Azure Data Science Virtual Machine

A VM image preloaded with data science and deep learning tools.

Provider: azure
Kind: Virtual machine
Category: Compute
Official docs: https://learn.microsoft.com/en-us/azure/machine-learning/data-science-virtual-machine/overview

Properties · 3 set by this component

property	type	values	required	kind default	this component
diskEncryption	boolean	—	no	—	▸ true
gpuEnabled · component property	boolean	—	no	false	inherited
hostedNotebooks · component property	boolean	—	no	false	inherited
instances	integer	—	no	—	inherited
managed	boolean	—	no	false	▸ false
memoryGib	integer	—	no	—	inherited
os	enum	linux \| windows \| aix \| ibm-i	no	linux	inherited
osImage · component property	enum	windows-server-2019 \| windows-server-2022 \| ubuntu-20-04	no	—	inherited
publicIp	boolean	—	no	—	inherited
sizeVcpu	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: "dsvm", component: "azure-dsvm" }

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and 20 more → Virtual machine page

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Azure Data Science Virtual Machine: a marketplace VM image with data science tools preinstalled,
3# explicitly unmanaged and without built-in hosted notebooks ("What is the Azure Data Science
4# Virtual Machine"). Deep learning frameworks fall back to CPU unless an N-series size is chosen.
5schemaVersion: "1"
6type: "component"
7id: "azure-dsvm"
8kind: "virtual-machine"
9provider: "azure"
10docs: "https://learn.microsoft.com/en-us/azure/machine-learning/data-science-virtual-machine/overview"
11defaults:
12  managed: false
13  diskEncryption: true
14  zoneRedundant: false
15properties:
16  osImage:
17    type: "enum"
18    values: ["windows-server-2019", "windows-server-2022", "ubuntu-20-04"]
19  gpuEnabled:
20    type: "boolean"
21    default: false
22  hostedNotebooks:
23    type: "boolean"
24    default: false

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