ARM template and parameters deployed on 10-24-2022 11:46:8, based on the collaboration branch's commit ID: 5e460f3eb4befe46c3f759c2808f645b9739d594
This commit is contained in:
parent
38224d36dc
commit
07d95ecd8a
@ -11,6 +11,10 @@
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"type": "secureString",
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"metadata": "Secure string for 'connectionString' of 'AzureSqlDatabase1'"
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},
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"EmailSenderFunction_functionKey": {
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"type": "secureString",
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"metadata": "Secure string for 'functionKey' of 'EmailSenderFunction'"
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},
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"TrainingStore01_connectionString": {
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"type": "secureString",
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"metadata": "Secure string for 'connectionString' of 'TrainingStore01'"
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@ -51,6 +55,10 @@
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"type": "string",
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"defaultValue": "batchfortraining01"
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},
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"EmailSenderFunction_properties_typeProperties_functionAppUrl": {
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"type": "string",
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"defaultValue": "https://frameworksupportfunctions.azurewebsites.net"
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},
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"GenericKeys_properties_typeProperties_baseUrl": {
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"type": "string",
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"defaultValue": "@{linkedService().baseUrl}"
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@ -996,7 +1004,7 @@
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}
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},
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{
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"name": "Set Global Param",
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"name": "Set Var From Global Param",
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"type": "SetVariable",
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"dependsOn": [
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{
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@ -1415,7 +1423,7 @@
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"cancelAfter": {}
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},
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"folder": {
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"name": "Demo Pipelines/Misc"
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"name": "Demo Pipelines/Scaling Out"
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},
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"annotations": [],
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"lastPublishTime": "2022-02-03T14:39:03Z"
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@ -1744,6 +1752,67 @@
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"[concat(variables('factoryId'), '/linkedServices/BatchForTraining01')]"
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]
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},
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{
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"name": "[concat(parameters('factoryName'), '/EmailSender')]",
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"type": "Microsoft.DataFactory/factories/pipelines",
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"apiVersion": "2018-06-01",
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"properties": {
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"activities": [
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{
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"name": "Send Email",
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"type": "AzureFunctionActivity",
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"dependsOn": [],
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"policy": {
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"timeout": "0.12:00:00",
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"retry": 0,
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"retryIntervalInSeconds": 30,
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"secureOutput": false,
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"secureInput": false
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},
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"userProperties": [],
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"typeProperties": {
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"functionName": "SendEmail",
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"method": "POST",
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"headers": {},
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"body": {
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"value": "@concat('\n{\n\"emailRecipients\": \"',pipeline().parameters.Recipients,'\",\n\"emailSubject\": \"',pipeline().parameters.Subject,'\",\n\"emailBody\": \"',pipeline().parameters.Body,'\",\n\"emailImportance\": \"',pipeline().parameters.Importance,'\"\n}')",
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"type": "Expression"
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}
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},
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"linkedServiceName": {
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"referenceName": "EmailSenderFunction",
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"type": "LinkedServiceReference"
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}
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}
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],
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"policy": {
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"elapsedTimeMetric": {},
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"cancelAfter": {}
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},
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"parameters": {
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"Recipients": {
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"type": "string"
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},
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"Subject": {
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"type": "string"
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},
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"Body": {
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"type": "string"
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},
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"Importance": {
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"type": "string",
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"defaultValue": "High"
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}
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},
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"folder": {
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"name": "Demo Pipelines/Misc"
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},
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"annotations": []
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},
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"dependsOn": [
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"[concat(variables('factoryId'), '/linkedServices/EmailSenderFunction')]"
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]
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},
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{
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"name": "[concat(parameters('factoryName'), '/Get Key Vault Value')]",
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"type": "Microsoft.DataFactory/factories/pipelines",
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@ -2031,6 +2100,68 @@
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"[concat(variables('factoryId'), '/datasets/AnyDatabaseTable')]"
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]
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},
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{
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"name": "[concat(parameters('factoryName'), '/Order Summary with Mapping With Param')]",
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"type": "Microsoft.DataFactory/factories/pipelines",
