Amazon EMR release 6.9.0
6.9.0 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-6.9.0 | emr-6.8.1 | emr-6.8.0 | emr-6.7.0 | |
---|---|---|---|---|
AWS SDK for Java | 1.12.170 | 1.12.170 | 1.12.170 | 1.12.170 |
Python | 2.7, 3.7 | 2.7, 3.7 | 2.7, 3.7 | 2.7, 3.7 |
Scala | 2.12.15 | 2.12.15 | 2.12.15 | 2.12.15 |
AmazonCloudWatchAgent | - | - | - | - |
Delta | 2.1.0 | - | - | - |
Flink | 1.15.2 | 1.15.1 | 1.15.1 | 1.14.2 |
Ganglia | 3.7.2 | 3.7.2 | 3.7.2 | 3.7.2 |
HBase | 2.4.13 | 2.4.12 | 2.4.12 | 2.4.4 |
HCatalog | 3.1.3 | 3.1.3 | 3.1.3 | 3.1.3 |
Hadoop | 3.3.3 | 3.2.1 | 3.2.1 | 3.2.1 |
Hive | 3.1.3 | 3.1.3 | 3.1.3 | 3.1.3 |
Hudi | 0.12.1-amzn-0 | 0.11.1-amzn-0 | 0.11.1-amzn-0 | 0.11.0-amzn-0 |
Hue | 4.10.0 | 4.10.0 | 4.10.0 | 4.10.0 |
Iceberg | 0.14.1-amzn-0 | 0.14.0-amzn-0 | 0.14.0-amzn-0 | 0.13.1-amzn-0 |
JupyterEnterpriseGateway | 2.6.0 | 2.1.0 | 2.1.0 | 2.1.0 |
JupyterHub | 1.4.1 | 1.4.1 | 1.4.1 | 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 | 1.8.0 |
Mahout | - | - | - | - |
Oozie | 5.2.1 | 5.2.1 | 5.2.1 | 5.2.1 |
Phoenix | 5.1.2 | 5.1.2 | 5.1.2 | 5.1.2 |
Pig | 0.17.0 | 0.17.0 | 0.17.0 | 0.17.0 |
Presto | 0.276 | 0.273 | 0.273 | 0.272 |
Spark | 3.3.0 | 3.3.0 | 3.3.0 | 3.2.1 |
Sqoop | 1.4.7 | 1.4.7 | 1.4.7 | 1.4.7 |
TensorFlow | 2.10.0 | 2.9.1 | 2.9.1 | 2.4.1 |
Tez | 0.10.2 | 0.9.2 | 0.9.2 | 0.9.2 |
Trino (PrestoSQL) | 398 | 388 | 388 | 378 |
Zeppelin | 0.10.1 | 0.10.1 | 0.10.1 | 0.10.0 |
ZooKeeper | 3.5.10 | 3.5.10 | 3.5.10 | 3.5.7 |
6.9.0 release notes
The following release notes include information for Amazon EMR release 6.9.0. Changes are relative to Amazon EMR release 6.8.0. For information on the release timeline, see the change log.
New Features
Amazon EMR release 6.9.0 supports Apache Spark RAPIDS 22.08.0, Apache Hudi 0.12.1, Apache Iceberg 0.14.1, Trino 398, and Tez 0.10.2.
Amazon EMR release 6.9.0 includes a new open-source application, Delta Lake 2.1.0.
The Amazon Redshift integration for Apache Spark is included in Amazon EMR releases 6.9.0 and later. Previously an open-source tool, the native integration is a Spark connector that you can use to build Apache Spark applications that read from and write to data in Amazon Redshift and Amazon Redshift Serverless. For more information, see Using Amazon Redshift integration for Apache Spark with Amazon EMR .
Amazon EMR release 6.9.0 adds support for archiving logs to Amazon S3 during cluster scale-down. Previously, you could only archive log files to Amazon S3 during cluster termination. The new capability ensures that log files generated on the cluster persist on Amazon S3 even after the node is terminated. For more information, see Configure cluster logging and debugging.
