Databricks Runtime maintenance updates

This article lists maintenance updates for supported Databricks Runtime versions. To add a maintenance update to an existing cluster, restart the cluster. For the maintenance updates on unsupported Databricks Runtime versions, see Maintenance updates for Databricks Runtime (archived).

Note

Releases are staged. Your Azure Databricks account might not update for a few days after the initial release date.

Databricks Runtime releases

Maintenance updates by release:

• Databricks Runtime 17.0
• Databricks Runtime 16.4
• Databricks Runtime 16.3
• Databricks Runtime 16.2
• Databricks Runtime 16.1
• Databricks Runtime 15.4
• Databricks Runtime 14.3
• Databricks Runtime 13.3 LTS
• Databricks Runtime 12.2 LTS
• Databricks Runtime 11.3 LTS
• Databricks Runtime 10.4 LTS
• Databricks Runtime 9.1 LTS

Databricks Runtime 17.0

See Databricks Runtime 17.0.

• May 28, 2025
  • Updated Python libraries:
    • google-auth from 2.40.0 to 2.40.1
    • mlflow-skinny from 2.22.0 to 3.0.0
    • opentelemetry-api from 1.32.1 to 1.33.0
    • opentelemetry-sdk from 1.32.1 to 1.33.0
    • opentelemetry-semantic-conventions from 0.53b1 to 0.54b0
  • Updated Java libraries:
    • io.delta.delta-sharing-client_2.13 from 1.3.0 to 1.3.3
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • Fix the limitation that the cloud_files_state TVF function cannot be used to read the file-level state of streaming tables across pipelines
  • Fixes Unity Catalog authorization issues for queries on temporary views.
  • Flipped flag in 17.0.1, rolled out SAFE flag for all workspaces for 17.0.0
  • Delta Sharing support for using the Spark Parquet I/O cache for queries that use pre-signed URLs (available starting in version 17.0.1).
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • Teradata connector will now pass a TMODE=ANSI to the driver by default. This means that all string comparisons done via Lakehouse Federation will be case sensitive.
  • [SPARK-51921][SS][PYTHON] Use long type for TTL duration in millisecond in transformWithState
  • [SPARK-52259][ML][CONNECT] Fix Param class binary compatibility
  • [SPARK-52195][PYTHON][SS] Fix initial state column dropping issue for Python TWS
  • [SPARK-52057] [ML] [CONNECT] Collect Tree size limit warning messages to client
  • [SPARK-52051] [ML] [CONNECT] Enable model summary when memory control is enabled
  • [SPARK-51606][CONNECT] Add SPARK_IDENT_STRING when stopping Spark Connect server
  • [15.4-16.4][spark-52521]](https://issues.apache.org/jira/browse/SPARK-52521)[SQL] Right#replacement should not access SQLConf dynamically
  • [SPARK-52232][SQL] Fix non-deterministic queries to produce different results at every step
  • [SPARK-52013] [CONNECT] [ML] Remove SparkConnectClient.ml_caches
  • [SPARK-52353][SQL] Fix bug with wrong constraints in LogicalRDDs referencing previous iterations in UnionLoop
  • [SPARK-52130] [ML] [CONNECT] Refine error message, and hide internal spark config
  • [SPARK-52470][ML][CONNECT] Support model summary offloading
  • [SPARK-51935][SQL] Fix lazy behavior of iterators in interpreted df.collect()
  • [SPARK-52482][SQL][CORE] ZStandard support for file data source reader
  • [SPARK-52159][SQL] Properly handle table existence check for jdbc dialects
  • [SPARK-52010] Do not generate API docs for internal classes
  • [SPARK-52049] Fix the bug that XML attributes can't be parsed as Variant
  • [SPARK-52312][SQL] Ignore V2WriteCommand when caching DataFrame
  • [SPARK-52229][ML][CONNECT] Improve model size estimation
  • [SPARK-50815][PYTHON] Fix Variant Local Data to Arrow Conversion
  • [SPARK-52040][PYTHON][SQL][CONNECT] ResolveLateralColumnAliasReference should retain the plan id
  • [SPARK-51981][SS] Add JobTags to queryStartedEvent
  • [FIX REVERT][spark-52100]](https://issues.apache.org/jira/browse/SPARK-52100)[SQL] Enable overriding the recursion level limit in syntax
  • [SPARK-52101][SQL] Disable Inline Forcing for rCTEs
  • [SPARK-52099][SQL] Enable overriding the recursion row limit by adding a LIMIT operator
  • Operating system security updates.

Databricks Runtime 16.4

See Databricks Runtime 16.4 LTS.

• July 1, 2025
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • [15.4-16.4][spark-52521]](https://issues.apache.org/jira/browse/SPARK-52521)[SQL] Right#replacement should not access SQLConf dynamically
  • [SPARK-52482][SQL][CORE] ZStandard support for file data source reader
  • [SPARK-52312][SQL] Ignore V2WriteCommand when caching DataFrame
  • Operating system security updates.

• June 17, 2025
  • Fixed the limitation that the cloud_files_state table-valued function (TVF) can't be used to read the file-level state of streaming tables across pipelines.
  • Fixed Unity Catalog authorization issues for queries on temporary views.
  • [SPARK-52040][PYTHON][SQL][CONNECT] ResolveLateralColumnAliasReference should retain the plan id
  • Operating system security updates.

• June 3, 2025
  • [SPARK-52195][PYTHON][SS] Fix initial state column dropping issue for Python TWS
  • [SPARK-52159][SQL] Properly handle table existence check for jdbc dialects
  • Miscellaneous bug fixes.

• May 7, 2025
  • Updated Java libraries:
    • io.delta.delta-sharing-client_2.13 from 1.2.3 to 1.2.7
    • org.apache.avro.avro from 1.11.3 to 1.11.4
    • org.apache.avro.avro-ipc from 1.11.3 to 1.11.4
    • org.apache.avro.avro-mapred from 1.11.3 to 1.11.4
  • Streaming cloned session will be used inside the foreachBatch user function in Shared Clusters/Serverless. This aligns with the behavior in classic (Assigned Clusters).
  • Streaming cloned session will be used inside the foreachBatch user function in Shared Clusters/Serverless. This aligns with the behavior in classic (Assigned Clusters).
  • Prior to this change, leading whitespaces and tabs in paths in the variant_get expression were being ignored with Photon disabled. For example, select variant_get(parse_json('{"key": "value"}'), '$['key']') would not be effective in extracting the value of "key". However, users will be able to extract such keys now.
  • [SPARK-51935][SQL] Fix lazy behavior of iterators in interpreted df.collect()
  • [SPARK-51921][SS][PYTHON] Use long type for TTL duration in millisecond in transformWithState
  • [SPARK-51940][SS] Add interface for managing streaming checkpoint metadata
  • [SPARK-52049] Fix the bug that XML attributes can't be parsed as Variant
  • [SPARK-51904][SS] Removing async metadata purging for StateSchemaV3 and ignoring non-batch files when listing OperatorMetadata files
  • [SPARK-51869][SS] Create classification for user errors within UDFs for Scala TransformWithState
  • [SPARK-51889][PYTHON][SS] Fix a bug for MapState clear() in Python TWS
  • [SPARK-51922] [SS] Fix UTFDataFormatException thrown from StateStoreChangelogReaderFactory for v1
  • [SPARK-51848][SQL] Fix parsing XML records with defined schema of array/structs/map of Variant
  • Operating system security updates.

Databricks Runtime 16.3

See Databricks Runtime 16.3.

• July 1, 2025
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • [SPARK-52482][SQL][CORE] ZStandard support for file data source reader
  • [SPARK-52312][SQL] Ignore V2WriteCommand when caching DataFrame
  • [15.4-16.4][spark-52521]](https://issues.apache.org/jira/browse/SPARK-52521)[SQL] Right#replacement should not access SQLConf dynamically
  • Operating system security updates.

• June 17, 2025
  • Fixed the limitation that the cloud_files_state table-valued function (TVF) can't be used to read the file-level state of streaming tables across pipelines.
  • [SPARK-52040][PYTHON][SQL][CONNECT] ResolveLateralColumnAliasReference should retain the plan id
  • Operating system security updates.

• June 3, 2025
  • Updated Python libraries:
    • cryptography from 41.0.7, 41.0.7, 42.0.5 to 42.0.5
    • packaging from 24.0, 24.1 to 24.1
    • platformdirs from 3.10.0, 4.2.2 to 3.10.0
    • pyparsing from 3.0.9, 3.1.1 to 3.0.9
    • Added autocommand 2.2.2
    • Added backports.tarfile 1.2.0
    • Added importlib_resources 6.4.0
    • Added inflect 7.3.1
    • Added jaraco.context 5.3.0
    • Added jaraco.functools 4.0.1
    • Added jaraco.text 3.12.1
    • Added more-itertools 10.3.0
    • Added pip 24.2
    • Added setuptools 74.0.0
    • Added tomli 2.0.1
    • Added typeguard 4.3.0
    • Added wcwidth 0.2.5
    • Added wheel 0.43.0
    • Removed distro 1.9.0
    • Removed distro-info 1.7+build1
    • Removed python-apt 2.7.7+ubuntu4
  • [SPARK-52195][PYTHON][SS] Fix initial state column dropping issue for Python TWS
  • [SPARK-52159][SQL] Properly handle table existence check for jdbc dialects
  • Operating system security updates.

• May 20, 2025
  • Updated Java libraries:
    • io.delta.delta-sharing-client_2.12 from 1.2.6 to 1.2.7
    • org.apache.avro.avro from 1.11.3 to 1.11.4
    • org.apache.avro.avro-ipc from 1.11.3 to 1.11.4
    • org.apache.avro.avro-mapred from 1.11.3 to 1.11.4
  • Streaming cloned session will be used inside the foreachBatch user function in Shared Clusters/Serverless. This aligns with the behavior in classic (Assigned Clusters).
  • Streaming cloned session will be used inside the foreachBatch user function in Shared Clusters/Serverless. This aligns with the behavior in classic (Assigned Clusters).
  • Prior to this change, leading whitespaces and tabs in paths in the variant_get expression were being ignored with Photon disabled. For example, select variant_get(parse_json('{"key": "value"}'), '$['key']') would not be effective in extracting the value of "key". However, users will be able to extract such keys now.
  • [SPARK-51921][SS][PYTHON] Use long type for TTL duration in millisecond in transformWithState
  • [SPARK-51935][SQL] Fix lazy behavior of iterators in interpreted df.collect()
  • Operating system security updates.

• April 22, 2025
  • Delta schema tracking will surface schema evolution errors with DELTA_STREAMING_CANNOT_CONTINUE_PROCESSING_POST_SCHEMA_EVOLUTION instead of DELTA_STREAMING_CANNOT_CONTINUE_PROCESSING_TYPE_WIDENING to be consistent with other non-additive schema change exceptions.
  • [SPARK-51589][SQL] Fix small bug failing to check for aggregate functions in |> SELECT
  • [SPARK-51645][SQL] Fix CREATE OR REPLACE TABLE ... DEFAULT COLLATION ... query
  • Revert "[SPARK-47895][SQL] group by alias should be idempotent" in 15.4, 16.0, 16.1, 16.2 and 16.3
  • [SPARK-51717][SS][RocksDB] Fix SST mismatch corruption that can happen for second snapshot created for a new query

• March 26, 2025
  • [SPARK-51624][SQL] Propagate GetStructField metadata in CreateNamedStruct.dataType
  • [SPARK-51505][SQL] Log empty partition number metrics in AQE coalesce
  • [SPARK-47895][SQL] group by alias should be idempotent
  • Operating system security updates.

Databricks Runtime 16.2

See Databricks Runtime 16.2.

• July 1, 2025
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • [15.4-16.4][spark-52521]](https://issues.apache.org/jira/browse/SPARK-52521)[SQL] Right#replacement should not access SQLConf dynamically
  • [SPARK-52312][SQL] Ignore V2WriteCommand when caching DataFrame
  • [SPARK-52482][SQL][CORE] ZStandard support for file data source reader
  • Operating system security updates.

• June 17, 2025
  • Fixed the limitation that the cloud_files_state table-valued function (TVF) can't be used to read the file-level state of streaming tables across pipelines.
  • [SPARK-52040][PYTHON][SQL][CONNECT] ResolveLateralColumnAliasReference should retain the plan id
  • Operating system security updates.

• June 3, 2025
  • Updated Python libraries:
    • cryptography from 41.0.7, 41.0.7, 42.0.5 to 42.0.5
    • packaging from 24.0, 24.1 to 24.1
    • platformdirs from 3.10.0, 4.2.2 to 3.10.0
    • pyparsing from 3.0.9, 3.1.1 to 3.0.9
    • Added autocommand 2.2.2
    • Added backports.tarfile 1.2.0
    • Added importlib_resources 6.4.0
    • Added inflect 7.3.1
    • Added jaraco.context 5.3.0
    • Added jaraco.functools 4.0.1
    • Added jaraco.text 3.12.1
    • Added more-itertools 10.3.0
    • Added pip 24.2
    • Added setuptools 74.0.0
    • Added tomli 2.0.1
    • Added typeguard 4.3.0
    • Added wcwidth 0.2.5
    • Added wheel 0.43.0
    • Removed distro 1.9.0
    • Removed distro-info 1.7+build1
    • Removed python-apt 2.7.7+ubuntu4
  • [SPARK-52159][SQL] Properly handle table existence check for jdbc dialects
  • [SPARK-52195][PYTHON][SS] Fix initial state column dropping issue for Python TWS
  • Operating system security updates.

• May 20, 2025
  • Updated Java libraries:
    • io.delta.delta-sharing-client_2.12 from 1.2.6 to 1.2.7
    • org.apache.avro.avro from 1.11.3 to 1.11.4
    • org.apache.avro.avro-ipc from 1.11.3 to 1.11.4
    • org.apache.avro.avro-mapred from 1.11.3 to 1.11.4
  • Streaming cloned session will be used inside the foreachBatch user function in Shared Clusters/Serverless. This aligns with the behavior in classic (Assigned Clusters).
  • Streaming cloned session will be used inside the foreachBatch user function in Shared Clusters/Serverless. This aligns with the behavior in classic (Assigned Clusters).
  • Prior to this change, leading whitespaces and tabs in paths in the variant_get expression were being ignored with Photon disabled. For example, select variant_get(parse_json('{"key": "value"}'), '$[' key']') would not be effective in extracting the value of "key". However, users will be able to extract such keys now.
  • [SPARK-51935][SQL] Fix lazy behavior of iterators in interpreted df.collect()
  • [SPARK-51921][SS][PYTHON] Use long type for TTL duration in millisecond in transformWithState
  • Operating system security updates.

• April 22, 2025
  • [SPARK-51717][SS][RocksDB] Fix SST mismatch corruption that can happen for second snapshot created for a new query
  • Revert "[SPARK-47895][SQL] group by alias should be idempotent" in 15.4, 16.0, 16.1, 16.2 and 16.3
  • Operating system security updates.

• April 9, 2025
  • Updated Java libraries:
    • Removed io.starburst.openjson.openjson 1.8-e.12
    • Removed io.starburst.openx.data.json-serde 1.3.9-e.12
    • Removed io.starburst.openx.data.json-serde-generic-shim 1.3.9-e.12
  • [SPARK-47895][SQL] group by alias should be idempotent
  • [SPARK-51505][SQL] Log empty partition number metrics in AQE coalesce
  • [SPARK-51624][SQL] Propagate GetStructField metadata in CreateNamedStruct.dataType
  • [SPARK-51589][SQL] Fix small bug failing to check for aggregate functions in |> SELECT
  • Operating system security updates.

• March 11, 2025
  • Databricks Runtime 14.3 and above include a fix for an issue that caused binary incompatibilities with code that instantiated a SparkListenerApplicationEnd class and was compiled against Apache Spark. This incompatibility resulted from merging SPARK-46399 into Apache Spark. This merge included a change that added a default argument to the SparkListenerApplicationEnd constructor. To restore binary compatibility, this fix adds a single argument constructor to the SparkListenerApplicationEnd class.
  • Revert "[SPARK-48273][SQL] Fix late rewrite of PlanWithUnresolvedIdentifier"
  • [SPARK-50985][SS] Classify Kafka Timestamp Offsets mismatch error instead of assert and throw error for missing server in KafkaTokenProvider
  • [SPARK-51065][SQL] Disallowing non-nullable schema when Avro encoding is used for TransformWithState
  • [SPARK-51237][SS] Add API details for new transformWithState helper APIs as needed
  • [SPARK-51222][SQL] Optimize ReplaceCurrentLike
  • [SPARK-51351][SS] Do not materialize the output in Python worker for TWS
  • [SPARK-51084][SQL] Assign appropriate error class for negativeScaleNotAllowedError
  • [SPARK-51249][SS] Fixing the NoPrefixKeyStateEncoder and Avro encoding to use the correct number of version bytes
  • Operating system security updates.

• February 5, 2025
  • This release includes a fix for an issue affecting the conversion of certain datatypes when serializing rescued XML data columns. The affected datatypes are dates, non-NTZ timestamps, and decimals when prefersDecimal is enabled. To learn more about the rescued data column, see What is the rescued data column?.
  • [SPARK-50770][SS] Removing package scope for transformWithState operator APIs
  • Operating system security updates.

Databricks Runtime 16.1

See Databricks Runtime 16.1 (EoS).

• July 1, 2025

  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • [SPARK-52482][SQL][CORE] ZStandard support for file data source reader
  • [15.4-16.4][spark-52521]](https://issues.apache.org/jira/browse/SPARK-52521)[SQL] Right#replacement should not access SQLConf dynamically
  • [SPARK-52312][SQL] Ignore V2WriteCommand when caching DataFrame
  • Operating system security updates.

• June 17, 2025

  • Fixed the limitation that the cloud_files_state table-valued function (TVF) can't be used to read the file-level state of streaming tables across pipelines.
  • [SPARK-52040][PYTHON][SQL][CONNECT] ResolveLateralColumnAliasReference should retain the plan id
  • Operating system security updates.

• June 3, 2025
  • Updated Python libraries:
    • cryptography from 41.0.7, 41.0.7, 42.0.5 to 42.0.5
    • packaging from 24.0, 24.1 to 24.1
    • platformdirs from 3.10.0, 4.2.2 to 3.10.0
    • pyparsing from 3.0.9, 3.1.1 to 3.0.9
    • Added autocommand 2.2.2
    • Added backports.tarfile 1.2.0
    • Added importlib_resources 6.4.0
    • Added inflect 7.3.1
    • Added jaraco.context 5.3.0
    • Added jaraco.functools 4.0.1
    • Added jaraco.text 3.12.1
    • Added more-itertools 10.3.0
    • Added pip 24.2
    • Added setuptools 74.0.0
    • Added tomli 2.0.1
    • Added typeguard 4.3.0
    • Added wcwidth 0.2.5
    • Added wheel 0.43.0
    • Removed distro 1.9.0
    • Removed distro-info 1.7+build1
    • Removed python-apt 2.7.7+ubuntu4
  • Updated Java libraries:
    • com.github.fommil.netlib.native_ref-java from 1.1, 1.1-natives to 1.1, 1.1
    • com.github.fommil.netlib.native_system-java from 1.1, 1.1-natives to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_ref-linux-x86_64 from 1.1-natives to 1.1
    • com.github.fommil.netlib.netlib-native_system-linux-x86_64 from 1.1-natives to 1.1
    • io.netty.netty-tcnative-boringssl-static from 2.0.61.Final-db-r16, 2.0.61.Final-db-r16-linux-aarch_64, 2.0.61.Final-db-r16-linux-x86_64, 2.0.61.Final-db-r16-osx-aarch_64, 2.0.61.Final-db-r16-osx-x86_64, 2.0.61.Final-db-r16-windows-x86_64 to 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16
    • io.netty.netty-transport-native-epoll from 4.1.108.Final, 4.1.108.Final-linux-aarch_64, 4.1.108.Final-linux-riscv64, 4.1.108.Final-linux-x86_64 to 4.1.108.Final, 4.1.108.Final, 4.1.108.Final, 4.1.108.Final
    • io.netty.netty-transport-native-kqueue from 4.1.108.Final-osx-aarch_64, 4.1.108.Final-osx-x86_64 to 4.1.108.Final, 4.1.108.Final
    • org.apache.orc.orc-core from 1.9.2-shaded-protobuf to 1.9.2
    • org.apache.orc.orc-mapreduce from 1.9.2-shaded-protobuf to 1.9.2
    • software.amazon.cryptools.AmazonCorrettoCryptoProvider from 2.4.1-linux-x86_64 to 2.4.1
  • [SPARK-52159][SQL] Properly handle table existence check for jdbc dialects
  • Operating system security updates.

• May 20, 2025
  • Updated Java libraries:
    • io.delta.delta-sharing-client_2.12 from 1.2.5 to 1.2.7
    • org.apache.avro.avro from 1.11.3 to 1.11.4
    • org.apache.avro.avro-ipc from 1.11.3 to 1.11.4
    • org.apache.avro.avro-mapred from 1.11.3 to 1.11.4
  • Streaming cloned session will be used inside the foreachBatch user function in Shared Clusters/Serverless. This aligns with the behavior in classic (Assigned Clusters).
  • Prior to this change, leading whitespaces and tabs in paths in the variant_get expression were being ignored with Photon disabled. For example, select variant_get(parse_json('{"key": "value"}'), '$['key']') would not be effective in extracting the value of "key". However, users will be able to extract such keys now.
  • [SPARK-51935][SQL] Fix lazy behavior of iterators in interpreted df.collect()
  • Operating system security updates.

• April 22, 2025
  • Revert "[SPARK-47895][SQL] group by alias should be idempotent" in 15.4, 16.0, 16.1, 16.2 and 16.3
  • [SPARK-50682][SQL] Inner Alias should be canonicalized
  • [SPARK-51717][SS][RocksDB] Fix SST mismatch corruption that can happen for second snapshot created for a new query
  • Operating system security updates.

• April 9, 2025
  • Updated Java libraries:
    • Removed io.starburst.openjson.openjson 1.8-e.12
    • Removed io.starburst.openx.data.json-serde 1.3.9-e.12
    • Removed io.starburst.openx.data.json-serde-generic-shim 1.3.9-e.12
  • [SPARK-51505][SQL] Log empty partition number metrics in AQE coalesce
  • [SPARK-51624][SQL] Propagate GetStructField metadata in CreateNamedStruct.dataType
  • [SPARK-47895][SQL] group by alias should be idempotent
  • Operating system security updates.

• March 11, 2025
  • Databricks Runtime 14.3 and above include a fix for an issue that caused binary incompatibilities with code that instantiated a SparkListenerApplicationEnd class and was compiled against Apache Spark. This incompatibility resulted from merging SPARK-46399 into Apache Spark. This merge included a change that added a default argument to the SparkListenerApplicationEnd constructor. To restore binary compatibility, this fix adds a single argument constructor to the SparkListenerApplicationEnd class.
  • [SPARK-51084][SQL] Assign appropriate error class for negativeScaleNotAllowedError
  • Revert [SPARK-48273][SQL] Fix late rewrite of PlanWithUnresolvedIdentifier
  • [SPARK-51222][SQL] Optimize ReplaceCurrentLike
  • [SPARK-50985][SS] Classify Kafka Timestamp Offsets mismatch error instead of assert and throw error for missing server in KafkaTokenProvider
  • [SPARK-50791][SQL] Fix NPE in State Store error handling
  • Operating system security updates.

• February 11, 2025
  • This release includes a fix for an issue affecting the conversion of certain datatypes when serializing rescued XML data columns. The affected datatypes are dates, non-NTZ timestamps, and decimals when prefersDecimal is enabled. To learn more about the rescued data column, see What is the rescued data column?.
  • [SPARK-50492][SS] Fix java.util.NoSuchElementException when event time column is dropped after dropDuplicatesWithinWatermark
  • Operating system security updates.

• November 27, 2024
  • This release includes a fix for an issue that might cause the primary key on a Delta table to be dropped under certain edge cases related to background auto-compaction.
  • This release includes a fix for an issue affecting the conversion of certain datatypes when serializing rescued XML data columns. The affected datatypes are dates, non-NTZ timestamps, and decimals when prefersDecimal is enabled. To learn more about the rescued data column, see What is the rescued data column?.
  • With this release, the cache size used by an SSD in a Databricks compute node dynamically expands to the SSD's initial size and shrinks when necessary, down to the spark.databricks.io.cache.maxDiskUsage limit. See Optimize performance with caching on Azure Databricks.
  • [SPARK-50338][CORE] Make LazyTry exceptions less verbose
  • Operating system security updates.

Databricks Runtime 15.4

See Databricks Runtime 15.4 LTS.

• July 1, 2025
  • Updated Java libraries:
    • org.mlflow.mlflow-spark_2.12 from 2.9.1 to 2.11.3
    • Removed com.fasterxml.jackson.dataformat.jackson-dataformat-yaml 2.15.2
    • Removed org.slf4j.slf4j-simple 1.7.25
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • [15.4-16.4][spark-52521]](https://issues.apache.org/jira/browse/SPARK-52521)[SQL] Right#replacement should not access SQLConf dynamically
  • [SPARK-52482][SQL][CORE] ZStandard support for file data source reader
  • [SPARK-52312][SQL] Ignore V2WriteCommand when caching DataFrame
  • Operating system security updates.

• June 17, 2025
  • Fixed the limitation that the cloud_files_state table-valued function (TVF) can't be used to read the file-level state of streaming tables across pipelines.
  • [SPARK-49646][SQL] fix subquery decorrelation for union/set operations when parentOuterReferences has references not covered in collectedChildOuterReferences
  • [SPARK-52040][PYTHON][SQL][CONNECT] ResolveLateralColumnAliasReference should retain the plan id

• June 3, 2025
  • Updated Python libraries:
    • cryptography from 3.4.8, 41.0.3 to 41.0.3
    • filelock from 3.13.4, 3.15.4 to 3.13.4
    • importlib-metadata from 4.6.4, 6.0.0 to 6.0.0
    • platformdirs from 3.10.0, 3.11.0 to 3.10.0
    • pyparsing from 2.4.7, 3.0.9 to 3.0.9
    • zipp from 1.0.0, 3.11.0 to 3.11.0
    • Added pip 23.2.1
    • Added setuptools 68.0.0
    • Added wcwidth 0.2.5
    • Added wheel 0.38.4
    • Removed distro 1.7.0
    • Removed distro-info 1.1+ubuntu0.2
    • Removed python-apt 2.4.0+ubuntu4
  • Updated Java libraries:
    • com.github.fommil.netlib.native_ref-java from 1.1, 1.1-natives to 1.1, 1.1
    • com.github.fommil.netlib.native_system-java from 1.1, 1.1-natives to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_ref-linux-x86_64 from 1.1-natives to 1.1
    • com.github.fommil.netlib.netlib-native_system-linux-x86_64 from 1.1-natives to 1.1
    • io.netty.netty-tcnative-boringssl-static from 2.0.61.Final-db-r16-linux-aarch_64, 2.0.61.Final-db-r16-linux-x86_64, 2.0.61.Final-db-r16-osx-aarch_64, 2.0.61.Final-db-r16-osx-x86_64, 2.0.61.Final-db-r16-windows-x86_64 to 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16
    • io.netty.netty-transport-native-epoll from 4.1.96.Final, 4.1.96.Final-linux-aarch_64, 4.1.96.Final-linux-x86_64 to 4.1.96.Final, 4.1.96.Final, 4.1.96.Final
    • io.netty.netty-transport-native-kqueue from 4.1.96.Final-osx-aarch_64, 4.1.96.Final-osx-x86_64 to 4.1.96.Final, 4.1.96.Final
    • org.apache.orc.orc-core from 1.9.2-shaded-protobuf to 1.9.2
    • org.apache.orc.orc-mapreduce from 1.9.2-shaded-protobuf to 1.9.2
    • software.amazon.cryptools.AmazonCorrettoCryptoProvider from 1.6.2-linux-x86_64 to 1.6.2
  • [SPARK-52159][SQL] Properly handle table existence check for jdbc dialects
  • Operating system security updates.

• May 20, 2025
  • Updated Java libraries:
    • io.delta.delta-sharing-client_2.12 from 1.1.5 to 1.1.6
  • Streaming cloned session will be used inside the foreachBatch user function in Shared Clusters/Serverless. This aligns with the behavior in classic (Assigned Clusters).
  • Prior to this change, leading whitespaces and tabs in paths in the variant_get expression were being ignored with Photon disabled. For example, select variant_get(parse_json('{"key": "value"}'), '$['key']') would not be effective in extracting the value of "key". However, users will be able to extract such keys now.
  • [SPARK-51935][SQL] Fix lazy behavior of iterators in interpreted df.collect()
  • Operating system security updates.

• April 22, 2025
  • Updated Java libraries:
    • org.apache.avro.avro from 1.11.3 to 1.11.4
    • org.apache.avro.avro-ipc from 1.11.3 to 1.11.4
    • org.apache.avro.avro-mapred from 1.11.3 to 1.11.4
  • Revert "[SPARK-47895][SQL] group by alias should be idempotent" in 15.4, 16.0, 16.1, 16.2 and 16.3
  • [SPARK-50682][SQL] Inner Alias should be canonicalized
  • Operating system security updates.

• April 9, 2025
  • (Behavioral change) To apply critical security patches, the default Python version is updated to Python 3.11.11 from Python 3.11.0rc1. This update might impact some workloads running on Databricks Runtime 15.4 LTS, such as workloads that use Python serialization to store and restore state between executions or workloads that pin to the 3.11.0 Python version.
  • Updated Java libraries:
    • Removed io.starburst.openjson.openjson 1.8-e.12
    • Removed io.starburst.openx.data.json-serde 1.3.9-e.12
    • Removed io.starburst.openx.data.json-serde-generic-shim 1.3.9-e.12
  • [SPARK-47895][SQL] group by alias should be idempotent
  • [SPARK-51624][SQL] Propagate GetStructField metadata in CreateNamedStruct.dataType
  • Operating system security updates.

• March 31, 2025
  • For compute not enabled for Photon, databricks-feature-engineering is upgraded to 0.8.0. For Photon-enabled compute, databricks-feature-engineering remains at 0.6.0.
• March 11, 2025
  • Databricks Runtime 14.3 and above include a fix for an issue that caused binary incompatibilities with code that instantiated a SparkListenerApplicationEnd class and was compiled against Apache Spark. This incompatibility resulted from merging SPARK-46399 into Apache Spark. This merge included a change that added a default argument to the SparkListenerApplicationEnd constructor. To restore binary compatibility, this fix adds a single argument constructor to the SparkListenerApplicationEnd class.
  • [SPARK-50985][SS] Classify Kafka Timestamp Offsets mismatch error instead of assert and throw error for missing server in KafkaTokenProvider
  • [SPARK-50791][SQL] Fix NPE in State Store error handling
  • [SPARK-50310][PYTHON] Improve Column performance when DQC is disabled
  • [SPARK-51222][SQL] Optimize ReplaceCurrentLike
  • [SPARK-49525][SS][CONNECT] Minor log improvement to Server Side Streaming Query ListenerBus Listener
  • [SPARK-51084][SQL] Assign appropriate error class for negativeScaleNotAllowedError
  • Operating system security updates.

• February 11, 2025
  • This release includes a fix for an issue affecting the conversion of certain datatypes when serializing rescued XML data columns. The affected datatypes are dates, non-NTZ timestamps, and decimals when prefersDecimal is enabled. To learn more about the rescued data column, see What is the rescued data column?.
  • [SPARK-50492][SS] Fix java.util.NoSuchElementException when event time column is dropped after dropDuplicatesWithinWatermark
  • Operating system security updates.
  • For compute not enabled for Photon, mlflow-skinny is upgraded to 2.19.0. For Photon-enabled compute, mlflow-skinny remains at 2.13.1.

