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Microsoft AzureDatabricks Runtime 16.2 (Beta)
Beta
Databricks Runtime 16.2 is in Beta. The contents of the supported environments may change during the Beta. Changes can include the list of packages or versions of installed packages.
The following release notes provide information about Databricks Runtime 16.2, powered by Apache Spark 3.5.0.
Note
These release notes may include references to features that are not available on Google Cloud as of this release.
Tip
To see release notes for Databricks Runtime versions that have reached end-of-support (EoS), see End-of-support Databricks Runtime release notes. The EoS Databricks Runtime versions have been retired and might not be updated.
Behavioral changes
In Delta Sharing, table history is enabled by default
Shares created using the SQL command ALTER SHARE <share> ADD TABLE <table> now have history sharing (WITH HISTORY) enabled by default. See ALTER SHARE.
Credential SQL statements return an error when there’s a credential type mismatch
With this release, if the credential type specified in a DROP CREDENTIAL statement doesn’t match the type of the credential to drop, an error is returned and the statement is not run. For example, for the statement DROP STORAGE CREDENTIAL 'credential-name', if credential-name is not a storage credential, the statement fails with an error.
This change is made to help prevent user errors. Previously, the DROP CREDENTIAL statement would run successfully, even if a credential was passed that didn’t match the specified credential type. For example, before this change, the following statement would successfully drop storage-credential: DROP SERVICE CREDENTIAL storage-credential.
See DROP CREDENTIAL in the SQL reference.
New features and improvements
Notebooks are supported as workspace files
In Databricks Runtime 16.2 and above, notebooks are supported as workspace files. You can now programmatically write, read, and delete notebooks like any other file. This allows for programmatic interaction with notebooks from anywhere the workspace filesystem is available. For more information, see Notebooks as workspace files.
Use the timestampdiff & timestampadd in generated column expressions
In Databricks Runtime 16.2 and above, you can use the timestampdiff and timestampadd functions in Delta Lake generated column expressions. See Delta Lake generated columns.
Support for SQL Pipeline Syntax
In Databricks Runtime 16.2 and above, you can compose SQL pipelines. A SQL pipeline structures a standard query, such as SELECT c2 FROM T WHERE c1 = 5, into a step-by-step sequence, as shown in the following example:
FROM T
|> SELECT c2
|> WHERE c1 = 5
To learn about the supported syntax for SQL pipelines, see SQL Pipeline Syntax.
For background on this cross-industry extension, see SQL Has Problems. We Can Fix Them: Pipe Syntax In SQL (by Google Research).
Update to DESCRIBE TABLE returns metadata as structured JSON
In Databricks Runtime 16.2 and above, you can use the DESCRIBE TABLE AS JSON command to return table metadata as a JSON document. The JSON output is more structured than the default human-readable report and can be used to programmatically interpret a table’s schema. To learn more,
see DESCRIBE TABLE AS JSON.
Trailing blank insensitive collations
Databricks Runtime 16.2 adds support for trailing blank insensitive collations, adding to the collation support added in Databricks Runtime 16.1. For example, these collations treat 'Hello' and 'Hello ' as equal. To learn more, see RTRIM collation.
Convert Iceberg tables with bucket partitioning to unpartitioned Delta tables
The CONVERT TO DELTA and CREATE TABLE CLONE statements now support converting an Iceberg table with bucket partitioning to an unpartitioned Delta table.
Bug fixes
Improved incremental clone processing
This release includes a fix for an edge case where an incremental CLONE might re-copy files already copied from a source table to a target table. See Clone a table on Databricks.
Library upgrades
Upgraded Python libraries:
Upgraded R libraries:
Upgraded Java libraries:
org.json4s.json4s-ast_2.12 from 3.7.0-M11 to 4.0.7
org.json4s.json4s-core_2.12 from 3.7.0-M11 to 4.0.7
org.json4s.json4s-jackson_2.12 from 3.7.0-M11 to 4.0.7
org.json4s.json4s-scalap_2.12 from 3.7.0-M11 to 4.0.7
Apache Spark
Databricks Runtime 16.2 includes Apache Spark 3.5.0. This release includes all Spark fixes and improvements included in Databricks Runtime 16.1, as well as the following additional bug fixes and improvements made to Spark:
[SPARK-50596] [DBRRM-1507] Revert “[SC-184060][PYTHON] Upgrade Py4J from 0.10.9.7 to 0.10.9.8”
[SPARK-50904] [SC-186976][SQL] Fix collation expression walker query execution
[SPARK-49666] [SQL] Enable trimming tests for InSet expression
[SPARK-50669] [SC-184566][ES-1327450][SQL] Change the signature of TimestampAdd expression
[SPARK-50795] [16.x][SC-186719][SQL] Store timestamp as
longtype indescribeLinkedHashMap[SPARK-50596] [SC-184060][PYTHON] Upgrade Py4J from 0.10.9.7 to 0.10.9.8
[SPARK-50818] Revert “Revert “Revert “[SC-186458][PYTHON] Replace
has_numpywithhave_numpy”””[SPARK-50870] [SC-186950][SQL] Add the timezone when casting to timestamp in V2ScanRelationPushDown
[SPARK-50735] [SC-186944][CONNECT] Failure in ExecuteResponseObserver results in infinite reattaching requests
[SPARK-50522] [SC-186500][SQL] Support for indeterminate collation
[SPARK-50525] [SC-186058][SQL] Define InsertMapSortInRepartitionExpressions Optimizer Rule
[SPARK-50679] [SC-184572][SQL] Duplicated common expressions in different With should be projected only once
[SPARK-50847] [SC-186916] [SQL] Deny ApplyCharTypePadding from applying on specific In expressions
[SPARK-50714] [SC-186786][SQL][SS] Enable schema evolution for TransformWithState when Avro encoding is used
[SPARK-50818] Revert “Revert “[SC-186458][PYTHON] Replace
has_numpywithhave_numpy””[SPARK-50795] [SC-186390][SQL] Display all DESCRIBE AS JSON dates in ISO-8601 format and types as
dataType.simpleString[SPARK-50561] [SC-185924][SQL] DBR 16.x cherrypick: Improve type coercion and boundary checking for UNIFORM SQL function
[SPARK-50700] [SC-184845][SQL]
spark.sql.catalog.spark_catalogsupportsbuiltinmagic value[SPARK-50831] [SC-186736][BEHAVE-222][SQL] Enable trimming collation by default
[SPARK-50263] [SC-186793][CONNECT] Replace
System.currentTimeMilliswithSystem.nanoTime[SPARK-50818] Revert “[SC-186458][PYTHON] Replace
has_numpywithhave_numpy”[SPARK-48730] [SC-184926][SQL] Implement CreateSQLFunctionCommand for SQL Scalar and Table Functions
