Amazon EMR release 5.30.2
5.30.2 application versions
The following applications are supported in this release: Flink
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-5.30.2 | emr-5.30.1 | emr-5.30.0 | emr-5.29.0 | |
---|---|---|---|---|
AWS SDK for Java | 1.11.759 | 1.11.759 | 1.11.759 | 1.11.682 |
Python | 2.7, 3.7 | 2.7, 3.7 | 2.7, 3.7 | 2.7, 3.6 |
Scala | 2.11.12 | 2.11.12 | 2.11.12 | 2.11.12 |
AmazonCloudWatchAgent | - | - | - | - |
Delta | - | - | - | - |
Flink | 1.10.0 | 1.10.0 | 1.10.0 | 1.9.1 |
Ganglia | 3.7.2 | 3.7.2 | 3.7.2 | 3.7.2 |
HBase | 1.4.13 | 1.4.13 | 1.4.13 | 1.4.10 |
HCatalog | 2.3.6 | 2.3.6 | 2.3.6 | 2.3.6 |
Hadoop | 2.8.5 | 2.8.5 | 2.8.5 | 2.8.5 |
Hive | 2.3.6 | 2.3.6 | 2.3.6 | 2.3.6 |
Hudi | 0.5.2-incubating | 0.5.2-incubating | 0.5.2-incubating | 0.5.0-incubating |
Hue | 4.6.0 | 4.6.0 | 4.6.0 | 4.4.0 |
Iceberg | - | - | - | - |
JupyterEnterpriseGateway | - | - | - | - |
JupyterHub | 1.1.0 | 1.1.0 | 1.1.0 | 1.0.0 |
Livy | 0.7.0 | 0.7.0 | 0.7.0 | 0.6.0 |
MXNet | 1.5.1 | 1.5.1 | 1.5.1 | 1.5.1 |
Mahout | 0.13.0 | 0.13.0 | 0.13.0 | 0.13.0 |
Oozie | 5.2.0 | 5.2.0 | 5.2.0 | 5.1.0 |
Phoenix | 4.14.3 | 4.14.3 | 4.14.3 | 4.14.3 |
Pig | 0.17.0 | 0.17.0 | 0.17.0 | 0.17.0 |
Presto | 0.232 | 0.232 | 0.232 | 0.227 |
Spark | 2.4.5 | 2.4.5 | 2.4.5 | 2.4.4 |
Sqoop | 1.4.7 | 1.4.7 | 1.4.7 | 1.4.7 |
TensorFlow | 1.14.0 | 1.14.0 | 1.14.0 | 1.14.0 |
Tez | 0.9.2 | 0.9.2 | 0.9.2 | 0.9.2 |
Trino (PrestoSQL) | - | - | - | - |
Zeppelin | 0.8.2 | 0.8.2 | 0.8.2 | 0.8.2 |
ZooKeeper | 3.4.14 | 3.4.14 | 3.4.14 | 3.4.14 |
5.30.2 release notes
This is a release to fix issues with Amazon EMR Scaling when it fails to scale up/scale down a cluster successfully or causes application failures.
Changes, Enhancements, and Resolved Issues
Fixed an issue where scaling requests failed for a large, highly utilized cluster when Amazon EMR on-cluster daemons were running health checking activities, such as gathering YARN node state and HDFS node state. This was happening because on-cluster daemons were not able to communicate the health status data of a node to internal Amazon EMR components.
Improved EMR on-cluster daemons to correctly track the node states when IP addresses are reused to improve reliability during scaling operations.
SPARK-29683
. Fixed an issue where job failures occurred during cluster scale-down as Spark was assuming all available nodes were deny-listed. YARN-9011
. Fixed an issue where job failures occurred due to a race condition in YARN decommissioning when cluster tried to scale up or down. Fixed issue with step or job failures during cluster scaling by ensuring that the node states are always consistent between the Amazon EMR on-cluster daemons and YARN/HDFS.
Fixed an issue where cluster operations such as scale down and step submission failed for Amazon EMR clusters enabled with Kerberos authentication. This was because the Amazon EMR on-cluster daemon did not renew the Kerberos ticket, which is required to securely communicate with HDFS/YARN running on the primary node.
Newer Amazon EMR releases fix the issue with a lower "Max open files" limit on older AL2 in Amazon EMR. Amazon EMR releases 5.30.1, 5.30.2, 5.31.1, 5.32.1, 6.0.1, 6.1.1, 6.2.1, 5.33.0, 6.3.0 and later now include a permanent fix with a higher "Max open files" setting.
