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azuredeploy.json
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azuredeploy.json
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{
"$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
"contentVersion": "1.0.0.0",
"parameters": {
"kustoClusterName": {
"defaultValue": "[concat('azmetaade', uniqueString(resourceGroup().id, 'azmetaade'))]",
"type": "String",
"metadata": {
"description": "Globally unique name for the Kusto cluster. Lowercase letters and numbers. Start with letter. 4-22 characters."
}
},
"kustoDatabaseName": {
"defaultValue": "azmeta",
"type": "String",
"metadata": {
"description": "Name for the azmeta database in your Kusto cluster."
}
},
"storageAccountName": {
"defaultValue": "[concat('azmetasa', uniqueString(resourceGroup().id, 'azmetasa'))]",
"type": "String",
"metadata": {
"description": "Globally unique name for the storage account. Lowercase letters and numbers. 3-24 characters."
}
},
"dataFactoryName": {
"defaultValue": "[concat('azmetaadf', uniqueString(resourceGroup().id, 'azmetaadf'))]",
"type": "String",
"metadata": {
"description": "Globally unique name for the data factory. Alphanumerics and hyphens. Start and end with alphanumeric. 3-63 characters."
}
},
"preProduction": {
"type": "bool",
"defaultValue": false,
"metadata": {
"description": "Deploy for pre-production use. Uses development SKU for Azure Data Explorer."
}
},
"updating": {
"type": "bool",
"defaultValue": false,
"metadata": {
"description": "Set to true if redeploying the template. Data Factory trigger resources can not be redeployed while they are enabled."
}
},
"_artifactsLocation": {
"defaultValue": "https://github.com/wpbrown/azmeta-pipeline/releases/latest/download/",
"type": "string",
"metadata": {
"description": "The base URI where artifacts required by this template are located including a trailing '/'"
}
},
"kustoIngestClientId": {
"type": "String",
"metadata": {
"description": "The client/app id (not object id) for the service principal that data factory will use to connect to Kusto."
}
},
"kustoIngestClientSecret": {
"type": "SecureString",
"metadata": {
"description": "The client secret for the service principal that data factory will use to connect to Kusto."
}
},
"deploymentIdentity": {
"type": "String",
"metadata": {
"description": "The resource id of the user-assigned managed identity resource to use during deployment."
}
}
},
"variables": {
"usageTableTranslator": {
"type": "TabularTranslator",
"mappings": [
{
"source": {
"name": "InvoiceSectionName",
"type": "String"
},
"sink": {
"name": "InvoiceSectionName",
"type": "String"
}
},
{
"source": {
"name": "AccountName",
"type": "String"
},
"sink": {
"name": "AccountName",
"type": "String"
}
},
{
"source": {
"name": "AccountOwnerId",
"type": "String"
},
"sink": {
"name": "AccountOwnerId",
"type": "String"
}
},
{
"source": {
"name": "SubscriptionId",
"type": "String"
},
"sink": {
"name": "SubscriptionId",
"type": "String"
}
},
{
"source": {
"name": "SubscriptionName",
"type": "String"
},
"sink": {
"name": "SubscriptionName",
"type": "String"
}
},
{
"source": {
"name": "ResourceGroup",
"type": "String"
},
"sink": {
"name": "ResourceGroup",
"type": "String"
}
},
{
"source": {
"name": "ResourceLocation",
"type": "String"
},
"sink": {
"name": "ResourceLocation",
"type": "String"
}
},
{
"source": {
"name": "Date",
"type": "String"
},
"sink": {
"name": "Date",
"type": "String"
}
},
{
"source": {
"name": "ProductName",
"type": "String"
},
"sink": {
"name": "ProductName",
"type": "String"
}
},
{
"source": {
"name": "MeterCategory",
"type": "String"
},
"sink": {
"name": "MeterCategory",
"type": "String"
}
},
{
"source": {
"name": "MeterSubCategory",
