Create IO tests for synthetic sources
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tests
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Description
Synthetic sources are not tested thoroughly. It would be good to test generated data consistency (IOIT tests?) in different configurations (eg. multiple splits).
Imported from Jira [BEAM-7659](https://issues.apache.org/jira/browse/BEAM-7659). Original Jira may contain additional context.
Reported by: ŁukaszG.
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