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Running
| tables: | |
| parent: | |
| name: parent | |
| id_columns: | |
| - id | |
| primary_key: id | |
| parent2: | |
| name: parent2 | |
| id_columns: | |
| - id | |
| primary_key: id | |
| child: | |
| name: child | |
| id_columns: | |
| - id | |
| - parent_id | |
| primary_key: | |
| - id | |
| - parent_id | |
| sortby: id | |
| foreign_keys: | |
| - child_table_name: child | |
| parent_table_name: parent | |
| child_column_names: parent_id | |
| parent_column_names: id | |
| child2: | |
| name: child2 | |
| id_columns: | |
| - id | |
| - parent_id | |
| - parent_id2 | |
| primary_key: id | |
| foreign_keys: | |
| - child_table_name: child2 | |
| parent_table_name: parent | |
| child_column_names: parent_id | |
| parent_column_names: id | |
| - child_table_name: child2 | |
| parent_table_name: parent2 | |
| child_column_names: parent_id2 | |
| parent_column_names: id | |
| order: | |
| - parent | |
| - parent2 | |
| - child | |
| - child2 | |
| max_ctx_dim: 5 | |
| default_args: | |
| synthesize: true | |
| # Whether this table need to be synthesized. If set to false, it can mean a table that can output the exact same table | |
| # as real one, especially for very small tables and tables without any privacy concern, such as the products table for | |
| # a transaction database, if one wants to get real productions generated. | |
| standalone: # arguments for standalone tabular model | |
| epochs: 20 | |
| batch_size: 500 | |
| degree: {} # arguments for degree model (all FKs in the table if under table-specific) | |
| isna: {} # arguments for is-N/A indicator model (all FKs in the table if under table-specific) | |
| aggregated: | |
| # arguments for multi-variate potentially-continuous conditional tabular data generation for aggregated | |
| # information generation. | |
| epochs: 20 | |
| batch_size: 500 | |
| actual: | |
| # arguments for multi-variate sequential data based on static context and known lengths generation for generating | |
| # actual values. | |
| epochs: 20 | |
| batch_size: 500 | |
| table_specific_args: # these will override default if new arguments are provided. | |
| parent: | |
| synthesize: false | |
| child: | |
| actual: | |
| batch_size: 100 | |