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"apiVersion": "2018-06-01",
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"properties": {
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"activities": [
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{
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"name": "Mapping Order Aggregation",
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"type": "ExecuteDataFlow",
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"dependsOn": [],
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"policy": {
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"timeout": "7.00:00:00",
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"retry": 0,
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"retryIntervalInSeconds": 30,
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"secureOutput": false,
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"secureInput": false
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},
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"userProperties": [],
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"typeProperties": {
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"dataflow": {
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"referenceName": "MappingOrderAggregationWithParam",
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"type": "DataFlowReference",
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"parameters": {
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"AuditColumn": {
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"value": "'@{pipeline().parameters.AuditColumnValue}'",
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"type": "Expression"
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}
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},
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"datasetParameters": {
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"OrderHeader": {},
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"OrderLineDetails": {},
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"OrderSummary": {}
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}
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},
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"staging": {},
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"compute": {
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"coreCount": 8,
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"computeType": "General"
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},
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"traceLevel": "Fine"
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}
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}
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],
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"policy": {
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"elapsedTimeMetric": {},
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"cancelAfter": {}
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},
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"parameters": {
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"AuditColumnValue": {
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"type": "string"
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}
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},
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"folder": {
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"name": "Demo Pipelines/Data Flows"
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},
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"annotations": [],
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"lastPublishTime": "2020-09-02T14:13:15Z"
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},
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"dependsOn": [
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"[concat(variables('factoryId'), '/dataflows/MappingOrderAggregationWithParam')]"
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]
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},
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{
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"name": "[concat(parameters('factoryName'), '/Order Summary with Mapping')]",
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"type": "Microsoft.DataFactory/factories/pipelines",
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@ -2388,12 +2519,12 @@
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"properties": {
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"activities": [
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{
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"name": "Wait 15",
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"name": "Wait 10",
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"type": "Wait",
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"dependsOn": [],
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"userProperties": [],
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"typeProperties": {
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"waitTimeInSeconds": 15
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"waitTimeInSeconds": 10
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}
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}
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],
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@ -3432,6 +3563,24 @@
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"[concat(variables('factoryId'), '/linkedServices/TrainingStore01')]"
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]
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},
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{
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"name": "[concat(parameters('factoryName'), '/EmailSenderFunction')]",
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"type": "Microsoft.DataFactory/factories/linkedServices",
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"apiVersion": "2018-06-01",
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"properties": {
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"annotations": [],
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"type": "AzureFunction",
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"typeProperties": {
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"functionAppUrl": "[parameters('EmailSenderFunction_properties_typeProperties_functionAppUrl')]",
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"functionKey": {
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"type": "SecureString",
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"value": "[parameters('EmailSenderFunction_functionKey')]"
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},
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"authentication": "Anonymous"
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}
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},
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"dependsOn": []
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},
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{
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"name": "[concat(parameters('factoryName'), '/GenericKeys')]",
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"type": "Microsoft.DataFactory/factories/linkedServices",
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@ -3773,6 +3922,58 @@
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"[concat(variables('factoryId'), '/datasets/TableOrderSummary')]"
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]
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},
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{
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"name": "[concat(parameters('factoryName'), '/MappingOrderAggregationWithParam')]",
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"type": "Microsoft.DataFactory/factories/dataflows",
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"apiVersion": "2018-06-01",
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"properties": {
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"type": "MappingDataFlow",
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"typeProperties": {
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"sources": [
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{
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"dataset": {
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"referenceName": "LakeFileOrderHeaderParquet",
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"type": "DatasetReference"
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},
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"name": "OrderHeader"
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},
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{
