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Databricks Runtime 17.1

The following release notes provide information about Databricks Runtime 17.1, powered by Apache Spark 4.0.0.

Databricks released this version in August 2025.

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.

New features and improvements​

Expanded spatial SQL expressions and GEOMETRY and GEOGRAPHY data types​

You can now store geospatial data in built-in GEOMETRY and GEOGRAPHY columns for improved performance of spatial queries. This release adds more than 80 new spatial SQL expressions, including functions for importing, exporting, measuring, constructing, editing, validating, transforming, and determining topological relationships with spatial joins. See ST geospatial functions, GEOGRAPHY type, and GEOMETRY type.

Support for schema and catalog level default collation​

You can now set a default collation for schemas and catalogs in Databricks Runtime 17.1. This allows you to define a collation that applies to all objects created within the schema or catalog, ensuring consistent collation behavior across your data.

Better handling of JSON options with VARIANT​

The from_json and to_json functions now correctly apply JSON options when working with top-level VARIANT schemas. This ensures consistent behavior with other supported data types.

display() supports Streaming Real-Time Mode​

You can use the display() function with streaming queries that use a real-time trigger. In this mode, display() automatically uses update output mode and avoids adding a LIMIT clause, which is unsupported with update. The display refresh interval is also decoupled from batch duration to better support real-time responsiveness.

Rate source supports Streaming Real-Time Mode​

The rate source in Structured Streaming now works with real-time triggers, enabling continuous data generation for streaming pipelines using Streaming Real-Time Mode.

Event-time timers supported for time-based windows​

Databricks supports event-time-based triggers for time-based window operations in Streaming Real-Time Mode. This enables more accurate handling of late data and watermarking in real-time streaming queries.

Improved schema listing​

The Snowflake connector uses the INFORMATION_SCHEMA table instead of the SHOW SCHEMAS command to list schemas. This change removes the 10,000-schema limit of the previous approach and improves support for databases with a large number of schemas.

Improved string column mapping in Redshift writes​

When writing tables to Redshift using spark.write, string columns without an explicit length are mapped to VARCHAR(MAX) instead of TEXT. This avoids Redshift’s default behavior of interpreting TEXT as VARCHAR(256), which could cause errors when writing longer strings.

Support for DDL, SHOW, and DESCRIBE on access-controlled tables​

SQL commands like DDL, SHOW, and DESCRIBE now run on fine-grained access-controlled tables using dedicated clusters. When needed to enforce access controls, Databricks routes these commands through serverless compute, just like it does for reads, merges, and appends.

Reduced memory usage for wide schemas in Photon writer​

Enhancements were made to the Photon engine that significantly reduce memory usage for wide schemas, addressing scenarios that previously resulted in out-of-memory errors.

Support for TIMESTAMP WITHOUT TIME ZONE syntax​

You can now specify TIMESTAMP WITHOUT TIME ZONE instead of TIMESTAMP_NTZ. This change improves compatibility with the SQL Standard.

Behavioral changes​

Resolved subquery correlation issue​

Databricks no longer incorrectly correlates semantically equal aggregate expressions between a subquery and its outer query. Previously, this could lead to incorrect query results.

Timestamp NTZ literals no longer pushed down​

For both the Snowflake connector and Snowflake Lakehouse Federation, TIMESTAMP_NTZ (timestamp without time zone) literals are no longer pushed down to Snowflake. This change prevents query failures caused by incompatible timestamp handling and improves reliability for affected queries.

Error thrown for invalid CHECK constraints​

Databricks now throws an AnalysisException if a CHECK constraint expression cannot be resolved during constraint validation.

Pulsar connector no longer exposes Bouncy Castle​

The Bouncy Castle library is now shaded in the Pulsar connector to prevent classpath conflicts. As a result, Spark jobs can no longer access org.bouncycastle.* classes from the connector. If your application code depends on Bouncy Castle, install the library manually on your cluster.

Auto Loader uses file events by default if available​

Auto Loader uses file events instead of directory listing when the load path is an external location with file events enabled. The default for useManagedFileEvents is now if_available (was false). This can improve ingestion performance and logs a warning if file events are not yet enabled.

Internal table properties filtered from SHOW CREATE TABLE​

SHOW CREATE TABLE no longer includes internal properties that can't be set manually or passed to CREATE TABLE. This reduces confusion and aligns output with user-configurable options.

Stricter rules for stream-stream joins in append mode​

Databricks now disallows streaming queries in append mode that use a stream-stream join followed by window aggregation, unless watermarks are defined on both sides. Queries without proper watermarks can produce non-final results, violating append mode guarantees.

Teradata connector fixes case-sensitive string comparison​

The Teradata connector now defaults to TMODE=ANSI, aligning string comparison behavior with Databricks by making it case-sensitive. This change is configurable and does not affect existing users unless they opt in.

Library upgrades​

  • Upgraded Python libraries:

    • google-auth from 2.40.1 to 2.40.0
    • mlflow-skinny from 3.0.0 to 3.0.1
    • opentelemetry-api from 1.33.0 to 1.32.1
    • opentelemetry-sdk from 1.33.0 to 1.32.1
    • opentelemetry-semantic-conventions from 0.54b0 to 0.53b1
    • packaging from 24.1 to 24.2
    • pip from 24.2 to 25.0.1

  • Upgraded R libraries:

  • cli from 3.6.4 to 3.6.5

  • curl from 6.2.1 to 6.4.0

  • generics from 0.1.3 to 0.1.4

  • globals from 0.16.3 to 0.18.0

  • openssl from 2.3.2 to 2.3.3

  • pillar from 1.10.1 to 1.11.0

  • rlang from 1.1.5 to 1.1.6

  • sparklyr from 1.9.0 to 1.9.1

  • stringi from 1.8.4 to 1.8.7

  • tibble from 3.2.1 to 3.3.0

  • utf8 from 1.2.4 to 1.2.6

  • Upgraded Java libraries:

