Databricks Runtime 6.6 (niet ondersteund)
Databricks heeft deze afbeelding uitgebracht in mei 2020.
De volgende releaseopmerkingen bevatten informatie over Databricks Runtime 6.6, mogelijk gemaakt door Apache Spark.
Nieuwe functies
Delta Lake
- U kunt nu automatisch het schema van de tabel ontwikkelen met de
mergebewerking. Dit is handig in scenario's waarin u gegevens in een tabel wilt wijzigen en het schema van de gegevens in de loop van de tijd wilt wijzigen. In plaats van schemawijzigingen te detecteren en toe te passen voordat er upsert,mergekan het schema tegelijkertijd worden aangepast en worden de wijzigingen upsert. Dit geldt alleen voor kolommen op het hoogste niveau in de tabel (geen geneste kolommen). Zie Automatische schemaontwikkeling voor Delta Lake-samenvoeging. - De prestaties van samenvoegbewerkingen die alleen overeenkomende componenten hebben, dat wil gezegd, ze hebben alleen
updateen acties endeletegeeninsertactie, zijn verbeterd. - Parquet-tabellen waarnaar wordt verwezen in de Hive-metastore zijn nu converteerbaar naar Delta Lake via hun tabel-id's met behulp van
CONVERT TO DELTA. Hoewel deze functie eerder werd aangekondigd in Databricks Runtime 6.1, werd de volledige ondersteuning uitgesteld naar Databricks Runtime 6.6.
Verbeteringen
Java bijgewerkt naar 1.8.0_252
Bijgewerkte R-bibliotheken
Er zijn verschillende geïnstalleerde R-bibliotheken bijgewerkt. Zie Geïnstalleerde R-bibliotheken.
- Sparklyr bijgewerkt van 1.1.0 naar 1.2.0.
Bijgewerkte Python-bibliotheken
- Upgrade naar 1.1.0 naar 1.2.0.
- Pyparsing bijgewerkt van 2.4.6 naar 2.4.7.
Apache Spark
Databricks Runtime 6.6 bevat Apache Spark 2.4.5. Deze release bevat alle Spark-oplossingen en -verbeteringen die zijn opgenomen in Databricks Runtime 6.5 (niet ondersteund) en de volgende aanvullende foutoplossingen en verbeteringen in Spark:
- [SPARK-30361] [REST] Bewakings-URL redact geen informatie over de omgeving
- [SPARK-31503] [SQL] corriveert de SQL-tekenreeks van de functies TRIM
- [SPARK-31256] [SQL] DataFrameNaFunctions.drop moet werken voor geneste kolommen
- [SPARK-31234] [SQL] ResetCommand mag geen invloed hebben op statische SQL-configuratie
- [SPARK-31420] [WEBUI] Landinstellingen maken van tijdlijnweergave 'en'
- [SPARK-31441] [PYSPARK] [SQL] Ondersteuning voor dubbele kolomnamen voor toPandas met pijluitvoering
- [SPARK-31186] [PYSPARK] [SQL] toPandas mag niet mislukken bij dubbele kolomnamen
- [SPARK-31420] [WEBUI] Oneindige tijdlijn opnieuw tekenen op pagina met taakdetails
- [SPARK-31422] [CORE] Een compilatiefout in een testcase oplossen
- [SPARK-31422] [CORE] NPE herstellen wanneer BlockManagerSource wordt gebruikt nadat BlockManagerMaster stopt
- [SPARK-31312] [SQL] Cacheklasse-exemplaar voor het UDF-exemplaar in HiveFunctionWrapper
- [SPARK-31101] [BUILD] Upgrade van Janino naar 3.0.16
- [SPARK-31261] [SQL] Vermijd npe bij het lezen van ongeldige CSV-invoer met
columnNameCorruptRecordopgegeven - [SPARK-30494] [SQL] Het lekken van gegevens in de cache oplossen tijdens het vervangen van een bestaande weergave
- [SPARK-26293] [SQL] Cast-uitzondering bij het gebruik van Python udf in subquery
- [SPARK-31164] [SQL] Inconsistente rdd- en uitvoerpartitionering voor buckettabel wanneer de uitvoer niet alle bucketkolommen bevat
- [SPARK-31163] [SQL] TruncateTableCommand met acl/permission moet niet-bestaand pad verwerken
- [SPARK-31144] [SQL] Terugloopfout met QueryExecutionException om QueryExecutionListener op de hoogte te stellen
- [SPARK-31095] [BUILD] Netty-all upgraden naar 4.1.47.Final
- [SPARK-31061] [SQL] De mogelijkheid bieden om de provider van een tabel te wijzigen
- [SPARK-30941] [PYSPARK] Een notitie toevoegen aan asDict om het gedrag ervan te documenteren wanneer er dubbele velden zijn
- [SPARK-30759] [SC-29843] [SQL] Cache-initialisatie in StringRegexExpression herstellen
- [SPARK-30998] [SQL] ClassCastException wanneer een generator geneste binnengeneratoren heeft
- [SPARK-30993] [SQL] Gebruik het SQL-type voor UDT bij het controleren van het type lengte (vast/var) of veranderlijk
- [SPARK-30813] [ML] Opmerkingen bij Matrices.sprand corrigeren
- [SPARK-29419] [SQL] Probleem met thread-veiligheid van encoders in createDataset (Seq) oplossen
- [SPARK-30759] [SQL] Cache-initialisatie in StringRegexExpression herstellen
Onderhoudsupdates
Zie onderhoudsupdates voor Databricks Runtime 6.6.
