Databricks Runtime 6.2 (stöds inte)
Databricks släppte den här bilden i december 2019.
Följande viktig information innehåller information om Databricks Runtime 6.2 som drivs av Apache Spark.
Nya funktioner
Delta Lake insert-only merge är optimerad
Prestanda för Delta Lake-sammanslagningsåtgärder som inte har några uppdateringssatser har optimerats. Skrivningar som görs av sådana infogningsåtgärder lägger nu bara till data och ändrar inte befintliga data, vilket gör att underordnade strömmande frågor kontinuerligt kan läsa de bifogade data. Detta har bättre stöd för sammanslagningsbaserad deduplicering: batch- eller strömmande ETL-jobb kan skriva deduplicerade data till tabeller med hjälp av sammanfogning endast för infogning, och underordnade strömmande frågor kan kontinuerligt läsa dessa deduplicerade data.
Förbättringar
display()kolumnerBinaryTypetrunkeras automatiskt till base64-kodningen för de första 128 byteen i stället för alla byte. Om fältet trunkeras visas"(truncated)"i slutet.- Uppgraderade flera installerade R-bibliotek. Se Installerade R-bibliotek.
Utfasningar
display() modeller spark.mllib är inaktuella och tas bort i nästa större version. Azure Databricks rekommenderar att du använder spark.ml modeller.
Apache Spark
Databricks Runtime 6.2 innehåller Apache Spark 2.4.4. Den här versionen innehåller alla Spark-korrigeringar och förbättringar som ingår i Databricks Runtime 6.1 (stöds inte) samt följande ytterligare felkorrigeringar och förbättringar som gjorts i Spark:
- [SPARK-29875][PYTHON] [SQL] Undvik att använda inaktuella pyarrow.open_stream API i Spark 2.4.x
- [SPARK-29001][CORE] Utskriftshändelser som tar för lång tid att bearbeta
- [SPARK-29850][SQL] sort-merge-join en tom tabell bör inte ha minnesläckage
- [SPARK-29790][DOC] Observera nödvändig port för Kube API
- [SPARK-29743][SQL]-exemplet bör ange needCopyResult till sant om dess underordnade
- [SPARK-29651][SQL] Åtgärda parsning av bråk i intervallsekunder
- [SPARK-29604][SQL] Framtvinga initiering av SessionState innan HiveClient initieras i SparkSQLEnv
- [SPARK-29637][CORE] Lägg till beskrivning i JOBB-SHS-webb-API
- [SPARK-26985][CORE] Åtgärda "endast åtkomst till en kolumn med alla kolumner" för arkitektur med stora slutpunkter
- [SPARK-29498][SQL] CatalogTable till HiveTable bör inte ändra tabellens ägarskap
- [SPARK-29530][SQL] Gör SQLConf i SQL-parsningsprocessen säker
- [SPARK-21287][SQL] Ta bort kravet på fetch_size>=0 från JDBCOptions
- [SPARK-29081]Ersätt anrop till SerializationUtils.clone på egenskaper med en snabbare implementering
- [SPARK-21492][SQL] [FÖLJ UPP] Omimplement UnsafeExternalRowSorter i iterator med databasformat
- [SPARK-21492][SQL] Åtgärda minnesläcka i SortMergeJoin
- [SPARK-29556][CORE] Undvik att placera begärandesökvägen i felsvar i ErrorServlet
- [SPARK-29494][SQL] Korrigering för ArrayOutofBoundsException vid konvertering av sträng till tidsstämpel
- [SPARK-27259][CORE] Tillåt inställning -1 som längd för FileBlock
- [SPARK-29445][CORE] Bump netty-all från 4.1.39.Final till 4.1.42.Final
- [SPARK-29410] Uppdatera commons-beanutils till 1.9.4
- [SPARK-28917][CORE] Synkronisera åtkomst till rdd-föränderligt tillstånd
- [SPARK-28476][SQL] Stöd FÖR ALTER DATABASE SET LOCATION
- [SPARK-29048] Förbättra prestanda för Column.isInCollection() med en stor samling
- [SPARK-28962][SQL] Ange indexargument för att filtrera lambda-funktioner