    • software.amazon.cryptools.AmazonCorrettoCryptoProvider from 2.4.1-linux-x86_64 to 2.5.0-linux-x86_64

Apache Spark​

Databricks Runtime 17.1 includes Apache Spark 4.0.0. This release includes all Spark fixes and improvements included in version 17.0, as well as the following additional bug fixes and improvements made to Spark:

  • SPARK-52721 Fix message parameter for CANNOT_PARSE_DATATYPE
  • SPARK-51919 Allow overwriting statically registered Python Data Source
  • SPARK-52632 Revert: Pretty display V2 write plan nodes
  • SPARK-52715 Pretty SQL string of TIME - DAY-TIME INTERVAL
  • SPARK-51268 Make TreeNode lock-free
  • SPARK-52701 Fix float32 type widening in mod with bool under ANSI
  • SPARK-52563 Fix var naming bug in _assert_pandas_almost_equal
  • SPARK-52541 Add programming guide for Declarative Pipelines
  • SPARK-51695 Fix test failures caused by CHECK CONSTRAINT syntax change
  • SPARK-52666 Map User Defined Type to correct MutableValue in SpecificInternalRow
  • SPARK-52660 Add time type to CodeGenerator#javaClass
  • SPARK-52693 Support +/- ANSI day-time intervals to/from TIME
  • SPARK-52705 Refactor deterministic check for grouping expressions
  • SPARK-52699 Support aggregating TIME type in interpreted mode
  • SPARK-52503 Fix drop when the input column is not existent
  • SPARK-52535 Improve code readability of rule ApplyColumnarRulesAndInsertTransitions
  • SPARK-52551 Add a new v2 Predicate BOOLEAN_EXPRESSION
  • SPARK-52698 Revert: Improve type hints for datasource module
  • SPARK-52684 Make CACHE TABLE Commands atomic while encountering execution errors
  • SPARK-52671 RowEncoder shall not lookup a resolved UDT
  • SPARK-52670 Make HiveResult work with UserDefinedType#stringifyValue
  • SPARK-52692 Support caching the TIME type
  • SPARK-51516 Support TIME by the Thrift server
  • SPARK-52674 Clean up the usage of deprecated APIs related to RandomStringUtils
  • SPARK-51428 Assign Aliases for collated expression trees deterministically
  • SPARK-52672 Don't replace Sort/Having expressions with aliases if expression exists in Aggregate
  • SPARK-52618 Casting TIME(n) to TIME(m)
  • SPARK-52656 Fix current_time()
  • SPARK-52630 Reorganize streaming operator and state mgmt code and dirs
  • SPARK-52649 Trim aliases before matching Sort/Having/Filter expressions in buildAggExprList
  • SPARK-52578 Add metrics for rows to track case and action in MergeRowsExec
  • SPARK-49428 Move Connect Scala Client from Connector to SQL
  • SPARK-52494 Support colon-sign operator syntax to access Variant fields
  • SPARK-52642 Use daemonWorkers.get(worker) to avoid unexpected out-of-sync between idleWorkers and daemonWorkers
  • SPARK-52570 Enable divide-by-zero for numeric rmod with ANSI enabled
  • SPARK-52633 Deduplicate single Union child output before DeduplicateRelations
  • SPARK-52600 Move CompletionIterator to common/utils
  • SPARK-52626 Allow grouping by the time type
  • SPARK-52395 Fail reducer task immediately when Prism fetch request fails
  • SPARK-52596 Try make TIMESTAMP_NTZ from DATE and TIME
  • SPARK-52595 Rename the TimeAdd expression to TimestampAddInterval
  • SPARK-52586 Introduce AnyTimeType
  • SPARK-52583 Add Developer API for stringifying values in UserDefinedType
  • SPARK-52354 Add type coercion to UnionLoop
  • SPARK-52579 Set periodical traceback dump for Python workers
  • SPARK-52456 Lower the minimum limit of spark.eventLog.rolling.maxFileSize
  • SPARK-52536 Set AsyncProfilerLoader extractionDir to spark local dir
  • SPARK-52405 Extend V2JDBCTest to test multiple partition reading
  • SPARK-52303 Promote ExternalCommandRunner to Stable
  • SPARK-52572 Avoid CAST_INVALID_INPUT of DataFrame.isin in ANSI mode
  • SPARK-52349 Enable boolean division tests with ANSI enabled
  • SPARK-52402 Fix divide-by-zero errors in Kendall and Pearson correlation under ANSI mode
  • SPARK-52356 Enable divide-by-zero for boolean mod/rmod with ANSI enabled
  • SPARK-52288 Avoid INVALID_ARRAY_INDEX in split/rsplit when ANSI mode is on
  • SPARK-52557 Avoid CAST_INVALID_INPUT of to_numeric(errors='coerce') in ANSI mode
  • SPARK-52440 Add python install extra for declarative pipelines
  • SPARK-52569 Fix the class cast exception in SecondsOfTimeWithFraction
  • SPARK-52540 Make TIMESTAMP_NTZ from DATE and TIME
  • SPARK-52539 Introduce session hooks
  • SPARK-52554 Avoid multiple roundtrips for config check in Spark Connect
  • SPARK-52553 Fix NumberFormatException when reading v1 changelog
  • SPARK-52534 Make MLCache and MLHandler thread-safe
  • SPARK-52460 Store internal TIME values as nanoseconds
  • SPARK-52482 ZStandard support for file data source reader
  • SPARK-52531 OuterReference in subquery aggregate is incorrectly tied to outer query aggregate
  • SPARK-52339 Fix comparison of InMemoryFileIndex instances
  • SPARK-52418 Add a noElements state variable to the PercentileHeap to avoid repetitive calculations of isEmpty()
  • SPARK-52537 Print stacktrace on creating temp dir failure
  • SPARK-52462 Enforce type coercion before children output deduplication in Union
  • SPARK-52528 Enable divide-by-zero for numeric mod with ANSI enabled
  • SPARK-52458 Support spark.eventLog.excludedPatterns
  • SPARK-52493 Support TIMESTAMP WITHOUT TIME ZONE
  • SPARK-51563 Support the fully qualified type name TIME(n) WITHOUT TIME ZONE
  • SPARK-52450 Improve performance of schema deepcopy
  • SPARK-52519 Enable divide-by-zero for numeric floordiv with ANSI enabled
  • SPARK-52489 Forbid duplicate SQLEXCEPTION and NOT FOUND handlers inside SQL Script
  • SPARK-52488 Strip alias before wrapping outer references under HAVING
  • SPARK-52383 Improve errors in SparkConnectPlanner