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"dataset": {
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"referenceName": "LakeFileOrderDetailLinesParquet",
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"type": "DatasetReference"
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},
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"name": "OrderLineDetails"
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}
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],
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"sinks": [
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{
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"dataset": {
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"referenceName": "TableOrderSummary",
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"type": "DatasetReference"
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},
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"name": "OrderSummary"
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}
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],
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"transformations": [
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{
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"name": "JoinHeaderToLineDetails"
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},
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{
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"name": "OrderLineCount"
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},
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{
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"name": "AddAuditColum"
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}
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],
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"script": "parameters{\n\tAuditColumn as string\n}\nsource(output(\n\t\tSalesOrderID as integer,\n\t\tRevisionNumber as integer,\n\t\tOrderDate as timestamp,\n\t\tDueDate as timestamp,\n\t\tShipDate as timestamp,\n\t\tStatus as integer,\n\t\tOnlineOrderFlag as boolean,\n\t\tSalesOrderNumber as string,\n\t\tPurchaseOrderNumber as string,\n\t\tAccountNumber as string,\n\t\tCustomerID as integer,\n\t\tShipToAddressID as integer,\n\t\tBillToAddressID as integer,\n\t\tShipMethod as string,\n\t\tCreditCardApprovalCode as string,\n\t\tSubTotal as decimal(19,4),\n\t\tTaxAmt as decimal(19,4),\n\t\tFreight as decimal(19,4),\n\t\tTotalDue as decimal(19,4),\n\t\tComment as string,\n\t\trowguid as string,\n\t\tModifiedDate as timestamp\n\t),\n\tallowSchemaDrift: false,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet',\n\tpartitionBy('hash', 1)) ~> OrderHeader\nsource(output(\n\t\tSalesOrderID as integer,\n\t\tSalesOrderDetailID as integer,\n\t\tOrderQty as integer,\n\t\tProductID as integer,\n\t\tUnitPrice as decimal(19,4),\n\t\tUnitPriceDiscount as decimal(19,4),\n\t\tLineTotal as decimal(38,6),\n\t\trowguid as string,\n\t\tModifiedDate as timestamp\n\t),\n\tallowSchemaDrift: false,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet',\n\tpartitionBy('hash', 1)) ~> OrderLineDetails\nOrderHeader, OrderLineDetails join(OrderHeader@SalesOrderID == OrderLineDetails@SalesOrderID,\n\tjoinType:'inner',\n\tmatchType:'exact',\n\tignoreSpaces: false,\n\tpartitionBy('hash', 1),\n\tbroadcast: 'both')~> JoinHeaderToLineDetails\nJoinHeaderToLineDetails aggregate(groupBy(SalesOrderNumber),\n\tRecordCount = count(SalesOrderDetailID),\n\tpartitionBy('roundRobin', 4)) ~> OrderLineCount\nOrderLineCount derive(AuditValue = $AuditColumn) ~> AddAuditColum\nAddAuditColum sink(allowSchemaDrift: false,\n\tvalidateSchema: false,\n\tinput(\n\t\tSalesOrderNumber as string,\n\t\tRecordCount as integer\n\t),\n\tdeletable:false,\n\tinsertable:true,\n\tupdateable:false,\n\tupsertable:false,\n\ttruncate:true,\n\tformat: 'table',\n\tskipDuplicateMapInputs: true,\n\tskipDuplicateMapOutputs: true,\n\terrorHandlingOption: 'stopOnFirstError',\n\tmapColumn(\n\t\tSalesOrderNumber,\n\t\tRecordCount\n\t),\n\tpartitionBy('roundRobin', 4)) ~> OrderSummary"
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}
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},
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"dependsOn": [
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"[concat(variables('factoryId'), '/datasets/LakeFileOrderHeaderParquet')]",
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"[concat(variables('factoryId'), '/datasets/LakeFileOrderDetailLinesParquet')]",
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"[concat(variables('factoryId'), '/datasets/TableOrderSummary')]"
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]
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},
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{
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"name": "[concat(parameters('factoryName'), '/UpdateProductDimension')]",
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"type": "Microsoft.DataFactory/factories/dataflows",
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@ -8,6 +8,9 @@
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"AzureSqlDatabase1_connectionString": {
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"value": ""
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},
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"EmailSenderFunction_functionKey": {
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"value": ""
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},
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"TrainingStore01_connectionString": {
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"value": ""
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},
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@ -38,6 +41,9 @@
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"BatchForTraining01_properties_typeProperties_accountName": {
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"value": "batchfortraining01"
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},
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"EmailSenderFunction_properties_typeProperties_functionAppUrl": {
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"value": "https://frameworksupportfunctions.azurewebsites.net"
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},
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"GenericKeys_properties_typeProperties_baseUrl": {
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"value": "@{linkedService().baseUrl}"
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},
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@ -8,6 +8,9 @@
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"AzureSqlDatabase1_connectionString": {
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"value": ""
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},
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"EmailSenderFunction_functionKey": {
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"value": ""
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},
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"TrainingStore01_connectionString": {
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"value": ""
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},
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@ -38,6 +41,9 @@
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"BatchForTraining01_properties_typeProperties_accountName": {
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"value": "batchfortraining01"
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},
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"EmailSenderFunction_properties_typeProperties_functionAppUrl": {
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"value": "https://frameworksupportfunctions.azurewebsites.net"
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},
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"GenericKeys_properties_typeProperties_baseUrl": {
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"value": "@{linkedService().baseUrl}"
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},
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@ -11,6 +11,10 @@
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"type": "secureString",
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"metadata": "Secure string for 'connectionString' of 'AzureSqlDatabase1'"
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},
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"EmailSenderFunction_functionKey": {
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"type": "secureString",
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"metadata": "Secure string for 'functionKey' of 'EmailSenderFunction'"
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},
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"TrainingStore01_connectionString": {
