1443 lines
36 KiB
JSON
1443 lines
36 KiB
JSON
{
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|
"$schema": "http://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
|
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"contentVersion": "1.0.0.0",
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|
"parameters": {
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"factoryName": {
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"type": "string",
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"metadata": "Data Factory name",
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"defaultValue": "TrainingFactoryDev"
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}
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},
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"variables": {
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"factoryId": "[concat('Microsoft.DataFactory/factories/', parameters('factoryName'))]"
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},
|
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"resources": [
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{
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"name": "[concat(parameters('factoryName'), '/AnyDatabaseTable')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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|
"properties": {
|
|
"linkedServiceName": {
|
|
"referenceName": "AnyDatabaseConnection",
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|
"type": "LinkedServiceReference",
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|
"parameters": {
|
|
"DBConnectionSecret": {
|
|
"value": "@dataset().LinkedServiceConnectionSecret",
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|
"type": "Expression"
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|
}
|
|
}
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|
},
|
|
"parameters": {
|
|
"LinkedServiceConnectionSecret": {
|
|
"type": "string"
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|
},
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"SchemaName": {
|
|
"type": "string"
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|
},
|
|
"TableName": {
|
|
"type": "string"
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|
}
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|
},
|
|
"folder": {
|
|
"name": "SQLDB"
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|
},
|
|
"annotations": [],
|
|
"type": "AzureSqlTable",
|
|
"schema": [],
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|
"typeProperties": {
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|
"schema": {
|
|
"value": "@dataset().SchemaName",
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|
"type": "Expression"
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|
},
|
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"table": {
|
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"value": "@dataset().TableName",
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"type": "Expression"
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|
}
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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'), '/AnyDatabaseTableAnyKeyVault')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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"properties": {
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|
"linkedServiceName": {
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"referenceName": "AnyDatabaseConnectionFromAnyKeyVault",
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"type": "LinkedServiceReference",
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|
"parameters": {
|
|
"KeyVaultURL": {
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"value": "@dataset().KeyVaultURL",
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"type": "Expression"
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|
},
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"KeyVaultSecretName": {
|
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"value": "@dataset().LinkedServiceConnectionSecret",
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|
"type": "Expression"
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|
}
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|
}
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|
},
|
|
"parameters": {
|
|
"LinkedServiceConnectionSecret": {
|
|
"type": "string"
|
|
},
|
|
"SchemaName": {
|
|
"type": "string"
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|
},
|
|
"TableName": {
|
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"type": "string"
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|
},
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"KeyVaultURL": {
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"type": "string"
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}
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},
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"folder": {
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"name": "SQLDB"
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},