-
HTTPS is now enabled by default for Amazon Linux repositories. If you are using an Amazon S3 VPCE policy to restrict access to specific buckets, you must add the new Amazon Linux bucket ARN
arn:aws:s3:::amazonlinux-2-repos-$region/*
to your policy (replace$region
with the region where the endpoint is). For more information, see this topic in the AWS discussion forums. Announcement: Amazon Linux 2 now supports the ability to use HTTPS while connecting to package repositories.
Known issues
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.-
5.30.2 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 | 1.3.0 | Amazon SageMaker Spark SDK |
emr-ddb | 4.14.0 | Amazon DynamoDB connector for Hadoop ecosystem applications. |
emr-goodies | 2.13.0 | Extra convenience libraries for the Hadoop ecosystem. |
emr-kinesis | 3.5.0 | Amazon Kinesis connector for Hadoop ecosystem applications. |
emr-s3-dist-cp | 2.14.0 | Distributed copy application optimized for Amazon S3. |
emr-s3-select | 1.5.0 | EMR S3Select Connector |
emrfs | 2.40.0 | Amazon S3 connector for Hadoop ecosystem applications. |
flink-client | 1.10.0 | Apache Flink command line client scripts and applications. |
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 | 2.8.5-amzn-6.1 | Hadoop command-line clients such as 'hdfs', 'hadoop', or 'yarn'. |
hadoop-hdfs-datanode | 2.8.5-amzn-6.1 | HDFS node-level service for storing blocks. |
hadoop-hdfs-library | 2.8.5-amzn-6.1 | HDFS command-line client and library |
hadoop-hdfs-namenode | 2.8.5-amzn-6.1 | HDFS service for tracking file names and block locations. |
hadoop-hdfs-journalnode | 2.8.5-amzn-6.1 | HDFS service for managing the Hadoop filesystem journal on HA clusters. |
hadoop-httpfs-server | 2.8.5-amzn-6.1 | HTTP endpoint for HDFS operations. |
hadoop-kms-server | 2.8.5-amzn-6.1 | Cryptographic key management server based on Hadoop's KeyProvider API. |
hadoop-mapred | 2.8.5-amzn-6.1 | MapReduce execution engine libraries for running a MapReduce application. |
hadoop-yarn-nodemanager | 2.8.5-amzn-6.1 | YARN service for managing containers on an individual node. |
hadoop-yarn-resourcemanager | 2.8.5-amzn-6.1 | YARN service for allocating and managing cluster resources and distributed applications. |
hadoop-yarn-timeline-server | 2.8.5-amzn-6.1 | Service for retrieving current and historical information for YARN applications. |
hbase-hmaster | 1.4.13 | Service for an HBase cluster responsible for coordination of Regions and execution of administrative commands. |
hbase-region-server | 1.4.13 | Service for serving one or more HBase regions. |
hbase-client | 1.4.13 | HBase command-line client. |
hbase-rest-server | 1.4.13 | Service providing a RESTful HTTP endpoint for HBase. |
hbase-thrift-server | 1.4.13 | Service providing a Thrift endpoint to HBase. |
hcatalog-client | 2.3.6-amzn-2 | The 'hcat' command line client for manipulating hcatalog-server. |
hcatalog-server | 2.3.6-amzn-2 | Service providing HCatalog, a table and storage management layer for distributed applications. |
hcatalog-webhcat-server | 2.3.6-amzn-2 | HTTP endpoint providing a REST interface to HCatalog. |
hive-client | 2.3.6-amzn-2 | Hive command line client. |
hive-hbase | 2.3.6-amzn-2 | Hive-hbase client. |
hive-metastore-server | 2.3.6-amzn-2 | Service for accessing the Hive metastore, a semantic repository storing metadata for SQL on Hadoop operations. |
hive-server2 | 2.3.6-amzn-2 | Service for accepting Hive queries as web requests. |
hudi | 0.5.2-incubating | Incremental processing framework to power data pipline at low latency and high efficiency. |
hudi-presto | 0.5.2-incubating | Bundle library for running Presto with Hudi. |
hue-server | 4.6.0 | Web application for analyzing data using Hadoop ecosystem applications |
jupyterhub | 1.1.0 | Multi-user server for Jupyter notebooks |
livy-server | 0.7.0-incubating | REST interface for interacting with Apache Spark |
nginx | 1.12.1 | nginx [engine x] is an HTTP and reverse proxy server |
mahout-client | 0.13.0 | Library for machine learning. |
mxnet | 1.5.1 | A flexible, scalable, and efficient library for deep learning. |
mariadb-server | 5.5.64+ | MySQL database server. |
nvidia-cuda | 9.2.88 | Nvidia drivers and Cuda toolkit |
oozie-client | 5.2.0 | Oozie command-line client. |
oozie-server | 5.2.0 | Service for accepting Oozie workflow requests. |
opencv | 3.4.0 | Open Source Computer Vision Library. |
phoenix-library | 4.14.3-HBase-1.4 | The phoenix libraries for server and client |
