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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
- 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.
- Updated Python libraries:
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.
- Fixed the limitation that the
- 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.
- Updated Java libraries:
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.
- Fixed the limitation that the
- 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.
- Updated Python libraries:
- 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.
- Updated Java libraries:
- April 22, 2025
- Delta schema tracking will surface schema evolution errors with
DELTA_STREAMING_CANNOT_CONTINUE_PROCESSING_POST_SCHEMA_EVOLUTION
instead ofDELTA_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
- Delta schema tracking will surface schema evolution errors with
- 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
- 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.
- Fixed the limitation that the
- 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.
- Updated Python libraries:
- 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.
- Updated Java libraries:
- 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.
- Updated Java libraries:
- 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 theSparkListenerApplicationEnd
constructor. To restore binary compatibility, this fix adds a single argument constructor to theSparkListenerApplicationEnd
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.
- Databricks Runtime 14.3 and above include a fix for an issue that caused binary incompatibilities with code that instantiated a
- 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.
- 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
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.
- Fixed the limitation that the
- 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.
- Updated Python libraries:
- 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.
- Updated Java libraries:
- 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.
- Updated Java libraries:
- 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 theSparkListenerApplicationEnd
constructor. To restore binary compatibility, this fix adds a single argument constructor to theSparkListenerApplicationEnd
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.
- Databricks Runtime 14.3 and above include a fix for an issue that caused binary incompatibilities with code that instantiated a
- 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.
- 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
- 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.
- Updated Java libraries:
- 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
- Fixed the limitation that the
- 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.
- Updated Python libraries:
- 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.
- Updated Java libraries:
- 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.
- Updated Java libraries:
- 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.
- For compute not enabled for Photon,
- 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 theSparkListenerApplicationEnd
constructor. To restore binary compatibility, this fix adds a single argument constructor to theSparkListenerApplicationEnd
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.
- Databricks Runtime 14.3 and above include a fix for an issue that caused binary incompatibilities with code that instantiated a
- 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.
- 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
- December 10, 2024
- The
USE CATALOG
statement now supports theIDENTIFIER
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.
- The
- November 26, 2024
- With this release, you can now query the
vector_search
function usingquery_text
for text input orquery_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 is9000
(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 aQUERY_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.
- With this release, you can now query the
- 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()
andregexp_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 expressionsplit(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
.
- (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
- 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.
- The output from a
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
- Fixed the limitation that the
- 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.
- Updated Python libraries:
- 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.
- Updated Java libraries:
- 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 theSparkListenerApplicationEnd
constructor. To restore binary compatibility, this fix adds a single argument constructor to theSparkListenerApplicationEnd
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.
- Databricks Runtime 14.3 and above include a fix for an issue that caused binary incompatibilities with code that instantiated a
- 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.
- 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
- 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
andColumnarArray
classes in the Spark Java interface. Previous to this fix, anArrayIndexOutOfBoundsException
might be thrown or incorrect data returned when an instance of one of these classes containednull
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.
- This release includes a bug fix for the
- 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.
- (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
- 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 forSQLExpression
- [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.
- (Behavior change)
- May 9, 2024
- (Behavior change)
applyInPandas
andmapInPandas
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.
- (Behavior change)
- April 25, 2024
- [SPARK-47543][CONNECT][PYTHON] Inferring
dict
asMapType
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
asMapType
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.
- [SPARK-47543][CONNECT][PYTHON] Inferring
- 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 intostring
values. Previously, UDFs with a return type ofstr
would wrap the return value with astr()
function regardless of the actual data type of the returned value. - UDFs with
timestamp
return types no longer implicitly apply a conversion totimestamp
withtimezone
. - 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, usespark.databricks.pyspark.udf.isolation.memoryLimit
with a minimum value of100m
.
- UDFs with a
- 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.
- (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:
- 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.
- Updated Python libraries:
- 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.
- Fixed the limitation that the
- 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.
- Updated Python libraries:
- 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.
- Updated Java libraries:
- 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
andColumnarArray
classes in the Spark Java interface. Previous to this fix, anArrayIndexOutOfBoundsException
might be thrown or incorrect data returned when an instance of one of these classes containednull
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.
- This release includes a bug fix for the
- 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.
- (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
- 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.
- (Behavior change)
- 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 thecausedBroadcastJoinBuildOOM=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.
- The
- 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
andvalidateExprIdUniqueness
. - [SPARK-45730] Improved time constraints for
ReloadingX509TrustManagerSuite
. - [SPARK-45859] Made UDF objects in
ml.functions
lazy. - Operating system security updates.
- Installed a new package,
- 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
inheritsSSLOptions
upon creation. - [SPARK-45584] Fixed subquery run failure with
TakeOrderedAndProjectExec
. - [SPARK-45427] Added RPC SSL settings to
SSLOptions
andSparkTransportConf
. - [SPARK-45541] Added
SSLFactory
. - [SPARK-45430]
FramelessOffsetWindowFunction
no longer fails whenIGNORE NULLS
andoffset > 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 differentrocksdb
instance by removing file version map entries of larger versions. - [SPARK-45426] Added support for
ReloadingX509TrustManager
. - Miscellaneous fixes.
