Amazon EMR release 5.14.0
5.14.0 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-5.14.0 | emr-5.13.1 | emr-5.13.0 | emr-5.12.3 | |
|---|---|---|---|---|
| AWS SDK for Java | 1.11.297 | 1.11.297 | 1.11.297 | 1.11.267 |
| Python | 2.7, 3.4 | 2.7, 3.4 | 2.7, 3.4 | 2.7, 3.4 |
| Scala | 2.11.8 | 2.11.8 | 2.11.8 | 2.11.8 |
| AmazonCloudWatchAgent | - | - | - | - |
| Delta | - | - | - | - |
| Flink | 1.4.2 | 1.4.0 | 1.4.0 | 1.4.0 |
| Ganglia | 3.7.2 | 3.7.2 | 3.7.2 | 3.7.2 |
| HBase | 1.4.2 | 1.4.2 | 1.4.2 | 1.4.0 |
| HCatalog | 2.3.2 | 2.3.2 | 2.3.2 | 2.3.2 |
| Hadoop | 2.8.3 | 2.8.3 | 2.8.3 | 2.8.3 |
| Hive | 2.3.2 | 2.3.2 | 2.3.2 | 2.3.2 |
| Hudi | - | - | - | - |
| Hue | 4.1.0 | 4.1.0 | 4.1.0 | 4.1.0 |
| Iceberg | - | - | - | - |
| JupyterEnterpriseGateway | - | - | - | - |
| JupyterHub | 0.8.1 | - | - | - |
| Livy | 0.4.0 | 0.4.0 | 0.4.0 | 0.4.0 |
| MXNet | 1.1.0 | 1.0.0 | 1.0.0 | 1.0.0 |
| Mahout | 0.13.0 | 0.13.0 | 0.13.0 | 0.13.0 |
| Oozie | 4.3.0 | 4.3.0 | 4.3.0 | 4.3.0 |
| Phoenix | 4.13.0 | 4.13.0 | 4.13.0 | 4.13.0 |
| Pig | 0.17.0 | 0.17.0 | 0.17.0 | 0.17.0 |
| Presto | 0.194 | 0.194 | 0.194 | 0.188 |
| Spark | 2.3.0 | 2.3.0 | 2.3.0 | 2.2.1 |
| Sqoop | 1.4.7 | 1.4.6 | 1.4.6 | 1.4.6 |
| TensorFlow | - | - | - | - |
| Tez | 0.8.4 | 0.8.4 | 0.8.4 | 0.8.4 |
| Trino (PrestoSQL) | - | - | - | - |
| Zeppelin | 0.7.3 | 0.7.3 | 0.7.3 | 0.7.3 |
| ZooKeeper | 3.4.10 | 3.4.10 | 3.4.10 | 3.4.10 |
5.14.0 release notes
The following release notes include information for Amazon EMR release 5.14.0. Changes are relative to 5.13.0.
Initial release date: June 4, 2018
Upgrades
Upgraded Apache Flink to 1.4.2
Upgraded Apache MXnet to 1.1.0
Upgraded Apache Sqoop to 1.4.7
New features
Added JupyterHub support. For more information, see JupyterHub.
Changes, enhancements, and resolved issues
EMRFS
The userAgent string in requests to Amazon S3 has been updated to contain the user and group information of the invoking principal. This can be used with AWS CloudTrail logs for more comprehensive request tracking.
HBase
Included HBASE-20447
, which addresses an issue that could cause cache issues, especially with split Regions.
-
MXnet
Added OpenCV libraries.
Spark
-
When Spark writes Parquet files to an Amazon S3 location using EMRFS, the FileOutputCommitter algorithm has been updated to use version 2 instead of version 1. This reduces the number of renames, which improves application performance. This change does not affect:
-
Applications other than Spark.
-
Applications that write to other file systems, such as HDFS (which still use version 1 of FileOutputCommitter).
-
Applications that use other output formats, such as text or csv, that already use EMRFS direct write.
-
-
Known issues
-
JupyterHub
-
Using configuration classifications to set up JupyterHub and individual Jupyter notebooks when you create a cluster is not supported. Edit the jupyterhub_config.py file and jupyter_notebook_config.py files for each user manually. For more information, see Configuring JupyterHub.
-
JupyterHub fails to start on clusters within a private subnet, failing with the message
Error: ENOENT: no such file or directory, open '/etc/jupyter/conf/server.crt'. This is caused by an error in the script that generates self-signed certificates. Use the following workaround to generate self-signed certificates. All commands are executed while connected to the primary node.Copy the certificate generation script from the container to the primary node:
sudo docker cp jupyterhub:/tmp/gen_self_signed_cert.sh ./Use a text editor to change line 23 to change public hostname to local hostname as shown below:
localhostname=$(curl -s $EC2_METADATA_SERVICE_URI/local-hostname)Run the script to generate self-signed certificates:
sudo bash ./gen_self_signed_cert.shMove the certificate files that the script generates to the
/etc/jupyter/conf/directory:sudo mv /tmp/server.crt /tmp/server.key /etc/jupyter/conf/
You can
tailthejupyter.logfile to verify that JupyterHub restarted and is returning a 200 response code. For example:tail -f /var/log/jupyter/jupyter.logThis should return a response similar to the following:
# [I 2018-06-14 18:56:51.356 JupyterHub app:1581] JupyterHub is now running at https://:9443/ # 19:01:51.359 - info: [ConfigProxy] 200 GET /api/routes
-
-
After the primary node reboots or the instance controller restarts, the CloudWatch metrics will not be collected and the automatic scaling feature will not be available in Amazon EMR version 5.14.0, 5.15.0, or 5.16.0. This issue is fixed in Amazon EMR 5.17.0.
