Amazon EMR release 6.15.0
6.15.0 application versions
The following applications are supported in this release: Delta
The table below lists the application versions available in this release of Amazon EMR and the application versions in the preceding three Amazon EMR releases (when applicable).
For a comprehensive history of application versions for each release of Amazon EMR, see the following topics:
emr-6.15.0 | emr-6.14.0 | emr-6.13.0 | emr-6.12.0 | |
---|---|---|---|---|
AWS SDK for Java | 2.20.160-amzn-0, 1.12.569 | 1.12.543 | 1.12.513 | 1.12.490 |
Python | 2.7, 3.7 | 2.7, 3.7 | 2.7, 3.7 | 2.7, 3.7 |
Scala | 2.12.17 | 2.12.15 | 2.12.15 | 2.12.15 |
AmazonCloudWatchAgent | - | - | - | - |
Delta | 2.4.0 | 2.4.0 | 2.4.0 | 2.4.0 |
Flink | 1.17.1 | 1.17.1 | 1.17.0 | 1.17.0 |
Ganglia | 3.7.2 | 3.7.2 | 3.7.2 | 3.7.2 |
HBase | 2.4.17 | 2.4.17 | 2.4.17 | 2.4.17 |
HCatalog | 3.1.3 | 3.1.3 | 3.1.3 | 3.1.3 |
Hadoop | 3.3.6 | 3.3.3 | 3.3.3 | 3.3.3 |
Hive | 3.1.3 | 3.1.3 | 3.1.3 | 3.1.3 |
Hudi | 0.14.0-amzn-0 | 0.13.1-amzn-2 | 0.13.1-amzn-1 | 0.13.1-amzn-0 |
Hue | 4.11.0 | 4.11.0 | 4.11.0 | 4.11.0 |
Iceberg | 1.4.0-amzn-0 | 1.3.1-amzn-0 | 1.3.0-amzn-1 | 1.3.0-amzn-0 |
JupyterEnterpriseGateway | 2.6.0 | 2.6.0 | 2.6.0 | 2.6.0 |
JupyterHub | 1.5.0 | 1.5.0 | 1.5.0 | 1.4.1 |
Livy | 0.7.1 | 0.7.1 | 0.7.1 | 0.7.1 |
MXNet | 1.9.1 | 1.9.1 | 1.9.1 | 1.9.1 |
Mahout | - | - | - | - |
Oozie | 5.2.1 | 5.2.1 | 5.2.1 | 5.2.1 |
Phoenix | 5.1.3 | 5.1.3 | 5.1.3 | 5.1.3 |
Pig | 0.17.0 | 0.17.0 | 0.17.0 | 0.17.0 |
Presto | 0.283 | 0.281 | 0.281 | 0.281 |
Spark | 3.4.1 | 3.4.1 | 3.4.1 | 3.4.0 |
Sqoop | 1.4.7 | 1.4.7 | 1.4.7 | 1.4.7 |
TensorFlow | 2.11.0 | 2.11.0 | 2.11.0 | 2.11.0 |
Tez | 0.10.2 | 0.10.2 | 0.10.2 | 0.10.2 |
Trino (PrestoSQL) | 426 | 422 | 414 | 414 |
Zeppelin | 0.10.1 | 0.10.1 | 0.10.1 | 0.10.1 |
ZooKeeper | 3.5.10 | 3.5.10 | 3.5.10 | 3.5.10 |
6.15.0 release notes
The following release notes include information for Amazon EMR release 6.15.0. Changes are relative to 6.14.0. For information on the release timeline, see the 6.15.0 change log.
New features
-
Application upgrades – Amazon EMR 6.15.0 application upgrades include Apache Hadoop 3.3.6, Apache Hudi 0.14.0-amzn-0, Iceberg 1.4.0-amzn-0, and Trino 426.
-
Faster launches for EMR clusters that run on EC2
– It's now up to 35% faster to launch an Amazon EMR on EC2 cluster. With this improvement, most customers can launch their clusters in 5 minutes or less. -
CodeWhisperer for EMR Studio – You can now use Amazon CodeWhisperer with Amazon EMR Studio to get real-time recommendations as you write code in JupyterLab. CodeWhisperer can complete your comments, finish single lines of code, make line-by-line recommendations, and generate fully-formed functions.
-
Faster job restart times with Flink – With Amazon EMR 6.15.0 and higher, several new mechanisms are available for Apache Flink to improve the job restart time during task recovery or scaling operations. This optimizes the speed of recovery and restart of execution graphs to improve job stability.