- [SPARK-25753][CORE] Åtgärda läsning av små filer via BinaryFileRDD
- [SPARK-28140][MLLIB] [PYTHON] Acceptera DataFrames i RowMatrix- och IndexedRowMatrix-konstruktorer
- [SPARK-29244][CORE] Förhindra frigjord sida i BytesToBytesMap kostnadsfritt igen
- [SPARK-29055][CORE] Uppdatera drivrutins-/körminnet när block tas bort från BlockManager
- [SPARK-29186][SQL] AliasIdentifier ska konverteras till Json i prettyJson
- [SPARK-29186][SQL] AliasIdentifier ska konverteras till Json i prettyJson
- [SPARK-29247][SQL] Redigera känslig information i när du skapar HiveClientHive.state
- [SPARK-29263][SCHEDULER] Uppdatera tillgängligaSlots i resourceOffers() innan du kontrollerar tillgängliga platser för barriäraktivitetUppsättning
- [SPARK-29240][PYTHON] Skicka Py4J-kolumninstans för att stödja PySpark-kolumnen i element_at funktion
- [SPARK-29213][SQL] Generera extra IsNotNull-predikat i FilterExec
- [SPARK-29229][SQL] Ändra den ytterligare fjärrlagringsplatsen i IsolatedClientLoader till Google Minor
- [SPARK-28599][SQL] Åtgärda kolumnsortering för Varaktighet för ThriftServerSessionPage
- [SPARK-25903][CORE] TimerTask ska synkroniseras på ContextBarrierState
- [SPARK-29053][WEBUI] Sortering fungerar inte på vissa kolumner
- [SPARK-29177][CORE] åtgärda zombieuppgifter efter scen abort
Underhållsuppdateringar
Se Underhållsuppdateringar för Databricks Runtime 6.2.
Systemmiljö
- Operativsystem: Ubuntu 16.04.6 LTS
- Java: 1.8.0_232
- Scala: 2.11.12
- Python: 3.7.3
- R: R version 3.6.1 (2019-07-05)
- Delta lake: 0.4.0
Kommentar
Även om Scala 2.12 är tillgängligt som en experimentell funktion i Apache Spark 2.4 stöds den inte i Databricks Runtime 6.2.
I detta avsnitt:
- Installerade Python-bibliotek
- Installerade R-bibliotek
- Installerade Java- och Scala-bibliotek (Scala 2.11-klusterversion)
Installerade Python-bibliotek
| Bibliotek | Version: | Bibliotek | Version: | Bibliotek | Version: |
|---|---|---|---|---|---|
| asn1crypto | 0.24.0 | backcall | 0.1.0 | Boto | 2.49.0 |
| boto3 | 1.9.162 | botocore | 1.12.163 | Certifi | 2019.3.9 |
| Cffi | 1.12.2 | Chardet | 3.0.4 | Kryptografi | 2.6.1 |
| Apparat | 0.10.0 | Cython | 0.29.6 | Dekoratör | 4.4.0 |
| Docutils | 0,14 | idna | 2.8 | Ipython | 7.4.0 |
| ipython-genutils | 0.2.0 | Jedi | 0.13.3 | jmespath | 0.9.4 |
| kiwisolver | 1.1.0 | matplotlib | 3.0.3 | Numpy | 1.16.2 |
| Pandas | 0.24.2 | parso | 0.3.4 | Patsy | 0.5.1 |
| Pexpect | 4.6.0 | pickleshare | 0.7.5 | Pip | 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 | 2.4.2 | PySocks | 1.6.8 | python-apt | 1.1.0.b1+ubuntu0.16.04.5 |
| python-dateutil | 2.8.0 | pytz | 2018.9 | begäranden | 2.21.0 |
| s3transfer | 0.2.1 | scikit-learn | 0.20.3 | Scipy | 1.2.1 |
| seaborn | 0.9.0 | Setuptools | 40.8.0 | Sex | 1.12.0 |
| ssh-import-id | 5,5 | statsmodels | 0.9.0 | traitlets | 4.3.2 |
| obevakade uppgraderingar | 0,1 | urllib3 | 1.24.1 | Virtualenv | 16.4.1 |
| wcwidth | 0.1.7 | Hjul | 0.33.1 |
Installerade R-bibliotek
| Bibliotek | Version: | Bibliotek | Version: | Bibliotek | Version: |
|---|---|---|---|---|---|
| Abind | 1.4-5 | Askpass | 1,1 | assertthat | 0.2.1 |
| Backports | 1.1.5 | bas | 3.6.1 | base64enc | 0.1-3 |
| BH | 1.69.0-1 | bit | 1.1-14 | bit64 | 0.9-7 |
| Bitops | 1.0-6 | blob | 1.2.0 | start | 1.3-23 |
| Brygga | 1.0-6 | anropare | 3.3.2 | car | 3.0-4 |
| carData | 3.0-2 | textmarkör | 6.0-84 | cellranger | 1.1.0 |