"type": "String"
},
"sink": {
"name": "MeterSubCategory",
"type": "String"
}
},
{
"source": {
"name": "MeterId",
"type": "String"
},
"sink": {
"name": "MeterId",
"type": "String"
}
},
{
"source": {
"name": "MeterName",
"type": "String"
},
"sink": {
"name": "MeterName",
"type": "String"
}
},
{
"source": {
"name": "MeterRegion",
"type": "String"
},
"sink": {
"name": "MeterRegion",
"type": "String"
}
},
{
"source": {
"name": "UnitOfMeasure",
"type": "String"
},
"sink": {
"name": "UnitOfMeasure",
"type": "String"
}
},
{
"source": {
"name": "Quantity",
"type": "String"
},
"sink": {
"name": "Quantity",
"type": "String"
}
},
{
"source": {
"name": "EffectivePrice",
"type": "String"
},
"sink": {
"name": "EffectivePrice",
"type": "String"
}
},
{
"source": {
"name": "CostInBillingCurrency",
"type": "String"
},
"sink": {
"name": "CostInBillingCurrency",
"type": "String"
}
},
{
"source": {
"name": "CostCenter",
"type": "String"
},
"sink": {
"name": "CostCenter",
"type": "String"
}
},
{
"source": {
"name": "ConsumedService",
"type": "String"
},
"sink": {
"name": "ConsumedService",
"type": "String"
}
},
{
"source": {
"name": "ResourceId",
"type": "String"
},
"sink": {
"name": "ResourceId",
"type": "String"
}
},
{
"source": {
"name": "Tags",
"type": "String"
},
"sink": {
"name": "Tags",
"type": "String"
}
},
{
"source": {
"name": "OfferId",
"type": "String"
},
"sink": {
"name": "OfferId",
"type": "String"
}
},
{
"source": {
"name": "AdditionalInfo",
"type": "String"
},
"sink": {
"name": "AdditionalInfo",
"type": "String"
}
},
{
"source": {
"name": "ServiceInfo1",
"type": "String"
},
"sink": {
"name": "ServiceInfo1",
"type": "String"
}
},
{
"source": {
"name": "ServiceInfo2",
"type": "String"
},
"sink": {
"name": "ServiceInfo2",
"type": "String"
}
},
{
"source": {
"name": "ResourceName",
"type": "String"
},
"sink": {
"name": "ResourceName",
"type": "String"
}
},
{
"source": {
"name": "ReservationId",
"type": "String"
},
"sink": {
"name": "ReservationId",
"type": "String"
}
},
{
"source": {
"name": "ReservationName",
"type": "String"
},
"sink": {
"name": "ReservationName",
"type": "String"
}
},
{
"source": {
"name": "UnitPrice",
"type": "String"
},
"sink": {
"name": "UnitPrice",
"type": "String"
}
},
{
"source": {
"name": "ProductOrderId",
"type": "String"
},
"sink": {
"name": "ProductOrderId",
"type": "String"
}
},
{
"source": {
"name": "ProductOrderName",
"type": "String"
},
"sink": {
"name": "ProductOrderName",
"type": "String"
}
},
{
"source": {
"name": "Term",
"type": "String"
},
"sink": {
"name": "Term",
"type": "String"
}
},
{
"source": {
"name": "PublisherType",
"type": "String"
},
"sink": {
"name": "PublisherType",
"type": "String"
}
},
{
"source": {
"name": "PublisherName",
"type": "String"
},
"sink": {
"name": "PublisherName",
"type": "String"
}
},
{
"source": {
"name": "ChargeType",
"type": "String"
},
"sink": {
"name": "ChargeType",
"type": "String"
}
},
{
"source": {
"name": "Frequency",
"type": "String"
},
"sink": {
"name": "Frequency",
"type": "String"
}
},
{
"source": {
"name": "PricingModel",
"type": "String"
},
"sink": {
"name": "PricingModel",
"type": "String"
}
},
{
"source": {
"name": "AvailabilityZone",
"type": "String"
},
"sink": {
"name": "AvailabilityZone",
"type": "String"
}
},
{
"source": {
"name": "BillingAccountId",
"type": "String"
},
"sink": {
"name": "BillingAccountId",
"type": "String"
}
},
{
"source": {
"name": "BillingAccountName",
"type": "String"
},
"sink": {
"name": "BillingAccountName",
"type": "String"
}
},
{
"source": {
"name": "BillingCurrencyCode",
"type": "String"
},
"sink": {
"name": "BillingCurrencyCode",
"type": "String"
}
},
{
"source": {
"name": "BillingPeriodStartDate",
"type": "String"
},
"sink": {
"name": "BillingPeriodStartDate",