-
Table-level and fine-grained access control for open-table formats – With Amazon EMR 6.15.0 and higher, when you run Spark jobs on Amazon EMR on EC2 clusters that access data in the AWS Glue Data Catalog, you can use AWS Lake Formation to apply table, row, column, and cell level permissions on Hudi, Iceberg, or Delta Lake based tables.
-
Hadoop upgrade – Amazon EMR 6.15.0 includes an upgrade of Apache Hadoop to version 3.3.6. Hadoop 3.3.6 was the latest version at the time of the Amazon EMR 6.15 deployment, released by Apache in June 2023. Prior releases of Amazon EMR (6.9.0 to 6.14.x) used Hadoop 3.3.3.
The upgrade includes hundreds of improvements and fixes, and features that include reconfigurable datanode parameters,
DFSAdmin
option to initiate bulk reconfiguration operations on all live datanodes, and a vectored API that allows seek-heavy readers to specify multiple ranges to read. Hadoop 3.3.6 also adds support for HDFS APIs and semantics for its write-ahead log (WAL), so that HBase can run on other storage system implementations. For more information, see the changelogs for versions 3.3.4, 3.3.5 , and 3.3.6 in the Apache Hadoop documentation. -
Support for AWS SDK for Java, version 2 - Amazon EMR 6.15.0 applications can use AWS SDK for Java versions 1.12.569
or 2.20.160 if the application supports v2. The AWS SDK for Java 2.x is a major rewrite of the version 1.x code base. It’s built on top of Java 8+ and adds several frequently requested features. These include support for non-blocking I/O, and the ability to plug in a different HTTP implementation at runtime. For more information, including a Migration Guide from SDK for Java v1 to v2, see the AWS SDK for Java, version 2 guide.
Changes, enhancements, and resolved issues
To improve your high-availability EMR clusters, this release enables connectivity to Amazon EMR daemons on local host that use IPv6 endpoints.
This release enables TLS 1.2 for communication with ZooKeeper provisioned on all the primary nodes of your high-availability cluster.
This release improves the management of ZooKeeper transaction log files that are maintained on primary nodes to minimize scenarios where the log files grow out of bounds and interrupt cluster operations.
This release makes intra-node communication more resilient for high-availability EMR clusters. This improvement reduces the chance of bootstrap action failures or cluster start failures.
-
Tez in Amazon EMR 6.15.0 introduces configurations that you can specify to asynchronously open the input splits in a Tez grouped split. This results in faster performance of read queries when there are a large number of input splits in a single Tez grouped split. For more information, see Tez asynchronous split opening.
When you launch a cluster with the latest patch release of Amazon EMR 5.36 or higher, 6.6 or higher, or 7.0 or higher, Amazon EMR uses the latest Amazon Linux 2023 or Amazon Linux 2 release for the default Amazon EMR AMI. For more information, see Using the default Amazon Linux AMI for Amazon EMR.
OsReleaseLabel (Amazon Linux version) Amazon Linux kernel version Available date Supported Regions 2.0.20241001.0 4.14.352 October 4, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Frankfurt), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Canada (Central), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia) 2.0.20240816.0 4.14.350 August 21, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Frankfurt), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Canada (Central), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia) 2.0.20240809.0 4.14.349 August 20, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Frankfurt), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Canada (Central), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia) 2.0.20240719.0 4.14.348 July 25, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Frankfurt), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Canada (Central), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia) 2.0.20240709.1 4.14.348 July 23, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Frankfurt), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Canada (Central), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia), Asia Pacific (Hyderabad), Middle East (UAE), Europe (Spain), Europe (Zurich), Asia Pacific (Melbourne), Israel (Tel Aviv), Canada West (Calgary) 2.0.20240223.0 4.14.336 March 8, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Spain), Europe (Frankfurt), Europe (Zurich), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Hyderabad), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Middle East (UAE), Canada (Central), Israel (Tel Aviv), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia), Canada West (Calgary) 2.0.20240131.0 4.14.336 February 14, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Spain), Europe (Frankfurt), Europe (Zurich), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Hyderabad), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Middle