phoenix-query-server | 4.14.3-HBase-1.4 | A light weight server providing JDBC access as well as Protocol Buffers and JSON format access to the Avatica API |
presto-coordinator | 0.232 | Service for accepting queries and managing query execution among presto-workers. |
presto-worker | 0.232 | Service for executing pieces of a query. |
presto-client | 0.232 | Presto command-line client which is installed on an HA cluster's stand-by masters where Presto server is not started. |
pig-client | 0.17.0 | Pig command-line client. |
r | 3.4.3 | The R Project for Statistical Computing |
ranger-kms-server | 1.2.0 | Apache Ranger Key Management System |
spark-client | 2.4.5-amzn-0.1 | Spark command-line clients. |
spark-history-server | 2.4.5-amzn-0.1 | Web UI for viewing logged events for the lifetime of a completed Spark application. |
spark-on-yarn | 2.4.5-amzn-0.1 | In-memory execution engine for YARN. |
spark-yarn-slave | 2.4.5-amzn-0.1 | Apache Spark libraries needed by YARN slaves. |
sqoop-client | 1.4.7 | Apache Sqoop command-line client. |
tensorflow | 1.14.0 | TensorFlow open source software library for high performance numerical computation. |
tez-on-yarn | 0.9.2 | The tez YARN application and libraries. |
webserver | 2.4.25+ | Apache HTTP server. |
zeppelin-server | 0.8.2 | Web-based notebook that enables interactive data analytics. |
zookeeper-server | 3.4.14 | Centralized service for maintaining configuration information, naming, providing distributed synchronization, and providing group services. |
zookeeper-client | 3.4.14 | ZooKeeper command line client. |
5.30.2 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.
Classifications | Description |
---|---|
capacity-scheduler | Change values in Hadoop's capacity-scheduler.xml file. |
container-log4j | Change values in Hadoop YARN's container-log4j.properties file. |
core-site | Change values in Hadoop's core-site.xml file. |
emrfs-site | Change EMRFS settings. |
flink-conf | Change flink-conf.yaml settings. |
flink-log4j | Change Flink log4j.properties settings. |
flink-log4j-yarn-session | Change Flink log4j-yarn-session.properties settings. |
flink-log4j-cli | Change Flink log4j-cli.properties settings. |
hadoop-env | Change values in the Hadoop environment for all Hadoop components. |
hadoop-log4j | Change values in Hadoop's log4j.properties file. |
hadoop-ssl-server | Change hadoop ssl server configuration |
hadoop-ssl-client | Change hadoop ssl client configuration |
hbase | Amazon EMR-curated settings for Apache HBase. |
hbase-env | Change values in HBase's environment. |
hbase-log4j | Change values in HBase's hbase-log4j.properties file. |
hbase-metrics | Change values in HBase's hadoop-metrics2-hbase.properties file. |
hbase-policy | Change values in HBase's hbase-policy.xml file. |
hbase-site | Change values in HBase's hbase-site.xml file. |
hdfs-encryption-zones | Configure HDFS encryption zones. |
hdfs-site | Change values in HDFS's hdfs-site.xml. |
hcatalog-env | Change values in HCatalog's environment. |
hcatalog-server-jndi | Change values in HCatalog's jndi.properties. |
hcatalog-server-proto-hive-site | Change values in HCatalog's proto-hive-site.xml. |
hcatalog-webhcat-env | Change values in HCatalog WebHCat's environment. |
hcatalog-webhcat-log4j2 | Change values in HCatalog WebHCat's log4j2.properties. |
hcatalog-webhcat-site | Change values in HCatalog WebHCat's webhcat-site.xml file. |
hive-beeline-log4j2 | Change values in Hive's beeline-log4j2.properties file. |
hive-parquet-logging | Change values in Hive's parquet-logging.properties file. |
hive-env | Change values in the Hive environment. |
hive-exec-log4j2 | Change values in Hive's hive-exec-log4j2.properties file. |
hive-llap-daemon-log4j2 | Change values in Hive's llap-daemon-log4j2.properties file. |
hive-log4j2 | Change values in Hive's hive-log4j2.properties file. |
hive-site | Change values in Hive's hive-site.xml file |
hiveserver2-site | Change values in Hive Server2's hiveserver2-site.xml file |
hue-ini | Change values in Hue's ini file |
httpfs-env | Change values in the HTTPFS environment. |
httpfs-site | Change values in Hadoop's httpfs-site.xml file. |
hadoop-kms-acls | Change values in Hadoop's kms-acls.xml file. |
hadoop-kms-env | Change values in the Hadoop KMS environment. |
hadoop-kms-log4j | Change values in Hadoop's kms-log4j.properties file. |
hadoop-kms-site | Change values in Hadoop's kms-site.xml file. |