"type": "String"
}
},
{
"source": {
"name": "BillingPeriodEndDate",
"type": "String"
},
"sink": {
"name": "BillingPeriodEndDate",
"type": "String"
}
},
{
"source": {
"name": "BillingProfileId",
"type": "String"
},
"sink": {
"name": "BillingProfileId",
"type": "String"
}
},
{
"source": {
"name": "BillingProfileName",
"type": "String"
},
"sink": {
"name": "BillingProfileName",
"type": "String"
}
},
{
"source": {
"name": "InvoiceSectionId",
"type": "String"
},
"sink": {
"name": "InvoiceSectionId",
"type": "String"
}
},
{
"source": {
"name": "IsAzureCreditEligible",
"type": "String"
},
"sink": {
"name": "IsAzureCreditEligible",
"type": "String"
}
},
{
"source": {
"name": "PartNumber",
"type": "String"
},
"sink": {
"name": "PartNumber",
"type": "String"
}
},
{
"source": {
"name": "PayGPrice",
"type": "String"
},
"sink": {
"name": "PayGPrice",
"type": "String"
}
},
{
"source": {
"name": "PlanName",
"type": "String"
},
"sink": {
"name": "PlanName",
"type": "String"
}
},
{
"source": {
"name": "ServiceFamily",
"type": "String"
},
"sink": {
"name": "ServiceFamily",
"type": "String"
}
}
]
}
},
"resources": [
{
"type": "Microsoft.Kusto/clusters",
"apiVersion": "2019-05-15",
"name": "[parameters('kustoClusterName')]",
"location": "[resourceGroup().location]",
"sku": {
"name": "[if(parameters('preProduction'), 'Dev(No SLA)_Standard_D11_v2', 'Standard_D11_v2')]",
"tier": "[if(parameters('preProduction'), 'Basic', 'Standard')]",
"capacity": "[if(parameters('preProduction'), '1', '2')]"
},
"properties": {
"enableDiskEncryption": false,
"enableStreamingIngest": false
}
},
{
"name": "[concat(parameters('kustoClusterName'), '/', parameters('kustoDatabaseName'))]",
"type": "Microsoft.Kusto/clusters/databases",
"apiVersion": "2019-05-15",
"location": "[resourceGroup().location]",
"dependsOn": [
"[parameters('kustoClusterName')]"
],
"properties": {
"softDeletePeriodInDays": 1825,
"hotCachePeriodInDays": 90
}
},
{
"type": "Microsoft.Kusto/Clusters/Databases/principalAssignments",
"apiVersion": "2019-11-09",
"name": "[concat(parameters('kustoClusterName'), '/', parameters('kustoDatabaseName'), '/dfingestionsp')]",
"dependsOn": [
"[parameters('kustoDatabaseName')]"
],
"properties": {
"principalId": "[parameters('kustoIngestClientId')]",
"role": "Admin",
"tenantId": "[subscription().tenantId]",
"principalType": "App"
}
},
{
"type": "Microsoft.Kusto/Clusters/Databases/principalAssignments",
"apiVersion": "2019-11-09",
"name": "[concat(parameters('kustoClusterName'), '/', parameters('kustoDatabaseName'), '/dfdeploysp')]",
"dependsOn": [
"[parameters('kustoDatabaseName')]"
],
"properties": {
"principalId": "[reference(parameters('deploymentIdentity'), '2018-11-30').principalId]",
"role": "Admin",
"tenantId": "[subscription().tenantId]",
"principalType": "App"
}
},
{
"type": "Microsoft.Resources/deploymentScripts",
"apiVersion": "2019-10-01-preview",
"name": "initAzmetaDbSchema",
"location": "[resourceGroup().location]",
"kind": "AzureCLI",
"identity": {
"type": "UserAssigned",
"userAssignedIdentities": {
"[parameters('deploymentIdentity')]": {}
}
},
"properties": {
"forceUpdateTag": "1",
"azCliVersion": "2.0.80",
"environmentVariables": [
{
"name": "AZMETA_CLUSTER",
"value": "[reference(parameters('kustoClusterName'), '2019-05-15').uri]"
},
{
"name": "AZMETA_DATABASE",
"value": "[parameters('kustoDatabaseName')]"
},
{
"name": "AZMETA_DB_INIT_URL",
"value": "[concat(parameters('_artifactsLocation'), 'db_init.pyz')]"
}
],
"scriptContent": "curl -LO --retry-connrefused --retry 5 \"${AZMETA_DB_INIT_URL}\"; python3 db_init.pyz \"${AZMETA_CLUSTER}\" \"${AZMETA_DATABASE}\"",
"timeout": "PT30M",
"cleanupPreference": "OnSuccess",
"retentionInterval": "P1D"
},
"dependsOn": [
"dfdeploysp"
]
},