East (UAE), Canada (Central), Israel (Tel Aviv), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia), Canada West (Calgary) 2.0.20240124.0 4.14.336 February 7, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Spain), Europe (Frankfurt), Europe (Zurich), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Hyderabad), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Middle East (UAE), Canada (Central), Israel (Tel Aviv), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia), Canada West (Calgary) 2.0.20240109.0 4.14.334 January 24, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Spain), Europe (Frankfurt), Europe (Zurich), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Hyderabad), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Middle East (UAE), Canada (Central), Israel (Tel Aviv), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia), Canada West (Calgary) 2.0.20231218.0 4.14.330 January 2, 2024 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Spain), Europe (Frankfurt), Europe (Zurich), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Hyderabad), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Middle East (UAE), Canada (Central), Israel (Tel Aviv), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia) 2.0.20231206.0 4.14.330 December 22, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Spain), Europe (Frankfurt), Europe (Zurich), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Hyderabad), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Middle East (UAE), Canada (Central), Israel (Tel Aviv), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia) 2.0.20231116.0 4.14.328 December 11, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Spain), Europe (Frankfurt), Europe (Zurich), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Hyderabad), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Middle East (UAE), Canada (Central), Israel (Tel Aviv), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia) 2.0.20231101.0 4.14.327 November 13, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Europe (Stockholm), Europe (Milan), Europe (Spain), Europe (Frankfurt), Europe (Zurich), Europe (Ireland), Europe (London), Europe (Paris), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Hyderabad), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Asia Pacific (Jakarta), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Middle East (UAE), Canada (Central), Israel (Tel Aviv), AWS GovCloud (US-West), AWS GovCloud (US-East), China (Beijing), China (Ningxia)
6.15.0 default Java versions
Amazon EMR releases 6.12.0 and higher support all applications with Amazon Corretto 8 by default, except for Trino. For Trino, Amazon EMR supports Amazon Corretto 17 by default starting with Amazon EMR release 6.9.0. Amazon EMR also supports some applications with Amazon Corretto 11 and 17. Those applications are listed in the following table. If you want to change the default JVM on your cluster, follow the instructions in Configure applications to use a specific Java Virtual Machine for each application that runs on the cluster. You can only use one Java runtime version for a cluster. Amazon EMR doesn't support running different nodes or applications on different runtime versions on the same cluster.
While Amazon EMR supports both Amazon Corretto 11 and 17 on Apache Spark, Apache Hadoop, and Apache Hive, performance might regress for some workloads when you use these versions of Corretto. We recommend that you test your workloads before you change defaults.
The following table shows the default Java versions for applications in Amazon EMR 6.15.0:
Application | Java / Amazon Corretto version (default is bold) |
---|---|
Delta | 17, 11, 8 |
Flink | 11, 8 |
Ganglia | 8 |
HBase | 11, 8 |
HCatalog | 17, 11, 8 |
Hadoop | 17, 11, 8 |
Hive | 17, 11, 8 |
Hudi | 17, 11, 8 |
Iceberg | 17, 11, 8 |
Livy | 17, 11, 8 |
Oozie | 17, 11, 8 |
Phoenix | 8 |
PrestoDB | 8 |
Spark | 17, 11, 8 |
Spark RAPIDS | 17, 11, 8 |
Sqoop | 8 |
Tez | 17, 11, 8 |
Trino | 17 |
Zeppelin | 8 |
Pig | 8 |
Zookeeper | 8 |
6.15.0 component versions
The components that Amazon EMR installs with this release are listed below. Some are installed as part of big-data application packages. Others are unique to Amazon EMR and installed for system processes and features. These typically start with emr
or aws
. Big-data application packages in the most recent Amazon EMR release are usually the latest version found in the community. We make community releases available in Amazon EMR as quickly as possible.
Some components in Amazon EMR differ from community versions. These components have a version label in the form
. The CommunityVersion
-amzn-EmrVersion
starts at 0. For example, if open source community component named EmrVersion
myapp-component
with version 2.2 has been modified three times for inclusion in different Amazon EMR releases, its release version is listed as 2.2-amzn-2
.