[SPARK-50830] [SC-186718] [SQL] Return single-pass result as the dual run analysis result
[SPARK-50707] [SC-186098][SQL] Enable casting to/from char/varchar
[SPARK-49490] [SC-182137][SQL] Add benchmarks for initCap
[SPARK-50529] [SC-184535][SQL] Change char/varchar behavior under the
spark.sql.preserveCharVarcharTypeInfoconfig[SPARK-49632] [SC-184179][SQL] Remove the ANSI config suggestion in CANNOT_PARSE_TIMESTAMP
[SPARK-50815] [SC-186487][PYTHON][SQL] Fix bug where passing null Variants in createDataFrame causes it to fail and add Variant support in createDataFrame in Spark Connect
[SPARK-50828] [SC-186493][PYTHON][ML][CONNECT] Deprecate
pyspark.ml.connect[SPARK-50600] [SC-186057][CONNECT][SQL] Set analyzed on analysis failure
[SPARK-50824] [SC-186472][PYTHON] Avoid importing optional Python packages for checking
[SPARK-50818] [SC-186458][PYTHON] Replace
has_numpywithhave_numpy[SPARK-50722] [SC-185523][SQL] Detect self-contained WITH nodes
[SPARK-50755] [SC-185521][SQL] Pretty plan display for InsertIntoHiveTable
[SPARK-50756] [SC-185552]Revert “[SQL] Use error class for exceptions in SparkConf.validateSettings”
[SPARK-50789] [SC-186312][CONNECT] The inputs for typed aggregations should be analyzed
[SPARK-50791] [SC-185867][SC-186338][SQL] Fix NPE in State Store error handling
[SPARK-50801] [SC-186365] [SQL] Improve
PlanLogger.logPlanResolutionso it shows just unresolved and resolved plans[SPARK-50749] [SC-185925][SQL] Fix ordering bug in CommutativeExpression.gatherCommutative method
[SPARK-50783] [SC-186347] Canonicalize JVM profiler results file name and layout on DFS
[SPARK-50790] [SC-186354][PYTHON] Implement parse json in pyspark
[SPARK-50738] [SC-184856][PYTHON] Upgrade black to 23.12.1
[SPARK-50764] [SC-185930][PYTHON] Refine the docstring of xpath related methods
[SPARK-50798] [SC-186277][SQL] Improve
NormalizePlan[SPARK-49883] [SC-183787][SS] State Store Checkpoint Structure V2 Integration with RocksDB and RocksDBFileManager
[SPARK-50779] [SC-186062][SQL] Adding feature flag for object level collations
[SPARK-50778] [SC-186183][PYTHON] Add metadataColumn to PySpark DataFrame
[SPARK-49565] [SC-186056][SQL] DBR 16.x cherrypick: Improve auto-generated expression aliases with pipe SQL operators
[SPARK-50541] [16.x][SC-184937] Describe Table As JSON
[SPARK-50772] [SC-185923][SQL] DBR 16.x cherrypick: Retain table aliases after SET, EXTEND, DROP operators
[SPARK-50769] [SC-185919][SQL] Fix ClassCastException in HistogramNumeric
[SPARK-49025] [SC-174667] Sync Delta code diff to DBR
[SPARK-50752] [SC-185547][PYTHON][SQL] Introduce configs for tuning Python UDF without Arrow
[SPARK-50705] [SC-185944][SQL] Make
QueryPlanlock-free[SPARK-50690] [16.x][SC-184640][BEHAVE-211][SQL] Fix discrepancy in DESCRIBE TABLE view query output columns quoting
[SPARK-50746] [SC-184932][SQL] Replace Either with VariantPathSegment.
[SPARK-50715] [SC-185546][PYTHON][CONNECT]
SparkSession.Buildersets the configs in batch[SPARK-50480] [SC-183359][SQL] Extend CharType and VarcharType from StringType
[SPARK-50675] [SC-184539][SQL] Table and view level collations support
[SPARK-50409] [BEHAVE-194][SC-184516][SQL] Fix set statement to ignore
;at the end ofSET;,SET -v;andSET key;[SPARK-50743] [SC-185528][SQL] Normalize CTERelationDef and CTERelationRef IDs
[SPARK-50756] [SC-185520][SQL] Use error class for exceptions in SparkConf.validateSettings
[SPARK-50693] [SC-184684][CONNECT] The inputs for TypedScalaUdf should be analyzed
[SPARK-50744] [SC-184929][SQL] Add a test case for view/CTE name resolution precedence
[SPARK-50710] [SC-184767][CONNECT] Add support for optional client reconnection to sessions after release
[SPARK-50703] [SC-184843][PYTHON] Refine the docstring of regexp_replace, regexp_substr, and regexp_instr
[SPARK-50716] [SC-184823][CORE] Fix the cleanup logic for symbolic links in
JavaUtils.deleteRecursivelyUsingJavaIOmethod[SPARK-50630] [SC-184443][SQL] Fix GROUP BY ordinal support for pipe SQL AGGREGATE operators
[SPARK-50614] [SC-184729][SQL] Add Variant shredding support for Parquet
[SPARK-50661] [SASP-4936] Add backward-compatibility for old client FEB.
[SPARK-50676] [SC-184641][SQL] Remove unused
private lazy val mapValueContainsNullfromElementAt[SPARK-50515] [SC-183813][CORE] Add read-only interface to
SparkConf[SPARK-50697] [SC-184702][SQL] Enable tail-recursion wherever possible
[SPARK-50642] [SC-184726][SC-183517][CONNECT][SS][2/N][16.x]Fix the state schema for FlatMapGroupsWithState in spark connect when there is no initial state
[SPARK-50701] [SC-184704][PYTHON] Make plotting require the minimum plotly version
[SPARK-50702] [SC-184727][PYTHON] Refine the docstring of regexp_count, regexp_extract and regexp_extract_all
[SPARK-50499] [SC-184177][PYTHON] Expose metrics from BasePythonRunner
[SPARK-50692] [SC-184705][16.x] Add RPAD pushdown support
[SPARK-50682] [SC-184579][SQL] Inner Alias should be canonicalized
[SPARK-50699] [SC-184695][PYTHON] Parse and generate DDL string with a specified session
[SPARK-50573] [SC-184568][SS] Adding State Schema ID to State Rows to schema evolution
[SPARK-50661] [SC-184639][CONNECT][SS][SASP-4936] Fix Spark Connect Scala foreachBatch impl. to support Dataset[T].
[SPARK-50689] [SC-184591][SQL] Enforce deterministic ordering in LCA project lists
[SPARK-50696] [SC-184667][PYTHON] Optimize Py4J call for DDL parse method
[SPARK-49670] [SC-182902][SQL] Enable trim collation for all passthrough expressions
[SPARK-50673] [SC-184565][ML] Avoid traversing model coefficients twice in
Word2VecModelconstructor[SPARK-50310] [SC-184663]Revert “[CONNECT][PYTHON] Call
with_origin_to_classwhen theColumninitializing”[SPARK-50687] [SC-184588][PYTHON] Optimize the logic to get stack traces for DataFrameQueryContext
[SPARK-50681] [SC-184662][PYTHON][CONNECT] Cache the parsed schema for MapInXXX and ApplyInXXX
[SPARK-50674] [SC-184589][PYTHON] Fix check for ‘terminate’ method existence in UDTF evaluation
[SPARK-50684] [SC-184582][PYTHON] Improve Py4J performance in DataFrameQueryContext
[SPARK-50578] [DBR16.x][SC-184559][PYTHON][SS] Add support for new version of state metadata for TransformWithStateInPandas
[SPARK-50602] [SC-184439][SQL] Fix transpose to show a proper error message when invalid index columns are specified
[SPARK-50650] [SC-184532][SQL] Improve logging in single-pass Analyzer
[SPARK-50665] [SC-184533][SQL] Substitute LocalRelation with ComparableLocalRelation in NormalizePlan
[SPARK-50644] [SC-184486][SQL] Read variant struct in Parquet reader.
