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apache griffin toggle navigation home about architecture community docs this project has retired for details please refer to its attic page apache griffin big data quality solution for batch and streaming get started contribute about apache griffin apache griffin is an open source data quality solution for big data which supports both batch and streaming mode it offers an unified process to measure your data quality from different perspectives helping you build trusted data assets therefore boost your confidence for your business apache griffin offers a set of well defined data quality domain model which covers most of data quality problems in general it also define a set of data quality dsl to help users define their quality criteria by extending the dsl users are even able to implement their own specific features functions in apache griffin apache griffin had been accepted as an apache incubator project on dec 7 2016 apache griffin graduated as an apache top level project on nov 21 2018 apache griffin handle data quality issues in 3 steps step 1 define data quality data scientists analyst define their data quality requirements such as accuracy completeness timeliness profiling etc step 2 measure data quality source data will be ingested into apache griffin computing cluster and apache griffin will kick off data quality measurement based on data quality requirements step 3 metrics data quality reports as metrics will be evicted to designated destination additional bonus apache griffin provides front tier for user to easily onboard any new data quality requirement into apache griffin platform and write comprehensive logic to define their data quality architecture who uses apache griffin community contribution get help using apache griffin or contribute to the project mailing lists issues tracking apache griffin github how to contribute events learn more about apache griffin from conferences conferences meetups apache software foundation foundation license sponsorship security thanks code of conduct copyright 2025 the apache software foundation licensed under the apache license version 2 0 apache griffin griffin apache the apache logo and the apache griffin logo are trademarks of the apache software foundation