Cosmos DB for MongoDB: Tapping into Change Streams for Real-Time Integration

Overview Azure Functions triggers for Cosmos DB enable developers to write event-driven applications that respond to changes in a collection/container. While this integration works seamlessly with the core SQL API, it doesn't directly support the MongoDB API. To achieve similar functionality with the...

Data Engineering Process Fundamentals - Data Streaming Exersise

Data Streaming - Exercise Now that we've covered the concepts of data streaming, let's move forward with an actual coding exercise. During this exercise, we'll delve into building a Kafka message broker and a Spark consumer with the objective of having the Kafka message broker work as a data producer...

Data Engineering Process Fundamentals - Data Streaming

In modern data engineering solutions, handling streaming data is very important. Businesses often need real-time insights to promptly monitor and respond to operational changes and performance trends. A data streaming pipeline facilitates the integration of real-time data into data warehouses and visualization...