[SPARK-49636] [SC-184089][SQL] Remove the ANSI config suggestion in INVALID_ARRAY_INDEX and INVALID_ARRAY_INDEX_IN_ELEMENT_AT
[SPARK-50659] [SC-184514][SQL] Refactor Union output computation out to reuse it in the single-pass Analyzer
[SPARK-50659] [SC-184512][SQL] Move Union-related errors to QueryCompilationErrors
[SPARK-50530] [SC-183419][SQL] Fix bad implicit string type context calculation
[SPARK-50546] [SC-183807][SQL] Add subquery cast support to collation type coercion
[SPARK-50405] [SC-182889][SQL] Handle collation type coercion of complex data types properly
[SPARK-50637] [SC-184434][SQL] Fix code style for the single-pass Analyzer
[SPARK-50638] [SC-184435][SQL] Refactor the view resolution into the separate file to reuse it in the single-pass Analyzer
[SPARK-50615] [SC-184298][SQL] Push variant into scan.
[SPARK-50619] [SC-184210][SQL] Refactor VariantGet.cast to pack the cast arguments
[SPARK-50599] [SC-184058][SQL] Create the DataEncoder trait that allows for Avro and UnsafeRow encoding
[SPARK-50076] [SC-183809] Fix logkeys
[SPARK-50597] [SC-183972][SQL] Refactor batch construction in Optimizer.scala and SparkOptimizer.scala
[SPARK-50339] [SC-183063][SPARK-50360][SS] Enable changelog to store lineage information
[SPARK-50526] [SC-183811][SS] Add store encoding format conf into offset log and block non supported stateful operators from using avro
[SPARK-50540] [SC-183810][PYTHON][SS] Fix string schema for StatefulProcessorHandle
[SPARK-50157] [SC-183789][SQL] Using SQLConf provided by SparkSession first.
[SPARK-48898] [SC-183793][SQL] Set nullability correctly in the Variant schema
[SPARK-50559] [SC-183814][SQL] Store Except, Intersect and Union’s outputs as lazy vals
[SPARK-48416] [SC-183643][SQL] Support nested correlated With expression
[SPARK-50428] [SC-183566][SS][PYTHON] Support TransformWithStateInPandas in batch queries
[SPARK-50063] [SC-183350][SQL][CONNECT] Add support for Variant in the Spark Connect Scala client
[SPARK-50544] [SC-183569][PYTHON][CONNECT] Implement
StructType.toDDL[SPARK-50443] [SC-182590][SS] Fixing Maven build errors introduced by Guava cache in RocksDBStateStoreProvider
[SPARK-50491] [SC-183434][SQL] Fix bug where empty BEGIN END blocks throw an error
[SPARK-50536] [SC-183443][CORE] Log downloaded archive file sizes in
SparkContextandExecutor[SPARK-45891] [SC-183439][SQL] Rebuild variant binary from shredded data.
[SPARK-49565] [SC-183465][SQL] Add SQL pipe syntax for the FROM operator
[SPARK-50497] [SC-183338][SQL] Fail queries with proper message if MultiAlias contains non-generator function
[SPARK-50460] [SC-183375][PYTHON][CONNECT] Generalize and simplify Connect exception handling
[SPARK-50537] [SC-183452][CONNECT][PYTHON] Fix compression option being overwritten in
df.write.parquet[SPARK-50329] [SC-183358][SQL] fix InSet$toString
[SPARK-50524] [SC-183364][SQL] Lower
RowBasedKeyValueBatch.spillwarning message to debug level[SPARK-50528] [SC-183385][CONNECT] Move
InvalidCommandInputto common module[SPARK-50017] [SC-182438][SS] Support Avro encoding for TransformWithState operator
[SPARK-50310] [SC-182660][PYTHON] Add
spark.python.sql.dataFrameDebugging.enabledto allow list[SPARK-50463] [SC-182833][SQL] Fix
ConstantColumnVectorwith Columnar to Row conversion[SPARK-50235] [SC-180786][SQL] Clean up ColumnVector resource after processing all rows in ColumnarToRowExec
[SPARK-50310] [SC-182660][PYTHON] Add a flag to disable DataFrameQueryContext for PySpark
[SPARK-50516] [SC-183279][SS][MINOR] Fix the init state related test to use StreamManualClock
[SPARK-50478] [SC-183188][SQL] Fix StringType matching
[SPARK-50492] [SC-183177][SS] Fix java.util.NoSuchElementException when event time column is dropped after dropDuplicatesWithinWatermark
[SPARK-49566] [SC-182589][SQL] Add SQL pipe syntax for the SET operator
[SPARK-50449] [SC-183178][SQL] Fix SQL Scripting grammar allowing empty bodies for loops, IF and CASE
[SPARK-50251] [SC-180970][PYTHON] Add
getSystemPropertyto PySparkSparkContext[SPARK-50421] [SC-183091][CORE] Fix executor related memory config incorrect when multiple resource profiles worked
[SPARK-49461] [SC-179572][SS] Persistent Checkpoint ID to commit logs and read it back
[SPARK-50343] [SC-183119][SPARK-50344][SQL] Add SQL pipe syntax for the DROP and AS operators
[SPARK-50481] [SC-182880][CORE] Improve
SortShuffleManager.unregisterShuffleto skip checksum file logic if checksum is disabled[SPARK-50498] [SC-183090][PYTHON] Avoid unnecessary py4j call in
listFunctions[SPARK-50489] [SC-183053][SQL][PYTHON] Fix self-join after
applyInArrow[SPARK-49695] [SC-182967][SC-176968][BEHAVE-198][SQL] Postgres fix xor push-down
Databricks ODBC/JDBC driver support
Databricks supports ODBC/JDBC drivers released in the past 2 years. Please download the recently released drivers and upgrade (download ODBC, download JDBC).