  • SPARK-52335 Unify the invalid bucket count error for both Connect and Classic
  • SPARK-52337 Make InvalidPlanInput a user-facing error
  • SPARK-52312 Ignore V2WriteCommand when caching DataFrame
  • SPARK-52487 Add Stage Submitted Time and Duration to StagePage Detail
  • SPARK-52433 Unify the string coercion in createDataFrame
  • SPARK-52427 Normalize aggregate expression list covered by a Project
  • SPARK-51745 Enforce State Machine for RocksDBStateStore
  • SPARK-52447 Move GetViewColumnByNameAndOrdinal normalization to SessionCatalogSuite
  • SPARK-52397 Idempotent ExecutePlan: second ExecutePlan with same operationId and plan reattaches
  • SPARK-52355 Infer VariantVal object type as VariantType when creating a DataFrame
  • SPARK-52425 Refactor ExtractValue for reuse in single-pass implementation
  • SPARK-52249 Enable divide-by-zero for numeric truediv with ANSI enabled
  • SPARK-52228 Integrate state interaction microbenchmark into Quicksilver (TCP)
  • SPARK-48356 Improve FOR statement's column schema inference
  • SPARK-48353 Exception handling improvements
  • SPARK-52060 Make OneRowRelationExec node
  • SPARK-52391 Refactor TransformWithStateExec functions/vars into base class for Scala and Python
  • SPARK-52218 Make current datetime functions evaluable again
  • SPARK-52350 Fix link for SS programming guide in 4.0
  • SPARK-52385 Remove TempResolvedColumns from InheritAnalysisRules name
  • SPARK-52392 New single-pass Analyzer functionality
  • SPARK-52243 Add NERF support for schema-related InvalidPlanInput errors
  • SPARK-52338 Inherit default collation from schema to View
  • SPARK-52307 Support Scalar Arrow Iterator UDF
  • SPARK-52300 Make SQL UDTVF resolution use consistent configs with view resolution
  • SPARK-52219 Schema level collation support for tables
  • SPARK-52272 V2SessionCatalog does not alter schema on Hive Catalog
  • SPARK-51890 Add options parameter to Logical Plan View
  • SPARK-51936 ReplaceTableAsSelect should overwrite new table instead of append
  • SPARK-51302 Spark Connect supports JDBC should use the DataFrameReader API
  • SPARK-50137 Avoid fallback to Hive-incompatible ways on table creation fails
  • SPARK-52184 Wrap external engine JDBC syntax errors with a unified exception
  • SPARK-47618 Use Magic Committer for all S3 buckets by default
  • SPARK-52305 Refine the docstring for isnotnull, equal_null, nullif, nullifzero, nvl, nvl2, zeroifnull
  • SPARK-52174 Enable spark.checkpoint.compress by default
  • SPARK-52224 Introduce pyyaml as a dependency for the Python client
  • SPARK-52233 Fix map_zip_with for Floating Point Types
  • SPARK-52036 Add SQLConfHelper trait to v2.FileScan
  • SPARK-52159 Remove too wide condition for MariaDB dialect
  • SPARK-50104 Support SparkSession.executeCommand in Connect
  • SPARK-52240 Corrected row index usage when exploding packed arrays in vectorized reader
  • SPARK-52153 Fix from_json and to_json with variant
  • SPARK-48618 Improve not exists test to check for both 3part and 2part names
  • SPARK-52216 Make InvalidCommandInput a user-facing error
  • SPARK-52299 Replace deprecated JsonNode.fields
  • SPARK-52287 Improve SparkContext not to populate o.a.s.internal.io.cloud.* setting if not exist
  • SPARK-51430 Stop PySpark context logger from propagating logs to stdout
  • SPARK-52278 Scalar Arrow UDF support named arguments
  • SPARK-52026 Block pandas API on Spark on ANSI mode by default
  • SPARK-52171 StateDataSource join implementation for state v3
  • SPARK-52159 Properly handle table existence check for jdbc dialects
  • SPARK-52158 Add InvalidInputErrors object to centralize errors in SparkConnectPlanner
  • SPARK-52195 Fix initial state column dropping issue for Python TWS
  • SPARK-52211 Strip $ suffix from SparkConnectServer INFO log
  • SPARK-52239 Support register an arrow UDF
  • SPARK-52215 Implement Scalar Arrow UDF
  • SPARK-52188 Fix for StateDataSource where StreamExecution.RUN_ID_KEY is not set
  • SPARK-52189 New golden file tests for NATURAL JOIN with GROUP BY, HAVING, ORDER BY and LCAs
  • SPARK-52079 Normalize order of attributes in inner project lists
  • SPARK-52234 Fix error on non-string input to schema_of_csv/xml
  • SPARK-52221 Refactor SqlScriptingLocalVariableManager into a more generic context manager
  • SPARK-52181 Increase variant size limit to 128MiB
  • SPARK-52217 Skip outer reference validation under Filter in single-pass resolver
  • SPARK-51260 Move V2ExpressionBuilder and PushableExpression to Catalyst module
  • SPARK-52156 Put legacy CREATE TEMPORARY TABLE ... USING provider under the flag
  • SPARK-51012 Remove SparkStrategy from Connect Shims
  • SPARK-52109 Add listTableSummaries API to Data Source V2 Table Catalog API
  • SPARK-50915 Add getCondition and deprecate getErrorClass in PySparkException
  • SPARK-52022 Add check in default method for SparkThrowable.getQueryContext
  • SPARK-51147 Refactor streaming related classes to a dedicated streaming directory
  • SPARK-52120 Pass the session to ConnectHelper
  • SPARK-52021 Separate operator and expression patterns
  • SPARK-51722 Remove "stop" origin from ParseException
  • SPARK-52096 Reclassify kafka source offset assertion error
  • SPARK-51985 Remove Experimental from AccumulatorSource
  • SPARK-51156 Static token authentication support in Spark Connect
  • SPARK-52157 Use earlier computed name for OuterReference in single-pass resolver
  • SPARK-52100 Enable overriding the recursion level limit in syntax
  • SPARK-51605 Create the parent directory before touching the logFile
  • SPARK-52127 Squeeze the protocol of MapState KEYS / VALUES / ITERATOR for transformWithState in PySpark
