Catatan
Akses ke halaman ini memerlukan otorisasi. Anda dapat mencoba masuk atau mengubah direktori.
Akses ke halaman ini memerlukan otorisasi. Anda dapat mencoba mengubah direktori.
Halaman ini berisi catatan rilis terpadu untuk Databricks Runtime 19, didukung oleh Apache Spark 4.2.0. Ini mencantumkan semua fitur, perubahan perilaku, dan perbaikan yang dikirim ke seluruh siklus rilis Databricks Runtime 19. Kluster menerima pembaruan saat dimulai kembali.
Untuk informasi tentang siklus dukungan Databricks Runtime, lihat siklus dukungan Databricks.
Catatan
Rilis dilakukan bertahap. Akun Azure Databricks Anda mungkin tidak diperbarui selama beberapa hari setelah tanggal rilis awal.
Databricks Runtime 19 (Beta): 26 Juni 2026
Perubahan perilaku
-
Ketersediaan variabel lingkungan dibatasi dalam mode akses standar: Dalam mode akses standar, hanya serangkaian variabel lingkungan yang telah ditentukan yang tersedia untuk mesin Spark dan skrip init. Set ini mencakup variabel konfigurasi umum, seperti pengaturan proksi (
HTTP_PROXY), kredensial cloud (AWS_ACCESS_KEY_ID,AZURE_CLIENT_ID), dan variabel katalog (CATALOG). Variabel lain yang Anda tetapkan pada kluster tetap tersedia untuk kode pengguna Anda, termasuk UDF, tetapi tidak tersedia untuk mesin Spark atau skrip init. Sebelumnya, semua variabel lingkungan kluster tersedia untuk mesin Spark dan skrip init. Lihat Batasan variabel lingkungan. -
Konfigurasi Spark terbatas dalam mode akses standar: Dalam mode akses standar, Anda tidak dapat lagi mengatur properti konfigurasi Spark tertentu. Membuat atau mengedit kluster yang menentukan properti yang dibatasi (yang cocok dengan prefiks) gagal dan menampilkan kesalahan. Properti yang dibatasi meliputi
spark.driver.extraJavaOptions,spark.executor.extraJavaOptions,spark.jars,spark.files,spark.executorEnv.*, danspark.kubernetes.*, antara lain. Sebelumnya, Anda dapat mengatur properti ini dalam mode akses standar. Hapus dari konfigurasi kluster Anda sebelum memutakhirkan. Untuk daftar lengkapnya, lihat Batasan konfigurasi Spark.
Databricks Runtime 19 (Beta): 15 Juni 2026
Databricks Runtime 19 sekarang tersedia di Beta, didukung oleh Apache Spark 4.2.0.
Perubahan perilaku
-
JDK 17 dihapus: Databricks Runtime 19 hanya mendukung JDK 21. Sebelumnya, Databricks Runtime 18 menyertakan JDK 17 sebagai opsi fallback yang dapat dipilih menggunakan
JNAMEvariabel lingkungan. Fallback tersebut tidak lagi tersedia di Databricks Runtime 19. Kluster yang menetapkanJNAME=zulu17-ca-amd64(atau padanannya di ARM) harus menghapus variabel lingkungan tersebut sebelum memutakhirkan. -
Python paket dihapus: Dibandingkan dengan Databricks Runtime 18, sekitar 90 paket runtime standar dihapus di Databricks Runtime 19. Penghapusan penting termasuk
plotly, ,seaborn,openai,langchain-core,langchain-openai,huggingface_hub,psycopg2, danpyodbc. Server bawaan JupyterLab dipisahkan dari image dasar, sehingga menghapus sekitar 54 paket yang terkait dengan Jupyter. Beban kerja yang bergantung pada paket ini harus menginstalnya secara eksplisit menggunakan pustaka kluster atau skrip init. Untuk daftar lengkap paket yang disertakan dalam Databricks Runtime 19, lihat Pustaka Python terinstal. Untuk penghapusan khusus untuk runtime ML, lihat Databricks Runtime 19 for Pembelajaran Mesin (Beta). -
Properti tabel
pipelines.pipelineIdyang dicadangkan: Databricks Runtime 19 mencadangkanpipelines.pipelineIdsebagai properti tabel pada semua tabel. Mencoba menyetel properti ini secara manual menghasilkan kesalahan. Hapus semua penetapan eksplisitpipelines.pipelineIdpada DDL tabel Anda sebelum melakukan upgrade. - Penundaan watermark pada mode real-time bergeser +1 ms: Dalam kueri streaming mode real-time (RTM), ketika watermark bergerak maju di tengah batch melalui propagasi watermark real-time, record yang waktu kejadiannya sama dengan watermark saat ini sebelumnya dianggap terlambat dan dibuang. Penundaan watermark waktu kejadian kini digeser sebesar +1 ms sehingga pemeriksaan record terlambat secara efektif menjadi ketat, dan record yang waktu kejadiannya sama dengan watermark saat ini kini tetap dipertahankan. Mode mikro-batch tidak terpengaruh.
-
Daftar kelas titik pemeriksaan DStream yang diizinkan diperlukan untuk tipe kustom: Apache Spark 4.2.0 memperkenalkan kontrol keamanan untuk deserialisasi titik pemeriksaan DStream. Pengguna yang mengandalkan tipe kustom atau pihak ketiga dalam closure DStream harus menetapkan
spark.streaming.checkpoint.allowedClasseske daftar nama kelas yang sepenuhnya memenuhi syarat atau pola wildcard yang dipisahkan dengan koma sebelum mencoba pemulihan checkpoint. Daftar izin bawaan default hanya mencakup jenis Spark standar.
Perbaikan dan peningkatan Apache Spark
Databricks Runtime 19 mencakup Apache Spark 4.2.0. Rilis ini mencakup semua perbaikan dan peningkatan Spark yang disertakan dalam Databricks Runtime 18, serta perbaikan bug tambahan dan peningkatan berikut yang dilakukan pada Spark:
-
is_valid_variantekspresi: SQL sekarang mendukungis_valid_variant(expr), yang mengembalikantruejika input merupakan nilaiVARIANTyang valid danfalsejika tidak. Gunakan ini untuk memvalidasi data varian sebelum pemrosesan hilir. -
INSERT INTO ... REPLACE ON/USINGsintaks: SQL sekarang mendukung sintaksINSERT INTO ... REPLACE ON <columns>danINSERT INTO ... REPLACE USING <subquery>, yang memungkinkan penulisan bergaya upsert yang menggantikan baris yang sudah ada berdasarkan kecocokan nilai kolom. - Manajemen transaksi DSv2: Katalog sumber data v2 kini mendukung manajemen transaksi, yang memungkinkan penulisan atomik pada beberapa tabel dan pembacaan yang konsisten dalam seluruh operasi katalog.
-
Pemrosesan pasca-CDC batch dengan
ChangelogTable: SQL kini mendukung pembacaan keluaran Change Data Capture (CDC) sebagai log perubahan dan penghitungan perubahan bersih dalam mode batch. PenganalisisResolveChangelogTablememvalidasi skema changelog dan menghitung hasil gabungan dari baris CDC mentah. -
TABLESAMPLE SYSTEMpengambilan sampel blok dengan pushdown DSv2:TABLESAMPLE SYSTEMkini didukung untuk tabel Data Source v2, sehingga pengambilan sampel tingkat blok berbasis persentase dapat diteruskan ke sumber data guna meningkatkan kinerja. -
CREATE VIEWdanALTER VIEWuntuk katalog DSv2: Katalog Data Source v2 kini mendukung pernyataanCREATE VIEWdanALTER VIEW, menghadirkan kesetaraan DDL tampilan pada katalog non-Hive. -
CREATE METRIC VIEWpada katalog V2:CREATE METRIC VIEWsekarang didukung pada katalog Sumber Data v2. - Fungsi kuantil KLL di SQL: SQL sekarang secara asli mendukung fungsi sketsa kuantil KLL yang didukung oleh Apache DataSketches, termasuk fungsi agregasi dan komputasi CDF untuk perkiraan kueri kuantil.
- Fungsi Tuple Sketch di SQL: SQL kini mendukung secara native fungsi agregasi Apache Tuple Sketch, yang memungkinkan operasi aproksimasi interseksi dan union pada payload dengan tipe arbitrer.
-
withSchemaEvolution()di API penulis DataFrame: API penulis DataFrame sekarang menyertakanwithSchemaEvolution(), yang memungkinkan evolusi skema otomatis saat menulis ke tabel yang mendukungnya. -
Dataset.zipWithIndexdi Scala API: ScalaDatasetAPI sekarang mencakupzipWithIndex, memasangkan setiap elemen dengan posisi indeksnya, konsisten dengan API Python dan Java yang ada. - UDF skalar dalam argumen fungsi bernilai tabel: SQL sekarang mendukung penggunaan fungsi skalar yang ditentukan pengguna sebagai argumen untuk fungsi bernilai tabel, memungkinkan parameterisasi yang lebih kaya.
