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deploy-ci.json
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deploy-ci.json
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{
"$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
"contentVersion": "1.0.0.0",
"parameters": {
"workspaceName": {
"type": "String",
"metadata": {
"description": "Specifies the name of the Azure Machine Learning workspace."
}
},
"name": {
"type": "String",
"metadata": {
"description": "Specifies the name of Compute Instance."
}
}
},
"resources": [
{
"type": "Microsoft.MachineLearningServices/workspaces/computes",
"apiVersion": "2021-03-01-preview",
"name": "[concat(parameters('workspaceName'), '/', parameters('name'))]",
"location": "[resourceGroup().location]",
"properties": {
"computeType": "ComputeInstance",
"properties": {
"vmSize": "STANDARD_DS3_V2",
"applicationSharingPolicy": "Shared",
"customServices": [
{
"name": "mlflow-ui",
"image": {
"type": "docker",
"reference": "ghcr.io/akshaya-a/azureml-mlflow-ui:main"
},
"docker": {
"privileged": true
},
"environmentVariables": {
"MLFLOW_TRACKING_URI": {
"type": "local",
"value": "[concat('azureml://', resourceGroup().location, '.api.azureml.ms/mlflow/v1.0/subscriptions/', subscription().subscriptionId, '/resourceGroups/', resourceGroup().name, '/providers/Microsoft.MachineLearningServices/workspaces/', parameters('workspaceName'))]"
},
"HOME": {
"type": "local",
"value": "/home/azureuser"
}
},
"endpoints": [
{
"name": "connect",
"protocol": "http",
"target": 5001,
"published": 5001
}
],
"volumes": [
{
"type": "bind",
"source": "/home/azureuser/.azure",
"target": "/home/azureuser/.azure"
}
]
}
],
"computeInstanceAuthorizationType": "personal"
}
}
}
]
}