• December 10, 2024
  • The USE CATALOG statement now supports the IDENTIFIER clause. With this support, you can parameterize the current catalog based on a string variable or parameter marker.
  • This release includes a fix for an issue that might cause the primary key on a Delta table to be dropped under certain edge cases related to background auto-compaction.
  • With this release, the cache size used by an SSD in a Databricks compute node dynamically expands to the SSD's initial size and shrinks when necessary, down to the spark.databricks.io.cache.maxDiskUsage limit. See Optimize performance with caching on Azure Databricks.
  • The pyodbc package is updated from version 4.0.38 to version 4.0.39. This change is required because a bug was found in version 4.0.38 and that version has been removed from PyPI.
  • [SPARK-50329][SQL] fix InSet$toString
  • [SPARK-47435][SQL] Fix overflow issue of MySQL UNSIGNED TINYINT
  • [SPARK-49757][SQL] Support IDENTIFIER expression in SET CATALOG statement
  • [SPARK-50426][PYTHON] Avoid static Python data source lookup when using builtin or Java data sources
  • [SPARK-48863][SQL] Fix ClassCastException when parsing JSON with “spark.sql.json.enablePartialResults” enabled
  • [SPARK-50310][PYTHON] Add a flag to disable DataFrameQueryContext for PySpark
  • [15.3-15.4] [SPARK-50034][CORE] Fix Misreporting of Fatal Errors as Uncaught Exceptions in SparkUncaughtExceptionHandler
  • Operating system security updates.
• November 26, 2024
  • With this release, you can now query the vector_search function using query_text for text input or query_vector for embedding input.
  • You can now set a timeout for Spark Connect queries using the Spark configuration property spark.databricks.execution.timeout. For notebooks running on serverless compute, the default value is 9000 (seconds). Jobs running on serverless compute and compute with standard access mode do not have a timeout unless this configuration property is set. An execution that lasts longer than the specified timeout results in a QUERY_EXECUTION_TIMEOUT_EXCEEDED error.
  • [SPARK-50322][SQL] Fix parameterized identifier in a sub-query
  • [SPARK-49615] [ML] Make all ML feature transformers dataset schema validation conforming “spark.sql.caseSensitive” config.
  • [SPARK-50124][SQL] LIMIT/OFFSET should preserve data ordering
  • Operating system security updates.
• November 5, 2024
  • (Breaking change) In Databricks Runtime 15.4 and above, regular expression handling in Photon is updated to match the behavior of Apache Spark regular expression handling. Previously, regular expression functions run by Photon, such as split() and regexp_extract(), accepted some regular expressions rejected by the Spark parser. To maintain consistency with Apache Spark, Photon queries will now fail for regular expressions that Spark considers not valid. Because of this change, you might see errors if your Spark code includes invalid regular expressions. For example, the expression split(str_col, '{'), which contains an unmatched brace and was previously accepted by Photon, now fails. To fix this expression, you can escape the brace character: split(str_col, '\\{'). Photon and Spark behavior also differed for some regular expression matching of non-ASCII characters. This is also updated so Photon matches the Apache Spark behavior.
  • [SPARK-49782][SQL] ResolveDataFrameDropColumns rule resolves UnresolvedAttribute with child output
  • [SPARK-49867][SQL] Improve the error message when index is out of bounds when calling GetColumnByOrdinal
  • [SPARK-49863][SQL] Fix NormalizeFloatingNumbers to preserve nullability of nested structs
  • [SPARK-49829] Revise the optimization on adding input to state store in stream-stream join (correctness fix)
  • [SPARK-49905] Use dedicated ShuffleOrigin for stateful operator to prevent the shuffle to be modified from AQE
  • [SPARK-46632][SQL] Fix subexpression elimination when equivalent ternary expressions have different children
  • [SPARK-49443][SQL][PYTHON] Implement to_variant_object expression and make schema_of_variant expressions print OBJECT for Variant Objects
  • [SPARK-49615] Bugfix: Make ML column schema validation conforms with spark config spark.sql.caseSensitive.
• October 22, 2024
  • [SPARK-49782][SQL] ResolveDataFrameDropColumns rule resolves UnresolvedAttribute with child output
  • [SPARK-49867][SQL] Improve the error message when index is out of bounds when calling GetColumnByOrdinal
  • [SPARK-49863][SQL] Fix NormalizeFloatingNumbers to preserve nullability of nested structs
  • [SPARK-49829] Revise the optimization on adding input to state store in stream-stream join (correctness fix)
  • [SPARK-49905] Use dedicated ShuffleOrigin for stateful operator to prevent the shuffle to be modified from AQE
  • [SPARK-46632][SQL] Fix subexpression elimination when equivalent ternary expressions have different children
  • [SPARK-49443][SQL][PYTHON] Implement to_variant_object expression and make schema_of_variant expressions print OBJECT for Variant Objects
  • [SPARK-49615] Bugfix: Make ML column schema validation conforms with spark config spark.sql.caseSensitive.
• October 10, 2024
  • [SPARK-49743][SQL] OptimizeCsvJsonExpr should not change schema fields when pruning GetArrayStructFields
  • [SPARK-49688][CONNECT] Fix a data race between interrupt and execute plan
  • [BACKPORT] [SPARK-49474][SS] Classify Error class for FlatMapGroupsWithState user function error
  • [SPARK-49460][SQL] Followup: fix potential NPE risk
• September 25, 2024
  • [SPARK-49628][SQL] ConstantFolding should copy stateful expression before evaluating
  • [SPARK-49000][SQL] Fix “select count(distinct 1) from t” where t is empty table by expanding RewriteDistinctAggregates
  • [SPARK-49492][CONNECT] Reattach attempted on inactive ExecutionHolder
  • [SPARK-49458][CONNECT][PYTHON] Supply server-side session id via ReattachExecute
  • [SPARK-49017][SQL] Insert statement fails when multiple parameters are being used
  • [SPARK-49451] Allow duplicate keys in parse_json.
  • Miscellaneous bug fixes.
• September 17, 2024
  • [SPARK-48463][ML] Make Binarizer, Bucketizer, Vector Assembler, FeatureHasher, QuantizeDiscretizer, OnehotEncoder, StopWordsRemover, Imputer, Interactor supporting nested input columns
  • [SPARK-49409][CONNECT] Adjust the default value of CONNECT_SESSION_PLAN_CACHE_SIZE
  • [SPARK-49526][CONNECT][HOTFIX-15.4.2] Support Windows-style paths in ArtifactManager
  • Revert “[SPARK-48482][PYTHON] dropDuplicates and dropDuplicatesWIthinWatermark should accept variable length args”
  • [SPARK-43242][CORE] Fix throw 'Unexpected type of BlockId' in shuffle corruption diagnose
  • [SPARK-49366][CONNECT] Treat Union node as leaf in dataframe column resolution
  • [SPARK-49018][SQL] Fix approx_count_distinct not working correctly with collation
  • [SPARK-49460][SQL] Remove cleanupResource() from EmptyRelationExec
  • [SPARK-49056][SQL] ErrorClassesJsonReader cannot handle null properly
  • [SPARK-49336][CONNECT] Limit the nesting level when truncating a protobuf message
• August 29, 2024
  • The output from a SHOW CREATE TABLE statement now includes any row filters or column masks defined on a materialized view or streaming table. See SHOW CREATE TABLE. To learn about row filters and column masks, see Row filters and column masks.
  • On compute configured with shared access mode, Kafka batch reads and writes now have the same limitations enforced as those documented for Structured Streaming. See Streaming limitations and requirements for Unity Catalog standard access mode.
  • [SPARK-48941][SPARK-48970] Backport ML writer / reader fixes
  • [SPARK-49074][SQL] Fix variant with df.cache()
  • [SPARK-49263][CONNECT] Spark Connect python client: Consistently handle boolean Dataframe reader options
  • [SPARK-48955][SQL] Include ArrayCompact changes in 15.4
  • [SPARK-48937][SQL] Add collation support for StringToMap string expressions
  • [SPARK-48929] Fix view internal error and clean up parser exception context
  • [SPARK-49125][SQL] Allow duplicated column names in CSV writing
  • [SPARK-48934][SS] Python datetime types converted incorrectly for setting timeout in applyInPandasWithState
  • [SPARK-48843] Prevent infinite loop with BindParameters
  • [SPARK-48981] Fix simpleString method of StringType in pyspark for collations
  • [SPARK-49065][SQL] Rebasing in legacy formatters/parsers must support non JVM default time zones
  • [SPARK-48896] [SPARK-48909] [SPARK-48883] Backport spark ML writer fixes
  • [SPARK-48725][SQL] Integrate CollationAwareUTF8String.lowerCaseCodePoints into string expressions
  • [SPARK-48978][SQL] Implement ASCII fast path in collation support for UTF8_LCASE
  • [SPARK-49047][PYTHON][CONNECT] Truncate the message for logging
  • [SPARK-49146][SS] Move assertion errors related to watermark missing in append mode streaming queries to error framework
  • [SPARK-48977][SQL] Optimize string searching under UTF8_LCASE collation
  • [SPARK-48889][SS] testStream to unload state stores before finishing
  • [SPARK-48463] Make StringIndexer supporting nested input columns
  • [SPARK-48954] try_mod() replaces try_remainder()
  • Operating system security updates.

Databricks Runtime 14.3

See Databricks Runtime 14.3 LTS.

• July 1, 2025
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • ZStandard decompression support for file data source readers (json, csv, xml and text.)
  • [SPARK-52521][SQL] Right#replacement should not access SQLConf dynamically
  • [SPARK-52482][SQL][CORE] ZStandard support for file data source reader
  • Operating system security updates.

• June 17, 2025
  • Fixed the limitation that the cloud_files_state table-valued function (TVF) can't be used to read the file-level state of streaming tables across pipelines.
  • [SPARK-49646][SQL] fix subquery decorrelation for union/set operations when parentOuterReferences has references not covered in collectedChildOuterReferences

• June 3, 2025
  • Updated Python libraries:
    • cryptography from 3.4.8, 39.0.1 to 39.0.1
    • platformdirs from 2.5.2, 2.6.2 to 2.5.2
    • pyparsing from 2.4.7, 3.0.9 to 3.0.9
    • Added pip 22.3.1
    • Added setuptools 65.6.3
    • Added tomli 2.0.1
    • Added wcwidth 0.2.5
    • Added wheel 0.38.4
    • Removed distro 1.7.0
    • Removed distro-info 1.1+ubuntu0.2
    • Removed python-apt 2.4.0+ubuntu4
  • Updated Java libraries:
    • com.github.fommil.netlib.native_ref-java from 1.1, 1.1-natives to 1.1, 1.1
    • com.github.fommil.netlib.native_system-java from 1.1, 1.1-natives to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_ref-linux-x86_64 from 1.1-natives to 1.1
    • com.github.fommil.netlib.netlib-native_system-linux-x86_64 from 1.1-natives to 1.1
    • io.netty.netty-tcnative-boringssl-static from 2.0.61.Final-db-r16-linux-aarch_64, 2.0.61.Final-db-r16-linux-x86_64, 2.0.61.Final-db-r16-osx-aarch_64, 2.0.61.Final-db-r16-osx-x86_64, 2.0.61.Final-db-r16-windows-x86_64 to 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16, 2.0.61.Final-db-r16
    • io.netty.netty-transport-native-epoll from 4.1.96.Final, 4.1.96.Final-linux-aarch_64, 4.1.96.Final-linux-x86_64 to 4.1.96.Final, 4.1.96.Final, 4.1.96.Final
    • io.netty.netty-transport-native-kqueue from 4.1.96.Final-osx-aarch_64, 4.1.96.Final-osx-x86_64 to 4.1.96.Final, 4.1.96.Final
    • org.apache.orc.orc-core from 1.9.2-shaded-protobuf to 1.9.2
    • org.apache.orc.orc-mapreduce from 1.9.2-shaded-protobuf to 1.9.2
    • software.amazon.cryptools.AmazonCorrettoCryptoProvider from 1.6.1-linux-x86_64 to 1.6.1
  • [SPARK-52040][PYTHON][SQL][CONNECT] ResolveLateralColumnAliasReference should retain the plan id
  • [SPARK-52159][SQL] Properly handle table existence check for jdbc dialects
  • Operating system security updates.

• May 20, 2025
  • Updated Java libraries:
    • io.delta.delta-sharing-client_2.12 from 1.1.5 to 1.1.6
  • [SPARK-51935][SQL] Fix lazy behavior of iterators in interpreted df.collect()
  • Operating system security updates.

• April 22, 2025
  • Operating system security updates.

• April 9, 2025
  • [Behavior Change] Vacuum operations now perform Writer protocol checks similar to other operations, preventing unexpected cleanups on tables with newer features when run from incompatible older DBR versions.
  • [SPARK-51624][SQL] Propagate GetStructField metadata in CreateNamedStruct.dataType
  • Operating system security updates.

• March 11, 2025
  • Databricks Runtime 14.3 and above include a fix for an issue that caused binary incompatibilities with code that instantiated a SparkListenerApplicationEnd class and was compiled against Apache Spark. This incompatibility resulted from merging SPARK-46399 into Apache Spark. This merge included a change that added a default argument to the SparkListenerApplicationEnd constructor. To restore binary compatibility, this fix adds a single argument constructor to the SparkListenerApplicationEnd class.
  • [SPARK-50791][SQL] Fix NPE in State Store error handling
  • [SPARK-50705][SQL] Make QueryPlan lock-free
  • [SPARK-49525][SS][CONNECT] Minor log improvement to Server Side Streaming Query ListenerBus Listener
  • Operating system security updates.

• February 11, 2025
  • This release includes a fix for an issue affecting the conversion of certain datatypes when serializing rescued XML data columns. The affected datatypes are dates, non-NTZ timestamps, and decimals when prefersDecimal is enabled. To learn more about the rescued data column, see What is the rescued data column?.
  • [SPARK-50492][SS] Fix java.util.NoSuchElementException when event time column is dropped after dropDuplicatesWithinWatermark
  • [SPARK-51084][SQL] Assign appropriate error class for negativeScaleNotAllowedError
  • Operating system security updates.

• December 10, 2024
  • This release includes a fix for an issue that might cause the primary key on a Delta table to be dropped under certain edge cases related to background auto-compaction.
  • [SPARK-50329][SQL] fix InSet$toString
  • Operating system security updates.
• November 26, 2024
  • [SPARK-49615] [ML] Make all ML feature transformers dataset schema validation conforming “spark.sql.caseSensitive” config.
  • Operating system security updates.
• November 5, 2024
  • [SPARK-48843] Prevent infinite loop with BindParameters
  • [SPARK-49829] Revise the optimization on adding input to state store in stream-stream join (correctness fix)
  • [SPARK-49863][SQL] Fix NormalizeFloatingNumbers to preserve nullability of nested structs
  • [BACKPORT] [SPARK-49326][SS] Classify Error class for Foreach sink user function error
  • [SPARK-49782][SQL] ResolveDataFrameDropColumns rule resolves UnresolvedAttribute with child output
  • [SPARK-46632][SQL] Fix subexpression elimination when equivalent ternary expressions have different children
  • [SPARK-49905] Use dedicated ShuffleOrigin for stateful operator to prevent the shuffle to be modified from AQE
  • Operating system security updates.
• October 22, 2024
  • [SPARK-48843] Prevent infinite loop with BindParameters
  • [SPARK-49863][SQL] Fix NormalizeFloatingNumbers to preserve nullability of nested structs
  • [SPARK-49905] Use dedicated ShuffleOrigin for stateful operator to prevent the shuffle to be modified from AQE
  • [SPARK-46632][SQL] Fix subexpression elimination when equivalent ternary expressions have different children
  • [SPARK-49782][SQL] ResolveDataFrameDropColumns rule resolves UnresolvedAttribute with child output
  • [BACKPORT] [SPARK-49326][SS] Classify Error class for Foreach sink user function error
  • [SPARK-49829] Revise the optimization on adding input to state store in stream-stream join (correctness fix)
  • Operating system security updates.
• October 10, 2024
  • [BACKPORT] [SPARK-49474][SS] Classify Error class for FlatMapGroupsWithState user function error
  • [SPARK-49743][SQL] OptimizeCsvJsonExpr should not change schema fields when pruning GetArrayStructFields
  • [SPARK-49688][CONNECT] Fix a data race between interrupt and execute plan
• September 25, 2024
  • [SPARK-48810][CONNECT] Session stop() API should be idempotent and not fail if the session is already closed by the server
  • [SPARK-48719][SQL] Fix the calculation bug of `RegrS…
  • [SPARK-49000][SQL] Fix “select count(distinct 1) from t” where t is empty table by expanding RewriteDistinctAggregates
  • [SPARK-49628][SQL] ConstantFolding should copy stateful expression before evaluating
  • [SPARK-49492][CONNECT] Reattach attempted on inactive ExecutionHolder
  • Operating system security updates.
• September 17, 2024
  • [SPARK-49336][CONNECT] Limit the nesting level when truncating a protobuf message
  • [SPARK-43242][CORE] Fix throw 'Unexpected type of BlockId' in shuffle corruption diagnose
  • [SPARK-48463][ML] Make Binarizer, Bucketizer, Vector Assembler, FeatureHasher, QuantizeDiscretizer, OnehotEncoder, StopWordsRemover, Imputer, Interactor supporting nested input columns
  • [SPARK-49526][CONNECT] Support Windows-style paths in ArtifactManager
  • [SPARK-49409][CONNECT] Adjust the default value of CONNECT_SESSION_PLAN_CACHE_SIZE
  • [SPARK-49366][CONNECT] Treat Union node as leaf in dataframe column resolution
• August 29, 2024
  • [SPARK-49146][SS] Move assertion errors related to watermark missing in append mode streaming queries to error framework
  • [SPARK-48862][PYTHON][CONNECT] Avoid calling _proto_to_string when INFO level is not enabled
  • [SPARK-49263][CONNECT] Spark Connect python client: Consistently handle boolean Dataframe reader options
• August 14, 2024
  • [SPARK-48941][SPARK-48970] Backport ML writer / reader fixes
  • [SPARK-48706][PYTHON] Python UDF in higher order functions should not throw internal error
  • [SPARK-49056][SQL] ErrorClassesJsonReader cannot handle null properly
  • [SPARK-48597][SQL] Introduce a marker for isStreaming property in text representation of logical plan
  • [SPARK-49065][SQL] Rebasing in legacy formatters/parsers must support non JVM default time zones
  • [SPARK-48934][SS] Python datetime types converted incorrectly for setting timeout in applyInPandasWithState
• August 1, 2024
  • This release includes a bug fix for the ColumnVector and ColumnarArray classes in the Spark Java interface. Previous to this fix, an ArrayIndexOutOfBoundsException might be thrown or incorrect data returned when an instance of one of these classes contained null values.
  • On serverless compute for notebooks and jobs, ANSI SQL mode is enabled by default. See Supported Spark configuration parameters.
  • On compute configured with shared access mode, Kafka batch reads and writes now have the same limitations enforced as those documented for Structured Streaming. See Streaming limitations and requirements for Unity Catalog standard access mode.
  • The output from a SHOW CREATE TABLE statement now includes any row filters or column masks defined on a materialized view or streaming table. See SHOW CREATE TABLE. To learn about row filters and column masks, see Row filters and column masks.
  • [SPARK-48896] [SPARK-48909] [SPARK-48883] Backport spark ML writer fixes
  • [SPARK-48889][SS] testStream to unload state stores before finishing
  • [SPARK-48705][PYTHON] Explicitly use worker_main when it starts with pyspark
  • [SPARK-48047][SQL] Reduce memory pressure of empty TreeNode tags
  • [SPARK-48544][SQL] Reduce memory pressure of empty TreeNode BitSets
  • [SPARK-46957][CORE] Decommission migrated shuffle files should be able to cleanup from executor
  • [SPARK-48463] Make StringIndexer supporting nested input columns
  • [SPARK-47202][PYTHON] Fix typo breaking datetimes with tzinfo
  • [SPARK-47713][SQL][CONNECT] Fix a self-join failure
  • Operating system security updates.
• July 11, 2024
  • (Behavior change) DataFrames cached against Delta table sources are now invalidated if the source table is overwritten. This change means that all state changes to Delta tables now invalidate cached results. Use .checkpoint() to persist a table state throughout the lifetime of a DataFrame.
  • The Snowflake JDBC Driver is updated to version 3.16.1.
  • This release includes a fix to an issue that prevented the Spark UI Environment tab from displaying correctly when running in Databricks Container Services.
  • On serverless compute for notebooks and jobs, ANSI SQL mode is enabled by default. See Supported Spark configuration parameters.
  • To ignore invalid partitions when reading data, file-based data sources, such as Parquet, ORC, CSV, or JSON, can set the ignoreInvalidPartitionPaths data source option to true. For example: spark.read.format(“parquet”).option(“ignoreInvalidPartitionPaths”, “true”).load(…). You can also use the SQL configuration spark.sql.files.ignoreInvalidPartitionPaths. However, the data source option takes precedence over the SQL configuration. This setting is false by default.
  • [SPARK-48648][PYTHON][CONNECT] Make SparkConnectClient.tags properly threadlocal
  • [SPARK-48445][SQL] Don't inline UDFs with expensive children
  • [SPARK-48481][SQL][SS] Do not apply OptimizeOneRowPlan against streaming Dataset
  • [SPARK-48383][SS] Throw better error for mismatched partitions in startOffset option in Kafka
  • [SPARK-48503][SQL] Fix invalid scalar subqueries with group-by on non-equivalent columns that were incorrectly allowed
  • [SPARK-48100][SQL] Fix issues in skipping nested structure fields not selected in schema
  • [SPARK-48273][SQL] Fix late rewrite of PlanWithUnresolvedIdentifier
  • [SPARK-48252][SQL] Update CommonExpressionRef when necessary
  • [SPARK-48475][PYTHON] Optimize _get_jvm_function in PySpark.
  • [SPARK-48292][CORE] Revert [SPARK-39195][SQL] Spark OutputCommitCoordinator should abort stage when committed file not consistent with task status
  • Operating system security updates.
• June 17, 2024
  • applyInPandasWithState() is available on compute with standard access mode.
  • Fixes a bug where the rank-window optimization using Photon TopK incorrectly handled partitions with structs.
  • [SPARK-48310][PYTHON][CONNECT] Cached properties must return copies
  • [SPARK-48276][PYTHON][CONNECT] Add the missing __repr__ method for SQLExpression
  • [SPARK-48294][SQL] Handle lowercase in nestedTypeMissingElementTypeError
  • Operating system security updates.
• May 21, 2024
  • (Behavior change) dbutils.widgets.getAll() is now supported to get all widget values in a notebook.
  • Fixed a bug in the try_divide() function where inputs containing decimals resulted in unexpected exceptions.
  • [SPARK-48056][CONNECT][PYTHON] Re-execute plan if a SESSION_NOT_FOUND error is raised and no partial response was received
  • [SPARK-48146][SQL] Fix aggregate function in With expression child assertion
  • [SPARK-47986][CONNECT][PYTHON] Unable to create a new session when the default session is closed by the server
  • [SPARK-48180][SQL] Improve error when UDTF call with TABLE arg forgets parentheses around multiple PARTITION/ORDER BY exprs
  • [SPARK-48016][SQL] Fix a bug in try_divide function when with decimals
  • [SPARK-48197][SQL] Avoid assert error for invalid lambda function
  • [SPARK-47994][SQL] Fix bug with CASE WHEN column filter push down in SQLServer
  • [SPARK-48173][SQL] CheckAnalysis should see the entire query plan
  • [SPARK-48105][SS] Fix the race condition between state store unloading and snapshotting
  • Operating system security updates.
• May 9, 2024
  • (Behavior change) applyInPandas and mapInPandas UDF types are now supported on shared access mode compute running Databricks Runtime 14.3 and above.
  • [SPARK-47739][SQL] Register logical avro type
  • [SPARK-47941] [SS] [Connect] Propagate ForeachBatch worker initialization errors to users for PySpark
  • [SPARK-48010][SQL] Avoid repeated calls to conf.resolver in resolveExpression
  • [SPARK-48044][PYTHON][CONNECT] Cache DataFrame.isStreaming
  • [SPARK-47956][SQL] Sanity check for unresolved LCA reference
  • [SPARK-47543][CONNECT][PYTHON] Inferring dict as Mapype from Pandas DataFrame to allow DataFrame creation
  • [SPARK-47819][CONNECT][Cherry-pick-14.3] Use asynchronous callback for execution cleanup
  • [SPARK-47764][CORE][SQL] Cleanup shuffle dependencies based on ShuffleCleanupMode
  • [SPARK-48018][SS] Fix null groupId causing missing param error when throwing KafkaException.couldNotReadOffsetRange
  • [SPARK-47839][SQL] Fix aggregate bug in RewriteWithExpression
  • [SPARK-47371] [SQL] XML: Ignore row tags found in CDATA
  • [SPARK-47895][SQL] group by all should be idempotent
  • [SPARK-47973][CORE] Log call site in SparkContext.stop() and later in SparkContext.assertNotStopped()
  • Operating system security updates.
• April 25, 2024
  • [SPARK-47543][CONNECT][PYTHON] Inferring dict as MapType from Pandas DataFrame to allow DataFrame creation
  • [SPARK-47694][CONNECT] Make max message size configurable on the client side
  • [SPARK-47664][PYTHON][CONNECT][Cherry-pick-14.3] Validate the column name with cached schema
  • [SPARK-47862][PYTHON][CONNECT]Fix generation of proto files
  • Revert “[SPARK-47543][CONNECT][PYTHON] Inferring dict as MapType from Pandas DataFrame to allow DataFrame creation”
  • [SPARK-47704][SQL] JSON parsing fails with “java.lang.ClassCastException” when spark.sql.json.enablePartialResults is enabled
  • [SPARK-47812][CONNECT] Support Serialization of SparkSession for ForEachBatch worker
  • [SPARK-47818][CONNECT][Cherry-pick-14.3] Introduce plan cache in SparkConnectPlanner to improve performance of Analyze requests
  • [SPARK-47828][CONNECT][PYTHON] DataFrameWriterV2.overwrite fails with invalid plan
  • Operating system security updates.
• April 11, 2024
  • (Behavior change) To ensure consistent behavior across compute types, PySpark UDFs on compute with standard access mode now match the behavior of UDFs on no-isolation and assigned clusters. This update includes the following changes that might break existing code:
    • UDFs with a string return type no longer implicitly convert non-string values into string values. Previously, UDFs with a return type of str would wrap the return value with a str() function regardless of the actual data type of the returned value.
    • UDFs with timestamp return types no longer implicitly apply a conversion to timestamp with timezone.
    • The Spark cluster configurations spark.databricks.sql.externalUDF.* no longer apply to PySpark UDFs on compute with standard access mode.
    • The Spark cluster configuration spark.databricks.safespark.externalUDF.plan.limit no longer affects PySpark UDFs, removing the Public Preview limitation of 5 UDFs per query for PySpark UDFs.
    • The Spark cluster configuration spark.databricks.safespark.sandbox.size.default.mib no longer applies to PySpark UDFs on compute with standard access mode. Instead, available memory on the system is used. To limit the memory of PySpark UDFs, use spark.databricks.pyspark.udf.isolation.memoryLimit with a minimum value of 100m.
  • The TimestampNTZ data type is now supported as a clustering column with liquid clustering. See Use liquid clustering for tables.
  • [SPARK-47511][SQL] Canonicalize With expressions by re-assigning IDs
  • [SPARK-47509][SQL] Block subquery expressions in lambda and higher-order functions
  • [SPARK-46990][SQL] Fix loading empty Avro files emitted by event-hubs
  • [SPARK-47638][PS][CONNECT] Skip column name validation in PS
  • Operating system security updates.
• March 14, 2024
  • [SPARK-47135][SS] Implement error classes for Kafka data loss exceptions
  • [SPARK-47176][SQL] Have a ResolveAllExpressionsUpWithPruning helper function
  • [SPARK-47145][SQL] Pass table identifier to row data source scan exec for V2 strategy.
  • [SPARK-47044][SQL] Add executed query for JDBC external datasources to explain output
  • [SPARK-47167][SQL] Add concrete class for JDBC anonymous relation
  • [SPARK-47070] Fix invalid aggregation after subquery rewrite
  • [SPARK-47121][CORE] Avoid RejectedExecutionExceptions during StandaloneSchedulerBackend shutdown
  • Revert “[SPARK-46861][CORE] Avoid Deadlock in DAGScheduler”
  • [SPARK-47125][SQL] Return null if Univocity never triggers parsing
  • [SPARK-46999][SQL] ExpressionWithUnresolvedIdentifier should include other expressions in the expression tree
  • [SPARK-47129][CONNECT][SQL] Make ResolveRelations cache connect plan properly
  • [SPARK-47241][SQL] Fix rule order issues for ExtractGenerator
  • [SPARK-47035][SS][CONNECT] Protocol for Client-Side Listener
  • Operating system security updates.
• February 29, 2024
  • Fixed an issue where using a local collection as source in a MERGE command could result in the operation metric numSourceRows reporting double the correct number of rows.
  • Creating a schema with a defined location now requires the user to have SELECT and MODIFY privileges on ANY FILE.
  • [SPARK-47071][SQL] Inline With expression if it contains special expression
  • [SPARK-47059][SQL] Attach error context for ALTER COLUMN v1 command
  • [SPARK-46993][SQL] Fix constant folding for session variables
  • Operating system security updates.
• January 3, 2024
  • [SPARK-46933] Add query execution time metric to connectors which use JDBCRDD.
  • [SPARK-46763] Fix assertion failure in ReplaceDeduplicateWithAggregate for duplicate attributes.
  • [SPARK-46954] XML: Wrap InputStreamReader with BufferedReader.
  • [SPARK-46655] Skip query context catching in DataFrame methods.
  • [SPARK-44815] Cache df.schema to avoid extra RPC.
  • [SPARK-46952] XML: Limit size of corrupt record.
  • [SPARK-46794] Remove subqueries from LogicalRDD constraints.
  • [SPARK-46736] retain empty message field in protobuf connector.
  • [SPARK-45182] Ignore task completion from old stage after retrying parent-indeterminate stage as determined by checksum.
  • [SPARK-46414] Use prependBaseUri to render javascript imports.
  • [SPARK-46383] Reduce Driver Heap Usage by Reducing the Lifespan of TaskInfo.accumulables().
  • [SPARK-46861] Avoid Deadlock in DAGScheduler.
  • [SPARK-46954] XML: Optimize schema index lookup.
  • [SPARK-46676] dropDuplicatesWithinWatermark should not fail on canonicalization of the plan.
  • [SPARK-46644] Change add and merge in SQLMetric to use isZero.
  • [SPARK-46731] Manage state store provider instance by state data source - reader.
  • [SPARK-46677] Fix dataframe["*"] resolution.
  • [SPARK-46610] Create table should throw exception when no value for a key in options.
  • [SPARK-46941] Can't insert window group limit node for top-k computation if contains SizeBasedWindowFunction.
  • [SPARK-45433] Fix CSV/JSON schema inference when timestamps do not match specified timestampFormat.
  • [SPARK-46930] Add support for a custom prefix for Union type fields in Avro.
  • [SPARK-46227] Backport to 14.3.
  • [SPARK-46822] Respect spark.sql.legacy.charVarcharAsString when casting jdbc type to catalyst type in jdbc.
  • Operating system security updates.

Databricks Runtime 13.3 LTS

See Databricks Runtime 13.3 LTS.

