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sdv.lite.tabular.TabularPreset

class sdv.lite.tabular.TabularPreset(name=None, metadata=None, constraints=None)

Class for all tabular model presets.

Parameters

• name (str) – The preset to use.

• metadata (dict or metadata.Table) – Table metadata instance or dict representation.

• constraints (list[Constraint, dict]) – List of Constraint objects or dicts.

__init__(name=None, metadata=None, constraints=None)

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__([name, metadata, constraints])	Initialize self.
fit(data)	Fit this model to the data.
list_available_presets([out])	List the available presets and their descriptions.
load(path)	Load a TabularModel instance from a given path.
sample(num_rows[, randomize_samples, …])	Sample rows from this table.
sample_conditions(conditions[, …])	Sample rows from this table with the given conditions.
sample_remaining_columns(known_columns[, …])	Sample rows from this table.
save(path)	Save this model instance to the given path using cloudpickle.

TabularPreset sdv.lite.tabular.TabularPreset.list_available_presets