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|
"annotations": [],
|
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"type": "AzureSqlTable",
|
|
"schema": [],
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|
"typeProperties": {
|
|
"schema": {
|
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"value": "@dataset().SchemaName",
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|
"type": "Expression"
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|
},
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"table": {
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"value": "@dataset().TableName",
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"type": "Expression"
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|
}
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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'), '/GetSetMetadata')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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"properties": {
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|
"linkedServiceName": {
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"referenceName": "trainingdb01",
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"type": "LinkedServiceReference"
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},
|
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"folder": {
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"name": "SQLDB"
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},
|
|
"annotations": [],
|
|
"type": "AzureSqlTable",
|
|
"schema": [],
|
|
"typeProperties": {}
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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'), '/LakeFileParquet')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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"properties": {
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"linkedServiceName": {
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"referenceName": "traininglake01",
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"type": "LinkedServiceReference"
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},
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"parameters": {
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"Directory": {
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"type": "string"
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},
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"File": {
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"type": "string"
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}
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},
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"folder": {
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"name": "Lake"
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},
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"annotations": [],
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"type": "Parquet",
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"typeProperties": {
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"location": {
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"type": "AzureBlobFSLocation",
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"fileName": {
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"value": "@dataset().File",
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"type": "Expression"
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},
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"folderPath": {
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"value": "@dataset().Directory",
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"type": "Expression"
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},
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"fileSystem": "datawarehouse"
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},
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"compressionCodec": "snappy"
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},
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"schema": []
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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'), '/LakeFilePersonCSV')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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"properties": {
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"linkedServiceName": {
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"referenceName": "traininglake01",
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"type": "LinkedServiceReference"
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},
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"folder": {
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"name": "Lake"
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},
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"annotations": [],
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"type": "DelimitedText",
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"typeProperties": {
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"location": {