-
DataFrameGroupBy.covin pandas API on Spark: API pandas di Spark kini mendukungDataFrameGroupBy.cov, yang menghitung kovariansi berpasangan antarkolom dalam setiap grup. -
SeriesGroupBy.describedalam API panda di Spark: API pandas di Spark sekarang mendukungSeriesGroupBy.describe, menghasilkan statistik deskriptif untuk setiap grup. - Rencanakan tautan unduhan di Spark UI: Halaman eksekusi Spark UI sekarang menyertakan tautan unduhan untuk rencana kueri dalam format SVG, DOT, dan TXT.
-
pa.ChunkedArraydukungan untukcreateDataFrame:createDataFrame()kini dapat menangani DataFrame pandas dengan kolomChunkedArrayPyArrow secara benar, sehingga mencegah kesalahan tipe saat menggunakan data pandas berbasis Arrow. -
Dukungan codegen untuk fungsi array dengan urutan lebih tinggi: Array fungsi dengan urutan lebih tinggi seperti
filter, ,transformdanaggregatesekarang mendapat manfaat dari pembuatan bytecode JVM selama kompilasi kueri, meningkatkan performa untuk beban kerja yang sangat menggunakan fungsi ini. -
Perbaikan:
exceptAllkebenaran setelahdropDuplicatesdengan subset kolom: Bug diperbaiki saatdf.dropDuplicates(subset).exceptAll(other)menghasilkan hasil yang salah. Perbaikan ini memastikan logika pelacakan duplikat menangani deduplikasi subset dengan benar. - Perbaikan: Pengurai SQL mempertahankan pernyataan yang diakhir dengan komentar blok: Bug diperbaiki di mana pernyataan SQL yang diakhir dengan komentar blok dihilangkan secara diam-diam oleh pemisah titik koma. Semua pernyataan sekarang diurai dengan benar terlepas dari gaya komentar berikutnya.
- Perbaikan: keakuratan join stream-stream dalam format state V4: Sebuah bug telah diperbaiki pada join stream-stream dengan predikat jendela waktu saat menggunakan format penyimpanan state RocksDB V4, sehingga mencegah hasil join yang tidak benar selama kueri streaming dengan state.
Peningkatan pustaka
Library hanya diperbarui jika versi lama menimbulkan risiko keamanan. Ketika kerentanan diidentifikasi, Databricks meningkatkan ke versi paling awal yang menyelesaikan masalah. Jika versi pustaka ditingkatkan selama siklus rilis ini karena adanya patch keamanan yang telah dikonfirmasi, versi sebelumnya juga dicantumkan untuk mendokumentasikan transisi.
Python
| Library | Versi | Tanggal diperkenalkan |
|---|---|---|
| anyio | 4.10.0 | Juni 15, 2026 |
| arro3-core | 0.8.0 | Juni 15, 2026 |
| azure-core | 1.41.0 | Juni 15, 2026 |
| azure-identity | 1.25.3 | Juni 15, 2026 |
| azure-mgmt-web | 10.1.0 | Juni 15, 2026 |
| azure-storage-blob | 12.29.0 | Juni 15, 2026 |
| azure-storage-file-datalake | 12.24.0 | Juni 15, 2026 |
| black | 25.9.0 | Juni 15, 2026 |
| boto3 | 1.40.46 | Juni 15, 2026 |
| botocore | 1.40.46 | Juni 15, 2026 |
| certifi | 2025.11.12 | Juni 15, 2026 |
| cffi | 2.0.0 | Juni 15, 2026 |
| charset-normalizer | 3.4.4 | Juni 15, 2026 |
| klik | 8.2.1 | Juni 15, 2026 |
| cloudpickle | 3.1.1 | Juni 15, 2026 |
| comm | 0.2.3 | Juni 15, 2026 |
| contourpy | 1.3.3 | Juni 15, 2026 |
| cryptography | 46.0.3 | Juni 15, 2026 |
| databricks-agents | 1.11.0 | Juni 15, 2026 |
| databricks-sdk | 0.108.0 | Juni 15, 2026 |
| debugpy | 1.8.16 | Juni 15, 2026 |
| decorator | 5.2.1 | Juni 15, 2026 |
| deltalake | 1.5.1 | Juni 15, 2026 |
| Deprecated | 1.3.1 | Juni 15, 2026 |
| distlib | 0.4.0 | Juni 15, 2026 |
| Mengeksekusi | 2.2.1 | Juni 15, 2026 |
| fastapi | 0.136.3 | Juni 15, 2026 |
| filelock | 3.29.0 | Juni 15, 2026 |
| fonttools | 4.60.1 | Juni 15, 2026 |
| GitPython | 3.1.45 | Juni 15, 2026 |
| google-api-core | 2.30.3 | Juni 15, 2026 |
| google-auth | 2.53.0 | Juni 15, 2026 |
| google-cloud-core | 2.6.0 | Juni 15, 2026 |
| google-cloud-storage | 3.10.1 | Juni 15, 2026 |
| google-resumable-media | 2.9.0 | Juni 15, 2026 |
| googleapis-common-protos | 1.71.0 | Juni 15, 2026 |
| grpcio | 1.76.0 | Juni 15, 2026 |
| grpcio-status | 1.76.0 | Juni 15, 2026 |
| idna | 3.11 | Juni 15, 2026 |
| importlib_metadata | 8.7.0 | Juni 15, 2026 |
| iniconfig | 2.1.0 | Juni 15, 2026 |
| ipyflow-core | 0.0.227 | Juni 15, 2026 |
| ipykernel | 6.31.0 | Juni 15, 2026 |
| ipython | 9.7.0 | Juni 15, 2026 |
| ipywidgets | 8.1.7 | Juni 15, 2026 |
| joblib | 1.5.2 | Juni 15, 2026 |
| jupyter_core | 5.8.1 | Juni 15, 2026 |
| jupyterlab_widgets | 3.0.15 | Juni 15, 2026 |
| matplotlib | 3.10.6 | Juni 15, 2026 |
| matplotlib-inline | 0.2.1 | Juni 15, 2026 |
| mdurl | 0.1.2 | Juni 15, 2026 |
| mlflow-skinny | 3.12.0 | Juni 15, 2026 |
| mmh3 | 5.2.1 | Juni 15, 2026 |
| msal (Microsoft Authentication Library) | 1.36.0 | Juni 15, 2026 |
| numpy | 2.3.4 | Juni 15, 2026 |
| opentelemetry-api | 1.42.1 | Juni 15, 2026 |
| opentelemetry-proto | 1.42.1 | Juni 15, 2026 |
| opentelemetry-sdk | 1.42.1 | Juni 15, 2026 |
| opentelemetry-semantic-conventions | 0.63b1 | Juni 15, 2026 |
| packaging | 25.0 | Juni 15, 2026 |
| pandas | 2.3.3 | Juni 15, 2026 |
| parso | 0.8.5 | Juni 15, 2026 |
| pathspec | 0.12.1 | Juni 15, 2026 |
| pexpect | 4.9.0 | Juni 15, 2026 |
| bantal | 12.0.0 | Juni 15, 2026 |
| pip | 25,3 | Juni 15, 2026 |
| platformdirs | 4.5.0 | Juni 15, 2026 |
| proto-plus | 1.28.0 | Juni 15, 2026 |
| protobuf | 6.33.5 | Juni 15, 2026 |
| psutil | 7.0.0 | Juni 15, 2026 |
| pyasn1 | 0.6.1 | Juni 15, 2026 |
| pyccolo | 0.0.83 | Juni 15, 2026 |
| pycparser | 2.23 | Juni 15, 2026 |
| pydantic | 2.13.3 | Juni 15, 2026 |
| pydantic_core | 2.46.3 | Juni 15, 2026 |
| Pygments | 2.19.2 | Juni 15, 2026 |
| pyiceberg | 0.11.1 | Juni 15, 2026 |
| pyparsing | 3.2.5 | Juni 15, 2026 |
| pyright | 1.1.409 | Juni 15, 2026 |
| pyroaring | 1.1.0 | Juni 15, 2026 |
| pytest | 8.4.2 | Juni 15, 2026 |
| python-dotenv | 1.2.2 | Juni 15, 2026 |
| pytz | 2025.2 | Juni 15, 2026 |
| PyYAML | 6.0.3 | Juni 15, 2026 |
| pyzmq | 27.1.0 | Juni 15, 2026 |
| regex | 2025.9.1 | Juni 15, 2026 |