  • SPARK-52040 ResolveLateralColumnAliasReference should retain the plan id
  • SPARK-51638 Fix fetching remote disk stored RDD blocks via external shuffle service
  • SPARK-51983 Prepare the test environment for pandas API on Spark with ANSI mode enabled
  • SPARK-52087 Add copying of tags and origin to AliasHelper.trimNonTopLevelAliases
  • SPARK-51210 Add --enable-native-access=ALL-UNNAMED to Java options for Java 24+
  • SPARK-52052 Add .broadcast in the companion object of SerializableConfiguration
  • SPARK-51823 Add config to not persist state store on executors
  • SPARK-51291 Reclassify validation errors thrown from state store loading
  • SPARK-52006 Exclude CollectMetricsExec accumulator from Spark UI + event logs + metric heartbeats
  • SPARK-52076 Explicitly closes ExecutePlanResponseReattachableIterator after usage
  • SPARK-51428 Assign Aliases for collated expression trees deterministically
  • SPARK-52079 Normalize order of attributes in inner project lists
  • SPARK-52033 Fix Generate node bug where the output of the child node can have multiple copies of the same Attribute
  • SPARK-51428 Assign Aliases for collated expression trees deterministically
  • SPARK-52055 Suppress the exception in ExecutePlanResponseReattachableIterator.del
  • SPARK-51921 Use long type for TTL duration in millisecond in transformWithState
  • SPARK-50763 Add Analyzer rule for resolving SQL table functions
  • SPARK-51884 Add outer scope attributes for SubqueryExpression
  • SPARK-50762 Add Analyzer rule for resolving SQL scalar UDFs
  • SPARK-51814 Uses list(self) instead of StructType.fields for old version compat
  • SPARK-51537 Construct the session-specific classloader based on the default session classloader on executor
  • SPARK-50777 Remove redundant no-op init/destroy methods from Filter classes
  • SPARK-51691 SerializationDebugger should swallow exception when try to find the reason of serialization problem
  • SPARK-51386 Assign name to error conditions _LEGACY_ERROR_TEMP_3300-3302
  • SPARK-50734 Add catalog API for creating and registering SQL UDFs
  • SPARK-51989 Add missing Filter subclasses to all list in datasource
  • SPARK-52037 Order in LCA inner project lists should respect order in original project list
  • SPARK-52007 Expression IDs shouldn't be present in grouping expressions when using grouping sets
  • SPARK-51860 Disable spark.connect.grpc.debug.enabled by default
  • SPARK-47952 Support retrieving the real SparkConnectService GRPC address and port programmatically when running on Yarn
  • SPARK-50906 Add nullability check for if inputs of to_avro align with schema
  • SPARK-50581 fix support for UDAF in Dataset.observe()
  • SPARK-49946 Require an error class in SparkOutOfMemoryError
  • SPARK-49748 Add getCondition and deprecate getErrorClass in SparkThrowable
  • SPARK-51959 Make functions not import ParentDataFrame
  • SPARK-51964 Correctly resolve attributes from hidden output in ORDER BY and HAVING on top of an Aggregate in single-pass Analyzer
  • SPARK-49942 Rename errorClass to condition in classifyException()
  • SPARK-51963 Simplify IndexToString.transform
  • SPARK-51946 Eagerly fail for creating hive-incompatible datasource table with 'col' a partition name
  • SPARK-51553 Modify EXTRACT to support TIME data type
  • SPARK-51891 Squeeze the protocol of ListState GET / PUT / APPENDLIST for transformWithState in PySpark
  • SPARK-51931 Add maxBytesPerOutputBatch to limit the number of bytes of Arrow output batch
  • SPARK-51441 Add DSv2 APIs for constraints
  • SPARK-51814 Use RecordBatch.schema.names instead of column_names for old pyarrow compatibility
  • SPARK-51913 JDBCTableCatalog#loadTable should throw no such table error correctly
  • SPARK-51840 Restore Partition columns in HiveExternalCatalog#alterTable
  • SPARK-51414 Add the make_time() function
  • SPARK-49700 Unified Scala Interface for Connect and Classic
  • SPARK-51914 Add com.mysql.cj to spark.sql.hive.metastore.sharedPrefixes
  • SPARK-51827 Support Spark Connect on transformWithState in PySpark
  • SPARK-51901 Disallow generator functions in grouping sets
  • SPARK-51423 Add the current_time() function for TIME datatype
  • SPARK-51680 Set the logical type for TIME in the parquet writer
  • SPARK-51889 Fix a bug for MapState clear() in Python TWS
  • SPARK-51869 Create classification for user errors within UDFs for Scala TransformWithState
  • SPARK-51878 Improve fillDefaultValue by exec the foldable default expression.
  • SPARK-51757 Fix LEAD/LAG Function Offset Exceeds Window Group Size
  • SPARK-51805 Get function with improper argument should throw proper exception instead of an internal one
  • SPARK-51900 Properly throw datatype mismatch in single-pass Analyzer
  • SPARK-51421 Get seconds of TIME datatype
  • SPARK-51661 Partitions discovery of TIME column values
  • SPARK-51687 Pushdown filters with TIME values to parquet
  • SPARK-51419 Get hours of TIME datatype
  • SPARK-51881 Make AvroOptions comparable
  • SPARK-51861 Remove duplicated/unnecessary info of InMemoryRelation Plan Detail
  • SPARK-51814 Introduce a new API transformWithState in PySpark
  • SPARK-51779 Use virtual column families for stream-stream joins
  • SPARK-51649 Dynamic writes/reads of TIME partitions
  • SPARK-51634 Support TIME in off-heap column vectors
  • SPARK-51877 Add functions 'chr', 'random' and 'uuid'
  • SPARK-51610 Support the TIME data type in the parquet datasource
  • SPARK-51420 Get minutes of TIME datatype
  • SPARK-51822 Throwing classified error when disallowed functions are called during StatefulProcessor.init()
  • SPARK-51868 Move type coercion validation to a separate object
  • SPARK-49747 Migrate connect/ files to structured logging

