In the digital age companies are producing huge amounts of data derived from a variety of sources, such as the social media platform, IoT devices, enterprise applications, and interactions with customers. Traditional data warehouses and databases are useful in storing structured information, frequently aren't able to handle the speed of, the variety, and the amount of big data. This is the point at which these data lakes become an essential element of the modern big data architectures.