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One workaround is to drop referential integrity checks. In Mysql (similar technique exists for postgres) this can be done by executing the following on the db
SET FOREIGN_KEY_CHECKS = 0
IMPORTANT: Ensure you set it to the original value once anonymization is complete.
Even though it is poor schema design there have been real world examples where it does happen.
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