| requests | 2.32.5 | Juni 15, 2026 |
| rich | 14.2.0 | Juni 15, 2026 |
| scikit-learn | 1.7.2 | Juni 15, 2026 |
| scipy | 1.16.3 | Juni 15, 2026 |
| setuptools | 80.9.0 | Juni 15, 2026 |
| starlette | 0.52.1 | Juni 15, 2026 |
| tenacity | 9.1.2 | Juni 15, 2026 |
| tiktoken | 0.13.0 | Juni 15, 2026 |
| tokenize_rt | 6.2.0 | Juni 15, 2026 |
| typing_extensions | 4.15.0 | Juni 15, 2026 |
| tzdata | 2026.2 | Juni 15, 2026 |
| urllib3 | 2.5.0 | Juni 15, 2026 |
| uvicorn | 0.48.0 | Juni 15, 2026 |
| virtualenv | 20.35.4 | Juni 15, 2026 |
| wcwidth | 0.2.13 | Juni 15, 2026 |
| widgetsnbextension | 4.0.14 | Juni 15, 2026 |
| zipp | 3.23.0 | Juni 15, 2026 |
| zstandard | 0.25.0 | Juni 15, 2026 |
R
| Library | Versi | Tanggal diperkenalkan |
|---|---|---|
| anak panah | 24.0.0 | Juni 15, 2026 |
| backports | 1.5.1 | Juni 15, 2026 |
| dasar | 4.6.0 | Juni 15, 2026 |
| base64enc | 0.1-6 | Juni 15, 2026 |
| bit64 | 4.8.0 | Juni 15, 2026 |
| blob | 1.3.0 | Juni 15, 2026 |
| broom | 1.0.12 | Juni 15, 2026 |
| bslib | 0.10.0 | Juni 15, 2026 |
| cli | 3.6.6 | Juni 15, 2026 |
| jam dinding | 0.7.4 | Juni 15, 2026 |
| compiler | 4.6.0 | Juni 15, 2026 |
| cpp11 | 0.5.5 | Juni 15, 2026 |
| curl | 7.1.0 | Juni 15, 2026 |
| data.table | 1.18.4 | Juni 15, 2026 |
| datasets | 4.6.0 | Juni 15, 2026 |
| DBI | 1.3.0 | Juni 15, 2026 |
| dbplyr | 2.5.2 | Juni 15, 2026 |
| devtools | 2.5.2 | Juni 15, 2026 |
| dplyr | 1.2.1 | Juni 15, 2026 |
| dtplyr | 1.3.3 | Juni 15, 2026 |
| e1071 | 1.7-17 | Juni 15, 2026 |
| elipsis | 0.3.3 | Juni 15, 2026 |
| fs | 2.1.0 | Juni 15, 2026 |
| future | 1.70.0 | Juni 15, 2026 |
| future.apply | 1.20.2 | Juni 15, 2026 |
| kumur | 1.6.1 | Juni 15, 2026 |
| Gert | 2.3.1 | Juni 15, 2026 |
| ggplot2 | 4.0.3 | Juni 15, 2026 |
| glmnet | 5.0 | Juni 15, 2026 |
| globals | 0.19.1 | Juni 15, 2026 |
| lem | 1.8.1 | Juni 15, 2026 |
| graphics | 4.6.0 | Juni 15, 2026 |
| grDevices | 4.6.0 | Juni 15, 2026 |
| kisi | 4.6.0 | Juni 15, 2026 |
| gt | 1.3.0 | Juni 15, 2026 |
| hardhat | 1.4.3 | Juni 15, 2026 |
| highr | 0.12 | Juni 15, 2026 |
| htmltools | 0.5.9 | Juni 15, 2026 |
| httpuv | 1.6.17 | Juni 15, 2026 |
| httr | 1.4.8 | Juni 15, 2026 |
| httr2 | 1.2.2 | Juni 15, 2026 |
| isoband | 0.3.0 | Juni 15, 2026 |
| knitr | 1.51 | Juni 15, 2026 |
| later | 1.4.8 | Juni 15, 2026 |
| lava | 1.9.0 | Juni 15, 2026 |
| siklus hidup | 1.0.5 | Juni 15, 2026 |
| listenv | 0.10.1 | Juni 15, 2026 |
| litedown | 0.9 | Juni 15, 2026 |
| lubridate | 1.9.5 | Juni 15, 2026 |
| magrittr | 2.0.5 | Juni 15, 2026 |
| methods | 4.6.0 | Juni 15, 2026 |
| mlflow | 3.10.1 | Juni 15, 2026 |
| openssl | 2.4.0 | Juni 15, 2026 |
| parallel | 4.6.0 | Juni 15, 2026 |
| parallelly | 1.47.0 | Juni 15, 2026 |
| pkgload | 1.5.2 | Juni 15, 2026 |
| processx | 3.9.0 | Juni 15, 2026 |
| prodlim | 2026.03.11 | Juni 15, 2026 |
| progressr | 0.19.0 | Juni 15, 2026 |
| proksi | 0.4-29 | Juni 15, 2026 |
| ps | 1.9.3 | Juni 15, 2026 |
| purrr | 1.2.2 | Juni 15, 2026 |
| ragg | 1.5.2 | Juni 15, 2026 |
| rappdirs | 0.3.4 | Juni 15, 2026 |
| Rcpp | 1.1.1-1.1 | Juni 15, 2026 |
| reactable | 0.4.5 | Juni 15, 2026 |
| alat baca | 2.2.0 | Juni 15, 2026 |
| recipes | 1.3.2 | Juni 15, 2026 |
| rlang | 1.2.0 | Juni 15, 2026 |
| rmarkdown | 2.31 | Juni 15, 2026 |
| RODBC | 1.3-26.1 | Juni 15, 2026 |
| roxygen2 | 8.0.0 | Juni 15, 2026 |
| Rserve | 1.8-19 | Juni 15, 2026 |
| RSQLite | 3.52.0 | Juni 15, 2026 |
| rstudioapi | 0.18.0 | Juni 15, 2026 |
| S7 | 0.2.2 | Juni 15, 2026 |
| selectr | 0.5-1 | Juni 15, 2026 |
| shiny | 1.13.0 | Juni 15, 2026 |
| sourcetools | 0.1.7-2 | Juni 15, 2026 |
| sparklyr | 1.9.4 | Juni 15, 2026 |
| SparkR | 4.2.0 | Juni 15, 2026 |
| sparsevctrs | 0.3.6 | Juni 15, 2026 |
| splines | 4.6.0 | Juni 15, 2026 |
| sqldf | 0.4-12 | Juni 15, 2026 |
| SQUAREM | 2026.1 | Juni 15, 2026 |
| stats | 4.6.0 | Juni 15, 2026 |
| stats4 | 4.6.0 | Juni 15, 2026 |
| swagger | 5.32.1 | Juni 15, 2026 |
| systemfonts | 1.3.2 | Juni 15, 2026 |
| tcltk | 4.6.0 | Juni 15, 2026 |
| testthat | 3.3.2 | Juni 15, 2026 |
| textshaping | 1.0.5 | Juni 15, 2026 |
| tibble | 3.3.1 | Juni 15, 2026 |
| tidyr | 1.3.2 | Juni 15, 2026 |
| timechange | 0.4.0 | Juni 15, 2026 |
| timeDate | 4052.112 | Juni 15, 2026 |
| tinytex | 0.59 | Juni 15, 2026 |
| perangkat | 4.6.0 | Juni 15, 2026 |
| utils | 4.6.0 | Juni 15, 2026 |
| uuid | 1.2-2 | Juni 15, 2026 |
| V8 | 8.2.0 | Juni 15, 2026 |
| vctrs | 0.7.3 | Juni 15, 2026 |
| viridisLite | 0.4.3 | Juni 15, 2026 |
| vroom | 1.7.1 | Juni 15, 2026 |
| xfun | 0.57 | Juni 15, 2026 |
| xml2 | 1.5.2 | Juni 15, 2026 |
| xtable | 1.8-8 | Juni 15, 2026 |
| yaml | 2.3.12 | Juni 15, 2026 |
Java
| Library | Versi | Tanggal diperkenalkan |
|---|---|---|
| com.fasterxml.jackson.core.jackson-annotations | 2.21 | Juni 15, 2026 |
| com.fasterxml.jackson.core.jackson-core | 2.21.2 | Juni 15, 2026 |
| com.fasterxml.jackson.core.jackson-databind | 2.21.2 | Juni 15, 2026 |
| com.fasterxml.jackson.datatype.jackson-datatype-joda | 2.21.2 | Juni 15, 2026 |
| com.fasterxml.jackson.datatype.jackson-datatype-jsr310 | 2.21.2 | Juni 15, 2026 |
| com.fasterxml.jackson.module.jackson-module-paranamer | 2.21.2 | Juni 15, 2026 |
| com.fasterxml.jackson.module.jackson-module-scala_2.13 | 2.21.2 | Juni 15, 2026 |
| com.github.luben.zstd-jni | 1.5.7-8 | Juni 15, 2026 |
| com.google.api.grpc.proto-google-common-protos | 2.41.0 | Juni 15, 2026 |
| com.google.code.gson.gson | 2.13.2 | Juni 15, 2026 |
| com.google.crypto.tink.tink | 1.20.0 | Juni 15, 2026 |
| com.google.errorprone.error_prone_annotations | 2.47.0 | Juni 15, 2026 |
| com.google.guava.guava | 33.6.0-jre | Juni 15, 2026 |
| com.google.j2objc.j2objc-anotasis | 3.1 | Juni 15, 2026 |
| com.google.protobuf.protobuf-java | 4.33.0 | Juni 15, 2026 |