System environment
Operating System: Ubuntu 24.04.1 LTS
Java: Zulu17.54+21-CA
Scala: 2.12.18
Python: 3.12.3
R: 4.4.0
Delta Lake: 3.3.0
Installed Python libraries
Library |
Version |
Library |
Version |
Library |
Version |
|---|---|---|---|---|---|
annotated-types |
0.7.0 |
asttokens |
2.0.5 |
astunparse |
1.6.3 |
autocommand |
2.2.2 |
azure-core |
1.31.0 |
azure-storage-blob |
12.23.0 |
azure-storage-file-datalake |
12.17.0 |
backports.tarfile |
1.2.0 |
black |
24.4.2 |
blinker |
1.7.0 |
boto3 |
1.34.69 |
botocore |
1.34.69 |
cachetools |
5.3.3 |
certifi |
2024.6.2 |
cffi |
1.16.0 |
chardet |
4.0.0 |
charset-normalizer |
2.0.4 |
click |
8.1.7 |
cloudpickle |
2.2.1 |
comm |
0.2.1 |
contourpy |
1.2.0 |
cryptography |
42.0.5 |
cycler |
0.11.0 |
Cython |
3.0.11 |
databricks-sdk |
0.30.0 |
dbus-python |
1.3.2 |
debugpy |
1.6.7 |
decorator |
5.1.1 |
Deprecated |
1.2.14 |
distlib |
0.3.8 |
docstring-to-markdown |
0.11 |
entrypoints |
0.4 |
executing |
0.8.3 |
facets-overview |
1.1.1 |
filelock |
3.15.4 |
fonttools |
4.51.0 |
gitdb |
4.0.11 |
GitPython |
3.1.37 |
google-api-core |
2.20.0 |
google-auth |
2.35.0 |
google-cloud-core |
2.4.1 |
google-cloud-storage |
2.18.2 |
google-crc32c |
1.6.0 |
google-resumable-media |
2.7.2 |
googleapis-common-protos |
1.65.0 |
grpcio |
1.60.0 |
grpcio-status |
1.60.0 |
httplib2 |
0.20.4 |
idna |
3.7 |
importlib-metadata |
6.0.0 |
importlib_resources |
6.4.0 |
inflect |
7.3.1 |
ipyflow-core |
0.0.201 |
ipykernel |
6.28.0 |
ipython |
8.25.0 |
ipython-genutils |
0.2.0 |
ipywidgets |
7.7.2 |
isodate |
0.6.1 |
jaraco.context |
5.3.0 |
jaraco.functools |
4.0.1 |
jaraco.text |
3.12.1 |
jedi |
0.19.1 |
jmespath |
1.0.1 |
joblib |
1.4.2 |
jupyter_client |
8.6.0 |
jupyter_core |
5.7.2 |
kiwisolver |
1.4.4 |
launchpadlib |
1.11.0 |
lazr.restfulclient |
0.14.6 |
lazr.uri |
1.0.6 |
matplotlib |
3.8.4 |
matplotlib-inline |
0.1.6 |
mccabe |
0.7.0 |
mlflow-skinny |
2.15.1 |
more-itertools |
10.3.0 |
mypy |
1.10.0 |
mypy-extensions |
1.0.0 |
nest-asyncio |
1.6.0 |
nodeenv |
1.9.1 |
numpy |
1.26.4 |
oauthlib |
3.2.2 |
opentelemetry-api |
1.27.0 |
opentelemetry-sdk |
1.27.0 |
opentelemetry-semantic-conventions |
0.48b0 |
packaging |
24.1 |
pandas |
1.5.3 |
parso |
0.8.3 |
pathspec |
0.10.3 |
patsy |
0.5.6 |
pexpect |
4.8.0 |
pillow |
10.3.0 |
pip |
24.2 |
platformdirs |
3.10.0 |
plotly |
5.22.0 |
pluggy |
1.0.0 |
prompt-toolkit |
3.0.43 |
proto-plus |
1.24.0 |
protobuf |
4.24.1 |
psutil |
5.9.0 |
psycopg2 |
2.9.3 |
ptyprocess |
0.7.0 |
pure-eval |
0.2.2 |
pyarrow |
15.0.2 |
pyasn1 |
0.4.8 |
pyasn1-modules |
0.2.8 |
pyccolo |
0.0.65 |
pycparser |
2.21 |
pydantic |
2.8.2 |
pydantic_core |
2.20.1 |
pyflakes |
3.2.0 |
Pygments |
2.15.1 |
PyGObject |
3.48.2 |
PyJWT |
2.7.0 |
pyodbc |
5.0.1 |
pyparsing |
3.0.9 |
pyright |
1.1.294 |
python-dateutil |
2.9.0.post0 |
python-lsp-jsonrpc |
1.1.2 |
python-lsp-server |
1.10.0 |
pytoolconfig |
1.2.6 |
pytz |
2024.1 |
PyYAML |
6.0.1 |
pyzmq |
25.1.2 |
requests |
2.32.2 |
rope |
1.12.0 |
rsa |
4.9 |
s3transfer |
0.10.2 |
scikit-learn |
1.4.2 |
scipy |
1.13.1 |
seaborn |
0.13.2 |
setuptools |
74.0.0 |
six |
1.16.0 |
smmap |
5.0.0 |
sqlparse |
0.5.1 |
ssh-import-id |
5.11 |
stack-data |
0.2.0 |
statsmodels |
0.14.2 |
tenacity |
8.2.2 |
threadpoolctl |
2.2.0 |
tokenize-rt |
4.2.1 |
tomli |
2.0.1 |
tornado |
6.4.1 |
traitlets |
5.14.3 |
typeguard |
4.3.0 |
types-protobuf |
3.20.3 |
types-psutil |
5.9.0 |
types-pytz |
2023.3.1.1 |
types-PyYAML |
6.0.0 |
types-requests |
2.31.0.0 |
types-setuptools |
68.0.0.0 |
types-six |
1.16.0 |
types-urllib3 |
1.26.25.14 |
typing_extensions |
4.11.0 |
ujson |
5.10.0 |
unattended-upgrades |
0.1 |
urllib3 |
1.26.16 |
virtualenv |
20.26.2 |
wadllib |
1.3.6 |
wcwidth |
0.2.5 |
whatthepatch |
1.0.2 |
wheel |
0.43.0 |
wrapt |
1.14.1 |
yapf |
0.33.0 |
zipp |
3.17.0 |
Installed R libraries
R libraries are installed from the Posit Package Manager CRAN snapshot on 2024-08-04.