Systeemomgeving
- Besturingssysteem: Ubuntu 16.04.6 LTS
- Java: 1.8.0_252
- Scala: 2.11.12
- Python: 3.7.3
- R: R versie 3.6.3 (2020-02-29)
- Delta Lake: 0.6.1
Notitie
Hoewel Scala 2.12 beschikbaar is als experimentele functie in Apache Spark 2.4, wordt dit niet ondersteund in Databricks Runtime 6.6.
In deze sectie:
- Geïnstalleerde Python-bibliotheken
- Geïnstalleerde R-bibliotheken
- Geïnstalleerde Java- en Scala-bibliotheken (Scala 2.11-clusterversie)
Geïnstalleerde Python-bibliotheken
| Bibliotheek | Versie | Bibliotheek | Versie | Bibliotheek | Versie |
|---|---|---|---|---|---|
| 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 | Cryptografie | 2.6.1 |
| cycler | 0.10.0 | Cython | 0.29.6 | Decorator | 4.4.0 |
| Docutils | 0,14 | idna | 2.8 | ipykernel | 5.1.0 |
| Ipython | 7.4.0 | ipython-genutils | 0.2.0 | Jedi | 0.13.3 |
| jmespath | 0.9.4 | jupyter-client | 5.2.4 | jupyter-core | 4.4.0 |
| kiwisolver | 1.2.0 | 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 | 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 | 2.4.7 | PySocks | 1.6.8 | python-apt | 1.1.0.b1+ubuntu0.16.04.8 |
| python-dateutil | 2.8.0 | pytz | 2018.9 | pyzmq | 18.0.0 |
| requests | 2.21.0 | s3transfer | 0.2.1 | scikit-learn | 0.20.3 |
| Scipy | 1.2.1 | seaborn | 0.9.0 | Setuptools | 40.8.0 |
| Zes | 1.12.0 | ssh-import-id | 5.5 | statsmodels | 0.9.0 |
| Tornado | 6.0.2 | traitlets | 4.3.2 | upgrades zonder toezicht | 0,1 |
| urllib3 | 1.24.1 | Virtualenv | 16.4.1 | wcwidth | 0.1.7 |
| Wiel | 0.33.1 |
Geïnstalleerde R-bibliotheken
R-bibliotheken worden geïnstalleerd vanuit Microsoft CRAN-momentopname op 2020-04-22.