• July 1, 2025
  • Updated Python libraries:
    • appdirs from 1.4.4 to 1.4.4, 1.4.4
    • argon2-cffi from 21.3.0 to 21.3.0, 21.3.0
    • argon2-cffi-bindings from 21.2.0 to 21.2.0, 21.2.0
    • asttokens from 2.2.1 to 2.2.1, 2.2.1
    • attrs from 21.4.0 to 21.4.0, 21.4.0
    • backcall from 0.2.0 to 0.2.0, 0.2.0
    • beautifulsoup4 from 4.11.1 to 4.11.1, 4.11.1
    • black from 22.6.0 to 22.6.0, 22.6.0
    • bleach from 4.1.0 to 4.1.0, 4.1.0
    • blinker from 1.4 to 1.4, 1.4
    • boto3 from 1.24.28 to 1.24.28, 1.24.28
    • botocore from 1.27.28 to 1.27.28, 1.27.28
    • certifi from 2022.9.14 to 2022.9.14, 2022.9.14
    • cffi from 1.15.1 to 1.15.1, 1.15.1
    • chardet from 4.0.0 to 4.0.0, 4.0.0
    • charset-normalizer from 2.0.4 to 2.0.4, 2.0.4
    • click from 8.0.4 to 8.0.4, 8.0.4
    • cryptography from 37.0.1 to 37.0.1, 37.0.1
    • cycler from 0.11.0 to 0.11.0, 0.11.0
    • Cython from 0.29.32 to 0.29.32, 0.29.32
    • databricks-sdk from 0.1.6 to 0.1.6, 0.1.6
    • dbus-python from 1.2.18 to 1.2.18, 1.2.18
    • debugpy from 1.6.0 to 1.6.0, 1.6.0
    • decorator from 5.1.1 to 5.1.1, 5.1.1
    • defusedxml from 0.7.1 to 0.7.1, 0.7.1
    • distlib from 0.3.7 to 0.3.7, 0.3.7
    • docstring-to-markdown from 0.12 to 0.12, 0.12
    • entrypoints from 0.4 to 0.4, 0.4
    • executing from 1.2.0 to 1.2.0, 1.2.0
    • facets-overview from 1.0.3 to 1.0.3, 1.0.3
    • fastjsonschema from 2.18.0 to 2.18.0, 2.18.0
    • filelock from 3.12.2 to 3.12.2, 3.12.2
    • fonttools from 4.25.0 to 4.25.0, 4.25.0
    • googleapis-common-protos from 1.56.4 to 1.56.4, 1.56.4
    • grpcio from 1.48.1 to 1.48.1, 1.48.1
    • grpcio-status from 1.48.1 to 1.48.1, 1.48.1
    • httplib2 from 0.20.2 to 0.20.2, 0.20.2
    • idna from 3.3 to 3.3, 3.3
    • importlib-metadata from 4.6.4 to 4.6.4, 4.6.4
    • ipykernel from 6.17.1 to 6.17.1, 6.17.1
    • ipython from 8.10.0 to 8.10.0, 8.10.0
    • ipython-genutils from 0.2.0 to 0.2.0, 0.2.0
    • ipywidgets from 7.7.2 to 7.7.2, 7.7.2
    • jedi from 0.18.1 to 0.18.1, 0.18.1
    • jeepney from 0.7.1 to 0.7.1, 0.7.1
    • Jinja2 from 2.11.3 to 2.11.3, 2.11.3
    • jmespath from 0.10.0 to 0.10.0, 0.10.0
    • joblib from 1.2.0 to 1.2.0, 1.2.0
    • jsonschema from 4.16.0 to 4.16.0, 4.16.0
    • jupyter-client from 7.3.4 to 7.3.4, 7.3.4
    • jupyter_core from 4.11.2 to 4.11.2, 4.11.2
    • jupyterlab-pygments from 0.1.2 to 0.1.2, 0.1.2
    • jupyterlab-widgets from 1.0.0 to 1.0.0, 1.0.0
    • keyring from 23.5.0 to 23.5.0, 23.5.0
    • kiwisolver from 1.4.2 to 1.4.2, 1.4.2
    • launchpadlib from 1.10.16 to 1.10.16, 1.10.16
    • lazr.restfulclient from 0.14.4 to 0.14.4, 0.14.4
    • lazr.uri from 1.0.6 to 1.0.6, 1.0.6
    • MarkupSafe from 2.0.1 to 2.0.1, 2.0.1
    • matplotlib from 3.5.2 to 3.5.2, 3.5.2
    • matplotlib-inline from 0.1.6 to 0.1.6, 0.1.6
    • mccabe from 0.7.0 to 0.7.0, 0.7.0
    • mistune from 0.8.4 to 0.8.4, 0.8.4
    • more-itertools from 8.10.0 to 8.10.0, 8.10.0
    • mypy-extensions from 0.4.3 to 0.4.3, 0.4.3
    • nbclient from 0.5.13 to 0.5.13, 0.5.13
    • nbconvert from 6.4.4 to 6.4.4, 6.4.4
    • nbformat from 5.5.0 to 5.5.0, 5.5.0
    • nest-asyncio from 1.5.5 to 1.5.5, 1.5.5
    • nodeenv from 1.8.0 to 1.8.0, 1.8.0
    • notebook from 6.4.12 to 6.4.12, 6.4.12
    • numpy from 1.21.5 to 1.21.5, 1.21.5
    • oauthlib from 3.2.0 to 3.2.0, 3.2.0
    • packaging from 21.3 to 21.3, 21.3
    • pandas from 1.4.4 to 1.4.4, 1.4.4
    • pandocfilters from 1.5.0 to 1.5.0, 1.5.0
    • parso from 0.8.3 to 0.8.3, 0.8.3
    • pathspec from 0.9.0 to 0.9.0, 0.9.0
    • patsy from 0.5.2 to 0.5.2, 0.5.2
    • pexpect from 4.8.0 to 4.8.0, 4.8.0
    • pickleshare from 0.7.5 to 0.7.5, 0.7.5
    • Pillow from 9.2.0 to 9.2.0, 9.2.0
    • pip from 22.2.2 to 22.2.2, 22.2.2
    • platformdirs from 2.5.2 to 2.5.2, 2.5.2
    • plotly from 5.9.0 to 5.9.0, 5.9.0
    • pluggy from 1.0.0 to 1.0.0, 1.0.0
    • prometheus-client from 0.14.1 to 0.14.1, 0.14.1
    • prompt-toolkit from 3.0.36 to 3.0.36, 3.0.36
    • protobuf from 3.19.4 to 3.19.4, 3.19.4
    • psutil from 5.9.0 to 5.9.0, 5.9.0
    • psycopg2 from 2.9.3 to 2.9.3, 2.9.3
    • ptyprocess from 0.7.0 to 0.7.0, 0.7.0
    • pure-eval from 0.2.2 to 0.2.2, 0.2.2
    • pyarrow from 8.0.0 to 8.0.0, 8.0.0
    • pyarrow-hotfix from 0.5 to 0.5, 0.5
    • pycparser from 2.21 to 2.21, 2.21
    • pydantic from 1.10.6 to 1.10.6, 1.10.6
    • pyflakes from 3.0.1 to 3.0.1, 3.0.1
    • Pygments from 2.11.2 to 2.11.2, 2.11.2
    • PyGObject from 3.42.1 to 3.42.1, 3.42.1
    • PyJWT from 2.3.0 to 2.3.0, 2.3.0
    • pyodbc from 4.0.32 to 4.0.32, 4.0.32
    • pyparsing from 3.0.9 to 3.0.9, 3.0.9
    • pyright from 1.1.294 to 1.1.294, 1.1.294
    • pyrsistent from 0.18.0 to 0.18.0, 0.18.0
    • python-dateutil from 2.8.2 to 2.8.2, 2.8.2
    • python-lsp-jsonrpc from 1.0.0 to 1.0.0, 1.0.0
    • python-lsp-server from 1.7.1 to 1.7.1, 1.7.1
    • pytoolconfig from 1.2.2 to 1.2.2, 1.2.2
    • pytz from 2022.1 to 2022.1, 2022.1
    • pyzmq from 23.2.0 to 23.2.0, 23.2.0
    • requests from 2.28.1 to 2.28.1, 2.28.1
    • rope from 1.7.0 to 1.7.0, 1.7.0
    • s3transfer from 0.6.0 to 0.6.0, 0.6.0
    • scikit-learn from 1.1.1 to 1.1.1, 1.1.1
    • scipy from 1.9.1 to 1.9.1, 1.9.1
    • seaborn from 0.11.2 to 0.11.2, 0.11.2
    • SecretStorage from 3.3.1 to 3.3.1, 3.3.1
    • Send2Trash from 1.8.0 to 1.8.0, 1.8.0
    • setuptools from 63.4.1 to 63.4.1, 63.4.1
    • six from 1.16.0 to 1.16.0, 1.16.0
    • soupsieve from 2.3.1 to 2.3.1, 2.3.1
    • ssh-import-id from 5.11 to 5.11, 5.11
    • stack-data from 0.6.2 to 0.6.2, 0.6.2
    • statsmodels from 0.13.2 to 0.13.2, 0.13.2
    • tenacity from 8.1.0 to 8.1.0, 8.1.0
    • terminado from 0.13.1 to 0.13.1, 0.13.1
    • testpath from 0.6.0 to 0.6.0, 0.6.0
    • threadpoolctl from 2.2.0 to 2.2.0, 2.2.0
    • tokenize-rt from 4.2.1 to 4.2.1, 4.2.1
    • tomli from 2.0.1 to 2.0.1, 2.0.1
    • tornado from 6.1 to 6.1, 6.1
    • traitlets from 5.1.1 to 5.1.1, 5.1.1
    • typing_extensions from 4.3.0 to 4.3.0, 4.3.0
    • ujson from 5.4.0 to 5.4.0, 5.4.0
    • unattended-upgrades from 0.1 to 0.1, 0.1
    • urllib3 from 1.26.11 to 1.26.11, 1.26.11
    • virtualenv from 20.16.3 to 20.16.3, 20.16.3
    • wadllib from 1.3.6 to 1.3.6, 1.3.6
    • wcwidth from 0.2.5 to 0.2.5, 0.2.5
    • webencodings from 0.5.1 to 0.5.1, 0.5.1
    • whatthepatch from 1.0.2 to 1.0.2, 1.0.2
    • wheel from 0.37.1 to 0.37.1, 0.37.1
    • widgetsnbextension from 3.6.1 to 3.6.1, 3.6.1
    • yapf from 0.31.0 to 0.31.0, 0.31.0
    • zipp from 1.0.0 to 1.0.0, 1.0.0
  • Updated R from 4.2.2 to 4.2.2, 4.2.2
  • Updated R libraries:
    • arrow from 10.0.1 to 10.0.1, 10.0.1
    • askpass from 1.1 to 1.1, 1.1
    • assertthat from 0.2.1 to 0.2.1, 0.2.1
    • backports from 1.4.1 to 1.4.1, 1.4.1
    • base64enc from 0.1-3 to 0.1-3, 0.1-3
    • bit from 4.0.5 to 4.0.5, 4.0.5
    • bit64 from 4.0.5 to 4.0.5, 4.0.5
    • blob from 1.2.3 to 1.2.3, 1.2.3
    • boot from 1.3-28 to 1.3-28, 1.3-28
    • brew from 1.0-8 to 1.0-8, 1.0-8
    • brio from 1.1.3 to 1.1.3, 1.1.3
    • broom from 1.0.3 to 1.0.3, 1.0.3
    • bslib from 0.4.2 to 0.4.2, 0.4.2
    • cachem from 1.0.6 to 1.0.6, 1.0.6
    • callr from 3.7.3 to 3.7.3, 3.7.3
    • caret from 6.0-93 to 6.0-93, 6.0-93
    • cellranger from 1.1.0 to 1.1.0, 1.1.0
    • chron from 2.3-59 to 2.3-59, 2.3-59
    • class from 7.3-21 to 7.3-21, 7.3-21
    • cli from 3.6.0 to 3.6.0, 3.6.0
    • clipr from 0.8.0 to 0.8.0, 0.8.0
    • clock from 0.6.1 to 0.6.1, 0.6.1
    • cluster from 2.1.4 to 2.1.4, 2.1.4
    • codetools from 0.2-19 to 0.2-19, 0.2-19
    • colorspace from 2.1-0 to 2.1-0, 2.1-0
    • commonmark from 1.8.1 to 1.8.1, 1.8.1
    • compiler from 4.2.2 to 4.2.2, 4.2.2
    • config from 0.3.1 to 0.3.1, 0.3.1
    • cpp11 from 0.4.3 to 0.4.3, 0.4.3
    • crayon from 1.5.2 to 1.5.2, 1.5.2
    • credentials from 1.3.2 to 1.3.2, 1.3.2
    • curl from 5.0.0 to 5.0.0, 5.0.0
    • data.table from 1.14.6 to 1.14.6, 1.14.6
    • datasets from 4.2.2 to 4.2.2, 4.2.2
    • DBI from 1.1.3 to 1.1.3, 1.1.3
    • dbplyr from 2.3.0 to 2.3.0, 2.3.0
    • desc from 1.4.2 to 1.4.2, 1.4.2
    • devtools from 2.4.5 to 2.4.5, 2.4.5
    • diffobj from 0.3.5 to 0.3.5, 0.3.5
    • digest from 0.6.31 to 0.6.31, 0.6.31
    • downlit from 0.4.2 to 0.4.2, 0.4.2
    • dplyr from 1.1.0 to 1.1.0, 1.1.0
    • dtplyr from 1.2.2 to 1.2.2, 1.2.2
    • e1071 from 1.7-13 to 1.7-13, 1.7-13
    • ellipsis from 0.3.2 to 0.3.2, 0.3.2
    • evaluate from 0.20 to 0.20, 0.20
    • fansi from 1.0.4 to 1.0.4, 1.0.4
    • farver from 2.1.1 to 2.1.1, 2.1.1
    • fastmap from 1.1.0 to 1.1.0, 1.1.0
    • fontawesome from 0.5.0 to 0.5.0, 0.5.0
    • forcats from 1.0.0 to 1.0.0, 1.0.0
    • foreach from 1.5.2 to 1.5.2, 1.5.2
    • foreign from 0.8-82 to 0.8-82, 0.8-82
    • forge from 0.2.0 to 0.2.0, 0.2.0
    • fs from 1.6.1 to 1.6.1, 1.6.1
    • future from 1.31.0 to 1.31.0, 1.31.0
    • future.apply from 1.10.0 to 1.10.0, 1.10.0
    • gargle from 1.3.0 to 1.3.0, 1.3.0
    • generics from 0.1.3 to 0.1.3, 0.1.3
    • gert from 1.9.2 to 1.9.2, 1.9.2
    • ggplot2 from 3.4.0 to 3.4.0, 3.4.0
    • gh from 1.3.1 to 1.3.1, 1.3.1
    • gitcreds from 0.1.2 to 0.1.2, 0.1.2
    • glmnet from 4.1-6 to 4.1-6, 4.1-6
    • globals from 0.16.2 to 0.16.2, 0.16.2
    • glue from 1.6.2 to 1.6.2, 1.6.2
    • googledrive from 2.0.0 to 2.0.0, 2.0.0
    • googlesheets4 from 1.0.1 to 1.0.1, 1.0.1
    • gower from 1.0.1 to 1.0.1, 1.0.1
    • graphics from 4.2.2 to 4.2.2, 4.2.2
    • grDevices from 4.2.2 to 4.2.2, 4.2.2
    • grid from 4.2.2 to 4.2.2, 4.2.2
    • gridExtra from 2.3 to 2.3, 2.3
    • gsubfn from 0.7 to 0.7, 0.7
    • gtable from 0.3.1 to 0.3.1, 0.3.1
    • hardhat from 1.2.0 to 1.2.0, 1.2.0
    • haven from 2.5.1 to 2.5.1, 2.5.1
    • highr from 0.10 to 0.10, 0.10
    • hms from 1.1.2 to 1.1.2, 1.1.2
    • htmltools from 0.5.4 to 0.5.4, 0.5.4
    • htmlwidgets from 1.6.1 to 1.6.1, 1.6.1
    • httpuv from 1.6.8 to 1.6.8, 1.6.8
    • httr from 1.4.4 to 1.4.4, 1.4.4
    • ids from 1.0.1 to 1.0.1, 1.0.1
    • ini from 0.3.1 to 0.3.1, 0.3.1
    • ipred from 0.9-13 to 0.9-13, 0.9-13
    • isoband from 0.2.7 to 0.2.7, 0.2.7
    • iterators from 1.0.14 to 1.0.14, 1.0.14
    • jquerylib from 0.1.4 to 0.1.4, 0.1.4
    • jsonlite from 1.8.4 to 1.8.4, 1.8.4
    • KernSmooth from 2.23-20 to 2.23-20, 2.23-20
    • knitr from 1.42 to 1.42, 1.42
    • labeling from 0.4.2 to 0.4.2, 0.4.2
    • later from 1.3.0 to 1.3.0, 1.3.0
    • lattice from 0.20-45 to 0.20-45, 0.20-45
    • lava from 1.7.1 to 1.7.1, 1.7.1
    • lifecycle from 1.0.3 to 1.0.3, 1.0.3
    • listenv from 0.9.0 to 0.9.0, 0.9.0
    • lubridate from 1.9.1 to 1.9.1, 1.9.1
    • magrittr from 2.0.3 to 2.0.3, 2.0.3
    • markdown from 1.5 to 1.5, 1.5
    • MASS from 7.3-58.2 to 7.3-58.2, 7.3-58.2
    • Matrix from 1.5-1 to 1.5-1, 1.5-1
    • memoise from 2.0.1 to 2.0.1, 2.0.1
    • methods from 4.2.2 to 4.2.2, 4.2.2
    • mgcv from 1.8-41 to 1.8-41, 1.8-41
    • mime from 0.12 to 0.12, 0.12
    • miniUI from 0.1.1.1 to 0.1.1.1, 0.1.1.1
    • ModelMetrics from 1.2.2.2 to 1.2.2.2, 1.2.2.2
    • modelr from 0.1.10 to 0.1.10, 0.1.10
    • munsell from 0.5.0 to 0.5.0, 0.5.0
    • nlme from 3.1-162 to 3.1-162, 3.1-162
    • nnet from 7.3-18 to 7.3-18, 7.3-18
    • numDeriv from 2016.8-1.1 to 2016.8-1.1, 2016.8-1.1
    • openssl from 2.0.5 to 2.0.5, 2.0.5
    • parallel from 4.2.2 to 4.2.2, 4.2.2
    • parallelly from 1.34.0 to 1.34.0, 1.34.0
    • pillar from 1.8.1 to 1.8.1, 1.8.1
    • pkgbuild from 1.4.0 to 1.4.0, 1.4.0
    • pkgconfig from 2.0.3 to 2.0.3, 2.0.3
    • pkgdown from 2.0.7 to 2.0.7, 2.0.7
    • pkgload from 1.3.2 to 1.3.2, 1.3.2
    • plogr from 0.2.0 to 0.2.0, 0.2.0
    • plyr from 1.8.8 to 1.8.8, 1.8.8
    • praise from 1.0.0 to 1.0.0, 1.0.0
    • prettyunits from 1.1.1 to 1.1.1, 1.1.1
    • pROC from 1.18.0 to 1.18.0, 1.18.0
    • processx from 3.8.0 to 3.8.0, 3.8.0
    • prodlim from 2019.11.13 to 2019.11.13, 2019.11.13
    • profvis from 0.3.7 to 0.3.7, 0.3.7
    • progress from 1.2.2 to 1.2.2, 1.2.2
    • progressr from 0.13.0 to 0.13.0, 0.13.0
    • promises from 1.2.0.1 to 1.2.0.1, 1.2.0.1
    • proto from 1.0.0 to 1.0.0, 1.0.0
    • proxy from 0.4-27 to 0.4-27, 0.4-27
    • ps from 1.7.2 to 1.7.2, 1.7.2
    • purrr from 1.0.1 to 1.0.1, 1.0.1
    • r2d3 from 0.2.6 to 0.2.6, 0.2.6
    • R6 from 2.5.1 to 2.5.1, 2.5.1
    • ragg from 1.2.5 to 1.2.5, 1.2.5
    • randomForest from 4.7-1.1 to 4.7-1.1, 4.7-1.1
    • rappdirs from 0.3.3 to 0.3.3, 0.3.3
    • rcmdcheck from 1.4.0 to 1.4.0, 1.4.0
    • RColorBrewer from 1.1-3 to 1.1-3, 1.1-3
    • Rcpp from 1.0.10 to 1.0.10, 1.0.10
    • RcppEigen from 0.3.3.9.3 to 0.3.3.9.3, 0.3.3.9.3
    • readr from 2.1.3 to 2.1.3, 2.1.3
    • readxl from 1.4.2 to 1.4.2, 1.4.2
    • recipes from 1.0.4 to 1.0.4, 1.0.4
    • rematch from 1.0.1 to 1.0.1, 1.0.1
    • rematch2 from 2.1.2 to 2.1.2, 2.1.2
    • remotes from 2.4.2 to 2.4.2, 2.4.2
    • reprex from 2.0.2 to 2.0.2, 2.0.2
    • reshape2 from 1.4.4 to 1.4.4, 1.4.4
    • rlang from 1.0.6 to 1.0.6, 1.0.6
    • rmarkdown from 2.20 to 2.20, 2.20
    • RODBC from 1.3-20 to 1.3-20, 1.3-20
    • roxygen2 from 7.2.3 to 7.2.3, 7.2.3
    • rpart from 4.1.19 to 4.1.19, 4.1.19
    • rprojroot from 2.0.3 to 2.0.3, 2.0.3
    • Rserve from 1.8-12 to 1.8-12, 1.8-12
    • RSQLite from 2.2.20 to 2.2.20, 2.2.20
    • rstudioapi from 0.14 to 0.14, 0.14
    • rversions from 2.1.2 to 2.1.2, 2.1.2
    • rvest from 1.0.3 to 1.0.3, 1.0.3
    • sass from 0.4.5 to 0.4.5, 0.4.5
    • scales from 1.2.1 to 1.2.1, 1.2.1
    • selectr from 0.4-2 to 0.4-2, 0.4-2
    • sessioninfo from 1.2.2 to 1.2.2, 1.2.2
    • shape from 1.4.6 to 1.4.6, 1.4.6
    • shiny from 1.7.4 to 1.7.4, 1.7.4
    • sourcetools from 0.1.7-1 to 0.1.7-1, 0.1.7-1
    • sparklyr from 1.7.9 to 1.7.9, 1.7.9
    • spatial from 7.3-15 to 7.3-15, 7.3-15
    • splines from 4.2.2 to 4.2.2, 4.2.2
    • sqldf from 0.4-11 to 0.4-11, 0.4-11
    • SQUAREM from 2021.1 to 2021.1, 2021.1
    • stats from 4.2.2 to 4.2.2, 4.2.2
    • stats4 from 4.2.2 to 4.2.2, 4.2.2
    • stringi from 1.7.12 to 1.7.12, 1.7.12
    • stringr from 1.5.0 to 1.5.0, 1.5.0
    • survival from 3.5-3 to 3.5-3, 3.5-3
    • sys from 3.4.1 to 3.4.1, 3.4.1
    • systemfonts from 1.0.4 to 1.0.4, 1.0.4
    • tcltk from 4.2.2 to 4.2.2, 4.2.2
    • testthat from 3.1.6 to 3.1.6, 3.1.6
    • textshaping from 0.3.6 to 0.3.6, 0.3.6
    • tibble from 3.1.8 to 3.1.8, 3.1.8
    • tidyr from 1.3.0 to 1.3.0, 1.3.0
    • tidyselect from 1.2.0 to 1.2.0, 1.2.0
    • tidyverse from 1.3.2 to 1.3.2, 1.3.2
    • timechange from 0.2.0 to 0.2.0, 0.2.0
    • timeDate from 4022.108 to 4022.108, 4022.108
    • tinytex from 0.44 to 0.44, 0.44
    • tools from 4.2.2 to 4.2.2, 4.2.2
    • tzdb from 0.3.0 to 0.3.0, 0.3.0
    • urlchecker from 1.0.1 to 1.0.1, 1.0.1
    • usethis from 2.1.6 to 2.1.6, 2.1.6
    • utf8 from 1.2.3 to 1.2.3, 1.2.3
    • utils from 4.2.2 to 4.2.2, 4.2.2
    • uuid from 1.1-0 to 1.1-0, 1.1-0
    • vctrs from 0.5.2 to 0.5.2, 0.5.2
    • viridisLite from 0.4.1 to 0.4.1, 0.4.1
    • vroom from 1.6.1 to 1.6.1, 1.6.1
    • waldo from 0.4.0 to 0.4.0, 0.4.0
    • whisker from 0.4.1 to 0.4.1, 0.4.1
    • withr from 2.5.0 to 2.5.0, 2.5.0
    • xfun from 0.37 to 0.37, 0.37
    • xml2 from 1.3.3 to 1.3.3, 1.3.3
    • xopen from 1.0.0 to 1.0.0, 1.0.0
    • xtable from 1.8-4 to 1.8-4, 1.8-4
    • yaml from 2.3.7 to 2.3.7, 2.3.7
    • zip from 2.2.2 to 2.2.2, 2.2.2
  • Updated Java libraries:
    • antlr.antlr from 2.7.7 to 2.7.7, 2.7.7
    • com.amazonaws.amazon-kinesis-client from 1.12.0 to 1.12.0, 1.12.0
    • com.amazonaws.aws-java-sdk-autoscaling from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cloudformation from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cloudfront from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cloudhsm from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cloudsearch from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cloudtrail from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cloudwatch from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cloudwatchmetrics from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-codedeploy from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cognitoidentity from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-cognitosync from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-config from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-core from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-datapipeline from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-directconnect from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-directory from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-dynamodb from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-ec2 from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-ecs from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-efs from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-elasticache from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-elasticbeanstalk from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-elasticloadbalancing from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-elastictranscoder from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-emr from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-glacier from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-glue from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-iam from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-importexport from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-kinesis from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-kms from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-lambda from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-logs from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-machinelearning from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-opsworks from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-rds from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-redshift from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-route53 from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-s3 from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-ses from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-simpledb from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-simpleworkflow from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-sns from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-sqs from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-ssm from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-storagegateway from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-sts from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-support from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.aws-java-sdk-swf-libraries from 1.11.22 to 1.11.22, 1.11.22
    • com.amazonaws.aws-java-sdk-workspaces from 1.12.390 to 1.12.390, 1.12.390
    • com.amazonaws.jmespath-java from 1.12.390 to 1.12.390, 1.12.390
    • com.clearspring.analytics.stream from 2.9.6 to 2.9.6, 2.9.6
    • com.databricks.databricks-sdk-java from 0.2.0 to 0.2.0, 0.2.0
    • com.databricks.jets3t from 0.7.1-0 to 0.7.1-0, 0.7.1-0
    • com.databricks.Rserve from 1.8-3 to 1.8-3, 1.8-3
    • com.databricks.scalapb.compilerplugin_2.12 from 0.4.15-10 to 0.4.15-10, 0.4.15-10
    • com.databricks.scalapb.scalapb-runtime_2.12 from 0.4.15-10 to 0.4.15-10, 0.4.15-10
    • com.esotericsoftware.kryo-shaded from 4.0.2 to 4.0.2, 4.0.2
    • com.esotericsoftware.minlog from 1.3.0 to 1.3.0, 1.3.0
    • com.fasterxml.classmate from 1.3.4 to 1.3.4, 1.3.4
    • com.fasterxml.jackson.core.jackson-annotations from 2.14.2 to 2.14.2, 2.14.2
    • com.fasterxml.jackson.core.jackson-core from 2.14.2 to 2.14.2, 2.14.2
    • com.fasterxml.jackson.core.jackson-databind from 2.14.2 to 2.14.2, 2.14.2
    • com.fasterxml.jackson.dataformat.jackson-dataformat-cbor from 2.14.2 to 2.14.2, 2.14.2
    • com.fasterxml.jackson.datatype.jackson-datatype-joda from 2.14.2 to 2.14.2, 2.14.2
    • com.fasterxml.jackson.datatype.jackson-datatype-jsr310 from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.module.jackson-module-paranamer from 2.14.2 to 2.14.2, 2.14.2
    • com.fasterxml.jackson.module.jackson-module-scala_2.12 from 2.14.2 to 2.14.2, 2.14.2
    • com.github.ben-manes.caffeine.caffeine from 2.9.3 to 2.9.3, 2.9.3
    • com.github.fommil.jniloader from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.native_ref-java from 1.1, 1.1 to 1.1, 1.1, 1.1, 1.1
    • com.github.fommil.netlib.native_system-java from 1.1, 1.1 to 1.1, 1.1, 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_ref-linux-x86_64 from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_system-linux-x86_64 from 1.1 to 1.1, 1.1
    • com.github.luben.zstd-jni from 1.5.2-5 to 1.5.2-5, 1.5.2-5
    • com.github.wendykierp.JTransforms from 3.1 to 3.1, 3.1
    • com.google.code.findbugs.jsr305 from 3.0.0 to 3.0.0, 3.0.0
    • com.google.code.gson.gson from 2.8.9 to 2.8.9, 2.8.9
    • com.google.crypto.tink.tink from 1.7.0 to 1.7.0, 1.7.0
    • com.google.errorprone.error_prone_annotations from 2.10.0 to 2.10.0, 2.10.0
    • com.google.flatbuffers.flatbuffers-java from 1.12.0 to 1.12.0, 1.12.0
    • com.google.guava.guava from 15.0 to 15.0, 15.0
    • com.google.protobuf.protobuf-java from 2.6.1 to 2.6.1, 2.6.1
    • com.h2database.h2 from 2.1.214 to 2.1.214, 2.1.214
    • com.helger.profiler from 1.1.1 to 1.1.1, 1.1.1
    • com.jcraft.jsch from 0.1.55 to 0.1.55, 0.1.55
    • com.jolbox.bonecp from 0.8.0.RELEASE to 0.8.0.RELEASE, 0.8.0.RELEASE
    • com.lihaoyi.sourcecode_2.12 from 0.1.9 to 0.1.9, 0.1.9
    • com.microsoft.azure.azure-data-lake-store-sdk from 2.3.9 to 2.3.9, 2.3.9
    • com.microsoft.sqlserver.mssql-jdbc from 11.2.2.jre8, 11.2.3.jre8 to 11.2.2.jre8, 11.2.2.jre8, 11.2.3.jre8, 11.2.3.jre8
    • com.ning.compress-lzf from 1.1.2 to 1.1.2, 1.1.2
    • com.sun.mail.javax.mail from 1.5.2 to 1.5.2, 1.5.2
    • com.sun.xml.bind.jaxb-core from 2.2.11 to 2.2.11, 2.2.11
    • com.sun.xml.bind.jaxb-impl from 2.2.11 to 2.2.11, 2.2.11
    • com.tdunning.json from 1.8 to 1.8, 1.8
    • com.thoughtworks.paranamer.paranamer from 2.8 to 2.8, 2.8
    • com.trueaccord.lenses.lenses_2.12 from 0.4.12 to 0.4.12, 0.4.12
    • com.twitter.chill-java from 0.10.0 to 0.10.0, 0.10.0
    • com.twitter.chill_2.12 from 0.10.0 to 0.10.0, 0.10.0
    • com.twitter.util-app_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-core_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-function_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-jvm_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-lint_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-registry_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-stats_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.typesafe.config from 1.2.1 to 1.2.1, 1.2.1
    • com.typesafe.scala-logging.scala-logging_2.12 from 3.7.2 to 3.7.2, 3.7.2
    • com.uber.h3 from 3.7.0 to 3.7.0, 3.7.0
    • com.univocity.univocity-parsers from 2.9.1 to 2.9.1, 2.9.1
    • com.zaxxer.HikariCP from 4.0.3 to 4.0.3, 4.0.3
    • commons-cli.commons-cli from 1.5.0 to 1.5.0, 1.5.0
    • commons-codec.commons-codec from 1.15 to 1.15, 1.15
    • commons-collections.commons-collections from 3.2.2 to 3.2.2, 3.2.2
    • commons-dbcp.commons-dbcp from 1.4 to 1.4, 1.4
    • commons-fileupload.commons-fileupload from 1.5 to 1.5, 1.5
    • commons-httpclient.commons-httpclient from 3.1 to 3.1, 3.1
    • commons-io.commons-io from 2.11.0 to 2.11.0, 2.11.0
    • commons-lang.commons-lang from 2.6 to 2.6, 2.6
    • commons-logging.commons-logging from 1.1.3 to 1.1.3, 1.1.3
    • commons-pool.commons-pool from 1.5.4 to 1.5.4, 1.5.4
    • dev.ludovic.netlib.arpack from 3.0.3 to 3.0.3, 3.0.3
    • dev.ludovic.netlib.blas from 3.0.3 to 3.0.3, 3.0.3
    • dev.ludovic.netlib.lapack from 3.0.3 to 3.0.3, 3.0.3
    • info.ganglia.gmetric4j.gmetric4j from 1.0.10 to 1.0.10, 1.0.10
    • io.airlift.aircompressor from 0.21 to 0.21, 0.21
    • io.delta.delta-sharing-spark_2.12 from 0.7.12 to 0.7.12, 0.7.12
    • io.dropwizard.metrics.metrics-core from 4.2.10 to 4.2.10, 4.2.10
    • io.dropwizard.metrics.metrics-graphite from 4.2.10 to 4.2.10, 4.2.10
    • io.dropwizard.metrics.metrics-healthchecks from 4.2.10 to 4.2.10, 4.2.10
    • io.dropwizard.metrics.metrics-jetty9 from 4.2.10 to 4.2.10, 4.2.10
    • io.dropwizard.metrics.metrics-jmx from 4.2.10 to 4.2.10, 4.2.10
    • io.dropwizard.metrics.metrics-json from 4.2.10 to 4.2.10, 4.2.10
    • io.dropwizard.metrics.metrics-jvm from 4.2.10 to 4.2.10, 4.2.10
    • io.dropwizard.metrics.metrics-servlets from 4.2.10 to 4.2.10, 4.2.10
    • io.netty.netty-all from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-buffer from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-codec from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-codec-http from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-codec-http2 from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-codec-socks from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-common from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-handler from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-handler-proxy from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-resolver from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-transport from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-transport-classes-epoll from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-transport-classes-kqueue from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-transport-native-epoll from 4.1.87.Final, 4.1.87.Final, 4.1.87.Final to 4.1.87.Final, 4.1.87.Final, 4.1.87.Final, 4.1.87.Final, 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-transport-native-kqueue from 4.1.87.Final, 4.1.87.Final to 4.1.87.Final, 4.1.87.Final, 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-transport-native-unix-common from 4.1.87.Final to 4.1.87.Final, 4.1.87.Final
    • io.prometheus.jmx.collector from 0.12.0 to 0.12.0, 0.12.0
    • io.prometheus.simpleclient from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_common from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_dropwizard from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_pushgateway from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_servlet from 0.7.0 to 0.7.0, 0.7.0
    • jakarta.annotation.jakarta.annotation-api from 1.3.5 to 1.3.5, 1.3.5
    • jakarta.servlet.jakarta.servlet-api from 4.0.3 to 4.0.3, 4.0.3
    • jakarta.validation.jakarta.validation-api from 2.0.2 to 2.0.2, 2.0.2
    • jakarta.ws.rs.jakarta.ws.rs-api from 2.1.6 to 2.1.6, 2.1.6
    • javax.activation.activation from 1.1.1 to 1.1.1, 1.1.1
    • javax.el.javax.el-api from 2.2.4 to 2.2.4, 2.2.4
    • javax.jdo.jdo-api from 3.0.1 to 3.0.1, 3.0.1
    • javax.transaction.jta from 1.1 to 1.1, 1.1
    • javax.transaction.transaction-api from 1.1 to 1.1, 1.1
    • javax.xml.bind.jaxb-api from 2.2.11 to 2.2.11, 2.2.11
    • javolution.javolution from 5.5.1 to 5.5.1, 5.5.1
    • jline.jline from 2.14.6 to 2.14.6, 2.14.6
    • joda-time.joda-time from 2.12.1 to 2.12.1, 2.12.1
    • ml.combust.mleap.mleap-databricks-runtime_2.12 from v0.20.0-db2 to v0.20.0-db2, v0.20.0-db2
    • net.java.dev.jna.jna from 5.8.0 to 5.8.0, 5.8.0
    • net.razorvine.pickle from 1.3 to 1.3, 1.3
    • net.sf.jpam.jpam from 1.1 to 1.1, 1.1
    • net.sf.opencsv.opencsv from 2.3 to 2.3, 2.3
    • net.sf.supercsv.super-csv from 2.2.0 to 2.2.0, 2.2.0
    • net.snowflake.snowflake-ingest-sdk from 0.9.6 to 0.9.6, 0.9.6
    • net.sourceforge.f2j.arpack_combined_all from 0.1 to 0.1, 0.1
    • org.acplt.remotetea.remotetea-oncrpc from 1.1.2 to 1.1.2, 1.1.2
    • org.antlr.antlr-runtime from 3.5.2 to 3.5.2, 3.5.2
    • org.antlr.antlr4-runtime from 4.9.3 to 4.9.3, 4.9.3
    • org.antlr.ST4 from 4.0.4 to 4.0.4, 4.0.4
    • org.antlr.stringtemplate from 3.2.1 to 3.2.1, 3.2.1
    • org.apache.ant.ant from 1.9.16 to 1.9.16, 1.9.16
    • org.apache.ant.ant-jsch from 1.9.16 to 1.9.16, 1.9.16
    • org.apache.ant.ant-launcher from 1.9.16 to 1.9.16, 1.9.16
    • org.apache.arrow.arrow-format from 11.0.0 to 11.0.0, 11.0.0
    • org.apache.arrow.arrow-memory-core from 11.0.0 to 11.0.0, 11.0.0
    • org.apache.arrow.arrow-memory-netty from 11.0.0 to 11.0.0, 11.0.0
    • org.apache.arrow.arrow-vector from 11.0.0 to 11.0.0, 11.0.0
    • org.apache.avro.avro from 1.11.1 to 1.11.1, 1.11.1
    • org.apache.avro.avro-ipc from 1.11.1 to 1.11.1, 1.11.1
    • org.apache.avro.avro-mapred from 1.11.1 to 1.11.1, 1.11.1
    • org.apache.commons.commons-collections4 from 4.4 to 4.4, 4.4
    • org.apache.commons.commons-compress from 1.21 to 1.21, 1.21
    • org.apache.commons.commons-crypto from 1.1.0 to 1.1.0, 1.1.0
    • org.apache.commons.commons-lang3 from 3.12.0 to 3.12.0, 3.12.0
    • org.apache.commons.commons-math3 from 3.6.1 to 3.6.1, 3.6.1
    • org.apache.commons.commons-text from 1.10.0 to 1.10.0, 1.10.0
    • org.apache.curator.curator-client from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.curator.curator-framework from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.curator.curator-recipes from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.datasketches.datasketches-java from 3.1.0 to 3.1.0, 3.1.0
    • org.apache.datasketches.datasketches-memory from 2.0.0 to 2.0.0, 2.0.0
    • org.apache.derby.derby from 10.14.2.0 to 10.14.2.0, 10.14.2.0
    • org.apache.hadoop.hadoop-client-runtime from 3.3.4 to 3.3.4, 3.3.4
    • org.apache.hive.hive-beeline from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-cli from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-jdbc from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-llap-client from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-llap-common from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-serde from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-shims from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-storage-api from 2.8.1 to 2.8.1, 2.8.1
    • org.apache.hive.shims.hive-shims-0.23 from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.shims.hive-shims-common from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.shims.hive-shims-scheduler from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.httpcomponents.httpclient from 4.5.14 to 4.5.14, 4.5.14
    • org.apache.httpcomponents.httpcore from 4.4.16 to 4.4.16, 4.4.16
    • org.apache.ivy.ivy from 2.5.1 to 2.5.1, 2.5.1
    • org.apache.logging.log4j.log4j-1.2-api from 2.19.0 to 2.19.0, 2.19.0
    • org.apache.logging.log4j.log4j-api from 2.19.0 to 2.19.0, 2.19.0
    • org.apache.logging.log4j.log4j-core from 2.19.0 to 2.19.0, 2.19.0
    • org.apache.logging.log4j.log4j-slf4j2-impl from 2.19.0 to 2.19.0, 2.19.0
    • org.apache.mesos.mesos from 1.11.0-shaded-protobuf to 1.11.0-shaded-protobuf, 1.11.0-shaded-protobuf
    • org.apache.orc.orc-core from 1.8.4 to 1.8.4, 1.8.4
    • org.apache.orc.orc-mapreduce from 1.8.4 to 1.8.4, 1.8.4
    • org.apache.orc.orc-shims from 1.8.4 to 1.8.4, 1.8.4
    • org.apache.thrift.libfb303 from 0.9.3 to 0.9.3, 0.9.3
    • org.apache.thrift.libthrift from 0.12.0 to 0.12.0, 0.12.0
    • org.apache.xbean.xbean-asm9-shaded from 4.22 to 4.22, 4.22
    • org.apache.yetus.audience-annotations from 0.13.0 to 0.13.0, 0.13.0
    • org.apache.zookeeper.zookeeper from 3.6.3 to 3.6.3, 3.6.3
    • org.apache.zookeeper.zookeeper-jute from 3.6.3 to 3.6.3, 3.6.3
    • org.checkerframework.checker-qual from 3.19.0 to 3.19.0, 3.19.0
    • org.codehaus.jackson.jackson-core-asl from 1.9.13 to 1.9.13, 1.9.13
    • org.codehaus.jackson.jackson-mapper-asl from 1.9.13 to 1.9.13, 1.9.13
    • org.codehaus.janino.commons-compiler from 3.0.16 to 3.0.16, 3.0.16
    • org.codehaus.janino.janino from 3.0.16 to 3.0.16, 3.0.16
    • org.datanucleus.datanucleus-api-jdo from 4.2.4 to 4.2.4, 4.2.4
    • org.datanucleus.datanucleus-core from 4.1.17 to 4.1.17, 4.1.17
    • org.datanucleus.datanucleus-rdbms from 4.1.19 to 4.1.19, 4.1.19
    • org.datanucleus.javax.jdo from 3.2.0-m3 to 3.2.0-m3, 3.2.0-m3
    • org.eclipse.jetty.jetty-client from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-continuation from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-http from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-io from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-jndi from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-plus from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-proxy from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-security from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-server from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-servlet from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-servlets from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-util from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-util-ajax from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-webapp from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.jetty-xml from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.websocket.websocket-api from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.websocket.websocket-client from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.websocket.websocket-common from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.websocket.websocket-server from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.eclipse.jetty.websocket.websocket-servlet from 9.4.51.v20230217 to 9.4.51.v20230217, 9.4.51.v20230217
    • org.fusesource.leveldbjni.leveldbjni-all from 1.8 to 1.8, 1.8
    • org.glassfish.hk2.external.aopalliance-repackaged from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.external.jakarta.inject from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-api from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-locator from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-utils from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.osgi-resource-locator from 1.0.3 to 1.0.3, 1.0.3
    • org.glassfish.jersey.containers.jersey-container-servlet from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.containers.jersey-container-servlet-core from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-client from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-common from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-server from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.inject.jersey-hk2 from 2.36 to 2.36, 2.36
    • org.hibernate.validator.hibernate-validator from 6.1.7.Final to 6.1.7.Final, 6.1.7.Final
    • org.ini4j.ini4j from 0.5.4 to 0.5.4, 0.5.4
    • org.javassist.javassist from 3.25.0-GA to 3.25.0-GA, 3.25.0-GA
    • org.jboss.logging.jboss-logging from 3.3.2.Final to 3.3.2.Final, 3.3.2.Final
    • org.jdbi.jdbi from 2.63.1 to 2.63.1, 2.63.1
    • org.jetbrains.annotations from 17.0.0 to 17.0.0, 17.0.0
    • org.joda.joda-convert from 1.7 to 1.7, 1.7
    • org.jodd.jodd-core from 3.5.2 to 3.5.2, 3.5.2
    • org.json4s.json4s-ast_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-core_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-jackson_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-scalap_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.lz4.lz4-java from 1.8.0 to 1.8.0, 1.8.0
    • org.mariadb.jdbc.mariadb-java-client from 2.7.4 to 2.7.4, 2.7.4
    • org.mlflow.mlflow-spark from 2.2.0 to 2.2.0, 2.2.0
    • org.objenesis.objenesis from 2.5.1 to 2.5.1, 2.5.1
    • org.postgresql.postgresql from 42.3.8 to 42.3.8, 42.3.8
    • org.roaringbitmap.RoaringBitmap from 0.9.45-databricks to 0.9.45-databricks, 0.9.45-databricks
    • org.roaringbitmap.shims from 0.9.45-databricks to 0.9.45-databricks, 0.9.45-databricks
    • org.rocksdb.rocksdbjni from 7.8.3 to 7.8.3, 7.8.3
    • org.rosuda.REngine.REngine from 2.1.0 to 2.1.0, 2.1.0
    • org.scala-lang.modules.scala-collection-compat_2.12 from 2.9.0 to 2.9.0, 2.9.0
    • org.scala-lang.modules.scala-parser-combinators_2.12 from 1.1.2 to 1.1.2, 1.1.2
    • org.scala-lang.modules.scala-xml_2.12 from 1.2.0 to 1.2.0, 1.2.0
    • org.scala-lang.scala-compiler_2.12 from 2.12.15 to 2.12.15, 2.12.15
    • org.scala-lang.scala-library_2.12 from 2.12.15 to 2.12.15, 2.12.15
    • org.scala-lang.scala-reflect_2.12 from 2.12.15 to 2.12.15, 2.12.15
    • org.scala-sbt.test-interface from 1.0 to 1.0, 1.0
    • org.scalacheck.scalacheck_2.12 from 1.14.2 to 1.14.2, 1.14.2
    • org.scalactic.scalactic_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalanlp.breeze-macros_2.12 from 2.1.0 to 2.1.0, 2.1.0
    • org.scalanlp.breeze_2.12 from 2.1.0 to 2.1.0, 2.1.0
    • org.scalatest.scalatest-compatible from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-core_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-diagrams_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-featurespec_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-flatspec_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-freespec_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-funspec_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-funsuite_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-matchers-core_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-mustmatchers_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-propspec_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-refspec_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-shouldmatchers_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest-wordspec_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.scalatest.scalatest_2.12 from 3.2.15 to 3.2.15, 3.2.15
    • org.slf4j.jcl-over-slf4j from 2.0.6 to 2.0.6, 2.0.6
    • org.slf4j.jul-to-slf4j from 2.0.6 to 2.0.6, 2.0.6
    • org.slf4j.slf4j-api from 2.0.6 to 2.0.6, 2.0.6
    • org.threeten.threeten-extra from 1.7.1 to 1.7.1, 1.7.1
    • org.tukaani.xz from 1.9 to 1.9, 1.9
    • org.typelevel.algebra_2.12 from 2.0.1 to 2.0.1, 2.0.1
    • org.typelevel.cats-kernel_2.12 from 2.1.1 to 2.1.1, 2.1.1
    • org.typelevel.spire-macros_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire-platform_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire-util_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.wildfly.openssl.wildfly-openssl from 1.1.3.Final to 1.1.3.Final, 1.1.3.Final
    • org.xerial.snappy.snappy-java from 1.1.10.1 to 1.1.10.1, 1.1.10.1
    • org.xerial.sqlite-jdbc from 3.42.0.0 to 3.42.0.0, 3.42.0.0
    • org.yaml.snakeyaml from 1.33 to 1.33, 1.33
    • oro.oro from 2.0.8 to 2.0.8, 2.0.8
    • pl.edu.icm.JLargeArrays from 1.5 to 1.5, 1.5
    • software.amazon.cryptools.AmazonCorrettoCryptoProvider from 1.6.1 to 1.6.1, 1.6.1
    • software.amazon.ion.ion-java from 1.0.2 to 1.0.2, 1.0.2
    • stax.stax-api from 1.0.1 to 1.0.1, 1.0.1
  • Operating system security updates.