Component | Version | Description |
---|---|---|
aws-sagemaker-spark-sdk | 1.4.2 | Amazon SageMaker Spark SDK |
delta | 2.4.0 | Delta lake is an open table format for huge analytic datasets |
delta-standalone-connectors | 0.6.0 | Delta Connectors provide different runtimes to integrate Delta Lake with engines like Flink, Hive and Presto. |
emr-ddb | 5.2.0 | Amazon DynamoDB connector for Hadoop ecosystem applications. |
emr-goodies | 3.8.0 | Extra convenience libraries for the Hadoop ecosystem. |
emr-kinesis | 3.12.0 | Amazon Kinesis connector for Hadoop ecosystem applications. |
emr-notebook-env | 1.7.0 | Conda env for emr notebook which includes jupyter enterprise gateway |
emr-s3-dist-cp | 2.29.0 | Distributed copy application optimized for Amazon S3. |
emr-s3-select | 2.8.0 | EMR S3Select Connector |
emr-wal-cli | 1.2.0 | Cli used for emrwal list/deletion. |
emrfs | 2.60.0 | Amazon S3 connector for Hadoop ecosystem applications. |
flink-client | 1.17.1-amzn-1 | Apache Flink command line client scripts and applications. |
flink-jobmanager-config | 1.17.1-amzn-1 | Managing resources on EMR nodes for Apache Flink JobManager. |
ganglia-monitor | 3.7.2 | Embedded Ganglia agent for Hadoop ecosystem applications along with the Ganglia monitoring agent. |
ganglia-metadata-collector | 3.7.2 | Ganglia metadata collector for aggregating metrics from Ganglia monitoring agents. |
ganglia-web | 3.7.1 | Web application for viewing metrics collected by the Ganglia metadata collector. |
hadoop-client | 3.3.6-amzn-1 | Hadoop command-line clients such as 'hdfs', 'hadoop', or 'yarn'. |
hadoop-hdfs-datanode | 3.3.6-amzn-1 | HDFS node-level service for storing blocks. |
hadoop-hdfs-library | 3.3.6-amzn-1 | HDFS command-line client and library |
hadoop-hdfs-namenode | 3.3.6-amzn-1 | HDFS service for tracking file names and block locations. |
hadoop-hdfs-journalnode | 3.3.6-amzn-1 | HDFS service for managing the Hadoop filesystem journal on HA clusters. |
hadoop-httpfs-server | 3.3.6-amzn-1 | HTTP endpoint for HDFS operations. |
hadoop-kms-server | 3.3.6-amzn-1 | Cryptographic key management server based on Hadoop's KeyProvider API. |
hadoop-mapred | 3.3.6-amzn-1 | MapReduce execution engine libraries for running a MapReduce application. |
hadoop-yarn-nodemanager | 3.3.6-amzn-1 | YARN service for managing containers on an individual node. |
hadoop-yarn-resourcemanager | 3.3.6-amzn-1 | YARN service for allocating and managing cluster resources and distributed applications. |
hadoop-yarn-timeline-server | 3.3.6-amzn-1 | Service for retrieving current and historical information for YARN applications. |
hbase-hmaster | 2.4.17-amzn-3 | Service for an HBase cluster responsible for coordination of Regions and execution of administrative commands. |
hbase-region-server | 2.4.17-amzn-3 | Service for serving one or more HBase regions. |
hbase-client | 2.4.17-amzn-3 | HBase command-line client. |
hbase-rest-server | 2.4.17-amzn-3 | Service providing a RESTful HTTP endpoint for HBase. |
hbase-thrift-server | 2.4.17-amzn-3 | Service providing a Thrift endpoint to HBase. |
hbase-operator-tools | 2.4.17-amzn-3 | Repair tool for Apache HBase clusters. |
hcatalog-client | 3.1.3-amzn-8 | The 'hcat' command line client for manipulating hcatalog-server. |
hcatalog-server | 3.1.3-amzn-8 | Service providing HCatalog, a table and storage management layer for distributed applications. |
hcatalog-webhcat-server | 3.1.3-amzn-8 | HTTP endpoint providing a REST interface to HCatalog. |
hive-client | 3.1.3-amzn-8 | Hive command line client. |
hive-hbase | 3.1.3-amzn-8 | Hive-hbase client. |
hive-metastore-server | 3.1.3-amzn-8 | Service for accessing the Hive metastore, a semantic repository storing metadata for SQL on Hadoop operations. |
hive-server2 | 3.1.3-amzn-8 | Service for accepting Hive queries as web requests. |
hudi | 0.14.0-amzn-0 | Incremental processing framework to power data pipeline at low latency and high efficiency. |
hudi-presto | 0.14.0-amzn-0 | Bundle library for running Presto with Hudi. |
hudi-trino | 0.14.0-amzn-0 | Bundle library for running Trino with Hudi. |
hudi-spark | 0.14.0-amzn-0 | Bundle library for running Spark with Hudi. |
hue-server | 4.11.0 | Web application for analyzing data using Hadoop ecosystem applications |
iceberg | 1.4.0-amzn-0 | Apache Iceberg is an open table format for huge analytic datasets |
jupyterhub | 1.5.0 | Multi-user server for Jupyter notebooks |
livy-server | 0.7.1-incubating | REST interface for interacting with Apache Spark |
nginx | 1.12.1 | nginx [engine x] is an HTTP and reverse proxy server |
mxnet | 1.9.1 | A flexible, scalable, and efficient library for deep learning. |