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"type": "secureString",
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"metadata": "Secure string for 'connectionString' of 'TrainingStore01'"
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@ -27,6 +31,10 @@
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"type": "string",
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"defaultValue": "https://adayfullofadfsa.dfs.core.windows.net"
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},
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"EmailSenderFunction_properties_typeProperties_functionAppUrl": {
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"type": "string",
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"defaultValue": "https://frameworksupportfunctions.azurewebsites.net"
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},
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"GenericKeys_properties_typeProperties_baseUrl": {
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"type": "string",
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"defaultValue": "@{linkedService().baseUrl}"
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@ -449,7 +457,7 @@
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"cancelAfter": {}
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},
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"folder": {
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"name": "Demo Pipelines/Misc"
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"name": "Demo Pipelines/Scaling Out"
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},
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"annotations": [],
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"lastPublishTime": "2022-02-03T14:39:03Z"
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@ -463,12 +471,12 @@
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"properties": {
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"activities": [
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{
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"name": "Wait 15",
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"name": "Wait 10",
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"type": "Wait",
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"dependsOn": [],
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"userProperties": [],
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"typeProperties": {
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"waitTimeInSeconds": 15
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"waitTimeInSeconds": 10
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}
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}
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],
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@ -509,6 +517,24 @@
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},
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"dependsOn": []
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},
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{
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"name": "[concat(parameters('factoryName'), '/EmailSenderFunction')]",
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"type": "Microsoft.DataFactory/factories/linkedServices",
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"apiVersion": "2018-06-01",
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"properties": {
|
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"annotations": [],
|
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"type": "AzureFunction",
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"typeProperties": {
|
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"functionAppUrl": "[parameters('EmailSenderFunction_properties_typeProperties_functionAppUrl')]",
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"functionKey": {
|
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"type": "SecureString",
|
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"value": "[parameters('EmailSenderFunction_functionKey')]"
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},
|
||||
"authentication": "Anonymous"
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||||
}
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
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"name": "[concat(parameters('factoryName'), '/GenericKeys')]",
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"type": "Microsoft.DataFactory/factories/linkedServices",
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@ -701,6 +727,67 @@
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"properties": {},
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"dependsOn": []
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},
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{
|
||||
"name": "[concat(parameters('factoryName'), '/EmailSender')]",
|
||||
"type": "Microsoft.DataFactory/factories/pipelines",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"activities": [
|
||||
{
|
||||
"name": "Send Email",
|
||||
"type": "AzureFunctionActivity",
|
||||
"dependsOn": [],
|
||||
"policy": {
|
||||
"timeout": "0.12:00:00",
|
||||
"retry": 0,
|
||||
"retryIntervalInSeconds": 30,
|
||||
"secureOutput": false,
|
||||
"secureInput": false
|
||||
},
|
||||
"userProperties": [],
|
||||
"typeProperties": {
|
||||
"functionName": "SendEmail",
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"method": "POST",
|
||||
"headers": {},
|
||||
"body": {
|
||||
"value": "@concat('\n{\n\"emailRecipients\": \"',pipeline().parameters.Recipients,'\",\n\"emailSubject\": \"',pipeline().parameters.Subject,'\",\n\"emailBody\": \"',pipeline().parameters.Body,'\",\n\"emailImportance\": \"',pipeline().parameters.Importance,'\"\n}')",
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"type": "Expression"
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}
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},
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"linkedServiceName": {
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"referenceName": "EmailSenderFunction",
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"type": "LinkedServiceReference"
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}
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}
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],
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||||
"policy": {
|
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"elapsedTimeMetric": {},
|
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"cancelAfter": {}
|
||||
},
|
||||
"parameters": {
|
||||
"Recipients": {
|
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"type": "string"
|
||||
},
|
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"Subject": {
|
||||
"type": "string"
|
||||
},
|
||||
"Body": {
|
||||
"type": "string"
|
||||
},
|
||||
"Importance": {
|
||||
"type": "string",
|
||||
"defaultValue": "High"
|
||||
}
|
||||
},
|
||||
"folder": {
|
||||
"name": "Demo Pipelines/Misc"
|
||||
},
|
||||
"annotations": []
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||||
},
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||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/linkedServices/EmailSenderFunction')]"
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||||
]
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||||
},
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||||
{
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||||
"name": "[concat(parameters('factoryName'), '/HTTP_BIN_AWProduct')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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@ -757,204 +844,6 @@
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"dependsOn": [
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"[concat(variables('factoryId'), '/linkedServices/HTTP_AWGitHub')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFileOrderDetailLinesParquet')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"linkedServiceName": {
|
||||
"referenceName": "traininglake01noneKV",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"folder": {
|
||||
"name": "Lake"
|
||||
},
|
||||
"annotations": [],
|
||||
"type": "Parquet",
|
||||
"typeProperties": {
|
||||
"location": {
|
||||
"type": "AzureBlobFSLocation",
|
||||
"fileName": "OrderDetailLines.parquet",
|
||||
"folderPath": "Raw",
|
||||
"fileSystem": "datawarehouse"
|
||||
},
|
||||
"compressionCodec": "snappy"
|
||||
},
|
||||
"schema": [
|
||||
{
|
||||
"name": "SalesOrderID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "SalesOrderDetailID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "OrderQty",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "ProductID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "UnitPrice",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "UnitPriceDiscount",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "LineTotal",
