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Click here to go to the new docs pages.
CTGAN.
sample
Sample rows from this table.
num_rows (int) – Number of rows to sample. This parameter is required.
randomize_samples (bool) – Whether or not to use a fixed seed when sampling. Defaults to True.
max_tries_per_batch (int) – Number of times to retry sampling until the batch size is met. Defaults to 100.
batch_size (int or None) – The batch size to sample. Defaults to num_rows, if None.
output_file_path (str or None) – The file to periodically write sampled rows to. If None, does not write rows anywhere.
conditions – Deprecated argument. Use the sample_conditions method with sdv.sampling.Condition objects instead.
Sampled data.
pandas.DataFrame