1.8.2-databricks1 |
| org.apache.parquet | parquet-format | 2.3.1 |
| org.apache.parquet | parquet-hadoop | 1.8.2-databricks1 |
| org.apache.parquet | parquet-jackson | 1.8.2-databricks1 |
| org.apache.thrift | libfb303 | 0.9.3 |
| org.apache.thrift | libthrift | 0.9.3 |
| org.apache.xbean | xbean-asm5-shaded | 4.4 |
| org.apache.zookeeper | zookeeper | 3.4.6 |
| org.bouncycastle | bcprov-jdk15on | 1.51 |
| org.codehaus.jackson | jackson-core-asl | 1.9.13 |
| org.codehaus.jackson | jackson-jaxrs | 1.9.13 |
| org.codehaus.jackson | jackson-mapper-asl | 1.9.13 |
| org.codehaus.jackson | jackson-xc | 1.9.13 |
| org.codehaus.janino | commons-compiler | 3.0.0 |
| org.codehaus.janino | janino | 3.0.0 |
| org.datanucleus | datanucleus-api-jdo | 3.2.6 |
| org.datanucleus | datanucleus-core | 3.2.10 |
| org.datanucleus | datanucleus-rdbms | 3.2.9 |
| org.eclipse.jetty | jetty-client | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-continuation | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-http | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-io | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-jndi | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-plus | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-proxy | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-security | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-server | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-servlet | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-servlets | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-util | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-webapp | 9.3.11.v20160721 |
| org.eclipse.jetty | jetty-xml | 9.3.11.v20160721 |
| org.fusesource.leveldbjni | leveldbjni-all | 1.8 |
| org.glassfish.hk2 | hk2-api | 2.4.0-b34 |
| org.glassfish.hk2 | hk2-locator | 2.4.0-b34 |
| org.glassfish.hk2 | hk2-utils | 2.4.0-b34 |
| org.glassfish.hk2 | osgi-resource-locator | 1.0.1 |
| org.glassfish.hk2.external | aopalliance-repackaged | 2.4.0-b34 |
| org.glassfish.hk2.external | javax.inject | 2.4.0-b34 |
| org.glassfish.jersey.bundles.repackaged | jersey-guava | 2.22.2 |
| org.glassfish.jersey.containers | jersey-container-servlet | 2.22.2 |
| org.glassfish.jersey.containers | jersey-container-servlet-core | 2.22.2 |
| org.glassfish.jersey.core | jersey-client | 2.22.2 |
| org.glassfish.jersey.core | jersey-common | 2.22.2 |
| org.glassfish.jersey.core | jersey-server | 2.22.2 |
| org.glassfish.jersey.media | jersey-media-jaxb | 2.22.2 |
| org.hibernate | hibernate-validator | 5.1.1.Final |
| org.iq80.snappy | snappy | 0.2 |
| org.javassist | javassist | 3.18.1-GA |
| org.jboss.logging | jboss-logging | 3.1.3.GA |
| org.jdbi | jdbi | 2.63.1 |
| org.joda | joda-convert | 1.7 |
| org.jodd | jodd-core | 3.5.2 |
| org.jpmml | pmml-model | 1.2.15 |
| org.jpmml | pmml-schema | 1.2.15 |
| org.json4s | json4s-ast_2.11 | 3.2.11 |
| org.json4s | json4s-core_2.11 | 3.2.11 |
| org.json4s | json4s-jackson_2.11 | 3.2.11 |
| org.mariadb.jdbc | mariadb-java-client | 2.1.2 |
| org.mockito | mockito-all | 1.9.5 |
| org.objenesis | objenesis | 2.1 |
| org.postgresql | postgresql | 9.4-1204-jdbc41 |
| org.roaringbitmap | RoaringBitmap | 0.5.11 |
| org.rocksdb | rocksdbjni | 5.2.1 |
| org.rosuda.REngine | REngine | 2.1.0 |
| org.scala-lang | scala-compiler_2.11 | 2.11.8 |
| org.scala-lang | scala-library_2.11 | 2.11.8 |
| org.scala-lang | scala-reflect_2.11 | 2.11.8 |
| org.scala-lang | scalap_2.11 | 2.11.8 |
| org.scala-lang.modules | scala-parser-combinators_2.11 | 1.0.2 |
| org.scala-lang.modules | scala-xml_2.11 | 1.0.2 |
| org.scala-sbt | test-interface | 1.0 |
| org.scalacheck | scalacheck_2.11 | 1.12.5 |
| org.scalanlp | breeze-macros_2.11 | 0.13.2 |
| org.scalanlp | breeze_2.11 | 0.13.2 |
| org.scalatest | scalatest_2.11 | 2.2.6 |
| org.slf4j | jcl-over-slf4j | 1.7.16 |
| org.slf4j | jul-to-slf4j | 1.7.16 |
| org.slf4j | slf4j-api | 1.7.16 |
| org.slf4j | slf4j-log4j12 | 1.7.16 |
| org.spark-project.hive | hive-beeline | 1.2.1.spark2 |
| org.spark-project.hive | hive-cli | 1.2.1.spark2 |
| org.spark-project.hive | hive-exec | 1.2.1.spark2 |
| org.spark-project.hive | hive-jdbc | 1.2.1.spark2 |
| org.spark-project.hive | hive-metastore | 1.2.1.spark2 |
| org.spark-project.spark | unused | 1.0.0 |
| org.spire-math | spire-macros_2.11 | 0.13.0 |
| org.spire-math | spire_2.11 | 0.13.0 |
| org.springframework | spring-core | 4.1.4.RELEASE |
| org.springframework | spring-test | 4.1.4.RELEASE |
| org.tukaani | xz | 1.0 |
| org.typelevel | machinist_2.11 | 0.6.1 |
| org.typelevel | macro-compat_2.11 | 1.1.1 |
| org.xerial | sqlite-jdbc | 3.8.11.2 |
| org.xerial.snappy | snappy-java | 1.1.2.6 |
| org.yaml | snakeyaml | 1.16 |
| oro | oro | 2.0.8 |
| software.amazon.ion | ion-java | 1.0.2 |
| stax | stax-api | 1.0.1 |
| xmlenc | xmlenc | 0.52 |