Library |
Version |
Library |
Version |
Library |
Version |
|---|---|---|---|---|---|
arrow |
16.1.0 |
askpass |
1.2.0 |
assertthat |
0.2.1 |
backports |
1.5.0 |
base |
4.4.0 |
base64enc |
0.1-3 |
bigD |
0.2.0 |
bit |
4.0.5 |
bit64 |
4.0.5 |
bitops |
1.0-8 |
blob |
1.2.4 |
boot |
1.3-30 |
brew |
1.0-10 |
brio |
1.1.5 |
broom |
1.0.6 |
bslib |
0.8.0 |
cachem |
1.1.0 |
callr |
3.7.6 |
caret |
6.0-94 |
cellranger |
1.1.0 |
chron |
2.3-61 |
class |
7.3-22 |
cli |
3.6.3 |
clipr |
0.8.0 |
clock |
0.7.1 |
cluster |
2.1.6 |
codetools |
0.2-20 |
colorspace |
2.1-1 |
commonmark |
1.9.1 |
compiler |
4.4.0 |
config |
0.3.2 |
conflicted |
1.2.0 |
cpp11 |
0.4.7 |
crayon |
1.5.3 |
credentials |
2.0.1 |
curl |
5.2.1 |
data.table |
1.15.4 |
datasets |
4.4.0 |
DBI |
1.2.3 |
dbplyr |
2.5.0 |
desc |
1.4.3 |
devtools |
2.4.5 |
diagram |
1.6.5 |
diffobj |
0.3.5 |
digest |
0.6.36 |
downlit |
0.4.4 |
dplyr |
1.1.4 |
dtplyr |
1.3.1 |
e1071 |
1.7-14 |
ellipsis |
0.3.2 |
evaluate |
0.24.0 |
fansi |
1.0.6 |
farver |
2.1.2 |
fastmap |
1.2.0 |
fontawesome |
0.5.2 |
forcats |
1.0.0 |
foreach |
1.5.2 |
foreign |
0.8-86 |
forge |
0.2.0 |
fs |
1.6.4 |
future |
1.34.0 |
future.apply |
1.11.2 |
gargle |
1.5.2 |
generics |
0.1.3 |
gert |
2.1.0 |
ggplot2 |
3.5.1 |
gh |
1.4.1 |
git2r |
0.33.0 |
gitcreds |
0.1.2 |
glmnet |
4.1-8 |
globals |
0.16.3 |
glue |
1.7.0 |
googledrive |
2.1.1 |
googlesheets4 |
1.1.1 |
gower |
1.0.1 |
graphics |
4.4.0 |
grDevices |
4.4.0 |
grid |
4.4.0 |
gridExtra |
2.3 |
gsubfn |
0.7 |
gt |
0.11.0 |
gtable |
0.3.5 |
hardhat |
1.4.0 |
haven |
2.5.4 |
highr |
0.11 |
hms |
1.1.3 |
htmltools |
0.5.8.1 |
htmlwidgets |
1.6.4 |
httpuv |
1.6.15 |
httr |
1.4.7 |
httr2 |
1.0.2 |
ids |
1.0.1 |
ini |
0.3.1 |
ipred |
0.9-15 |
isoband |
0.2.7 |
iterators |
1.0.14 |
jquerylib |
0.1.4 |
jsonlite |
1.8.8 |
juicyjuice |
0.1.0 |
KernSmooth |
2.23-22 |
knitr |
1.48 |
labeling |
0.4.3 |
later |
1.3.2 |
lattice |
0.22-5 |
lava |
1.8.0 |
lifecycle |
1.0.4 |
listenv |
0.9.1 |
lubridate |
1.9.3 |
magrittr |
2.0.3 |
markdown |
1.13 |
MASS |
7.3-60.0.1 |
Matrix |
1.6-5 |
memoise |
2.0.1 |
methods |
4.4.0 |
mgcv |
1.9-1 |
mime |
0.12 |
miniUI |
0.1.1.1 |
mlflow |
2.14.1 |
ModelMetrics |
1.2.2.2 |
modelr |
0.1.11 |
munsell |
0.5.1 |
nlme |
3.1-165 |
nnet |
7.3-19 |
numDeriv |
2016.8-1.1 |
openssl |
2.2.0 |
parallel |
4.4.0 |
parallelly |
1.38.0 |
pillar |
1.9.0 |
pkgbuild |
1.4.4 |
pkgconfig |
2.0.3 |
pkgdown |
2.1.0 |
pkgload |
1.4.0 |
plogr |
0.2.0 |
plyr |
1.8.9 |
praise |
1.0.0 |
prettyunits |
1.2.0 |
pROC |
1.18.5 |
processx |
3.8.4 |
prodlim |
2024.06.25 |
profvis |
0.3.8 |
progress |
1.2.3 |
progressr |
0.14.0 |
promises |
1.3.0 |
proto |
1.0.0 |
proxy |
0.4-27 |
ps |
1.7.7 |
purrr |
1.0.2 |
R6 |
2.5.1 |
ragg |
1.3.2 |
randomForest |
4.7-1.1 |
rappdirs |
0.3.3 |
rcmdcheck |
1.4.0 |
RColorBrewer |
1.1-3 |
Rcpp |
1.0.13 |
RcppEigen |
0.3.4.0.0 |
reactable |
0.4.4 |
reactR |
0.6.0 |
readr |
2.1.5 |
readxl |
1.4.3 |
recipes |
1.1.0 |
rematch |
2.0.0 |
rematch2 |
2.1.2 |
remotes |
2.5.0 |
reprex |
2.1.1 |
reshape2 |
1.4.4 |
rlang |
1.1.4 |
rmarkdown |
2.27 |
RODBC |
1.3-23 |
roxygen2 |
7.3.2 |
rpart |
4.1.23 |
rprojroot |
2.0.4 |
Rserve |
1.8-13 |
RSQLite |
2.3.7 |
rstudioapi |
0.16.0 |
rversions |
2.1.2 |
rvest |
1.0.4 |
sass |
0.4.9 |
scales |
1.3.0 |
selectr |
0.4-2 |
sessioninfo |
1.2.2 |
shape |
1.4.6.1 |
shiny |
1.9.1 |
sourcetools |
0.1.7-1 |
sparklyr |
1.8.6 |
spatial |
7.3-17 |
splines |
4.4.0 |
sqldf |
0.4-11 |
SQUAREM |
2021.1 |
stats |
4.4.0 |
stats4 |
4.4.0 |
stringi |
1.8.4 |
stringr |
1.5.1 |
survival |
3.6-4 |
swagger |
5.17.14.1 |
sys |
3.4.2 |
systemfonts |
1.1.0 |
tcltk |
4.4.0 |
testthat |
3.2.1.1 |
textshaping |
0.4.0 |
tibble |
3.2.1 |
tidyr |
1.3.1 |
tidyselect |
1.2.1 |
tidyverse |
2.0.0 |
timechange |
0.3.0 |
timeDate |
4032.109 |
tinytex |
0.52 |
tools |
4.4.0 |
tzdb |
0.4.0 |
urlchecker |
1.0.1 |
usethis |
3.0.0 |
utf8 |
1.2.4 |
utils |
4.4.0 |
uuid |
1.2-1 |
V8 |
4.4.2 |
vctrs |
0.6.5 |
viridisLite |
0.4.2 |
vroom |
1.6.5 |
waldo |
0.5.2 |
whisker |
0.4.1 |
withr |
3.0.1 |
xfun |
0.46 |
xml2 |
1.3.6 |
xopen |
1.0.1 |
xtable |
1.8-4 |
yaml |
2.3.10 |
zeallot |
0.1.0 |
zip |
2.3.1 |
Installed Java and Scala libraries (Scala 2.12 cluster version)
Group ID |
Artifact ID |
Version |
|---|---|---|
antlr |
antlr |
2.7.7 |
com.amazonaws |
amazon-kinesis-client |
1.12.0 |
com.amazonaws |
aws-java-sdk-autoscaling |
1.12.638 |
com.amazonaws |
aws-java-sdk-cloudformation |
1.12.638 |
com.amazonaws |
aws-java-sdk-cloudfront |
1.12.638 |
com.amazonaws |
aws-java-sdk-cloudhsm |
1.12.638 |
com.amazonaws |
aws-java-sdk-cloudsearch |
1.12.638 |
com.amazonaws |
aws-java-sdk-cloudtrail |
1.12.638 |
com.amazonaws |
aws-java-sdk-cloudwatch |
1.12.638 |
com.amazonaws |
aws-java-sdk-cloudwatchmetrics |
1.12.638 |
com.amazonaws |
aws-java-sdk-codedeploy |
1.12.638 |
com.amazonaws |
aws-java-sdk-cognitoidentity |
1.12.638 |
com.amazonaws |
aws-java-sdk-cognitosync |
1.12.638 |
com.amazonaws |
aws-java-sdk-config |
1.12.638 |
com.amazonaws |
aws-java-sdk-core |
1.12.638 |
com.amazonaws |
aws-java-sdk-datapipeline |
1.12.638 |
com.amazonaws |
