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chore: add examples tests for synapse
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,12 @@ | ||
| # Copy Blobs | ||
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| This is an example pipeline which intends to list all the blobs in a given container and copies these blobs to another container | ||
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| The pipeline has two activities: | ||
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| 1. **List folders**: Web activity to list all blobs in a container that has a given prefix | ||
| 2. **For each activity**: Iterates over each item in the list returned above and executes the sub-activity on each item. | ||
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| 2.1. **Copy files to destination**: Copy activity which copies the blobs to a given destination. |
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| Original file line number | Diff line number | Diff line change |
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| { | ||
| "name": "copy_blobs", | ||
| "properties": { | ||
| "activities": [ | ||
| { | ||
| "name": "List Folders", | ||
| "type": "WebActivity", | ||
| "dependsOn": [], | ||
| "policy": { | ||
| "timeout": "0.12:00:00", | ||
| "retry": 0, | ||
| "retryIntervalInSeconds": 30, | ||
| "secureOutput": false, | ||
| "secureInput": false | ||
| }, | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "method": "GET", | ||
| "headers": { | ||
| "x-ms-version": "2023-01-03" | ||
| }, | ||
| "url": { | ||
| "value": "@concat('https://',pipeline().parameters.SourceStorageAccountName,'.blob.core.windows.net/',pipeline().parameters.SourceContainerName,'?restype=container&comp=list&prefix=',pipeline().parameters.SourceFolderPrefix,'&delimiter=$SourceBlobDelimiter')", | ||
| "type": "Expression" | ||
| }, | ||
| "connectVia": { | ||
| "referenceName": "AutoResolveIntegrationRuntime", | ||
| "type": "IntegrationRuntimeReference" | ||
| }, | ||
| "authentication": { | ||
| "type": "MSI", | ||
| "resource": "https://storage.azure.com" | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "name": "For Each SourceFolder", | ||
| "type": "ForEach", | ||
| "dependsOn": [ | ||
| { | ||
| "activity": "List Folders", | ||
| "dependencyConditions": [ | ||
| "Succeeded" | ||
| ] | ||
| } | ||
| ], | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "items": { | ||
| "value": "@xpath(xml(activity('List Folders').output.Response),'/EnumerationResults/Blobs/BlobPrefix/Name/text()')", | ||
| "type": "Expression" | ||
| }, | ||
| "activities": [ | ||
| { | ||
| "name": "Copy files to Destination", | ||
| "type": "Copy", | ||
| "dependsOn": [], | ||
| "policy": { | ||
| "timeout": "0.12:00:00", | ||
| "retry": 0, | ||
| "retryIntervalInSeconds": 30, | ||
| "secureOutput": false, | ||
| "secureInput": false | ||
| }, | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "source": { | ||
| "type": "ParquetSource", | ||
| "storeSettings": { | ||
| "type": "AzureBlobStorageReadSettings", | ||
| "recursive": true, | ||
| "wildcardFolderPath": { | ||
| "value": "@item()", | ||
| "type": "Expression" | ||
| }, | ||
| "wildcardFileName": "*.parquet" | ||
| }, | ||
| "formatSettings": { | ||
| "type": "ParquetReadSettings" | ||
| } | ||
| }, | ||
| "sink": { | ||
| "type": "ParquetSink", | ||
| "storeSettings": { | ||
| "type": "AzureBlobStorageWriteSettings", | ||
| "copyBehavior": "FlattenHierarchy" | ||
| }, | ||
| "formatSettings": { | ||
| "type": "ParquetWriteSettings" | ||
| } | ||
| }, | ||
| "enableStaging": false, | ||
| "translator": { | ||
| "type": "TabularTranslator", | ||
| "typeConversion": true, | ||
| "typeConversionSettings": { | ||
| "allowDataTruncation": true, | ||
| "treatBooleanAsNumber": false | ||
| } | ||
| } | ||
| }, | ||
| "inputs": [ | ||
| { | ||
| "referenceName": "Binary", | ||
| "type": "DatasetReference", | ||
| "parameters": { | ||
| "ServiceURI": { | ||
| "value": "@concat('https://',pipeline().parameters.SourceStorageAccountName,'.blob.core.windows.net')", | ||
| "type": "Expression" | ||
| }, | ||
| "ContainerName": { | ||
| "value": "@pipeline().parameters.SourceContainerName", | ||
| "type": "Expression" | ||
| }, | ||
| "FolderName": { | ||
| "value": "@pipeline().parameters.SourceFolderPrefix", | ||
| "type": "Expression" | ||
| } | ||
| } | ||
| } | ||
| ], | ||
| "outputs": [ | ||
| { | ||
| "referenceName": "Binary", | ||
| "type": "DatasetReference", | ||
| "parameters": { | ||
| "ServiceURI": { | ||
