Amazon EMR Serverless

Serverless Spark and Hive application that scales workers automatically per job run.

Provider: aws
Kind: Big data cluster
Category: Compute
Official docs: https://docs.aws.amazon.com/emr/latest/EMR-Serverless-UserGuide/app-behavior.html

Properties · 4 set by this component

property	type	values	required	kind default	this component
autoStop · component property	boolean	—	no	true	inherited
autoStopIdleMinutes · component property	integer	—	no	15	inherited
autoscaling	boolean	—	no	false	▸ true
engine	enum	spark \| hadoop \| presto \| flink \| hpc \| ray \| dask \| kubernetes-batch	no	—	inherited
managed	boolean	—	no	false	▸ true
preInitializedCapacity · component property	boolean	—	no	false	inherited
runtime · component property	enum	spark \| hive	no	spark	inherited
runtimeVersion	string	—	no	—	inherited
spotInstances	boolean	—	no	false	▸ false
workerNodes	integer	—	no	—	inherited
zoneRedundant	boolean	—	no	—	▸ true

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-serverless", component: "aws-emr-serverless" }

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 EMRaws-emrawsbig-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 Serverless application: serverless Spark or Hive runtime that "automatically scales workers up or
3# down" and is "a Regional service that simplifies how workloads run across multiple Availability Zones"
4# ("What is Amazon EMR Serverless?"). An application auto-starts on job submission and auto-stops after 15 idle
5# minutes; pre-initialized capacity is opt-in ("Understanding application behavior in EMR Serverless").
6schemaVersion: "1"
7type: "component"
8id: "aws-emr-serverless"
9kind: "big-data-cluster"
10provider: "aws"
11docs: "https://docs.aws.amazon.com/emr/latest/EMR-Serverless-UserGuide/app-behavior.html"
12defaults:
13  managed: true
14  autoscaling: true
15  spotInstances: false
16  zoneRedundant: true
17properties:
18  runtime:
19    type: "enum"
20    values: ["spark", "hive"]
21    default: "spark"
22  preInitializedCapacity:
23    type: "boolean"
24    default: false
25  autoStop:
26    type: "boolean"
27    default: true
28  autoStopIdleMinutes:
29    type: "integer"
30    default: 15

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