In the world of big data, one constant challenge organizations face is managing the ever-changing structure of data. As businesses collect information from multiple sources applications, sensors, social media, and more, the shape and format of that data often change over time. This change is referred to as schema evolution, and It is essential to keeping big data settings flexible and consistent. Without proper schema management, data pipelines can break, analytics can fail, and business decis...