|
||||
"type": "DECIMAL",
|
||||
"precision": 38,
|
||||
"scale": 6
|
||||
},
|
||||
{
|
||||
"name": "rowguid",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "ModifiedDate",
|
||||
"type": "INT96"
|
||||
}
|
||||
]
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/linkedServices/traininglake01noneKV')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFileOrderHeaderParquet')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"linkedServiceName": {
|
||||
"referenceName": "traininglake01noneKV",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"folder": {
|
||||
"name": "Lake"
|
||||
},
|
||||
"annotations": [],
|
||||
"type": "Parquet",
|
||||
"typeProperties": {
|
||||
"location": {
|
||||
"type": "AzureBlobFSLocation",
|
||||
"fileName": "OrderHeader.parquet",
|
||||
"folderPath": "Raw",
|
||||
"fileSystem": "datawarehouse"
|
||||
},
|
||||
"compressionCodec": "snappy"
|
||||
},
|
||||
"schema": [
|
||||
{
|
||||
"name": "SalesOrderID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "RevisionNumber",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "OrderDate",
|
||||
"type": "INT96"
|
||||
},
|
||||
{
|
||||
"name": "DueDate",
|
||||
"type": "INT96"
|
||||
},
|
||||
{
|
||||
"name": "ShipDate",
|
||||
"type": "INT96"
|
||||
},
|
||||
{
|
||||
"name": "Status",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "OnlineOrderFlag",
|
||||
"type": "BOOLEAN"
|
||||
},
|
||||
{
|
||||
"name": "SalesOrderNumber",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "PurchaseOrderNumber",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "AccountNumber",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "CustomerID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "ShipToAddressID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "BillToAddressID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "ShipMethod",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "CreditCardApprovalCode",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "SubTotal",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "TaxAmt",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "Freight",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "TotalDue",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "Comment",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "rowguid",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "ModifiedDate",
|
||||
"type": "INT96"
|
||||
}
|
||||
]
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/linkedServices/traininglake01noneKV')]"
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
@ -70,6 +70,200 @@
|
||||
"factoryId": "[concat('Microsoft.DataFactory/factories/', parameters('factoryName'))]"
|
||||
},
|
||||
"resources": [
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFileOrderDetailLinesParquet')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"linkedServiceName": {
|
||||
"referenceName": "traininglake01noneKV",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"folder": {
|
||||
"name": "Lake"
|
||||
},
|
||||
"annotations": [],
|
||||
"type": "Parquet",
|
||||
"typeProperties": {
|
||||
"location": {
|
||||
"type": "AzureBlobFSLocation",
|
||||
"fileName": "OrderDetailLines.parquet",
|
||||
"folderPath": "Raw",
|
||||
"fileSystem": "datawarehouse"
|
||||
},
|
||||
"compressionCodec": "snappy"
|
||||
},
|
||||
"schema": [
|
||||
{
|
||||
"name": "SalesOrderID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "SalesOrderDetailID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "OrderQty",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "ProductID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "UnitPrice",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "UnitPriceDiscount",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "LineTotal",
|
||||
"type": "DECIMAL",
|
||||
"precision": 38,
|
||||
"scale": 6
|
||||
},
|
||||
{
|
||||
"name": "rowguid",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "ModifiedDate",
|
||||
"type": "INT96"
|
||||
}
|
||||
]
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFileOrderHeaderParquet')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"linkedServiceName": {
|
||||
"referenceName": "traininglake01noneKV",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"folder": {
|
||||
"name": "Lake"
|
||||
},
|
||||
"annotations": [],
|
||||
"type": "Parquet",
|
||||
"typeProperties": {
|
||||
"location": {
|
||||
"type": "AzureBlobFSLocation",
|
||||
"fileName": "OrderHeader.parquet",
|
||||
"folderPath": "Raw",
|
||||
"fileSystem": "datawarehouse"
|
||||
},
|
||||
"compressionCodec": "snappy"
|
||||
},
|
||||
"schema": [
|
||||
{
|
||||
"name": "SalesOrderID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "RevisionNumber",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "OrderDate",
|
||||
"type": "INT96"
|
||||
},
|
||||
{
|
||||
"name": "DueDate",
|
||||
"type": "INT96"
|
||||
},
|
||||
{
|
||||
"name": "ShipDate",
|
||||
"type": "INT96"
|
||||
},
|
||||
{
|
||||
"name": "Status",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "OnlineOrderFlag",
|
||||
"type": "BOOLEAN"
|
||||
},
|
||||
{
|
||||
"name": "SalesOrderNumber",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "PurchaseOrderNumber",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "AccountNumber",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "CustomerID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "ShipToAddressID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "BillToAddressID",
|
||||
"type": "INT32"
|
||||
},
|
||||
{
|
||||
"name": "ShipMethod",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "CreditCardApprovalCode",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "SubTotal",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "TaxAmt",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "Freight",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "TotalDue",
|
||||
"type": "DECIMAL",
|
||||
"precision": 19,
|
||||
"scale": 4
|
||||
},
|
||||
{
|
||||
"name": "Comment",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "rowguid",
|
||||
"type": "UTF8"
|
||||
},
|
||||
{
|
||||
"name": "ModifiedDate",
|
||||
"type": "INT96"
|
||||
}
|
||||
]
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/ADLS_saintegrationpipelines')]",
|
||||
"type": "Microsoft.DataFactory/factories/linkedServices",
|
||||
@ -609,92 +803,6 @@
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/linkedServices/traininglake01')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFilePersonCSV')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"linkedServiceName": {
|
||||
"referenceName": "traininglake01",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"folder": {
|
||||
"name": "Lake"
|
||||
},
|
||||
"annotations": [],
|
||||
"type": "DelimitedText",
|
||||
"typeProperties": {
|
||||
"location": {
|
||||
"type": "AzureBlobFSLocation",
|
||||
"fileName": "Person.csv",
|
||||
"folderPath": "Landing",
|
||||
"fileSystem": "datawarehouse"
|
||||
},
|
||||
"columnDelimiter": ",",
|
||||
"escapeChar": "\\",
|
||||
"quoteChar": "\""
|
||||
},
|
||||
"schema": [
|
||||
{
|
||||
"type": "String"
|
||||
},
|
||||
{
|
||||
"type": "String"
|
||||
},
|
||||
{
|
||||
"type": "String"
|
||||
}
|
||||
]
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/linkedServices/traininglake01')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFiles')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"linkedServiceName": {
|
||||
"referenceName": "traininglake01",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"parameters": {
|
||||
"Directory": {
|
||||
"type": "string"
|
||||
},
|
||||
"File": {
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"folder": {
|
||||
"name": "Lake"
|
||||
},
|
||||
"annotations": [],
|
||||
"type": "DelimitedText",
|
||||
"typeProperties": {
|
||||
"location": {
|
||||
"type": "AzureBlobFSLocation",
|
||||
"fileName": {
|
||||
"value": "@dataset().File",
|
||||
"type": "Expression"
|
||||
},
|
||||
"folderPath": {
|
||||
"value": "@dataset().Directory",
|
||||
"type": "Expression"
|
||||
},
|
||||
"fileSystem": "datawarehouse"
|
||||
},
|
||||
"columnDelimiter": ",",
|
||||
"escapeChar": "\\",
|
||||
"quoteChar": "\""
|
||||
},
|
||||
"schema": []
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/linkedServices/traininglake01')]"
|
||||
]
|
||||
}
|
||||
]
|
||||
}
|
||||
@ -12,6 +12,88 @@
|
||||
"factoryId": "[concat('Microsoft.DataFactory/factories/', parameters('factoryName'))]"
|
||||
},
|
||||
"resources": [
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFilePersonCSV')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"linkedServiceName": {
|
||||
"referenceName": "traininglake01",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"folder": {
|
||||
"name": "Lake"
|
||||
},
|
||||
"annotations": [],
|
||||
"type": "DelimitedText",
|
||||
"typeProperties": {
|
||||
"location": {
|
||||
"type": "AzureBlobFSLocation",
|
||||
"fileName": "Person.csv",
|
||||
"folderPath": "Landing",
|
||||