• June 17, 2025
  • Fixed the limitation that the cloud_files_state table-valued function (TVF) can't be used to read the file-level state of streaming tables across pipelines.
  • Operating system security updates.

• June 3, 2025
  • Updated Python libraries:
    • cryptography from 3.4.8, 37.0.1 to 37.0.1
    • platformdirs from 2.5.2, 2.6.2 to 2.5.2
    • pyparsing from 2.4.7, 3.0.9 to 3.0.9
    • Added pip 22.2.2
    • Added setuptools 63.4.1
    • Added tomli 2.0.1
    • Added wcwidth 0.2.5
    • Added wheel 0.37.1
    • Removed distro 1.7.0
    • Removed distro-info 1.1+ubuntu0.2
    • Removed python-apt 2.4.0+ubuntu4
  • Updated Java libraries:
    • com.github.fommil.netlib.native_ref-java from 1.1, 1.1-natives to 1.1, 1.1
    • com.github.fommil.netlib.native_system-java from 1.1, 1.1-natives to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_ref-linux-x86_64 from 1.1-natives to 1.1
    • com.github.fommil.netlib.netlib-native_system-linux-x86_64 from 1.1-natives to 1.1
    • io.netty.netty-transport-native-epoll from 4.1.87.Final, 4.1.87.Final-linux-aarch_64, 4.1.87.Final-linux-x86_64 to 4.1.87.Final, 4.1.87.Final, 4.1.87.Final
    • io.netty.netty-transport-native-kqueue from 4.1.87.Final-osx-aarch_64, 4.1.87.Final-osx-x86_64 to 4.1.87.Final, 4.1.87.Final
    • org.apache.orc.orc-core from 1.8.4-shaded-protobuf to 1.8.4
    • org.apache.orc.orc-mapreduce from 1.8.4-shaded-protobuf to 1.8.4
    • software.amazon.cryptools.AmazonCorrettoCryptoProvider from 1.6.1-linux-x86_64 to 1.6.1
  • [SPARK-52159][SQL] Properly handle table existence check for jdbc dialects
  • Operating system security updates.

• May 20, 2025
  • Updated Java libraries:
    • io.delta.delta-sharing-spark_2.12 from 0.7.11 to 0.7.12
  • Operating system security updates.

• April 22, 2025
  • [Behavior Change] Vacuum operations now perform Writer protocol checks similar to other operations, preventing unexpected cleanups on tables with newer features when run from incompatible older DBR versions.
  • Operating system security updates.

• April 9, 2025
  • [SPARK-51624][SQL] Propagate GetStructField metadata in CreateNamedStruct.dataType
  • Operating system security updates.

• March 11, 2025
  • Operating system security updates.

• February 11, 2025
  • [SPARK-50492][SS] Fix java.util.NoSuchElementException when event time column is dropped after dropDuplicatesWithinWatermark
  • [SPARK-45915][SQL] Treat decimal(x, 0) the same as IntegralType in PromoteStrings
  • Operating system security updates.

• December 10, 2024
  • Operating system security updates.
• November 26, 2024
  • [SPARK-49615] [ML] Make all ML feature transformers dataset schema validation conforming “spark.sql.caseSensitive” config.
  • Operating system security updates.
• November 5, 2024
  • [SPARK-48843] Prevent infinite loop with BindParameters
  • [BACKPORT] [SPARK-49326][SS] Classify Error class for Foreach sink user function error
  • [SPARK-49905] Use dedicated ShuffleOrigin for stateful operator to prevent the shuffle to be modified from AQE
  • Operating system security updates.
• October 22, 2024
  • [SPARK-48843] Prevent infinite loop with BindParameters
  • [BACKPORT] [SPARK-49326][SS] Classify Error class for Foreach sink user function error
  • [SPARK-49905] Use dedicated ShuffleOrigin for stateful operator to prevent the shuffle to be modified from AQE
  • Operating system security updates.
• October 10, 2024
  • [SPARK-49743][SQL] OptimizeCsvJsonExpr should not change schema fields when pruning GetArrayStructFields
• September 25, 2024
  • [SPARK-46601] [CORE] Fix log error in handleStatusMessage
  • [SPARK-48719][SQL] Fix the calculation bug of RegrSlope & RegrIntercept when the first parameter is null
  • [SPARK-43242][CORE] Fix throw 'Unexpected type of BlockId' in shuffle corruption diagnose
  • [SPARK-49000][SQL] Fix “select count(distinct 1) from t” where t is empty table by expanding RewriteDistinctAggregates
  • Operating system security updates.
• September 17, 2024
  • [SPARK-49526][CONNECT] Support Windows-style paths in ArtifactManager
  • [SPARK-48463][ML] Make Binarizer, Bucketizer, Vector Assembler, FeatureHasher, QuantizeDiscretizer, OnehotEncoder, StopWordsRemover, Imputer, Interactor supporting nested input columns
  • Operating system security updates.
• August 29, 2024
• August 14, 2024
  • [SPARK-49056][SQL] ErrorClassesJsonReader cannot handle null properly
  • [SPARK-49065][SQL] Rebasing in legacy formatters/parsers must support non JVM default time zones
  • [SPARK-48597][SQL] Introduce a marker for isStreaming property in text representation of logical plan
• August 1, 2024
  • This release includes a bug fix for the ColumnVector and ColumnarArray classes in the Spark Java interface. Previous to this fix, an ArrayIndexOutOfBoundsException might be thrown or incorrect data returned when an instance of one of these classes contained null values.
  • [SPARK-47202][PYTHON] Fix typo breaking datetimes with tzinfo
  • [SPARK-48896] [SPARK-48909] [SPARK-48883] Backport spark ML writer fixes
  • [SPARK-48463] Make StringIndexer supporting nested input columns
  • Operating system security updates.
• July 11, 2024
  • (Behavior change) DataFrames cached against Delta table sources are now invalidated if the source table is overwritten. This change means that all state changes to Delta tables now invalidate cached results. Use .checkpoint() to persist a table state throughout the lifetime of a DataFrame.
  • This release includes a fix to an issue that prevented the Spark UI Environment tab from displaying correctly when running in Databricks Container Services.
  • [SPARK-48383][SS] Throw better error for mismatched partitions in startOffset option in Kafka
  • [SPARK-48292][CORE] Revert [SPARK-39195][SQL] Spark OutputCommitCoordinator should abort stage when committed file not consistent with task status
  • [SPARK-48503][SQL] Fix invalid scalar subqueries with group-by on non-equivalent columns that were incorrectly allowed
  • [SPARK-48481][SQL][SS] Do not apply OptimizeOneRowPlan against streaming Dataset
  • [SPARK-48475][PYTHON] Optimize _get_jvm_function in PySpark.
  • [SPARK-48273][SQL] Fix late rewrite of PlanWithUnresolvedIdentifier
  • [SPARK-48445][SQL] Don't inline UDFs with expensive children
  • Operating system security updates.
• June 17, 2024
  • [SPARK-48277] Improve error message for ErrorClassesJsonReader.getErrorMessage
  • Operating system security updates.
• May 21, 2024
  • (Behavior change) dbutils.widgets.getAll() is now supported to get all widget values in a notebook.
  • [SPARK-48105][SS] Fix the race condition between state store unloading and snapshotting
  • [SPARK-47994][SQL] Fix bug with CASE WHEN column filter push down in SQLServer
  • Operating system security updates.
• May 9, 2024
  • [SPARK-47956][SQL] Sanity check for unresolved LCA reference
  • [SPARK-46822][SQL] Respect spark.sql.legacy.charVarcharAsString when casting jdbc type to catalyst type in jdbc
  • [SPARK-47895][SQL] group by all should be idempotent
  • [SPARK-48018][SS] Fix null groupId causing missing param error when throwing KafkaException.couldNotReadOffsetRange
  • [SPARK-47973][CORE] Log call site in SparkContext.stop() and later in SparkContext.assertNotStopped()
  • Operating system security updates.
• April 25, 2024
  • [SPARK-44653][SQL] Non-trivial DataFrame unions should not break caching
  • Miscellaneous bug fixes.
• April 11, 2024
  • [SPARK-47509][SQL] Block subquery expressions in lambda and higher-order functions
  • Operating system security updates.
• April 1, 2024
  • [SPARK-47385] Fix tuple encoders with Option inputs.
  • [SPARK-38708][SQL] Upgrade Hive Metastore Client to the 3.1.3 for Hive 3.1
  • [SPARK-47200][SS] Error class for Foreach batch sink user function error
  • [SPARK-47368][SQL] Remove inferTimestampNTZ config check in ParquetRowConverter
  • [SPARK-44252][SS] Define a new error class and apply for the case where loading state from DFS fails
  • [SPARK-47135][SS] Implement error classes for Kafka data loss exceptions
  • [SPARK-47300][SQL] quoteIfNeeded should quote identifier starts with digits
  • [SPARK-47305][SQL] Fix PruneFilters to tag the isStreaming flag of LocalRelation correctly when the plan has both batch and streaming
  • [SPARK-47070] Fix invalid aggregation after subquery rewrite
  • Operating system security updates.
• March 14, 2024
  • [SPARK-47145][SQL] Pass table identifier to row data source scan exec for V2 strategy.
  • [SPARK-47167][SQL] Add concrete class for JDBC anonymous relation
  • [SPARK-47176][SQL] Have a ResolveAllExpressionsUpWithPruning helper function
  • [SPARK-47044][SQL] Add executed query for JDBC external datasources to explain output
  • [SPARK-47125][SQL] Return null if Univocity never triggers parsing
  • Operating system security updates.
• February 29, 2024
  • Fixed an issue where using a local collection as source in a MERGE command could result in the operation metric numSourceRows reporting double the correct number of rows.
  • Creating a schema with a defined location now requires the user to have SELECT and MODIFY privileges on ANY FILE.
  • Operating system security updates.
• February 8, 2024
  • Change data feed (CDF) queries on Unity Catalog materialized views are not supported, and attempting to run a CDF query with a Unity Catalog materialized view returns an error. Unity Catalog streaming tables support CDF queries on non-AUTO CDC tables in Databricks Runtime 14.1 and later. CDF queries are not supported with Unity Catalog streaming tables in Databricks Runtime 14.0 and earlier.
  • [SPARK-46794] Remove subqueries from LogicalRDD constraints.
  • [SPARK-46933] Add query execution time metric to connectors which use JDBCRDD.
  • [SPARK-45582] Ensure that store instance is not used after calling commit within output mode streaming aggregation.
  • [SPARK-46396] Timestamp inference should not throw exception.
  • [SPARK-46861] Avoid Deadlock in DAGScheduler.
  • [SPARK-46941] Can't insert window group limit node for top-k computation if contains SizeBasedWindowFunction.
  • Operating system security updates.
• January 31, 2024
  • [SPARK-46610] Create table should throw exception when no value for a key in options.
  • [SPARK-46383] Reduce Driver Heap Usage by Reducing the Lifespan of TaskInfo.accumulables().
  • [SPARK-46600] Move shared code between SqlConf and SqlApiConf to SqlApiConfHelper.
  • [SPARK-46676] dropDuplicatesWithinWatermark should not fail on canonicalization of the plan.
  • [SPARK-46763] Fix assertion failure in ReplaceDeduplicateWithAggregate for duplicate attributes.
  • Operating system security updates.
• January 17, 2024
  • The shuffle node of the explain plan returned by a Photon query is updated to add the causedBroadcastJoinBuildOOM=true flag when an out-of-memory error occurs during a shuffle that is part of a broadcast join.
  • To avoid increased latency when communicating over TLSv1.3, this maintenance release includes a patch to the JDK 8 installation to fix JDK bug JDK-8293562.
  • [SPARK-46058] Add separate flag for privateKeyPassword.
  • [SPARK-46173] Skipping trimAll call during date parsing.
  • [SPARK-46370] Fix bug when querying from table after changing column defaults.
  • [SPARK-46370] Fix bug when querying from table after changing column defaults.
  • [SPARK-46370] Fix bug when querying from table after changing column defaults.
  • [SPARK-46609] Avoid exponential explosion in PartitioningPreservingUnaryExecNode.
  • [SPARK-46132] Support key password for JKS keys for RPC SSL.
  • [SPARK-46602] Propagate allowExisting in view creation when the view/table does not exists.
  • [SPARK-46249] Require instance lock for acquiring RocksDB metrics to prevent race with background operations.
  • [SPARK-46417] Do not fail when calling hive.getTable and throwException is false.
  • [SPARK-46538] Fix the ambiguous column reference issue in ALSModel.transform.
  • [SPARK-46478] Revert SPARK-43049 to use oracle varchar(255) for string.
  • [SPARK-46250] Deflake test_parity_listener.
  • [SPARK-46394] Fix spark.catalog.listDatabases() issues on schemas with special characters when spark.sql.legacy.keepCommandOutputSchema set to true.
  • [SPARK-46056] Fix Parquet vectorized read NPE with byteArrayDecimalType default value.
  • [SPARK-46145] spark.catalog.listTables does not throw exception when the table or view is not found.
  • [SPARK-46466] Vectorized parquet reader should never do rebase for timestamp ntz.
• December 14, 2023
  • Fixed an issue where escaped underscores in getColumns operations originating from JDBC or ODBC clients were handled incorrectly and interpreted as wildcards.
  • [SPARK-45920] group by ordinal should be idempotent.
  • [SPARK-44582] Skip iterator on SMJ if it was cleaned up.
  • [SPARK-45433] Fix CSV/JSON schema inference when timestamps do not match specified timestampFormat.
  • [SPARK-45655] Allow non-deterministic expressions inside AggregateFunctions in CollectMetrics.
  • Operating system security updates.
• November 29, 2023
  • Installed a new package, pyarrow-hotfix to remediate a PyArrow RCE vulnerability.
  • Spark-snowflake connector is upgraded to 2.12.0.
  • [SPARK-44846] Removed complex grouping expressions after RemoveRedundantAggregates.
  • [SPARK-45544] Integrated SSL support into TransportContext.
  • [SPARK-45892] Refactor optimizer plan validation to decouple validateSchemaOutput and validateExprIdUniqueness.
  • [SPARK-45730] Improved time constraints for ReloadingX509TrustManagerSuite.
  • [SPARK-45859] Made UDF objects in ml.functions lazy.
  • Operating system security updates.
• November 10, 2023
  • Partition filters on Delta Lake streaming queries are pushed down before rate limiting to achieve better utilization.
  • Changed data feed queries on Unity Catalog streaming tables and materialized views to display error messages.
  • [SPARK-45545] SparkTransportConf inherits SSLOptions upon creation.
  • [SPARK-45584] Fixed subquery run failure with TakeOrderedAndProjectExec.
  • [SPARK-45427] Added RPC SSL settings to SSLOptions and SparkTransportConf.
  • [SPARK-45541] Added SSLFactory.
  • [SPARK-45430] FramelessOffsetWindowFunction no longer fails when IGNORE NULLS and offset > rowCount.
  • [SPARK-45429] Added helper classes for SSL RPC communication.
  • [SPARK-44219] Added extra per-rule validations for optimization rewrites.
  • [SPARK-45543] Fixed an issue where InferWindowGroupLimit caused an issue if the other window functions didn't have the same window frame as the rank-like functions.
  • Operating system security updates.
• October 23, 2023
  • [SPARK-45256] Fixed an issue where DurationWriter failed when writing more values than initial capacity.
  • [SPARK-45419] Avoid reusing rocksdb sst files in a different rocksdb instance by removing file version map entries of larger versions.
  • [SPARK-45426] Added support for ReloadingX509TrustManager.
  • Miscellaneous fixes.
• October 13, 2023
  • Snowflake-jdbc dependency upgraded from 3.13.29 to 3.13.33.
  • The array_insert function is 1-based for positive and negative indexes, while before, it was 0-based for negative indexes. It now inserts a new element at the end of input arrays for the index -1. To restore the previous behavior, set spark.sql.legacy.negativeIndexInArrayInsert to true.
  • Fixed an issue around not ignoring corrupt files when ignoreCorruptFiles is enabled during CSV schema inference with Auto Loader.
  • Revert "[SPARK-42946]."
  • [SPARK-42205] Updated the JSON protocol to remove Accumulables logging in a task or stage start events.
  • [SPARK-45178] Fallback to running a single batch for Trigger.AvailableNow with unsupported sources rather than using the wrapper.
  • [SPARK-45316] Add new parameters ignoreCorruptFiles and ignoreMissingFiles to HadoopRDD and NewHadoopRDD.
  • [SPARK-44740] Fixed metadata values for Artifacts.
  • [SPARK-45360] Initialized Spark session builder configuration from SPARK_REMOTE.
  • [SPARK-44551] Edited comments to sync with OSS.
  • [SPARK-45346] Parquet schema inference now respects case-sensitive flags when merging schema.
  • [SPARK-44658] ShuffleStatus.getMapStatus now returns None instead of Some(null).
  • [SPARK-44840] Made array_insert() 1-based for negative indexes.
• September 14, 2023
  • [SPARK-44873] Added support for alter view with nested columns in Hive client.
  • [SPARK-44878] Turned off strict limit for RocksDB write manager to avoid insertion exception on cache complete.
• August 30, 2023
  • The dbutils cp command (dbutils.fs.cp) has been optimized for faster copying. With this improvement, copy operations can take up to 100 less time, depending on the file size. The feature is available across all Clouds and file systems accessible in Databricks, including for Unity Catalog Volumes and DBFS mounts.
  • [SPARK-44455] Quote identifiers with backticks in the SHOW CREATE TABLE result.
  • [SPARK-44763] Fixed an issue that showed a string as a double in binary arithmetic with interval.
  • [SPARK-44871] Fixed percentile_disc behavior.
  • [SPARK-44714] Ease restriction of LCA resolution regarding queries.
  • [SPARK-44818] Fixed race for pending task interrupt issued before taskThread is initialized.
  • [SPARK-44505] Added override for columnar support in Scan for DSv2.
  • [SPARK-44479] Fixed protobuf conversion from an empty struct type.
  • [SPARK-44718] Match ColumnVector memory-mode config default to OffHeapMemoryMode config value.
  • [SPARK-42941] Added support for StreamingQueryListener in Python.
  • [SPARK-44558] Export PySpark's Spark Connect Log Level.
  • [SPARK-44464] Fixed applyInPandasWithStatePythonRunner to output rows that have Null as the first column value.
  • [SPARK-44643] Fixed Row.__repr__ when the field is an empty row.
  • Operating system security updates.

Databricks Runtime 12.2 LTS

See Databricks Runtime 12.2 LTS.