mariadb-server | 5.5.68+ | MariaDB database server. |
nvidia-cuda | 11.8.0 | Nvidia drivers and Cuda toolkit |
oozie-client | 5.2.1 | Oozie command-line client. |
oozie-server | 5.2.1 | Service for accepting Oozie workflow requests. |
opencv | 4.7.0 | Open Source Computer Vision Library. |
phoenix-library | 5.1.3 | The phoenix libraries for server and client |
phoenix-connectors | 5.1.3 | Apache Phoenix-Connectors for Spark-3 |
phoenix-query-server | 6.0.0 | A light weight server providing JDBC access as well as Protocol Buffers and JSON format access to the Avatica API |
presto-coordinator | 0.283-amzn-0 | Service for accepting queries and managing query execution among presto-workers. |
presto-worker | 0.283-amzn-0 | Service for executing pieces of a query. |
presto-client | 0.283-amzn-0 | Presto command-line client which is installed on an HA cluster's stand-by masters where Presto server is not started. |
trino-coordinator | 426-amzn-0 | Service for accepting queries and managing query execution among trino-workers. |
trino-worker | 426-amzn-0 | Service for executing pieces of a query. |
trino-client | 426-amzn-0 | Trino command-line client which is installed on an HA cluster's stand-by masters where Trino server is not started. |
pig-client | 0.17.0 | Pig command-line client. |
r | 4.0.2 | The R Project for Statistical Computing |
ranger-kms-server | 2.0.0 | Apache Ranger Key Management System |
spark-client | 3.4.1-amzn-2 | Spark command-line clients. |
spark-history-server | 3.4.1-amzn-2 | Web UI for viewing logged events for the lifetime of a completed Spark application. |
spark-on-yarn | 3.4.1-amzn-2 | In-memory execution engine for YARN. |
spark-yarn-slave | 3.4.1-amzn-2 | Apache Spark libraries needed by YARN slaves. |
spark-rapids | 23.08.1-amzn-0 | Nvidia Spark RAPIDS plugin that accelerates Apache Spark with GPUs. |
sqoop-client | 1.4.7 | Apache Sqoop command-line client. |
tensorflow | 2.11.0 | TensorFlow open source software library for high performance numerical computation. |
tez-on-yarn | 0.10.2-amzn-6 | The tez YARN application and libraries. |
tez-on-worker | 0.10.2-amzn-6 | The tez YARN application and libraries for worker nodes. |
webserver | 2.4.41+ | Apache HTTP server. |
zeppelin-server | 0.10.1 | Web-based notebook that enables interactive data analytics. |
zookeeper-server | 3.5.10 | Centralized service for maintaining configuration information, naming, providing distributed synchronization, and providing group services. |
zookeeper-client | 3.5.10 | ZooKeeper command line client. |
6.15.0 configuration classifications
Configuration classifications allow you to customize applications. These often correspond to a configuration XML file for the application, such as hive-site.xml
. For more information, see Configure applications.
Reconfiguration actions occur when you specify a configuration for instance groups in a running cluster. Amazon EMR only initiates reconfiguration actions for the classifications that you modify. For more information, see Reconfigure an instance group in a running cluster.
Classifications | Description | Reconfiguration Actions |
---|---|---|
capacity-scheduler | Change values in Hadoop's capacity-scheduler.xml file. | Restarts the ResourceManager service. |
container-executor | Change values in Hadoop YARN's container-executor.cfg file. | Not available. |
container-log4j | Change values in Hadoop YARN's container-log4j.properties file. | Not available. |
core-site | Change values in Hadoop's core-site.xml file. | Restarts the Hadoop HDFS services Namenode, SecondaryNamenode, Datanode, ZKFC, and Journalnode. Restarts the Hadoop YARN services ResourceManager, NodeManager, ProxyServer, and TimelineServer. Additionally restarts Hadoop KMS, Ranger KMS, HiveServer2, Hive MetaStore, Hadoop Httpfs, and MapReduce-HistoryServer. |
docker-conf | Change docker related settings. | Not available. |
emrfs-site | Change EMRFS settings. | Restarts the Hadoop HDFS services Namenode, SecondaryNamenode, Datanode, ZKFC, and Journalnode. Restarts the Hadoop YARN services ResourceManager, NodeManager, ProxyServer, and TimelineServer. Additionally restarts HBaseRegionserver, HBaseMaster, HBaseThrift, HBaseRest, HiveServer2, Hive MetaStore, Hadoop Httpfs, and MapReduce-HistoryServer. |
flink-conf | Change flink-conf.yaml settings. | Restarts Flink history server. |
flink-log4j | Change Flink log4j.properties settings. | Restarts Flink history server. |
flink-log4j-session | Change Flink log4j-session.properties settings for Kubernetes/Yarn session. | Restarts Flink history server. |
