When developing or debugging a stream processing pipeline with Flink SQL, it’s common to inspect each processing step's output to ensure data is being transformed properly. However, comprehending the resulting data stream's structure, distribution, and characteristics entails executing multiple ad-hoc SQL queries, which can be time-consuming and tedious. Additionally, isolating specific subsets of the stream for analysis or debugging often involves even more queries, adding to the complexity and time required.

It was never just about code. Pamela Oliveira is a firm believer that societal norms can be transformed by the power of open source technology. Experts need to see this and take ownership despite a rapidly changing industry. In this episode of Test Case Scenario, Jason and Pamela dissect the opportunities and difficulties that technical minds have in attempting to solve social issues with open source.

Open-source software is more than just code—it's a powerful tool for societal change.

Open-source software is more than just code—it's a powerful tool for societal change.