• July 1, 2025
  • Updated Python libraries:
    • argon2-cffi from 21.3.0 to 21.3.0, 21.3.0
    • argon2-cffi-bindings from 21.2.0 to 21.2.0, 21.2.0
    • asttokens from 2.0.5 to 2.0.5, 2.0.5
    • attrs from 21.4.0 to 21.4.0, 21.4.0
    • backcall from 0.2.0 to 0.2.0, 0.2.0
    • backports.entry-points-selectable from 1.2.0 to 1.2.0, 1.2.0
    • beautifulsoup4 from 4.11.1 to 4.11.1, 4.11.1
    • black from 22.3.0 to 22.3.0, 22.3.0
    • bleach from 4.1.0 to 4.1.0, 4.1.0
    • boto3 from 1.21.32 to 1.21.32, 1.21.32
    • botocore from 1.24.32 to 1.24.32, 1.24.32
    • certifi from 2021.10.8 to 2021.10.8, 2021.10.8
    • cffi from 1.15.0 to 1.15.0, 1.15.0
    • chardet from 4.0.0 to 4.0.0, 4.0.0
    • charset-normalizer from 2.0.4 to 2.0.4, 2.0.4
    • click from 8.0.4 to 8.0.4, 8.0.4
    • cryptography from 3.4.8 to 3.4.8, 3.4.8
    • cycler from 0.11.0 to 0.11.0, 0.11.0
    • Cython from 0.29.28 to 0.29.28, 0.29.28
    • dbus-python from 1.2.16 to 1.2.16, 1.2.16
    • debugpy from 1.5.1 to 1.5.1, 1.5.1
    • decorator from 5.1.1 to 5.1.1, 5.1.1
    • defusedxml from 0.7.1 to 0.7.1, 0.7.1
    • distlib from 0.3.6 to 0.3.6, 0.3.6
    • docstring-to-markdown from 0.11 to 0.11, 0.11
    • entrypoints from 0.4 to 0.4, 0.4
    • executing from 0.8.3 to 0.8.3, 0.8.3
    • facets-overview from 1.0.0 to 1.0.0, 1.0.0
    • fastjsonschema from 2.16.2 to 2.16.2, 2.16.2
    • filelock from 3.9.0 to 3.9.0, 3.9.0
    • fonttools from 4.25.0 to 4.25.0, 4.25.0
    • idna from 3.3 to 3.3, 3.3
    • ipykernel from 6.15.3 to 6.15.3, 6.15.3
    • ipython from 8.5.0 to 8.5.0, 8.5.0
    • ipython-genutils from 0.2.0 to 0.2.0, 0.2.0
    • ipywidgets from 7.7.2 to 7.7.2, 7.7.2
    • jedi from 0.18.1 to 0.18.1, 0.18.1
    • Jinja2 from 2.11.3 to 2.11.3, 2.11.3
    • jmespath from 0.10.0 to 0.10.0, 0.10.0
    • joblib from 1.1.1 to 1.1.1, 1.1.1
    • jsonschema from 4.4.0 to 4.4.0, 4.4.0
    • jupyter-client from 6.1.12 to 6.1.12, 6.1.12
    • jupyter_core from 4.11.2 to 4.11.2, 4.11.2
    • jupyterlab-pygments from 0.1.2 to 0.1.2, 0.1.2
    • jupyterlab-widgets from 1.0.0 to 1.0.0, 1.0.0
    • kiwisolver from 1.3.2 to 1.3.2, 1.3.2
    • MarkupSafe from 2.0.1 to 2.0.1, 2.0.1
    • matplotlib from 3.5.1 to 3.5.1, 3.5.1
    • matplotlib-inline from 0.1.2 to 0.1.2, 0.1.2
    • mccabe from 0.7.0 to 0.7.0, 0.7.0
    • mistune from 0.8.4 to 0.8.4, 0.8.4
    • mypy-extensions from 0.4.3 to 0.4.3, 0.4.3
    • nbclient from 0.5.13 to 0.5.13, 0.5.13
    • nbconvert from 6.4.4 to 6.4.4, 6.4.4
    • nbformat from 5.3.0 to 5.3.0, 5.3.0
    • nest-asyncio from 1.5.5 to 1.5.5, 1.5.5
    • nodeenv from 1.7.0 to 1.7.0, 1.7.0
    • notebook from 6.4.8 to 6.4.8, 6.4.8
    • numpy from 1.21.5 to 1.21.5, 1.21.5
    • packaging from 21.3 to 21.3, 21.3
    • pandas from 1.4.2 to 1.4.2, 1.4.2
    • pandocfilters from 1.5.0 to 1.5.0, 1.5.0
    • parso from 0.8.3 to 0.8.3, 0.8.3
    • pathspec from 0.9.0 to 0.9.0, 0.9.0
    • patsy from 0.5.2 to 0.5.2, 0.5.2
    • pexpect from 4.8.0 to 4.8.0, 4.8.0
    • pickleshare from 0.7.5 to 0.7.5, 0.7.5
    • Pillow from 9.0.1 to 9.0.1, 9.0.1
    • pip from 21.2.4 to 21.2.4, 21.2.4
    • platformdirs from 2.6.2 to 2.6.2, 2.6.2
    • plotly from 5.6.0 to 5.6.0, 5.6.0
    • pluggy from 1.0.0 to 1.0.0, 1.0.0
    • prometheus-client from 0.13.1 to 0.13.1, 0.13.1
    • prompt-toolkit from 3.0.20 to 3.0.20, 3.0.20
    • protobuf from 3.19.4 to 3.19.4, 3.19.4
    • psutil from 5.8.0 to 5.8.0, 5.8.0
    • psycopg2 from 2.9.3 to 2.9.3, 2.9.3
    • ptyprocess from 0.7.0 to 0.7.0, 0.7.0
    • pure-eval from 0.2.2 to 0.2.2, 0.2.2
    • pyarrow from 7.0.0 to 7.0.0, 7.0.0
    • pyarrow-hotfix from 0.5 to 0.5, 0.5
    • pycparser from 2.21 to 2.21, 2.21
    • pyflakes from 2.5.0 to 2.5.0, 2.5.0
    • Pygments from 2.11.2 to 2.11.2, 2.11.2
    • PyGObject from 3.36.0 to 3.36.0, 3.36.0
    • pyodbc from 4.0.32 to 4.0.32, 4.0.32
    • pyparsing from 3.0.4 to 3.0.4, 3.0.4
    • pyright from 1.1.283 to 1.1.283, 1.1.283
    • pyrsistent from 0.18.0 to 0.18.0, 0.18.0
    • python-dateutil from 2.8.2 to 2.8.2, 2.8.2
    • python-lsp-jsonrpc from 1.0.0 to 1.0.0, 1.0.0
    • python-lsp-server from 1.6.0 to 1.6.0, 1.6.0
    • pytz from 2021.3 to 2021.3, 2021.3
    • pyzmq from 22.3.0 to 22.3.0, 22.3.0
    • requests from 2.27.1 to 2.27.1, 2.27.1
    • requests-unixsocket from 0.2.0 to 0.2.0, 0.2.0
    • rope from 0.22.0 to 0.22.0, 0.22.0
    • s3transfer from 0.5.0 to 0.5.0, 0.5.0
    • scikit-learn from 1.0.2 to 1.0.2, 1.0.2
    • scipy from 1.7.3 to 1.7.3, 1.7.3
    • seaborn from 0.11.2 to 0.11.2, 0.11.2
    • Send2Trash from 1.8.0 to 1.8.0, 1.8.0
    • setuptools from 61.2.0 to 61.2.0, 61.2.0
    • six from 1.16.0 to 1.16.0, 1.16.0
    • soupsieve from 2.3.1 to 2.3.1, 2.3.1
    • ssh-import-id from 5.10 to 5.10, 5.10
    • stack-data from 0.2.0 to 0.2.0, 0.2.0
    • statsmodels from 0.13.2 to 0.13.2, 0.13.2
    • tenacity from 8.0.1 to 8.0.1, 8.0.1
    • terminado from 0.13.1 to 0.13.1, 0.13.1
    • testpath from 0.5.0 to 0.5.0, 0.5.0
    • threadpoolctl from 2.2.0 to 2.2.0, 2.2.0
    • tokenize-rt from 4.2.1 to 4.2.1, 4.2.1
    • tomli from 1.2.2 to 1.2.2, 1.2.2
    • tornado from 6.1 to 6.1, 6.1
    • traitlets from 5.1.1 to 5.1.1, 5.1.1
    • typing_extensions from 4.1.1 to 4.1.1, 4.1.1
    • ujson from 5.1.0 to 5.1.0, 5.1.0
    • unattended-upgrades from 0.1 to 0.1, 0.1
    • urllib3 from 1.26.9 to 1.26.9, 1.26.9
    • virtualenv from 20.8.0 to 20.8.0, 20.8.0
    • wcwidth from 0.2.5 to 0.2.5, 0.2.5
    • webencodings from 0.5.1 to 0.5.1, 0.5.1
    • whatthepatch from 1.0.4 to 1.0.4, 1.0.4
    • wheel from 0.37.0 to 0.37.0, 0.37.0
    • widgetsnbextension from 3.6.1 to 3.6.1, 3.6.1
    • yapf from 0.31.0 to 0.31.0, 0.31.0
  • Updated R from 4.2.2 to 4.2.2, 4.2.2
  • Updated R libraries:
    • arrow from 10.0.0 to 10.0.0, 10.0.0
    • askpass from 1.1 to 1.1, 1.1
    • assertthat from 0.2.1 to 0.2.1, 0.2.1
    • backports from 1.4.1 to 1.4.1, 1.4.1
    • base64enc from 0.1-3 to 0.1-3, 0.1-3
    • bit from 4.0.4 to 4.0.4, 4.0.4
    • bit64 from 4.0.5 to 4.0.5, 4.0.5
    • blob from 1.2.3 to 1.2.3, 1.2.3
    • boot from 1.3-28 to 1.3-28, 1.3-28
    • brew from 1.0-8 to 1.0-8, 1.0-8
    • brio from 1.1.3 to 1.1.3, 1.1.3
    • broom from 1.0.1 to 1.0.1, 1.0.1
    • bslib from 0.4.1 to 0.4.1, 0.4.1
    • cachem from 1.0.6 to 1.0.6, 1.0.6
    • callr from 3.7.3 to 3.7.3, 3.7.3
    • caret from 6.0-93 to 6.0-93, 6.0-93
    • cellranger from 1.1.0 to 1.1.0, 1.1.0
    • chron from 2.3-58 to 2.3-58, 2.3-58
    • class from 7.3-21 to 7.3-21, 7.3-21
    • cli from 3.4.1 to 3.4.1, 3.4.1
    • clipr from 0.8.0 to 0.8.0, 0.8.0
    • clock from 0.6.1 to 0.6.1, 0.6.1
    • cluster from 2.1.4 to 2.1.4, 2.1.4
    • codetools from 0.2-19 to 0.2-19, 0.2-19
    • colorspace from 2.0-3 to 2.0-3, 2.0-3
    • commonmark from 1.8.1 to 1.8.1, 1.8.1
    • compiler from 4.2.2 to 4.2.2, 4.2.2
    • config from 0.3.1 to 0.3.1, 0.3.1
    • cpp11 from 0.4.3 to 0.4.3, 0.4.3
    • crayon from 1.5.2 to 1.5.2, 1.5.2
    • credentials from 1.3.2 to 1.3.2, 1.3.2
    • curl from 4.3.3 to 4.3.3, 4.3.3
    • data.table from 1.14.4 to 1.14.4, 1.14.4
    • datasets from 4.2.2 to 4.2.2, 4.2.2
    • DBI from 1.1.3 to 1.1.3, 1.1.3
    • dbplyr from 2.2.1 to 2.2.1, 2.2.1
    • desc from 1.4.2 to 1.4.2, 1.4.2
    • devtools from 2.4.5 to 2.4.5, 2.4.5
    • diffobj from 0.3.5 to 0.3.5, 0.3.5
    • digest from 0.6.30 to 0.6.30, 0.6.30
    • downlit from 0.4.2 to 0.4.2, 0.4.2
    • dplyr from 1.0.10 to 1.0.10, 1.0.10
    • dtplyr from 1.2.2 to 1.2.2, 1.2.2
    • e1071 from 1.7-12 to 1.7-12, 1.7-12
    • ellipsis from 0.3.2 to 0.3.2, 0.3.2
    • evaluate from 0.18 to 0.18, 0.18
    • fansi from 1.0.3 to 1.0.3, 1.0.3
    • farver from 2.1.1 to 2.1.1, 2.1.1
    • fastmap from 1.1.0 to 1.1.0, 1.1.0
    • fontawesome from 0.4.0 to 0.4.0, 0.4.0
    • forcats from 0.5.2 to 0.5.2, 0.5.2
    • foreach from 1.5.2 to 1.5.2, 1.5.2
    • foreign from 0.8-82 to 0.8-82, 0.8-82
    • forge from 0.2.0 to 0.2.0, 0.2.0
    • fs from 1.5.2 to 1.5.2, 1.5.2
    • future from 1.29.0 to 1.29.0, 1.29.0
    • future.apply from 1.10.0 to 1.10.0, 1.10.0
    • gargle from 1.2.1 to 1.2.1, 1.2.1
    • generics from 0.1.3 to 0.1.3, 0.1.3
    • gert from 1.9.1 to 1.9.1, 1.9.1
    • ggplot2 from 3.4.0 to 3.4.0, 3.4.0
    • gh from 1.3.1 to 1.3.1, 1.3.1
    • gitcreds from 0.1.2 to 0.1.2, 0.1.2
    • glmnet from 4.1-4 to 4.1-4, 4.1-4
    • globals from 0.16.1 to 0.16.1, 0.16.1
    • glue from 1.6.2 to 1.6.2, 1.6.2
    • googledrive from 2.0.0 to 2.0.0, 2.0.0
    • googlesheets4 from 1.0.1 to 1.0.1, 1.0.1
    • gower from 1.0.0 to 1.0.0, 1.0.0
    • graphics from 4.2.2 to 4.2.2, 4.2.2
    • grDevices from 4.2.2 to 4.2.2, 4.2.2
    • grid from 4.2.2 to 4.2.2, 4.2.2
    • gridExtra from 2.3 to 2.3, 2.3
    • gsubfn from 0.7 to 0.7, 0.7
    • gtable from 0.3.1 to 0.3.1, 0.3.1
    • hardhat from 1.2.0 to 1.2.0, 1.2.0
    • haven from 2.5.1 to 2.5.1, 2.5.1
    • highr from 0.9 to 0.9, 0.9
    • hms from 1.1.2 to 1.1.2, 1.1.2
    • htmltools from 0.5.3 to 0.5.3, 0.5.3
    • htmlwidgets from 1.5.4 to 1.5.4, 1.5.4
    • httpuv from 1.6.6 to 1.6.6, 1.6.6
    • httr from 1.4.4 to 1.4.4, 1.4.4
    • ids from 1.0.1 to 1.0.1, 1.0.1
    • ini from 0.3.1 to 0.3.1, 0.3.1
    • ipred from 0.9-13 to 0.9-13, 0.9-13
    • isoband from 0.2.6 to 0.2.6, 0.2.6
    • iterators from 1.0.14 to 1.0.14, 1.0.14
    • jquerylib from 0.1.4 to 0.1.4, 0.1.4
    • jsonlite from 1.8.3 to 1.8.3, 1.8.3
    • KernSmooth from 2.23-20 to 2.23-20, 2.23-20
    • knitr from 1.40 to 1.40, 1.40
    • labeling from 0.4.2 to 0.4.2, 0.4.2
    • later from 1.3.0 to 1.3.0, 1.3.0
    • lattice from 0.20-45 to 0.20-45, 0.20-45
    • lava from 1.7.0 to 1.7.0, 1.7.0
    • lifecycle from 1.0.3 to 1.0.3, 1.0.3
    • listenv from 0.8.0 to 0.8.0, 0.8.0
    • lubridate from 1.9.0 to 1.9.0, 1.9.0
    • magrittr from 2.0.3 to 2.0.3, 2.0.3
    • markdown from 1.3 to 1.3, 1.3
    • MASS from 7.3-58.2 to 7.3-58.2, 7.3-58.2
    • Matrix from 1.5-1 to 1.5-1, 1.5-1
    • memoise from 2.0.1 to 2.0.1, 2.0.1
    • methods from 4.2.2 to 4.2.2, 4.2.2
    • mgcv from 1.8-41 to 1.8-41, 1.8-41
    • mime from 0.12 to 0.12, 0.12
    • miniUI from 0.1.1.1 to 0.1.1.1, 0.1.1.1
    • ModelMetrics from 1.2.2.2 to 1.2.2.2, 1.2.2.2
    • modelr from 0.1.9 to 0.1.9, 0.1.9
    • munsell from 0.5.0 to 0.5.0, 0.5.0
    • nlme from 3.1-162 to 3.1-162, 3.1-162
    • nnet from 7.3-18 to 7.3-18, 7.3-18
    • numDeriv from 2016.8-1.1 to 2016.8-1.1, 2016.8-1.1
    • openssl from 2.0.4 to 2.0.4, 2.0.4
    • parallel from 4.2.2 to 4.2.2, 4.2.2
    • parallelly from 1.32.1 to 1.32.1, 1.32.1
    • pillar from 1.8.1 to 1.8.1, 1.8.1
    • pkgbuild from 1.3.1 to 1.3.1, 1.3.1
    • pkgconfig from 2.0.3 to 2.0.3, 2.0.3
    • pkgdown from 2.0.6 to 2.0.6, 2.0.6
    • pkgload from 1.3.1 to 1.3.1, 1.3.1
    • plogr from 0.2.0 to 0.2.0, 0.2.0
    • plyr from 1.8.7 to 1.8.7, 1.8.7
    • praise from 1.0.0 to 1.0.0, 1.0.0
    • prettyunits from 1.1.1 to 1.1.1, 1.1.1
    • pROC from 1.18.0 to 1.18.0, 1.18.0
    • processx from 3.8.0 to 3.8.0, 3.8.0
    • prodlim from 2019.11.13 to 2019.11.13, 2019.11.13
    • profvis from 0.3.7 to 0.3.7, 0.3.7
    • progress from 1.2.2 to 1.2.2, 1.2.2
    • progressr from 0.11.0 to 0.11.0, 0.11.0
    • promises from 1.2.0.1 to 1.2.0.1, 1.2.0.1
    • proto from 1.0.0 to 1.0.0, 1.0.0
    • proxy from 0.4-27 to 0.4-27, 0.4-27
    • ps from 1.7.2 to 1.7.2, 1.7.2
    • purrr from 0.3.5 to 0.3.5, 0.3.5
    • r2d3 from 0.2.6 to 0.2.6, 0.2.6
    • R6 from 2.5.1 to 2.5.1, 2.5.1
    • ragg from 1.2.4 to 1.2.4, 1.2.4
    • randomForest from 4.7-1.1 to 4.7-1.1, 4.7-1.1
    • rappdirs from 0.3.3 to 0.3.3, 0.3.3
    • rcmdcheck from 1.4.0 to 1.4.0, 1.4.0
    • RColorBrewer from 1.1-3 to 1.1-3, 1.1-3
    • Rcpp from 1.0.9 to 1.0.9, 1.0.9
    • RcppEigen from 0.3.3.9.3 to 0.3.3.9.3, 0.3.3.9.3
    • readr from 2.1.3 to 2.1.3, 2.1.3
    • readxl from 1.4.1 to 1.4.1, 1.4.1
    • recipes from 1.0.3 to 1.0.3, 1.0.3
    • rematch from 1.0.1 to 1.0.1, 1.0.1
    • rematch2 from 2.1.2 to 2.1.2, 2.1.2
    • remotes from 2.4.2 to 2.4.2, 2.4.2
    • reprex from 2.0.2 to 2.0.2, 2.0.2
    • reshape2 from 1.4.4 to 1.4.4, 1.4.4
    • rlang from 1.0.6 to 1.0.6, 1.0.6
    • rmarkdown from 2.18 to 2.18, 2.18
    • RODBC from 1.3-19 to 1.3-19, 1.3-19
    • roxygen2 from 7.2.1 to 7.2.1, 7.2.1
    • rpart from 4.1.19 to 4.1.19, 4.1.19
    • rprojroot from 2.0.3 to 2.0.3, 2.0.3
    • Rserve from 1.8-12 to 1.8-12, 1.8-12
    • RSQLite from 2.2.18 to 2.2.18, 2.2.18
    • rstudioapi from 0.14 to 0.14, 0.14
    • rversions from 2.1.2 to 2.1.2, 2.1.2
    • rvest from 1.0.3 to 1.0.3, 1.0.3
    • sass from 0.4.2 to 0.4.2, 0.4.2
    • scales from 1.2.1 to 1.2.1, 1.2.1
    • selectr from 0.4-2 to 0.4-2, 0.4-2
    • sessioninfo from 1.2.2 to 1.2.2, 1.2.2
    • shape from 1.4.6 to 1.4.6, 1.4.6
    • shiny from 1.7.3 to 1.7.3, 1.7.3
    • sourcetools from 0.1.7 to 0.1.7, 0.1.7
    • sparklyr from 1.7.8 to 1.7.8, 1.7.8
    • spatial from 7.3-11 to 7.3-11, 7.3-11
    • splines from 4.2.2 to 4.2.2, 4.2.2
    • sqldf from 0.4-11 to 0.4-11, 0.4-11
    • SQUAREM from 2021.1 to 2021.1, 2021.1
    • stats from 4.2.2 to 4.2.2, 4.2.2
    • stats4 from 4.2.2 to 4.2.2, 4.2.2
    • stringi from 1.7.8 to 1.7.8, 1.7.8
    • stringr from 1.4.1 to 1.4.1, 1.4.1
    • survival from 3.4-0 to 3.4-0, 3.4-0
    • sys from 3.4.1 to 3.4.1, 3.4.1
    • systemfonts from 1.0.4 to 1.0.4, 1.0.4
    • tcltk from 4.2.2 to 4.2.2, 4.2.2
    • testthat from 3.1.5 to 3.1.5, 3.1.5
    • textshaping from 0.3.6 to 0.3.6, 0.3.6
    • tibble from 3.1.8 to 3.1.8, 3.1.8
    • tidyr from 1.2.1 to 1.2.1, 1.2.1
    • tidyselect from 1.2.0 to 1.2.0, 1.2.0
    • tidyverse from 1.3.2 to 1.3.2, 1.3.2
    • timechange from 0.1.1 to 0.1.1, 0.1.1
    • timeDate from 4021.106 to 4021.106, 4021.106
    • tinytex from 0.42 to 0.42, 0.42
    • tools from 4.2.2 to 4.2.2, 4.2.2
    • tzdb from 0.3.0 to 0.3.0, 0.3.0
    • urlchecker from 1.0.1 to 1.0.1, 1.0.1
    • usethis from 2.1.6 to 2.1.6, 2.1.6
    • utf8 from 1.2.2 to 1.2.2, 1.2.2
    • utils from 4.2.2 to 4.2.2, 4.2.2
    • uuid from 1.1-0 to 1.1-0, 1.1-0
    • vctrs from 0.5.0 to 0.5.0, 0.5.0
    • viridisLite from 0.4.1 to 0.4.1, 0.4.1
    • vroom from 1.6.0 to 1.6.0, 1.6.0
    • waldo from 0.4.0 to 0.4.0, 0.4.0
    • whisker from 0.4 to 0.4, 0.4
    • withr from 2.5.0 to 2.5.0, 2.5.0
    • xfun from 0.34 to 0.34, 0.34
    • xml2 from 1.3.3 to 1.3.3, 1.3.3
    • xopen from 1.0.0 to 1.0.0, 1.0.0
    • xtable from 1.8-4 to 1.8-4, 1.8-4
    • yaml from 2.3.6 to 2.3.6, 2.3.6
    • zip from 2.2.2 to 2.2.2, 2.2.2
  • Updated Java libraries:
    • antlr.antlr from 2.7.7 to 2.7.7, 2.7.7
    • com.amazonaws.amazon-kinesis-client from 1.12.0 to 1.12.0, 1.12.0
    • com.amazonaws.aws-java-sdk-autoscaling from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudformation from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudfront from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudhsm from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudsearch from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudtrail from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudwatch from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudwatchmetrics from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-codedeploy from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cognitoidentity from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cognitosync from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-config from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-core from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-datapipeline from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-directconnect from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-directory from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-dynamodb from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-ec2 from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-ecs from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-efs from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-elasticache from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-elasticbeanstalk from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-elasticloadbalancing from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-elastictranscoder from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-emr from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-glacier from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-glue from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-iam from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-importexport from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-kinesis from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-kms from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-lambda from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-logs from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-machinelearning from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-opsworks from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-rds from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-redshift from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-route53 from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-s3 from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-ses from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-simpledb from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-simpleworkflow from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-sns from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-sqs from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-ssm from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-storagegateway from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-sts from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-support from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-swf-libraries from 1.11.22 to 1.11.22, 1.11.22
    • com.amazonaws.aws-java-sdk-workspaces from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.jmespath-java from 1.12.189 to 1.12.189, 1.12.189
    • com.chuusai.shapeless_2.12 from 2.3.3 to 2.3.3, 2.3.3
    • com.clearspring.analytics.stream from 2.9.6 to 2.9.6, 2.9.6
    • com.databricks.jets3t from 0.7.1-0 to 0.7.1-0, 0.7.1-0
    • com.databricks.Rserve from 1.8-3 to 1.8-3, 1.8-3
    • com.databricks.scalapb.compilerplugin_2.12 from 0.4.15-10 to 0.4.15-10, 0.4.15-10
    • com.databricks.scalapb.scalapb-runtime_2.12 from 0.4.15-10 to 0.4.15-10, 0.4.15-10
    • com.esotericsoftware.kryo-shaded from 4.0.2 to 4.0.2, 4.0.2
    • com.esotericsoftware.minlog from 1.3.0 to 1.3.0, 1.3.0
    • com.fasterxml.classmate from 1.3.4 to 1.3.4, 1.3.4
    • com.fasterxml.jackson.core.jackson-annotations from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.core.jackson-core from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.core.jackson-databind from 2.13.4.2 to 2.13.4.2, 2.13.4.2
    • com.fasterxml.jackson.dataformat.jackson-dataformat-cbor from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.datatype.jackson-datatype-joda from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.datatype.jackson-datatype-jsr310 from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.module.jackson-module-paranamer from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.module.jackson-module-scala_2.12 from 2.13.4 to 2.13.4, 2.13.4
    • com.github.ben-manes.caffeine.caffeine from 2.3.4 to 2.3.4, 2.3.4
    • com.github.fommil.jniloader from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.core from 1.1.2 to 1.1.2, 1.1.2
    • com.github.fommil.netlib.native_ref-java from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.native_ref-java-natives from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.native_system-java from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.native_system-java-natives from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_ref-linux-x86_64-natives from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_system-linux-x86_64-natives from 1.1 to 1.1, 1.1
    • com.github.luben.zstd-jni from 1.5.2-1 to 1.5.2-1, 1.5.2-1
    • com.github.wendykierp.JTransforms from 3.1 to 3.1, 3.1
    • com.google.code.findbugs.jsr305 from 3.0.0 to 3.0.0, 3.0.0
    • com.google.code.gson.gson from 2.8.6 to 2.8.6, 2.8.6
    • com.google.crypto.tink.tink from 1.6.1 to 1.6.1, 1.6.1
    • com.google.flatbuffers.flatbuffers-java from 1.12.0 to 1.12.0, 1.12.0
    • com.google.guava.guava from 15.0 to 15.0, 15.0
    • com.google.protobuf.protobuf-java from 2.6.1 to 2.6.1, 2.6.1
    • com.h2database.h2 from 2.0.204 to 2.0.204, 2.0.204
    • com.helger.profiler from 1.1.1 to 1.1.1, 1.1.1
    • com.jcraft.jsch from 0.1.50 to 0.1.50, 0.1.50
    • com.jolbox.bonecp from 0.8.0.RELEASE to 0.8.0.RELEASE, 0.8.0.RELEASE
    • com.lihaoyi.sourcecode_2.12 from 0.1.9 to 0.1.9, 0.1.9
    • com.microsoft.azure.azure-data-lake-store-sdk from 2.3.9 to 2.3.9, 2.3.9
    • com.ning.compress-lzf from 1.1 to 1.1, 1.1
    • com.sun.mail.javax.mail from 1.5.2 to 1.5.2, 1.5.2
    • com.tdunning.json from 1.8 to 1.8, 1.8
    • com.thoughtworks.paranamer.paranamer from 2.8 to 2.8, 2.8
    • com.trueaccord.lenses.lenses_2.12 from 0.4.12 to 0.4.12, 0.4.12
    • com.twitter.chill-java from 0.10.0 to 0.10.0, 0.10.0
    • com.twitter.chill_2.12 from 0.10.0 to 0.10.0, 0.10.0
    • com.twitter.util-app_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-core_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-function_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-jvm_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-lint_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-registry_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-stats_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.typesafe.config from 1.2.1 to 1.2.1, 1.2.1
    • com.typesafe.scala-logging.scala-logging_2.12 from 3.7.2 to 3.7.2, 3.7.2
    • com.uber.h3 from 3.7.0 to 3.7.0, 3.7.0
    • com.univocity.univocity-parsers from 2.9.1 to 2.9.1, 2.9.1
    • com.zaxxer.HikariCP from 4.0.3 to 4.0.3, 4.0.3
    • commons-cli.commons-cli from 1.5.0 to 1.5.0, 1.5.0
    • commons-codec.commons-codec from 1.15 to 1.15, 1.15
    • commons-collections.commons-collections from 3.2.2 to 3.2.2, 3.2.2
    • commons-dbcp.commons-dbcp from 1.4 to 1.4, 1.4
    • commons-fileupload.commons-fileupload from 1.3.3 to 1.3.3, 1.3.3
    • commons-httpclient.commons-httpclient from 3.1 to 3.1, 3.1
    • commons-io.commons-io from 2.11.0 to 2.11.0, 2.11.0
    • commons-lang.commons-lang from 2.6 to 2.6, 2.6
    • commons-logging.commons-logging from 1.1.3 to 1.1.3, 1.1.3
    • commons-pool.commons-pool from 1.5.4 to 1.5.4, 1.5.4
    • dev.ludovic.netlib.arpack from 2.2.1 to 2.2.1, 2.2.1
    • dev.ludovic.netlib.blas from 2.2.1 to 2.2.1, 2.2.1
    • dev.ludovic.netlib.lapack from 2.2.1 to 2.2.1, 2.2.1
    • info.ganglia.gmetric4j.gmetric4j from 1.0.10 to 1.0.10, 1.0.10
    • io.airlift.aircompressor from 0.21 to 0.21, 0.21
    • io.delta.delta-sharing-spark_2.12 from 0.6.11 to 0.6.11, 0.6.11
    • io.dropwizard.metrics.metrics-core from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-graphite from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-healthchecks from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-jetty9 from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-jmx from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-json from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-jvm from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-servlets from 4.1.1 to 4.1.1, 4.1.1
    • io.netty.netty-all from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-buffer from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-codec from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-common from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-handler from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-resolver from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-tcnative-classes from 2.0.48.Final to 2.0.48.Final, 2.0.48.Final
    • io.netty.netty-transport from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-classes-epoll from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-classes-kqueue from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-epoll-linux-aarch_64 from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-epoll-linux-x86_64 from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-kqueue-osx-aarch_64 from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-kqueue-osx-x86_64 from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-unix-common from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.prometheus.jmx.collector from 0.12.0 to 0.12.0, 0.12.0
    • io.prometheus.simpleclient from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_common from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_dropwizard from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_pushgateway from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_servlet from 0.7.0 to 0.7.0, 0.7.0
    • jakarta.annotation.jakarta.annotation-api from 1.3.5 to 1.3.5, 1.3.5
    • jakarta.servlet.jakarta.servlet-api from 4.0.3 to 4.0.3, 4.0.3
    • jakarta.validation.jakarta.validation-api from 2.0.2 to 2.0.2, 2.0.2
    • jakarta.ws.rs.jakarta.ws.rs-api from 2.1.6 to 2.1.6, 2.1.6
    • javax.activation.activation from 1.1.1 to 1.1.1, 1.1.1
    • javax.el.javax.el-api from 2.2.4 to 2.2.4, 2.2.4
    • javax.jdo.jdo-api from 3.0.1 to 3.0.1, 3.0.1
    • javax.transaction.jta from 1.1 to 1.1, 1.1
    • javax.transaction.transaction-api from 1.1 to 1.1, 1.1
    • javax.xml.bind.jaxb-api from 2.2.11 to 2.2.11, 2.2.11
    • javolution.javolution from 5.5.1 to 5.5.1, 5.5.1
    • jline.jline from 2.14.6 to 2.14.6, 2.14.6
    • joda-time.joda-time from 2.10.13 to 2.10.13, 2.10.13
    • net.java.dev.jna.jna from 5.8.0 to 5.8.0, 5.8.0
    • net.razorvine.pickle from 1.2 to 1.2, 1.2
    • net.sf.jpam.jpam from 1.1 to 1.1, 1.1
    • net.sf.opencsv.opencsv from 2.3 to 2.3, 2.3
    • net.sf.supercsv.super-csv from 2.2.0 to 2.2.0, 2.2.0
    • net.snowflake.snowflake-ingest-sdk from 0.9.6 to 0.9.6, 0.9.6
    • net.snowflake.snowflake-jdbc from 3.13.33 to 3.13.33, 3.13.33
    • net.sourceforge.f2j.arpack_combined_all from 0.1 to 0.1, 0.1
    • org.acplt.remotetea.remotetea-oncrpc from 1.1.2 to 1.1.2, 1.1.2
    • org.antlr.antlr-runtime from 3.5.2 to 3.5.2, 3.5.2
    • org.antlr.antlr4-runtime from 4.8 to 4.8, 4.8
    • org.antlr.ST4 from 4.0.4 to 4.0.4, 4.0.4
    • org.antlr.stringtemplate from 3.2.1 to 3.2.1, 3.2.1
    • org.apache.ant.ant from 1.9.2 to 1.9.2, 1.9.2
    • org.apache.ant.ant-jsch from 1.9.2 to 1.9.2, 1.9.2
    • org.apache.ant.ant-launcher from 1.9.2 to 1.9.2, 1.9.2
    • org.apache.arrow.arrow-format from 7.0.0 to 7.0.0, 7.0.0
    • org.apache.arrow.arrow-memory-core from 7.0.0 to 7.0.0, 7.0.0
    • org.apache.arrow.arrow-memory-netty from 7.0.0 to 7.0.0, 7.0.0
    • org.apache.arrow.arrow-vector from 7.0.0 to 7.0.0, 7.0.0
    • org.apache.avro.avro from 1.11.0 to 1.11.0, 1.11.0
    • org.apache.avro.avro-ipc from 1.11.0 to 1.11.0, 1.11.0
    • org.apache.avro.avro-mapred from 1.11.0 to 1.11.0, 1.11.0
    • org.apache.commons.commons-collections4 from 4.4 to 4.4, 4.4
    • org.apache.commons.commons-compress from 1.21 to 1.21, 1.21
    • org.apache.commons.commons-crypto from 1.1.0 to 1.1.0, 1.1.0
    • org.apache.commons.commons-lang3 from 3.12.0 to 3.12.0, 3.12.0
    • org.apache.commons.commons-math3 from 3.6.1 to 3.6.1, 3.6.1
    • org.apache.commons.commons-text from 1.10.0 to 1.10.0, 1.10.0
    • org.apache.curator.curator-client from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.curator.curator-framework from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.curator.curator-recipes from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.derby.derby from 10.14.2.0 to 10.14.2.0, 10.14.2.0
    • org.apache.hadoop.hadoop-client-api from 3.3.4-databricks to 3.3.4-databricks, 3.3.4-databricks
    • org.apache.hadoop.hadoop-client-runtime from 3.3.4 to 3.3.4, 3.3.4
    • org.apache.hive.hive-beeline from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-cli from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-jdbc from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-llap-client from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-llap-common from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-serde from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-shims from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-storage-api from 2.8.1 to 2.8.1, 2.8.1
    • org.apache.hive.shims.hive-shims-0.23 from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.shims.hive-shims-common from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.shims.hive-shims-scheduler from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.httpcomponents.httpclient from 4.5.13 to 4.5.13, 4.5.13
    • org.apache.httpcomponents.httpcore from 4.4.14 to 4.4.14, 4.4.14
    • org.apache.ivy.ivy from 2.5.1 to 2.5.1, 2.5.1
    • org.apache.logging.log4j.log4j-1.2-api from 2.18.0 to 2.18.0, 2.18.0
    • org.apache.logging.log4j.log4j-api from 2.18.0 to 2.18.0, 2.18.0
    • org.apache.logging.log4j.log4j-core from 2.18.0 to 2.18.0, 2.18.0
    • org.apache.logging.log4j.log4j-slf4j-impl from 2.18.0 to 2.18.0, 2.18.0
    • org.apache.mesos.mesos-shaded-protobuf from 1.4.0 to 1.4.0, 1.4.0
    • org.apache.orc.orc-core from 1.7.8 to 1.7.8, 1.7.8
    • org.apache.orc.orc-mapreduce from 1.7.8 to 1.7.8, 1.7.8
    • org.apache.orc.orc-shims from 1.7.8 to 1.7.8, 1.7.8
    • org.apache.parquet.parquet-column from 1.12.3-databricks-0009 to 1.12.3-databricks-0009, 1.12.3-databricks-0009
    • org.apache.parquet.parquet-common from 1.12.3-databricks-0009 to 1.12.3-databricks-0009, 1.12.3-databricks-0009
    • org.apache.parquet.parquet-encoding from 1.12.3-databricks-0009 to 1.12.3-databricks-0009, 1.12.3-databricks-0009
    • org.apache.parquet.parquet-format-structures from 1.12.3-databricks-0009 to 1.12.3-databricks-0009, 1.12.3-databricks-0009
    • org.apache.parquet.parquet-hadoop from 1.12.3-databricks-0009 to 1.12.3-databricks-0009, 1.12.3-databricks-0009
    • org.apache.parquet.parquet-jackson from 1.12.3-databricks-0009 to 1.12.3-databricks-0009, 1.12.3-databricks-0009
    • org.apache.thrift.libfb303 from 0.9.3 to 0.9.3, 0.9.3
    • org.apache.thrift.libthrift from 0.12.0 to 0.12.0, 0.12.0
    • org.apache.xbean.xbean-asm9-shaded from 4.20 to 4.20, 4.20
    • org.apache.yetus.audience-annotations from 0.13.0 to 0.13.0, 0.13.0
    • org.apache.zookeeper.zookeeper from 3.6.2 to 3.6.2, 3.6.2
    • org.apache.zookeeper.zookeeper-jute from 3.6.2 to 3.6.2, 3.6.2
    • org.checkerframework.checker-qual from 3.5.0 to 3.5.0, 3.5.0
    • org.codehaus.jackson.jackson-core-asl from 1.9.13 to 1.9.13, 1.9.13
    • org.codehaus.jackson.jackson-mapper-asl from 1.9.13 to 1.9.13, 1.9.13
    • org.codehaus.janino.commons-compiler from 3.0.16 to 3.0.16, 3.0.16
    • org.codehaus.janino.janino from 3.0.16 to 3.0.16, 3.0.16
    • org.datanucleus.datanucleus-api-jdo from 4.2.4 to 4.2.4, 4.2.4
    • org.datanucleus.datanucleus-core from 4.1.17 to 4.1.17, 4.1.17
    • org.datanucleus.datanucleus-rdbms from 4.1.19 to 4.1.19, 4.1.19
    • org.datanucleus.javax.jdo from 3.2.0-m3 to 3.2.0-m3, 3.2.0-m3
    • org.eclipse.jetty.jetty-client from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-continuation from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-http from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-io from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-jndi from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-plus from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-proxy from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-security from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-server from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-servlet from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-servlets from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-util from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-util-ajax from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-webapp from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-xml from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-api from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-client from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-common from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-server from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-servlet from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.fusesource.leveldbjni.leveldbjni-all from 1.8 to 1.8, 1.8
    • org.glassfish.hk2.external.aopalliance-repackaged from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.external.jakarta.inject from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-api from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-locator from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-utils from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.osgi-resource-locator from 1.0.3 to 1.0.3, 1.0.3
    • org.glassfish.jersey.containers.jersey-container-servlet from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.containers.jersey-container-servlet-core from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-client from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-common from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-server from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.inject.jersey-hk2 from 2.36 to 2.36, 2.36
    • org.hibernate.validator.hibernate-validator from 6.1.0.Final to 6.1.0.Final, 6.1.0.Final
    • org.javassist.javassist from 3.25.0-GA to 3.25.0-GA, 3.25.0-GA
    • org.jboss.logging.jboss-logging from 3.3.2.Final to 3.3.2.Final, 3.3.2.Final
    • org.jdbi.jdbi from 2.63.1 to 2.63.1, 2.63.1
    • org.jetbrains.annotations from 17.0.0 to 17.0.0, 17.0.0
    • org.joda.joda-convert from 1.7 to 1.7, 1.7
    • org.jodd.jodd-core from 3.5.2 to 3.5.2, 3.5.2
    • org.json4s.json4s-ast_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-core_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-jackson_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-scalap_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.lz4.lz4-java from 1.8.0 to 1.8.0, 1.8.0
    • org.mariadb.jdbc.mariadb-java-client from 2.7.4 to 2.7.4, 2.7.4
    • org.mlflow.mlflow-spark from 2.1.1 to 2.1.1, 2.1.1
    • org.objenesis.objenesis from 2.5.1 to 2.5.1, 2.5.1
    • org.postgresql.postgresql from 42.3.3 to 42.3.3, 42.3.3
    • org.roaringbitmap.RoaringBitmap from 0.9.45-databricks to 0.9.45-databricks, 0.9.45-databricks
    • org.roaringbitmap.shims from 0.9.45-databricks to 0.9.45-databricks, 0.9.45-databricks
    • org.rocksdb.rocksdbjni from 6.28.2 to 6.28.2, 6.28.2
    • org.rosuda.REngine.REngine from 2.1.0 to 2.1.0, 2.1.0
    • org.scala-lang.modules.scala-collection-compat_2.12 from 2.9.0 to 2.9.0, 2.9.0
    • org.scala-lang.modules.scala-parser-combinators_2.12 from 1.1.2 to 1.1.2, 1.1.2
    • org.scala-lang.modules.scala-xml_2.12 from 1.2.0 to 1.2.0, 1.2.0
    • org.scala-lang.scala-compiler_2.12 from 2.12.14 to 2.12.14, 2.12.14
    • org.scala-lang.scala-library_2.12 from 2.12.14 to 2.12.14, 2.12.14
    • org.scala-lang.scala-reflect_2.12 from 2.12.14 to 2.12.14, 2.12.14
    • org.scala-sbt.test-interface from 1.0 to 1.0, 1.0
    • org.scalacheck.scalacheck_2.12 from 1.14.2 to 1.14.2, 1.14.2
    • org.scalactic.scalactic_2.12 from 3.0.8 to 3.0.8, 3.0.8
    • org.scalanlp.breeze-macros_2.12 from 1.2 to 1.2, 1.2
    • org.scalanlp.breeze_2.12 from 1.2 to 1.2, 1.2
    • org.scalatest.scalatest_2.12 from 3.0.8 to 3.0.8, 3.0.8
    • org.slf4j.jcl-over-slf4j from 1.7.36 to 1.7.36, 1.7.36
    • org.slf4j.jul-to-slf4j from 1.7.36 to 1.7.36, 1.7.36
    • org.slf4j.slf4j-api from 1.7.36 to 1.7.36, 1.7.36
    • org.spark-project.spark.unused from 1.0.0 to 1.0.0, 1.0.0
    • org.threeten.threeten-extra from 1.5.0 to 1.5.0, 1.5.0
    • org.tukaani.xz from 1.9 to 1.9, 1.9
    • org.typelevel.algebra_2.12 from 2.0.1 to 2.0.1, 2.0.1
    • org.typelevel.cats-kernel_2.12 from 2.1.1 to 2.1.1, 2.1.1
    • org.typelevel.macro-compat_2.12 from 1.1.1 to 1.1.1, 1.1.1
    • org.typelevel.spire-macros_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire-platform_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire-util_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.wildfly.openssl.wildfly-openssl from 1.0.7.Final to 1.0.7.Final, 1.0.7.Final
    • org.xerial.snappy.snappy-java from 1.1.8.4 to 1.1.8.4, 1.1.8.4
    • org.xerial.sqlite-jdbc from 3.42.0.0 to 3.42.0.0, 3.42.0.0
    • org.yaml.snakeyaml from 1.24 to 1.24, 1.24
    • oro.oro from 2.0.8 to 2.0.8, 2.0.8
    • pl.edu.icm.JLargeArrays from 1.5 to 1.5, 1.5
    • software.amazon.cryptools.AmazonCorrettoCryptoProvider from 1.6.1 to 1.6.1, 1.6.1
    • software.amazon.ion.ion-java from 1.0.2 to 1.0.2, 1.0.2
    • stax.stax-api from 1.0.1 to 1.0.1, 1.0.1
  • Operating system security updates.