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 24.04.2 LTS
  • Java: Zulu17.58+21-CA
  • Scala: 2.13.16
  • Python: 3.12.3
  • R: 4.4.2
  • Delta Lake: 4.0.0

Installed Python libraries​

Library

Version

Library

Version

Library

Version

annotated-types

0.7.0

anyio

4.6.2

argon2-cffi

21.3.0

argon2-cffi-bindings

21.2.0

arrow

1.3.0

asttokens

2.0.5

astunparse

1.6.3

async-lru

2.0.4

attrs

24.3.0

autocommand

2.2.2

azure-common

1.1.28

azure-core

1.34.0

azure-identity

1.20.0

azure-mgmt-core

1.5.0

azure-mgmt-web

8.0.0

azure-storage-blob

12.23.0

azure-storage-file-datalake

12.17.0

babel

2.16.0

backports.tarfile

1.2.0

beautifulsoup4

4.12.3

black

24.10.0

bleach

6.2.0

blinker

1.7.0

boto3

1.36.2

botocore

1.36.3

cachetools

5.5.1

certifi

2025.1.31

cffi

1.17.1

chardet

4.0.0

charset-normalizer

3.3.2

click

8.1.7

cloudpickle

3.0.0

comm

0.2.1

contourpy

1.3.1

cryptography

43.0.3

cycler

0.11.0

Cython

3.0.12

databricks-sdk

0.49.0

dbus-python

1.3.2

debugpy

1.8.11

decorator

5.1.1

defusedxml

0.7.1

Deprecated

1.2.13

distlib

0.3.9

docstring-to-markdown

0.11

executing

0.8.3

facets-overview

1.1.1

fastapi

0.115.12

fastjsonschema

2.21.1

filelock

3.18.0

fonttools

4.55.3

fqdn

1.5.1

fsspec

2023.5.0

gitdb

4.0.11

GitPython

3.1.43

google-api-core

2.20.0

google-auth

2.40.0

google-cloud-core

2.4.3

google-cloud-storage

3.1.0

google-crc32c

1.7.1

google-resumable-media

2.7.2

googleapis-common-protos

1.65.0

grpcio

1.67.0

grpcio-status

1.67.0

h11

0.14.0

httpcore

1.0.2

httplib2

0.20.4

httpx

0.27.0

idna

3.7

importlib-metadata

6.6.0

importlib_resources

6.4.0

inflect

7.3.1

iniconfig

1.1.1

ipyflow-core

0.0.209

ipykernel

6.29.5

ipython

8.30.0

ipython-genutils

0.2.0

ipywidgets

7.8.1

isodate

0.6.1

isoduration

20.11.0

jaraco.context

5.3.0

jaraco.functools

4.0.1

jaraco.text

3.12.1

jedi

0.19.2

Jinja2

3.1.5

jmespath

1.0.1

joblib

1.4.2

json5

0.9.25

jsonpointer

3.0.0

jsonschema

4.23.0

jsonschema-specifications

2023.7.1

jupyter-events

0.10.0

jupyter-lsp

2.2.0

jupyter_client

8.6.3

jupyter_core

5.7.2

jupyter_server

2.14.1

jupyter_server_terminals

0.4.4

jupyterlab

4.3.4

jupyterlab-pygments

0.1.2

jupyterlab-widgets

1.0.0

jupyterlab_server

2.27.3

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

matplotlib

3.10.0

matplotlib-inline

0.1.7

mccabe

0.7.0

mdurl

0.1.0

mistune

2.0.4

mlflow-skinny

3.0.1

mmh3

5.1.0

more-itertools

10.3.0

msal

1.32.3

msal-extensions

1.3.1

mypy-extensions

1.0.0

nbclient

0.8.0

nbconvert

7.16.4

nbformat

5.10.4

nest-asyncio

1.6.0

nodeenv

1.9.1

notebook

7.3.2

notebook_shim

0.2.3

numpy

2.1.3

oauthlib

3.2.2

opentelemetry-api

1.32.1

opentelemetry-sdk

1.32.1

opentelemetry-semantic-conventions

0.53b1

overrides

7.4.0

packaging

24.2

pandas

2.2.3

pandocfilters

1.5.0

parso

0.8.4

pathspec

0.10.3

patsy

1.0.1

pexpect

4.8.0

pillow

11.1.0

pip

25.0.1

platformdirs

3.10.0

plotly

5.24.1

pluggy

1.5.0

prometheus_client

0.21.0

prompt-toolkit

3.0.43

proto-plus

1.26.1

protobuf

5.29.4

psutil

5.9.0

psycopg2

2.9.3

ptyprocess

0.7.0

pure-eval

0.2.2

pyarrow

19.0.1

pyasn1

0.4.8

pyasn1-modules

0.2.8

pyccolo

0.0.71

pycparser

2.21

pydantic

2.10.6

pydantic_core

2.27.2

pyflakes

3.2.0

Pygments

2.15.1

PyGObject

3.48.2

pyiceberg

0.9.0

PyJWT

2.10.1

pyodbc

5.2.0

pyparsing

3.2.0

pyright

1.1.394

pytest

8.3.5

python-dateutil

2.9.0.post0

python-json-logger

3.2.1

python-lsp-jsonrpc

1.1.2

python-lsp-server

1.12.0

pytoolconfig

1.2.6

pytz

2024.1

PyYAML

6.0.2

pyzmq

26.2.0

referencing

0.30.2

requests

2.32.3

rfc3339-validator

0.1.4

rfc3986-validator

0.1.1

rich

13.9.4

rope

1.12.0

rpds-py

0.22.3

rsa

4.9.1

s3transfer

0.11.3

scikit-learn

1.6.1

scipy

1.15.1

seaborn

0.13.2

Send2Trash

1.8.2

setuptools

74.0.0

six

1.16.0

smmap

5.0.0

sniffio

1.3.0

sortedcontainers

2.4.0

soupsieve

2.5

sqlparse

0.5.3

ssh-import-id

5.11

stack-data

0.2.0

starlette

0.46.2

statsmodels

0.14.4

strictyaml

1.7.3

tenacity

9.0.0

terminado

0.17.1

threadpoolctl

3.5.0

tinycss2

1.4.0

tokenize_rt

6.1.0

tomli

2.0.1

tornado

6.4.2

traitlets

5.14.3

typeguard

4.3.0

types-python-dateutil

2.9.0.20241206

typing_extensions

4.12.2

tzdata

2024.1

ujson

5.10.0

unattended-upgrades

0.1

uri-template

1.3.0

urllib3

2.3.0

uvicorn

0.34.2

virtualenv

20.29.3

wadllib

1.3.6

wcwidth

0.2.5

webcolors

24.11.1

webencodings

0.5.1

websocket-client

1.8.0

whatthepatch

1.0.2

wheel

0.45.1

widgetsnbextension

3.6.6

wrapt

1.17.0

yapf

0.40.2

zipp

3.21.0

Installed R libraries​

R libraries are installed from the Posit Package Manager CRAN snapshot on 2025-03-20.

