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Key takeaways:Delta Lake, an optimized storage layer, offers advantages like ACID transactions, schema enforcement, and data versioning. Connecting to Delta Lake may be a challenge for many data engineers. This article introduces a straightforward solution using the widely adopted and popular Python and FastAPI framework. Introduction Delta Lake Delta Lake, developed by Databricks and released …
Why Delta Lake As a part this blog post, we will try to understand what is delta lake and why even we should think of it ? and last whether we should integrate them in our existing system. Delta lake provides reliability and performance improvements over existing data lakes. It brings the features from both …
Key TakeawaysThe data lakehouse plays a pivotal role in today’s data landscape by addressing the challenges of handling big data, enabling real-time analytics, fostering data exploration, supporting advanced analytics and machine learning, ensuring data governance, promoting agility, and offering cost efficiency. It empowers organizations to harness the full potential of their data and gain valuable …
