What are some effective tools for testing data pipelines?
There are several tools available for testing data pipelines, such as Apache Nifi, Talend, and dbt. Each has unique features.
Can you explain how dbt works for testing?
dbt, or data build tool, allows you to write modular SQL queries and run tests on your data models to ensure data quality.
What are the key features to look for in a data pipeline testing tool?
Key features include data validation, error handling, integration capabilities, and support for version control.
Are there any open-source options available?
Yes, tools like Apache Airflow and Great Expectations are popular open-source options for testing data pipelines.
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