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pdm-arm.json
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pdm-arm.json
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{
"$schema": "http://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json",
"contentVersion": "1.0.0.0",
"parameters": {
"databricksWorkspaceUrl": {
"type": "string",
"metadata": {
"description": "Please create a new Databricks workspace if you don't have one and the workspcae url should be of the format https://{DatabricksLocation}.azuredatabricks.net"
}
},
"databricksToken": {
"type": "string",
"metadata": {
"description": "To generate the Databricks access token requested , please follow the instructions at https://docs.databricks.com/api/latest/authentication.html#id3."
}
},
"dsvmUsername": {
"type": "string"
},
"dsvmPassword": {
"type": "securestring"
},
"dsvmSize": {
"type": "string",
"defaultValue": "Standard_DS3_v2",
"allowedValues": [ "Basic_A0", "Basic_A1", "Basic_A2", "Basic_A3",
"Basic_A4", "Standard_A0", "Standard_A1", "Standard_A2",
"Standard_A3", "Standard_A4", "Standard_A5", "Standard_A6",
"Standard_A7", "Standard_A8", "Standard_A9", "Standard_A10",
"Standard_A11", "Standard_A1_v2", "Standard_A2_v2", "Standard_A4_v2",
"Standard_A8_v2", "Standard_A2m_v2", "Standard_A4m_v2", "Standard_A8m_v2",
"Standard_B1s", "Standard_B1ms", "Standard_B2s", "Standard_B2ms", "Standard_B4ms",
"Standard_B8ms", "Standard_D1", "Standard_D2", "Standard_D3", "Standard_D4", "Standard_D11",
"Standard_D12", "Standard_D13", "Standard_D14", "Standard_D1_v2", "Standard_D2_v2",
"Standard_D3_v2", "Standard_D4_v2", "Standard_D5_v2", "Standard_D2_v3", "Standard_D4_v3",
"Standard_D8_v3", "Standard_D16_v3", "Standard_D32_v3", "Standard_D64_v3", "Standard_D2s_v3",
"Standard_D4s_v3", "Standard_D8s_v3", "Standard_D16s_v3", "Standard_D32s_v3", "Standard_D64s_v3",
"Standard_D11_v2", "Standard_D12_v2", "Standard_D13_v2", "Standard_D14_v2", "Standard_D15_v2",
"Standard_DS1", "Standard_DS2", "Standard_DS3", "Standard_DS4", "Standard_DS11", "Standard_DS12",
"Standard_DS13", "Standard_DS14", "Standard_DS1_v2", "Standard_DS2_v2", "Standard_DS3_v2",
"Standard_DS4_v2", "Standard_DS5_v2", "Standard_DS11_v2", "Standard_DS12_v2", "Standard_DS13_v2",
"Standard_DS14_v2", "Standard_DS15_v2", "Standard_DS13-4_v2", "Standard_DS13-2_v2", "Standard_DS14-8_v2",
"Standard_DS14-4_v2", "Standard_E2_v3", "Standard_E4_v3", "Standard_E8_v3", "Standard_E16_v3", "Standard_E32_v3",
"Standard_E64_v3", "Standard_E2s_v3", "Standard_E4s_v3", "Standard_E8s_v3", "Standard_E16s_v3", "Standard_E32s_v3",
"Standard_E64s_v3", "Standard_E32-16_v3", "Standard_E32-8s_v3", "Standard_E64-32s_v3", "Standard_E64-16s_v3",
"Standard_F1", "Standard_F2", "Standard_F4", "Standard_F8", "Standard_F16", "Standard_F1s", "Standard_F2s",
"Standard_F4s", "Standard_F8s", "Standard_F16s", "Standard_F2s_v2", "Standard_F4s_v2", "Standard_F8s_v2",
"Standard_F16s_v2", "Standard_F32s_v2", "Standard_F64s_v2", "Standard_F72s_v2", "Standard_G1", "Standard_G2",
"Standard_G3", "Standard_G4", "Standard_G5", "Standard_GS1", "Standard_GS2", "Standard_GS3", "Standard_GS4",
"Standard_GS5", "Standard_GS4-8", "Standard_GS4-4", "Standard_GS5-16", "Standard_GS5-8", "Standard_H8", "Standard_H16",
"Standard_H8m", "Standard_H16m", "Standard_H16r", "Standard_H16mr", "Standard_L4s", "Standard_L8s", "Standard_L16s",
"Standard_L32s", "Standard_M64s", "Standard_M64ms", "Standard_M128s", "Standard_M128ms", "Standard_M64-32ms",
"Standard_M64-16ms", "Standard_M128-64ms", "Standard_M128-32ms", "Standard_NC6", "Standard_NC12", "Standard_NC24",
"Standard_NC24r", "Standard_NC6s_v2", "Standard_NC12s_v2", "Standard_NC24s_v2", "Standard_NC24rs_v2", "Standard_NC6s_v3",
"Standard_NC12s_v3", "Standard_NC24s_v3", "Standard_NC24rs_v3", "Standard_ND6s", "Standard_ND12s", "Standard_ND24s", "Standard_ND24rs",
"Standard_NV6", "Standard_NV12", "Standard_NV24" ]
}
},
"variables": {
"gitHubBaseUrl": "https://raw.githubusercontent.com/Azure/AI-PredictiveMaintenance/master/"
},
"resources": [
{
"apiVersion": "2017-05-10",
"name": "generateResourceNamesTemplate",
"type": "Microsoft.Resources/deployments",
"properties": {
"mode": "incremental",
"templateLink": {
"uri":"[concat(variables('gitHubBaseUrl'),'src/ARMTemplates/resourceNames.json')]",
"contentVersion":"1.0.0.0"
}
}
},
{
"apiVersion": "2017-05-10",
"name": "iotHubTemplate",
"type": "Microsoft.Resources/deployments",
"properties": {