flink-log4j-cli | Change Flink log4j-cli.properties settings. | Restarts Flink history server. |
hadoop-env | Change values in the Hadoop environment for all Hadoop components. | Restarts the Hadoop HDFS services Namenode, SecondaryNamenode, Datanode, ZKFC, and Journalnode. Restarts the Hadoop YARN services ResourceManager, NodeManager, ProxyServer, and TimelineServer. Additionally restarts PhoenixQueryserver, HiveServer2, Hive MetaStore, and MapReduce-HistoryServer. |
hadoop-log4j | Change values in Hadoop's log4j.properties file. | Restarts the Hadoop HDFS services SecondaryNamenode, Datanode, and Journalnode. Restarts the Hadoop YARN services ResourceManager, NodeManager, ProxyServer, and TimelineServer. Additionally restarts Hadoop KMS, Hadoop Httpfs, and MapReduce-HistoryServer. |
hadoop-ssl-server | Change hadoop ssl server configuration | Not available. |
hadoop-ssl-client | Change hadoop ssl client configuration | Not available. |
hbase | Amazon EMR-curated settings for Apache HBase. | Custom EMR specific property. Sets emrfs-site and hbase-site configs. See those for their associated restarts. |
hbase-env | Change values in HBase's environment. | Restarts the HBase services RegionServer, HBaseMaster, ThriftServer, RestServer. |
hbase-log4j | Change values in HBase's hbase-log4j.properties file. | Restarts the HBase services RegionServer, HBaseMaster, ThriftServer, RestServer. |
hbase-metrics | Change values in HBase's hadoop-metrics2-hbase.properties file. | Restarts the HBase services RegionServer, HBaseMaster, ThriftServer, RestServer. |
hbase-policy | Change values in HBase's hbase-policy.xml file. | Not available. |
hbase-site | Change values in HBase's hbase-site.xml file. | Restarts the HBase services RegionServer, HBaseMaster, ThriftServer, RestServer. Additionally restarts Phoenix QueryServer. |
hdfs-encryption-zones | Configure HDFS encryption zones. | This classification should not be reconfigured. |
hdfs-env | Change values in the HDFS environment. | Restarts Hadoop HDFS services Namenode, Datanode, and ZKFC. |
hdfs-site | Change values in HDFS's hdfs-site.xml. | Restarts the Hadoop HDFS services Namenode, SecondaryNamenode, Datanode, ZKFC, and Journalnode. Additionally restarts Hadoop Httpfs. |
hcatalog-env | Change values in HCatalog's environment. | Restarts Hive HCatalog Server. |
hcatalog-server-jndi | Change values in HCatalog's jndi.properties. | Restarts Hive HCatalog Server. |
hcatalog-server-proto-hive-site | Change values in HCatalog's proto-hive-site.xml. | Restarts Hive HCatalog Server. |
hcatalog-webhcat-env | Change values in HCatalog WebHCat's environment. | Restarts Hive WebHCat server. |
hcatalog-webhcat-log4j2 | Change values in HCatalog WebHCat's log4j2.properties. | Restarts Hive WebHCat server. |
hcatalog-webhcat-site | Change values in HCatalog WebHCat's webhcat-site.xml file. | Restarts Hive WebHCat server. |
hive | Amazon EMR-curated settings for Apache Hive. | Sets configurations to launch Hive LLAP service. |
hive-beeline-log4j2 | Change values in Hive's beeline-log4j2.properties file. | Not available. |
hive-parquet-logging | Change values in Hive's parquet-logging.properties file. | Not available. |
hive-env | Change values in the Hive environment. | Restarts HiveServer2, HiveMetastore, and Hive HCatalog-Server. Runs Hive schemaTool CLI commands to verify hive-metastore. |
hive-exec-log4j2 | Change values in Hive's hive-exec-log4j2.properties file. | Not available. |
hive-llap-daemon-log4j2 | Change values in Hive's llap-daemon-log4j2.properties file. | Not available. |
hive-log4j2 | Change values in Hive's hive-log4j2.properties file. | Not available. |
hive-site | Change values in Hive's hive-site.xml file | Restarts HiveServer2, HiveMetastore, and Hive HCatalog-Server. Runs Hive schemaTool CLI commands to verify hive-metastore. Also restarts Oozie and Zeppelin. |
hiveserver2-site | Change values in Hive Server2's hiveserver2-site.xml file | Not available. |
hue-ini | Change values in Hue's ini file | Restarts Hue. Also activates Hue config override CLI commands to pick up new configurations. |
httpfs-env | Change values in the HTTPFS environment. | Restarts Hadoop Httpfs service. |
httpfs-site | Change values in Hadoop's httpfs-site.xml file. | Restarts Hadoop Httpfs service. |
hadoop-kms-acls | Change values in Hadoop's kms-acls.xml file. | Not available. |
hadoop-kms-env | Change values in the Hadoop KMS environment. | Restarts Hadoop-KMS service. |
hadoop-kms-java-home | Change Hadoop's KMS java home | Not available. |
hadoop-kms-log4j | Change values in Hadoop's kms-log4j.properties file. | Not available. |