Library

Version

Library

Version

Library

Version

arrow

19.0.1

askpass

1.2.1

assertthat

0.2.1

backports

1.5.0

base

4.4.2

base64enc

0.1-3

bigD

0.3.0

bit

4.6.0

bit64

4.6.0-1

bitops

1.0-9

blob

1.2.4

boot

1.3-30

brew

1.0-10

brio

1.1.5

broom

1.0.7

bslib

0.9.0

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

3.6.5

clipr

0.8.0

clock

0.7.2

cluster

2.1.6

codetools

0.2-20

colorspace

2.1-1

commonmark

1.9.5

compiler

4.4.2

config

0.3.2

conflicted

1.2.0

cpp11

0.5.2

crayon

1.5.3

credentials

2.0.2

curl

6.4.0

data.table

1.17.0

datasets

4.4.2

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

0.6.37

downlit

0.4.4

dplyr

1.1.4

dtplyr

1.3.1

e1071

1.7-16

ellipsis

0.3.2

evaluate

1.0.3

fansi

1.0.6

farver

2.1.2

fastmap

1.2.0

fontawesome

0.5.3

forcats

1.0.0

foreach

1.5.2

foreign

0.8-86

forge

0.2.0

fs

1.6.5

future

1.34.0

future.apply

1.11.3

gargle

1.5.2

generics

0.1.4

gert

2.1.4

ggplot2

3.5.1

gh

1.4.1

git2r

0.35.0

gitcreds

0.1.2

glmnet

4.1-8

globals

0.18.0

glue

1.8.0

googledrive

2.1.1

googlesheets4

1.1.1

gower

1.0.2

graphics

4.4.2

grDevices

4.4.2

grid

4.4.2

gridExtra

2.3

gsubfn

0.7

gt

0.11.1

gtable

0.3.6

hardhat

1.4.1

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

1.1.1

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

1.9.1

juicyjuice

0.1.0

KernSmooth

2.23-22

knitr

1.50

labeling

0.4.3

later

1.4.1

lattice

0.22-5

lava

1.8.1

lifecycle

1.0.4

listenv

0.9.1

lubridate

1.9.4

magrittr

2.0.3

markdown

1.13

MASS

7.3-60.0.1

Matrix

1.6-5

memoise

2.0.1

methods

4.4.2

mgcv

1.9-1

mime

0.13

miniUI

0.1.1.1

mlflow

2.20.4

ModelMetrics

1.2.2.2

modelr

0.1.11

munsell

0.5.1

nlme

3.1-164

nnet

7.3-19

numDeriv

2016.8-1.1

openssl

2.3.3

parallel

4.4.2

parallelly

1.42.0

pillar

1.11.0

pkgbuild

1.4.6

pkgconfig

2.0.3

pkgdown

2.1.1

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

3.8.6

prodlim

2024.06.25

profvis

0.4.0

progress

1.2.3

progressr

0.15.1

promises

1.3.2

proto

1.0.0

proxy

0.4-27

ps

1.9.0

purrr

1.0.4

R6

2.6.1

ragg

1.3.3

randomForest

4.7-1.2

rappdirs

0.3.3

rcmdcheck

1.4.0

RColorBrewer

1.1-3

Rcpp

1.0.14

RcppEigen

0.3.4.0.2

reactable

0.4.4

reactR

0.6.1

readr

2.1.5

readxl

1.4.5

recipes

1.2.0

rematch

2.0.0

rematch2

2.1.2

remotes

2.5.0

reprex

2.1.1

reshape2

1.4.4

rlang

1.1.6

rmarkdown

2.29

RODBC

1.3-26

roxygen2

7.3.2

rpart

4.1.23

rprojroot

2.0.4

Rserve

1.8-15

RSQLite

2.3.9

rstudioapi

0.17.1

rversions

2.1.2

rvest

1.0.4

sass

0.4.9

scales

1.3.0

selectr

0.4-2

sessioninfo

1.2.3

shape

1.4.6.1

shiny

1.10.0

sourcetools

0.1.7-1

sparklyr

1.9.1

SparkR

4.0.0

sparsevctrs

0.3.1

spatial

7.3-17

splines

4.4.2

sqldf

0.4-11

SQUAREM

2021.1

stats

4.4.2

stats4

4.4.2

stringi

1.8.7

stringr

1.5.1

survival

3.5-8

swagger

5.17.14.1

sys

3.4.3

systemfonts

1.2.1

tcltk

4.4.2

testthat

3.2.3

textshaping

1.0.0

tibble

3.3.0

tidyr

1.3.1

tidyselect

1.2.1

tidyverse

2.0.0

timechange

0.3.0

timeDate

4041.110

tinytex

0.56

tools

4.4.2

tzdb

0.5.0

urlchecker

1.0.1

usethis

3.1.0

utf8

1.2.6

utils

4.4.2

uuid

1.2-1

V8

6.0.2

vctrs

0.6.5

viridisLite

0.4.2

vroom

1.6.5

waldo

0.6.1

whisker

0.4.1

withr

3.0.2

xfun

0.51

xml2

1.3.8

xopen

1.0.1

xtable

1.8-4

yaml

2.3.10

zeallot

0.1.0

zip

2.3.2

Installed Java and Scala libraries (Scala 2.13 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

