Deliver synthetic data to databases or cloud buckets

If you use the web application, you can select a destination before you start the synthetic dataset generation from the Dataset destination button.

Steps

1. On the Configure Synthetic Dataset page, click Dataset destination.
2. On the Synthetic dataset destination dialog, configure the destination.
   1. For Destination, select a database or cloud bucket destination.
      💡

      The Destination drop-down lists only connectors that have the Destination access type.

   2. For Location, select a database, database schema, or cloud bucket folder where you want to deliver the generated synthetic dataset.
3. Click Proceed.

Result

When the synthetic dataset is generated, MOSTLY AI delivers it to the specified location.

1. Get the UUID of the destination connector.

   

2. Get the UUID of the generator to use.

   

3. Use mostly.generate with the generator UUID and a config dictionary you specify that defines the delivery configuration.

   • define the destination connector UUID in destinationConnectorId
   • define the destination location in the location key.
   • (optional) specify if you want to overwrite existing tables in the overwriteTables key. The default is False.
   python

   sd = mostly.generate("INSERT_GENERATOR_ID", config = {
       "delivery": {
           "overwriteTables": False,
           "destinationConnectorId": "INSERT_CONNECTOR_ID",
           "location": "postgres"
       }
   })