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"type": "AzureBlobFSLocation",
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"fileName": "Person.csv",
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"folderPath": "Landing",
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"fileSystem": "datawarehouse"
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},
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"columnDelimiter": ",",
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"escapeChar": "\\",
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"quoteChar": "\""
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},
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"schema": [
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{
|
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"type": "String"
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|
},
|
|
{
|
|
"type": "String"
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},
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{
|
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"type": "String"
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}
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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'), '/LakeFiles')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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"properties": {
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"linkedServiceName": {
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"referenceName": "traininglake01",
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"type": "LinkedServiceReference"
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},
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"parameters": {
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"Directory": {
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"type": "string"
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},
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"File": {
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"type": "string"
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}
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},
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"folder": {
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"name": "Lake"
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},
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"annotations": [],
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"type": "DelimitedText",
|
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"typeProperties": {
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"location": {
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"type": "AzureBlobFSLocation",
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"fileName": {
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"value": "@dataset().File",
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"type": "Expression"
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},
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"folderPath": {
|
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"value": "@dataset().Directory",
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"type": "Expression"
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},
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"fileSystem": "datawarehouse"
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},
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"columnDelimiter": ",",
|
|
"escapeChar": "\\",
|
|
"quoteChar": "\""
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|
},
|
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"schema": []
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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'), '/LakeFilesBinary')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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"properties": {
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"linkedServiceName": {
|
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"referenceName": "traininglake01",
|
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"type": "LinkedServiceReference"
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},
|
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"parameters": {
|
|
"Directory": {
|
|
"type": "string"
|
|
},
|
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"File": {
|
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"type": "string"
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}
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},
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"folder": {
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"name": "Lake"
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},
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"annotations": [],
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"type": "Binary",
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"typeProperties": {
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|
"location": {
|