| com.google.protobuf.protobuf-java-util | 4.33.0 | Juni 15, 2026 |
| com.microsoft.sqlserver.mssql-jdbc | 13.2.1.jre11 | Juni 15, 2026 |
| com.ning.compress-lzf | 1.2.0 | Juni 15, 2026 |
| com.thoughtworks.paranamer.paranamer | 2.8.3 | Juni 15, 2026 |
| commons-cli.commons-cli | 1.11.0 | Juni 15, 2026 |
| commons-codec.commons-codec | 1.22.0 | Juni 15, 2026 |
| commons-io.commons-io | 2.22.0 | Juni 15, 2026 |
| dev.ludovic.netlib.arpack | 3.2.0 | Juni 15, 2026 |
| dev.ludovic.netlib.blas | 3.2.0 | Juni 15, 2026 |
| dev.ludovic.netlib.lapack | 3.2.0 | Juni 15, 2026 |
| io.airlift.aircompressor | 2.0.3 | Juni 15, 2026 |
| io.delta.delta-sharing-client_2.13 | 1.4.0 | Juni 15, 2026 |
| io.netty.netty-all | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-buffer | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-codec | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-codec-base | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-codec-classes-quic | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-codec-compression | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-codec-http | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-codec-http2 | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-codec-native-quic | 4.2.13.Final-windows-x86_64 | Juni 15, 2026 |
| io.netty.netty-codec-socks | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-common | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-handler | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-handler-proxy | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-resolver | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-tcnative-boringssl-static | 2.0.77.Final-db-r0-windows-x86_64 | Juni 15, 2026 |
| kelas io.netty.netty-tcnative | 2.0.77.Final | Juni 15, 2026 |
| io.netty.netty-transport | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-transport-classes-epoll | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-transport-classes-kqueue | 4.2.13.Final | Juni 15, 2026 |
| io.netty.netty-transport-native-epoll | 4.2.13.Final-linux-x86_64 | Juni 15, 2026 |
| io.netty.netty-transport-native-kqueue | 4.2.13.Final-osx-x86_64 | Juni 15, 2026 |
| io.netty.netty-transport-native-unix-common | 4.2.13.Final | Juni 15, 2026 |
| jakarta.annotation.jakarta.annotation-api | 2.1.1 | Juni 15, 2026 |
| jakarta.servlet.jakarta.servlet-api | 6.0.0 | Juni 15, 2026 |
| jakarta.ws.rs.jakarta.ws.rs-api | 3.1.0 | Juni 15, 2026 |
| joda-time.joda-time | 2.14.1 | Juni 15, 2026 |
| org.apache.arrow.arrow-compression | 19.0.0 | Juni 15, 2026 |
| org.apache.arrow.arrow-format | 19.0.0 | Juni 15, 2026 |
| org.apache.arrow.arrow-memory-core | 19.0.0 | Juni 15, 2026 |
| org.apache.arrow.arrow-memory-netty | 19.0.0 | Juni 15, 2026 |
| org.apache.arrow.arrow-memory-netty-buffer-patch | 19.0.0 | Juni 15, 2026 |
| org.apache.arrow.arrow-vector | 19.0.0 | Juni 15, 2026 |
| org.apache.commons.commons-configuration2 | 2.15.0 | Juni 15, 2026 |
| org.apache.commons.commons-lang3 | 3.20.0 | Juni 15, 2026 |
| org.apache.commons.commons-text | 1.15.0 | Juni 15, 2026 |
| org.apache.derby.derby | 10.16.1.1 | Juni 15, 2026 |
| org.apache.hadoop.hadoop-client-runtime | 3.5.0 | Juni 15, 2026 |
| org.apache.logging.log4j.log4j-1.2-api | 2.25.4 | Juni 15, 2026 |
| org.apache.logging.log4j.log4j-api | 2.25.4 | Juni 15, 2026 |
| org.apache.logging.log4j.log4j-core | 2.25.4 | Juni 15, 2026 |
| org.apache.logging.log4j.log4j-layout-template-json | 2.25.4 | Juni 15, 2026 |
| org.apache.logging.log4j.log4j-slf4j2-impl | 2.25.4 | Juni 15, 2026 |
| org.apache.orc.orc-core | 2.3.0-shaded-protobuf | Juni 15, 2026 |
| org.apache.orc.orc-mapreduce | 2.3.0-shaded-protobuf | Juni 15, 2026 |
| org.apache.orc.orc-shims | 2.3.0 | Juni 15, 2026 |
| org.apache.xbean.xbean-asm9-shaded | 4.30 | Juni 15, 2026 |
| org.apache.zookeeper.zookeeper | 3.9.5 | Juni 15, 2026 |
| org.apache.zookeeper.zookeeper-jute | 3.9.5 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-alpn-client | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-client | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-http | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-io | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-jndi | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-plus | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-security | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-server | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-util | 12.1.8 | Juni 15, 2026 |
| org.eclipse.jetty.jetty-xml | 12.1.8 | Juni 15, 2026 |
| org.glassfish.hk2.external.aopalliance-repackaged | 3.0.6 | Juni 15, 2026 |
| org.glassfish.hk2.hk2-api | 3.0.6 | Juni 15, 2026 |
| org.glassfish.hk2.hk2-locator | 3.0.6 | Juni 15, 2026 |
| org.glassfish.hk2.hk2-utils | 3.0.6 | Juni 15, 2026 |
| org.glassfish.jersey.containers.jersey-container-servlet | 3.1.11 | Juni 15, 2026 |
| org.glassfish.jersey.containers.jersey-container-servlet-core | 3.1.11 | Juni 15, 2026 |
| org.glassfish.jersey.core.jersey-client | 3.1.11 | Juni 15, 2026 |
| org.glassfish.jersey.core.jersey-common | 3.1.11 | Juni 15, 2026 |
| org.glassfish.jersey.core.jersey-server | 3.1.11 | Juni 15, 2026 |
| org.glassfish.jersey.inject.jersey-hk2 | 3.1.11 | Juni 15, 2026 |
| org.javassist.javassist | 3.30.2-GA | Juni 15, 2026 |
| org.objenesis.objenesis | 3.5 | Juni 15, 2026 |
| org.postgresql.postgresql | 42.7.7 | Juni 15, 2026 |
| org.roaringbitmap.RoaringBitmap | 1.6.10 | Juni 15, 2026 |
| org.tukaani.xz | 1.12 | Juni 15, 2026 |
| org.xerial.snappy.snappy-java | 1.1.10.8 | Juni 15, 2026 |
Dukungan pada driver Databricks ODBC/JDBC
Databricks mendukung driver ODBC/JDBC yang dirilis dalam 2 tahun terakhir. Silakan unduh driver terbaru dan lakukan peningkatan (unduh ODBC, unduh JDBC).