To support long running queries, Trino now includes a fault-tolerant execution mechanism. Fault-tolerant execution mitigates query failures by retrying failed queries or their component tasks. For more information, see Fault-tolerant execution in Trino.
You can use Apache Flink on Amazon EMR for unified
BATCH
andSTREAM
processing of Apache Hive Tables or metadata of any Flink tablesource such as Iceberg, Kinesis or Kafka. You can specify the AWS Glue Data Catalog as the metastore for Flink using the AWS Management Console, AWS CLI, or Amazon EMR API. For more information, see Configuring Flink in Amazon EMR.You can now specify AWS Identity and Access Management (IAM) runtime roles and AWS Lake Formation-based access control for Apache Spark, Apache Hive, and Presto queries on Amazon EMR on EC2 clusters with Amazon SageMaker Studio. For more information, see Configure runtime roles for Amazon EMR steps.
Known Issues
For Amazon EMR release 6.9.0, Trino does not work on clusters enabled for Apache Ranger. If you need to use Trino with Ranger, contact AWS Support
. If you use the the Amazon Redshift integration for Apache Spark and have a time, timetz, timestamp, or timestamptz with microsecond precision in Parquet format, the connector rounds the time values to the nearest millisecond value. As a workaround, use the text unload format
unload_s3_format
parameter.When you use Spark with Hive partition location formatting to read data in Amazon S3, and you run Spark on Amazon EMR releases 5.30.0 to 5.36.0, and 6.2.0 to 6.9.0, you might encounter an issue that prevents your cluster from reading data correctly. This can happen if your partitions have all of the following characteristics:
-
Two or more partitions are scanned from the same table.
-
At least one partition directory path is a prefix of at least one other partition directory path, for example,
s3://bucket/table/p=a
is a prefix ofs3://bucket/table/p=a b
. -
The first character that follows the prefix in the other partition directory has a UTF-8 value that’s less than than the
/
character (U+002F). For example, the space character (U+0020) that occurs between a and b ins3://bucket/table/p=a b
falls into this category. Note that there are 14 other non-control characters:!"#$%&‘()*+,-
. For more information, see UTF-8 encoding table and Unicode characters.
As a workaround to this issue, set the
spark.sql.sources.fastS3PartitionDiscovery.enabled
configuration tofalse
in thespark-defaults
classification.-
Connections to Amazon EMR clusters from Amazon SageMaker Studio may intermittently fail with a 403 Forbidden response code. This error happens when setup of the IAM role on the cluster takes longer than 60 seconds. As a workaround, you can install an Amazon EMR patch to enable retries and increase the timeout to a minimum of 300 seconds. Use the following steps to apply the bootstrap action when you launch your cluster.
Download the bootstrap script and RPM files from the following Amazon S3 URIs.
s3://emr-data-access-control-us-east-1/customer-bootstrap-actions/gcsc/replace-rpms.sh s3://emr-data-access-control-us-east-1/customer-bootstrap-actions/gcsc/emr-secret-agent-1.18.0-SNAPSHOT20221121212949.noarch.rpm
Upload the files from the previous step to an Amazon S3 bucket that you own. The bucket must be in the same AWS Region where you plan to launch the cluster.
Include the following bootstrap action when you launch your EMR cluster. Replace
bootstrap_URI
andRPM_URI
with the corresponding URIs from Amazon S3.--bootstrap-actions "Path=
bootstrap_URI
,Args=[RPM_URI
]"
With Amazon EMR releases 5.36.0 and 6.6.0 through 6.9.0,
SecretAgent
andRecordServer
service components may experience log data loss due to an incorrect file name pattern configuration in Log4j2 properties. The incorrect configuration causes the components to generate only one log file per day. When the rotation strategy occurs, it overwrites the existing file instead of generating a new log file as expected. As a workaround, use a bootstrap action to generate log files each hour and append an auto-increment integer in the file name to handle the rotation.For Amazon EMR 6.6.0 through 6.9.0 releases, use the following bootstrap action when you launch a cluster.
‑‑bootstrap‑actions "Path=s3://emr-data-access-control-us-east-1/customer-bootstrap-actions/log-rotation-emr-6x/replace-puppet.sh,Args=[]"
For Amazon EMR 5.36.0, use the following bootstrap action when you launch a cluster.