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"type": "AzureBlobFSLocation",
|
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"fileName": {
|
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"value": "@dataset().File",
|
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"type": "Expression"
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},
|
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"folderPath": {
|
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"value": "@dataset().Directory",
|
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"type": "Expression"
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},
|
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"fileSystem": "datawarehouse"
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}
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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'), '/LaptopFilePersonCSV')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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"properties": {
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"linkedServiceName": {
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"referenceName": "LaptopFiles",
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"type": "LinkedServiceReference"
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},
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"folder": {
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"name": "Laptop"
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},
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"annotations": [],
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"type": "DelimitedText",
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"typeProperties": {
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"location": {
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"type": "FileServerLocation",
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"fileName": "Person.csv",
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"folderPath": "ForUpload/People"
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},
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"columnDelimiter": ",",
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"escapeChar": "\\",
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"quoteChar": "\""
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},
|
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"schema": [
|
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{
|
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"type": "String"
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|
},
|
|
{
|
|
"type": "String"
|
|
},
|
|
{
|
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"type": "String"
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}
|
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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'), '/LaptopFilesBinary')]",
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"type": "Microsoft.DataFactory/factories/datasets",
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"apiVersion": "2018-06-01",
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"properties": {
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"linkedServiceName": {
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"referenceName": "LaptopFiles",
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"type": "LinkedServiceReference"
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},
|
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"parameters": {
|
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"Directory": {
|
|
"type": "string"
|
|
},
|
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"File": {
|
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"type": "string"
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}
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},
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"folder": {
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"name": "Laptop"
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},
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"annotations": [],
|
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"type": "Binary",
|
|
"typeProperties": {
|
|
"location": {
|
|
"type": "FileServerLocation",
|
|
"fileName": {
|
|
"value": "@dataset().File",
|
|
"type": "Expression"
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|
},
|
|
"folderPath": {
|
|
"value": "@dataset().Directory",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
},
|
|
"dependsOn": []
|
|
},
|
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{
|
|
"name": "[concat(parameters('factoryName'), '/LaptopFilesParquet')]",
|
|
"type": "Microsoft.DataFactory/factories/datasets",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"linkedServiceName": {
|
|
"referenceName": "LaptopFiles",
|
|
"type": "LinkedServiceReference"
|
|
},
|
|
"parameters": {
|
|
"Directory": {
|
|
"type": "string"
|
|
},
|
|
"File": {
|
|
"type": "string"
|
|
}
|
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},
|
|
"folder": {
|
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"name": "Laptop"
