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classical/aml-cli-v2/data-science/environment/train-monitor-conda.yml
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classical/rai-aml-cli-v2/data-science/environment/train-monitor-conda.yml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,28 @@ | ||
| { | ||
| "analyzers": { | ||
| "core": { | ||
| "enabled": true, | ||
| "verbose": true, | ||
| "rules": { | ||
| "no-hardcoded-env-urls": { | ||
| "level": "error" | ||
| }, | ||
| "no-unused-params": { | ||
| "level": "error" | ||
| }, | ||
| "no-unused-vars": { | ||
| "level": "error" | ||
| }, | ||
| "prefer-interpolation": { | ||
| "level": "error" | ||
| }, | ||
| "secure-parameter-default": { | ||
| "level": "error" | ||
| }, | ||
| "simplify-interpolation": { | ||
| "level": "error" | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,93 @@ | ||
| targetScope = 'subscription' | ||
|
|
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| param location string = 'westus2' | ||
| param prefix string | ||
| param postfix string | ||
| param env string | ||
|
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| param tags object = { | ||
| Owner: 'mlops-v2' | ||
| Project: 'mlops-v2' | ||
| Environment: env | ||
| Toolkit: 'bicep' | ||
| Name: prefix | ||
| } | ||
|
|
||
| var baseName = '${prefix}-${postfix}${env}' | ||
| var resourceGroupName = 'rg-${baseName}' | ||
|
|
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| resource rg 'Microsoft.Resources/resourceGroups@2020-06-01' = { | ||
| name: resourceGroupName | ||
| location: location | ||
|
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| tags: tags | ||
| } | ||
|
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| // Storage Account | ||
| module st './modules/storage_account.bicep' = { | ||
| name: 'st' | ||
| scope: resourceGroup(rg.name) | ||
| params: { | ||
| baseName: '${uniqueString(rg.id)}${env}' | ||
| location: location | ||
| tags: tags | ||
| } | ||
| } | ||
|
|
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| // Key Vault | ||
| module kv './modules/key_vault.bicep' = { | ||
| name: 'kv' | ||
| scope: resourceGroup(rg.name) | ||
| params: { | ||
| baseName: baseName | ||
| location: location | ||
| tags: tags | ||
| } | ||
| } | ||
|
|
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| // App Insights | ||
| module appi './modules/application_insights.bicep' = { | ||
| name: 'appi' | ||
| scope: resourceGroup(rg.name) | ||
| params: { | ||
| baseName: baseName | ||
| location: location | ||
| tags: tags | ||
| } | ||
| } | ||
|
|
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| // Container Registry | ||
| module cr './modules/container_registry.bicep' = { | ||
| name: 'cr' | ||
| scope: resourceGroup(rg.name) | ||
| params: { | ||
| baseName: '${uniqueString(rg.id)}${env}' | ||
| location: location | ||
| tags: tags | ||
| } | ||
| } | ||
|
|
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| // AML workspace | ||
| module mlw './modules/aml_workspace.bicep' = { | ||
| name: 'mlw' | ||
| scope: resourceGroup(rg.name) | ||
| params: { | ||
| baseName: baseName | ||
| location: location | ||
| stoacctid: st.outputs.stoacctOut | ||
| kvid: kv.outputs.kvOut | ||
| appinsightid: appi.outputs.appinsightOut | ||
| crid: cr.outputs.crOut | ||
| tags: tags | ||
| } | ||
| } | ||
|
|
||
| // AML compute cluster | ||
| module mlwcc './modules/aml_computecluster.bicep' = { | ||
| name: 'mlwcc' | ||
| scope: resourceGroup(rg.name) | ||
| params: { | ||
| location: location | ||
| workspaceName: mlw.outputs.amlsName | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,20 @@ | ||
| param location string | ||
| param computeClusterName string = 'cpu-cluster' | ||
| param workspaceName string | ||
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| resource amlci 'Microsoft.MachineLearningServices/workspaces/computes@2020-09-01-preview' = { | ||
| name: '${workspaceName}/${computeClusterName}' | ||
| location: location | ||
| properties: { | ||
| computeType: 'AmlCompute' | ||
| properties: { | ||
| vmSize: 'Standard_DS3_v2' | ||
| subnet: json('null') | ||
| osType: 'Linux' | ||
| scaleSettings: { | ||
| maxNodeCount: 4 | ||
| minNodeCount: 0 | ||
| } | ||
| } | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,37 @@ | ||
| param baseName string | ||
| param location string | ||
| param stoacctid string | ||
| param kvid string | ||
| param appinsightid string | ||
| param crid string | ||
| param tags object | ||
|
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| // AML workspace | ||
| resource amls 'Microsoft.MachineLearningServices/workspaces@2020-09-01-preview' = { | ||
| name: 'mlw-${baseName}' | ||
| location: location | ||
| identity: { | ||
| type: 'SystemAssigned' | ||
| } | ||
| sku: { | ||
| tier: 'basic' | ||
| name: 'basic' | ||
| } | ||
| properties: { | ||
| storageAccount: stoacctid | ||
| keyVault: kvid | ||
| applicationInsights: appinsightid | ||
| containerRegistry: crid | ||
| encryption: { | ||
| status: 'Disabled' | ||
| keyVaultProperties: { | ||
| keyIdentifier: '' | ||
| keyVaultArmId: '' | ||
| } | ||
| } | ||
| } | ||
|
|
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| tags: tags | ||
| } | ||
|
|
||
| output amlsName string = amls.name |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,17 @@ | ||
| param baseName string | ||
| param location string | ||
| param tags object | ||
|
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| // App Insights | ||
| resource appinsight 'Microsoft.Insights/components@2020-02-02-preview' = { | ||
| name: 'appi-${baseName}' | ||
| location: location | ||
| kind: 'web' | ||
| properties: { | ||
| Application_Type: 'web' | ||
| } | ||
|
|
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| tags: tags | ||
| } | ||
|
|
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| output appinsightOut string = appinsight.id |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,19 @@ | ||
| param baseName string | ||
| param location string | ||
| param tags object | ||
|
|
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| resource cr 'Microsoft.ContainerRegistry/registries@2020-11-01-preview' = { | ||
| name: 'cr${baseName}' | ||
| location: location | ||
| sku: { | ||
| name: 'Standard' | ||
| } | ||
|
|
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| properties: { | ||
| adminUserEnabled: true | ||
| } | ||
|
|
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| tags: tags | ||
| } | ||
|
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| output crOut string = cr.id |
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