pe.api.api module

class pe.api.api.API[source]

Bases: ABC

The abstract class that defines the APIs for the synthetic data generation.

abstract random_api(label_info, num_samples)[source]

The abstract method that generates random synthetic data.

Parameters:

  • label_info (omegaconf.dictconfig.DictConfig) – The info of the label

  • num_samples (int) – The number of random samples to generate

abstract variation_api(syn_data)[source]

The abstract method that generates variations of the synthetic data.

Parameters:

syn_data (pe.data.Data) – The data object of the synthetic data