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},
|
|
"annotations": [],
|
|
"type": "Parquet",
|
|
"typeProperties": {
|
|
"location": {
|
|
"type": "FileServerLocation",
|
|
"fileName": {
|
|
"value": "@dataset().File",
|
|
"type": "Expression"
|
|
},
|
|
"folderPath": {
|
|
"value": "@dataset().Directory",
|
|
"type": "Expression"
|
|
}
|
|
},
|
|
"compressionCodec": "snappy"
|
|
},
|
|
"schema": []
|
|
},
|
|
"dependsOn": []
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|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/LaptopFolders')]",
|
|
"type": "Microsoft.DataFactory/factories/datasets",
|
|
"apiVersion": "2018-06-01",
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"properties": {
|
|
"linkedServiceName": {
|
|
"referenceName": "LaptopFiles",
|
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"type": "LinkedServiceReference"
|
|
},
|
|
"parameters": {
|
|
"Directory": {
|
|
"type": "string"
|
|
}
|
|
},
|
|
"folder": {
|
|
"name": "Laptop"
|
|
},
|
|
"annotations": [],
|
|
"type": "DelimitedText",
|
|
"typeProperties": {
|
|
"location": {
|
|
"type": "FileServerLocation",
|
|
"folderPath": {
|
|
"value": "@dataset().Directory",
|
|
"type": "Expression"
|
|
}
|
|
},
|
|
"columnDelimiter": ",",
|
|
"escapeChar": "\\",
|
|
"quoteChar": "\""
|
|
},
|
|
"schema": []
|
|
},
|
|
"dependsOn": []
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/LaptopsFiles')]",
|
|
"type": "Microsoft.DataFactory/factories/datasets",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"linkedServiceName": {
|
|
"referenceName": "LaptopFiles",
|
|
"type": "LinkedServiceReference"
|
|
},
|
|
"parameters": {
|
|
"Directory": {
|
|
"type": "string"
|
|
},
|
|
"File": {
|
|
"type": "string"
|
|
}
|
|
},
|
|
"folder": {
|
|
"name": "Laptop"
|
|
},
|
|
"annotations": [],
|
|
"type": "DelimitedText",
|
|
"typeProperties": {
|
|
"location": {
|
|
"type": "FileServerLocation",
|
|
"fileName": {
|
|
"value": "@dataset().File",
|
|
"type": "Expression"
|
|
},
|
|
"folderPath": {
|
|
"value": "@dataset().Directory",
|
|
"type": "Expression"
|
|
}
|
|
},
|
|
"columnDelimiter": ",",
|
|
"escapeChar": "\\",
|
|
"quoteChar": "\""
|
|
},
|
|
"schema": []
|
|
},
|
|
"dependsOn": []
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/TableOrderSummary')]",
|
|
"type": "Microsoft.DataFactory/factories/datasets",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"linkedServiceName": {
|
|
"referenceName": "trainingdb01",
|
|
"type": "LinkedServiceReference"
|
|
},
|
|
"folder": {
|
|
"name": "SQLDB"
|
|
},
|
|
"annotations": [],
|
|
"type": "AzureSqlTable",
|
|
"schema": [
|
|
{
|
|
"name": "SalesOrderNumber",
|
|
"type": "varchar"
|
|
},
|
|
{
|
|
"name": "RecordCount",
|
|
"type": "int",
|
|
"precision": 10
|
|
}
|
|
],
|
|
"typeProperties": {
|
|
"schema": "dbo",
|
|
"table": "OrderSummary"
|
|
}
|
|
},
|
|
"dependsOn": []
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/WranglingOrderAggregation')]",
|
|
"type": "Microsoft.DataFactory/factories/dataflows",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"type": "WranglingDataFlow",
|
|
"typeProperties": {
|
|
"sources": [
|
|
{
|
|
"name": "LakeFileOrderDetailLinesParquet",
|
|
"script": "source(allowSchemaDrift: true,\n\tvalidateSchema: false,\n\tignoreNoFilesFound: false,\n\tformat: 'parquet') ~> LakeFileOrderDetailLinesParquet",
|
|
"dataset": {
|
|
"referenceName": "LakeFileOrderDetailLinesParquet",
|
|
"type": "DatasetReference"
|
|
}
|
|
}
|
|
],
|
|
"script": "section Section1;\r\nshared LakeFileOrderDetailLinesParquet = let\r\n AdfDoc = Web.Contents(\"https://traininglake01.dfs.core.windows.net/datawarehouse/Raw/OrderDetailLines.parquet?sv=2018-03-28&sig=5R%2BzQI0dTqfGUYi8vVuzKhHq6DBYMX%2FYNyfH4c1BalM%3D&spr=https&se=2020-09-02T12%3A16%3A29Z&srt=sco&ss=bf&sp=rwl\"),\r\n Parquet = Parquet.Document(AdfDoc)\r\nin\r\n Parquet;\r\nshared UserQuery = let\r\n Source = LakeFileOrderDetailLinesParquet\r\nin\r\n Source;\r\n"
|
|
}
|
|
},
|
|
"dependsOn": []
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/01 - Upload - Simple')]",
|
|
"type": "Microsoft.DataFactory/factories/pipelines",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"activities": [
|
|
{
|
|
"name": "Upload Person",
|
|
"description": "hfdhgfdhfd",
|
|
"type": "Copy",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "DelimitedTextSource",
|
|
"storeSettings": {
|
|
"type": "FileServerReadSettings",
|
|
"recursive": true
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextReadSettings"
|
|
}
|
|
},
|
|
"sink": {
|
|
"type": "DelimitedTextSink",
|
|
"storeSettings": {
|
|
"type": "AzureBlobFSWriteSettings"
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextWriteSettings",
|
|
"quoteAllText": true,
|
|
"fileExtension": ".txt"
|
|
}
|
|
},
|
|
"enableStaging": false,
|
|
"translator": {
|
|
"type": "TabularTranslator",
|
|
"typeConversion": true,
|
|
"typeConversionSettings": {
|
|
"allowDataTruncation": true,
|
|
"treatBooleanAsNumber": false
|
|
}
|
|
}
|
|
},
|
|
"inputs": [
|
|
{
|
|
"referenceName": "LaptopFilePersonCSV",
|
|
"type": "DatasetReference",
|
|
"parameters": {}