{
"type": "Microsoft.Storage/storageAccounts",
"apiVersion": "2019-06-01",
"name": "[parameters('storageAccountName')]",
"location": "[resourceGroup().location]",
"sku": {
"name": "Standard_LRS",
"tier": "Standard"
},
"kind": "StorageV2",
"properties": {
"supportsHttpsTrafficOnly": true,
"accessTier": "[if(parameters('preProduction'), 'Hot', 'Cool')]"
}
},
{
"type": "Microsoft.Storage/storageAccounts/blobServices/containers",
"apiVersion": "2019-06-01",
"name": "[concat(parameters('storageAccountName'), '/default/usage-final')]",
"dependsOn": [
"[parameters('storageAccountName')]"
],
"properties": {
"publicAccess": "None"
}
},
{
"type": "Microsoft.Storage/storageAccounts/blobServices/containers/providers/roleAssignments",
"name": "[concat(parameters('storageAccountName'),'/default/usage-final/Microsoft.Authorization/', guid(resourceGroup().id, 'roleDfToCf'))]",
"apiVersion": "2018-07-01",
"properties": {
"principalId": "[reference(parameters('dataFactoryName'), '2018-06-01', 'Full').identity.principalId]",
"roleDefinitionId": "[concat(subscription().id, '/providers/Microsoft.Authorization/roleDefinitions/', 'ba92f5b4-2d11-453d-a403-e96b0029c9fe')]"
},
"dependsOn": [
"usage-final",
"pipeline_ingest_usage_final"
]
},
{
"type": "Microsoft.Storage/storageAccounts/blobServices/containers",
"apiVersion": "2019-06-01",
"name": "[concat(parameters('storageAccountName'), '/default/usage-preliminary')]",
"dependsOn": [
"[parameters('storageAccountName')]"
],
"properties": {
"publicAccess": "None"
}
},
{
"type": "Microsoft.Storage/storageAccounts/blobServices/containers/providers/roleAssignments",
"name": "[concat(parameters('storageAccountName'),'/default/usage-preliminary/Microsoft.Authorization/', guid(resourceGroup().id, 'roleDfToCp'))]",
"apiVersion": "2018-07-01",
"properties": {
"principalId": "[reference(parameters('dataFactoryName'), '2018-06-01', 'Full').identity.principalId]",
"roleDefinitionId": "[concat(subscription().id, '/providers/Microsoft.Authorization/roleDefinitions/', 'ba92f5b4-2d11-453d-a403-e96b0029c9fe')]"
},
"dependsOn": [
"usage-preliminary",
"pipeline_ingest_usage_preliminary"
]
},
{
"name": "[parameters('dataFactoryName')]",
"apiVersion": "2018-06-01",
"type": "Microsoft.DataFactory/factories",
"location": "[resourceGroup().location]",
"identity": {
"type": "SystemAssigned"
},
"properties": {
}
},
{
"name": "[concat(parameters('dataFactoryName'), '/link_blob_azmeta_account')]",
"type": "Microsoft.DataFactory/factories/linkedServices",
"apiVersion": "2018-06-01",
"properties": {
"annotations": [
],
"type": "AzureBlobStorage",
"typeProperties": {
"serviceEndpoint": "[reference(parameters('storageAccountName'), '2019-06-01').primaryEndpoints.blob]"
}
},
"dependsOn": [
"[parameters('dataFactoryName')]"
]
},
{
"name": "[concat(parameters('dataFactoryName'), '/link_kusto_azmeta')]",
"type": "Microsoft.DataFactory/factories/linkedServices",
"apiVersion": "2018-06-01",
"properties": {
"type": "AzureDataExplorer",
"typeProperties": {
"endpoint": "[reference(parameters('kustoClusterName'), '2019-05-15').uri]",
"tenant": "[subscription().tenantId]",
"servicePrincipalId": "[parameters('kustoIngestClientId')]",
"servicePrincipalKey": {
"type": "SecureString",
"value": "[parameters('kustoIngestClientSecret')]"
},
"database": "[parameters('kustoDatabaseName')]"
}
},
"dependsOn": [
"[parameters('dataFactoryName')]"
]
},
{
"name": "[concat(parameters('dataFactoryName'), '/dataset_kusto_usage_table')]",
"type": "Microsoft.DataFactory/factories/datasets",
"apiVersion": "2018-06-01",
"properties": {
"linkedServiceName": {
"referenceName": "link_kusto_azmeta",
"type": "LinkedServiceReference"
},
"parameters": {
"Table": {
"type": "string"
}
},
"type": "AzureDataExplorerTable",