• June 17, 2025
  • Operating system security updates.

• June 3, 2025
  • Updated Python libraries:
    • certifi from 2019.11.28, 2021.10.8 to 2021.10.8
    • chardet from 3.0.4, 4.0.0 to 4.0.0
    • idna from 2.8, 3.3 to 3.3
    • requests from 2.22.0, 2.27.1 to 2.27.1
    • six from 1.14.0, 1.16.0 to 1.16.0
    • urllib3 from 1.25.8, 1.26.9 to 1.26.9
    • Added pip 21.2.4
    • Added setuptools 61.2.0
    • Added tomli 1.2.2
    • Added wcwidth 0.2.5
    • Added wheel 0.37.0
    • Removed distro 1.4.0
    • Removed distro-info 0.23+ubuntu1.1
    • Removed python-apt 2.0.1+ubuntu0.20.4.1
  • Updated Java libraries:
    • software.amazon.cryptools.AmazonCorrettoCryptoProvider from 1.6.1-linux-x86_64 to 1.6.1
  • Operating system security updates.

• May 20, 2025
  • [SPARK-42655][SQL] Incorrect ambiguous column reference error
  • Operating system security updates.

• April 22, 2025
  • [Behavior Change] Vacuum operations now perform Writer protocol checks similar to other operations, preventing unexpected cleanups on tables with newer features when run from incompatible older DBR versions.
  • Operating system security updates.

• April 9, 2025
  • Operating system security updates.

• March 11, 2025

  • Operating system security updates.

• December 10, 2024

  • Operating system security updates.

• November 26, 2024

  • Miscellaneous bug fixes.

• October 10, 2024

  • [SPARK-49743][SQL] OptimizeCsvJsonExpr should not change schema fields when pruning GetArrayStructFields

• September 25, 2024

  • [SPARK-49000][SQL] Fix “select count(distinct 1) from t” where t is empty table by expanding RewriteDistinctAggregates
  • [SPARK-46601] [CORE] Fix log error in handleStatusMessage
  • Miscellaneous bug fixes.

• September 17, 2024

  • Operating system security updates.

• August 29, 2024

  • Miscellaneous bug fixes.

• August 14, 2024

  • [SPARK-48941][SPARK-48970] Backport ML writer / reader fixes
  • [SPARK-49065][SQL] Rebasing in legacy formatters/parsers must support non JVM default time zones
  • [SPARK-49056][SQL] ErrorClassesJsonReader cannot handle null properly
  • [SPARK-48597][SQL] Introduce a marker for isStreaming property in text representation of logical plan
  • [SPARK-48463][ML] Make StringIndexer supporting nested input columns
  • Operating system security updates.

• August 1, 2024

  • [SPARK-48896] [SPARK-48909] [SPARK-48883] Backport spark ML writer fixes

• August 1, 2024

  • To apply required security patches, the Python version in Databricks Runtime 12.2 LTS is upgraded from 3.9.5 to 3.9.19.

• July 11, 2024

  • (Behavior change) DataFrames cached against Delta table sources are now invalidated if the source table is overwritten. This change means that all state changes to Delta tables now invalidate cached results. Use .checkpoint() to persist a table state throughout the lifetime of a DataFrame.
  • [SPARK-48481][SQL][SS] Do not apply OptimizeOneRowPlan against streaming Dataset
  • [SPARK-47070] Fix invalid aggregation after subquery rewrite
  • [SPARK-42741][SQL] Do not unwrap casts in binary comparison when literal is null
  • [SPARK-48445][SQL] Don't inline UDFs with expensive children
  • [SPARK-48503][SQL] Fix invalid scalar subqueries with group-by on non-equivalent columns that were incorrectly allowed
  • [SPARK-48383][SS] Throw better error for mismatched partitions in startOffset option in Kafka
  • Operating system security updates.

• June 17, 2024

  • [SPARK-48277] Improve error message for ErrorClassesJsonReader.getErrorMessage
  • Miscellaneous bug fixes.

• May 21, 2024

  • [SPARK-48105][SS] Fix the race condition between state store unloading and snapshotting
  • Operating system security updates.

• May 9, 2024

  • [SPARK-44251][SQL] Set nullable correctly on coalesced join key in full outer USING join
  • [SPARK-47973][CORE] Log call site in SparkContext.stop() and later in SparkContext.assertNotStopped()
  • [SPARK-47956][SQL] Sanity check for unresolved LCA reference
  • [SPARK-48018][SS] Fix null groupId causing missing param error when throwing KafkaException.couldNotReadOffsetRange
  • Operating system security updates.

• April 25, 2024

  • Operating system security updates.

• April 11, 2024

  • Operating system security updates.

• April 1, 2024

  • [SPARK-47305][SQL] Fix PruneFilters to tag the isStreaming flag of LocalRelation correctly when the plan has both batch and streaming
  • [SPARK-44252][SS] Define a new error class and apply for the case where loading state from DFS fails
  • [SPARK-47135][SS] Implement error classes for Kafka data loss exceptions
  • [SPARK-47200][SS] Error class for Foreach batch sink user function error
  • Operating system security updates.

• March 14, 2024

  • [SPARK-47176][SQL] Have a ResolveAllExpressionsUpWithPruning helper function
  • Revert “[SPARK-46861][CORE] Avoid Deadlock in DAGScheduler”
  • [SPARK-47125][SQL] Return null if Univocity never triggers parsing
  • [SPARK-47167][SQL] Add concrete class for JDBC anonymous relation
  • Operating system security updates.

• February 29, 2024

  • Fixed an issue where using a local collection as source in a MERGE command could result in the operation metric numSourceRows reporting double the correct number of rows.
  • Creating a schema with a defined location now requires the user to have SELECT and MODIFY privileges on ANY FILE.
  • [SPARK-45582][SS] Ensure that store instance is not used after calling commit within output mode streaming aggregation
  • Operating system security updates.

• February 13, 2024

  • [SPARK-46861] Avoid Deadlock in DAGScheduler.
  • [SPARK-46794] Remove subqueries from LogicalRDD constraints.
  • Operating system security updates.

• January 31, 2024

  • [SPARK-46763] Fix assertion failure in ReplaceDeduplicateWithAggregate for duplicate attributes.
  • Operating system security updates.

• December 25, 2023

  • To avoid increased latency when communicating over TLSv1.3, this maintenance release includes a patch to the JDK 8 installation to fix JDK bug JDK-8293562.
  • [SPARK-39440] Add a config to disable event timeline.
  • [SPARK-46132] Support key password for JKS keys for RPC SSL.
  • [SPARK-46394] Fix spark.catalog.listDatabases() issues on schemas with special characters when spark.sql.legacy.keepCommandOutputSchema set to true.
  • [SPARK-46417] Do not fail when calling hive.getTable and throwException is false.
  • [SPARK-43067] Correct the location of error class resource file in Kafka connector.
  • [SPARK-46249] Require instance lock for acquiring RocksDB metrics to prevent race with background operations.
  • [SPARK-46602] Propagate allowExisting in view creation when the view/table does not exists.
  • [SPARK-46058] Add separate flag for privateKeyPassword.
  • [SPARK-46145] spark.catalog.listTables does not throw exception when the table or view is not found.
  • [SPARK-46538] Fix the ambiguous column reference issue in ALSModel.transform.
  • [SPARK-42852] Revert NamedLambdaVariable related changes from EquivalentExpressions.

• December 14, 2023

  • Fixed an issue where escaped underscores in getColumns operations originating from JDBC or ODBC clients were handled incorrectly and interpreted as wildcards.
  • [SPARK-44582] Skip iterator on SMJ if it was cleaned up.
  • [SPARK-45920] group by ordinal should be idempotent.
  • [SPARK-45655] Allow non-deterministic expressions inside AggregateFunctions in CollectMetrics.
  • Operating system security updates.

• November 29, 2023

  • Installed a new package, pyarrow-hotfix to remediate a PyArrow RCE vulnerability.
  • Fixed an issue where escaped underscores in getColumns operations originating from JDBC or ODBC clients were wrongly interpreted as wildcards.
  • [SPARK-42205] Removed logging accumulables in Stage and Task start events.
  • [SPARK-44846] Removed complex grouping expressions after RemoveRedundantAggregates.
  • [SPARK-43718] Fixed nullability for keys in USING joins.
  • [SPARK-45544] Integrated SSL support into TransportContext.
  • [SPARK-43973] Structured Streaming UI now displays failed queries correctly.
  • [SPARK-45730] Improved time constraints for ReloadingX509TrustManagerSuite.
  • [SPARK-45859] Made UDF objects in ml.functions lazy.
  • Operating system security updates.

• November 14, 2023

  • Partition filters on Delta Lake streaming queries are pushed down before rate limiting to achieve better utilization.
  • [SPARK-45545] SparkTransportConf inherits SSLOptions upon creation.
  • [SPARK-45427] Added RPC SSL settings to SSLOptions and SparkTransportConf.
  • [SPARK-45584] Fixed subquery run failure with TakeOrderedAndProjectExec.
  • [SPARK-45541] Added SSLFactory.
  • [SPARK-45430] FramelessOffsetWindowFunction no longer fails when IGNORE NULLS and offset > rowCount.
  • [SPARK-45429] Added helper classes for SSL RPC communication.
  • Operating system security updates.

• October 24, 2023

  • [SPARK-45426] Added support for ReloadingX509TrustManager.
  • Miscellaneous fixes.

• October 13, 2023

  • Snowflake-jdbc dependency upgraded from 3.13.29 to 3.13.33.
  • [SPARK-42553] Ensure at least one time unit after interval.
  • [SPARK-45346] Parquet schema inference respects case sensitive flag when merging schema.
  • [SPARK-45178] Fallback to running a single batch for Trigger.AvailableNow with unsupported sources rather than using the wrapper.
  • [SPARK-45084] StateOperatorProgress to use an accurate, adequate shuffle partition number.

• September 12, 2023

  • [SPARK-44873] Added support for alter view with nested columns in the Hive client.
  • [SPARK-44718] Match ColumnVector memory-mode config default to OffHeapMemoryMode config value.
  • [SPARK-43799] Added descriptor binary option to PySpark Protobuf API.
  • Miscellaneous fixes.

• August 30, 2023

  • [SPARK-44485] Optimized TreeNode.generateTreeString.
  • [SPARK-44818] Fixed race for pending task interrupt issued before taskThread is initialized.
  • [SPARK-44871][11.3-13.0] Fixed percentile_disc behavior.
  • [SPARK-44714] Eased restriction of LCA resolution regarding queries.
  • Operating system security updates.

• August 15, 2023

  • [SPARK-44504] Maintenance task cleans up loaded providers on stop error.
  • [SPARK-44464] Fixed applyInPandasWithStatePythonRunner to output rows that have Null as the first column value.
  • Operating system security updates.

• July 29, 2023

  • Fixed an issue where dbutils.fs.ls() returned INVALID_PARAMETER_VALUE.LOCATION_OVERLAP when called for a storage location path which clashed with other external or managed storage location.
  • [SPARK-44199] CacheManager no longer refreshes the fileIndex unnecessarily.
  • Operating system security updates.

• July 24, 2023

  • [SPARK-44337] Fixed an issue where any field set to Any.getDefaultInstance caused parse errors.
  • [SPARK-44136] Fixed an issue where StateManager would get materialized in an executor instead of the driver in FlatMapGroupsWithStateExec.
  • Operating system security updates.

• June 23, 2023

  • Operating system security updates.

• June 15, 2023

  • Photonized approx_count_distinct.
  • Snowflake-jdbc library is upgraded to 3.13.29 to address a security issue.
  • [SPARK-43779] ParseToDate now loads EvalMode in the main thread.
  • [SPARK-43156][SPARK-43098] Extended scalar subquery count error test with decorrelateInnerQuery turned off.
  • Operating system security updates.

• June 2, 2023

  • The JSON parser in failOnUnknownFields mode drops a record in DROPMALFORMED mode and fails directly in FAILFAST mode.
  • Improve the performance of incremental updates with SHALLOW CLONE Apache Iceberg and Apache Parquet.
  • Fixed an issue in Auto Loader where different source file formats were inconsistent when the provided schema did not include inferred partitions. This issue could cause unexpected failures when reading files with missing columns in the inferred partition schema.
  • [SPARK-43404] Skip reusing the sst file for the same version of RocksDB state store to avoid the ID mismatch error.
  • [SPARK-43413][11.3-13.0] Fixed IN subquery ListQuery nullability.
  • [SPARK-43522] Fixed creating struct column name with index of array.
  • [SPARK-43541] Propagate all Project tags in resolving of expressions and missing columns.
  • [SPARK-43527] Fixed catalog.listCatalogs in PySpark.
  • [SPARK-43123] Internal field metadata no longer leaks to catalogs.
  • [SPARK-43340] Fixed missing stack trace field in eventlogs.
  • [SPARK-42444] DataFrame.drop now handles duplicated columns correctly.
  • [SPARK-42937] PlanSubqueries now sets InSubqueryExec#shouldBroadcast to true.
  • [SPARK-43286] Updated aes_encrypt CBC mode to generate random IVs.
  • [SPARK-43378] Properly close stream objects in deserializeFromChunkedBuffer.

• May 17, 2023

  • Parquet scans are now robust against OOMs when scanning exceptionally structured files by dynamically adjusting batch size. File metadata is analyzed to preemptively lower batch size and is lowered again on task retries as a final safety net.
  • If an Avro file was read with just the failOnUnknownFields option or with Auto Loader in the failOnNewColumns schema evolution mode, columns that have different data types would be read as null instead of throwing an error stating that the file cannot be read. These reads now fail and recommend users to use the rescuedDataColumn option.
  • Auto Loader now does the following.
  • • Correctly reads and no longer rescues Integer, Short, and Byte types if one of these data types is provided, but the Avro file suggests one of the other two types.
  • • Prevents reading interval types as date or time stamp types to avoid getting corrupt dates.
  • • Prevents reading Decimal types with lower precision.
  • [SPARK-43172] Exposes host and token from Spark connect client.
  • [SPARK-43293] __qualified_access_only is ignored in normal columns.
  • [SPARK-43098] Fixed correctness COUNT bug when scalar subquery is grouped by clause.
  • [SPARK-43085] Support for column DEFAULT assignment for multi-part table names.
  • [SPARK-43190] ListQuery.childOutput is now consistent with secondary output.
  • [SPARK-43192] Removed user agent charset validation.
  • Operating system security updates.

• April 25, 2023

  • If a Parquet file was read with just the failOnUnknownFields option or with Auto Loader in the failOnNewColumns schema evolution mode, columns that had different data types would be read as null instead of throwing an error stating that the file cannot be read. These reads now fail and recommend users to use the rescuedDataColumn option.
  • Auto Loader now correctly reads and no longer rescues Integer, Short, and Byte types if one of these data types is provided. The Parquet file suggests one of the other two types. When the rescued data column was previously enabled, the data type mismatch would cause columns to be saved even though they were readable.
  • [SPARK-43009] Parameterized sql() with Any constants
  • [SPARK-42406] Terminate Protobuf recursive fields by dropping the field
  • [SPARK-43038] Support the CBC mode by aes_encrypt()/aes_decrypt()
  • [SPARK-42971] Change to print workdir if appDirs is null when worker handle WorkDirCleanup event
  • [SPARK-43018] Fix bug for INSERT commands with timestamp literals
  • Operating system security updates.

• April 11, 2023

  • Support legacy data source formats in the SYNC command.
  • Fixes an issue in the %autoreload behavior in notebooks outside of a repo.
  • Fixed an issue where Auto Loader schema evolution can go into an infinite fail loop when a new column is detected in the schema of a nested JSON object.
  • [SPARK-42928] Makes resolvePersistentFunction synchronized.
  • [SPARK-42936] Fixes LCan issue when the clause can be resolved directly by its child aggregate.
  • [SPARK-42967] Fixes SparkListenerTaskStart.stageAttemptId when a task starts after the stage is canceled.
  • Operating system security updates.

• March 29, 2023

  • Databricks SQL now supports specifying default values for columns of Delta Lake tables, either at table creation time or afterward. Subsequent INSERT, UPDATE, DELETE, and MERGE commands can refer to any column's default value using the explicit DEFAULT keyword. In addition, if any INSERT assignment has an explicit list of fewer columns than the target table, corresponding column default values are substituted for the remaining columns (or NULL if no default is specified).

    For example:

    CREATE TABLE t (first INT, second DATE DEFAULT CURRENT_DATE());
    INSERT INTO t VALUES (0, DEFAULT);
    INSERT INTO t VALUES (1, DEFAULT);
    SELECT first, second FROM t;
    > 0, 2023-03-28
    1, 2023-03-28z
    

  • Auto Loader now initiates at least one synchronous RocksDB log cleanup for Trigger.AvailableNow streams to check that the checkpoint can get regularly cleaned up for fast-running Auto Loader streams. This can cause some streams to take longer before they shut down, but it will save you storage costs and improve the Auto Loader experience in future runs.

  • You can now modify a Delta table to add support to table features using DeltaTable.addFeatureSupport(feature_name).

  • [SPARK-42794] Increase the lockAcquireTimeoutMs to 2 minutes for acquiring the RocksDB state store in Structure Streaming

  • [SPARK-42521] Add NULLs for INSERTs with user-specified lists of fewer columns than the target table

  • [SPARK-42702][SPARK-42623] Support parameterized query in subquery and CTE

  • [SPARK-42668] Catch exception while trying to close the compressed stream in HDFSStateStoreProvider stop

  • [SPARK-42403] JsonProtocol should handle null JSON strings

• March 8, 2023

  • The error message “Failure to initialize configuration” has been improved to provide more context for the customer.
  • There is a terminology change for adding features to a Delta table using the table property. The preferred syntax is now 'delta.feature.featureName'='supported' instead of 'delta.feature.featureName'='enabled'. For backward compatibility, using 'delta.feature.featureName'='enabled' still works and will continue to work.
  • Starting from this release, it is possible to create/replace a table with an additional table property delta.ignoreProtocolDefaults to ignore protocol-related Spark configs, which includes default reader and writer versions and table features supported by default.
  • [SPARK-42070] Change the default value of the argument of the Mask function from -1 to NULL
  • [SPARK-41793] Incorrect result for window frames defined by a range clause on significant decimals
  • [SPARK-42484] UnsafeRowUtils better error message
  • [SPARK-42516] Always capture the session time zone config while creating views
  • [SPARK-42635] Fix the TimestampAdd expression.
  • [SPARK-42622] Turned off substitution in values
  • [SPARK-42534] Fix DB2Dialect Limit clause
  • [SPARK-42121] Add built-in table-valued functions posexplode, posexplode_outer, json_tuple and stack
  • [SPARK-42045] ANSI SQL mode: Round/Bround should return an error on tiny/small/significant integer overflow
  • Operating system security updates.

Databricks Runtime 11.3 LTS

See Databricks Runtime 11.3 LTS.