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"referenceName": "LakeFilePersonCSV",
|
|
"type": "DatasetReference",
|
|
"parameters": {}
|
|
}
|
|
]
|
|
}
|
|
],
|
|
"policy": {
|
|
"elapsedTimeMetric": {},
|
|
"cancelAfter": {}
|
|
},
|
|
"folder": {
|
|
"name": "Demo Pipelines/Data Uploads"
|
|
},
|
|
"annotations": [],
|
|
"lastPublishTime": "2020-09-29T13:50:28Z"
|
|
},
|
|
"dependsOn": [
|
|
"[concat(variables('factoryId'), '/datasets/LaptopFilePersonCSV')]",
|
|
"[concat(variables('factoryId'), '/datasets/LakeFilePersonCSV')]"
|
|
]
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/02 - Upload - Copy Params')]",
|
|
"type": "Microsoft.DataFactory/factories/pipelines",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"activities": [
|
|
{
|
|
"name": "Upload Any File",
|
|
"type": "Copy",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "DelimitedTextSource",
|
|
"storeSettings": {
|
|
"type": "FileServerReadSettings",
|
|
"recursive": true
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextReadSettings"
|
|
}
|
|
},
|
|
"sink": {
|
|
"type": "DelimitedTextSink",
|
|
"storeSettings": {
|
|
"type": "AzureBlobFSWriteSettings"
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextWriteSettings",
|
|
"quoteAllText": true,
|
|
"fileExtension": ".txt"
|
|
}
|
|
},
|
|
"enableStaging": false,
|
|
"translator": {
|
|
"type": "TabularTranslator",
|
|
"typeConversion": true,
|
|
"typeConversionSettings": {
|
|
"allowDataTruncation": true,
|
|
"treatBooleanAsNumber": false
|
|
}
|
|
}
|
|
},
|
|
"inputs": [
|
|
{
|
|
"referenceName": "LaptopsFiles",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": "ForUpload\\People",
|
|
"File": "Person.csv"
|
|
}
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"referenceName": "LakeFiles",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": "Landing",
|
|
"File": "Person.csv"
|
|
}
|
|
}
|
|
]
|
|
}
|
|
],
|
|
"policy": {
|
|
"elapsedTimeMetric": {},
|
|
"cancelAfter": {}
|
|
},
|
|
"folder": {
|
|
"name": "Demo Pipelines/Data Uploads"
|
|
},
|
|
"annotations": [],
|
|
"lastPublishTime": "2020-08-27T09:06:46Z"
|
|
},
|
|
"dependsOn": [
|
|
"[concat(variables('factoryId'), '/datasets/LaptopsFiles')]",
|
|
"[concat(variables('factoryId'), '/datasets/LakeFiles')]"
|
|
]
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/03 - Upload - From Discovery')]",
|
|
"type": "Microsoft.DataFactory/factories/pipelines",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"activities": [
|
|
{
|
|
"name": "Get File List",
|
|
"type": "GetMetadata",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"dataset": {
|
|
"referenceName": "LaptopFolders",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": "ForUpload\\People"
|
|
}
|
|
},
|
|
"fieldList": [
|
|
"childItems"
|
|
],
|
|
"storeSettings": {
|
|
"type": "FileServerReadSettings",
|
|
"recursive": true
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextReadSettings"
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"name": "Upload Files",
|
|
"type": "ForEach",
|
|
"dependsOn": [
|
|
{
|
|
"activity": "Get File List",
|
|
"dependencyConditions": [
|
|
"Succeeded"
|
|
]
|
|
}
|
|
],
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"items": {
|
|
"value": "@activity('Get File List').output.childItems",
|
|
"type": "Expression"
|
|
},
|
|
"activities": [
|
|
{
|
|
"name": "Upload File",
|
|
"type": "Copy",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "DelimitedTextSource",
|
|
"storeSettings": {
|
|
"type": "FileServerReadSettings",
|
|
"recursive": true
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextReadSettings"
|
|
}
|
|
},
|
|
"sink": {
|
|
"type": "DelimitedTextSink",
|
|
"storeSettings": {
|
|
"type": "AzureBlobFSWriteSettings"
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextWriteSettings",
|
|
"quoteAllText": true,
|
|
"fileExtension": ".txt"
|
|
}
|
|
},
|
|
"enableStaging": false,
|
|
"translator": {
|
|
"type": "TabularTranslator",
|
|
"typeConversion": true,
|
|
"typeConversionSettings": {
|
|
"allowDataTruncation": true,
|
|
"treatBooleanAsNumber": false
|
|
}
|
|
}
|
|
},
|
|
"inputs": [
|
|
{
|
|
"referenceName": "LaptopsFiles",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": "ForUpload\\People",
|
|
"File": {
|
|
"value": "@item().name",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"referenceName": "LakeFiles",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": "Landing",
|
|
"File": {
|
|
"value": "@item().name",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
}
|
|
]
|
|
}
|
|
}
|
|
],
|
|
"policy": {
|
|
"elapsedTimeMetric": {},
|
|
"cancelAfter": {}
|
|
},
|
|
"folder": {
|
|
"name": "Demo Pipelines/Data Uploads"
|
|
},
|
|
"annotations": [],
|
|
"lastPublishTime": "2020-08-27T09:06:45Z"
|
|
},
|
|
"dependsOn": [
|
|
"[concat(variables('factoryId'), '/datasets/LaptopFolders')]",
|
|
"[concat(variables('factoryId'), '/datasets/LaptopsFiles')]",
|
|
"[concat(variables('factoryId'), '/datasets/LakeFiles')]"
|
|
]
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/04 - Upload - From Metadata')]",
|
|
"type": "Microsoft.DataFactory/factories/pipelines",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"activities": [
