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In order to use a single data generation module, we managed to do some prototyping to call python data generation framework in cpp code. We found out some necessary dependencies needed to make this work. After having discussions with Build team and SDP team, we believe that generating data in the building process should probably be the best option so far. However, this is a non-trivial task requiring efforts on multiple teams, for example, SDP team to add some of the required dependencies. As discussed internally within Query, we decided not to use a single data generation module at the moment. But the Product team could start an epic ticket for this general data generator after we gather enough requirements from all sides that need a data generator. Closing this ticket for now.
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