Data Ingestion

Data is gathered from a variety of sources, including different data structures (i.e. structured and unstructured data). These raw data sources for streaming data are frequently referred to as producers, publishers, or senders. Businesses can decide to only extract data when they are prepared to analyze it, but it's best to deposit the raw data in a cloud data warehouse provider first. In this manner, the company can update any past data if changes to data processing tasks are required.