Lingkungan sistem
- Sistem Operasi: Ubuntu 24.04.4 LTS
- Java: Zulu21.48+15-CA
- Scala: 2.13.16
- Python: 3.12.3
- R: 4.6.0
- Danau Delta: 4.2.0
Pustaka Python yang diinstal
| Library | Versi | Library | Versi | Library | Versi |
|---|---|---|---|---|---|
| anotasi-doc | 0.0.4 | annotated-types | 0.7.0 | anyio | 4.10.0 |
| arro3-core | 0.8.0 | asttokens | 3.0.0 | astunparse | 1.6.3 |
| autocommand | 2.2.2 | azure-core | 1.41.0 | azure-identity | 1.25.3 |
| azure-mgmt-core | 1.6.0 | azure-mgmt-web | 10.1.0 | azure-storage-blob | 12.29.0 |
| azure-storage-file-datalake | 12.24.0 | backports.tarfile | 1.2.0 | black | 25.9.0 |
| blinker | 1.7.0 | boto3 | 1.40.46 | botocore | 1.40.46 |
| cachetools | 5.5.1 | certifi | 2025.11.12 | cffi | 2.0.0 |
| charset-normalizer | 3.4.4 | klik | 8.2.1 | cloudpickle | 3.1.1 |
| comm | 0.2.3 | contourpy | 1.3.3 | cryptography | 46.0.3 |
| cycler | 0.11.0 | databricks-agents | 1.11.0 | databricks-sdk | 0.108.0 |
| dataclasses-json | 0.6.7 | dbus-python | 1.3.2 | debugpy | 1.8.16 |
| decorator | 5.2.1 | deltalake | 1.5.1 | Deprecated | 1.3.1 |
| distlib | 0.4.0 | Mengeksekusi | 2.2.1 | fastapi | 0.136.3 |
| filelock | 3.29.0 | fonttools | 4.60.1 | fsspec | 2023.5.0 |
| gitdb | 4.0.11 | GitPython | 3.1.45 | google-api-core | 2.30.3 |
| google-auth | 2.53.0 | google-cloud-core | 2.6.0 | google-cloud-storage | 3.10.1 |
| google-crc32c | 1.8.0 | google-resumable-media | 2.9.0 | googleapis-common-protos | 1.71.0 |
| grpcio | 1.76.0 | grpcio-status | 1.76.0 | h11 | 0.16.0 |
| httplib2 | 0.20.4 | idna | 3.11 | importlib_metadata | 8.7.0 |
| membelokkan | 7.3.1 | iniconfig | 2.1.0 | ipyflow-core | 0.0.227 |
| ipykernel | 6.31.0 | ipython | 9.7.0 | ipython_pygments_lexers | 1.1.1 |
| ipywidgets | 8.1.7 | isodate | 0.7.2 | jaraco.collections | 5.1.0 |
| jaraco.context | 5.3.0 | jaraco.functools | 4.0.1 | jaraco.text | 3.12.1 |
| jedi | 0.19.2 | Jinja2 | 3.1.6 | jmespath | 1.0.1 |
| joblib | 1.5.2 | jupyter_client | 8.6.3 | jupyter_core | 5.8.1 |
| jupyterlab_widgets | 3.0.15 | kiwisolver | 1.4.8 | launchpadlib | 1.11.0 |
| lazr.restfulclient | 0.14.6 | lazr.uri | 1.0.6 | markdown-it-py | 2.2.0 |
| MarkupSafe | 3.0.2 | kembang gula (marshmallow) | 3.26.2 | matplotlib | 3.10.6 |
| matplotlib-inline | 0.2.1 | Mccabe | 0.7.0 | mdurl | 0.1.2 |
| mlflow-skinny | 3.12.0 | mmh3 | 5.2.1 | more-itertools | 10.3.0 |
| msal (Microsoft Authentication Library) | 1.36.0 | msal-extensions | 1.3.1 | msrest | 0.7.1 |
| mypy-extensions | 1.0.0 | nest-asyncio | 1.6.0 | nodeenv | 1.10.0 |
| numpy | 2.3.4 | oauthlib | 3.2.2 | opentelemetry-api | 1.42.1 |
| opentelemetry-proto | 1.42.1 | opentelemetry-sdk | 1.42.1 | opentelemetry-semantic-conventions | 0.63b1 |
| packaging | 25.0 | pandas | 2.3.3 | parso | 0.8.5 |
| pathspec | 0.12.1 | pexpect | 4.9.0 | bantal | 12.0.0 |
| pip | 25,3 | platformdirs | 4.5.0 | pluggy | 1.5.0 |
| prompt_toolkit | 3.0.52 | proto-plus | 1.28.0 | protobuf | 6.33.5 |
| psutil | 7.0.0 | ptyprocess | 0.7.0 | pure_eval | 0.2.3 |
| pyarrow | 21.0.0 | pyasn1 | 0.6.1 | pyasn1_modules | 0.4.2 |
| pyccolo | 0.0.83 | pycparser | 2.23 | pydantic | 2.13.3 |
| pydantic_core | 2.46.3 | pyflakes | 3.2.0 | Pygments | 2.19.2 |
| PyGObject | 3.48.2 | pyiceberg | 0.11.1 | PyJWT | 2.10.1 |
| pyparsing | 3.2.5 | pyright | 1.1.409 | pyroaring | 1.1.0 |
| pytest | 8.4.2 | python-dateutil | 2.9.0.post0 | python-dotenv | 1.2.2 |
| pytokens | 0.2.0 | pytz | 2025.2 | PyYAML | 6.0.3 |
| pyzmq | 27.1.0 | regex | 2025.9.1 | requests | 2.32.5 |
| requests-oauthlib | 2.0.0 | rich | 14.2.0 | s3transfer | 0.14.0 |
| scikit-learn | 1.7.2 | scipy | 1.16.3 | setuptools | 80.9.0 |
| six | 1.17.0 | smmap | 5.0.0 | sniffio | 1.3.0 |
| sqlparse | 0.5.5 | ssh-import-id | 5.11 | stack-data | 0.6.3 |
| starlette | 0.52.1 | strictyaml | 1.7.3 | tenacity | 9.1.2 |
| threadpoolctl | 3.5.0 | tiktoken | 0.13.0 | tokenize_rt | 6.2.0 |
| tomli | 2.0.1 | tornado | 6.5.1 | tqdm | 4.67.1 |
| traitlets | 5.14.3 | typeguard | 4.3.0 | mengetik-memeriksa | 0.9.0 |
| inspeksi-pengetikan | 0.4.2 | typing_extensions | 4.15.0 | tzdata | 2026.2 |
| unattended-upgrades | 0.1 | urllib3 | 2.5.0 | uvicorn | 0.48.0 |
| virtualenv | 20.35.4 | wadllib | 1.3.6 | wcwidth | 0.2.13 |
| wheel | 0.45.1 | Setiap kali | 0.7.3 | widgetsnbextension | 4.0.14 |
| wrapt | 1.17.0 | zipp | 3.23.0 | zstandard | 0.25.0 |
Perpustakaan R yang terinstal
Pustaka R diinstal dari snapshot CRAN di Posit Package Manager pada PACKAGES.
| Library | Versi | Library | Versi | Library | Versi |
|---|---|---|---|---|---|
| anak panah | 24.0.0 | askpass | 1.2.1 | assertthat | 0.2.1 |
| backports | 1.5.1 | dasar | 4.6.0 | base64enc | 0.1-6 |
| bigD | 0.3.1 | bit | 4.6.0 | bit64 | 4.8.0 |
| bitops | 1.0-9 | blob | 1.3.0 | boot | 1.3-30 |
| brew | 1.0-10 | Brio | 1.1.5 | broom | 1.0.12 |
| bslib | 0.10.0 | cachem | 1.1.0 | callr | 3.7.6 |
| caret | 7.0-1 | cellranger | 1.1.0 | chron | 2.3-62 |
| class | 7.3-22 | cli | 3.6.6 | clipr | 0.8.0 |
| jam dinding | 0.7.4 | kluster | 2.1.6 | codetools | 0.2-20 |
| commonmark | 2.0.0 | compiler | 4.6.0 | config | 0.3.2 |
| conflicted | 1.2.0 | cpp11 | 0.5.5 | crayon | 1.5.3 |
| kredensial | 2.0.3 | curl | 7.1.0 | data.table | 1.18.4 |
| datasets | 4.6.0 | DBI | 1.3.0 | dbplyr | 2.5.2 |
| desc | 1.4.3 | devtools | 2.5.2 | bagan | 1.6.5 |
| diffobj | 0.3.6 | digest | 0.6.39 | downlit | 0.4.5 |
| dplyr | 1.2.1 | dtplyr | 1.3.3 | e1071 | 1.7-17 |
| elipsis | 0.3.3 | evaluate | 1.0.5 | fansi | 1.0.7 |
| farver | 2.1.2 | fastmap | 1.2.0 | fontawesome | 0.5.3 |
| forcats | 1.0.1 | foreach | 1.5.2 | foreign | 0.8-86 |
| fs | 2.1.0 | future | 1.70.0 | future.apply | 1.20.2 |
| kumur | 1.6.1 | generics | 0.1.4 | Gert | 2.3.1 |
| ggplot2 | 4.0.3 | gh | 1.5.0 | git2r | 0.36.2 |
| gitcreds | 0.1.2 | glmnet | 5.0 | globals | 0.19.1 |
| lem | 1.8.1 | googledrive | 2.1.2 | googlesheets4 | 1.1.2 |
| Gower | 1.0.2 | graphics | 4.6.0 | grDevices | 4.6.0 |
| kisi | 4.6.0 | gridExtra | 2.3 | gsubfn | 0.7 |
| gt | 1.3.0 | gtabel | 0.3.6 | hardhat | 1.4.3 |
| haven | 2.5.5 | highr | 0.12 | hms | 1.1.4 |
| htmltools | 0.5.9 | htmlwidgets | 1.6.4 | httpuv | 1.6.17 |
| httr | 1.4.8 | httr2 | 1.2.2 | ids | 1.0.1 |
| ini | 0.3.1 | ipred | 0.9-15 | isoband | 0.3.0 |
| iterators | 1.0.14 | jquerylib | 0.1.4 | jsonlite | 2.0.0 |
| juicyjuice | 0.1.0 | KernSmooth | 2.23-22 | knitr | 1.51 |
| labeling | 0.4.3 | later | 1.4.8 | lattice | 0.22-5 |
| lava | 1.9.0 | siklus hidup | 1.0.5 | listenv | 0.10.1 |