"fileSystem": "datawarehouse"
|
||||
},
|
||||
"columnDelimiter": ",",
|
||||
"escapeChar": "\\",
|
||||
"quoteChar": "\""
|
||||
},
|
||||
"schema": [
|
||||
{
|
||||
"type": "String"
|
||||
},
|
||||
{
|
||||
"type": "String"
|
||||
},
|
||||
{
|
||||
"type": "String"
|
||||
}
|
||||
]
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFiles')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"linkedServiceName": {
|
||||
"referenceName": "traininglake01",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"parameters": {
|
||||
"Directory": {
|
||||
"type": "string"
|
||||
},
|
||||
"File": {
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"folder": {
|
||||
"name": "Lake"
|
||||
},
|
||||
"annotations": [],
|
||||
"type": "DelimitedText",
|
||||
"typeProperties": {
|
||||
"location": {
|
||||
"type": "AzureBlobFSLocation",
|
||||
"fileName": {
|
||||
"value": "@dataset().File",
|
||||
"type": "Expression"
|
||||
},
|
||||
"folderPath": {
|
||||
"value": "@dataset().Directory",
|
||||
"type": "Expression"
|
||||
},
|
||||
"fileSystem": "datawarehouse"
|
||||
},
|
||||
"columnDelimiter": ",",
|
||||
"escapeChar": "\\",
|
||||
"quoteChar": "\""
|
||||
},
|
||||
"schema": []
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/LakeFilesBinary')]",
|
||||
"type": "Microsoft.DataFactory/factories/datasets",
|
||||
@ -376,7 +458,8 @@
|
||||
"lastPublishTime": "2020-09-29T13:50:28Z"
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopFilePersonCSV')]"
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopFilePersonCSV')]",
|
||||
"[concat(variables('factoryId'), '/datasets/LakeFilePersonCSV')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
@ -462,7 +545,8 @@
|
||||
"lastPublishTime": "2020-08-27T09:06:46Z"
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopsFiles')]"
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopsFiles')]",
|
||||
"[concat(variables('factoryId'), '/datasets/LakeFiles')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
@ -608,7 +692,8 @@
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopFolders')]",
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopsFiles')]"
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopsFiles')]",
|
||||
"[concat(variables('factoryId'), '/datasets/LakeFiles')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
@ -1051,6 +1136,7 @@
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopFilesBinary')]",
|
||||
"[concat(variables('factoryId'), '/datasets/LakeFilesBinary')]",
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopsFiles')]",
|
||||
"[concat(variables('factoryId'), '/datasets/LakeFiles')]",
|
||||
"[concat(variables('factoryId'), '/datasets/LaptopFilesParquet')]"
|
||||
]
|
||||
},
|
||||
@ -1642,221 +1728,6 @@
|
||||
"lastPublishTime": "2020-08-24T13:41:19Z"
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/MappingOrderAggregation')]",
|
||||
"type": "Microsoft.DataFactory/factories/dataflows",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"type": "MappingDataFlow",
|
||||
"typeProperties": {
|
||||
"sources": [
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "LakeFileOrderHeaderParquet",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderHeader"
|
||||
},
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "LakeFileOrderDetailLinesParquet",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderLineDetails"
|
||||
}
|
||||
],
|
||||
"sinks": [
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "TableOrderSummary",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderSummary"
|
||||
}
|
||||
],
|
||||
"transformations": [
|
||||
{
|
||||
"name": "JoinHeaderToLineDetails"
|
||||
},
|
||||
{
|
||||
"name": "OrderLineCount"
|
||||
}
|
||||
],
|
||||
"script": "source(output(\n\t\tSalesOrderID as integer,\n\t\tRevisionNumber as integer,\n\t\tOrderDate as timestamp,\n\t\tDueDate as timestamp,\n\t\tShipDate as timestamp,\n\t\tStatus as integer,\n\t\tOnlineOrderFlag as boolean,\n\t\tSalesOrderNumber as string,\n\t\tPurchaseOrderNumber as string,\n\t\tAccountNumber as string,\n\t\tCustomerID as integer,\n\t\tShipToAddressID as integer,\n\t\tBillToAddressID as integer,\n\t\tShipMethod as string,\n\t\tCreditCardApprovalCode as string,\n\t\tSubTotal as decimal(19,4),\n\t\tTaxAmt as decimal(19,4),\n\t\tFreight as decimal(19,4),\n\t\tTotalDue as decimal(19,4),\n\t\tComment as string,\n\t\trowguid as string,\n\t\tModifiedDate as timestamp\n\t),\n\tallowSchemaDrift: false,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet',\n\tpartitionBy('hash', 1)) ~> OrderHeader\nsource(output(\n\t\tSalesOrderID as integer,\n\t\tSalesOrderDetailID as integer,\n\t\tOrderQty as integer,\n\t\tProductID as integer,\n\t\tUnitPrice as decimal(19,4),\n\t\tUnitPriceDiscount as decimal(19,4),\n\t\tLineTotal as decimal(38,6),\n\t\trowguid as string,\n\t\tModifiedDate as timestamp\n\t),\n\tallowSchemaDrift: false,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet',\n\tpartitionBy('hash', 1)) ~> OrderLineDetails\nOrderHeader, OrderLineDetails join(OrderHeader@SalesOrderID == OrderLineDetails@SalesOrderID,\n\tjoinType:'inner',\n\tmatchType:'exact',\n\tignoreSpaces: false,\n\tpartitionBy('hash', 1),\n\tbroadcast: 'both')~> JoinHeaderToLineDetails\nJoinHeaderToLineDetails aggregate(groupBy(SalesOrderNumber),\n\tRecordCount = count(SalesOrderDetailID),\n\tpartitionBy('roundRobin', 4)) ~> OrderLineCount\nOrderLineCount sink(allowSchemaDrift: false,\n\tvalidateSchema: false,\n\tinput(\n\t\tSalesOrderNumber as string,\n\t\tRecordCount as integer\n\t),\n\tdeletable:false,\n\tinsertable:true,\n\tupdateable:false,\n\tupsertable:false,\n\ttruncate:true,\n\tformat: 'table',\n\tskipDuplicateMapInputs: true,\n\tskipDuplicateMapOutputs: true,\n\terrorHandlingOption: 'stopOnFirstError',\n\tmapColumn(\n\t\tSalesOrderNumber,\n\t\tRecordCount\n\t),\n\tpartitionBy('roundRobin', 4)) ~> OrderSummary"
|
||||
}
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/datasets/TableOrderSummary')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/UpdateProductDimension')]",
|
||||
"type": "Microsoft.DataFactory/factories/dataflows",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"folder": {
|
||||
"name": "Labs"
|
||||
},
|
||||
"type": "MappingDataFlow",
|
||||
"typeProperties": {
|
||||
"sources": [
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "ADLS_TSV_AdventureWorks",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "Product"
|
||||
},
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "ADLS_TSV_AdventureWorks",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "ProductSubcategory"
|
||||
},
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "ADLS_TSV_AdventureWorks",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "ProductCategory"
|
||||
}
|
||||
],
|
||||
"sinks": [
|
||||
{
|
||||
"linkedService": {
|
||||
"referenceName": "ADLS_saintegrationpipelines",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"name": "WriteToDataLake"
|
||||
}
|
||||
],
|
||||
"transformations": [
|
||||
{
|
||||
"name": "SelectProductColumns"
|
||||
},
|
||||
{
|
||||
"name": "SelectSubcategoryColumns"
|
||||
},
|
||||
{
|
||||
"name": "SelectCategoryColumns"
|
||||
},
|
||||
{
|
||||
"name": "LookupProductCategory"
|
||||
},
|
||||
{
|
||||
"name": "LookupProductSubcategory"
|
||||
},
|
||||
{
|
||||
"name": "RemoveDuplicateColumns"
|
||||
}
|
||||
],
|
||||
"scriptLines": [
|
||||
"source(output(",
|
||||
" ProductId as integer,",
|
||||
" Product as string,",
|
||||
" {_col2_} as string,",
|
||||
" {_col3_} as boolean,",
|
||||
" {_col4_} as boolean,",
|
||||
" {_col5_} as string,",
|
||||
" {_col6_} as short,",
|
||||
" {_col7_} as short,",
|
||||
" {_col8_} as double,",
|
||||
" {_col9_} as double,",
|
||||
" {_col10_} as string,",
|
||||
" {_col11_} as string,",
|
||||
" {_col12_} as string,",
|
||||
" {_col13_} as double,",
|
||||
" {_col14_} as short,",
|
||||
" {_col15_} as string,",
|
||||
" {_col16_} as string,",
|
||||
" {_col17_} as string,",
|
||||
" SubcategoryId as integer,",
|
||||
" {_col19_} as short,",
|
||||
" {_col20_} as timestamp,",
|
||||
" {_col21_} as timestamp,",
|
||||
" {_col22_} as string,",
|
||||
" {_col23_} as string,",
|
||||
" {_col24_} as string",
|
||||
" ),",
|
||||
" allowSchemaDrift: true,",
|
||||
" validateSchema: false,",
|
||||
" ignoreNoFilesFound: false) ~> Product",
|
||||
"source(output(",
|
||||
" SubcategoryId as integer,",
|
||||
" CategoryId as integer,",
|
||||
" Subcategory as string,",
|
||||
" {_col3_} as string,",
|
||||
" {_col4_} as timestamp",
|
||||
" ),",
|
||||
" allowSchemaDrift: true,",
|
||||
" validateSchema: false,",
|
||||
" ignoreNoFilesFound: false) ~> ProductSubcategory",
|
||||
"source(output(",
|
||||
" CategoryId as integer,",
|
||||
" Category as string,",
|
||||
" {_col2_} as string,",
|
||||
" {_col3_} as timestamp",
|
||||
" ),",
|
||||
" allowSchemaDrift: true,",
|
||||
" validateSchema: false,",
|
||||
" ignoreNoFilesFound: false) ~> ProductCategory",
|
||||
"Product select(mapColumn(",
|
||||
" ProductId,",