- [SPARK-45256] Fixed an issue where
- 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, setspark.sql.legacy.negativeIndexInArrayInsert
totrue
. - 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
andignoreMissingFiles
toHadoopRDD
andNewHadoopRDD
. - [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 returnsNone
instead ofSome(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.
- [SPARK-44873] Added support for
- 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 toOffHeapMemoryMode
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.
- The dbutils
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.
- Updated Python libraries:
- 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.
- Updated Python libraries:
- 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.
- (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
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
andTask
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.
- Installed a new package,
November 14, 2023
- Partition filters on Delta Lake streaming queries are pushed down before rate limiting to achieve better utilization.
- [SPARK-45545]
SparkTransportConf
inheritsSSLOptions
upon creation. - [SPARK-45427] Added RPC SSL settings to
SSLOptions
andSparkTransportConf
. - [SPARK-45584] Fixed subquery run failure with
TakeOrderedAndProjectExec
. - [SPARK-45541] Added
SSLFactory
. - [SPARK-45430]
FramelessOffsetWindowFunction
no longer fails whenIGNORE NULLS
andoffset > 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.
- [SPARK-45426] Added support for
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 toOffHeapMemoryMode
config value. - [SPARK-43799] Added descriptor binary option to PySpark
Protobuf
API. - Miscellaneous fixes.
- [SPARK-44873] Added support for
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.
- [SPARK-44485] Optimized
August 15, 2023
- [SPARK-44504] Maintenance task cleans up loaded providers on stop error.
- [SPARK-44464] Fixed
applyInPandasWithStatePythonRunner
to output rows that haveNull
as the first column value. - Operating system security updates.
July 29, 2023
- Fixed an issue where
dbutils.fs.ls()
returnedINVALID_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 thefileIndex
unnecessarily. - Operating system security updates.
- Fixed an issue where
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 inFlatMapGroupsWithStateExec
. - Operating system security updates.
- [SPARK-44337] Fixed an issue where any field set to
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 loadsEvalMode
in the main thread. - [SPARK-43156][SPARK-43098] Extended scalar subquery count error test with
decorrelateInnerQuery
turned off. - Operating system security updates.
- Photonized
June 2, 2023
- The JSON parser in
failOnUnknownFields
mode drops a record inDROPMALFORMED
mode and fails directly inFAILFAST
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
subqueryListQuery
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 setsInSubqueryExec#shouldBroadcast
to true. - [SPARK-43286] Updated
aes_encrypt
CBC mode to generate random IVs. - [SPARK-43378] Properly close stream objects in
deserializeFromChunkedBuffer
.
- The JSON parser in
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 thefailOnNewColumns
schema evolution mode, columns that have different data types would be read asnull
instead of throwing an error stating that the file cannot be read. These reads now fail and recommend users to use therescuedDataColumn
option. - Auto Loader now does the following.
-
- Correctly reads and no longer rescues
Integer
,Short
, andByte
types if one of these data types is provided, but the Avro file suggests one of the other two types.
- Correctly reads and no longer rescues
-
- Prevents reading interval types as date or time stamp types to avoid getting corrupt dates.
-
- Prevents reading
Decimal
types with lower precision.
- Prevents reading
- [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 thefailOnNewColumns
schema evolution mode, columns that had different data types would be read asnull
instead of throwing an error stating that the file cannot be read. These reads now fail and recommend users to use therescuedDataColumn
option. - Auto Loader now correctly reads and no longer rescues
Integer
,Short
, andByte
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()
withAny
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
ifappDirs
is null when worker handleWorkDirCleanup
event - [SPARK-43018] Fix bug for INSERT commands with timestamp literals
- Operating system security updates.
- If a Parquet file was read with just the
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.
- Support legacy data source formats in the
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
, andMERGE
commands can refer to any column's default value using the explicitDEFAULT
keyword. In addition, if anyINSERT
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.
- Updated Python libraries:
- 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.
- Updated Python libraries:
- 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.
- This release includes a fix for an edge case where an incremental
- 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.
- Installed a new package,
- 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
inheritsSSLOptions
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 whenIGNORE NULLS
andoffset > rowCount
. - [SPARK-45427] Added RPC SSL settings to
SSLOptions
andSparkTransportConf
. - Operating system security updates.
- October 24, 2023
- [SPARK-45426] Added support for
ReloadingX509TrustManager
. - Miscellaneous fixes.
- [SPARK-45426] Added support for
- 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.
- [SPARK-44818] Fixed race for pending task interrupt issued before
- 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 haveNull
as the first column value. - Operating system security updates.