• July 1, 2025
  • Updated Python libraries:
    • argon2-cffi from 20.1.0 to 20.1.0, 20.1.0
    • async-generator from 1.10 to 1.10, 1.10
    • attrs from 21.2.0 to 21.2.0, 21.2.0
    • backcall from 0.2.0 to 0.2.0, 0.2.0
    • backports.entry-points-selectable from 1.1.1 to 1.1.1, 1.1.1
    • black from 22.3.0 to 22.3.0, 22.3.0
    • bleach from 4.0.0 to 4.0.0, 4.0.0
    • boto3 from 1.21.18 to 1.21.18, 1.21.18
    • botocore from 1.24.18 to 1.24.18, 1.24.18
    • certifi from 2021.10.8 to 2021.10.8, 2021.10.8
    • cffi from 1.14.6 to 1.14.6, 1.14.6
    • chardet from 4.0.0 to 4.0.0, 4.0.0
    • charset-normalizer from 2.0.4 to 2.0.4, 2.0.4
    • click from 8.0.3 to 8.0.3, 8.0.3
    • cryptography from 3.4.8 to 3.4.8, 3.4.8
    • cycler from 0.10.0 to 0.10.0, 0.10.0
    • Cython from 0.29.24 to 0.29.24, 0.29.24
    • dbus-python from 1.2.16 to 1.2.16, 1.2.16
    • debugpy from 1.4.1 to 1.4.1, 1.4.1
    • decorator from 5.1.0 to 5.1.0, 5.1.0
    • defusedxml from 0.7.1 to 0.7.1, 0.7.1
    • distlib from 0.3.6 to 0.3.6, 0.3.6
    • entrypoints from 0.3 to 0.3, 0.3
    • facets-overview from 1.0.0 to 1.0.0, 1.0.0
    • filelock from 3.8.0 to 3.8.0, 3.8.0
    • idna from 3.2 to 3.2, 3.2
    • ipykernel from 6.12.1 to 6.12.1, 6.12.1
    • ipython from 7.32.0 to 7.32.0, 7.32.0
    • ipython-genutils from 0.2.0 to 0.2.0, 0.2.0
    • ipywidgets from 7.7.0 to 7.7.0, 7.7.0
    • jedi from 0.18.0 to 0.18.0, 0.18.0
    • Jinja2 from 2.11.3 to 2.11.3, 2.11.3
    • jmespath from 0.10.0 to 0.10.0, 0.10.0
    • joblib from 1.0.1 to 1.0.1, 1.0.1
    • jsonschema from 3.2.0 to 3.2.0, 3.2.0
    • jupyter-client from 6.1.12 to 6.1.12, 6.1.12
    • jupyter-core from 4.8.1 to 4.8.1, 4.8.1
    • jupyterlab-pygments from 0.1.2 to 0.1.2, 0.1.2
    • jupyterlab-widgets from 1.0.0 to 1.0.0, 1.0.0
    • kiwisolver from 1.3.1 to 1.3.1, 1.3.1
    • MarkupSafe from 2.0.1 to 2.0.1, 2.0.1
    • matplotlib from 3.4.3 to 3.4.3, 3.4.3
    • matplotlib-inline from 0.1.2 to 0.1.2, 0.1.2
    • mistune from 0.8.4 to 0.8.4, 0.8.4
    • mypy-extensions from 0.4.3 to 0.4.3, 0.4.3
    • nbclient from 0.5.3 to 0.5.3, 0.5.3
    • nbconvert from 6.1.0 to 6.1.0, 6.1.0
    • nbformat from 5.1.3 to 5.1.3, 5.1.3
    • nest-asyncio from 1.5.1 to 1.5.1, 1.5.1
    • notebook from 6.4.5 to 6.4.5, 6.4.5
    • numpy from 1.20.3 to 1.20.3, 1.20.3
    • packaging from 21.0 to 21.0, 21.0
    • pandas from 1.3.4 to 1.3.4, 1.3.4
    • pandocfilters from 1.4.3 to 1.4.3, 1.4.3
    • parso from 0.8.2 to 0.8.2, 0.8.2
    • pathspec from 0.9.0 to 0.9.0, 0.9.0
    • patsy from 0.5.2 to 0.5.2, 0.5.2
    • pexpect from 4.8.0 to 4.8.0, 4.8.0
    • pickleshare from 0.7.5 to 0.7.5, 0.7.5
    • Pillow from 8.4.0 to 8.4.0, 8.4.0
    • pip from 21.2.4 to 21.2.4, 21.2.4
    • platformdirs from 2.5.2 to 2.5.2, 2.5.2
    • plotly from 5.9.0 to 5.9.0, 5.9.0
    • prometheus-client from 0.11.0 to 0.11.0, 0.11.0
    • prompt-toolkit from 3.0.20 to 3.0.20, 3.0.20
    • protobuf from 4.21.5 to 4.21.5, 4.21.5
    • psutil from 5.8.0 to 5.8.0, 5.8.0
    • psycopg2 from 2.9.3 to 2.9.3, 2.9.3
    • ptyprocess from 0.7.0 to 0.7.0, 0.7.0
    • pyarrow from 7.0.0 to 7.0.0, 7.0.0
    • pyarrow-hotfix from 0.5 to 0.5, 0.5
    • pycparser from 2.20 to 2.20, 2.20
    • Pygments from 2.10.0 to 2.10.0, 2.10.0
    • PyGObject from 3.36.0 to 3.36.0, 3.36.0
    • pyodbc from 4.0.31 to 4.0.31, 4.0.31
    • pyparsing from 3.0.4 to 3.0.4, 3.0.4
    • pyrsistent from 0.18.0 to 0.18.0, 0.18.0
    • python-dateutil from 2.8.2 to 2.8.2, 2.8.2
    • pytz from 2021.3 to 2021.3, 2021.3
    • pyzmq from 22.2.1 to 22.2.1, 22.2.1
    • requests from 2.26.0 to 2.26.0, 2.26.0
    • requests-unixsocket from 0.2.0 to 0.2.0, 0.2.0
    • s3transfer from 0.5.2 to 0.5.2, 0.5.2
    • scikit-learn from 0.24.2 to 0.24.2, 0.24.2
    • scipy from 1.7.1 to 1.7.1, 1.7.1
    • seaborn from 0.11.2 to 0.11.2, 0.11.2
    • Send2Trash from 1.8.0 to 1.8.0, 1.8.0
    • setuptools from 58.0.4 to 58.0.4, 58.0.4
    • six from 1.16.0 to 1.16.0, 1.16.0
    • ssh-import-id from 5.10 to 5.10, 5.10
    • statsmodels from 0.12.2 to 0.12.2, 0.12.2
    • tenacity from 8.0.1 to 8.0.1, 8.0.1
    • terminado from 0.9.4 to 0.9.4, 0.9.4
    • testpath from 0.5.0 to 0.5.0, 0.5.0
    • threadpoolctl from 2.2.0 to 2.2.0, 2.2.0
    • tokenize-rt from 4.2.1 to 4.2.1, 4.2.1
    • tomli from 2.0.1 to 2.0.1, 2.0.1
    • tornado from 6.1 to 6.1, 6.1
    • traitlets from 5.1.0 to 5.1.0, 5.1.0
    • typing-extensions from 3.10.0.2 to 3.10.0.2, 3.10.0.2
    • unattended-upgrades from 0.1 to 0.1, 0.1
    • urllib3 from 1.26.7 to 1.26.7, 1.26.7
    • virtualenv from 20.8.0 to 20.8.0, 20.8.0
    • wcwidth from 0.2.5 to 0.2.5, 0.2.5
    • webencodings from 0.5.1 to 0.5.1, 0.5.1
    • wheel from 0.37.0 to 0.37.0, 0.37.0
    • widgetsnbextension from 3.6.0 to 3.6.0, 3.6.0
  • Updated R from 4.1.3 to 4.1.3, 4.1.3
  • Updated R libraries:
    • askpass from 1.1 to 1.1, 1.1
    • assertthat from 0.2.1 to 0.2.1, 0.2.1
    • backports from 1.4.1 to 1.4.1, 1.4.1
    • base64enc from 0.1-3 to 0.1-3, 0.1-3
    • bit from 4.0.4 to 4.0.4, 4.0.4
    • bit64 from 4.0.5 to 4.0.5, 4.0.5
    • blob from 1.2.3 to 1.2.3, 1.2.3
    • boot from 1.3-28 to 1.3-28, 1.3-28
    • brew from 1.0-7 to 1.0-7, 1.0-7
    • brio from 1.1.3 to 1.1.3, 1.1.3
    • broom from 1.0.1 to 1.0.1, 1.0.1
    • bslib from 0.4.0 to 0.4.0, 0.4.0
    • cachem from 1.0.6 to 1.0.6, 1.0.6
    • callr from 3.7.2 to 3.7.2, 3.7.2
    • caret from 6.0-93 to 6.0-93, 6.0-93
    • cellranger from 1.1.0 to 1.1.0, 1.1.0
    • chron from 2.3-57 to 2.3-57, 2.3-57
    • class from 7.3-20 to 7.3-20, 7.3-20
    • cli from 3.3.0 to 3.3.0, 3.3.0
    • clipr from 0.8.0 to 0.8.0, 0.8.0
    • cluster from 2.1.3 to 2.1.3, 2.1.3
    • codetools from 0.2-18 to 0.2-18, 0.2-18
    • colorspace from 2.0-3 to 2.0-3, 2.0-3
    • commonmark from 1.8.0 to 1.8.0, 1.8.0
    • compiler from 4.1.3 to 4.1.3, 4.1.3
    • config from 0.3.1 to 0.3.1, 0.3.1
    • cpp11 from 0.4.2 to 0.4.2, 0.4.2
    • crayon from 1.5.1 to 1.5.1, 1.5.1
    • credentials from 1.3.2 to 1.3.2, 1.3.2
    • curl from 4.3.2 to 4.3.2, 4.3.2
    • data.table from 1.14.2 to 1.14.2, 1.14.2
    • datasets from 4.1.3 to 4.1.3, 4.1.3
    • DBI from 1.1.3 to 1.1.3, 1.1.3
    • dbplyr from 2.2.1 to 2.2.1, 2.2.1
    • desc from 1.4.1 to 1.4.1, 1.4.1
    • devtools from 2.4.4 to 2.4.4, 2.4.4
    • diffobj from 0.3.5 to 0.3.5, 0.3.5
    • digest from 0.6.29 to 0.6.29, 0.6.29
    • downlit from 0.4.2 to 0.4.2, 0.4.2
    • dplyr from 1.0.10 to 1.0.10, 1.0.10
    • dtplyr from 1.2.2 to 1.2.2, 1.2.2
    • e1071 from 1.7-11 to 1.7-11, 1.7-11
    • ellipsis from 0.3.2 to 0.3.2, 0.3.2
    • evaluate from 0.16 to 0.16, 0.16
    • fansi from 1.0.3 to 1.0.3, 1.0.3
    • farver from 2.1.1 to 2.1.1, 2.1.1
    • fastmap from 1.1.0 to 1.1.0, 1.1.0
    • fontawesome from 0.3.0 to 0.3.0, 0.3.0
    • forcats from 0.5.2 to 0.5.2, 0.5.2
    • foreach from 1.5.2 to 1.5.2, 1.5.2
    • foreign from 0.8-82 to 0.8-82, 0.8-82
    • forge from 0.2.0 to 0.2.0, 0.2.0
    • fs from 1.5.2 to 1.5.2, 1.5.2
    • future from 1.28.0 to 1.28.0, 1.28.0
    • future.apply from 1.9.1 to 1.9.1, 1.9.1
    • gargle from 1.2.0 to 1.2.0, 1.2.0
    • generics from 0.1.3 to 0.1.3, 0.1.3
    • gert from 1.8.0 to 1.8.0, 1.8.0
    • ggplot2 from 3.3.6 to 3.3.6, 3.3.6
    • gh from 1.3.0 to 1.3.0, 1.3.0
    • gitcreds from 0.1.1 to 0.1.1, 0.1.1
    • glmnet from 4.1-4 to 4.1-4, 4.1-4
    • globals from 0.16.1 to 0.16.1, 0.16.1
    • glue from 1.6.2 to 1.6.2, 1.6.2
    • googledrive from 2.0.0 to 2.0.0, 2.0.0
    • googlesheets4 from 1.0.1 to 1.0.1, 1.0.1
    • gower from 1.0.0 to 1.0.0, 1.0.0
    • graphics from 4.1.3 to 4.1.3, 4.1.3
    • grDevices from 4.1.3 to 4.1.3, 4.1.3
    • grid from 4.1.3 to 4.1.3, 4.1.3
    • gridExtra from 2.3 to 2.3, 2.3
    • gsubfn from 0.7 to 0.7, 0.7
    • gtable from 0.3.1 to 0.3.1, 0.3.1
    • hardhat from 1.2.0 to 1.2.0, 1.2.0
    • haven from 2.5.1 to 2.5.1, 2.5.1
    • highr from 0.9 to 0.9, 0.9
    • hms from 1.1.2 to 1.1.2, 1.1.2
    • htmltools from 0.5.3 to 0.5.3, 0.5.3
    • htmlwidgets from 1.5.4 to 1.5.4, 1.5.4
    • httpuv from 1.6.5 to 1.6.5, 1.6.5
    • httr from 1.4.4 to 1.4.4, 1.4.4
    • ids from 1.0.1 to 1.0.1, 1.0.1
    • ini from 0.3.1 to 0.3.1, 0.3.1
    • ipred from 0.9-13 to 0.9-13, 0.9-13
    • isoband from 0.2.5 to 0.2.5, 0.2.5
    • iterators from 1.0.14 to 1.0.14, 1.0.14
    • jquerylib from 0.1.4 to 0.1.4, 0.1.4
    • jsonlite from 1.8.0 to 1.8.0, 1.8.0
    • KernSmooth from 2.23-20 to 2.23-20, 2.23-20
    • knitr from 1.40 to 1.40, 1.40
    • labeling from 0.4.2 to 0.4.2, 0.4.2
    • later from 1.3.0 to 1.3.0, 1.3.0
    • lattice from 0.20-45 to 0.20-45, 0.20-45
    • lava from 1.6.10 to 1.6.10, 1.6.10
    • lifecycle from 1.0.1 to 1.0.1, 1.0.1
    • listenv from 0.8.0 to 0.8.0, 0.8.0
    • lubridate from 1.8.0 to 1.8.0, 1.8.0
    • magrittr from 2.0.3 to 2.0.3, 2.0.3
    • markdown from 1.1 to 1.1, 1.1
    • MASS from 7.3-56 to 7.3-56, 7.3-56
    • Matrix from 1.4-1 to 1.4-1, 1.4-1
    • memoise from 2.0.1 to 2.0.1, 2.0.1
    • methods from 4.1.3 to 4.1.3, 4.1.3
    • mgcv from 1.8-40 to 1.8-40, 1.8-40
    • mime from 0.12 to 0.12, 0.12
    • miniUI from 0.1.1.1 to 0.1.1.1, 0.1.1.1
    • ModelMetrics from 1.2.2.2 to 1.2.2.2, 1.2.2.2
    • modelr from 0.1.9 to 0.1.9, 0.1.9
    • munsell from 0.5.0 to 0.5.0, 0.5.0
    • nlme from 3.1-157 to 3.1-157, 3.1-157
    • nnet from 7.3-17 to 7.3-17, 7.3-17
    • numDeriv from 2016.8-1.1 to 2016.8-1.1, 2016.8-1.1
    • openssl from 2.0.2 to 2.0.2, 2.0.2
    • parallel from 4.1.3 to 4.1.3, 4.1.3
    • parallelly from 1.32.1 to 1.32.1, 1.32.1
    • pillar from 1.8.1 to 1.8.1, 1.8.1
    • pkgbuild from 1.3.1 to 1.3.1, 1.3.1
    • pkgconfig from 2.0.3 to 2.0.3, 2.0.3
    • pkgdown from 2.0.6 to 2.0.6, 2.0.6
    • pkgload from 1.3.0 to 1.3.0, 1.3.0
    • plogr from 0.2.0 to 0.2.0, 0.2.0
    • plyr from 1.8.7 to 1.8.7, 1.8.7
    • praise from 1.0.0 to 1.0.0, 1.0.0
    • prettyunits from 1.1.1 to 1.1.1, 1.1.1
    • pROC from 1.18.0 to 1.18.0, 1.18.0
    • processx from 3.7.0 to 3.7.0, 3.7.0
    • prodlim from 2019.11.13 to 2019.11.13, 2019.11.13
    • profvis from 0.3.7 to 0.3.7, 0.3.7
    • progress from 1.2.2 to 1.2.2, 1.2.2
    • progressr from 0.11.0 to 0.11.0, 0.11.0
    • promises from 1.2.0.1 to 1.2.0.1, 1.2.0.1
    • proto from 1.0.0 to 1.0.0, 1.0.0
    • proxy from 0.4-27 to 0.4-27, 0.4-27
    • ps from 1.7.1 to 1.7.1, 1.7.1
    • purrr from 0.3.4 to 0.3.4, 0.3.4
    • r2d3 from 0.2.6 to 0.2.6, 0.2.6
    • R6 from 2.5.1 to 2.5.1, 2.5.1
    • ragg from 1.2.2 to 1.2.2, 1.2.2
    • randomForest from 4.7-1.1 to 4.7-1.1, 4.7-1.1
    • rappdirs from 0.3.3 to 0.3.3, 0.3.3
    • rcmdcheck from 1.4.0 to 1.4.0, 1.4.0
    • RColorBrewer from 1.1-3 to 1.1-3, 1.1-3
    • Rcpp from 1.0.9 to 1.0.9, 1.0.9
    • RcppEigen from 0.3.3.9.2 to 0.3.3.9.2, 0.3.3.9.2
    • readr from 2.1.2 to 2.1.2, 2.1.2
    • readxl from 1.4.1 to 1.4.1, 1.4.1
    • recipes from 1.0.1 to 1.0.1, 1.0.1
    • rematch from 1.0.1 to 1.0.1, 1.0.1
    • rematch2 from 2.1.2 to 2.1.2, 2.1.2
    • remotes from 2.4.2 to 2.4.2, 2.4.2
    • reprex from 2.0.2 to 2.0.2, 2.0.2
    • reshape2 from 1.4.4 to 1.4.4, 1.4.4
    • rlang from 1.0.5 to 1.0.5, 1.0.5
    • rmarkdown from 2.16 to 2.16, 2.16
    • RODBC from 1.3-19 to 1.3-19, 1.3-19
    • roxygen2 from 7.2.1 to 7.2.1, 7.2.1
    • rpart from 4.1.16 to 4.1.16, 4.1.16
    • rprojroot from 2.0.3 to 2.0.3, 2.0.3
    • Rserve from 1.8-11 to 1.8-11, 1.8-11
    • RSQLite from 2.2.16 to 2.2.16, 2.2.16
    • rstudioapi from 0.14 to 0.14, 0.14
    • rversions from 2.1.2 to 2.1.2, 2.1.2
    • rvest from 1.0.3 to 1.0.3, 1.0.3
    • sass from 0.4.2 to 0.4.2, 0.4.2
    • scales from 1.2.1 to 1.2.1, 1.2.1
    • selectr from 0.4-2 to 0.4-2, 0.4-2
    • sessioninfo from 1.2.2 to 1.2.2, 1.2.2
    • shape from 1.4.6 to 1.4.6, 1.4.6
    • shiny from 1.7.2 to 1.7.2, 1.7.2
    • sourcetools from 0.1.7 to 0.1.7, 0.1.7
    • sparklyr from 1.7.8 to 1.7.8, 1.7.8
    • spatial from 7.3-11 to 7.3-11, 7.3-11
    • splines from 4.1.3 to 4.1.3, 4.1.3
    • sqldf from 0.4-11 to 0.4-11, 0.4-11
    • SQUAREM from 2021.1 to 2021.1, 2021.1
    • stats from 4.1.3 to 4.1.3, 4.1.3
    • stats4 from 4.1.3 to 4.1.3, 4.1.3
    • stringi from 1.7.8 to 1.7.8, 1.7.8
    • stringr from 1.4.1 to 1.4.1, 1.4.1
    • survival from 3.4-0 to 3.4-0, 3.4-0
    • sys from 3.4 to 3.4, 3.4
    • systemfonts from 1.0.4 to 1.0.4, 1.0.4
    • tcltk from 4.1.3 to 4.1.3, 4.1.3
    • testthat from 3.1.4 to 3.1.4, 3.1.4
    • textshaping from 0.3.6 to 0.3.6, 0.3.6
    • tibble from 3.1.8 to 3.1.8, 3.1.8
    • tidyr from 1.2.0 to 1.2.0, 1.2.0
    • tidyselect from 1.1.2 to 1.1.2, 1.1.2
    • tidyverse from 1.3.2 to 1.3.2, 1.3.2
    • timeDate from 4021.104 to 4021.104, 4021.104
    • tinytex from 0.41 to 0.41, 0.41
    • tools from 4.1.3 to 4.1.3, 4.1.3
    • tzdb from 0.3.0 to 0.3.0, 0.3.0
    • urlchecker from 1.0.1 to 1.0.1, 1.0.1
    • usethis from 2.1.6 to 2.1.6, 2.1.6
    • utf8 from 1.2.2 to 1.2.2, 1.2.2
    • utils from 4.1.3 to 4.1.3, 4.1.3
    • uuid from 1.1-0 to 1.1-0, 1.1-0
    • vctrs from 0.4.1 to 0.4.1, 0.4.1
    • viridisLite from 0.4.1 to 0.4.1, 0.4.1
    • vroom from 1.5.7 to 1.5.7, 1.5.7
    • waldo from 0.4.0 to 0.4.0, 0.4.0
    • whisker from 0.4 to 0.4, 0.4
    • withr from 2.5.0 to 2.5.0, 2.5.0
    • xfun from 0.32 to 0.32, 0.32
    • xml2 from 1.3.3 to 1.3.3, 1.3.3
    • xopen from 1.0.0 to 1.0.0, 1.0.0
    • xtable from 1.8-4 to 1.8-4, 1.8-4
    • yaml from 2.3.5 to 2.3.5, 2.3.5
    • zip from 2.2.0 to 2.2.0, 2.2.0
  • Updated Java libraries:
    • antlr.antlr from 2.7.7 to 2.7.7, 2.7.7
    • com.amazonaws.amazon-kinesis-client from 1.12.0 to 1.12.0, 1.12.0
    • com.amazonaws.aws-java-sdk-autoscaling from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudformation from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudfront from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudhsm from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudsearch from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudtrail from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudwatch from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cloudwatchmetrics from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-codedeploy from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cognitoidentity from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-cognitosync from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-config from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-core from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-datapipeline from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-directconnect from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-directory from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-dynamodb from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-ec2 from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-ecs from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-efs from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-elasticache from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-elasticbeanstalk from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-elasticloadbalancing from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-elastictranscoder from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-emr from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-glacier from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-glue from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-iam from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-importexport from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-kinesis from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-kms from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-lambda from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-logs from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-machinelearning from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-opsworks from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-rds from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-redshift from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-route53 from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-s3 from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-ses from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-simpledb from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-simpleworkflow from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-sns from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-sqs from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-ssm from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-storagegateway from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-sts from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-support from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.aws-java-sdk-swf-libraries from 1.11.22 to 1.11.22, 1.11.22
    • com.amazonaws.aws-java-sdk-workspaces from 1.12.189 to 1.12.189, 1.12.189
    • com.amazonaws.jmespath-java from 1.12.189 to 1.12.189, 1.12.189
    • com.chuusai.shapeless_2.12 from 2.3.3 to 2.3.3, 2.3.3
    • com.clearspring.analytics.stream from 2.9.6 to 2.9.6, 2.9.6
    • com.databricks.jets3t from 0.7.1-0 to 0.7.1-0, 0.7.1-0
    • com.databricks.Rserve from 1.8-3 to 1.8-3, 1.8-3
    • com.databricks.scalapb.compilerplugin_2.12 from 0.4.15-10 to 0.4.15-10, 0.4.15-10
    • com.databricks.scalapb.scalapb-runtime_2.12 from 0.4.15-10 to 0.4.15-10, 0.4.15-10
    • com.esotericsoftware.kryo-shaded from 4.0.2 to 4.0.2, 4.0.2
    • com.esotericsoftware.minlog from 1.3.0 to 1.3.0, 1.3.0
    • com.fasterxml.classmate from 1.3.4 to 1.3.4, 1.3.4
    • com.fasterxml.jackson.core.jackson-annotations from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.core.jackson-core from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.core.jackson-databind from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.dataformat.jackson-dataformat-cbor from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.datatype.jackson-datatype-joda from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.datatype.jackson-datatype-jsr310 from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.module.jackson-module-paranamer from 2.13.4 to 2.13.4, 2.13.4
    • com.fasterxml.jackson.module.jackson-module-scala_2.12 from 2.13.4 to 2.13.4, 2.13.4
    • com.github.ben-manes.caffeine.caffeine from 2.3.4 to 2.3.4, 2.3.4
    • com.github.fommil.jniloader from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.core from 1.1.2 to 1.1.2, 1.1.2
    • com.github.fommil.netlib.native_ref-java from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.native_ref-java-natives from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.native_system-java from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.native_system-java-natives from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_ref-linux-x86_64-natives from 1.1 to 1.1, 1.1
    • com.github.fommil.netlib.netlib-native_system-linux-x86_64-natives from 1.1 to 1.1, 1.1
    • com.github.luben.zstd-jni from 1.5.2-1 to 1.5.2-1, 1.5.2-1
    • com.github.wendykierp.JTransforms from 3.1 to 3.1, 3.1
    • com.google.code.findbugs.jsr305 from 3.0.0 to 3.0.0, 3.0.0
    • com.google.code.gson.gson from 2.8.6 to 2.8.6, 2.8.6
    • com.google.crypto.tink.tink from 1.6.1 to 1.6.1, 1.6.1
    • com.google.flatbuffers.flatbuffers-java from 1.12.0 to 1.12.0, 1.12.0
    • com.google.guava.guava from 15.0 to 15.0, 15.0
    • com.google.protobuf.protobuf-java from 2.6.1 to 2.6.1, 2.6.1
    • com.h2database.h2 from 2.0.204 to 2.0.204, 2.0.204
    • com.helger.profiler from 1.1.1 to 1.1.1, 1.1.1
    • com.jcraft.jsch from 0.1.50 to 0.1.50, 0.1.50
    • com.jolbox.bonecp from 0.8.0.RELEASE to 0.8.0.RELEASE, 0.8.0.RELEASE
    • com.lihaoyi.sourcecode_2.12 from 0.1.9 to 0.1.9, 0.1.9
    • com.microsoft.azure.azure-data-lake-store-sdk from 2.3.9 to 2.3.9, 2.3.9
    • com.ning.compress-lzf from 1.1 to 1.1, 1.1
    • com.sun.mail.javax.mail from 1.5.2 to 1.5.2, 1.5.2
    • com.tdunning.json from 1.8 to 1.8, 1.8
    • com.thoughtworks.paranamer.paranamer from 2.8 to 2.8, 2.8
    • com.trueaccord.lenses.lenses_2.12 from 0.4.12 to 0.4.12, 0.4.12
    • com.twitter.chill-java from 0.10.0 to 0.10.0, 0.10.0
    • com.twitter.chill_2.12 from 0.10.0 to 0.10.0, 0.10.0
    • com.twitter.util-app_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-core_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-function_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-jvm_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-lint_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-registry_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.twitter.util-stats_2.12 from 7.1.0 to 7.1.0, 7.1.0
    • com.typesafe.config from 1.2.1 to 1.2.1, 1.2.1
    • com.typesafe.scala-logging.scala-logging_2.12 from 3.7.2 to 3.7.2, 3.7.2
    • com.uber.h3 from 3.7.0 to 3.7.0, 3.7.0
    • com.univocity.univocity-parsers from 2.9.1 to 2.9.1, 2.9.1
    • com.zaxxer.HikariCP from 4.0.3 to 4.0.3, 4.0.3
    • commons-cli.commons-cli from 1.5.0 to 1.5.0, 1.5.0
    • commons-codec.commons-codec from 1.15 to 1.15, 1.15
    • commons-collections.commons-collections from 3.2.2 to 3.2.2, 3.2.2
    • commons-dbcp.commons-dbcp from 1.4 to 1.4, 1.4
    • commons-fileupload.commons-fileupload from 1.3.3 to 1.3.3, 1.3.3
    • commons-httpclient.commons-httpclient from 3.1 to 3.1, 3.1
    • commons-io.commons-io from 2.11.0 to 2.11.0, 2.11.0
    • commons-lang.commons-lang from 2.6 to 2.6, 2.6
    • commons-logging.commons-logging from 1.1.3 to 1.1.3, 1.1.3
    • commons-pool.commons-pool from 1.5.4 to 1.5.4, 1.5.4
    • dev.ludovic.netlib.arpack from 2.2.1 to 2.2.1, 2.2.1
    • dev.ludovic.netlib.blas from 2.2.1 to 2.2.1, 2.2.1
    • dev.ludovic.netlib.lapack from 2.2.1 to 2.2.1, 2.2.1
    • info.ganglia.gmetric4j.gmetric4j from 1.0.10 to 1.0.10, 1.0.10
    • io.airlift.aircompressor from 0.21 to 0.21, 0.21
    • io.delta.delta-sharing-spark_2.12 from 0.5.4 to 0.5.4, 0.5.4
    • io.dropwizard.metrics.metrics-core from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-graphite from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-healthchecks from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-jetty9 from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-jmx from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-json from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-jvm from 4.1.1 to 4.1.1, 4.1.1
    • io.dropwizard.metrics.metrics-servlets from 4.1.1 to 4.1.1, 4.1.1
    • io.netty.netty-all from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-buffer from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-codec from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-common from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-handler from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-resolver from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-tcnative-classes from 2.0.48.Final to 2.0.48.Final, 2.0.48.Final
    • io.netty.netty-transport from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-classes-epoll from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-classes-kqueue from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-epoll-linux-aarch_64 from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-epoll-linux-x86_64 from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-kqueue-osx-aarch_64 from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-kqueue-osx-x86_64 from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.netty.netty-transport-native-unix-common from 4.1.74.Final to 4.1.74.Final, 4.1.74.Final
    • io.prometheus.jmx.collector from 0.12.0 to 0.12.0, 0.12.0
    • io.prometheus.simpleclient from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_common from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_dropwizard from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_pushgateway from 0.7.0 to 0.7.0, 0.7.0
    • io.prometheus.simpleclient_servlet from 0.7.0 to 0.7.0, 0.7.0
    • jakarta.annotation.jakarta.annotation-api from 1.3.5 to 1.3.5, 1.3.5
    • jakarta.servlet.jakarta.servlet-api from 4.0.3 to 4.0.3, 4.0.3
    • jakarta.validation.jakarta.validation-api from 2.0.2 to 2.0.2, 2.0.2
    • jakarta.ws.rs.jakarta.ws.rs-api from 2.1.6 to 2.1.6, 2.1.6
    • javax.activation.activation from 1.1.1 to 1.1.1, 1.1.1
    • javax.annotation.javax.annotation-api from 1.3.2 to 1.3.2, 1.3.2
    • javax.el.javax.el-api from 2.2.4 to 2.2.4, 2.2.4
    • javax.jdo.jdo-api from 3.0.1 to 3.0.1, 3.0.1
    • javax.transaction.jta from 1.1 to 1.1, 1.1
    • javax.transaction.transaction-api from 1.1 to 1.1, 1.1
    • javax.xml.bind.jaxb-api from 2.2.11 to 2.2.11, 2.2.11
    • javolution.javolution from 5.5.1 to 5.5.1, 5.5.1
    • jline.jline from 2.14.6 to 2.14.6, 2.14.6
    • joda-time.joda-time from 2.10.13 to 2.10.13, 2.10.13
    • net.java.dev.jna.jna from 5.8.0 to 5.8.0, 5.8.0
    • net.razorvine.pickle from 1.2 to 1.2, 1.2
    • net.sf.jpam.jpam from 1.1 to 1.1, 1.1
    • net.sf.opencsv.opencsv from 2.3 to 2.3, 2.3
    • net.sf.supercsv.super-csv from 2.2.0 to 2.2.0, 2.2.0
    • net.snowflake.snowflake-ingest-sdk from 0.9.6 to 0.9.6, 0.9.6
    • net.snowflake.snowflake-jdbc from 3.13.33 to 3.13.33, 3.13.33
    • net.sourceforge.f2j.arpack_combined_all from 0.1 to 0.1, 0.1
    • org.acplt.remotetea.remotetea-oncrpc from 1.1.2 to 1.1.2, 1.1.2
    • org.antlr.antlr-runtime from 3.5.2 to 3.5.2, 3.5.2
    • org.antlr.antlr4-runtime from 4.8 to 4.8, 4.8
    • org.antlr.ST4 from 4.0.4 to 4.0.4, 4.0.4
    • org.antlr.stringtemplate from 3.2.1 to 3.2.1, 3.2.1
    • org.apache.ant.ant from 1.9.2 to 1.9.2, 1.9.2
    • org.apache.ant.ant-jsch from 1.9.2 to 1.9.2, 1.9.2
    • org.apache.ant.ant-launcher from 1.9.2 to 1.9.2, 1.9.2
    • org.apache.arrow.arrow-format from 7.0.0 to 7.0.0, 7.0.0
    • org.apache.arrow.arrow-memory-core from 7.0.0 to 7.0.0, 7.0.0
    • org.apache.arrow.arrow-memory-netty from 7.0.0 to 7.0.0, 7.0.0
    • org.apache.arrow.arrow-vector from 7.0.0 to 7.0.0, 7.0.0
    • org.apache.avro.avro from 1.11.0 to 1.11.0, 1.11.0
    • org.apache.avro.avro-ipc from 1.11.0 to 1.11.0, 1.11.0
    • org.apache.avro.avro-mapred from 1.11.0 to 1.11.0, 1.11.0
    • org.apache.commons.commons-collections4 from 4.4 to 4.4, 4.4
    • org.apache.commons.commons-compress from 1.21 to 1.21, 1.21
    • org.apache.commons.commons-crypto from 1.1.0 to 1.1.0, 1.1.0
    • org.apache.commons.commons-lang3 from 3.12.0 to 3.12.0, 3.12.0
    • org.apache.commons.commons-math3 from 3.6.1 to 3.6.1, 3.6.1
    • org.apache.commons.commons-text from 1.10.0 to 1.10.0, 1.10.0
    • org.apache.curator.curator-client from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.curator.curator-framework from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.curator.curator-recipes from 2.13.0 to 2.13.0, 2.13.0
    • org.apache.derby.derby from 10.14.2.0 to 10.14.2.0, 10.14.2.0
    • org.apache.hadoop.hadoop-client-api from 3.3.4-databricks to 3.3.4-databricks, 3.3.4-databricks
    • org.apache.hadoop.hadoop-client-runtime from 3.3.4 to 3.3.4, 3.3.4
    • org.apache.hive.hive-beeline from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-cli from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-jdbc from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-llap-client from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-llap-common from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-serde from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-shims from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.hive-storage-api from 2.7.2 to 2.7.2, 2.7.2
    • org.apache.hive.shims.hive-shims-0.23 from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.shims.hive-shims-common from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.hive.shims.hive-shims-scheduler from 2.3.9 to 2.3.9, 2.3.9
    • org.apache.httpcomponents.httpclient from 4.5.13 to 4.5.13, 4.5.13
    • org.apache.httpcomponents.httpcore from 4.4.14 to 4.4.14, 4.4.14
    • org.apache.ivy.ivy from 2.5.0 to 2.5.0, 2.5.0
    • org.apache.logging.log4j.log4j-1.2-api from 2.18.0 to 2.18.0, 2.18.0
    • org.apache.logging.log4j.log4j-api from 2.18.0 to 2.18.0, 2.18.0
    • org.apache.logging.log4j.log4j-core from 2.18.0 to 2.18.0, 2.18.0
    • org.apache.logging.log4j.log4j-slf4j-impl from 2.18.0 to 2.18.0, 2.18.0
    • org.apache.mesos.mesos-shaded-protobuf from 1.4.0 to 1.4.0, 1.4.0
    • org.apache.orc.orc-core from 1.7.6 to 1.7.6, 1.7.6
    • org.apache.orc.orc-mapreduce from 1.7.6 to 1.7.6, 1.7.6
    • org.apache.orc.orc-shims from 1.7.6 to 1.7.6, 1.7.6
    • org.apache.parquet.parquet-column from 1.12.0-databricks-0007 to 1.12.0-databricks-0007, 1.12.0-databricks-0007
    • org.apache.parquet.parquet-common from 1.12.0-databricks-0007 to 1.12.0-databricks-0007, 1.12.0-databricks-0007
    • org.apache.parquet.parquet-encoding from 1.12.0-databricks-0007 to 1.12.0-databricks-0007, 1.12.0-databricks-0007
    • org.apache.parquet.parquet-format-structures from 1.12.0-databricks-0007 to 1.12.0-databricks-0007, 1.12.0-databricks-0007
    • org.apache.parquet.parquet-hadoop from 1.12.0-databricks-0007 to 1.12.0-databricks-0007, 1.12.0-databricks-0007
    • org.apache.parquet.parquet-jackson from 1.12.0-databricks-0007 to 1.12.0-databricks-0007, 1.12.0-databricks-0007
    • org.apache.thrift.libfb303 from 0.9.3 to 0.9.3, 0.9.3
    • org.apache.thrift.libthrift from 0.12.0 to 0.12.0, 0.12.0
    • org.apache.xbean.xbean-asm9-shaded from 4.20 to 4.20, 4.20
    • org.apache.yetus.audience-annotations from 0.5.0 to 0.5.0, 0.5.0
    • org.apache.zookeeper.zookeeper from 3.6.2 to 3.6.2, 3.6.2
    • org.apache.zookeeper.zookeeper-jute from 3.6.2 to 3.6.2, 3.6.2
    • org.checkerframework.checker-qual from 3.5.0 to 3.5.0, 3.5.0
    • org.codehaus.jackson.jackson-core-asl from 1.9.13 to 1.9.13, 1.9.13
    • org.codehaus.jackson.jackson-mapper-asl from 1.9.13 to 1.9.13, 1.9.13
    • org.codehaus.janino.commons-compiler from 3.0.16 to 3.0.16, 3.0.16
    • org.codehaus.janino.janino from 3.0.16 to 3.0.16, 3.0.16
    • org.datanucleus.datanucleus-api-jdo from 4.2.4 to 4.2.4, 4.2.4
    • org.datanucleus.datanucleus-core from 4.1.17 to 4.1.17, 4.1.17
    • org.datanucleus.datanucleus-rdbms from 4.1.19 to 4.1.19, 4.1.19
    • org.datanucleus.javax.jdo from 3.2.0-m3 to 3.2.0-m3, 3.2.0-m3
    • org.eclipse.jetty.jetty-client from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-continuation from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-http from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-io from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-jndi from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-plus from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-proxy from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-security from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-server from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-servlet from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-servlets from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-util from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-util-ajax from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-webapp from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.jetty-xml from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-api from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-client from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-common from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-server from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.eclipse.jetty.websocket.websocket-servlet from 9.4.46.v20220331 to 9.4.46.v20220331, 9.4.46.v20220331
    • org.fusesource.leveldbjni.leveldbjni-all from 1.8 to 1.8, 1.8
    • org.glassfish.hk2.external.aopalliance-repackaged from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.external.jakarta.inject from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-api from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-locator from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.hk2-utils from 2.6.1 to 2.6.1, 2.6.1
    • org.glassfish.hk2.osgi-resource-locator from 1.0.3 to 1.0.3, 1.0.3
    • org.glassfish.jersey.containers.jersey-container-servlet from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.containers.jersey-container-servlet-core from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-client from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-common from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.core.jersey-server from 2.36 to 2.36, 2.36
    • org.glassfish.jersey.inject.jersey-hk2 from 2.36 to 2.36, 2.36
    • org.hibernate.validator.hibernate-validator from 6.1.0.Final to 6.1.0.Final, 6.1.0.Final
    • org.javassist.javassist from 3.25.0-GA to 3.25.0-GA, 3.25.0-GA
    • org.jboss.logging.jboss-logging from 3.3.2.Final to 3.3.2.Final, 3.3.2.Final
    • org.jdbi.jdbi from 2.63.1 to 2.63.1, 2.63.1
    • org.jetbrains.annotations from 17.0.0 to 17.0.0, 17.0.0
    • org.joda.joda-convert from 1.7 to 1.7, 1.7
    • org.jodd.jodd-core from 3.5.2 to 3.5.2, 3.5.2
    • org.json4s.json4s-ast_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-core_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-jackson_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.json4s.json4s-scalap_2.12 from 3.7.0-M11 to 3.7.0-M11, 3.7.0-M11
    • org.lz4.lz4-java from 1.8.0 to 1.8.0, 1.8.0
    • org.mariadb.jdbc.mariadb-java-client from 2.7.4 to 2.7.4, 2.7.4
    • org.mlflow.mlflow-spark from 1.27.0 to 1.27.0, 1.27.0
    • org.objenesis.objenesis from 2.5.1 to 2.5.1, 2.5.1
    • org.postgresql.postgresql from 42.3.3 to 42.3.3, 42.3.3
    • org.roaringbitmap.RoaringBitmap from 0.9.25 to 0.9.25, 0.9.25
    • org.roaringbitmap.shims from 0.9.25 to 0.9.25, 0.9.25
    • org.rocksdb.rocksdbjni from 6.28.2 to 6.28.2, 6.28.2
    • org.rosuda.REngine.REngine from 2.1.0 to 2.1.0, 2.1.0
    • org.scala-lang.modules.scala-collection-compat_2.12 from 2.9.0 to 2.9.0, 2.9.0
    • org.scala-lang.modules.scala-parser-combinators_2.12 from 1.1.2 to 1.1.2, 1.1.2
    • org.scala-lang.modules.scala-xml_2.12 from 1.2.0 to 1.2.0, 1.2.0
    • org.scala-lang.scala-compiler_2.12 from 2.12.14 to 2.12.14, 2.12.14
    • org.scala-lang.scala-library_2.12 from 2.12.14 to 2.12.14, 2.12.14
    • org.scala-lang.scala-reflect_2.12 from 2.12.14 to 2.12.14, 2.12.14
    • org.scala-sbt.test-interface from 1.0 to 1.0, 1.0
    • org.scalacheck.scalacheck_2.12 from 1.14.2 to 1.14.2, 1.14.2
    • org.scalactic.scalactic_2.12 from 3.0.8 to 3.0.8, 3.0.8
    • org.scalanlp.breeze-macros_2.12 from 1.2 to 1.2, 1.2
    • org.scalanlp.breeze_2.12 from 1.2 to 1.2, 1.2
    • org.scalatest.scalatest_2.12 from 3.0.8 to 3.0.8, 3.0.8
    • org.slf4j.jcl-over-slf4j from 1.7.36 to 1.7.36, 1.7.36
    • org.slf4j.jul-to-slf4j from 1.7.36 to 1.7.36, 1.7.36
    • org.slf4j.slf4j-api from 1.7.36 to 1.7.36, 1.7.36
    • org.spark-project.spark.unused from 1.0.0 to 1.0.0, 1.0.0
    • org.threeten.threeten-extra from 1.5.0 to 1.5.0, 1.5.0
    • org.tukaani.xz from 1.8 to 1.8, 1.8
    • org.typelevel.algebra_2.12 from 2.0.1 to 2.0.1, 2.0.1
    • org.typelevel.cats-kernel_2.12 from 2.1.1 to 2.1.1, 2.1.1
    • org.typelevel.macro-compat_2.12 from 1.1.1 to 1.1.1, 1.1.1
    • org.typelevel.spire-macros_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire-platform_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire-util_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.typelevel.spire_2.12 from 0.17.0 to 0.17.0, 0.17.0
    • org.wildfly.openssl.wildfly-openssl from 1.0.7.Final to 1.0.7.Final, 1.0.7.Final
    • org.xerial.snappy.snappy-java from 1.1.8.4 to 1.1.8.4, 1.1.8.4
    • org.xerial.sqlite-jdbc from 3.42.0.0 to 3.42.0.0, 3.42.0.0
    • org.yaml.snakeyaml from 1.24 to 1.24, 1.24
    • oro.oro from 2.0.8 to 2.0.8, 2.0.8
    • pl.edu.icm.JLargeArrays from 1.5 to 1.5, 1.5
    • software.amazon.ion.ion-java from 1.0.2 to 1.0.2, 1.0.2
    • stax.stax-api from 1.0.1 to 1.0.1, 1.0.1
  • Operating system security updates.

• June 17, 2025
  • Operating system security updates.

• June 3, 2025
  • Updated Python libraries:
    • certifi from 2019.11.28, 2021.10.8 to 2021.10.8
    • chardet from 3.0.4, 4.0.0 to 4.0.0
    • idna from 2.8, 3.2 to 3.2
    • requests from 2.22.0, 2.26.0 to 2.26.0
    • six from 1.14.0, 1.16.0 to 1.16.0
    • urllib3 from 1.25.8, 1.26.7 to 1.26.7
    • Added pip 21.2.4
    • Added setuptools 58.0.4
    • Added tomli 2.0.1
    • Added wcwidth 0.2.5
    • Added wheel 0.37.0
    • Removed distro 1.4.0
    • Removed distro-info 0.23+ubuntu1.1
    • Removed python-apt 2.0.1+ubuntu0.20.4.1
  • Operating system security updates.

• May 20, 2025
  • [SPARK-42655][SQL] Incorrect ambiguous column reference error
  • Operating system security updates.

• April 22, 2025
  • [Behavior Change] Vacuum operations now perform Writer protocol checks similar to other operations, preventing unexpected cleanups on tables with newer features when run from incompatible older DBR versions.
  • Operating system security updates.

• April 9, 2025
  • Operating system security updates.

• March 5, 2025
  • Operating system security updates.

• February 11, 2025
  • 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 Azure Databricks.