| Bibliotheek | Versie | Bibliotheek | Versie | Bibliotheek | Versie |
|---|---|---|---|---|---|
| Abind | 1.4-5 | Askpass | 1.1 | assertthat | 0.2.1 |
| Backports | 1.1.6 | base | 3.6.3 | base64enc | 0.1-3 |
| BH | 1.72.0-3 | bit | 1.1-15.2 | bit64 | 0.9-7 |
| Bitops | 1.0-6 | blob | 1.2.1 | opstarten | 1.3-23 |
| Brouwsel | 1.0-6 | beller | 3.4.3 | car | 3.0-7 |
| carData | 3.0-3 | caret | 6.0-86 | cellranger | 1.1.0 |
| Chron | 2.3-55 | class | 7.3-16 | cli | 2.0.2 |
| clipr | 0.7.0 | cluster | 2.1.0 | Codetools | 0.2-16 |
| Colorspace | 1.4-1 | commonmark | 1,7 | Compiler | 3.6.3 |
| configuratie | 0,3 | covr | 3.5.0 | Crayon | 1.3.4 |
| Overspraak | 1.1.0.1 | curl | 4.3 | data.table | 1.12.8 |
| gegevenssets | 3.6.3 | DBI | 1.1.0 | dbplyr | 1.4.3 |
| Desc | 1.2.0 | Devtools | 2.3.0 | Digest | 0.6.25 |
| doMC | 1.3.6 | dplyr | 0.8.5 | DT | 0,13 |
| ellipsis | 0.3.0 | evaluate | 0,14 | fansi | 0.4.1 |
| farver | 2.0.3 | fastmap | 1.0.1 | forcats | 0.5.0 |
| foreach | 1.5.0 | Buitenlandse | 0.8-75 | Forge | 0.2.0 |
| Fs | 1.4.1 | gbm | 2.1.5 | Generics | 0.0.2 |
| ggplot2 | 3.3.0 | Gh | 1.1.0 | git2r | 0.26.1 |
| glmnet | 3.0-2 | Globals | 0.12.5 | Lijm | 1.4.0 |
| Gower | 0.2.1 | afbeeldingen | 3.6.3 | grDevices | 3.6.3 |
| Raster | 3.6.3 | gridExtra | 2.3 | gsubfn | 0,7 |
| gtable | 0.3.0 | h2o | 3.30.0.1 | haven | 2.2.0 |
| highr | 0,8 | Hms | 0.5.3 | 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 | isoband | 0.2.1 | Iterators | 1.0.12 |
| jsonlite | 1.6.1 | Kernsmooth | 2.23-16 | breiwerk | 1.28 |
| Labeling | 0,3 | Later | 1.0.0 | Lattice | 0.20-41 |
| lava | 1.6.7 | lazyeval | 0.2.2 | levenscyclus | 0.2.0 |
| Littler | 0.3.9 | lme4 | 1.1-23 | lubridate | 1.7.8 |
| magrittr | 1.5 | Mapproj | 1.2.7 | Kaarten | 3.3.0 |
| maptools | 0.9-9 | Markdown | 1.1 | MASS | 7.3-51.5 |
| Matrix | 1.2-18 | MatrixModels | 0.4-1 | memoise | 1.1.0 |
| methoden | 3.6.3 | Mgcv | 1.8-31 | Mime | 0,9 |
| minqa | 1.2.4 | ModelMetrics | 1.2.2.2 | munsell | 0.5.0 |
| Mvtnorm | 1.1-0 | Nlme | 3.1-147 | nloptr | 1.2.2.1 |
| Nnet | 7.3-13 | numDeriv | 2016.8-1.1 | openssl | 1.4.1 |
| openxlsx | 4.1.4 | parallel | 3.6.3 | pbkrtest | 0.4-8.6 |
| Pijler | 1.4.3 | pkgbuild | 1.0.6 | Pkgconfig | 2.0.3 |
| pkgKitten | 0.1.5 | pkgload | 1.0.2 | plogr | 0.2.0 |
| plyr | 1.8.6 | Lof | 1.0.0 | prettyunits | 1.1.1 |
| Proc | 1.16.2 | processx | 3.4.2 | prodlim | 2019.11.13 |
| Voortgang | 1.2.2 | Beloften | 1.1.0 | Proto | 1.0.0 |
| ps | 1.3.2 | Purrr | 0.3.4 | quantreg | 5,55 |
| R.methodsS3 | 1.8.0 | R.oo | 1.23.0 | R.utils | 2.9.2 |
| r2d3 | 0.2.3 | R6 | 2.4.1 | randomForest | 4.6-14 |
| rappdirs | 0.3.1 | rcmdcheck | 1.3.3 | Rcolorbrewer | 1.1-2 |
| Rcpp | 1.0.4.6 | RcppEigen | 0.3.3.7.0 | RCurl | 1.98-1.2 |
| leesbewerking | 1.3.1 | readxl | 1.3.1 | recepten | 0.1.10 |
| Rematch | 1.0.1 | opnieuw overeenkomen2 | 2.1.1 | Afstandsbedieningen | 2.1.1 |
| hervorm2 | 1.4.4 | Rex | 1.2.0 | Rio | 0.5.16 |
| rjson | 0.2.20 | rlang | 0.4.5 | RODBC | 1.3-16 |
| roxygen2 | 7.1.0 | Rpart | 4.1-15 | rprojroot | 1.3-2 |
| Rserve | 1.8-6 | RSQLite | 2.2.0 | rstudioapi | 0,11 |
| rversions | 2.0.1 | Schalen | 1.1.0 | sessioninfo | 1.1.1 |
| Vorm | 1.4.4 | Glanzende | 1.4.0.2 | sourcetools | 0.1.7 |
| Sp | 1.4-1 | sparklyr | 1.2.0 | SparkR | 2.4.5 |
| SparseM | 1,78 | Ruimtelijke | 7.3-11 | Splines | 3.6.3 |
| sqldf | 0.4-11 | SQUAREM | 2020.2 | statmod | 1.4.34 |