2.9.8

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_2.13

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

2.18.2

com.fasterxml.jackson.core

jackson-core

2.18.2

com.fasterxml.jackson.core

jackson-databind

2.18.2

com.fasterxml.jackson.dataformat

jackson-dataformat-cbor

2.18.2

com.fasterxml.jackson.dataformat

jackson-dataformat-yaml

2.15.2

com.fasterxml.jackson.datatype

jackson-datatype-joda

2.18.2

com.fasterxml.jackson.datatype

jackson-datatype-jsr310

2.18.2

com.fasterxml.jackson.module

jackson-module-paranamer

2.18.2

com.fasterxml.jackson.module

jackson-module-scala_2.13

2.18.2

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

1.5.6-10

com.github.virtuald

curvesapi

1.08

com.github.wendykierp

JTransforms

3.1

com.google.api.grpc

proto-google-common-protos

2.5.1

com.google.code.findbugs

jsr305

3.0.0

com.google.code.gson

gson

2.11.0

com.google.crypto.tink

tink

1.16.0

com.google.errorprone

error_prone_annotations

2.36.0

com.google.flatbuffers

flatbuffers-java

24.3.25

com.google.guava

failureaccess

1.0.2

com.google.guava

guava

33.4.0-jre

com.google.guava

listenablefuture

9999.0-empty-to-avoid-conflict-with-guava

com.google.j2objc

j2objc-annotations

3.0.0

com.google.protobuf

protobuf-java

3.25.5

com.google.protobuf

protobuf-java-util

3.25.5

com.helger

profiler

1.1.1

com.ibm.icu

icu4j

75.1

com.jcraft

jsch

0.1.55

com.lihaoyi

fansi_2.13

0.5.0

com.lihaoyi

sourcecode_2.13

0.1.9

com.microsoft.azure

azure-data-lake-store-sdk

2.3.10

com.microsoft.sqlserver

mssql-jdbc

11.2.2.jre8

com.microsoft.sqlserver

mssql-jdbc

12.8.0.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_2.13

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

1.9.0

commons-codec

commons-codec

1.17.2

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

2.18.0

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

2.0.2

io.delta

delta-sharing-client_2.13

1.3.3

io.dropwizard.metrics

metrics-annotation

4.2.30

io.dropwizard.metrics

metrics-core

4.2.30

io.dropwizard.metrics

metrics-graphite

4.2.30

io.dropwizard.metrics

metrics-healthchecks

4.2.30

io.dropwizard.metrics

metrics-jetty9

4.2.30

io.dropwizard.metrics

metrics-jmx

4.2.30

io.dropwizard.metrics

metrics-json

4.2.30

io.dropwizard.metrics

metrics-jvm

4.2.30

io.dropwizard.metrics

metrics-servlets

4.2.30

io.github.java-diff-utils

java-diff-utils

4.15

io.netty

netty-all

4.1.118.Final

io.netty

netty-buffer

4.1.118.Final

io.netty

netty-codec

4.1.118.Final

io.netty

netty-codec-http

4.1.118.Final

io.netty

netty-codec-http2

4.1.118.Final

io.netty

netty-codec-socks

4.1.118.Final

io.netty

netty-common

4.1.118.Final

io.netty

netty-handler

4.1.118.Final

io.netty

netty-handler-proxy

4.1.118.Final

io.netty

netty-resolver

4.1.118.Final

io.netty

netty-tcnative-boringssl-static

2.0.70.Final-db-r0-linux-aarch_64

io.netty

netty-tcnative-boringssl-static

2.0.70.Final-db-r0-linux-x86_64

io.netty

netty-tcnative-boringssl-static

2.0.70.Final-db-r0-osx-aarch_64

io.netty

netty-tcnative-boringssl-static

2.0.70.Final-db-r0-osx-x86_64

io.netty

netty-tcnative-boringssl-static

2.0.70.Final-db-r0-windows-x86_64

io.netty

netty-tcnative-classes

2.0.70.Final

io.netty

netty-transport

4.1.118.Final

io.netty

netty-transport-classes-epoll

4.1.118.Final

io.netty

netty-transport-classes-kqueue

4.1.118.Final

io.netty

netty-transport-native-epoll

4.1.118.Final

io.netty

netty-transport-native-epoll

4.1.118.Final-linux-aarch_64

io.netty

netty-transport-native-epoll

4.1.118.Final-linux-riscv64

io.netty

netty-transport-native-epoll

4.1.118.Final-linux-x86_64

io.netty

netty-transport-native-kqueue

4.1.118.Final-osx-aarch_64

io.netty

netty-transport-native-kqueue

4.1.118.Final-osx-x86_64

io.netty

netty-transport-native-unix-common

4.1.118.Final

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

collector

0.18.0

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.annotation

javax.annotation-api

1.3.2

javax.el

javax.el-api

2.2.4

javax.jdo

jdo-api

3.0.1

javax.media

jai_core

jai_core_dummy

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

2.13.0

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-format

18.2.0

org.apache.arrow

arrow-memory-core

18.2.0

org.apache.arrow

arrow-memory-netty

18.2.0

org.apache.arrow

arrow-memory-netty-buffer-patch

18.2.0

org.apache.arrow

arrow-vector

18.2.0

org.apache.avro

avro

1.12.0

org.apache.avro

avro-ipc

1.12.0

org.apache.avro

avro-mapred

1.12.0