"schema": [
],
"typeProperties": {
"table": {
"value": "@dataset().Table",
"type": "Expression"
}
}
},
"dependsOn": [
"link_kusto_azmeta"
]
},
{
"name": "[concat(parameters('dataFactoryName'), '/dataset_blob_usage_incoming')]",
"type": "Microsoft.DataFactory/factories/datasets",
"apiVersion": "2018-06-01",
"properties": {
"linkedServiceName": {
"referenceName": "link_blob_azmeta_account",
"type": "LinkedServiceReference"
},
"parameters": {
"Container": {
"type": "string"
}
},
"annotations": [],
"type": "DelimitedText",
"typeProperties": {
"location": {
"type": "AzureBlobStorageLocation",
"container": {
"value": "@dataset().Container",
"type": "Expression"
}
},
"columnDelimiter": ",",
"escapeChar": "\"",
"firstRowAsHeader": true,
"quoteChar": "\""
},
"schema": [
]
},
"dependsOn": [
"link_blob_azmeta_account"
]
},
{
"name": "[concat(parameters('dataFactoryName'), '/dataset_blob_usage_compressed')]",
"type": "Microsoft.DataFactory/factories/datasets",
"apiVersion": "2018-06-01",
"properties": {
"linkedServiceName": {
"referenceName": "link_blob_azmeta_account",
"type": "LinkedServiceReference"
},
"parameters": {
"BlobName": {
"type": "string"
},
"Container": {
"type": "string"
}
},
"annotations": [],
"type": "DelimitedText",
"typeProperties": {
"location": {
"type": "AzureBlobStorageLocation",
"fileName": {
"value": "@concat(dataset().BlobName, '.csv.gz')",
"type": "Expression"
},
"folderPath": "archive",
"container": {
"value": "@dataset().Container",
"type": "Expression"
}
},
"columnDelimiter": ",",
"compressionCodec": "gzip",
"compressionLevel": "Optimal",
"escapeChar": "\"",
"firstRowAsHeader": true,
"quoteChar": "\""
},
"schema": [
]
},
"dependsOn": [
"link_blob_azmeta_account"
]
},
{
"name": "[concat(parameters('dataFactoryName'), '/pipeline_ingest_usage_final')]",
"type": "Microsoft.DataFactory/factories/pipelines",
"apiVersion": "2018-06-01",
"properties": {
"activities": [
{
"name": "drop_old_preliminary_data",
"type": "AzureDataExplorerCommand",
"dependsOn": [
{
"activity": "copy_usage_from_archive_to_table",
"dependencyConditions": [
"Succeeded"
]
}
],
"policy": {
"timeout": "7.00:00:00",
"retry": 6,
"retryIntervalInSeconds": 60,
"secureOutput": false,
"secureInput": false
},
"userProperties": [],
"typeProperties": {
"command": {
"value": "@concat('.drop extents <| \n .show table UsagePreliminary extents \n | extend Tags = split(Tags, \"\\r\\n\")\n | where set_has_element(Tags, \"', last(split(pipeline().parameters.BlobPath, '/')),'\")')",
"type": "Expression"
},
"commandTimeout": "00:20:00"
},
"linkedServiceName": {
"referenceName": "link_kusto_azmeta",
"type": "LinkedServiceReference"
}
},
{
"name": "copy_usage_from_archive_to_table",
"type": "Copy",
"dependsOn": [
{
"activity": "compress_incoming",
"dependencyConditions": [
"Succeeded"
]
}
],
"policy": {
"timeout": "7.00:00:00",
"retry": 6,
"retryIntervalInSeconds": 60,
"secureOutput": false,
"secureInput": false
},
"userProperties": [],
"typeProperties": {
"source": {
"type": "DelimitedTextSource",
"storeSettings": {
"type": "AzureBlobStorageReadSettings",
"recursive": true,
"enablePartitionDiscovery": false
},
"formatSettings": {
"type": "DelimitedTextReadSettings"
}
},
"sink": {
"type": "AzureDataExplorerSink",
"ingestionMappingName": "UsageMapping",
"additionalProperties": {
"value": "@concat('{\"tags\":\"[\\\"', last(split(pipeline().parameters.BlobPath, '/')), '\\\", \\\"', pipeline().RunId, '\\\"]\"}')",
"type": "Expression"
}
},
"enableStaging": false,
"translator": "[variables('usageTableTranslator')]"
},
"inputs": [
{
"referenceName": "dataset_blob_usage_compressed",
"type": "DatasetReference",
"parameters": {
"BlobName": "@last(split(pipeline().parameters.BlobPath, '/'))",