"mode": "incremental",
"templateLink": {
"uri":"[concat(variables('gitHubBaseUrl'),'src/ARMTemplates/iotHub.json')]",
"contentVersion":"1.0.0.0"
}
}
},
{
"apiVersion": "2017-05-10",
"name": "storageAccountTemplate",
"type": "Microsoft.Resources/deployments",
"properties": {
"mode": "incremental",
"templateLink": {
"uri":"[concat(variables('gitHubBaseUrl'),'src/ARMTemplates/storageAccount.json')]",
"contentVersion":"1.0.0.0"
}
}
},
{
"apiVersion": "2017-05-10",
"name": "deployMLWebServiceTemplate",
"type": "Microsoft.Resources/deployments",
"properties": {
"mode": "incremental",
"templateLink": {
"uri":"[concat(variables('gitHubBaseUrl'),'src/ARMTemplates/deployMLWebService.json')]",
"contentVersion":"1.0.0.0"
}
}
},
{
"apiVersion": "2017-05-10",
"name": "demoDashboardTemplate",
"type": "Microsoft.Resources/deployments",
"dependsOn": [
"deployMLWebServiceTemplate",
"storageAccountTemplate",
"iotHubTemplate",
"generateResourceNamesTemplate"
],
"properties": {
"mode": "incremental",
"templateLink": {
"uri":"[concat(variables('gitHubBaseUrl'),'src/ARMTemplates/demoDashboard.json')]",
"contentVersion":"1.0.0.0"
},
"parameters": {
"webSiteName": {"value": "[reference('generateResourceNamesTemplate').outputs.webSiteName.value]"},
"webAppUrl": {"value": "[concat(variables('gitHubBaseUrl'),'binaries//WebApp.zip')]"},
"amlAssetsUrl": {"value": "[concat(variables('gitHubBaseUrl'),'binaries//AML.zip')]"},
"iotHubName": {"value": "[reference('iotHubTemplate').outputs.iotHubName.value]"},
"iotHubOwnerKey": {"value": "[reference('iotHubTemplate').outputs.iotHubOwnerKey.value]"},
"iotHubDeviceKey": {"value": "[reference('iotHubTemplate').outputs.iotHubDeviceKey.value]"},
"storageAccountName": {"value": "[reference('storageAccountTemplate').outputs.storageAccountName.value]"},
"storageAccountKey": {"value": "[reference('storageAccountTemplate').outputs.storageAccountKey.value]"},
"dsvmName": {"value": "[reference('generateResourceNamesTemplate').outputs.vmName.value]"},
"databricksWorkspaceUrl": {"value": "[parameters('databricksWorkspaceUrl')]"},
"eventHubConnectionString": {"value": "[reference('iotHubTemplate').outputs.eventHubConnectionString.value]"},
"featurizerJarUrl": {"value": "[concat(variables('gitHubBaseUrl'),'binaries/featurizer_2.11-1.0.jar')]"},
"databricksToken": {"value": "[parameters('databricksToken')]"},
"scoreUrl": {"value": "[concat('http://', reference('deployMLWebServiceTemplate').outputs.azureContainerName.value, '.azurecontainer.io:5001/score')]"},
"databricksworkspaceLoginUrl": {"value": ""},
"notebooksUrl": {"value": "[concat(variables('gitHubBaseUrl'),'binaries/Notebooks.zip')]"}
}
}
},
{
"apiVersion": "2017-05-10",
"name": "iotHubStorageRouteTemplate",
"type": "Microsoft.Resources/deployments",
"dependsOn": [
"storageAccountTemplate",
"iotHubTemplate"
],
"properties": {
"mode": "incremental",
"templateLink": {
"uri":"[concat(variables('gitHubBaseUrl'),'src/ARMTemplates/iotHubStorageRoute.json')]",
"contentVersion":"1.0.0.0"
},
"parameters": {
"storageContainerName": { "value": "telemetry" },
"storageAccountConnectionString": { "value": "[concat('DefaultEndpointsProtocol=https;AccountName=', reference('storageAccountTemplate').outputs.storageAccountName.value, ';AccountKey=', reference('storageAccountTemplate').outputs.storageAccountKey.value)]" }
}
}
},
{
"apiVersion": "2017-05-10",
"name": "linuxDsvmTemplate",
"type": "Microsoft.Resources/deployments",
"dependsOn": [
"storageAccountTemplate"
],
"properties": {
"mode": "incremental",
"templateLink": {
"uri":"[concat(variables('gitHubBaseUrl'),'src/ARMTemplates/linuxDsvm.json')]",
"contentVersion":"1.0.0.0"
},
"parameters": {
"adminUsername": { "value": "[parameters('dsvmUsername')]" },
"adminPassword": { "value": "[parameters('dsvmPassword')]" },
"storageAccountName": { "value": "[reference('storageAccountTemplate').outputs.storageAccountName.value]" },
"vmSize": { "value": "[parameters('dsvmSize')]" },
"fileUris": { "value": "[concat(variables('gitHubBaseUrl'),'src/CustomScripts/setup.sh ', variables('gitHubBaseUrl'), '/binaries/Notebooks.zip ', variables('gitHubBaseUrl'), '/binaries/spark-avro_2.11-4.0.0.jar')]" },
"commandToExecute": { "value": "[concat('bash setup.sh ',parameters('databricksWorkspaceUrl'),' ',parameters('databricksToken'),' ', reference('storageAccountTemplate').outputs.storageAccountName.value,' ', reference('storageAccountTemplate').outputs.storageAccountKey.value)]" }
}
}
}
]
}