hadoop-kms-site | Change values in Hadoop's kms-site.xml file. | Restarts Hadoop-KMS and Ranger-KMS service. |
hudi-env | Change values in the Hudi environment. | Not available. |
hudi-defaults | Change values in Hudi's hudi-defaults.conf file. | Not available. |
iceberg-defaults | Change values in Iceberg's iceberg-defaults.conf file. | Not available. |
delta-defaults | Change values in Delta's delta-defaults.conf file. | Not available. |
jupyter-notebook-conf | Change values in Jupyter Notebook's jupyter_notebook_config.py file. | Not available. |
jupyter-hub-conf | Change values in JupyterHubs's jupyterhub_config.py file. | Not available. |
jupyter-s3-conf | Configure Jupyter Notebook S3 persistence. | Not available. |
jupyter-sparkmagic-conf | Change values in Sparkmagic's config.json file. | Not available. |
livy-conf | Change values in Livy's livy.conf file. | Restarts Livy Server. |
livy-env | Change values in the Livy environment. | Restarts Livy Server. |
livy-log4j2 | Change Livy log4j2.properties settings. | Restarts Livy Server. |
mapred-env | Change values in the MapReduce application's environment. | Restarts Hadoop MapReduce-HistoryServer. |
mapred-site | Change values in the MapReduce application's mapred-site.xml file. | Restarts Hadoop MapReduce-HistoryServer. |
oozie-env | Change values in Oozie's environment. | Restarts Oozie. |
oozie-log4j | Change values in Oozie's oozie-log4j.properties file. | Restarts Oozie. |
oozie-site | Change values in Oozie's oozie-site.xml file. | Restarts Oozie. |
phoenix-hbase-metrics | Change values in Phoenix's hadoop-metrics2-hbase.properties file. | Not available. |
phoenix-hbase-site | Change values in Phoenix's hbase-site.xml file. | Not available. |
phoenix-log4j | Change values in Phoenix's log4j.properties file. | Restarts Phoenix-QueryServer. |
phoenix-metrics | Change values in Phoenix's hadoop-metrics2-phoenix.properties file. | Not available. |
pig-env | Change values in the Pig environment. | Not available. |
pig-properties | Change values in Pig's pig.properties file. | Restarts Oozie. |
pig-log4j | Change values in Pig's log4j.properties file. | Not available. |
presto-log | Change values in Presto's log.properties file. | Restarts Presto-Server (for PrestoDB) |
presto-config | Change values in Presto's config.properties file. | Restarts Presto-Server (for PrestoDB) |
presto-password-authenticator | Change values in Presto's password-authenticator.properties file. | Not available. |
presto-env | Change values in Presto's presto-env.sh file. | Restarts Presto-Server (for PrestoDB) |
presto-node | Change values in Presto's node.properties file. | Not available. |
presto-connector-blackhole | Change values in Presto's blackhole.properties file. | Not available. |
presto-connector-cassandra | Change values in Presto's cassandra.properties file. | Not available. |
presto-connector-hive | Change values in Presto's hive.properties file. | Restarts Presto-Server (for PrestoDB) |
presto-connector-jmx | Change values in Presto's jmx.properties file. | Not available. |
presto-connector-kafka | Change values in Presto's kafka.properties file. | Not available. |
presto-connector-lakeformation | Change values in Presto's lakeformation.properties file. | Restarts Presto-Server (for PrestoDB) |
presto-connector-localfile | Change values in Presto's localfile.properties file. | Not available. |
presto-connector-memory | Change values in Presto's memory.properties file. | Not available. |
presto-connector-mongodb | Change values in Presto's mongodb.properties file. | Not available. |
presto-connector-mysql | Change values in Presto's mysql.properties file. | Not available. |
presto-connector-postgresql | Change values in Presto's postgresql.properties file. | Not available. |
presto-connector-raptor | Change values in Presto's raptor.properties file. | Not available. |
presto-connector-redis | Change values in Presto's redis.properties file. | Not available. |
presto-connector-redshift | Change values in Presto's redshift.properties file. | Not available. |
presto-connector-tpch | Change values in Presto's tpch.properties file. | Not available. |
presto-connector-tpcds | Change values in Presto's tpcds.properties file. | Not available. |
trino-log | Change values in Trino's log.properties file. | Restarts Trino-Server (for Trino) |
trino-config | Change values in Trino's config.properties file. | Restarts Trino-Server (for Trino) |
trino-password-authenticator | Change values in Trino's password-authenticator.properties file. | Restarts Trino-Server (for Trino) |
trino-env | Change values in Trino's trino-env.sh file. | Restarts Trino-Server (for Trino) |
