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LakeFS LakeFS is an open-source platform that provides datalake versioning and management capabilities. It sits between the datalake and cloud object storage, allowing you to version and control changes to datalakes at scale. Share features across the organization.
ETL data pipeline architecture | Source: Author Data Discovery: Data can be sourced from various types of systems, such as databases, file systems, APIs, or streaming sources. We also need dataprofiling i.e. data discovery, to understand if the data is appropriate for ETL.
Data Processing : You need to save the processed data through computations such as aggregation, filtering and sorting. Data Storage : To store this processed data to retrieve it over time – be it a data warehouse or a datalake.
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