| litedown | 0.9 | lubridate | 1.9.5 | magrittr | 2.0.5 |
| markdown | 2.0 | MASS | 7.3-60.0.1 | Matrix | 1.6-5 |
| memoise | 2.0.1 | methods | 4.6.0 | mgcv | 1.9-1 |
| mime | 0.13 | miniUI | 0.1.2 | mlflow | 3.10.1 |
| ModelMetrics | 1.2.2.2 | modelr | 0.1.11 | nlme | 3.1-164 |
| nnet | 7.3-19 | numDeriv | 2016.8-1.1 | openssl | 2.4.0 |
| otel | 0.2.0 | pak | 0.9.5 | parallel | 4.6.0 |
| parallelly | 1.47.0 | pillar | 1.11.1 | pkgbuild | 1.4.8 |
| pkgconfig | 2.0.3 | pkgdown | 2.2.0 | pkgload | 1.5.2 |
| plyr | 1.8.9 | apresiasi | 1.0.0 | prettyunits | 1.2.0 |
| pROC | 1.19.0.1 | processx | 3.9.0 | prodlim | 2026.03.11 |
| profvis | 0.4.0 | progress | 1.2.3 | progressr | 0.19.0 |
| promises | 1.5.0 | proto | 1.0.0 | proksi | 0.4-29 |
| ps | 1.9.3 | purrr | 1.2.2 | R6 | 2.6.1 |
| ragg | 1.5.2 | randomForest | 4.7-1.2 | rappdirs | 0.3.4 |
| rcmdcheck | 1.4.0 | RColorBrewer | 1.1-3 | Rcpp | 1.1.1-1.1 |
| RcppEigen | 0.3.4.0.2 | reactable | 0.4.5 | reactR | 0.6.1 |
| alat baca | 2.2.0 | readxl | 1.4.5 | recipes | 1.3.2 |
| rematch | 2.0.0 | rematch2 | 2.1.2 | reprex | 2.1.1 |
| reshape2 | 1.4.5 | rlang | 1.2.0 | rmarkdown | 2.31 |
| RODBC | 1.3-26.1 | roxygen2 | 8.0.0 | rpart | 4.1.23 |
| rprojroot | 2.1.1 | Rserve | 1.8-19 | RSQLite | 3.52.0 |
| rstudioapi | 0.18.0 | rversions | 3.0.0 | rvest | 1.0.5 |
| S7 | 0.2.2 | sass | 0.4.10 | scales | 1.4.0 |
| selectr | 0.5-1 | sessioninfo | 1.2.3 | bentuk | 1.4.6.1 |
| shiny | 1.13.0 | sourcetools | 0.1.7-2 | sparklyr | 1.9.4 |
| SparkR | 4.2.0 | sparsevctrs | 0.3.6 | spasial | 7.3-17 |
| splines | 4.6.0 | sqldf | 0.4-12 | SQUAREM | 2026.1 |
| stats | 4.6.0 | stats4 | 4.6.0 | stringi | 1.8.7 |
| stringr | 1.6.0 | survival | 3.5-8 | swagger | 5.32.1 |
| Sistem | 3.4.3 | systemfonts | 1.3.2 | tcltk | 4.6.0 |
| testthat | 3.3.2 | textshaping | 1.0.5 | tibble | 3.3.1 |
| tidyr | 1.3.2 | tidyselect | 1.2.1 | tidyverse | 2.0.0 |
| timechange | 0.4.0 | timeDate | 4052.112 | tinytex | 0.59 |
| perangkat | 4.6.0 | tzdb | 0.5.0 | urlchecker | 1.0.1 |
| usethis | 3.2.1 | utf8 | 1.2.6 | utils | 4.6.0 |
| uuid | 1.2-2 | V8 | 8.2.0 | vctrs | 0.7.3 |
| viridisLite | 0.4.3 | vroom | 1.7.1 | waldo | 0.6.2 |
| whisker | 0.4.1 | withr | 3.0.2 | xfun | 0.57 |
| xml2 | 1.5.2 | xopen | 1.0.1 | xtable | 1.8-8 |
| yaml | 2.3.12 | zeallot | 0.2.0 | zip | 2.3.3 |
Pustaka Java dan Scala terinstal (versi kluster Scala 2.13)
| ID Kelompok | Identifikasi Artefak | Versi |
|---|---|---|
| antlr | antlr | 2.7.7 |
| at.yawk.lz4 | lz4-java | 1.11.0 |
| com.clearspring.analytics | aliran | 2.9.8 |
| com.databricks | Rserve | 1.8-3 |
| com.databricks | databricks-sdk-java | 0.53.0 |
| com.databricks | jets3t | 0.7.1-0 |
| com.databricks.scalapb | scalapb-runtime_2.13 | 0.4.15-11 |
| com.esotericsoftware | kryo-shaded | 4.0.3 |
| com.esotericsoftware | minlog | 1.3.0 |
| com.fasterxml | classmate | 1.5.1 |
| com.fasterxml.jackson.core | jackson-annotations | 2.21 |
| com.fasterxml.jackson.core | jackson-core | 2.21.2 |
| com.fasterxml.jackson.core | jackson-databind | 2.21.2 |
| com.fasterxml.jackson.dataformat | jackson-dataformat-yaml | 2.15.2 |
| com.fasterxml.jackson.datatype | jackson-datatype-joda | 2.21.2 |
| com.fasterxml.jackson.datatype | jackson-datatype-jsr310 | 2.21.2 |
| com.fasterxml.jackson.module | jackson-module-paranamer | 2.21.2 |
| com.fasterxml.jackson.module | jackson-module-scala_2.13 | 2.21.2 |
| com.github.ben-manes.caffeine | caffeine | 2.9.3 |
| com.github.blemale | scaffeine_2.13 | 4.1.0 |
| com.github.fommil | jniloader | 1.1 |
| com.github.fommil.netlib | native_ref-java | 1.1 |
| com.github.fommil.netlib | native_ref-java | 1.1-natives |
| com.github.fommil.netlib | native_system-java | 1.1 |
| com.github.fommil.netlib | native_system-java | 1.1-natives |
| com.github.fommil.netlib | netlib-native_ref-linux-x86_64 | 1.1-natives |
| com.github.fommil.netlib | netlib-native_system-linux-x86_64 | 1.1-natives |
| com.github.luben | zstd-jni | 1.5.7-8 |
| com.github.virtuald | curvesapi | 1.08 |
| com.github.wendykierp | JTransforms | 3.1 |
| com.google.api.grpc | proto-google-common-protos | 2.41.0 |
| com.google.auth | google-auth-library-credentials | 1.20.0 |
| com.google.auth | google-auth-library-oauth2-http | 1.20.0 |
| com.google.auto.value | anotasi nilai otomatis | 1.10.4 |
| com.google.code.findbugs | jsr305 | 3.0.0 |
| com.google.code.gson | gson | 2.13.2 |
| com.google.crypto.tink | tink | 1.20.0 |
| com.google.errorprone | error_prone_annotations | 2.47.0 |
| com.google.flatbuffers | flatbuffers-java | 25.2.10 |
| com.google.guava | failureaccess | 1.0.3 |
| com.google.guava | jambu biji | 33.6.0-jre |
| com.google.http-client | google-http-client | 1.43.3 |
| com.google.http-client | google-http-client-gson | 1.43.3 |
| com.google.j2objc | j2objc-annotations | 3.1 |
| com.google.protobuf | protobuf-java | 4.33.0 |
| com.google.protobuf | protobuf-java-util | 4.33.0 |
| com.helger | profiler | 1.1.1 |
| com.ibm.icu | icu4j | 75.1 |
| com.jcraft | jsch | 0.1.55 |
| com.lihaoyi | sourcecode_2.13 | 0.1.9 |
| com.microsoft.azure | azure-data-lake-store-sdk | 2.3.10 |
| com.microsoft.sqlserver | mssql-jdbc | 13.2.1.jre11 |
| com.ning | compress-lzf | 1.2.0 |
| com.sun.mail | javax.mail | 1.5.2 |
| com.sun.xml.bind | jaxb-core | 2.2.11 |
| com.sun.xml.bind | jaxb-impl | 2.2.11 |
| com.tdunning | Json | 1.8 |
| com.thoughtworks.paranamer | paranamer | 2.8.3 |
| com.trueaccord.lenses | lenses_2.13 | 0.4.13 |
| com.twitter | chill-java | 0.10.0 |
| com.twitter | chill_2.13 | 0.10.0 |
| com.twitter | util-app_2.13 | 19.8.1 |
| com.twitter | util-core_2.13 | 19.8.1 |
| com.twitter | util-function_2.13 | 19.8.1 |
| com.twitter | util-jvm_2.13 | 19.8.1 |
| com.twitter | util-lint_2.13 | 19.8.1 |
| com.twitter | util-registry_2.13 | 19.8.1 |
| com.twitter | util-stats_2.13 | 19.8.1 |
| com.typesafe | config | 1.4.3 |
| com.typesafe.scala-logging | scala-logging_2.13 | 3.9.2 |
| com.uber | h3 | 3.7.3 |
| com.univocity | univocity-parsers | 2.9.1 |
| com.zaxxer | HikariCP | 4.0.3 |
| com.zaxxer | SparseBitSet | 1.3 |
| commons-cli | commons-cli | 1.11.0 |
| commons-codec | commons-codec | 1.22.0 |
| commons-collections | commons-collections | 3.2.2 |
| commons-dbcp | commons-dbcp | 1.4 |
| commons-fileupload | commons-fileupload | 1.6.0 |
| commons-httpclient | commons-httpclient | 3.1 |
| commons-io | commons-io | 2.22.0 |
| commons-lang | commons-lang | 2.6 |
| commons-logging | commons-logging | 1.1.3 |
| commons-pool | commons-pool | 1.5.4 |
