Amazon EMR

Managed Hadoop and Spark cluster platform on EC2 for large-scale data processing.

Provider: aws
Kind: Big data cluster
Category: Compute
Official docs: https://docs.aws.amazon.com/emr/latest/ManagementGuide/emr-plan-ha.html

Properties · 4 set by this component

property	type	values	required	kind default	this component
autoscaling	boolean	—	no	false	▸ false
engine	enum	spark \| hadoop \| presto \| flink \| hpc \| ray \| dask \| kubernetes-batch	no	—	inherited
instanceProvisioning · component property	enum	instance-groups \| instance-fleets	no	instance-groups	inherited
managed	boolean	—	no	false	▸ true
primaryNodeHighAvailability · component property	boolean	—	no	false	inherited
runtimeVersion	string	—	no	—	inherited
securityConfiguration · component property	boolean	—	no	false	inherited
spotInstances	boolean	—	no	false	▸ false
workerNodes	integer	—	no	—	inherited
zoneRedundant	boolean	—	no	—	▸ false

Rules that apply · 1

Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.

Stateful node without zone redundancyerror

stateful-node-without-zone-redundancy

A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.

— all of these hold:
— the node's `stateless` is false
— the node sits inside exactly 1 availability-zone group
— this does not hold:
— the node sits inside at least one cell group

Use it in a design

nodes:
  - { id: "emr", component: "aws-emr" }

Other Big data cluster products · 25

Elastic High Performance Computingalibaba-e-hpcalibabacloudbig-data-cluster E-MapReducealibaba-e-mapreducealibabacloudbig-data-cluster AWS Clean Roomsaws-clean-roomsawsbig-data-cluster Amazon EMR Serverlessaws-emr-serverlessawsbig-data-cluster AWS Parallel Computing Serviceaws-pcsawsbig-data-cluster Amazon SageMaker HyperPodaws-sagemaker-hyperpodawsbig-data-cluster Azure CycleCloudazure-cyclecloudazurebig-data-cluster Azure Databricksazure-databricksazurebig-data-cluster Azure HDInsightazure-hdinsightazurebig-data-cluster Armadaarmadabig-data-cluster Generic big data clusterbig-data-clusterbig-data-cluster Daskdaskbig-data-cluster Databricksdatabricksbig-data-cluster Apache Hadoop YARNhadoop-yarnbig-data-cluster Rayraybig-data-cluster Slurmslurmbig-data-cluster Apache Spark clusterspark-clusterbig-data-cluster Volcanovolcanobig-data-cluster Cluster Directorgoogle-cluster-directorgcpbig-data-cluster Dataprocgoogle-dataprocgcpbig-data-cluster Managed Service for Apache Spark (serverless)google-dataproc-serverlessgcpbig-data-cluster IBM Analytics Engineibm-analytics-engineibmbig-data-cluster OCI AI Data Platformoci-ai-data-platformocibig-data-cluster OCI Big Data Serviceoci-big-data-serviceocibig-data-cluster OCI Data Flowoci-data-flowocibig-data-cluster

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Amazon EMR cluster on EC2: managed Hadoop/Spark cluster platform ("What is Amazon EMR?"). A cluster
3# "can reside only in one Availability Zone or subnet" and launches with one primary node unless three are
4# chosen ("Plan and configure primary nodes"); managed scaling is enabled explicitly ("Using managed scaling")
5# and encryption at rest or in transit needs a security configuration ("Encryption options for Amazon EMR").
6schemaVersion: "1"
7type: "component"
8id: "aws-emr"
9kind: "big-data-cluster"
10provider: "aws"
11docs: "https://docs.aws.amazon.com/emr/latest/ManagementGuide/emr-plan-ha.html"
12aliases: ["EMR"]
13defaults:
14  managed: true
15  autoscaling: false
16  spotInstances: false
17  zoneRedundant: false
18properties:
19  primaryNodeHighAvailability:
20    type: "boolean"
21    default: false
22  instanceProvisioning:
23    type: "enum"
24    values: ["instance-groups", "instance-fleets"]
25    default: "instance-groups"
26  securityConfiguration:
27    type: "boolean"
28    default: false

The same page as markdown, for an agent: /catalogue/components/aws-emr.md