aws-java-sdk-directconnect |
1.12.638 |
com.amazonaws |
aws-java-sdk-directory |
1.12.638 |
com.amazonaws |
aws-java-sdk-dynamodb |
1.12.638 |
com.amazonaws |
aws-java-sdk-ec2 |
1.12.638 |
com.amazonaws |
aws-java-sdk-ecs |
1.12.638 |
com.amazonaws |
aws-java-sdk-efs |
1.12.638 |
com.amazonaws |
aws-java-sdk-elasticache |
1.12.638 |
com.amazonaws |
aws-java-sdk-elasticbeanstalk |
1.12.638 |
com.amazonaws |
aws-java-sdk-elasticloadbalancing |
1.12.638 |
com.amazonaws |
aws-java-sdk-elastictranscoder |
1.12.638 |
com.amazonaws |
aws-java-sdk-emr |
1.12.638 |
com.amazonaws |
aws-java-sdk-glacier |
1.12.638 |
com.amazonaws |
aws-java-sdk-glue |
1.12.638 |
com.amazonaws |
aws-java-sdk-iam |
1.12.638 |
com.amazonaws |
aws-java-sdk-importexport |
1.12.638 |
com.amazonaws |
aws-java-sdk-kinesis |
1.12.638 |
com.amazonaws |
aws-java-sdk-kms |
1.12.638 |
com.amazonaws |
aws-java-sdk-lambda |
1.12.638 |
com.amazonaws |
aws-java-sdk-logs |
1.12.638 |
com.amazonaws |
aws-java-sdk-machinelearning |
1.12.638 |
com.amazonaws |
aws-java-sdk-opsworks |
1.12.638 |
com.amazonaws |
aws-java-sdk-rds |
1.12.638 |
com.amazonaws |
aws-java-sdk-redshift |
1.12.638 |
com.amazonaws |
aws-java-sdk-route53 |
1.12.638 |
com.amazonaws |
aws-java-sdk-s3 |
1.12.638 |
com.amazonaws |
aws-java-sdk-ses |
1.12.638 |
com.amazonaws |
aws-java-sdk-simpledb |
1.12.638 |
com.amazonaws |
aws-java-sdk-simpleworkflow |
1.12.638 |
com.amazonaws |
aws-java-sdk-sns |
1.12.638 |
com.amazonaws |
aws-java-sdk-sqs |
1.12.638 |
com.amazonaws |
aws-java-sdk-ssm |
1.12.638 |
com.amazonaws |
aws-java-sdk-storagegateway |
1.12.638 |
com.amazonaws |
aws-java-sdk-sts |
1.12.638 |
com.amazonaws |
aws-java-sdk-support |
1.12.638 |
com.amazonaws |
aws-java-sdk-swf-libraries |
1.11.22 |
com.amazonaws |
aws-java-sdk-workspaces |
1.12.638 |
com.amazonaws |
jmespath-java |
1.12.638 |
com.clearspring.analytics |
stream |
2.9.6 |
com.databricks |
Rserve |
1.8-3 |
com.databricks |
databricks-sdk-java |
0.27.0 |
com.databricks |
jets3t |
0.7.1-0 |
com.databricks.scalapb |
scalapb-runtime_2.12 |
0.4.15-10 |
com.esotericsoftware |
kryo-shaded |
4.0.2 |
com.esotericsoftware |
minlog |
1.3.0 |
com.fasterxml |
classmate |
1.3.4 |
com.fasterxml.jackson.core |
jackson-annotations |
2.15.2 |
com.fasterxml.jackson.core |
jackson-core |
2.15.2 |
com.fasterxml.jackson.core |
jackson-databind |
2.15.2 |
com.fasterxml.jackson.dataformat |
jackson-dataformat-cbor |
2.15.2 |
com.fasterxml.jackson.dataformat |
jackson-dataformat-yaml |
2.15.2 |
com.fasterxml.jackson.datatype |
jackson-datatype-joda |
2.15.2 |
com.fasterxml.jackson.datatype |
jackson-datatype-jsr310 |
2.16.0 |
com.fasterxml.jackson.module |
jackson-module-paranamer |
2.15.2 |
com.fasterxml.jackson.module |
jackson-module-scala_2.12 |
2.15.2 |
com.github.ben-manes.caffeine |
caffeine |
2.9.3 |
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 |
1.5.5-4 |
com.github.wendykierp |
JTransforms |
3.1 |
com.google.code.findbugs |
jsr305 |
3.0.0 |
com.google.code.gson |
gson |
2.10.1 |
com.google.crypto.tink |
tink |
1.9.0 |
com.google.errorprone |
error_prone_annotations |
2.10.0 |
com.google.flatbuffers |
flatbuffers-java |
23.5.26 |
com.google.guava |
guava |
15.0 |
com.google.protobuf |
protobuf-java |
3.25.1 |
com.helger |
profiler |
1.1.1 |
com.ibm.icu |
icu4j |
75.1 |
com.jcraft |
jsch |
0.1.55 |
com.jolbox |
bonecp |
0.8.0.RELEASE |
com.lihaoyi |
sourcecode_2.12 |
0.1.9 |
com.microsoft.azure |
azure-data-lake-store-sdk |
2.3.9 |
com.microsoft.sqlserver |
mssql-jdbc |
11.2.2.jre8 |
com.microsoft.sqlserver |
mssql-jdbc |
11.2.3.jre8 |
com.ning |
compress-lzf |
1.1.2 |
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 |
com.trueaccord.lenses |
lenses_2.12 |
0.4.12 |
com.twitter |
chill-java |
0.10.0 |
com.twitter |
chill_2.12 |
0.10.0 |
com.twitter |
util-app_2.12 |
7.1.0 |
com.twitter |
util-core_2.12 |
7.1.0 |
com.twitter |
util-function_2.12 |
7.1.0 |
com.twitter |
util-jvm_2.12 |
7.1.0 |
com.twitter |
util-lint_2.12 |
7.1.0 |
com.twitter |
util-registry_2.12 |
7.1.0 |
com.twitter |
util-stats_2.12 |
7.1.0 |
com.typesafe |
config |
1.4.3 |
com.typesafe.scala-logging |
scala-logging_2.12 |
3.7.2 |
com.uber |
h3 |
3.7.3 |
com.univocity |
univocity-parsers |
2.9.1 |
com.zaxxer |
HikariCP |
4.0.3 |
commons-cli |
commons-cli |
1.5.0 |
commons-codec |
commons-codec |
1.16.0 |
commons-collections |
commons-collections |
3.2.2 |
commons-dbcp |
commons-dbcp |
1.4 |
commons-fileupload |
commons-fileupload |
1.5 |
commons-httpclient |
commons-httpclient |
3.1 |
commons-io |
commons-io |
2.13.0 |
commons-lang |
commons-lang |
2.6 |
commons-logging |
commons-logging |
1.1.3 |
commons-pool |
commons-pool |
1.5.4 |
dev.ludovic.netlib |
arpack |
3.0.3 |
dev.ludovic.netlib |
blas |
3.0.3 |
dev.ludovic.netlib |
lapack |
3.0.3 |
info.ganglia.gmetric4j |
gmetric4j |
1.0.10 |
io.airlift |
aircompressor |
0.27 |
io.delta |
delta-sharing-client_2.12 |
1.2.2 |
io.dropwizard.metrics |
metrics-annotation |
4.2.19 |
io.dropwizard.metrics |
metrics-core |
4.2.19 |
io.dropwizard.metrics |
metrics-graphite |
4.2.19 |
io.dropwizard.metrics |
