OCI AI Data Platform

oci Big data clusteroci-ai-data-platform

Managed lakehouse workbench pairing Spark compute with an Autonomous AI Lakehouse for data and AI workflows.

Provider: oci
Kind: Big data cluster
Category: Compute
Official docs: https://docs.oracle.com/en/cloud/paas/ai-data-platform/aidug/get-started-oracle-ai-data-platform.html

Properties · 2 set by this component

property	type	values	required	kind default	this component
autoscaling	boolean	—	no	false	inherited
encryptionKey · component property	enum	oracle-managed \| customer-managed	no	oracle-managed	inherited
engine	enum	spark \| hadoop \| presto \| flink \| hpc \| ray \| dask \| kubernetes-batch	no	—	▸ spark
lakehouseAttached · component property	boolean	—	no	true	inherited
managed	boolean	—	no	false	▸ true
runtimeVersion	string	—	no	—	inherited
sessionLifetimeHours · component property	integer	—	no	8	inherited
spotInstances	boolean	—	no	false	inherited
workerNodes	integer	—	no	—	inherited
zoneRedundant	boolean	—	no	—	inherited

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: "ai-data-platform", component: "oci-ai-data-platform" }

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 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 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# OCI AI Data Platform workbench: a managed lakehouse workspace for building and orchestrating data workflows.
3# "Get Started with Oracle AI Data Platform Workbench" states an Oracle Autonomous AI Lakehouse instance must
4# be created and configured as part of the workbench and serves as the default vector store, that Spark compute
5# is configured per workbench, that data at rest is encrypted with Oracle-managed keys unless a Vault
6# customer-managed key is chosen at creation, and that user sessions expire after 8 hours.
7schemaVersion: "1"
8type: "component"
9id: "oci-ai-data-platform"
10kind: "big-data-cluster"
11provider: "oci"
12docs: "https://docs.oracle.com/en/cloud/paas/ai-data-platform/aidug/get-started-oracle-ai-data-platform.html"
13defaults:
14  managed: true
15  engine: "spark"
16properties:
17  encryptionKey:
18    type: "enum"
19    values: ["oracle-managed", "customer-managed"]
20    default: "oracle-managed"
21  lakehouseAttached:
22    type: "boolean"
23    default: true
24  sessionLifetimeHours:
25    type: "integer"
26    default: 8

The same page as markdown, for an agent: /catalogue/components/oci-ai-data-platform.md