‑‑bootstrap‑actions "Path=s3://emr-data-access-control-us-east-1/customer-bootstrap-actions/log-rotation-emr-5x/replace-puppet.sh,Args=[]"
-
Apache Flink provides Native S3 FileSystem and Hadoop FileSystem Connectors, which let applications create a FileSink and write the data into Amazon S3. This FileSink fails with one of the following two exceptions.
java.lang.UnsupportedOperationException: Recoverable writers on Hadoop are only supported for HDFS
Caused by: java.lang.NoSuchMethodError: org.apache.hadoop.io.retry.RetryPolicies.retryOtherThanRemoteAndSaslException(Lorg/apache/hadoop/io/retry/RetryPolicy;Ljava/util/Map;)Lorg/apache/hadoop/io/retry/RetryPolicy; at org.apache.hadoop.yarn.client.RMProxy.createRetryPolicy(RMProxy.java:302) ~[hadoop-yarn-common-3.3.3-amzn-0.jar:?]
As a workaround, you can install an Amazon EMR patch, which fixes the above issue in Flink. To apply the bootstrap action when you launch your cluster, complete the following steps.
-
Download the flink-rpm to your Amazon S3 bucket. Your RPM path is
s3://
.DOC-EXAMPLE-BUCKET
/rpms/flink/ -
Download the bootstrap script and RPM files from Amazon S3 using the following URI. Replace
with the AWS Region where you plan to launch the cluster.regionName
s3://emr-data-access-control-
regionName
/customer-bootstrap-actions/gcsc/replace-rpms.sh Hadoop 3.3.3 introduced a change in YARN (YARN-9608
) that keeps nodes where containers ran in a decommissioning state until the application completes. This change ensures that local data such as shuffle data doesn't get lost, and you don' need to re-run the job. In Amazon EMR 6.8.0 and 6.9.0, this approach might also lead to underutilization of resources on clusters with or without managed scaling enabled. With Amazon EMR 6.10.0, there's a workaround for this issue to set the value of
yarn.resourcemanager.decommissioning-nodes-watcher.wait-for-applications
tofalse
inyarn-site.xml
. In Amazon EMR releases 6.11.0 and higher as well as 6.8.1, 6.9.1, and 6.10.1, the config is set tofalse
by default to resolve this issue.
-
Changes, Enhancements, and Resolved Issues
For Amazon EMR release 6.9.0 and later, all components installed by Amazon EMR that use Log4j libraries use Log4j version 2.17.1 or later.
-
When you use the DynamoDB connector with Spark on Amazon EMR versions 6.6.0, 6.7.0, and 6.8.0, all reads from your table return an empty result, even though the input split references non-empty data. Amazon EMR release 6.9.0 fixes this issue.
Amazon EMR 6.9.0 adds limited support for Lake Formation-based access control with Apache Hudi when reading data using Spark SQL. The support is for SELECT queries using Spark SQL and is limited to column-level access control. For more information, see Hudi and Lake Formation.
When you use Amazon EMR 6.9.0 to create a Hadoop cluster with Node Labels
enabled, the YARN metrics API returns aggregated information across all partitions, instead of the default partition. For more information, see YARN-11414 . With Amazon EMR release 6.9.0, we've updated Trino to version 398, which uses Java 17. The previous supported version of Trino for Amazon EMR 6.8.0 was Trino 388 running on Java 11. For more information about this change, see Trino updates to Java 17
on the Trino blog. This releases fixes a timing sequence mismatch issue between Apache BigTop and the Amazon EMR on EC2 cluster startup sequence. This timing sequence mismatch occurs when a system attempts to perform two or more operations at the same time instead of doing them in the proper sequence. As a result, certain cluster configurations experienced instance startup timeouts and slower cluster startup times.
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.
Note
This release no longer gets automatic AMI updates since it has been succeeded by 1 more more patch releases. The patch release is denoted by the number after the second decimal point (
6.8.