hudi-env | Change values in the Hudi environment. |
jupyter-notebook-conf | Change values in Jupyter Notebook's jupyter_notebook_config.py file. |
jupyter-hub-conf | Change values in JupyterHubs's jupyterhub_config.py file. |
jupyter-s3-conf | Configure Jupyter Notebook S3 persistence. |
jupyter-sparkmagic-conf | Change values in Sparkmagic's config.json file. |
livy-conf | Change values in Livy's livy.conf file. |
livy-env | Change values in the Livy environment. |
livy-log4j | Change Livy log4j.properties settings. |
mapred-env | Change values in the MapReduce application's environment. |
mapred-site | Change values in the MapReduce application's mapred-site.xml file. |
oozie-env | Change values in Oozie's environment. |
oozie-log4j | Change values in Oozie's oozie-log4j.properties file. |
oozie-site | Change values in Oozie's oozie-site.xml file. |
phoenix-hbase-metrics | Change values in Phoenix's hadoop-metrics2-hbase.properties file. |
phoenix-hbase-site | Change values in Phoenix's hbase-site.xml file. |
phoenix-log4j | Change values in Phoenix's log4j.properties file. |
phoenix-metrics | Change values in Phoenix's hadoop-metrics2-phoenix.properties file. |
pig-env | Change values in the Pig environment. |
pig-properties | Change values in Pig's pig.properties file. |
pig-log4j | Change values in Pig's log4j.properties file. |
presto-log | Change values in Presto's log.properties file. |
presto-config | Change values in Presto's config.properties file. |
presto-password-authenticator | Change values in Presto's password-authenticator.properties file. |
presto-env | Change values in Presto's presto-env.sh file. |
presto-node | Change values in Presto's node.properties file. |
presto-connector-blackhole | Change values in Presto's blackhole.properties file. |
presto-connector-cassandra | Change values in Presto's cassandra.properties file. |
presto-connector-hive | Change values in Presto's hive.properties file. |
presto-connector-jmx | Change values in Presto's jmx.properties file. |
presto-connector-kafka | Change values in Presto's kafka.properties file. |
presto-connector-localfile | Change values in Presto's localfile.properties file. |
presto-connector-memory | Change values in Presto's memory.properties file. |
presto-connector-mongodb | Change values in Presto's mongodb.properties file. |
presto-connector-mysql | Change values in Presto's mysql.properties file. |
presto-connector-postgresql | Change values in Presto's postgresql.properties file. |
presto-connector-raptor | Change values in Presto's raptor.properties file. |
presto-connector-redis | Change values in Presto's redis.properties file. |
presto-connector-redshift | Change values in Presto's redshift.properties file. |
presto-connector-tpch | Change values in Presto's tpch.properties file. |
presto-connector-tpcds | Change values in Presto's tpcds.properties file. |
ranger-kms-dbks-site | Change values in dbks-site.xml file of Ranger KMS. |
ranger-kms-site | Change values in ranger-kms-site.xml file of Ranger KMS. |
ranger-kms-env | Change values in the Ranger KMS environment. |
ranger-kms-log4j | Change values in kms-log4j.properties file of Ranger KMS. |
ranger-kms-db-ca | Change values for CA file on S3 for MySQL SSL connection with Ranger KMS. |
recordserver-env | Change values in the EMR RecordServer environment. |
recordserver-conf | Change values in EMR RecordServer's erver.properties file. |
recordserver-log4j | Change values in EMR RecordServer's log4j.properties file. |
spark | Amazon EMR-curated settings for Apache Spark. |
spark-defaults | Change values in Spark's spark-defaults.conf file. |
spark-env | Change values in the Spark environment. |
spark-hive-site | Change values in Spark's hive-site.xml file |
spark-log4j | Change values in Spark's log4j.properties file. |
spark-metrics | Change values in Spark's metrics.properties file. |
sqoop-env | Change values in Sqoop's environment. |
sqoop-oraoop-site | Change values in Sqoop OraOop's oraoop-site.xml file. |
sqoop-site | Change values in Sqoop's sqoop-site.xml file. |
tez-site | Change values in Tez's tez-site.xml file. |
yarn-env | Change values in the YARN environment. |
yarn-site | Change values in YARN's yarn-site.xml file. |
zeppelin-env | Change values in the Zeppelin environment. |
zookeeper-config | Change values in ZooKeeper's zoo.cfg file. |
zookeeper-log4j | Change values in ZooKeeper's log4j.properties file. |