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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,4 @@ | ||
| { | ||
| "type": "Pipeline", | ||
| "displayName": "pl_ingestion" | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,223 @@ | ||
| { | ||
| "properties": { | ||
| "activities": [ | ||
| { | ||
| "name": "Copy NYC Data", | ||
| "type": "Copy", | ||
| "dependsOn": [], | ||
| "policy": { | ||
| "timeout": "0.12:00:00", | ||
| "retry": 0, | ||
| "retryIntervalInSeconds": 30, | ||
| "secureOutput": false, | ||
| "secureInput": false | ||
| }, | ||
| "typeProperties": { | ||
| "source": { | ||
| "type": "ParquetSource", | ||
| "storeSettings": { | ||
| "type": "HttpReadSettings", | ||
| "requestMethod": "GET" | ||
| }, | ||
| "formatSettings": { | ||
| "type": "ParquetReadSettings" | ||
| }, | ||
| "datasetSettings": { | ||
| "annotations": [], | ||
| "type": "Parquet", | ||
| "typeProperties": { | ||
| "location": { | ||
| "type": "HttpServerLocation", | ||
| "relativeUrl": { | ||
| "value": "@concat('yellow_tripdata_',pipeline().parameters.dynamicyear,'-', pipeline().parameters.dynamicmonth,'.parquet')", | ||
| "type": "Expression" | ||
| } | ||
| }, | ||
| "compressionCodec": "snappy" | ||
| }, | ||
| "schema": [ | ||
| { | ||
| "name": "VendorID", | ||
| "type": "INT64", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "tpep_pickup_datetime", | ||
| "type": "TIMESTAMP_MICROS", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "tpep_dropoff_datetime", | ||
| "type": "TIMESTAMP_MICROS", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "passenger_count", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "trip_distance", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "RatecodeID", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "store_and_fwd_flag", | ||
| "type": "STRING", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "PULocationID", | ||
| "type": "INT64", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "DOLocationID", | ||
| "type": "INT64", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "payment_type", | ||
| "type": "INT64", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "fare_amount", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "extra", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "mta_tax", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "tip_amount", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "tolls_amount", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "improvement_surcharge", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "total_amount", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "congestion_surcharge", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| }, | ||
| { | ||
| "name": "airport_fee", | ||
| "type": "DOUBLE", | ||
| "precision": -1, | ||
| "scale": -1 | ||
| } | ||
| ], | ||
| "externalReferences": { | ||
| "connection": "21ad484b-ad47-4d9b-8bb5-d3cc1f220120" | ||
| } | ||
| } | ||
| }, | ||
| "sink": { | ||
| "type": "ParquetSink", | ||
| "storeSettings": { | ||
| "type": "LakehouseWriteSettings", | ||
| "copyBehavior": "PreserveHierarchy" | ||
| }, | ||
| "formatSettings": { | ||
| "type": "ParquetWriteSettings", | ||
| "enableVertiParquet": true | ||
| }, | ||
| "datasetSettings": { | ||
| "annotations": [], | ||
| "linkedService": { | ||
| "name": "testing_framework", | ||
| "properties": { | ||
| "annotations": [], | ||
| "type": "Lakehouse", | ||
| "typeProperties": { | ||
| "workspaceId": "ef9d772e-5c80-406d-a2d7-152df4869fc7", | ||
| "artifactId": "d59877e8-821f-4a76-a788-20fdc3ae6f18", | ||
| "rootFolder": "Files" | ||
| } | ||
| } | ||
| }, | ||
| "type": "Parquet", | ||
| "typeProperties": { | ||
| "location": { | ||
| "type": "LakehouseLocation", | ||
| "fileName": { | ||
| "value": "@concat('yellow_tripdata_',pipeline().parameters.dynamicyear,'-', pipeline().parameters.dynamicmonth,'.parquet')", | ||
| "type": "Expression" | ||
| }, | ||
| "folderPath": { | ||
| "value": "@concat('nyc_taxi_data','/',pipeline().parameters.dynamicyear,'/',pipeline().parameters.dynamicmonth)", | ||
| "type": "Expression" | ||
| } | ||
| }, | ||
| "compressionCodec": "snappy" | ||
| }, | ||
| "schema": [] | ||
| } | ||
| }, | ||
| "enableStaging": false, | ||
| "translator": { | ||
| "type": "TabularTranslator", | ||
| "typeConversion": true, | ||
| "typeConversionSettings": { | ||
| "allowDataTruncation": true, | ||
| "treatBooleanAsNumber": false | ||
| } | ||
| } | ||
| } | ||
| } | ||
| ], | ||
| "parameters": { | ||
| "dynamicmonth": { | ||
| "type": "string" | ||
| }, | ||
| "dynamicyear": { | ||
| "type": "string" | ||
| } | ||
| }, | ||
| "annotations": [] | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,61 @@ | ||
| import pytest | ||
| from data_factory_testing_framework.models.pipeline import Pipeline | ||
| from data_factory_testing_framework.state import ( | ||
| PipelineRunState, | ||
| RunParameter, | ||
| RunParameterType, | ||
| ) | ||
|
|
||
| from data_factory_testing_framework.test_framework import ( | ||
| TestFramework, | ||
| TestFrameworkType | ||
| ) | ||
|
|
||
|
|
||
| @pytest.fixture | ||
| def test_framework(request: pytest.FixtureRequest) -> TestFramework: | ||
| return TestFramework( | ||
| framework_type=TestFrameworkType.Fabric, | ||
| root_folder_path=request.fspath.dirname, | ||
| ) | ||
|
|
||
|
|
||
| @pytest.fixture | ||
| def pipeline(test_framework: TestFramework) -> Pipeline: | ||
| return test_framework.repository.get_pipeline_by_name("pl_ingestion") | ||
|
|
||
|
|
||
| def test_copy_nyc_data( | ||
| test_framework: TestFramework, pipeline: Pipeline | ||
| ) -> None: | ||
| # Arrange | ||
| activity = pipeline.get_activity_by_name("Copy NYC Data") | ||
| state = PipelineRunState( | ||
| parameters=[ | ||
| RunParameter[str]( | ||
| RunParameterType.Pipeline, "dynamicmonth", "01"), | ||
| RunParameter[str]( | ||
| RunParameterType.Pipeline, "dynamicyear", "2023"), | ||
| ], | ||
| ) | ||
|
|
||
| # Act | ||
| activity.evaluate(state) | ||
|
|
||
| # Assert | ||
| expected_http_rel_url = "yellow_tripdata_2023-01.parquet" | ||
| assert expected_http_rel_url == ( | ||
| activity.type_properties["source"] | ||
| ["datasetSettings"]["typeProperties"]["location"]["relativeUrl"].value | ||
| ) | ||
| expected_file_name = "yellow_tripdata_2023-01.parquet" | ||
| assert expected_file_name == ( | ||
| activity.type_properties["sink"] | ||
| ["datasetSettings"]["typeProperties"]["location"]["fileName"].value | ||
| ) | ||
|
|
||
| expected_folder_name = "nyc_taxi_data/2023/01" | ||
| assert expected_folder_name == ( | ||
| activity.type_properties["sink"] | ||
| ["datasetSettings"]["typeProperties"]["location"]["folderPath"].value | ||
| ) |
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| { | ||
| "type": "Pipeline", | ||
| "displayName": "pl_main" | ||
| } |
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