). To see if you're using the latest patch release, check the available releases in the Release Guide, or check the Amazon EMR release dropdown when you create a cluster in the console, or use the1
ListReleaseLabels
API orlist-release-labels
CLI action. To get updates about new releases, subscribe to the RSS feed on the What's new? page.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) 2.0.20230808.0 4.14.320 August 24, 2023 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), Asia Pacific (Melbourne), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain), Canada (Central), Israel (Tel Aviv) 2.0.20230727.0 4.14.320 August 14, 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) 2.0.20230719.0 4.14.320 August 2, 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) 2.0.20230628.0 4.14.318 July 12, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20230612.0 4.14.314 June 23, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20230504.1 4.14.313 May 16, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20230418.0 4.14.311 May 3, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20230404.1 4.14.311 April 18, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20230404.0 4.14.311 April 10, 2023 US East (N. Virginia), Europe (Paris) 2.0.20230320.0 4.14.309 March 30, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20230307.0 4.14.305 March 15, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20230207.0 4.14.304 February 22, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20221210.1 4.14.301 January 12, 2023 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain) 2.0.20221103.3 4.14.296 December 5, 2022 US East (N. Virginia), US East (Ohio), US West (N. California), US West (Oregon), Canada (Central), Europe (Stockholm), Europe (Ireland), Europe (London), Europe (Paris), Europe (Frankfurt), Europe (Milan), Asia Pacific (Hong Kong), Asia Pacific (Mumbai), Asia Pacific (Jakarta), Asia Pacific (Tokyo), Asia Pacific (Seoul), Asia Pacific (Osaka), Asia Pacific (Singapore), Asia Pacific (Sydney), Africa (Cape Town), South America (São Paulo), Middle East (Bahrain)
6.9.0 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 | 2.1.0 | Delta lake is an open table format for huge analytic datasets |
emr-ddb | 4.16.0 | Amazon DynamoDB connector for Hadoop ecosystem applications. |
emr-goodies | 3.3.0 | Extra convenience libraries for the Hadoop ecosystem. |
emr-kinesis | 3.6.0 | 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 | 2.23.0 | Distributed copy application optimized for Amazon S3. |
emr-s3-select | 2.2.0 | EMR S3Select Connector |
emrfs | 2.54.0 | Amazon S3 connector for Hadoop ecosystem applications. |
flink-client | 1.15.2 | Apache Flink command line client scripts and applications. |
flink-jobmanager-config | 1.15.2 | 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 | 3.3.3-amzn-1 | Hadoop command-line clients such as 'hdfs', 'hadoop', or 'yarn'. |
hadoop-hdfs-datanode | 3.3.3-amzn-1 | HDFS node-level service for storing blocks. |
hadoop-hdfs-library | 3.3.3-amzn-1 | HDFS command-line client and library |
hadoop-hdfs-namenode | 3.3.3-amzn-1 | HDFS service for tracking file names and block locations. |
hadoop-hdfs-journalnode | 3.3.3-amzn-1 | HDFS service for managing the Hadoop filesystem journal on HA clusters. |
hadoop-httpfs-server | 3.3.3-amzn-1 | HTTP endpoint for HDFS operations. |
hadoop-kms-server | 3.3.3-amzn-1 | Cryptographic key management server based on Hadoop's KeyProvider API. |
hadoop-mapred | 3.3.3-amzn-1 | MapReduce execution engine libraries for running a MapReduce application. |
hadoop-yarn-nodemanager | 3.3.3-amzn-1 | YARN service for managing containers on an individual node. |
hadoop-yarn-resourcemanager | 3.3.3-amzn-1 | YARN service for allocating and managing cluster resources and distributed applications. |
hadoop-yarn-timeline-server | 3.3.3-amzn-1 | Service for retrieving current and historical information for YARN applications. |
hbase-hmaster | 2.4.13-amzn-0 | Service for an HBase cluster responsible for coordination of Regions and execution of administrative commands. |
hbase-region-server | 2.4.13-amzn-0 | Service for serving one or more HBase regions. |
