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OCI Data Science

ociML platformoci-data-science

Managed JupyterLab notebook sessions, projects and model tooling for building models.

Provider
oci
Kind
ML platform
Category
Compute
Official docs
https://docs.oracle.com/en-us/iaas/data-science/using/data-science.htm
Properties · 5 set by this component
propertytypevaluesrequiredkind defaultthis component
computeInstancesinteger—no—▸ 1
experimentTrackingboolean—notrueinherited
gpuEnabledboolean—no—▸ false
managedboolean—nofalse▸ true
modelRegistryboolean—notrue▸ true
networking · component propertyenumdefault-networking | custom-vcnnodefault-networkinginherited
notebookIdleShutdownHours · component propertyinteger—no1inherited
privateEndpoint · component propertyboolean—nofalseinherited
publicAccessboolean—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: "data-science", component: "oci-data-science" }
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and 21 more → ML platform page
Source
# yaml-language-server: $schema=../../schema/component.schema.json
# Oracle OCI Data Science: a fully managed, serverless workspace — a project holding JupyterLab
# notebook sessions, the model catalog and jobs. "Data Science Overview": one notebook session
# is one compute instance, networking defaults to service-managed default networking with
# private endpoints optional, and GPU shapes need tenancy shape limits before they can be used.
# "Managing Notebook Sessions": the inactivity shutdown default is 1 hour.
schemaVersion: "1"
type: "component"
id: "oci-data-science"
kind: "ml-platform"
provider: "oci"
docs: "https://docs.oracle.com/en-us/iaas/data-science/using/data-science.htm"
defaults:
  computeInstances: 1
  gpuEnabled: false
  modelRegistry: true
  publicAccess: true
  managed: true
properties:
  networking:
    type: "enum"
    values: ["default-networking", "custom-vcn"]
    default: "default-networking"
  notebookIdleShutdownHours:
    type: "integer"
    default: 1
  privateEndpoint:
    type: "boolean"
    default: false

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