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table_raw = "integrationtest_employees" | |
table_gold = "gold_integrationtest_employee" | |
# Trigger the Master Pipeline for Processed to gold Zone | |
masterpipeline_gold_params = { | |
"lookUpTables": [{ | |
"SourceTableSchemaName": "dbo", | |
"SourceTableName": table_raw, | |
"SinkTableSchemaName": "dbo", | |
"SinkTableName": table_gold, |
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. | |
├── README.md | |
├── data | |
│ └── employee_integration_test.parquet | |
├── dataconnectors | |
│ └── adls.py | |
├── requirements.txt | |
├── tests | |
│ ├── conftest.py | |
│ └── test_pipeline.py |
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def test_source_to_processed_workflow(azure_credential, | |
synapse_endpoint: str, | |
pipeline_name: str, | |
storage_account_name: str, | |
container_name: str, | |
base_path: str, | |
input_sample_file_name: str, | |
adls_connection_client, | |
sql_connection_client): |
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. | |
├── README.md | |
├── data | |
│ └── user.parquet | |
├── dataconnectors | |
│ └── adls.py | |
├── requirements.txt | |
├── tests | |
│ ├── conftest.py | |
│ └── test_pipeline.py |
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{"registration_dttm":28529000000000,"id":1,"first_name":"Amanda","last_name":"Jordan","email":"ajordan0@com.com","gender":"Female","ip_address":"1.197.201.2","cc":"6759521864920116","country":"Indonesia","birthdate":"3/8/1971","salary":49756.53,"title":"Internal Auditor","comments":"1E+02"} | |
{"registration_dttm":61443000000000,"id":2,"first_name":"Albert","last_name":"Freeman","email":"afreeman1@is.gd","gender":"Male","ip_address":"218.111.175.34","cc":"","country":"Canada","birthdate":"1/16/1968","salary":150280.17,"title":"Accountant IV","comments":""} | |
{"registration_dttm":4171000000000,"id":3,"first_name":"Evelyn","last_name":"Morgan","email":"emorgan2@altervista.org","gender":"Female","ip_address":"7.161.136.94","cc":"6767119071901597","country":"Russia","birthdate":"2/1/1960","salary":144972.51,"title":"Structural Engineer","comments":""} | |
{"registration_dttm":2181000000000,"id":4,"first_name":"Denise","last_name":"Riley","email":"driley3@gmpg.org","gender":"Female","ip_address":"140.35.109.83","cc":"35760 |
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{"registration_dttm":28529000000000,"id":1,"first_name":"Amanda","last_name":"Jordan","email":"ajordan0@com.com","gender":"Female","ip_address":"1.197.201.2","cc":"6759521864920116","country":"Indonesia","birthdate":"3/8/1971","salary":49756.53,"title":"Internal Auditor","comments":"1E+02"} | |
{"registration_dttm":61443000000000,"id":2,"first_name":"Albert","last_name":"Freeman","email":"afreeman1@is.gd","gender":"Male","ip_address":"218.111.175.34","cc":"","country":"Canada","birthdate":"1/16/1968","salary":150280.17,"title":"Accountant IV","comments":""} | |
{"registration_dttm":4171000000000,"id":3,"first_name":"Evelyn","last_name":"Morgan","email":"emorgan2@altervista.org","gender":"Female","ip_address":"7.161.136.94","cc":"6767119071901597","country":"Russia","birthdate":"2/1/1960","salary":144972.51,"title":"Structural Engineer","comments":""} | |
{"registration_dttm":2181000000000,"id":4,"first_name":"Denise","last_name":"Riley","email":"driley3@gmpg.org","gender":"Female","ip_address":"140.35.109.83","cc":"35760 |
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"basePath": base_path, | |
"filePath": "user_*.parquet", | |
"targetTable": target_table, | |
"badDataTable": "bad_users", | |
"containerName": container_name, | |
"archivePath": "archive", | |
"storageAccountName": storage_account_name, | |
"readFromSparkTables": False, | |
"database": database, |
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pipeline_run_result = pipelineutils.run_and_observe_pipeline( | |
azure_credential, synapse_endpoint, pipeline_name, masterpipeline_raw_params) |
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assert pipeline_run_result == constants.PIPELINE_SUCCESS_STATUS | |
# Check for Data in Raw Zone | |
parquet_dataframe = adls.read_parquet_file_from_ADLS( | |
adls_connection_client, container_name, target_path) | |
num_of_rows = len(parquet_dataframe.index) | |
# Assert | |
print(f"Number of Rows Fetched : { num_of_rows }\n") | |
assert num_of_rows >=1 |
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"lookUpTables": [{ | |
"SourceTableSchemaName": "dbo", | |
"SourceTableName": table_raw, | |
"SinkTableSchemaName": "dbo", | |
"SinkTableName": table_processed, | |
"HasIncrementalData": "false" | |
}], | |
"sourceDatabase": database, |