Azure DownloadModel

Azure DownloadModel

Certified

Download an Azure Machine Learning model to Kestra's internal storage

Resolves a model version's storage location and downloads its artifact(s) into Kestra's internal storage. A single-file model is stored as-is; a folder-based model is packaged into a single ZIP archive.

yaml
type: io.kestra.plugin.azure.ml.DownloadModel
yaml
id: azure_ml_download_model
namespace: company.team

tasks:
  - id: download
    type: io.kestra.plugin.azure.ml.DownloadModel
    tenantId: "{{ secret('AZURE_TENANT_ID') }}"
    clientId: "{{ secret('AZURE_CLIENT_ID') }}"
    clientSecret: "{{ secret('AZURE_CLIENT_SECRET') }}"
    subscriptionId: "{{ secret('AZURE_SUBSCRIPTION_ID') }}"
    resourceGroupName: ml-rg
    workspaceName: ml-workspace
    modelName: fraud-detector
    modelVersion: latest
Properties

Model name

Resource group name

Resource group containing the Machine Learning workspace

Subscription ID

Azure subscription GUID that owns the Machine Learning workspace

Azure AD tenant ID (GUID)

Workspace name

Name of the Azure Machine Learning workspace

Assets this task consumes as inputs or produces as outputs, for lineage tracking and the asset graph (Enterprise Edition). A flow declaring this property on a task is rejected in the open-source edition.

Definitions
assetFailureBehaviorstring
Possible Values
IGNOREFAILWARN

Asset failure behavior

Behavior applied to the task state when a declared asset fails to render, emit, or be persisted (e.g. a lock conflict): FAIL escalates it to FAILED, WARN (default) warns it if it would otherwise succeed, IGNORE leaves the state untouched.

enableAutobooleanstring

Whether to auto-register assets referenced dynamically at runtime that are not statically declared in inputs or outputs.

inputsarray

The assets consumed as inputs.

id*string
Min length1
typestring
outputs

The assets produced as outputs.

id*string
Min length1
Max length150
type*object
descriptionstring
displayNamestring
metadataobject
Default{}
namespacestring
Min length1
Max length150
id*string
Min length1
Max length150
type*object
descriptionstring
displayNamestring
metadataobject
Default{}
namespacestring
Min length1
Max length150
id*string
Min length1
Max length150
type*object
descriptionstring
displayNamestring
metadataobject
Default{}
namespacestring
Min length1
Max length150
id*string
Min length1
Max length150
type*object
descriptionstring
displayNamestring
metadataobject
Default{}
namespacestring
Min length1
Max length150
id*string
Min length1
Max length150
type*object
descriptionstring
displayNamestring
metadataobject
Default{}
namespacestring
Min length1
Max length150
id*string
Min length1
Max length150
type*string
Min length1

Custom asset type

descriptionstring
displayNamestring
metadataobject
Default{}
namespacestring
Min length1
Max length150

Client ID of the Azure AD application

Application (client) ID used for service principal authentication.

Client secret for the Azure AD application

Secret value associated with the client ID; store in a Kestra secret.

Defaultlatest

Model version

Specific version to download, or latest (default) to resolve the most recent one

PEM-encoded certificate content for client authentication

PEM text for certificate-based auth; alternative to clientSecret.

Archive

True when the model had multiple files and was packaged into a single ZIP archive

Model name

Formaturi

Internal storage URI

kestra:// URI of the downloaded model artifact

Model version

Resolved version, useful when version=latest was requested

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