| dev.ludovic.netlib | arpack | 3.2.0 |
| dev.ludovic.netlib | blas | 3.2.0 |
| dev.ludovic.netlib | lapack | 3.2.0 |
| info.ganglia.gmetric4j | gmetric4j | 1.0.10 |
| io.airlift | aircompressor | 2.0.3 |
| io.delta | delta-sharing-client_2.13 | 1.4.0 |
| io.dropwizard.metrics | metrics-core | 4.2.37 |
| io.dropwizard.metrics | metrics-graphite | 4.2.37 |
| io.dropwizard.metrics | metrics-healthchecks | 4.2.37 |
| io.dropwizard.metrics | metrik-jmx | 4.2.37 |
| io.dropwizard.metrics | metrics-json | 4.2.37 |
| io.dropwizard.metrics | metrics-jvm | 4.2.37 |
| io.dropwizard.metrics | metrics-servlets | 4.2.37 |
| io.github.java-diff-utils | java-diff-utils | 4,16 |
| io.jsonwebtoken | jjwt-api | 0.13.0 |
| io.jsonwebtoken | jjwt-impl | 0.13.0 |
| io.jsonwebtoken | jjwt-jackson | 0.13.0 |
| io.netty | netty-all | 4.2.13.Final |
| io.netty | netty-buffer | 4.2.13.Final |
| io.netty | netty-codec | 4.2.13.Final |
| io.netty | netty-codec-base | 4.2.13.Final |
| io.netty | netty-codec-classes-quic | 4.2.13.Final |
| io.netty | netty-codec-compression | 4.2.13.Final |
| io.netty | netty-kodek-http | 4.2.13.Final |
| io.netty | netty-codec-http2 | 4.2.13.Final |
| io.netty | netty-codec-native-quic | 4.2.13.Final-linux-aarch_64 |
| io.netty | netty-codec-native-quic | 4.2.13.Final-linux-x86_64 |
| io.netty | netty-codec-native-quic | 4.2.13.Final-osx-aarch_64 |
| io.netty | netty-codec-native-quic | 4.2.13.Final-osx-x86_64 |
| io.netty | netty-codec-native-quic | 4.2.13.Final-windows-x86_64 |
| io.netty | netty-codec-socks | 4.2.13.Final |
| io.netty | netty-common | 4.2.13.Final |
| io.netty | netty-handler | 4.2.13.Final |
| io.netty | netty-handler-proxy | 4.2.13.Final |
| io.netty | netty-resolver | 4.2.13.Final |
| io.netty | netty-tcnative-boringssl-static | 2.0.77.Final-db-r0-linux-aarch_64 |
| io.netty | netty-tcnative-boringssl-static | 2.0.77.Final-db-r0-linux-x86_64 |
| io.netty | netty-tcnative-boringssl-static | 2.0.77.Final-db-r0-osx-aarch_64 |
| io.netty | netty-tcnative-boringssl-static | 2.0.77.Final-db-r0-osx-x86_64 |
| io.netty | netty-tcnative-boringssl-static | 2.0.77.Final-db-r0-windows-x86_64 |
| io.netty | netty-tcnative-classes | 2.0.77.Final |
| io.netty | netty-transport | 4.2.13.Final |
| io.netty | netty-transport-classes-epoll | 4.2.13.Final |
| io.netty | netty-transport-classes-kqueue | 4.2.13.Final |
| io.netty | netty-transport-native-epoll | 4.2.13.Final |
| io.netty | netty-transport-native-epoll | 4.2.13.Final-linux-aarch_64 |
| io.netty | netty-transport-native-epoll | 4.2.13.Final-linux-riscv64 |
| io.netty | netty-transport-native-epoll | 4.2.13.Final-linux-x86_64 |
| io.netty | netty-transport-native-kqueue | 4.2.13.Final-osx-aarch_64 |
| io.netty | netty-transport-native-kqueue | 4.2.13.Final-osx-x86_64 |
| io.netty | netty-transport-native-unix-common | 4.2.13.Final |
| io.opencensus | opencensus-api | 0.31.1 |
| io.opencensus | opencensus-contrib-http-util | 0.31.1 |
| io.prometheus | simpleclient | 0.16.1-databricks |
| io.prometheus | simpleclient_common | 0.16.1-databricks |
| io.prometheus | simpleclient_dropwizard | 0.16.1-databricks |
| io.prometheus | simpleclient_pushgateway | 0.16.1-databricks |
| io.prometheus | simpleclient_servlet | 0.16.1-databricks |
| io.prometheus | simpleclient_servlet_common | 0.16.1-databricks |
| io.prometheus | simpleclient_tracer_common | 0.16.1-databricks |
| io.prometheus | simpleclient_tracer_otel | 0.16.1-databricks |
| io.prometheus | simpleclient_tracer_otel_agent | 0.16.1-databricks |
| io.prometheus.jmx | pengumpul | 0.18.0 |
| jakarta.anotasi | jakarta.annotation-api | 2.1.1 |
| jakarta.enterprise | jakarta.enterprise.cdi-api | 4.0.1 |
| jakarta.enterprise | jakarta.enterprise.lang-model | 4.0.1 |
| jakarta.inject | jakarta.inject-api | 2.0.1 |
| jakarta.interceptor | jakarta.interceptor-api | 2.1.0 |
| jakarta.servlet | jakarta.servlet-api | 6.0.0 |
| jakarta.transaction | jakarta.transaction-api | 2.0.1 |
| jakarta.validation | jakarta.validation-api | 2.0.2 |
| jakarta.ws.rs | jakarta.ws.rs-api | 3.1.0 |
| javax.activation | aktivasi | 1.1.1 |
| javax.annotation | javax.annotation-api | 1.3.2 |
| javax.el | javax.el-api | 2.2.4 |
| javax.jdo | jdo-api | 3.0.1 |
| javax.servlet | javax.servlet-api | 4.0.1 |
| javax.transaction | jta | 1.1 |
| javax.transaction | Transaction-API | 1.1 |
| javax.xml.bind | jaxb-api | 2.2.11 |
| Javolution | Javolution | 5.5.1 |
| jline | jline | 2.14.6 |
| joda-time | joda-time | 2.14.1 |
| net.java.dev.jna | jna | 5.8.0 |
| net.razorvine | pickle | 1.5 |
| 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.sourceforge.f2j | arpack_combined_all | 0.1 |
| org.acplt.remotetea | remotetea-oncrpc | 1.1.2 |
| org.antlr | ST4 | 4.0.4 |
| org.antlr | antlr-runtime | 3.5.2 |
| org.antlr | antlr4-runtime | 4.13.1 |
| org.antlr | stringtemplate | 3.2.1 |
| org.apache.ant | ant | 1.10.11 |
| org.apache.ant | ant-jsch | 1.10.11 |
| org.apache.ant | ant-launcher | 1.10.11 |
| org.apache.arrow | arrow-c-data | 19.0.0 |
| org.apache.arrow | pemadatan panah | 19.0.0 |
| org.apache.arrow | arrow-format | 19.0.0 |
| org.apache.arrow | arrow-memory-core | 19.0.0 |
| org.apache.arrow | arrow-memory-netty | 19.0.0 |
| org.apache.arrow | arrow-memory-netty-buffer-patch | 19.0.0 |
| org.apache.arrow | arrow-vector | 19.0.0 |
| org.apache.avro | avro | 1.12.1 |
| org.apache.avro | avro-ipc | 1.12.1 |
| org.apache.avro | avro-mapred | 1.12.1 |
| org.apache.commons | commons-collections4 | 4.5.0 |
| org.apache.commons | commons-compress | 1.28.0 |
| org.apache.commons | commons-configuration2 | 2.15.0 |
| org.apache.commons | commons-crypto | 1.1.0 |
| org.apache.commons | commons-lang3 | 3.20.0 |
| org.apache.commons | Commons-Math3 | 3.6.1 |
| org.apache.commons | commons-text | 1.15.0 |
| org.apache.curator | curator-client | 5.9.0 |
| org.apache.curator | curator-framework | 5.9.0 |
| org.apache.curator | curator-recipes | 5.9.0 |
| org.apache.datasketches | datasketches-java | 6.2.0 |
| org.apache.derby | derby | 10.16.1.1 |
| org.apache.derby | derbyshared | 10.16.1.1 |
| org.apache.derby | derbytools | 10.16.1.1 |
| org.apache.hadoop | hadoop-client-runtime | 3.5.0 |
| org.apache.hive | hive-beeline | 2.3.10 |
| org.apache.hive | hive-cli | 2.3.10 |
| org.apache.hive | hive-jdbc | 2.3.10 |
| org.apache.hive | hive-llap-client | 2.3.10 |
| org.apache.hive | hive-llap-common | 2.3.10 |
| org.apache.hive | hive-serde | 2.3.10 |
| org.apache.hive | hive-shims | 2.3.10 |