• December 10, 2024
  • Operating system security updates.
• November 26, 2024
  • Miscellaneous bug fixes.
• October 10, 2024
  • Miscellaneous bug fixes.
• September 25, 2024
  • [SPARK-46601] [CORE] Fix log error in handleStatusMessage
  • [SPARK-49000][SQL] Fix “select count(distinct 1) from t” where t is empty table by expanding RewriteDistinctAggregates
  • Miscellaneous bug fixes.
• September 17, 2024
  • Operating system security updates.
• August 29, 2024
• August 14, 2024
  • [SPARK-48941][SPARK-48970] Backport ML writer / reader fixes
  • [SPARK-49065][SQL] Rebasing in legacy formatters/parsers must support non JVM default time zones
  • [SPARK-48597][SQL] Introduce a marker for isStreaming property in text representation of logical plan
  • [SPARK-48463][ML] Make StringIndexer supporting nested input columns
  • Operating system security updates.
• August 1, 2024
  • [SPARK-48896] [SPARK-48909] [SPARK-48883] Backport spark ML writer fixes
• August 1, 2024
  • To apply required security patches, the Python version in Databricks Runtime 11.3 LTS is upgraded from 3.9.5 to 3.9.19.
• July 11, 2024
  • [SPARK-48383][SS] Throw better error for mismatched partitions in startOffset option in Kafka
  • [SPARK-47070] Fix invalid aggregation after subquery rewrite
  • Operating system security updates.
• June 17, 2024
  • Operating system security updates.
• May 21, 2024
  • [SPARK-48105][SS] Fix the race condition between state store unloading and snapshotting
  • Operating system security updates.
• May 9, 2024
  • [SPARK-48018][SS] Fix null groupId causing missing param error when throwing KafkaException.couldNotReadOffsetRange
  • [SPARK-47973][CORE] Log call site in SparkContext.stop() and later in SparkContext.assertNotStopped()
  • [SPARK-44251][SQL] Set nullable correctly on coalesced join key in full outer USING join
  • Operating system security updates.
• April 25, 2024
  • Operating system security updates.
• April 11, 2024
  • Operating system security updates.
• April 1, 2024
  • [SPARK-44252][SS] Define a new error class and apply for the case where loading state from DFS fails
  • [SPARK-47135][SS] Implement error classes for Kafka data loss exceptions
  • Revert “[SPARK-46861][CORE] Avoid Deadlock in DAGScheduler”
  • [SPARK-47200][SS] Error class for Foreach batch sink user function error
  • Operating system security updates.
• March 14, 2024
  • [SPARK-47167][SQL] Add concrete class for JDBC anonymous relation
  • [SPARK-47125][SQL] Return null if Univocity never triggers parsing
  • Operating system security updates.
• February 29, 2024
  • Fixed an issue where using a local collection as source in a MERGE command could result in the operation metric numSourceRows reporting double the correct number of rows.
  • [SPARK-45582][SS] Ensure that store instance is not used after calling commit within output mode streaming aggregation
• February 13, 2024
  • [SPARK-46794] Remove subqueries from LogicalRDD constraints.
  • [SPARK-46861] Avoid Deadlock in DAGScheduler.
  • Operating system security updates.
• January 31, 2024
  • Operating system security updates.
• December 25, 2023
  • To avoid increased latency when communicating over TLSv1.3, this maintenance release includes a patch to the JDK 8 installation to fix JDK bug JDK-8293562.
  • [SPARK-46058] Add separate flag for privateKeyPassword.
  • [SPARK-46602] Propagate allowExisting in view creation when the view/table does not exists.
  • [SPARK-46394] Fix spark.catalog.listDatabases() issues on schemas with special characters when spark.sql.legacy.keepCommandOutputSchema set to true.
  • [SPARK-46538] Fix the ambiguous column reference issue in ALSModel.transform.
  • [SPARK-39440] Add a config to disable event timeline.
  • [SPARK-46249] Require instance lock for acquiring RocksDB metrics to prevent race with background operations.
  • [SPARK-46132] Support key password for JKS keys for RPC SSL.
• December 14, 2023
  • Fixed an issue where escaped underscores in getColumns operations originating from JDBC or ODBC clients were handled incorrectly and interpreted as wildcards.
  • Operating system security updates.
• November 29, 2023
  • Installed a new package, pyarrow-hotfix to remediate a PyArrow RCE vulnerability.
  • Fixed an issue where escaped underscores in getColumns operations originating from JDBC or ODBC clients were wrongly interpreted as wildcards.
  • [SPARK-43973] Structured Streaming UI now displays failed queries correctly.
  • [SPARK-45730] Improved time constraints for ReloadingX509TrustManagerSuite.
  • [SPARK-45544] Integrated SSL support into TransportContext.
  • [SPARK-45859] Made UDF objects in ml.functions lazy.
  • [SPARK-43718] Fixed nullability for keys in USING joins.
  • [SPARK-44846] Removed complex grouping expressions after RemoveRedundantAggregates.
  • Operating system security updates.
• November 14, 2023
  • Partition filters on Delta Lake streaming queries are pushed down before rate limiting to achieve better utilization.
  • [SPARK-42205] Removed logging accumulables in Stage and Task start events.
  • [SPARK-45545] SparkTransportConf inherits SSLOptions upon creation.
  • Revert [SPARK-33861].
  • [SPARK-45541] Added SSLFactory.
  • [SPARK-45429] Added helper classes for SSL RPC communication.
  • [SPARK-45584] Fixed subquery run failure with TakeOrderedAndProjectExec.
  • [SPARK-45430] FramelessOffsetWindowFunction no longer fails when IGNORE NULLS and offset > rowCount.
  • [SPARK-45427] Added RPC SSL settings to SSLOptions and SparkTransportConf.
  • Operating system security updates.
• October 24, 2023
  • [SPARK-45426] Added support for ReloadingX509TrustManager.
  • Miscellaneous fixes.
• October 13, 2023
  • Snowflake-jdbc dependency upgraded from 3.13.29 to 3.13.33.
  • [SPARK-45178] Fallback to running a single batch for Trigger.AvailableNow with unsupported sources rather than using the wrapper.
  • [SPARK-45084] StateOperatorProgress to use an accurate, adequate shuffle partition number.
  • [SPARK-45346] Parquet schema inference now respects case-sensitive flag when merging a schema.
  • Operating system security updates.
• September 10, 2023
  • Miscellaneous fixes.
• August 30, 2023
  • [SPARK-44818] Fixed race for pending task interrupt issued before taskThread is initialized.
  • [SPARK-44871][11.3-13.0] Fixed percentile_disc behavior.
  • Operating system security updates.
• August 15, 2023
  • [SPARK-44485] Optimized TreeNode.generateTreeString.
  • [SPARK-44504] Maintenance task cleans up loaded providers on stop error.
  • [SPARK-44464] Fixed applyInPandasWithStatePythonRunner to output rows that have Null as the first column value.
  • Operating system security updates.
• July 27, 2023
  • Fixed an issue where dbutils.fs.ls() returned INVALID_PARAMETER_VALUE.LOCATION_OVERLAP when called for a storage location path which clashed with other external or managed storage location.
  • [SPARK-44199] CacheManager no longer refreshes the fileIndex unnecessarily.
  • Operating system security updates.
• July 24, 2023
  • [SPARK-44136] Fixed an issue that StateManager can get materialized in executor instead of driver in FlatMapGroupsWithStateExec.
  • Operating system security updates.
• June 23, 2023
  • Operating system security updates.
• June 15, 2023
  • Photonized approx_count_distinct.
  • Snowflake-jdbc library is upgraded to 3.13.29 to address a security issue.
  • [SPARK-43779] ParseToDate now loads EvalMode in the main thread.
  • [SPARK-40862] Support non-aggregated subqueries in RewriteCorrelatedScalarSubquery
  • [SPARK-43156][SPARK-43098] Extended scalar subquery count bug test with decorrelateInnerQuery turned off.
  • [SPARK-43098] Fix correctness COUNT bug when scalar subquery has a group by clause
  • Operating system security updates.
• June 2, 2023
  • The JSON parser in failOnUnknownFields mode drops a record in DROPMALFORMED mode and fails directly in FAILFAST mode.
  • Improve the performance of incremental updates with SHALLOW CLONE Apache Iceberg and Apache Parquet.
  • Fixed an issue in Auto Loader where different source file formats were inconsistent when the provided schema did not include inferred partitions. This issue could cause unexpected failures when reading files with missing columns in the inferred partition schema.
  • [SPARK-43404]Skip reusing the sst file for the same version of RocksDB state store to avoid the ID mismatch error.
  • [SPARK-43527] Fixed catalog.listCatalogs in PySpark.
  • [SPARK-43413][11.3-13.0] Fixed IN subquery ListQuery nullability.
  • [SPARK-43340] Fixed missing stack trace field in eventlogs.

Databricks Runtime 10.4 LTS

See Databricks Runtime 10.4 LTS (EoS).

• July 1, 2025

  • Operating system security updates.

• June 17, 2025

  • Operating system security updates.

• June 3, 2025
  • Updated Python libraries:
    • certifi from 2019.11.28, 2020.12.5 to 2020.12.5
    • chardet from 3.0.4, 4.0.0 to 4.0.0
    • idna from 2.10, 2.8 to 2.10
    • requests from 2.22.0, 2.25.1 to 2.25.1
    • six from 1.14.0, 1.15.0 to 1.15.0
    • urllib3 from 1.25.11, 1.25.8 to 1.25.11
    • Added pip 21.0.1
    • Added setuptools 52.0.0
    • Added wcwidth 0.2.5
    • Added wheel 0.36.2
    • Removed distro 1.4.0
    • Removed distro-info 0.23+ubuntu1.1
    • Removed python-apt 2.0.1+ubuntu0.20.4.1
  • Operating system security updates.

• May 20, 2025
  • Operating system security updates.

• April 22, 2025
  • Operating system security updates.

• April 9, 2025
  • Operating system security updates.

• March 11, 2025
  • Operating system security updates.

• February 11, 2025
  • 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 Azure Databricks.
  • Operating system security updates.

• December 10, 2024
  • Operating system security updates.
• November 26, 2024
  • Operating system security updates.
• November 5, 2024
  • Operating system security updates.
• October 22, 2024
  • Operating system security updates.
• October 10, 2024
  • Operating system security updates.
• September 25, 2024
  • [SPARK-46601] [CORE] Fix log error in handleStatusMessage
  • [SPARK-49000][SQL] Fix “select count(distinct 1) from t” where t is empty table by expanding RewriteDistinctAggregates
  • Operating system security updates.
• September 17, 2024
  • Operating system security updates.
• August 29, 2024
  • [SPARK-49065][SQL] Rebasing in legacy formatters/parsers must support non JVM default time zones
• August 14, 2024
  • [SPARK-48597][SQL] Introduce a marker for isStreaming property in text representation of logical plan
  • [SPARK-48941][SPARK-48970] Backport ML writer / reader fixes
  • [SPARK-48463][ML] Make StringIndexer supporting nested input columns
• August 1, 2024
  • [SPARK-48896] [SPARK-48909] [SPARK-48883] Backport spark ML writer fixes
  • Operating system security updates.
• July 11, 2024
  • [SPARK-48383][SS] Throw better error for mismatched partitions in startOffset option in Kafka
  • Operating system security updates.
• June 17, 2024
  • Operating system security updates.
• May 21, 2024
  • [SPARK-48105][SS] Fix the race condition between state store unloading and snapshotting
  • Operating system security updates.
• May 9, 2024
  • [SPARK-48018][SS] Fix null groupId causing missing param error when throwing KafkaException.couldNotReadOffsetRange
  • [SPARK-47973][CORE] Log call site in SparkContext.stop() and later in SparkContext.assertNotStopped()
  • [SPARK-44251][SQL] Set nullable correctly on coalesced join key in full outer USING join
  • Operating system security updates.
• April 25, 2024
  • Operating system security updates.
• April 11, 2024
  • Operating system security updates.
• April 1, 2024
  • [SPARK-47135][SS] Implement error classes for Kafka data loss exceptions
  • [SPARK-44252][SS] Define a new error class and apply for the case where loading state from DFS fails
  • [SPARK-47200][SS] Error class for Foreach batch sink user function error
  • Revert “[SPARK-46861][CORE] Avoid Deadlock in DAGScheduler”
  • Operating system security updates.
• March 14, 2024
  • [SPARK-47125][SQL] Return null if Univocity never triggers parsing
  • Operating system security updates.
• February 29, 2024
  • Fixed an issue where using a local collection as source in a MERGE command could result in the operation metric numSourceRows reporting double the correct number of rows.
  • [SPARK-45582][SS] Ensure that store instance is not used after calling commit within output mode streaming aggregation
  • Operating system security updates.
• February 13, 2024
  • [SPARK-46861] Avoid Deadlock in DAGScheduler.
  • Operating system security updates.
• January 31, 2024
  • Operating system security updates.
• December 25, 2023
  • To avoid increased latency when communicating over TLSv1.3, this maintenance release includes a patch to the JDK 8 installation to fix JDK bug JDK-8293562.
  • [SPARK-46058] Add separate flag for privateKeyPassword.
  • [SPARK-46538] Fix the ambiguous column reference issue in ALSModel.transform.
  • [SPARK-39440] Add a config to disable event timeline.
  • [SPARK-46132] Support key password for JKS keys for RPC SSL.
• December 14, 2023
  • Operating system security updates.
• November 29, 2023
  • Installed a new package, pyarrow-hotfix to remediate a PyArrow RCE vulnerability.
  • [SPARK-45544] Integrated SSL support into TransportContext.
  • [SPARK-45859] Made UDF objects in ml.functions lazy.
  • [SPARK-43718] Fixed nullability for keys in USING joins.
  • [SPARK-45730] Improved time constraints for ReloadingX509TrustManagerSuite.
  • [SPARK-42205] Removed logging accumulables in Stage and Task start events.
  • [SPARK-44846] Removed complex grouping expressions after RemoveRedundantAggregates.
  • Operating system security updates.
• November 14, 2023
  • [SPARK-45541] Added SSLFactory.
  • [SPARK-45545] SparkTransportConf inherits SSLOptions upon creation.
  • [SPARK-45427] Added RPC SSL settings to SSLOptions and SparkTransportConf.
  • [SPARK-45429] Added helper classes for SSL RPC communication.
  • [SPARK-45584] Fixed subquery run failure with TakeOrderedAndProjectExec.
  • Revert [SPARK-33861].
  • Operating system security updates.
• October 24, 2023
  • [SPARK-45426] Added support for ReloadingX509TrustManager.
  • Operating system security updates.
• October 13, 2023
  • [SPARK-45084] StateOperatorProgress to use an accurate, adequate shuffle partition number.
  • [SPARK-45178] Fallback to running a single batch for Trigger.AvailableNow with unsupported sources rather than using the wrapper.
  • Operating system security updates.
• September 10, 2023
  • Miscellaneous fixes.
• August 30, 2023
  • [SPARK-44818] Fixed race for pending task interrupt issued before taskThread is initialized.
  • Operating system security updates.
• August 15, 2023
  • [SPARK-44504] Maintenance task cleans up loaded providers on stop error.
  • [SPARK-43973] Structured Streaming UI now appears failed queries correctly.
  • Operating system security updates.
• June 23, 2023
  • Operating system security updates.
• June 15, 2023
  • Snowflake-jdbc library is upgraded to 3.13.29 to address a security issue.
  • [SPARK-43098] Fix correctness COUNT bug when scalar subquery has a group by clause
  • [SPARK-40862] Support non-aggregated subqueries in RewriteCorrelatedScalarSubquery
  • [SPARK-43156][SPARK-43098] Extended scalar subquery count test with decorrelateInnerQuery turned off.
  • Operating system security updates.
• June 2, 2023
  • The JSON parser in failOnUnknownFields mode drops a record in DROPMALFORMED mode and fails directly in FAILFAST mode.
  • Fixed an issue in JSON rescued data parsing to prevent UnknownFieldException.
  • Fixed an issue in Auto Loader where different source file formats were inconsistent when the provided schema did not include inferred partitions. This issue could cause unexpected failures when reading files with missing columns in the inferred partition schema.
  • [SPARK-43404] Skip reusing the sst file for the same version of RocksDB state store to avoid the ID mismatch error.
  • [SPARK-43413] Fixed IN subquery ListQuery nullability.
  • Operating system security updates.
• May 17, 2023
  • Parquet scans are now robust against OOMs when scanning exceptionally structured files by dynamically adjusting batch size. File metadata is analyzed to preemptively lower batch size and is lowered again on task retries as a final safety net.
  • [SPARK-41520] Split AND_OR tree pattern to separate AND and OR.
  • [SPARK-43190] ListQuery.childOutput is now consistent with secondary output.
  • Operating system security updates.
• April 25, 2023
  • [SPARK-42928] Make resolvePersistentFunction synchronized.
  • Operating system security updates.
• April 11, 2023
  • Fixed an issue where Auto Loader schema evolution can go into an infinite fail loop when a new column is detected in the schema of a nested JSON object.
  • [SPARK-42937] PlanSubqueries now sets InSubqueryExec#shouldBroadcast to true.
  • [SPARK-42967] Fix SparkListenerTaskStart.stageAttemptId when a task is started after the stage is canceled.
• March 29, 2023
  • [SPARK-42668] Catch exception while trying to close the compressed stream in HDFSStateStoreProvider stop
  • [SPARK-42635] Fix the …
  • Operating system security updates.
• March 14, 2023
  • [SPARK-41162] Fix anti- and semi-join for self-join with aggregations
  • [SPARK-33206] Fix shuffle index cache weight calculation for small index files
  • [SPARK-42484] Improved the UnsafeRowUtils error message
  • Miscellaneous fixes.
• February 28, 2023
  • Support generated column for yyyy-MM-dd date_format. This change supports partition pruning for yyyy-MM-dd as a date_format in generated columns.
  • Users can now read and write specific Delta tables requiring Reader version 3 and Writer version 7, using Databricks Runtime 9.1 LTS or later. To succeed, table features listed in the tables' protocol must be supported by the current version of Databricks Runtime.
  • Support generated column for yyyy-MM-dd date_format. This change supports partition pruning for yyyy-MM-dd as a date_format in generated columns.
  • Operating system security updates.
• February 16, 2023
  • [SPARK-30220] Enable using Exists/In subqueries outside of the Filter node
  • Operating system security updates.
• January 31, 2023
  • Table types of JDBC tables are now EXTERNAL by default.
• January 18, 2023
  • Azure Synapse connector returns a more descriptive error message when a column name contains not valid characters such as whitespaces or semicolons. In such cases, the following message will be returned: Azure Synapse Analytics failed to run the JDBC query produced by the connector. Check column names do not include not valid characters such as ';' or white space.
  • [SPARK-38277] Clear write batch after RocksDB state store's commit
  • [SPARK-41199] Fix metrics issue when DSv1 streaming source and DSv2 streaming source are co-used
  • [SPARK-41198] Fix metrics in streaming query having CTE and DSv1 streaming source.
  • [SPARK-41339] Close and recreate RocksDB write batch instead of just clearing.
  • [SPARK-41732] Apply tree-pattern based pruning for the rule SessionWindowing.
  • Operating system security updates.
• November 29, 2022
  • Users can configure leading and trailing whitespaces' behavior when writing data using the Redshift connector. The following options have been added to control white space handling:
    • csvignoreleadingwhitespace, when set to true, removes leading white space from values during writes when tempformat is set to CSV or CSV GZIP. Whitespaces are retained when the config is set to false. By default, the value is true.
    • csvignoretrailingwhitespace, when set to true, removes trailing white space from values during writes when tempformat is set to CSV or CSV GZIP. Whitespaces are retained when the config is set to false. By default, the value is true.
  • Fixed an issue with JSON parsing in Auto Loader when all columns were left as strings (cloudFiles.inferColumnTypes was not set or set to false) and the JSON contained nested objects.
  • Operating system security updates.
• November 15, 2022
  • Upgraded Apache commons-text to 1.10.0.
  • [SPARK-40646] JSON parsing for structs, maps, and arrays has been fixed so when a part of a record does not match the schema, the rest of the record can still be parsed correctly instead of returning nulls. To opt-in for the improved behavior, set spark.sql.json.enablePartialResults to true. The flag is turned off by default to preserve the original behavior.
  • [SPARK-40292] Fix column names in arrays_zip function when arrays are referenced from nested structs
  • Operating system security updates.
• November 1, 2022
  • Fixed an issue where if a Delta table had a user-defined column named _change_type, but Change data feed was turned off on that table, data in that column would incorrectly fill with NULL values when running MERGE.
  • Fixed an issue with Auto Loader where a file can be duplicated in the same micro-batch when allowOverwrites is enabled
  • [SPARK-40697] Add read-side char padding to cover external data files
  • [SPARK-40596] Populate ExecutorDecommission with messages in ExecutorDecommissionInfo
  • Operating system security updates.
• October 18, 2022
  • Operating system security updates.
• October 5, 2022
  • [SPARK-40468] Fix column pruning in CSV when _corrupt_record is selected.
  • Operating system security updates.
• September 22, 2022
  • Users can set spark.conf.set(spark.databricks.io.listKeysWithPrefix.azure.enabled, true) to re-enable the built-in listing for Auto Loader on ADLS. Built-in listing was previously turned off due to performance issues but can have led to increased storage costs for customers.
  • [SPARK-40315] Add hashCode() for Literal of ArrayBasedMapData
  • [SPARK-40213] Support ASCII value conversion for Latin-1 characters
  • [SPARK-40380] Fix constant-folding of InvokeLike to avoid non-serializable literal embedded in the plan
  • [SPARK-38404] Improve CTE resolution when a nested CTE references an outer CTE
  • [SPARK-40089] Fix sorting for some Decimal types
  • [SPARK-39887] RemoveRedundantAliases should keep aliases that make the output of projection nodes unique
• September 6, 2022
  • [SPARK-40235] Use interruptible lock instead of synchronized in Executor.updateDependencies().
  • [SPARK-40218] GROUPING SETS should preserve the grouping columns.
  • [SPARK-39976] ArrayIntersect should handle null in left expression correctly.
  • [SPARK-40053] Add assume to dynamic cancel cases which require Python runtime environment.
  • [SPARK-35542] Fix: Bucketizer created for multiple columns with parameters splitsArray, inputCols and outputCols can not be loaded after saving it.
  • [SPARK-40079] Add Imputer inputCols validation for empty input case.
• August 24, 2022
  • [SPARK-39983] Do not cache unserialized broadcast relations on the driver.
  • [SPARK-39775] Disable validate default values when parsing Avro schemas.
  • [SPARK-39962] Apply projection when group attributes are empty
  • [SPARK-37643] when charVarcharAsString is true, for char datatype predicate query should skip rpadding rule.
  • Operating system security updates.
• August 9, 2022
  • [SPARK-39847] Fix race condition in RocksDBLoader.loadLibrary() if the caller thread is interrupted
  • [SPARK-39731] Fix issue in CSV and JSON data sources when parsing dates in “yyyyMMdd” format with CORRECTED time parser policy
  • Operating system security updates.
• July 27, 2022
  • [SPARK-39625] Add Dataset.as(StructType).
  • [SPARK-39689]Support 2-chars lineSep in CSV data source.
  • [SPARK-39104] InMemoryRelation#isCachedColumnBuffersLoaded should be thread-safe.
  • [SPARK-39570] Inline table should allow expressions with alias.
  • [SPARK-39702] Reduce memory overhead of TransportCipher$EncryptedMessage by using a shared byteRawChannel.
  • [SPARK-39575] add ByteBuffer#rewind after ByteBuffer#get in AvroDeserializer.
  • [SPARK-39476] Disable Unwrap cast optimize when casting from Long to Float/ Double or from Integer to Float.
  • [SPARK-38868] Don't propagate exceptions from filter predicate when optimizing outer joins.
  • Operating system security updates.
• July 20, 2022
  • Make Delta MERGE operation results consistent when the source is non-deterministic.
  • [SPARK-39355] Single column uses quoted to construct UnresolvedAttribute.
  • [SPARK-39548] CreateView Command with a window clause query press a wrong window definition not found issue.
  • [SPARK-39419] Fix ArraySort to throw an exception when the comparator returns null.
  • Turned off Auto Loader's use of built-in cloud APIs for directory listing on Azure.
  • Operating system security updates.
• July 5, 2022
  • [SPARK-39376] Hide duplicated columns in star expansion of subquery alias from NATURAL/USING JOIN
  • Operating system security updates.
• June 15, 2022
  • [SPARK-39283] Fix deadlock between TaskMemoryManager and UnsafeExternalSorter.SpillableIterator.
  • [SPARK-39285] Spark should not check field names when reading files.
  • [SPARK-34096] Improve performance for nth_value ignore nulls over offset window.
  • [SPARK-36718] Fix the isExtractOnly check in CollapseProject.
• June 2, 2022
  • [SPARK-39093] Avoid codegen compilation error when dividing year-month intervals or day-time intervals by an integral.
  • [SPARK-38990] Avoid NullPointerException when evaluating date_trunc/trunc format as a bound reference.
  • Operating system security updates.
• May 18, 2022
  • Fixes a potential built-in memory leak in Auto Loader.
  • [SPARK-38918] Nested column pruning should filter out attributes that do not belong to the current relation.
  • [SPARK-37593] Reduce default page size by LONG_ARRAY_OFFSET if G1GC and ON_HEAP are used.
  • [SPARK-39084] Fix df.rdd.isEmpty() by using TaskContext to stop iterator on task completion.
  • [SPARK-32268] Add ColumnPruning in injectBloomFilter.
  • [SPARK-38974] Filter registered functions with a given database name in list functions.
  • [SPARK-38931] Create root dfs directory for RocksDBFileManager with an unknown number of keys on 1st checkpoint.
  • Operating system security updates.
• April 19, 2022
  • Upgraded Java AWS SDK from version 1.11.655 to 1.12.1899.
  • Fixed an issue with notebook-scoped libraries not working in batch streaming jobs.
  • [SPARK-38616] Keep track of SQL query text in Catalyst TreeNode
  • Operating system security updates.
• April 6, 2022
  • The following Spark SQL functions are now available with this release:
    • timestampadd() and dateadd(): Add a time duration in a specified unit to a time stamp expression.
    • timestampdiff() and datediff(): Calculate the time difference between two-time stamp expressions in a specified unit.
  • Parquet-MR has been upgraded to 1.12.2
  • Improved support for comprehensive schemas in parquet files
  • [SPARK-38631] Uses Java-based implementation for un-tarring at Utils.unpack.
  • [SPARK-38509][SPARK-38481] Cherry-pick three timestmapadd/diff changes.
  • [SPARK-38523] Fix referring to the corrupt record column from CSV.
  • [SPARK-38237] Allow ClusteredDistribution to require full clustering keys.
  • [SPARK-38437] Lenient serialization of datetime from datasource.
  • [SPARK-38180] Allow safe up-cast expressions in correlated equality predicates.
  • [SPARK-38155] Disallow distinct aggregate in lateral subqueries with unsupported predicates.
  • Operating system security updates.

Databricks Runtime 9.1 LTS

See Databricks Runtime 9.1 LTS.

• April 9, 2025
  • Operating system security updates.

• March 11, 2025
  • Operating system security updates.

• February 11, 2025
  • Operating system security updates.

• December 10, 2024
  • Operating system security updates.
• November 26, 2024
  • Operating system security updates.
• November 5, 2024
  • Operating system security updates.
• October 22, 2024
  • Operating system security updates.
• October 10, 2024
  • Operating system security updates.
• September 25, 2024
  • [SPARK-49000][SQL] Fix “select count(distinct 1) from t” where t is empty table by expanding RewriteDistinctAggregates
  • Operating system security updates.
• September 6, 2024
  • Operating system security updates.
• August 29, 2024
  • [SPARK-49065][SQL] Rebasing in legacy formatters/parsers must support non JVM default time zones
• August 14, 2024
• August 1, 2024
  • Operating system security updates.
• July 11, 2024
  • Operating system security updates.
• June 17, 2024
  • Operating system security updates.
• May 21, 2024
  • [SPARK-48105][SS] Fix the race condition between state store unloading and snapshotting
  • Operating system security updates.
• May 9, 2024
  • [SPARK-47973][CORE] Log call site in SparkContext.stop() and later in SparkContext.assertNotStopped()
  • [SPARK-44251][SQL] Set nullable correctly on coalesced join key in full outer USING join
  • Operating system security updates.
• April 25, 2024
  • Miscellaneous bug fixes.
• April 11, 2024
  • Operating system security updates.
• April 1, 2024
  • Revert “[SPARK-46861][CORE] Avoid Deadlock in DAGScheduler”
  • Operating system security updates.
• March 14, 2024
  • Operating system security updates.
• February 29, 2024
  • Fixed an issue where using a local collection as source in a MERGE command could result in the operation metric numSourceRows reporting double the correct number of rows.
  • Operating system security updates.
• February 13, 2024
  • [SPARK-46861] Avoid Deadlock in DAGScheduler.
  • Operating system security updates.
• January 31, 2024
  • Operating system security updates.
• December 25, 2023
  • To avoid increased latency when communicating over TLSv1.3, this maintenance release includes a patch to the JDK 8 installation to fix JDK bug JDK-8293562.
  • [SPARK-46058] Add separate flag for privateKeyPassword.
  • [SPARK-39440] Add a config to disable event timeline.
  • [SPARK-46132] Support key password for JKS keys for RPC SSL.
• December 14, 2023
  • Operating system security updates.
• November 29, 2023
  • Installed a new package, pyarrow-hotfix to remediate a PyArrow RCE vulnerability.
  • [SPARK-45859] Made UDF objects in ml.functions lazy.
  • [SPARK-45544] Integrated SSL support into TransportContext.
  • [SPARK-45730] Improved time constraints for ReloadingX509TrustManagerSuite.
  • Operating system security updates.
• November 14, 2023
  • [SPARK-45545] SparkTransportConf inherits SSLOptions upon creation.
  • [SPARK-45429] Added helper classes for SSL RPC communication.
  • [SPARK-45427] Added RPC SSL settings to SSLOptions and SparkTransportConf.
  • [SPARK-45584] Fixed subquery run failure with TakeOrderedAndProjectExec.
  • [SPARK-45541] Added SSLFactory.
  • [SPARK-42205] Removed logging accumulables in Stage and Task start events.
  • Operating system security updates.
• October 24, 2023
  • [SPARK-45426] Added support for ReloadingX509TrustManager.
  • Operating system security updates.
• October 13, 2023
  • Operating system security updates.
• September 10, 2023
  • Miscellaneous fixes.
• August 30, 2023
  • Operating system security updates.
• August 15, 2023
  • Operating system security updates.
• June 23, 2023
  • Snowflake-jdbc library is upgraded to 3.13.29 to address a security issue.
  • Operating system security updates.
• June 15, 2023
  • [SPARK-43098] Fix correctness COUNT bug when scalar subquery has a group by clause.
  • [SPARK-43156][SPARK-43098] Extend scalar subquery count bug test with decorrelateInnerQuery turned off.
  • [SPARK-40862] Support non-aggregated subqueries in RewriteCorrelatedScalarSubquery.
  • Operating system security updates.
• June 2, 2023
  • The JSON parser in failOnUnknownFields mode drops a record in DROPMALFORMED mode and fails directly in FAILFAST mode.
  • Fixed an issue in JSON rescued data parsing to prevent UnknownFieldException.
  • Fixed an issue in Auto Loader where different source file formats were inconsistent when the provided schema did not include inferred partitions. This issue could cause unexpected failures when reading files with missing columns in the inferred partition schema.
  • [SPARK-37520] Add the startswith() and endswith() string functions
  • [SPARK-43413] Fixed IN subquery ListQuery nullability.
  • Operating system security updates.
• May 17, 2023
  • Operating system security updates.
• April 25, 2023
  • Operating system security updates.
• April 11, 2023
  • Fixed an issue where Auto Loader schema evolution can go into an infinite fail loop when a new column is detected in the schema of a nested JSON object.
  • [SPARK-42967] Fix SparkListenerTaskStart.stageAttemptId when a task is started after the stage is canceled.
• March 29, 2023
  • Operating system security updates.
• March 14, 2023
  • [SPARK-42484] Improved error message for UnsafeRowUtils.
  • Miscellaneous fixes.
• February 28, 2023
  • Users can now read and write specific Delta tables requiring Reader version 3 and Writer version 7, using Databricks Runtime 9.1 LTS or later. To succeed, table features listed in the tables' protocol must be supported by the current version of Databricks Runtime.
  • Operating system security updates.
• February 16, 2023
  • Operating system security updates.
• January 31, 2023
  • Table types of JDBC tables are now EXTERNAL by default.
• January 18, 2023
  • Operating system security updates.
• November 29, 2022
  • Fixed an issue with JSON parsing in Auto Loader when all columns were left as strings (cloudFiles.inferColumnTypes was not set or set to false) and the JSON contained nested objects.
  • Operating system security updates.
• November 15, 2022
  • Upgraded Apache commons-text to 1.10.0.
  • Operating system security updates.
  • Miscellaneous fixes.
• November 1, 2022
  • Fixed an issue where if a Delta table had a user-defined column named _change_type, but Change data feed was turned off on that table, data in that column would incorrectly fill with NULL values when running MERGE.
  • Fixed an issue with Auto Loader where a file can be duplicated in the same micro-batch when allowOverwrites is enabled
  • [SPARK-40596] Populate ExecutorDecommission with messages in ExecutorDecommissionInfo
  • Operating system security updates.
• October 18, 2022
  • Operating system security updates.
• October 5, 2022
  • Miscellaneous fixes.
  • Operating system security updates.
• September 22, 2022
  • Users can set spark.conf.set(“spark.databricks.io.listKeysWithPrefix.azure.enabled”, “true”) to re-enable the built-in listing for Auto Loader on ADLS. Built-in listing was previously turned off due to performance issues but can have led to increased storage costs for customers.
  • [SPARK-40315] Add hashCode() for Literal of ArrayBasedMapData
  • [SPARK-40089] Fix sorting for some Decimal types
  • [SPARK-39887] RemoveRedundantAliases should keep aliases that make the output of projection nodes unique
• September 6, 2022
  • [SPARK-40235] Use interruptible lock instead of synchronized in Executor.updateDependencies()
  • [SPARK-35542] Fix: Bucketizer created for multiple columns with parameters splitsArray, inputCols and outputCols can not be loaded after saving it
  • [SPARK-40079] Add Imputer inputCols validation for empty input case
• August 24, 2022
  • [SPARK-39666] Use UnsafeProjection.create to respect spark.sql.codegen.factoryMode in ExpressionEncoder
  • [SPARK-39962] Apply projection when group attributes are empty
  • Operating system security updates.
• August 9, 2022
  • Operating system security updates.
• July 27, 2022
  • Make Delta MERGE operation results consistent when the source is non-deterministic.
  • [SPARK-39689] Support for 2-chars lineSep in CSV data source
  • [SPARK-39575] Added ByteBuffer#rewind after ByteBuffer#get in AvroDeserializer.
  • [SPARK-37392] Fixed the performance error for catalyst optimizer.
  • Operating system security updates.
• July 13, 2022
  • [SPARK-39419] ArraySort throws an exception when the comparator returns null.
  • Turned off Auto Loader's use of built-in cloud APIs for directory listing on Azure.
  • Operating system security updates.
• July 5, 2022
  • Operating system security updates.
  • Miscellaneous fixes.
• June 15, 2022
  • [SPARK-39283] Fix deadlock between TaskMemoryManager and UnsafeExternalSorter.SpillableIterator.
• June 2, 2022
  • [SPARK-34554] Implement the copy() method in ColumnarMap.
  • Operating system security updates.
• May 18, 2022
  • Fixed a potential built-in memory leak in Auto Loader.
  • Upgrade AWS SDK version from 1.11.655 to 1.11.678.
  • [SPARK-38918] Nested column pruning should filter out attributes that do not belong to the current relation
  • [SPARK-39084] Fix df.rdd.isEmpty() by using TaskContext to stop iterator on task completion
  • Operating system security updates.
• April 19, 2022
  • Operating system security updates.
  • Miscellaneous fixes.
• April 6, 2022
  • [SPARK-38631] Uses Java-based implementation for un-tarring at Utils.unpack.
  • Operating system security updates.
• March 22, 2022
  • Changed the current working directory of notebooks on High Concurrency clusters with either table access control or credential passthrough enabled to the user's home directory. Previously, the active directory was /databricks/driver.
  • [SPARK-38437] Lenient serialization of datetime from datasource
  • [SPARK-38180] Allow safe up-cast expressions in correlated equality predicates
  • [SPARK-38155] Disallow distinct aggregate in lateral subqueries with unsupported predicates
  • [SPARK-27442] Removed a check field when reading or writing data in a parquet.
• March 14, 2022
  • [SPARK-38236] Absolute file paths specified in the create/alter table are treated as relative
  • [SPARK-34069] Interrupt task thread if local property SPARK_JOB_INTERRUPT_ON_CANCEL is set to true.
• February 23, 2022
  • [SPARK-37859] SQL tables created with JDBC with Spark 3.1 are not readable with Spark 3.2.
• February 8, 2022
  • [SPARK-27442] Removed a check field when reading or writing data in a parquet.
  • Operating system security updates.
• February 1, 2022
  • Operating system security updates.
• January 26, 2022
  • Fixed an issue where concurrent transactions on Delta tables could commit in a non-serializable order under certain rare conditions.
  • Fixed an issue where the OPTIMIZE command could fail when the ANSI SQL dialect was enabled.
• January 19, 2022
  • Minor fixes and security enhancements.
  • Operating system security updates.
• November 4, 2021
  • Fixed an issue that could cause Structured Streaming streams to fail with an ArrayIndexOutOfBoundsException.
  • Fixed a race condition that might cause a query failure with an IOException like java.io.IOException: No FileSystem for scheme or that might cause modifications to sparkContext.hadoopConfiguration to not take effect in queries.
  • The Apache Spark Connector for Delta Sharing was upgraded to 0.2.0.
• October 20, 2021
  • Upgraded BigQuery connector from 0.18.1 to 0.22.2. This adds support for the BigNumeric type.