|
|
{
|
|
"name": "Get File List",
|
|
"type": "Lookup",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "AzureSqlSource",
|
|
"sqlReaderQuery": "SELECT * FROM [dbo].[FilesToUpload] WHERE [Enabled] = 1;",
|
|
"queryTimeout": "02:00:00",
|
|
"partitionOption": "None"
|
|
},
|
|
"dataset": {
|
|
"referenceName": "GetSetMetadata",
|
|
"type": "DatasetReference",
|
|
"parameters": {}
|
|
},
|
|
"firstRowOnly": false
|
|
}
|
|
},
|
|
{
|
|
"name": "UploadFiles",
|
|
"type": "ForEach",
|
|
"dependsOn": [
|
|
{
|
|
"activity": "Get File List",
|
|
"dependencyConditions": [
|
|
"Succeeded"
|
|
]
|
|
},
|
|
{
|
|
"activity": "Log Upload Start",
|
|
"dependencyConditions": [
|
|
"Succeeded"
|
|
]
|
|
}
|
|
],
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"items": {
|
|
"value": "@activity('Get File List').output.value",
|
|
"type": "Expression"
|
|
},
|
|
"activities": [
|
|
{
|
|
"name": "Copy By File Type",
|
|
"type": "Switch",
|
|
"dependsOn": [],
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"on": {
|
|
"value": "@substring(item().FileName,add(indexof(item().FileName,'.'),1),sub(length(item().FileName),add(indexof(item().FileName,'.'),1)))",
|
|
"type": "Expression"
|
|
},
|
|
"cases": [
|
|
{
|
|
"value": "csv",
|
|
"activities": [
|
|
{
|
|
"name": "CSV Copy",
|
|
"type": "Copy",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "DelimitedTextSource",
|
|
"additionalColumns": [
|
|
{
|
|
"name": "FilePath",
|
|
"value": "$$FILEPATH"
|
|
},
|
|
{
|
|
"name": "Environment",
|
|
"value": {
|
|
"value": "@pipeline().globalParameters.Environment",
|
|
"type": "Expression"
|
|
}
|
|
},
|
|
{
|
|
"name": "PipelineName",
|
|
"value": {
|
|
"value": "@pipeline().Pipeline",
|
|
"type": "Expression"
|
|
}
|
|
},
|
|
{
|
|
"name": "RunId",
|
|
"value": {
|
|
"value": "@pipeline().RunId",
|
|
"type": "Expression"
|
|
}
|
|
},
|
|
{
|
|
"name": "RunDate",
|
|
"value": {
|
|
"value": "@utcnow()",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
],
|
|
"storeSettings": {
|
|
"type": "FileServerReadSettings",
|
|
"recursive": false,
|
|
"enablePartitionDiscovery": false
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextReadSettings"
|
|
}
|
|
},
|
|
"sink": {
|
|
"type": "DelimitedTextSink",
|
|
"storeSettings": {
|
|
"type": "AzureBlobFSWriteSettings"
|
|
},
|
|
"formatSettings": {
|
|
"type": "DelimitedTextWriteSettings",
|
|
"quoteAllText": true,
|
|
"fileExtension": ".txt"
|
|
}
|
|
},
|
|
"enableStaging": false,
|
|
"translator": {
|
|
"type": "TabularTranslator",
|
|
"typeConversion": true,
|
|
"typeConversionSettings": {
|
|
"allowDataTruncation": true,
|
|
"treatBooleanAsNumber": false
|
|
}
|
|
}
|
|
},
|
|
"inputs": [
|
|
{
|
|
"referenceName": "LaptopsFiles",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": {
|
|
"value": "@item().SourceDirectory",
|
|
"type": "Expression"
|
|
},
|
|
"File": {
|
|
"value": "@item().FileName",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"referenceName": "LakeFiles",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": {
|
|
"value": "@item().TargetDirectory",
|
|
"type": "Expression"
|
|
},
|
|
"File": {
|
|
"value": "@item().FileName",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
}
|
|
]
|
|
},
|
|
{
|
|
"value": "parquet",
|
|
"activities": [
|
|
{
|
|
"name": "Parquet Copy",
|
|
"type": "Copy",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "ParquetSource",
|
|
"storeSettings": {
|
|
"type": "FileServerReadSettings",
|
|
"recursive": false,
|
|
"enablePartitionDiscovery": false
|
|
}
|
|
},
|
|
"sink": {
|
|
"type": "ParquetSink",
|
|
"storeSettings": {
|
|
"type": "AzureBlobFSWriteSettings"
|
|
},
|
|
"formatSettings": {
|
|
"type": "ParquetWriteSettings"
|
|
}
|
|
},
|
|
"enableStaging": false,
|
|
"translator": {
|
|
"type": "TabularTranslator",
|
|
"typeConversion": true,
|
|
"typeConversionSettings": {
|
|
"allowDataTruncation": true,
|
|
"treatBooleanAsNumber": false
|
|
}
|
|
}
|
|
},
|
|
"inputs": [
|
|
{
|
|
"referenceName": "LaptopFilesParquet",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": {
|
|
"value": "@item().SourceDirectory",
|
|
"type": "Expression"
|
|
},
|
|
"File": {
|
|
"value": "@item().FileName",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"referenceName": "LakeFileParquet",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": {
|
|
"value": "@item().TargetDirectory",
|
|
"type": "Expression"
|
|
},
|
|
"File": {
|
|
"value": "@item().FileName",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
}
|
|
]
|
|
}
|
|
],
|
|
"defaultActivities": [
|
|
{
|
|
"name": "Binary Copy",
|
|
"type": "Copy",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "BinarySource",
|
|
"storeSettings": {
|
|
"type": "FileServerReadSettings",
|
|
"recursive": false
|
|
},
|
|
"formatSettings": {
|
|
"type": "BinaryReadSettings"
|
|
}
|
|
},
|
|
"sink": {
|
|
"type": "BinarySink",
|
|
"storeSettings": {
|
|
"type": "AzureBlobFSWriteSettings"
|
|
}
|
|
},
|
|
"enableStaging": false
|
|
},
|
|
"inputs": [
|
|
{
|
|
"referenceName": "LaptopFilesBinary",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": {
|
|
"value": "@item().SourceDirectory",
|
|
"type": "Expression"