| Chron | 2.3-54 | klass | 7.3-15 | cli | 1.1.0 |
| clipr | 0.7.0 | clisymbols | 1.2.0 | cluster | 2.1.0 |
| Codetools | 0.2-16 | Färgrymd | 1.4-1 | commonmark | 1,7 |
| Kompilator | 3.6.1 | config | 0,3 | covr | 3.3.2 |
| Krita | 1.3.4 | Överhörning | 1.0.0 | Curl | 4.2 |
| data.table | 1.12.6 | datauppsättningar | 3.6.1 | DBI | 1.0.0 |
| dbplyr | 1.4.2 | Desc | 1.2.0 | Devtools | 2.2.1 |
| Digest | 0.6.22 | doMC | 1.3.6 | dplyr | 0.8.3 |
| DT | 0,9 | ellips | 0.3.0 | evaluate (utvärdera) | 0,14 |
| fansi | 0.4.0 | fastmap | 1.0.1 | forcats | 0.4.0 |
| för varje | 1.4.7 | Utländska | 0.8-72 | Forge | 0.2.0 |
| Fs | 1.3.1 | Gbm | 2.1.5 | Generika | 0.0.2 |
| ggplot2 | 3.2.1 | Gh | 1.0.1 | git2r | 0.26.1 |
| glmnet | 2.0-18 | Lim | 1.3.1 | Gower | 0.2.1 |
| grafik | 3.6.1 | grDevices | 3.6.1 | Rutnät | 3.6.1 |
| gridExtra | 2.3 | gsubfn | 0,7 | gtable | 0.3.0 |
| H2o | 3.26.0.2 | Tillflyktsort | 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 | Ipred | 0.9-9 | Iteratorer | 1.0.12 |
| jsonlite | 1.6 | Kernsmooth | 2.23-16 | Märkning | 0,3 |
| Senare | 1.0.0 | Galler | 0.20-38 | Lava | 1.6.6 |
| lazyeval | 0.2.2 | livscykel | 0.1.0 | Littler | 0.3.9 |
| lme4 | 1.1-21 | lubridate | 1.7.4 | magrittr | 1.5 |
| Mapproj | 1.2.6 | Kartor | 3.3.0 | maptools | 0.9-8 |
| MASSACHUSETTS | 7.3-51.4 | Matris | 1.2-17 | MatrixModels | 0.4-1 |
| pmise | 1.1.0 | metoder | 3.6.1 | Mgcv | 1.8-30 |
| Mime | 0,7 | minqa | 1.2.4 | ModelMetrics | 1.2.2 |
| munsell | 0.5.0 | Mvtnorm | 1.0-11 | Nlme | 3.1-141 |
| nloptr | 1.2.1 | Nnet | 7.3-12 | numDeriv | 2016.8-1.1 |
| openssl | 1.4.1 | openxlsx | 4.1.2 | parallel | 3.6.1 |
| pbkrtest | 0.4-7 | Pelaren | 1.4.2 | pkgbuild | 1.0.6 |
| Pkgconfig | 2.0.3 | pkgKitten | 0.1.5 | pkgload | 1.0.2 |
| plogr | 0.2.0 | plyr | 1.8.4 | Beröm | 1.0.0 |
| prettyunits | 1.0.2 | Proc | 1.15.3 | processx | 3.4.1 |
| prodlim | 2018.04.18 | Förlopp | 1.2.2 | Löften | 1.1.0 |
| Proto | 1.0.0 | Ps | 1.3.0 | Purrr | 0.3.3 |
| quantreg | 5.51 | R.methodsS3 | 1.7.1 | R.oo | 1.22.0 |
| R.utils | 2.9.0 | r2d3 | 0.2.3 | R6 | 2.4.0 |
| randomForest | 4.6-14 | rappdirs | 0.3.1 | rcmdcheck | 1.3.3 |
| Rcolorbrewer | 1.1-2 | Rcpp | 1.0.2 | RcppEigen | 0.3.3.5.0 |
| RCurl | 1.95-4.12 | readr | 1.3.1 | readxl | 1.3.1 |
| recept | 0.1.7 | Returmatch | 1.0.1 | Fjärrkontroller | 2.1.0 |
| omforma2 | 1.4.3 | Rex | 1.1.2 | Rio | 0.5.16 |
| rlang | 0.4.1 | RODBC | 1.3-16 | roxygen2 | 6.1.1 |
| Rpart | 4.1-15 | rprojroot | 1.3-2 | Rserve | 1.8-6 |
| RSQLite | 2.1.2 | rstudioapi | 0.10 | rversioner | 2.0.0 |
| Skalor | 1.0.0 | sessioninfo | 1.1.1 | Blanka | 1.4.0 |
| sourcetools | 0.1.7 | Sp | 1.3-1 | sparklyr | 1.0.4 |
| SparkR | 2.4.5 | SparseM | 1.77 | Rumsliga | 7.3-11 |
| Splines | 3.6.1 | sqldf | 0.4-11 | SQUAREM | 2017.10-1 |
| statmod | 1.4.32 | Statistik | 3.6.1 | stats4 | 3.6.1 |
| stringi | 1.4.3 | stringr | 1.4.0 | Överlevnad | 2.44-1.1 |
| sys | 3.3 | Tcltk | 3.6.1 | TeachingDemos | 2.10 |
| testthat | 2.2.1 | Tibble | 2.1.3 | tidyr | 1.0.0 |
| avmarkera | 0.2.5 | Timedate | 3043.102 | tools | 3.6.1 |
| usethis | 1.5.1 | utf8 | 1.1.4 | verktyg | 3.6.1 |
| vctrs | 0.2.0 | viridisLite | 0.3.0 | Morrhår | 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 |
| Zip | 2.0.4 |
Installerade Java- och Scala-bibliotek (Scala 2.11-klusterversion)
| Grupp-ID | Artefakt-ID | Version: |
|---|---|---|