| org.apache.hive | hive-storage-api | 2.8.1 |
| org.apache.hive.shims | hive-shims-0.23 | 2.3.10 |
| org.apache.hive.shims | hive-shims-common | 2.3.10 |
| org.apache.hive.shims | hive-shims-scheduler | 2.3.10 |
| org.apache.httpcomponents | httpclient | 4.5.14 |
| org.apache.httpcomponents | httpcore | 4.4.16 |
| org.apache.ivy | ivy | 2.5.3 |
| org.apache.logging.log4j | log4j-1.2-api | 2.25.4 |
| org.apache.logging.log4j | log4j-api | 2.25.4 |
| org.apache.logging.log4j | log4j-core | 2.25.4 |
| org.apache.logging.log4j | log4j-layout-template-json | 2.25.4 |
| org.apache.logging.log4j | log4j-slf4j2-impl | 2.25.4 |
| org.apache.orc | orc-core | 2.3.0-shaded-protobuf |
| org.apache.orc | orc-format | 1.1.1-shaded-protobuf |
| org.apache.orc | orc-mapreduce | 2.3.0-shaded-protobuf |
| org.apache.orc | orc-shims | 2.3.0 |
| org.apache.poi | poi | 5.4.1 |
| org.apache.poi | poi-ooxml | 5.4.1 |
| org.apache.poi | poi-ooxml-full | 5.4.1 |
| org.apache.poi | poi-ooxml-lite | 5.4.1 |
| org.apache.thrift | libfb303 | 0.9.3 |
| org.apache.thrift | libthrift | 0.16.0 |
| org.apache.ws.xmlschema | xmlschema-core | 2.3.1 |
| org.apache.xbean | xbean-asm9-shaded | 4.30 |
| org.apache.xmlbeans | xmlbeans | 5.3.0 |
| org.apache.yetus | audience-annotations | 0.13.0 |
| org.apache.zookeeper | zookeeper | 3.9.5 |
| org.apache.zookeeper | zookeeper-jute | 3.9.5 |
| org.checkerframework | checker-qual | 3.43.0 |
| org.codehaus.janino | commons-compiler | 3.0.16 |
| org.codehaus.janino | janino | 3.0.16 |
| org.datanucleus | datanucleus-api-jdo | 4.2.4 |
| org.datanucleus | datanucleus-core | 4.1.17 |
| org.datanucleus | datanucleus-rdbms | 4.1.19 |
| org.datanucleus | javax.jdo | 3.2.0-m3 |
| org.eclipse.jetty | jetty-alpn-client | 12.1.8 |
| org.eclipse.jetty | jetty-client | 12.1.8 |
| org.eclipse.jetty | jetty-http | 12.1.8 |
| org.eclipse.jetty | jetty-io | 12.1.8 |
| org.eclipse.jetty | jetty-jndi | 12.1.8 |
| org.eclipse.jetty | jetty-plus | 12.1.8 |
| org.eclipse.jetty | jetty-security | 12.1.8 |
| org.eclipse.jetty | jetty-server | 12.1.8 |
| org.eclipse.jetty | jetty-session | 12.1.8 |
| org.eclipse.jetty | jetty-util | 12.1.8 |
| org.eclipse.jetty | jetty-xml | 12.1.8 |
| org.eclipse.jetty.compression | jetty-compression-common | 12.1.8 |
| org.eclipse.jetty.compression | jetty-compression-gzip | 12.1.8 |
| org.eclipse.jetty.compression | jetty-compression-server | 12.1.8 |
| org.eclipse.jetty.ee | jetty-ee-webapp | 12.1.8 |
| org.eclipse.jetty.ee10 | jetty-ee10-plus | 12.1.8 |
| org.eclipse.jetty.ee10 | jetty-ee10-proxy | 12.1.8 |
| org.eclipse.jetty.ee10 | jetty-ee10-servlet | 12.1.8 |
| org.eclipse.jetty.ee10 | jetty-ee10-servlets | 12.1.8 |
| org.eclipse.jetty.ee10 | jetty-ee10-webapp | 12.1.8 |
| org.fusesource.leveldbjni | leveldbjni-all | 1.8 |
| org.glassfish.hk2 | hk2-api | 3.0.6 |
| org.glassfish.hk2 | hk2-locator | 3.0.6 |
| org.glassfish.hk2 | hk2-utils | 3.0.6 |
| org.glassfish.hk2 | osgi-resource-locator | 1.0.3 |
| org.glassfish.hk2.external | aopalliance-repackaged | 3.0.6 |
| org.glassfish.jersey.containers | jersey-container-servlet | 3.1.11 |
| org.glassfish.jersey.containers | jersey-container-servlet-core | 3.1.11 |
| org.glassfish.jersey.core | jersey-client | 3.1.11 |
| org.glassfish.jersey.core | jersey-common | 3.1.11 |
| org.glassfish.jersey.core | jersey-server | 3.1.11 |
| org.glassfish.jersey.inject | jersey-hk2 | 3.1.11 |
| org.hibernate.validator | hibernate-validator | 6.2.5.Final |
| org.ini4j | ini4j | 0.5.4 |
| org.javassist | javassist | 3.30.2-GA |
| org.jboss.logging | jboss-logging | 3.4.1.Final |
| org.jdbi | jdbi | 2.63.1 |
| org.jline | jline | 3.29.0-jdk8 |
| org.joda | joda-convert | 1.7 |
| org.json4s | json4s-ast_2.13 | 4.0.7 |
| org.json4s | json4s-core_2.13 | 4.0.7 |
| org.json4s | json4s-jackson-core_2.13 | 4.0.7 |
| org.json4s | json4s-jackson_2.13 | 4.0.7 |
| org.json4s | json4s-scalap_2.13 | 4.0.7 |
| org.locationtech.jts | jts-core | 1.20.0 |
| org.mlflow | mlflow-spark_2.13 | 2.22.1 |
| org.objenesis | objenesis | 3.5 |
| org.postgresql | postgresql | 42.7.11 |
| org.roaringbitmap | RoaringBitmap | 1.6.10 |
| org.rosuda.REngine | REngine | 2.1.0 |
| org.scala-lang | scala-compiler_2.13 | 2.13.17 |
| org.scala-lang | scala-library_2.13 | 2.13.17 |
| org.scala-lang | scala-reflect_2.13 | 2.13.17 |
| org.scala-lang.modules | scala-collection-compat_2.13 | 2.11.0 |
| org.scala-lang.modules | scala-java8-compat_2.13 | 0.9.1 |
| org.scala-lang.modules | scala-parallel-collections_2.13 | 1.2.0 |
| org.scala-lang.modules | scala-parser-combinators_2.13 | 2.4.0 |
| org.scala-lang.modules | scala-xml_2.13 | 2.4.0 |
| org.scala-sbt | test-interface | 1.0 |
| org.scalacheck | scalacheck_2.13 | 1.18.0 |
| org.scalactic | scalactic_2.13 | 3.2.19 |
| org.scalanlp | breeze-macros_2.13 | 2.1.0 |
| org.scalanlp | breeze_2.13 | 2.1.0 |
| org.scalatest | scalatest-compatible | 3.2.19 |
| org.scalatest | scalatest-core_2.13 | 3.2.19 |
| org.scalatest | scalatest-diagrams_2.13 | 3.2.19 |
| org.scalatest | scalatest-featurespec_2.13 | 3.2.19 |
| org.scalatest | scalatest-flatspec_2.13 | 3.2.19 |
| org.scalatest | scalatest-freespec_2.13 | 3.2.19 |
| org.scalatest | scalatest-funspec_2.13 | 3.2.19 |
| org.scalatest | scalatest-funsuite_2.13 | 3.2.19 |
| org.scalatest | scalatest-matchers-core_2.13 | 3.2.19 |
| org.scalatest | scalatest-mustmatchers_2.13 | 3.2.19 |
| org.scalatest | scalatest-propspec_2.13 | 3.2.19 |
| org.scalatest | scalatest-refspec_2.13 | 3.2.19 |
| org.scalatest | scalatest-shouldmatchers_2.13 | 3.2.19 |
| org.scalatest | scalatest-wordspec_2.13 | 3.2.19 |
| org.scalatest | scalatest_2.13 | 3.2.19 |
| org.slf4j | jcl-over-slf4j | 2.0.16 |
| org.slf4j | jul-to-slf4j | 2.0.16 |
| org.slf4j | slf4j-api | 2.0.16 |
| org.slf4j | slf4j-simple | 1.7.25 |
| org.threeten | threeten-extra | 1.8.0 |
| org.tukaani | xz | 1.12 |
| org.typelevel | algebra_2.13 | 2.8.0 |
| org.typelevel | cats-kernel_2.13 | 2.8.0 |
| org.typelevel | spire-macros_2.13 | 0.18.0 |
| org.typelevel | spire-platform_2.13 | 0.18.0 |
| org.typelevel | spire-util_2.13 | 0.18.0 |
| org.typelevel | spire_2.13 | 0.18.0 |
| org.wildfly.openssl | wildfly-openssl | 1.1.3.Final |
| org.xerial | sqlite-jdbc | 3.42.0.0 |
| org.xerial.snappy | snappy-java | 1.1.10.8 |
| org.yaml | snakeyaml | 2.0 |
| oro | oro | 2.0.8 |
| pl.edu.icm | JLargeArrays | 1.5 |
| software.amazon.cryptools | AmazonCorrettoCryptoProvider | 2.5.0-linux-x86_64 |
| Stax | stax-api | 1.0.1 |