What Is A Data Pipeline 5P2luRwaKek - Complete Information & Details

Web Reference: What is a data pipeline? A data pipeline is a method in which raw data is ingested from various data sources, transformed and then ported to a data store, such as a data lake or data warehouse, for analysis. Before data flows into a data repository, it usually undergoes some data processing. There are two ways to visualize data pipeline architecture. Let's begin with the conceptualprocess or workflow. First,a data pipeline begins where the data is generated and stored. This can be a single source or multiple sources, depending on the type of pipeline. It can be in any format, including raw, structured, and unstructured. Next, data is m... There are usually three key elements to any data pipeline: the source, the data processing steps and the destination, or “sink.” Data can be modified during the transfer process, and some pipelines may be used simply to transform data, with the source system and destination being the same.

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