Data generation

Configure how rows are produced for each table in a related dataset.

Generation options

Set table row counts and choose value sources that fit each column. DataStandIn supports default typed values, registered providers, distributions, and supported dependencies.

Seeding

Use a seed to make generation reproducible. The same configuration and seed produce the same generated sequence.

Relationships

Tables are generated in relationship order. Foreign-key values are drawn from the generated parent identifiers so related rows remain consistent.

Continue to dirty data or output formats.