|
|
},
|
|
"File": {
|
|
"value": "@item().FileName",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"referenceName": "LakeFilesBinary",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Directory": {
|
|
"value": "@item().TargetDirectory",
|
|
"type": "Expression"
|
|
},
|
|
"File": {
|
|
"value": "@item().FileName",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
}
|
|
]
|
|
}
|
|
}
|
|
]
|
|
}
|
|
},
|
|
{
|
|
"name": "Log Upload Start",
|
|
"type": "Lookup",
|
|
"dependsOn": [
|
|
{
|
|
"activity": "Get File List",
|
|
"dependencyConditions": [
|
|
"Succeeded"
|
|
]
|
|
}
|
|
],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "AzureSqlSource",
|
|
"sqlReaderStoredProcedureName": "[[dbo].[LogUploadStart]",
|
|
"storedProcedureParameters": {
|
|
"FileCount": {
|
|
"type": "Int32",
|
|
"value": {
|
|
"value": "@activity('Get File List').output.count",
|
|
"type": "Expression"
|
|
}
|
|
},
|
|
"TriggerId": {
|
|
"type": "String",
|
|
"value": {
|
|
"value": "@pipeline().TriggerId",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
},
|
|
"queryTimeout": "02:00:00",
|
|
"partitionOption": "None"
|
|
},
|
|
"dataset": {
|
|
"referenceName": "GetSetMetadata",
|
|
"type": "DatasetReference",
|
|
"parameters": {}
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"name": "Log Upload Finish",
|
|
"type": "SqlServerStoredProcedure",
|
|
"dependsOn": [
|
|
{
|
|
"activity": "UploadFiles",
|
|
"dependencyConditions": [
|
|
"Succeeded"
|
|
]
|
|
}
|
|
],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"storedProcedureName": "[[dbo].[LogUploadFinish]",
|
|
"storedProcedureParameters": {
|
|
"LogId": {
|
|
"value": {
|
|
"value": "@activity('Log Upload Start').output.firstRow.LogId",
|
|
"type": "Expression"
|
|
},
|
|
"type": "Int32"
|
|
}
|
|
}
|
|
},
|
|
"linkedServiceName": {
|
|
"referenceName": "trainingdb01",
|
|
"type": "LinkedServiceReference"
|
|
}
|
|
}
|
|
],
|
|
"policy": {
|
|
"elapsedTimeMetric": {},
|
|
"cancelAfter": {}
|
|
},
|
|
"variables": {
|
|
"DemoVariable": {
|
|
"type": "String"
|
|
}
|
|
},
|
|
"folder": {
|
|
"name": "Demo Pipelines/Data Uploads"
|
|
},
|
|
"annotations": [],
|
|
"lastPublishTime": "2020-09-02T14:13:14Z"
|
|
},
|
|
"dependsOn": [
|
|
"[concat(variables('factoryId'), '/datasets/GetSetMetadata')]",
|
|
"[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')]",
|
|
"[concat(variables('factoryId'), '/datasets/LakeFileParquet')]"
|
|
]
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/05 - Get File List Utility')]",
|
|
"type": "Microsoft.DataFactory/factories/pipelines",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"activities": [
|
|
{
|
|
"name": "Get File List",
|
|
"type": "Lookup",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "7.00:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "AzureSqlSource",
|
|
"sqlReaderQuery": {
|
|
"value": "@pipeline().parameters.GetFileQuery",
|
|
"type": "Expression"
|
|
},
|
|
"queryTimeout": "02:00:00",
|
|
"partitionOption": "None"
|
|
},
|
|
"dataset": {
|
|
"referenceName": "GetSetMetadata",
|
|
"type": "DatasetReference",
|
|
"parameters": {}
|
|
},
|
|
"firstRowOnly": false
|
|
}
|
|
}
|
|
],
|
|
"policy": {
|
|
"elapsedTimeMetric": {},
|
|
"cancelAfter": {}
|
|
},
|
|
"parameters": {
|
|
"GetFileQuery": {
|
|
"type": "string"
|
|
}
|
|
},
|
|
"variables": {
|
|
"DemoVariable": {
|
|
"type": "String"
|
|
}
|
|
},
|
|
"folder": {
|
|
"name": "Demo Pipelines/Data Uploads"
|
|
},
|
|
"annotations": [],
|
|
"lastPublishTime": "2020-09-02T14:13:14Z"
|
|
},
|
|
"dependsOn": [
|
|
"[concat(variables('factoryId'), '/datasets/GetSetMetadata')]"
|
|
]
|
|
},
|
|
{
|
|
"name": "[concat(parameters('factoryName'), '/CopyAWEntity')]",
|
|
"type": "Microsoft.DataFactory/factories/pipelines",
|
|
"apiVersion": "2018-06-01",
|
|
"properties": {
|
|
"activities": [
|
|
{
|
|
"name": "Copy AW entity",
|
|
"type": "Copy",
|
|
"dependsOn": [],
|
|
"policy": {
|
|
"timeout": "0.12:00:00",
|
|
"retry": 0,
|
|
"retryIntervalInSeconds": 30,
|
|
"secureOutput": false,
|
|
"secureInput": false
|
|
},
|
|
"userProperties": [],
|
|
"typeProperties": {
|
|
"source": {
|
|
"type": "BinarySource",
|
|
"storeSettings": {
|
|
"type": "HttpReadSettings",
|
|
"requestMethod": "GET"
|
|
},
|
|
"formatSettings": {
|
|
"type": "BinaryReadSettings"
|
|
}
|
|
},
|
|
"sink": {
|
|
"type": "BinarySink",
|
|
"storeSettings": {
|
|
"type": "AzureBlobFSWriteSettings"
|
|
}
|
|
},
|
|
"enableStaging": false
|
|
},
|
|
"inputs": [
|
|
{
|
|
"referenceName": "HTTP_BIN_AdventureWorks",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Entity": {
|
|
"value": "@pipeline().parameters.Entity",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"referenceName": "ADLS_BIN_AdventureWorks",
|
|
"type": "DatasetReference",
|
|
"parameters": {
|
|
"Entity": {
|
|
"value": "@pipeline().parameters.Entity",
|
|
"type": "Expression"
|
|
}
|
|
}
|
|
}
|
|
]
|
|
}
|
|
],
|
|
"policy": {
|
|
"elapsedTimeMetric": {},
|
|
"cancelAfter": {}
|
|
},
|
|
"parameters": {
|
|
"Entity": {
|
|
"type": "string"
|
|
}
|
|
},
|
|
"folder": {
|
|
"name": "Labs1"
|
|
},
|
|
"annotations": []
|
|
},
|
|
"dependsOn": []
|
|
}
|
|
]
|
|
} |