Databricks Runtime 6.6 (EoS)
Catatan
Dukungan untuk versi Databricks Runtime ini telah berakhir. Untuk tanggal akhir dukungan, lihat Riwayat akhir dukungan. Untuk semua versi Runtime Databricks yang didukung, lihat Versi dan kompatibilitas catatan rilis Databricks Runtime.
Databricks merilis versi ini pada Bulan Mei 2020.
Catatan rilis berikut memberikan informasi tentang Databricks Runtime 6.6, didukung oleh Apache Spark.
Fitur baru
Delta Lake
- Sekarang Anda dapat secara otomatis meng-evolusi schema dari table dengan operasi
merge. Ini berguna dalam skenario where Anda ingin memasukkan atau memperbarui data perubahan ke dalam table dan schema perubahan data seiring waktu. Alih-alih mendeteksi dan menerapkan perubahan schema sebelum memasukkan atau memperbarui,mergedapat secara bersamaan mengembangkan schema dan memasukkan atau memperbarui perubahan. Ini hanya berlaku untuk columns tingkat atas di table (tidak berlapis columns). Lihat evolusi schema otomatis untuk penggabungan Delta Lake. - Performa operasi penggabungan yang hanya cocok dengan klausul, yaitu, mereka hanya memiliki
updatedan tindakandeletedan tidak ada tindakaninsert, telah ditingkatkan. - Parquet tables yang direferensikan dalam metastore Hive sekarang dapat dikonversi ke Delta Lake melalui pengidentifikasi table mereka menggunakan
CONVERT TO DELTA. Sementara fitur ini sebelumnya diumumkan di Databricks Runtime 6.1, dukungan penuh tertunda ke Databricks Runtime 6.6.
Penyempurnaan
Java ditingkatkan menjadi 1.8.0_252
Pustaka R yang ditingkatkan
Meningkatkan beberapa pustaka R yang dipasang. Lihat Pustaka R yang Diinstal.
- Sparklyr yang ditingkatkan dari 1.1.0 ke 1.2.0.
Pustaka Python yang ditingkatkan
- Kiwisolver yang ditingkatkan dari 1.1.0 ke 1.2.0.
- Pyparsing yang ditingkatkan dari 2.4.6 ke 2.4.7.
Apache Spark
Databricks Runtime 6.6 menyertakan Apache Spark 2.4.5. Rilis ini mencakup semua perbaikan dan peningkatan Spark yang disertakan dalam Databricks Runtime 6.5 (EoS), serta perbaikan bug tambahan dan peningkatan berikut yang dilakukan pada Spark:
- [SPARK-30361] [REST] URL pemantauan tidak mengubah informasi tentang lingkungan
- [SPARK-31503] [SQL] memperbaiki string SQL dari fungsi TRIM
- [SPARK-31256] [SQL] DataFrameNaFunctions.drop harus berfungsi untuk columns berlapis
- [SPARK-31234] [SQL] ResetCommand seharusnya tidak memengaruhi Konfigurasi SQL statis
- [SPARK-31420] [WEBUI] Buat lokal dari timeline-view 'en’
- [SPARK-31441] [PYSPARK][SQL] Mendukung nama column duplikat untuk toPandas dengan eksekusi panah
- [SPARK-31186] [PYSPARK][SQL] toPandas seharusnya tidak gagal saat menemukan nama column yang duplikat
- [SPARK-31420] [WEBUI] Garis waktu tak terbatas menggambar ulang di halaman detail pekerjaan
- [SPARK-31422] [CORE] Perbaiki kesalahan kompilasi kasus uji
- [SPARK-31422] [CORE] Perbaiki NPE saat BlockManagerSource digunakan setelah BlockManagerMaster berhenti
- [SPARK-31312][SQL] Instans Kelas Cache untuk instans UDF di HiveFunctionWrapper
- [SPARK-31101] [BUILD] Tingkatkan Janino ke 3.0.16
-
[SPARK-31261] [SQL] Hindari npe saat membaca input csv yang buruk dengan
columnNameCorruptRecordyang ditentukan - [SPARK-30494] [SQL] Perbaiki kebocoran data yang di-cache selama mengganti tampilan yang ada
- [SPARK-26293] [SQL] Berikan pengecualian saat having python udf dalam subkueri
- [SPARK-31164] [SQL] Pembagian rdd dan output yang tidak konsisten untuk bucket table saat output tidak berisi semua bucket columns
- [SPARK-31163] [SQL] TruncateTableCommand dengan acl/izin harus menangani jalur yang belum ada
- [SPARK-31144] [SQL] Bungkus Kesalahan dengan QueryExecutionException untuk memberi tahu QueryExecutionListener
- [SPARK-31095] [BUILD] Tingkatkan netty-all menjadi 4.1.47.Final
- [SPARK-31061] [SQL] Menyediakan kemampuan untuk mengubah penyedia table
- [SPARK-30941] [PYSPARK] Tambahkan catatan ke asDict untuk mendokumentasikan perilakunya ketika ada bidang duplikat
- [SPARK-30759] [SC-29843][SQL] Perbaiki inisialisasi cache di StringRegexExpression
- [SPARK-30998] [SQL] ClassCastException saat generator having generator dalam berlapis
- [SPARK-30993] [SQL] Gunakan jenis sql-nya untuk UDT saat memeriksa jenis panjang (tetap/var) atau dapat berubah
- [SPARK-30813] [ML] Perbaiki komentar Matrices.sprand
- [SPARK-29419] [SQL] Perbaiki bug keamanan thread Encoder di createDataset(Seq)
- [SPARK-30759] [SC-29843][SQL] Perbaiki inisialisasi cache di StringRegexExpression
Pembaruan pemeliharaan
Lihat Pembaruan pemeliharaan Databricks Runtime 6.6.