|
||||
" Product,",
|
||||
" SubcategoryId",
|
||||
" ),",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> SelectProductColumns",
|
||||
"ProductSubcategory select(mapColumn(",
|
||||
" SubcategoryId,",
|
||||
" CategoryId,",
|
||||
" Subcategory",
|
||||
" ),",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> SelectSubcategoryColumns",
|
||||
"ProductCategory select(mapColumn(",
|
||||
" CategoryId,",
|
||||
" Category",
|
||||
" ),",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> SelectCategoryColumns",
|
||||
"SelectSubcategoryColumns, SelectCategoryColumns lookup(SelectSubcategoryColumns@CategoryId == SelectCategoryColumns@CategoryId,",
|
||||
" multiple: false,",
|
||||
" pickup: 'any',",
|
||||
" broadcast: 'auto')~> LookupProductCategory",
|
||||
"SelectProductColumns, LookupProductCategory lookup(SelectProductColumns@SubcategoryId == SelectSubcategoryColumns@SubcategoryId,",
|
||||
" multiple: false,",
|
||||
" pickup: 'any',",
|
||||
" broadcast: 'auto')~> LookupProductSubcategory",
|
||||
"LookupProductSubcategory select(mapColumn(",
|
||||
" ProductId,",
|
||||
" Product,",
|
||||
" SubcategoryId = SelectProductColumns@SubcategoryId,",
|
||||
" SubcategoryId = SelectSubcategoryColumns@SubcategoryId,",
|
||||
" CategoryId = SelectSubcategoryColumns@CategoryId,",
|
||||
" Subcategory,",
|
||||
" CategoryId = SelectCategoryColumns@CategoryId,",
|
||||
" Category",
|
||||
" ),",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> RemoveDuplicateColumns",
|
||||
"RemoveDuplicateColumns sink(allowSchemaDrift: true,",
|
||||
" validateSchema: false,",
|
||||
" format: 'parquet',",
|
||||
" fileSystem: 'lakeroot',",
|
||||
" folderPath: 'Conformed/DimProduct',",
|
||||
" truncate: true,",
|
||||
" umask: 0022,",
|
||||
" preCommands: [],",
|
||||
" postCommands: [],",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> WriteToDataLake"
|
||||
]
|
||||
}
|
||||
},
|
||||
"dependsOn": []
|
||||
}
|
||||
]
|
||||
}
|
||||
@ -12,6 +12,267 @@
|
||||
"factoryId": "[concat('Microsoft.DataFactory/factories/', parameters('factoryName'))]"
|
||||
},
|
||||
"resources": [
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/MappingOrderAggregation')]",
|
||||
"type": "Microsoft.DataFactory/factories/dataflows",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"type": "MappingDataFlow",
|
||||
"typeProperties": {
|
||||
"sources": [
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "LakeFileOrderHeaderParquet",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderHeader"
|
||||
},
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "LakeFileOrderDetailLinesParquet",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderLineDetails"
|
||||
}
|
||||
],
|
||||
"sinks": [
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "TableOrderSummary",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderSummary"
|
||||
}
|
||||
],
|
||||
"transformations": [
|
||||
{
|
||||
"name": "JoinHeaderToLineDetails"
|
||||
},
|
||||
{
|
||||
"name": "OrderLineCount"
|
||||
}
|
||||
],
|
||||
"script": "source(output(\n\t\tSalesOrderID as integer,\n\t\tRevisionNumber as integer,\n\t\tOrderDate as timestamp,\n\t\tDueDate as timestamp,\n\t\tShipDate as timestamp,\n\t\tStatus as integer,\n\t\tOnlineOrderFlag as boolean,\n\t\tSalesOrderNumber as string,\n\t\tPurchaseOrderNumber as string,\n\t\tAccountNumber as string,\n\t\tCustomerID as integer,\n\t\tShipToAddressID as integer,\n\t\tBillToAddressID as integer,\n\t\tShipMethod as string,\n\t\tCreditCardApprovalCode as string,\n\t\tSubTotal as decimal(19,4),\n\t\tTaxAmt as decimal(19,4),\n\t\tFreight as decimal(19,4),\n\t\tTotalDue as decimal(19,4),\n\t\tComment as string,\n\t\trowguid as string,\n\t\tModifiedDate as timestamp\n\t),\n\tallowSchemaDrift: false,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet',\n\tpartitionBy('hash', 1)) ~> OrderHeader\nsource(output(\n\t\tSalesOrderID as integer,\n\t\tSalesOrderDetailID as integer,\n\t\tOrderQty as integer,\n\t\tProductID as integer,\n\t\tUnitPrice as decimal(19,4),\n\t\tUnitPriceDiscount as decimal(19,4),\n\t\tLineTotal as decimal(38,6),\n\t\trowguid as string,\n\t\tModifiedDate as timestamp\n\t),\n\tallowSchemaDrift: false,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet',\n\tpartitionBy('hash', 1)) ~> OrderLineDetails\nOrderHeader, OrderLineDetails join(OrderHeader@SalesOrderID == OrderLineDetails@SalesOrderID,\n\tjoinType:'inner',\n\tmatchType:'exact',\n\tignoreSpaces: false,\n\tpartitionBy('hash', 1),\n\tbroadcast: 'both')~> JoinHeaderToLineDetails\nJoinHeaderToLineDetails aggregate(groupBy(SalesOrderNumber),\n\tRecordCount = count(SalesOrderDetailID),\n\tpartitionBy('roundRobin', 4)) ~> OrderLineCount\nOrderLineCount sink(allowSchemaDrift: false,\n\tvalidateSchema: false,\n\tinput(\n\t\tSalesOrderNumber as string,\n\t\tRecordCount as integer\n\t),\n\tdeletable:false,\n\tinsertable:true,\n\tupdateable:false,\n\tupsertable:false,\n\ttruncate:true,\n\tformat: 'table',\n\tskipDuplicateMapInputs: true,\n\tskipDuplicateMapOutputs: true,\n\terrorHandlingOption: 'stopOnFirstError',\n\tmapColumn(\n\t\tSalesOrderNumber,\n\t\tRecordCount\n\t),\n\tpartitionBy('roundRobin', 4)) ~> OrderSummary"
|
||||
}
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/MappingOrderAggregationWithParam')]",
|
||||
"type": "Microsoft.DataFactory/factories/dataflows",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"type": "MappingDataFlow",
|
||||
"typeProperties": {
|
||||
"sources": [
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "LakeFileOrderHeaderParquet",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderHeader"
|
||||
},
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "LakeFileOrderDetailLinesParquet",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderLineDetails"
|
||||
}
|
||||
],
|
||||
"sinks": [
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "TableOrderSummary",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "OrderSummary"
|
||||
}
|
||||
],
|
||||
"transformations": [
|
||||
{
|
||||
"name": "JoinHeaderToLineDetails"
|
||||
},
|
||||
{
|
||||
"name": "OrderLineCount"
|
||||
},
|
||||
{
|
||||
"name": "AddAuditColum"
|
||||
}
|
||||
],
|
||||
"script": "parameters{\n\tAuditColumn as string\n}\nsource(output(\n\t\tSalesOrderID as integer,\n\t\tRevisionNumber as integer,\n\t\tOrderDate as timestamp,\n\t\tDueDate as timestamp,\n\t\tShipDate as timestamp,\n\t\tStatus as integer,\n\t\tOnlineOrderFlag as boolean,\n\t\tSalesOrderNumber as string,\n\t\tPurchaseOrderNumber as string,\n\t\tAccountNumber as string,\n\t\tCustomerID as integer,\n\t\tShipToAddressID as integer,\n\t\tBillToAddressID as integer,\n\t\tShipMethod as string,\n\t\tCreditCardApprovalCode as string,\n\t\tSubTotal as decimal(19,4),\n\t\tTaxAmt as decimal(19,4),\n\t\tFreight as decimal(19,4),\n\t\tTotalDue as decimal(19,4),\n\t\tComment as string,\n\t\trowguid as string,\n\t\tModifiedDate as timestamp\n\t),\n\tallowSchemaDrift: false,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet',\n\tpartitionBy('hash', 1)) ~> OrderHeader\nsource(output(\n\t\tSalesOrderID as integer,\n\t\tSalesOrderDetailID as integer,\n\t\tOrderQty as integer,\n\t\tProductID as integer,\n\t\tUnitPrice as decimal(19,4),\n\t\tUnitPriceDiscount as decimal(19,4),\n\t\tLineTotal as decimal(38,6),\n\t\trowguid as string,\n\t\tModifiedDate as timestamp\n\t),\n\tallowSchemaDrift: false,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet',\n\tpartitionBy('hash', 1)) ~> OrderLineDetails\nOrderHeader, OrderLineDetails join(OrderHeader@SalesOrderID == OrderLineDetails@SalesOrderID,\n\tjoinType:'inner',\n\tmatchType:'exact',\n\tignoreSpaces: false,\n\tpartitionBy('hash', 1),\n\tbroadcast: 'both')~> JoinHeaderToLineDetails\nJoinHeaderToLineDetails aggregate(groupBy(SalesOrderNumber),\n\tRecordCount = count(SalesOrderDetailID),\n\tpartitionBy('roundRobin', 4)) ~> OrderLineCount\nOrderLineCount derive(AuditValue = $AuditColumn) ~> AddAuditColum\nAddAuditColum sink(allowSchemaDrift: false,\n\tvalidateSchema: false,\n\tinput(\n\t\tSalesOrderNumber as string,\n\t\tRecordCount as integer\n\t),\n\tdeletable:false,\n\tinsertable:true,\n\tupdateable:false,\n\tupsertable:false,\n\ttruncate:true,\n\tformat: 'table',\n\tskipDuplicateMapInputs: true,\n\tskipDuplicateMapOutputs: true,\n\terrorHandlingOption: 'stopOnFirstError',\n\tmapColumn(\n\t\tSalesOrderNumber,\n\t\tRecordCount\n\t),\n\tpartitionBy('roundRobin', 4)) ~> OrderSummary"
|
||||
}
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/UpdateProductDimension')]",
|
||||
"type": "Microsoft.DataFactory/factories/dataflows",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"folder": {
|
||||
"name": "Labs"
|
||||
},
|
||||
"type": "MappingDataFlow",
|
||||
"typeProperties": {
|
||||
"sources": [
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "ADLS_TSV_AdventureWorks",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "Product"
|
||||
},
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "ADLS_TSV_AdventureWorks",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "ProductSubcategory"