| "value": "@concat('https://',pipeline().parameters.SinkStorageAccountName,'.blob.core.windows.net')", | ||
| "type": "Expression" | ||
| }, | ||
| "ContainerName": { | ||
| "value": "@pipeline().parameters.SinkContainerName", | ||
| "type": "Expression" | ||
| }, | ||
| "FolderName": { | ||
| "value": "@pipeline().parameters.SinkFolderName", | ||
| "type": "Expression" | ||
| } | ||
| } | ||
| } | ||
| ] | ||
| } | ||
| ] | ||
| } | ||
| } | ||
| ], | ||
| "parameters": { | ||
| "SourceContainerName": { | ||
| "type": "string" | ||
| }, | ||
| "SourceFolderPrefix": { | ||
| "type": "string" | ||
| }, | ||
| "SinkStorageAccountName": { | ||
| "type": "string" | ||
| }, | ||
| "SinkContainerName": { | ||
| "type": "string" | ||
| }, | ||
| "SinkFolderName": { | ||
| "type": "string" | ||
| }, | ||
| "SourceStorageAccountName": { | ||
| "type": "string" | ||
| } | ||
| }, | ||
| "folder": { | ||
| "name": "batch" | ||
| }, | ||
| "annotations": [] | ||
| } | ||
| } |
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examples/synapse/copy_blobs/test_synapse_copy_blobs_functional.py
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| Original file line number | Diff line number | Diff line change |
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| import pytest | ||
| from data_factory_testing_framework import TestFramework, TestFrameworkType | ||
| from data_factory_testing_framework.state import ( | ||
| DependencyCondition, | ||
| RunParameter, | ||
| RunParameterType, | ||
| ) | ||
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| def test_copy_blobs_pipeline(request: pytest.FixtureRequest) -> None: | ||
| # Arrange | ||
| test_framework = TestFramework( | ||
| framework_type=TestFrameworkType.DataFactory, root_folder_path=request.fspath.dirname | ||
| ) | ||
| pipeline = test_framework.get_pipeline_by_name("copy_blobs") | ||
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| # Act | ||
| activities = test_framework.evaluate_pipeline( | ||
| pipeline=pipeline, | ||
| parameters=[ | ||
| RunParameter(RunParameterType.Pipeline, "SourceStorageAccountName", "sourcestorageaccount"), | ||
| RunParameter(RunParameterType.Pipeline, "SourceContainerName", "sourcecontainer"), | ||
| RunParameter(RunParameterType.Pipeline, "SourceFolderPrefix", "sourcefolder"), | ||
| RunParameter(RunParameterType.Pipeline, "SinkStorageAccountName", "sinkstorageaccount"), | ||
| RunParameter(RunParameterType.Pipeline, "SinkContainerName", "sinkcontainer"), | ||
| RunParameter(RunParameterType.Pipeline, "SinkFolderName", "sinkfolder"), | ||
| ], | ||
| ) | ||
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| # Assert | ||
| list_folder_activity = next(activities) | ||
| assert list_folder_activity.name == "List Folders" | ||
| assert ( | ||
| list_folder_activity.type_properties["url"].result | ||
| == "https://sourcestorageaccount.blob.core.windows.net/sourcecontainer?restype=container&comp=list&prefix=sourcefolder&delimiter=$SourceBlobDelimiter" | ||
| ) | ||
| assert list_folder_activity.type_properties["method"] == "GET" | ||
| list_folder_activity.set_result( | ||
| result=DependencyCondition.SUCCEEDED, | ||
| output={ | ||
| "Response": """ | ||
| <EnumerationResults ServiceEndpoint="http://myaccount.blob.core.windows.net/" ContainerName="mycontainer"> | ||
| <Prefix>testfolder</Prefix> | ||
| <Delimiter>$SourceBlobDelimiter</Delimiter> | ||
| <Blobs> | ||
| <BlobPrefix> | ||
| <Name>testfolder_1/$SourceBlobDelimiter</Name> | ||
| </BlobPrefix> | ||
| <BlobPrefix> | ||
| <Name>testfolder_2/$SourceBlobDelimiter</Name> | ||
| </BlobPrefix> | ||
| </Blobs> | ||
| </EnumerationResults> | ||
| """ | ||
| }, | ||
| ) | ||
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| copy_activity = next(activities) | ||
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| assert copy_activity.name == "Copy files to Destination" | ||
| assert copy_activity.type == "Copy" | ||
| assert ( | ||
| copy_activity.type_properties["source"]["storeSettings"]["wildcardFolderPath"].result | ||
| == "testfolder_1/$SourceBlobDelimiter" | ||
| ) | ||
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| copy_activity = next(activities) | ||
| assert copy_activity.name == "Copy files to Destination" | ||
| assert copy_activity.type == "Copy" | ||
| assert ( | ||
| copy_activity.type_properties["source"]["storeSettings"]["wildcardFolderPath"].result | ||
| == "testfolder_2/$SourceBlobDelimiter" | ||
| ) | ||
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| pytest.raises(StopIteration, lambda: next(activities)) |
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