| Stats | 3.6.3 | stats4 | 3.6.3 | stringi | 1.4.6 |
| stringr | 1.4.0 | Overleving | 2.44-1.1 | sys | 3.3 |
| Tcltk | 3.6.3 | TeachingDemos | 2.10 | testthat | 2.3.2 |
| tibble | 3.0.1 | tidyr | 1.0.2 | tidyselect | 1.0.0 |
| Timedate | 3043.102 | tools | 3.6.3 | usethis | 1.6.0 |
| utf8 | 1.1.4 | utils | 3.6.3 | vctrs | 0.2.4 |
| viridisLite | 0.3.0 | whisker | 0,4 | withr | 2.2.0 |
| xfun | 0,13 | xml2 | 1.3.1 | xopen | 1.0.0 |
| xtable | 1.8-4 | Yaml | 2.2.1 | Zip | 2.0.4 |
Geïnstalleerde Java- en Scala-bibliotheken (Scala 2.11-clusterversie)
| Groeps-id | Artefact-id | Versie |
|---|---|---|
| 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-gearceerd | 4.0.2 |
| com.esotericsoftware | minlog | 1.3.0 |
| com.fasterxml | Klasgenoot | 1.0.0 |
| com.fasterxml.jackson.core | jackson-annotaties | 2.6.7 |
| com.fasterxml.jackson.core | jackson-core | 2.6.7 |
| com.fasterxml.jackson.core | jackson-databind | 2.6.7.3 |
| 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 | kern | 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 | 2.7 |
| 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.launchdarkly | launchdarkly-java-server-sdk | 4.6.5 |
| com.microsoft.azure | azure-data-lake-store-sdk | 2.2.8 |
| com.microsoft.azure | azure-storage | 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 | configuratie | 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-configuratie | commons-configuratie | 1.6 |
| commons-dbcp | commons-dbcp | 1.4 |
| commons-digester | commons-digester | 1.8 |
| commons-fileupload | commons-fileupload | 1.3.3 |
| 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 | metrische gegevenskern | 3.1.5 |
| io.dropwizard.metrics | metrics-ganglia | 3.1.5 |
| io.dropwizard.metrics | metrische gegevensgrafiet | 3.1.5 |
| io.dropwizard.metrics | metrische statuscontroles | 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 | 4.1.47.Final |
| javax.activation | activering | 1.1.1 |
| javax.annotatie | 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 | validatie-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-extra's | 1.2.17 |
| log4j | log4j | 1.2.17 |
| net.hydromatic | eigenbase-properties | 1.1.5 |
| 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.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 | pijlnotatie | 0.10.0 |
| org.apache.arrow | pijlgeheugen | 0.10.0 |
| org.apache.arrow | pijlvector | 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-recepten | 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-aantekeningen | 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 | 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-codering | 1.10.1.2-databricks4 |
| org.apache.parquet | parquet-indeling | 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-gearceerd | 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 | 3.0.16 |
| org.codehaus.janino | Janino | 3.0.16 |
| 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-vervolg | 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-server | 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 opnieuw verpakt | 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 | sluimerstand-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.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-metastore | 1.2.1.spark2 |
| org.spark-project.spark | Ongebruikte | 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 |