|
||||
},
|
||||
{
|
||||
"dataset": {
|
||||
"referenceName": "ADLS_TSV_AdventureWorks",
|
||||
"type": "DatasetReference"
|
||||
},
|
||||
"name": "ProductCategory"
|
||||
}
|
||||
],
|
||||
"sinks": [
|
||||
{
|
||||
"linkedService": {
|
||||
"referenceName": "ADLS_saintegrationpipelines",
|
||||
"type": "LinkedServiceReference"
|
||||
},
|
||||
"name": "WriteToDataLake"
|
||||
}
|
||||
],
|
||||
"transformations": [
|
||||
{
|
||||
"name": "SelectProductColumns"
|
||||
},
|
||||
{
|
||||
"name": "SelectSubcategoryColumns"
|
||||
},
|
||||
{
|
||||
"name": "SelectCategoryColumns"
|
||||
},
|
||||
{
|
||||
"name": "LookupProductCategory"
|
||||
},
|
||||
{
|
||||
"name": "LookupProductSubcategory"
|
||||
},
|
||||
{
|
||||
"name": "RemoveDuplicateColumns"
|
||||
}
|
||||
],
|
||||
"scriptLines": [
|
||||
"source(output(",
|
||||
" ProductId as integer,",
|
||||
" Product as string,",
|
||||
" {_col2_} as string,",
|
||||
" {_col3_} as boolean,",
|
||||
" {_col4_} as boolean,",
|
||||
" {_col5_} as string,",
|
||||
" {_col6_} as short,",
|
||||
" {_col7_} as short,",
|
||||
" {_col8_} as double,",
|
||||
" {_col9_} as double,",
|
||||
" {_col10_} as string,",
|
||||
" {_col11_} as string,",
|
||||
" {_col12_} as string,",
|
||||
" {_col13_} as double,",
|
||||
" {_col14_} as short,",
|
||||
" {_col15_} as string,",
|
||||
" {_col16_} as string,",
|
||||
" {_col17_} as string,",
|
||||
" SubcategoryId as integer,",
|
||||
" {_col19_} as short,",
|
||||
" {_col20_} as timestamp,",
|
||||
" {_col21_} as timestamp,",
|
||||
" {_col22_} as string,",
|
||||
" {_col23_} as string,",
|
||||
" {_col24_} as string",
|
||||
" ),",
|
||||
" allowSchemaDrift: true,",
|
||||
" validateSchema: false,",
|
||||
" ignoreNoFilesFound: false) ~> Product",
|
||||
"source(output(",
|
||||
" SubcategoryId as integer,",
|
||||
" CategoryId as integer,",
|
||||
" Subcategory as string,",
|
||||
" {_col3_} as string,",
|
||||
" {_col4_} as timestamp",
|
||||
" ),",
|
||||
" allowSchemaDrift: true,",
|
||||
" validateSchema: false,",
|
||||
" ignoreNoFilesFound: false) ~> ProductSubcategory",
|
||||
"source(output(",
|
||||
" CategoryId as integer,",
|
||||
" Category as string,",
|
||||
" {_col2_} as string,",
|
||||
" {_col3_} as timestamp",
|
||||
" ),",
|
||||
" allowSchemaDrift: true,",
|
||||
" validateSchema: false,",
|
||||
" ignoreNoFilesFound: false) ~> ProductCategory",
|
||||
"Product select(mapColumn(",
|
||||
" ProductId,",
|
||||
" Product,",
|
||||
" SubcategoryId",
|
||||
" ),",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> SelectProductColumns",
|
||||
"ProductSubcategory select(mapColumn(",
|
||||
" SubcategoryId,",
|
||||
" CategoryId,",
|
||||
" Subcategory",
|
||||
" ),",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> SelectSubcategoryColumns",
|
||||
"ProductCategory select(mapColumn(",
|
||||
" CategoryId,",
|
||||
" Category",
|
||||
" ),",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> SelectCategoryColumns",
|
||||
"SelectSubcategoryColumns, SelectCategoryColumns lookup(SelectSubcategoryColumns@CategoryId == SelectCategoryColumns@CategoryId,",
|
||||
" multiple: false,",
|
||||
" pickup: 'any',",
|
||||
" broadcast: 'auto')~> LookupProductCategory",
|
||||
"SelectProductColumns, LookupProductCategory lookup(SelectProductColumns@SubcategoryId == SelectSubcategoryColumns@SubcategoryId,",
|
||||
" multiple: false,",
|
||||
" pickup: 'any',",
|
||||
" broadcast: 'auto')~> LookupProductSubcategory",
|
||||
"LookupProductSubcategory select(mapColumn(",
|
||||
" ProductId,",
|
||||
" Product,",
|
||||
" SubcategoryId = SelectProductColumns@SubcategoryId,",
|
||||
" SubcategoryId = SelectSubcategoryColumns@SubcategoryId,",
|
||||
" CategoryId = SelectSubcategoryColumns@CategoryId,",
|
||||
" Subcategory,",
|
||||
" CategoryId = SelectCategoryColumns@CategoryId,",
|
||||
" Category",
|
||||
" ),",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> RemoveDuplicateColumns",
|
||||
"RemoveDuplicateColumns sink(allowSchemaDrift: true,",
|
||||
" validateSchema: false,",
|
||||
" format: 'parquet',",
|
||||
" fileSystem: 'lakeroot',",
|
||||
" folderPath: 'Conformed/DimProduct',",
|
||||
" truncate: true,",
|
||||
" umask: 0022,",
|
||||
" preCommands: [],",
|
||||
" postCommands: [],",
|
||||
" skipDuplicateMapInputs: true,",
|
||||
" skipDuplicateMapOutputs: true) ~> WriteToDataLake"
|
||||
]
|
||||
}
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/UpdateProductDimension_Sorted')]",
|
||||
"type": "Microsoft.DataFactory/factories/dataflows",
|
||||
@ -227,7 +488,7 @@
|
||||
}
|
||||
},
|
||||
{
|
||||
"name": "Set Global Param",
|
||||
"name": "Set Var From Global Param",
|
||||
"type": "SetVariable",
|
||||
"dependsOn": [
|
||||
{
|
||||
@ -320,7 +581,9 @@
|
||||
},
|
||||
"annotations": []
|
||||
},
|
||||
"dependsOn": []
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/dataflows/UpdateProductDimension')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/CopyAWEntities')]",
|
||||
@ -384,6 +647,68 @@
|
||||
},
|
||||
"dependsOn": []
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/Order Summary with Mapping With Param')]",
|
||||
"type": "Microsoft.DataFactory/factories/pipelines",
|
||||
"apiVersion": "2018-06-01",
|
||||
"properties": {
|
||||
"activities": [
|
||||
{
|
||||
"name": "Mapping Order Aggregation",
|
||||
"type": "ExecuteDataFlow",
|
||||
"dependsOn": [],
|
||||
"policy": {
|
||||
"timeout": "7.00:00:00",
|
||||
"retry": 0,
|
||||
"retryIntervalInSeconds": 30,
|
||||
"secureOutput": false,
|
||||
"secureInput": false
|
||||
},
|
||||
"userProperties": [],
|
||||
"typeProperties": {
|
||||
"dataflow": {
|
||||
"referenceName": "MappingOrderAggregationWithParam",
|
||||
"type": "DataFlowReference",
|
||||
"parameters": {
|
||||
"AuditColumn": {
|
||||
"value": "'@{pipeline().parameters.AuditColumnValue}'",
|
||||
"type": "Expression"
|
||||
}
|
||||
},
|
||||
"datasetParameters": {
|
||||
"OrderHeader": {},
|
||||
"OrderLineDetails": {},
|
||||
"OrderSummary": {}
|
||||
}
|
||||
},
|
||||
"staging": {},
|
||||
"compute": {
|
||||
"coreCount": 8,
|
||||
"computeType": "General"
|
||||
},
|
||||
"traceLevel": "Fine"
|
||||
}
|
||||
}
|
||||
],
|
||||
"policy": {
|
||||
"elapsedTimeMetric": {},
|
||||
"cancelAfter": {}
|
||||
},
|
||||
"parameters": {
|
||||
"AuditColumnValue": {
|
||||
"type": "string"
|
||||
}
|
||||
},
|
||||
"folder": {
|
||||
"name": "Demo Pipelines/Data Flows"
|
||||
},
|
||||
"annotations": [],
|
||||
"lastPublishTime": "2020-09-02T14:13:15Z"
|
||||
},
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/dataflows/MappingOrderAggregationWithParam')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/Order Summary with Mapping')]",
|
||||
"type": "Microsoft.DataFactory/factories/pipelines",
|
||||
@ -432,7 +757,9 @@
|
||||
"annotations": [],
|
||||
"lastPublishTime": "2020-09-02T14:13:15Z"
|
||||
},
|
||||
"dependsOn": []
|
||||
"dependsOn": [
|
||||
"[concat(variables('factoryId'), '/dataflows/MappingOrderAggregation')]"
|
||||
]
|
||||
},
|
||||
{
|
||||
"name": "[concat(parameters('factoryName'), '/Scale Out Level 1')]",
|
||||
|
||||
@ -11,6 +11,10 @@
|
||||
"type": "secureString",
|
||||
"metadata": "Secure string for 'connectionString' of 'AzureSqlDatabase1'"
|
||||
},
|
||||
"EmailSenderFunction_functionKey": {
|
||||
"type": "secureString",
|
||||
"metadata": "Secure string for 'functionKey' of 'EmailSenderFunction'"
|
||||
},
|
||||
"TrainingStore01_connectionString": {
|
||||
"type": "secureString",
|
||||
"metadata": "Secure string for 'connectionString' of 'TrainingStore01'"
|
||||
@ -51,6 +55,10 @@
|
||||
"type": "string",
|
||||
"defaultValue": "batchfortraining01"
|
||||
},
|
||||
"EmailSenderFunction_properties_typeProperties_functionAppUrl": {
|
||||
"type": "string",
|
||||
"defaultValue": "https://frameworksupportfunctions.azurewebsites.net"
|
||||
},
|
||||
"GenericKeys_properties_typeProperties_baseUrl": {
|
||||
"type": "string",
|
||||
"defaultValue": "@{linkedService().baseUrl}"
|
||||
@ -154,6 +162,9 @@
|
||||
"AzureSqlDatabase1_connectionString": {
|
||||
"value": "[parameters('AzureSqlDatabase1_connectionString')]"
|
||||
},
|
||||
"EmailSenderFunction_functionKey": {
|
||||
"value": "[parameters('EmailSenderFunction_functionKey')]"
|
||||
},
|
||||
"TrainingStore01_connectionString": {
|
||||
"value": "[parameters('TrainingStore01_connectionString')]"
|
||||
},
|
||||
@ -166,6 +177,9 @@
|
||||
"AzureDataLakeStorage1_properties_typeProperties_url": {
|
||||
"value": "[parameters('AzureDataLakeStorage1_properties_typeProperties_url')]"
|
||||
},
|
||||
"EmailSenderFunction_properties_typeProperties_functionAppUrl": {
|
||||
"value": "[parameters('EmailSenderFunction_properties_typeProperties_functionAppUrl')]"
|
||||
},
|
||||
"GenericKeys_properties_typeProperties_baseUrl": {
|
||||
"value": "[parameters('GenericKeys_properties_typeProperties_baseUrl')]"
|
||||
},
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user