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Catalogue / ml-platform

H2O.ai

ML platformh2o

In-memory distributed machine learning cluster with AutoML and the Flow web UI.

Provider
default
Kind
ML platform
Category
Compute
Official docs
https://docs.h2o.ai/h2o/latest-stable/h2o-docs/starting-h2o.html
Also known as
H2O AI Cloud
Properties · 3 set by this component
propertytypevaluesrequiredkind defaultthis component
authentication · component propertyenumnone | kerberos | ldap | pamnononeinherited
autoMl · component propertyboolean—notrueinherited
computeInstancesinteger—no—inherited
experimentTrackingboolean—notrue▸ false
flowUi · component propertyboolean—notrueinherited
gpuEnabledboolean—no—inherited
managedboolean—nofalse▸ false
modelRegistryboolean—notrue▸ false
port · component propertyinteger—no54321inherited
publicAccessboolean—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: "h2o", component: "h2o" }
Other ML platform products · 61
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and 21 more → ML platform page
Source
# yaml-language-server: $schema=../../schema/component.schema.json
# H2O-3: open source in-memory distributed ML cluster with AutoML and the Flow web UI.
# Defaults from "Welcome to H2O-3" and "Starting H2O-3": nodes join a cluster at launch, the REST
# port is 54321 and internal security is off unless Kerberos, LDAP or PAM is configured. H2O AI Cloud is
# H2O.ai's commercial platform around H2O-3, Driverless AI and h2oGPTe; it answers to this box as an alias.
schemaVersion: "1"
type: "component"
id: "h2o"
kind: "ml-platform"
provider: "default"
docs: "https://docs.h2o.ai/h2o/latest-stable/h2o-docs/starting-h2o.html"
aliases: ["H2O AI Cloud"]
defaults:
  experimentTracking: false
  modelRegistry: false
  managed: false
properties:
  port:
    type: "integer"
    default: 54321
  authentication:
    type: "enum"
    values: ["none", "kerberos", "ldap", "pam"]
    default: "none"
  autoMl:
    type: "boolean"
    default: true
  flowUi:
    type: "boolean"
    default: true

The same page as markdown, for an agent: /catalogue/components/h2o.md