hbase-client | 2.4.13-amzn-0 | HBase command-line client. |
hbase-rest-server | 2.4.13-amzn-0 | Service providing a RESTful HTTP endpoint for HBase. |
hbase-thrift-server | 2.4.13-amzn-0 | Service providing a Thrift endpoint to HBase. |
hbase-operator-tools | 2.4.13-amzn-0 | Repair tool for Apache HBase clusters. |
hcatalog-client | 3.1.3-amzn-2 | The 'hcat' command line client for manipulating hcatalog-server. |
hcatalog-server | 3.1.3-amzn-2 | Service providing HCatalog, a table and storage management layer for distributed applications. |
hcatalog-webhcat-server | 3.1.3-amzn-2 | HTTP endpoint providing a REST interface to HCatalog. |
hive-client | 3.1.3-amzn-2 | Hive command line client. |
hive-hbase | 3.1.3-amzn-2 | Hive-hbase client. |
hive-metastore-server | 3.1.3-amzn-2 | Service for accessing the Hive metastore, a semantic repository storing metadata for SQL on Hadoop operations. |
hive-server2 | 3.1.3-amzn-2 | Service for accepting Hive queries as web requests. |
hudi | 0.12.1-amzn-0 | Incremental processing framework to power data pipeline at low latency and high efficiency. |
hudi-presto | 0.12.1-amzn-0 | Bundle library for running Presto with Hudi. |
hudi-trino | 0.12.1-amzn-0 | Bundle library for running Trino with Hudi. |
hudi-spark | 0.12.1-amzn-0 | Bundle library for running Spark with Hudi. |
hue-server | 4.10.0 | Web application for analyzing data using Hadoop ecosystem applications |
iceberg | 0.14.1-amzn-0 | Apache Iceberg is an open table format for huge analytic datasets |
jupyterhub | 1.4.1 | 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 | 11.7.0 | 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 | 4.5.0 | Open Source Computer Vision Library. |
phoenix-library | 5.1.2 | The phoenix libraries for server and client |
phoenix-connectors | 6.0.0-SNAPSHOT | 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 | 0.276-amzn-0 | Service for accepting queries and managing query execution among presto-workers. |
presto-worker | 0.276-amzn-0 | Service for executing pieces of a query. |
presto-client | 0.276-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 | 398-amzn-0 | Service for accepting queries and managing query execution among trino-workers. |
trino-worker | 398-amzn-0 | Service for executing pieces of a query. |
trino-client | 398-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 | 3.3.0-amzn-1 | Spark command-line clients. |
spark-history-server | 3.3.0-amzn-1 | Web UI for viewing logged events for the lifetime of a completed Spark application. |
spark-on-yarn | 3.3.0-amzn-1 | In-memory execution engine for YARN. |
spark-yarn-slave | 3.3.0-amzn-1 | Apache Spark libraries needed by YARN slaves. |
spark-rapids | 22.08.0-amzn-0 | Nvidia Spark RAPIDS plugin that accelerates Apache Spark with GPUs. |
sqoop-client | 1.4.7 | Apache Sqoop command-line client. |
tensorflow | 2.10.0 | TensorFlow open source software library for high performance numerical computation. |
tez-on-yarn | 0.10.2-amzn-0 | The tez YARN application and libraries. |
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. |
6.9.0 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-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-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-log4j | Change values in kms-log4j.properties 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. |
6.9.0 change log
Date | Event | Description |
---|---|---|
2023-08-30 | Update release notes | Added fix for timing sequence mismatch issue |
2023-08-21 | Update release notes | Added a known issue with Hadoop 3.3.3. |
2023-07-26 | Update | New OS release labels 2.0.20230612.0 and 2.0.20230628.0 . |
2022-12-13 | Release notes updated | Added feature and known issue for runtime with SageMaker |
2022-11-29 | Release notes and documentation updated | Added feature for Amazon Redshift integration for Apache Spark |
2022-11-23 | Release notes updated | Removed Log4j entry |
2022-11-18 | Deployment complete | Amazon EMR 6.9 fully deployed to all supported Regions |
2022-11-18 | Docs publication | Amazon EMR 6.9 release notes first published |
2022-11-14 | Initial release | Amazon EMR 6.9 deployed to limited commercial Regions |