Lingkungan sistem
- Sistem Operasi: Ubuntu 16.04.6 LTS
- Java: 1.8.0_252
- Scala: 2.11.12
- Python: 3.7.3
- R: R versi 3.6.3 (2020-02-29)
- Delta-lake: 0.6.1
Catatan
Meskipun tersedia sebagai fitur eksperimental di Apache Spark 2.4, Scala 2.12 tidak didukung dalam Databricks Runtime 6.6.
Di bagian ini:
- Pustaka Python yang dipasang
- Pustaka R yang dipasang
- Pustaka Java dan Scala yang dipasang (versi kluster Scala 2.11)
Pustaka Python yang diinstal
| Pustaka | Versi | Pustaka | Versi | Pustaka | Versi |
|---|---|---|---|---|---|
| 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 | cryptography | 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=4.8.0 | 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 |
| permintaan | 2.21.0 | s3transfer | 0.2.1 | scikit-learn | 0.20.3 |
| scipy | 1.2.1 | seaborn | 0.9.0 | setuptools | 40.8.0 |
| six | 1.12.0 | ssh-import-id | 5.5 | statsmodels | 0.9.0 |
| tornado | 6.0.2 | traitlets=5.0.5 | 4.3.2 | unattended-upgrades | 0.1 |
| urllib3 | 1.24.1 | virtualenv | 16.4.1 | wcwidth | 0.1.7 |
| wheel | 0.33.1 |
Pustaka R yang dipasang
Pustaka R diinstal dari snapshot Microsoft CRAN pada tanggal 22-04-2020.
| Pustaka | Versi | Pustaka | Versi | Pustaka | Versi |
|---|---|---|---|---|---|
| abind | 1.4-5 | askpass | 1.1 | assertthat | 0.2.1 |
| backports | 1.1.6 | dasar | 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 | boot | 1.3-23 |
| brew | 1.0-6 | callr | 3.4.3 | car | 3.0-7 |
| carData | 3.0-3 | caret | 6.0-86 | cellranger | 1.1.0 |
| chron | 2.3-55 | kelas | 7.3-16 | cli | 2.0.2 |
| clipr | 0.7.0 | klaster | 2.1.0 | codetools | 0.2-16 |
| colorspace | 1.4-1 | commonmark | 1.7 | compiler | 3.6.3 |
| config | 0,3 | covr | 3.5.0 | crayon | 1.3.4 |
| crosstalk | 1.1.0.1 | curl | 4.3 | data.table | 1.12.8 |
| datasets | 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 | foreign | 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 | glue | 1.4.0 |
| gower | 0.2.1 | graphics | 3.6.3 | grDevices | 3.6.3 |
| grid | 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 | knitr | 1.28 |
| labeling | 0,3 | later | 1.0.0 | lattice | 0.20-41 |
| lava | 1.6.7 | lazyeval | 0.2.2 | lifecycle | 0.2.0 |
| littler | 0.3.9 | lme4 | 1.1-23 | lubridate | 1.7.8 |
| magrittr | 1.5 | mapproj | 1.2.7 | Peta | 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 |
| methods | 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 |
| pillar | 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 | praise | 1.0.0 | prettyunits | 1.1.1 |
| pROC | 1.16.2 | processx | 3.4.2 | prodlim | 2019.11.13 |
| kemajuan | 1.2.2 | promises | 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 |
| readr | 1.3.1 | readxl | 1.3.1 | recipes | 0.1.10 |
| rematch | 1.0.1 | rematch2 | 2.1.1 | remotes | 2.1.1 |
| reshape2 | 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 | scales | 1.1.0 | sessioninfo | 1.1.1 |
| bentuk | 1.4.4 | shiny | 1.4.0.2 | sourcetools | 0.1.7 |
| sp | 1.4-1 | sparklyr | 1.2.0 | SparkR | 2.4.5 |
| SparseM | 1.78 | spatial | 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 | survival | 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 | alat | 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 |
Pustaka Java dan Scala yang dipasang(versi kluster Scala 2.11)
| ID Grup | ID Artefak | Versi |
|---|---|---|
| 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-shaded | 4.0.2 |
| 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 | 2.6.7.3 |
| 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 | inti | 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 | 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-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 | 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 | 4.1.47.Final |
| 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 | 2.14.6 |
| 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 | 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 | 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 | 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-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 | 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-encoding | 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 | 3.0.16 |
| 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-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-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-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 | 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.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 | tidak digunakan | 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 |