metrics-healthchecks |
4.2.19 |
io.dropwizard.metrics |
metrics-jetty9 |
4.2.19 |
io.dropwizard.metrics |
metrics-jmx |
4.2.19 |
io.dropwizard.metrics |
metrics-json |
4.2.19 |
io.dropwizard.metrics |
metrics-jvm |
4.2.19 |
io.dropwizard.metrics |
metrics-servlets |
4.2.19 |
io.netty |
netty-all |
4.1.108.Final |
io.netty |
netty-buffer |
4.1.108.Final |
io.netty |
netty-codec |
4.1.108.Final |
io.netty |
netty-codec-http |
4.1.108.Final |
io.netty |
netty-codec-http2 |
4.1.108.Final |
io.netty |
netty-codec-socks |
4.1.108.Final |
io.netty |
netty-common |
4.1.108.Final |
io.netty |
netty-handler |
4.1.108.Final |
io.netty |
netty-handler-proxy |
4.1.108.Final |
io.netty |
netty-resolver |
4.1.108.Final |
io.netty |
netty-tcnative-boringssl-static |
2.0.61.Final-db-r16 |
io.netty |
netty-tcnative-boringssl-static |
2.0.61.Final-db-r16-linux-aarch_64 |
io.netty |
netty-tcnative-boringssl-static |
2.0.61.Final-db-r16-linux-x86_64 |
io.netty |
netty-tcnative-boringssl-static |
2.0.61.Final-db-r16-osx-aarch_64 |
io.netty |
netty-tcnative-boringssl-static |
2.0.61.Final-db-r16-osx-x86_64 |
io.netty |
netty-tcnative-boringssl-static |
2.0.61.Final-db-r16-windows-x86_64 |
io.netty |
netty-tcnative-classes |
2.0.61.Final |
io.netty |
netty-transport |
4.1.108.Final |
io.netty |
netty-transport-classes-epoll |
4.1.108.Final |
io.netty |
netty-transport-classes-kqueue |
4.1.108.Final |
io.netty |
netty-transport-native-epoll |
4.1.108.Final |
io.netty |
netty-transport-native-epoll |
4.1.108.Final-linux-aarch_64 |
io.netty |
netty-transport-native-epoll |
4.1.108.Final-linux-riscv64 |
io.netty |
netty-transport-native-epoll |
4.1.108.Final-linux-x86_64 |
io.netty |
netty-transport-native-kqueue |
4.1.108.Final-osx-aarch_64 |
io.netty |
netty-transport-native-kqueue |
4.1.108.Final-osx-x86_64 |
io.netty |
netty-transport-native-unix-common |
4.1.108.Final |
io.prometheus |
simpleclient |
0.7.0 |
io.prometheus |
simpleclient_common |
0.7.0 |
io.prometheus |
simpleclient_dropwizard |
0.7.0 |
io.prometheus |
simpleclient_pushgateway |
0.7.0 |
io.prometheus |
simpleclient_servlet |
0.7.0 |
io.prometheus.jmx |
collector |
0.12.0 |
jakarta.annotation |
jakarta.annotation-api |
1.3.5 |
jakarta.servlet |
jakarta.servlet-api |
4.0.3 |
jakarta.validation |
jakarta.validation-api |
2.0.2 |
jakarta.ws.rs |
jakarta.ws.rs-api |
2.1.6 |
javax.activation |
activation |
1.1.1 |
javax.el |
javax.el-api |
2.2.4 |
javax.jdo |
jdo-api |
3.0.1 |
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 |
2.12.1 |
net.java.dev.jna |
jna |
5.8.0 |
net.razorvine |
pickle |
1.3 |
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 |
4.9.3 |
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-format |
15.0.0 |
org.apache.arrow |
arrow-memory-core |
15.0.0 |
org.apache.arrow |
arrow-memory-netty |
15.0.0 |
org.apache.arrow |
arrow-vector |
15.0.0 |
org.apache.avro |
avro |
1.11.3 |
org.apache.avro |
avro-ipc |
1.11.3 |
org.apache.avro |
avro-mapred |
1.11.3 |
org.apache.commons |
commons-collections4 |
4.4 |
org.apache.commons |
commons-compress |
1.23.0 |
org.apache.commons |
commons-crypto |
1.1.0 |
org.apache.commons |
commons-lang3 |
3.12.0 |
org.apache.commons |
commons-math3 |
3.6.1 |
org.apache.commons |
commons-text |
1.10.0 |
org.apache.curator |
curator-client |
2.13.0 |
org.apache.curator |
curator-framework |
2.13.0 |
org.apache.curator |
curator-recipes |
2.13.0 |
org.apache.datasketches |
datasketches-java |
3.1.0 |
org.apache.datasketches |
datasketches-memory |
2.0.0 |
org.apache.derby |
derby |
10.14.2.0 |
org.apache.hadoop |
hadoop-client-runtime |
3.3.6 |
org.apache.hive |
hive-beeline |
2.3.9 |
org.apache.hive |
hive-cli |
2.3.9 |
org.apache.hive |
hive-jdbc |
2.3.9 |
org.apache.hive |
hive-llap-client |
2.3.9 |
org.apache.hive |
hive-llap-common |
2.3.9 |
org.apache.hive |
hive-serde |
2.3.9 |
org.apache.hive |
hive-shims |
2.3.9 |
org.apache.hive |
hive-storage-api |
2.8.1 |
org.apache.hive.shims |
hive-shims-0.23 |
2.3.9 |
org.apache.hive.shims |
hive-shims-common |
2.3.9 |
org.apache.hive.shims |
hive-shims-scheduler |
2.3.9 |
org.apache.httpcomponents |
httpclient |
4.5.14 |
org.apache.httpcomponents |
httpcore |
4.4.16 |
org.apache.ivy |
ivy |
2.5.2 |
org.apache.logging.log4j |
log4j-1.2-api |
2.22.1 |
org.apache.logging.log4j |
log4j-api |
2.22.1 |
org.apache.logging.log4j |
log4j-core |
2.22.1 |
org.apache.logging.log4j |
log4j-layout-template-json |
2.22.1 |
org.apache.logging.log4j |
log4j-slf4j2-impl |
2.22.1 |
org.apache.orc |
orc-core |
1.9.2-shaded-protobuf |
org.apache.orc |
orc-mapreduce |
1.9.2-shaded-protobuf |
org.apache.orc |
orc-shims |
1.9.2 |
org.apache.thrift |
libfb303 |
0.9.3 |
org.apache.thrift |
libthrift |
0.12.0 |
org.apache.ws.xmlschema |
xmlschema-core |
2.3.0 |
org.apache.xbean |
xbean-asm9-shaded |
4.23 |
org.apache.yetus |
audience-annotations |
0.13.0 |
org.apache.zookeeper |
zookeeper |
3.9.2 |
org.apache.zookeeper |
zookeeper-jute |
3.9.2 |
org.checkerframework |
checker-qual |
3.31.0 |
org.codehaus.jackson |
jackson-core-asl |
1.9.13 |
org.codehaus.jackson |
jackson-mapper-asl |