- [SPARK-44485] Optimized
- July 27, 2023
- Fixed an issue where
dbutils.fs.ls()
returnedINVALID_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 thefileIndex
unnecessarily. - Operating system security updates.
- Fixed an issue where
- 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 loadsEvalMode
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.
- Photonized
- June 2, 2023
- The JSON parser in
failOnUnknownFields
mode drops a record inDROPMALFORMED
mode and fails directly inFAILFAST
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
subqueryListQuery
nullability. - [SPARK-43340] Fixed missing stack trace field in eventlogs.
- The JSON parser in
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.
- Updated Python libraries:
- 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.
- This release includes a fix for an edge case where an incremental
- 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.
- Installed a new package,
- November 14, 2023
- [SPARK-45541] Added
SSLFactory
. - [SPARK-45545]
SparkTransportConf
inheritsSSLOptions
upon creation. - [SPARK-45427] Added RPC SSL settings to
SSLOptions
andSparkTransportConf
. - [SPARK-45429] Added helper classes for SSL RPC communication.
- [SPARK-45584] Fixed subquery run failure with
TakeOrderedAndProjectExec
. - Revert [SPARK-33861].
- Operating system security updates.
- [SPARK-45541] Added
- October 24, 2023
- [SPARK-45426] Added support for
ReloadingX509TrustManager
. - Operating system security updates.
- [SPARK-45426] Added support for
- 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.
- [SPARK-45084]
- 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.
- [SPARK-44818] Fixed race for pending task interrupt issued before
- 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 inDROPMALFORMED
mode and fails directly inFAILFAST
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
subqueryListQuery
nullability. - Operating system security updates.
- The JSON parser in
- 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 separateAND
andOR
. - [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.
- [SPARK-42928] Make
- 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 setsInSubqueryExec#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.
- 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:
- 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 totrue
, removes leading white space from values during writes whentempformat
is set toCSV
orCSV GZIP
. Whitespaces are retained when the config is set tofalse
. By default, the value istrue
.csvignoretrailingwhitespace
, when set totrue
, removes trailing white space from values during writes whentempformat
is set toCSV
orCSV GZIP
. Whitespaces are retained when the config is set tofalse
. By default, the value istrue
.
- Fixed an issue with JSON parsing in Auto Loader when all columns were left as strings (
cloudFiles.inferColumnTypes
was not set or set tofalse
) and the JSON contained nested objects. - Operating system security updates.
- 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:
- 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
totrue
. 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 runningMERGE
. - 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.
- Fixed an issue where if a Delta table had a user-defined column named
- 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.
- [SPARK-40468] Fix column pruning in CSV when
- 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
- Users can set spark.conf.set(
- 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()
anddateadd()
: Add a time duration in a specified unit to a time stamp expression.timestampdiff()
anddatediff()
: 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.
- The following Spark SQL functions are now available with this release:
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.
- Installed a new package,
- November 14, 2023
- [SPARK-45545]
SparkTransportConf
inheritsSSLOptions
upon creation. - [SPARK-45429] Added helper classes for SSL RPC communication.
- [SPARK-45427] Added RPC SSL settings to
SSLOptions
andSparkTransportConf
. - [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.
- [SPARK-45545]
- October 24, 2023
- [SPARK-45426] Added support for
ReloadingX509TrustManager
. - Operating system security updates.
- [SPARK-45426] Added support for
- 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 inDROPMALFORMED
mode and fails directly inFAILFAST
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()
andendswith()
string functions - [SPARK-43413] Fixed
IN
subqueryListQuery
nullability. - Operating system security updates.
- The JSON parser in
- 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.
- [SPARK-42484] Improved error message for
- 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 tofalse
) and the JSON contained nested objects. - Operating system security updates.
- Fixed an issue with JSON parsing in Auto Loader when all columns were left as strings (
- 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 runningMERGE
. - 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.
- Fixed an issue where if a Delta table had a user-defined column named
- 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.
- [SPARK-39666] Use UnsafeProjection.create to respect
- 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
afterByteBuffer#get
inAvroDeserializer
. - [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.
- [SPARK-39419]
- July 5, 2022
- Operating system security updates.
- Miscellaneous fixes.
- June 15, 2022
- [SPARK-39283] Fix deadlock between
TaskMemoryManager
andUnsafeExternalSorter.SpillableIterator
.
- [SPARK-39283] Fix deadlock between
- June 2, 2022
- [SPARK-34554] Implement the
copy()
method inColumnarMap
. - Operating system security updates.
- [SPARK-34554] Implement the
- 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 usingTaskContext
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.
- 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
- 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 tosparkContext.hadoopConfiguration
to not take effect in queries. - The Apache Spark Connector for Delta Sharing was upgraded to 0.2.0.
- Fixed an issue that could cause Structured Streaming streams to fail with an
- October 20, 2021
- Upgraded BigQuery connector from 0.18.1 to 0.22.2. This adds support for the BigNumeric type.