trino-node | Change values in Trino's node.properties file. | Not available. |
trino-connector-blackhole | Change values in Trino's blackhole.properties file. | Not available. |
trino-connector-cassandra | Change values in Trino's cassandra.properties file. | Not available. |
trino-connector-delta | Change values in Trino's delta.properties file. | Restarts Trino-Server (for Trino) |
trino-connector-hive | Change values in Trino's hive.properties file. | Restarts Trino-Server (for Trino) |
trino-exchange-manager | Change values in Trino's exchange-manager.properties file. | Restarts Trino-Server (for Trino) |
trino-connector-iceberg | Change values in Trino's iceberg.properties file. | Restarts Trino-Server (for Trino) |
trino-connector-hudi | Change values in Trino's hudi.properties file. | Restarts Trino-Server (for Trino) |
trino-connector-jmx | Change values in Trino's jmx.properties file. | Not available. |
trino-connector-kafka | Change values in Trino's kafka.properties file. | Not available. |
trino-connector-localfile | Change values in Trino's localfile.properties file. | Not available. |
trino-connector-memory | Change values in Trino's memory.properties file. | Not available. |
trino-connector-mongodb | Change values in Trino's mongodb.properties file. | Not available. |
trino-connector-mysql | Change values in Trino's mysql.properties file. | Not available. |
trino-connector-postgresql | Change values in Trino's postgresql.properties file. | Not available. |
trino-connector-raptor | Change values in Trino's raptor.properties file. | Not available. |
trino-connector-redis | Change values in Trino's redis.properties file. | Not available. |
trino-connector-redshift | Change values in Trino's redshift.properties file. | Not available. |
trino-connector-tpch | Change values in Trino's tpch.properties file. | Not available. |
trino-connector-tpcds | Change values in Trino's tpcds.properties file. | Not available. |
ranger-kms-dbks-site | Change values in dbks-site.xml file of Ranger KMS. | Restarts Ranger KMS Server. |
ranger-kms-site | Change values in ranger-kms-site.xml file of Ranger KMS. | Restarts Ranger KMS Server. |
ranger-kms-env | Change values in the Ranger KMS environment. | Restarts Ranger KMS Server. |
ranger-kms-logback | Change values in kms-logback.xml file of Ranger KMS. | Not available. |
ranger-kms-db-ca | Change values for CA file on S3 for MySQL SSL connection with Ranger KMS. | Not available. |
spark | Amazon EMR-curated settings for Apache Spark. | This property modifies spark-defaults. See actions there. |
spark-defaults | Change values in Spark's spark-defaults.conf file. | Restarts Spark history server and Spark thrift server. |
spark-env | Change values in the Spark environment. | Restarts Spark history server and Spark thrift server. |
spark-hive-site | Change values in Spark's hive-site.xml file | Not available. |
spark-log4j2 | Change values in Spark's log4j2.properties file. | Restarts Spark history server and Spark thrift server. |
spark-metrics | Change values in Spark's metrics.properties file. | Restarts Spark history server and Spark thrift server. |
sqoop-env | Change values in Sqoop's environment. | Not available. |
sqoop-oraoop-site | Change values in Sqoop OraOop's oraoop-site.xml file. | Not available. |
sqoop-site | Change values in Sqoop's sqoop-site.xml file. | Not available. |
tez-site | Change values in Tez's tez-site.xml file. | Restart Oozie and HiveServer2. |
yarn-env | Change values in the YARN environment. | Restarts the Hadoop YARN services ResourceManager, NodeManager, ProxyServer, and TimelineServer. Additionally restarts MapReduce-HistoryServer. |
yarn-site | Change values in YARN's yarn-site.xml file. | Restarts the Hadoop YARN services ResourceManager, NodeManager, ProxyServer, and TimelineServer. Additionally restarts Livy Server and MapReduce-HistoryServer. |
zeppelin-env | Change values in the Zeppelin environment. | Restarts Zeppelin. |
zeppelin-site | Change configuration settings in zeppelin-site.xml. | Restarts Zeppelin. |
zookeeper-config | Change values in ZooKeeper's zoo.cfg file. | Restarts Zookeeper server. |
zookeeper-log4j | Change values in ZooKeeper's log4j.properties file. | Restarts Zookeeper server. |
6.15.0 change log
Date | Event | Description |
---|---|---|
2023-11-17 | Docs publication | Amazon EMR 6.15.0 release notes first published |
2023-11-17 |
Deployment complete | Amazon EMR 6.15.0 fully deployed to all supported Regions |
2023-11-13 | Initial release | Amazon EMR 6.15.0 first deployed to initial commercial Regions |