1.9.13 |
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.collections |
eclipse-collections |
11.1.0 |
org.eclipse.collections |
eclipse-collections-api |
11.1.0 |
org.eclipse.jetty |
jetty-client |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-continuation |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-http |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-io |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-jndi |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-plus |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-proxy |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-security |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-server |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-servlet |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-servlets |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-util |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-util-ajax |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-webapp |
9.4.52.v20230823 |
org.eclipse.jetty |
jetty-xml |
9.4.52.v20230823 |
org.eclipse.jetty.websocket |
websocket-api |
9.4.52.v20230823 |
org.eclipse.jetty.websocket |
websocket-client |
9.4.52.v20230823 |
org.eclipse.jetty.websocket |
websocket-common |
9.4.52.v20230823 |
org.eclipse.jetty.websocket |
websocket-server |
9.4.52.v20230823 |
org.eclipse.jetty.websocket |
websocket-servlet |
9.4.52.v20230823 |
org.fusesource.leveldbjni |
leveldbjni-all |
1.8 |
org.glassfish.hk2 |
hk2-api |
2.6.1 |
org.glassfish.hk2 |
hk2-locator |
2.6.1 |
org.glassfish.hk2 |
hk2-utils |
2.6.1 |
org.glassfish.hk2 |
osgi-resource-locator |
1.0.3 |
org.glassfish.hk2.external |
aopalliance-repackaged |
2.6.1 |
org.glassfish.hk2.external |
jakarta.inject |
2.6.1 |
org.glassfish.jersey.containers |
jersey-container-servlet |
2.40 |
org.glassfish.jersey.containers |
jersey-container-servlet-core |
2.40 |
org.glassfish.jersey.core |
jersey-client |
2.40 |
org.glassfish.jersey.core |
jersey-common |
2.40 |
org.glassfish.jersey.core |
jersey-server |
2.40 |
org.glassfish.jersey.inject |
jersey-hk2 |
2.40 |
org.hibernate.validator |
hibernate-validator |
6.1.7.Final |
org.ini4j |
ini4j |
0.5.4 |
org.javassist |
javassist |
3.29.2-GA |
org.jboss.logging |
jboss-logging |
3.3.2.Final |
org.jdbi |
jdbi |
2.63.1 |
org.jetbrains |
annotations |
17.0.0 |
org.joda |
joda-convert |
1.7 |
org.jodd |
jodd-core |
3.5.2 |
org.json4s |
json4s-ast_2.12 |
4.0.7 |
org.json4s |
json4s-core_2.12 |
4.0.7 |
org.json4s |
json4s-jackson-core_2.12 |
4.0.7 |
org.json4s |
json4s-jackson_2.12 |
4.0.7 |
org.json4s |
json4s-scalap_2.12 |
4.0.7 |
org.lz4 |
lz4-java |
1.8.0-databricks-1 |
org.mlflow |
mlflow-spark_2.12 |
2.9.1 |
org.objenesis |
objenesis |
2.5.1 |
org.postgresql |
postgresql |
42.6.1 |
org.roaringbitmap |
RoaringBitmap |
0.9.45-databricks |
org.roaringbitmap |
shims |
0.9.45-databricks |
org.rocksdb |
rocksdbjni |
9.2.1 |
org.rosuda.REngine |
REngine |
2.1.0 |
org.scala-lang |
scala-compiler_2.12 |
2.12.15 |
org.scala-lang |
scala-library_2.12 |
2.12.15 |
org.scala-lang |
scala-reflect_2.12 |
2.12.15 |
org.scala-lang.modules |
scala-collection-compat_2.12 |
2.11.0 |
org.scala-lang.modules |
scala-java8-compat_2.12 |
0.9.1 |
org.scala-lang.modules |
scala-parser-combinators_2.12 |
1.1.2 |
org.scala-lang.modules |
scala-xml_2.12 |
1.2.0 |
org.scala-sbt |
test-interface |
1.0 |
org.scalacheck |
scalacheck_2.12 |
1.14.2 |
org.scalactic |
scalactic_2.12 |
3.2.16 |
org.scalanlp |
breeze-macros_2.12 |
2.1.0 |
org.scalanlp |
breeze_2.12 |
2.1.0 |
org.scalatest |
scalatest-compatible |
3.2.16 |
org.scalatest |
scalatest-core_2.12 |
3.2.16 |
org.scalatest |
scalatest-diagrams_2.12 |
3.2.16 |
org.scalatest |
scalatest-featurespec_2.12 |
3.2.16 |
org.scalatest |
scalatest-flatspec_2.12 |
3.2.16 |
org.scalatest |
scalatest-freespec_2.12 |
3.2.16 |
org.scalatest |
scalatest-funspec_2.12 |
3.2.16 |
org.scalatest |
scalatest-funsuite_2.12 |
3.2.16 |
org.scalatest |
scalatest-matchers-core_2.12 |
3.2.16 |
org.scalatest |
scalatest-mustmatchers_2.12 |
3.2.16 |
org.scalatest |
scalatest-propspec_2.12 |
3.2.16 |
org.scalatest |
scalatest-refspec_2.12 |
3.2.16 |
org.scalatest |
scalatest-shouldmatchers_2.12 |
3.2.16 |
org.scalatest |
scalatest-wordspec_2.12 |
3.2.16 |
org.scalatest |
scalatest_2.12 |
3.2.16 |
org.slf4j |
jcl-over-slf4j |
2.0.7 |
org.slf4j |
jul-to-slf4j |
2.0.7 |
org.slf4j |
slf4j-api |
2.0.7 |
org.slf4j |
slf4j-simple |
1.7.25 |
org.threeten |
threeten-extra |
1.7.1 |
org.tukaani |
xz |
1.9 |
org.typelevel |
algebra_2.12 |
2.0.1 |
org.typelevel |
cats-kernel_2.12 |
2.1.1 |
org.typelevel |
spire-macros_2.12 |
0.17.0 |
org.typelevel |
spire-platform_2.12 |
0.17.0 |
org.typelevel |
spire-util_2.12 |
0.17.0 |
org.typelevel |
spire_2.12 |
0.17.0 |
org.wildfly.openssl |
wildfly-openssl |
1.1.3.Final |
org.xerial |
sqlite-jdbc |
3.42.0.0 |
org.xerial.snappy |
snappy-java |
1.1.10.3 |
org.yaml |
snakeyaml |
2.0 |
oro |
oro |
2.0.8 |
pl.edu.icm |
JLargeArrays |
1.5 |
software.amazon.cryptools |
AmazonCorrettoCryptoProvider |
2.4.1-linux-x86_64 |
stax |
stax-api |
1.0.1 |