5.14.0 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 CommunityVersion-amzn-EmrVersionEmrVersionmyapp-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 | 1.0.1 | Amazon SageMaker Spark SDK |
| emr-ddb | 4.5.0 | Amazon DynamoDB connector for Hadoop ecosystem applications. |
| emr-goodies | 2.4.0 | Extra convenience libraries for the Hadoop ecosystem. |
| emr-kinesis | 3.4.0 | Amazon Kinesis connector for Hadoop ecosystem applications. |
| emr-s3-dist-cp | 2.10.0 | Distributed copy application optimized for Amazon S3. |
| emrfs | 2.23.0 | Amazon S3 connector for Hadoop ecosystem applications. |
| flink-client | 1.4.2 | 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 | 2.8.3-amzn-1 | Hadoop command-line clients such as 'hdfs', 'hadoop', or 'yarn'. |
| hadoop-hdfs-datanode | 2.8.3-amzn-1 | HDFS node-level service for storing blocks. |
| hadoop-hdfs-library | 2.8.3-amzn-1 | HDFS command-line client and library |
| hadoop-hdfs-namenode | 2.8.3-amzn-1 | HDFS service for tracking file names and block locations. |
| hadoop-httpfs-server | 2.8.3-amzn-1 | HTTP endpoint for HDFS operations. |
| hadoop-kms-server | 2.8.3-amzn-1 | Cryptographic key management server based on Hadoop's KeyProvider API. |
| hadoop-mapred | 2.8.3-amzn-1 | MapReduce execution engine libraries for running a MapReduce application. |
| hadoop-yarn-nodemanager | 2.8.3-amzn-1 | YARN service for managing containers on an individual node. |
| hadoop-yarn-resourcemanager | 2.8.3-amzn-1 | YARN service for allocating and managing cluster resources and distributed applications. |
| hadoop-yarn-timeline-server | 2.8.3-amzn-1 | Service for retrieving current and historical information for YARN applications. |
| hbase-hmaster | 1.4.2 | Service for an HBase cluster responsible for coordination of Regions and execution of administrative commands. |
| hbase-region-server | 1.4.2 | Service for serving one or more HBase regions. |
| hbase-client | 1.4.2 | HBase command-line client. |
| hbase-rest-server | 1.4.2 | Service providing a RESTful HTTP endpoint for HBase. |
| hbase-thrift-server | 1.4.2 | Service providing a Thrift endpoint to HBase. |
| hcatalog-client | 2.3.2-amzn-2 | The 'hcat' command line client for manipulating hcatalog-server. |
| hcatalog-server | 2.3.2-amzn-2 | Service providing HCatalog, a table and storage management layer for distributed applications. |
| hcatalog-webhcat-server | 2.3.2-amzn-2 | HTTP endpoint providing a REST interface to HCatalog. |
| hive-client | 2.3.2-amzn-2 | Hive command line client. |
| hive-hbase | 2.3.2-amzn-2 | Hive-hbase client. |
| hive-metastore-server | 2.3.2-amzn-2 | Service for accessing the Hive metastore, a semantic repository storing metadata for SQL on Hadoop operations. |
| hive-server2 | 2.3.2-amzn-2 | Service for accepting Hive queries as web requests. |
| hue-server | 4.1.0 | Web application for analyzing data using Hadoop ecosystem applications |
| jupyterhub | 0.8.1 | Multi-user server for Jupyter notebooks |
| livy-server | 0.4.0-incubating | REST interface for interacting with Apache Spark |
| mahout-client | 0.13.0 | Library for machine learning. |
| mxnet | 1.1.0 | A flexible, scalable, and efficient library for deep learning. |
| mysql-server | 5.5.54+ | MySQL database server. |
| nvidia-cuda | 9.1.85 | Nvidia drivers and Cuda toolkit |
| oozie-client | 4.3.0 | Oozie command-line client. |
| oozie-server | 4.3.0 | Service for accepting Oozie workflow requests. |
| opencv | 3.4.0 | Open Source Computer Vision Library. |
| phoenix-library | 4.13.0-HBase-1.4 | The phoenix libraries for server and client |
| phoenix-query-server | 4.13.0-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 | 0.194 | Service for accepting queries and managing query execution among presto-workers. |
| presto-worker | 0.194 | Service for executing pieces of a query. |
| pig-client | 0.17.0 | Pig command-line client. |
| r | 3.4.1 | The R Project for Statistical Computing |
| spark-client | 2.3.0 | Spark command-line clients. |
| spark-history-server | 2.3.0 | Web UI for viewing logged events for the lifetime of a completed Spark application. |
| spark-on-yarn | 2.3.0 | In-memory execution engine for YARN. |
| spark-yarn-slave | 2.3.0 | Apache Spark libraries needed by YARN slaves. |
| sqoop-client | 1.4.7 | Apache Sqoop command-line client. |
| tez-on-yarn | 0.8.4 | The tez YARN application and libraries. |
| webserver | 2.4.25+ | Apache HTTP server. |
| zeppelin-server | 0.7.3 | Web-based notebook that enables interactive data analytics. |
| zookeeper-server | 3.4.10 | Centralized service for maintaining configuration information, naming, providing distributed synchronization, and providing group services. |
| zookeeper-client | 3.4.10 | ZooKeeper command line client. |
5.14.0 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.
| 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. |
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-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-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-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. |
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. |
