← cd ~/roles
// roles/azure · ai-machine-learning
Cognitive Services Language WriterAzure built-in role
Has access to all Read, Test, and Write functions under Language Portal
| Role ID | f2310ca1-dc64-4889-bb49-c8e0fa3d47a8 |
|---|---|
| Category | Ai-machine-learning |
| Actions | 3 |
| Data actions | 4 |
Before you assign it
- It reaches the data, not just the resource. It has 4 data actions, such as reading blobs, secrets or messages.
What it can do
| Permission | What it allows |
|---|---|
Microsoft.CognitiveServices/*/read | Any read operation on anything under Microsoft.CognitiveServices |
Microsoft.Authorization/roleAssignments/read | Get information about a role assignment. |
Microsoft.Authorization/roleDefinitions/read | Get information about a role definition. |
Data actions
| Permission | What it allows |
|---|---|
Microsoft.CognitiveServices/accounts/LanguageAuthoring/* | Every operation under Microsoft.CognitiveServices/accounts/LanguageAuthoring |
Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/* | Every operation under Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding |
Microsoft.CognitiveServices/accounts/Language/* | Every operation under Microsoft.CognitiveServices/accounts/Language |
Microsoft.CognitiveServices/accounts/TextAnalytics/* | Every operation under Microsoft.CognitiveServices/accounts/TextAnalytics |
Data actions it can't do
| Permission | What it allows |
|---|---|
Microsoft.CognitiveServices/accounts/LanguageAuthoring/projects/publish/action | Trigger publishing job. |
Microsoft.CognitiveServices/accounts/ConversationalLanguageUnderstanding/projects/deployments/write | Trigger job to create new deployment or replace an existing deployment. |
Microsoft.CognitiveServices/accounts/TextAnalytics/QnaMaker/* | Every operation under Microsoft.CognitiveServices/accounts/TextAnalytics/QnaMaker |
Microsoft.CognitiveServices/accounts/Language/*/projects/delete | Every operation matching Microsoft.CognitiveServices/accounts/Language/*/projects/delete |
Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/write | Every operation matching Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/write |
Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/delete | Every operation matching Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/delete |
Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/swap/action | Every operation matching Microsoft.CognitiveServices/accounts/Language/*/projects/deployments/swap/action |
Assign it
Scope it as tightly as you can: a resource or resource group rather than the whole subscription.
az role assignment create \
--assignee "jane.doe@contoso.com" \
--role "Cognitive Services Language Writer" \
--scope "/subscriptions/<subscription id>/resourceGroups/<resource group>"New-AzRoleAssignment -SignInName "jane.doe@contoso.com" `
-RoleDefinitionName "Cognitive Services Language Writer" `
-Scope "/subscriptions/<subscription id>/resourceGroups/<resource group>"resource assignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = {
name: guid(resourceGroup().id, principalId, 'f2310ca1-dc64-4889-bb49-c8e0fa3d47a8')
properties: {
roleDefinitionId: subscriptionResourceId('Microsoft.Authorization/roleDefinitions', 'f2310ca1-dc64-4889-bb49-c8e0fa3d47a8')
principalId: principalId
}
}Who already has it?
authorizationresources
| where type == "microsoft.authorization/roleassignments"
| where tostring(properties.roleDefinitionId) endswith "f2310ca1-dc64-4889-bb49-c8e0fa3d47a8"
| project principalId = tostring(properties.principalId), principalType = tostring(properties.principalType), scope = tostring(properties.scope)Other ai-machine-learning roles
- AzureML Metrics Writer (preview) · 1 permission
- Cognitive Services Data Reader · 1 permission
- Cognitive Services Immersive Reader User · 1 permission
- Cognitive Services Usages Reader · 1 permission
- Search Index Data Reader · 1 permission
- AzureML Compute Operator · 2 permissions
- AzureML Registry User · 2 permissions
- Cognitive Services Custom Vision Contributor · 2 permissions