org.apache.commons

commons-collections4

4.4

org.apache.commons

commons-compress

1.27.1

org.apache.commons

commons-crypto

1.1.0

org.apache.commons

commons-lang3

3.17.0

org.apache.commons

commons-math3

3.6.1

org.apache.commons

commons-text

1.13.0

org.apache.curator

curator-client

5.7.1

org.apache.curator

curator-framework

5.7.1

org.apache.curator

curator-recipes

5.7.1

org.apache.datasketches

datasketches-java

6.1.1

org.apache.datasketches

datasketches-memory

3.0.2

org.apache.derby

derby

10.14.2.0

org.apache.hadoop

hadoop-client-runtime

3.4.1

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

2.24.3

org.apache.logging.log4j

log4j-api

2.24.3

org.apache.logging.log4j

log4j-core

2.24.3

org.apache.logging.log4j

log4j-layout-template-json

2.24.3

org.apache.logging.log4j

log4j-slf4j2-impl

2.24.3

org.apache.orc

orc-core

2.1.1-shaded-protobuf

org.apache.orc

orc-format

1.1.0-shaded-protobuf

org.apache.orc

orc-mapreduce

2.1.1-shaded-protobuf

org.apache.orc

orc-shims

2.1.1

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

4.26

org.apache.xmlbeans

xmlbeans

5.3.0

org.apache.yetus

audience-annotations

0.13.0

org.apache.zookeeper

zookeeper

3.9.3

org.apache.zookeeper

zookeeper-jute

3.9.3

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-client

9.4.53.v20231009

org.eclipse.jetty

jetty-continuation

9.4.53.v20231009

org.eclipse.jetty

jetty-http

9.4.53.v20231009

org.eclipse.jetty

jetty-io

9.4.53.v20231009

org.eclipse.jetty

jetty-jndi

9.4.53.v20231009

org.eclipse.jetty

jetty-plus

9.4.53.v20231009

org.eclipse.jetty

jetty-proxy

9.4.53.v20231009

org.eclipse.jetty

jetty-security

9.4.53.v20231009

org.eclipse.jetty

jetty-server

9.4.53.v20231009

org.eclipse.jetty

jetty-servlet

9.4.53.v20231009

org.eclipse.jetty

jetty-servlets

9.4.53.v20231009

org.eclipse.jetty

jetty-util

9.4.53.v20231009

org.eclipse.jetty

jetty-util-ajax

9.4.53.v20231009

org.eclipse.jetty

jetty-webapp

9.4.53.v20231009

org.eclipse.jetty

jetty-xml

9.4.53.v20231009

org.eclipse.jetty.websocket

websocket-api

9.4.53.v20231009

org.eclipse.jetty.websocket

websocket-client

9.4.53.v20231009

org.eclipse.jetty.websocket

websocket-common

9.4.53.v20231009

org.eclipse.jetty.websocket

websocket-server

9.4.53.v20231009

org.eclipse.jetty.websocket

websocket-servlet

9.4.53.v20231009

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

2.41

org.glassfish.jersey.containers

jersey-container-servlet-core

2.41

org.glassfish.jersey.core

jersey-client

2.41

org.glassfish.jersey.core

jersey-common

2.41

org.glassfish.jersey.core

jersey-server

2.41

org.glassfish.jersey.inject

jersey-hk2

2.41

org.hibernate.validator

hibernate-validator

6.2.5.Final

org.ini4j

ini4j

0.5.4

org.javassist

javassist

3.29.2-GA

org.jboss.logging

jboss-logging

3.4.1.Final

org.jdbi

jdbi

2.63.1

org.jetbrains

annotations

17.0.0

org.jline

jline

3.27.1-jdk8

org.joda

joda-convert

1.7

org.jodd

jodd-core

3.5.2

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.lz4

lz4-java

1.8.0-databricks-1

org.mlflow

mlflow-spark_2.13

2.9.1

org.objenesis

objenesis

3.3

org.postgresql

postgresql

42.6.1

org.roaringbitmap

RoaringBitmap

1.2.1

org.rocksdb

rocksdbjni

9.8.4

org.rosuda.REngine

REngine

2.1.0

org.scala-lang

scala-compiler_2.13

2.13.16

org.scala-lang

scala-library_2.13

2.13.16

org.scala-lang

scala-reflect_2.13

2.13.16

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

2.3.0

org.scala-sbt

test-interface

1.0

org.scalacheck

scalacheck_2.13

1.18.0

org.scalactic

scalactic_2.13

3.2.19

org.scalameta

common_2.13

4.13.5

org.scalameta

io_2.13

4.13.5

org.scalameta

mdoc-parser_2.13

2.6.4

org.scalameta

metaconfig-core_2.13

0.15.0

org.scalameta

metaconfig-pprint_2.13

0.15.0

org.scalameta

metaconfig-typesafe-config_2.13

0.15.0

org.scalameta

parsers_2.13

4.13.5

org.scalameta

scalafmt-config_2.13

3.9.6

org.scalameta

scalafmt-core_2.13

3.9.6

org.scalameta

scalafmt-macros_2.13

3.9.6

org.scalameta

scalafmt-sysops_2.13

3.9.6

org.scalameta

scalameta_2.13

4.13.5

org.scalameta

trees_2.13

4.13.5

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

1.10

org.typelevel

algebra_2.13

2.8.0

org.typelevel

cats-kernel_2.13

2.8.0

org.typelevel

paiges-core_2.13

0.4.4

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

1.1.10.3

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

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.

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