| 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 | Stream | 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-skuggad | 4.0.2 |
| com.esotericsoftware | Minlog | 1.3.0 |
| com.fasterxml | Klasskamrat | 1.0.0 |
| com.fasterxml.jackson.core | jackson-anteckningar | 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 | kärna | 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 | 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.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-lagring | 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 | 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 | 2.7.3 |
| 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 |
| commons-logging | commons-logging | 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 | Netty | 3.9.9.Final |
| io.netty | netty-all | 4.1.42.Final |
| javax.activation | aktivering | 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 | 2.14.6 |
| 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 | pyrolit | 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 |
| org.apache.ant | Ant | 1.9.2 |
| org.apache.ant | ant-jsch | 1.9.2 |
| org.apache.ant | ant-launcher | 1.9.2 |
| org.apache.arrow | pilformat | 0.10.0 |
| org.apache.arrow | pilminne | 0.10.0 |
| org.apache.arrow | pilvektor | 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-inkubering |
| org.apache.calcite | calcite-core | 1.2.0-inkubering |
| org.apache.calcite | calcite-linq4j | 1.2.0-inkubering |
| 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-recept | 2.7.1 |
| org.apache.derby | Derby | 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-anteckningar | 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-inkubering |
| org.apache.httpcomponents | httpclient | 4.5.6 |
| org.apache.httpcomponents | httpcore | 4.4.10 |
| org.apache.ivy | Ivy | 2.4.0 |
| 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-kodning | 1.10.1.2-databricks4 |
| org.apache.parquet | parquet-format | 2.4.0 |
| 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 | zookeeper | 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-fortsättning | 9.3.27.v20190418 |
| org.eclipse.jetty | jetty-http | 9.3.27.v20190418 |
| org.eclipse.jetty | brygga-io | 9.3.27.v20190418 |
| org.eclipse.jetty | jetty-jndi | 9.3.27.v20190418 |
| org.eclipse.jetty | brygga 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 | brygga-server | 9.3.27.v20190418 |
| org.eclipse.jetty | brygga-servlet | 9.3.27.v20190418 |
| org.eclipse.jetty | jetty-servlets | 9.3.27.v20190418 |
| org.eclipse.jetty | brygga-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-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.hamcrest | hamcrest-core | 1.3 |
| org.hamcrest | hamcrest-library | 1.3 |
| org.hibernate | vilolägesverifierare | 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.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 | Shims | 0.7.45 |
| org.rocksdb | rocksdbjni | 6.2.2 |
| org.rosuda.REngine | REngine | 2.1.0 |
| 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 | test-interface | 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-metaarkiv | 1.2.1.spark2 |
| org.spark-project.spark | Oanvända | 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 | 1.5 |
| 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 |
| oro | oro | 2.0.8 |
| software.amazon.ion | ion-java | 1.0.2 |
| Stax | stax-api | 1.0.1 |
| xmlenc | xmlenc | 0,52 |