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Code ReferenceConfigConfig API

data_designer.config.preview_results

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Classes

NameDescription
PreviewResultsNone

API

1class data_designer.config.preview_results.PreviewResults(
2    *,
3    config_builder: data_designer.config.config_builder.DataDesignerConfigBuilder,
4    dataset_metadata: data_designer.config.dataset_metadata.DatasetMetadata | None = None,
5    dataset: pandas.DataFrame | None = None,
6    analysis: data_designer.config.analysis.dataset_profiler.DatasetProfilerResults | None = None,
7    processor_artifacts: dict[str, list[dict]] | None = None,
8    task_traces: list[typing.Any] | None = None
9)

Bases: data_designer.config.utils.visualization.WithRecordSamplerMixin

Initialization:

Creates a new instance with results from a Data Designer preview run.

Parameters:

config_builder
data_designer.config.config_builder.DataDesignerConfigBuilder

Data Designer configuration builder.

dataset_metadata
data_designer.config.dataset_metadata.DatasetMetadata | NoneDefaults to None

Metadata about the generated dataset (e.g., seed column names).

dataset
pandas.DataFrame | NoneDefaults to None

Dataset of the preview run.

analysis
data_designer.config.analysis.dataset_profiler.DatasetProfilerResults | NoneDefaults to None

Analysis of the preview run.

processor_artifacts
dict[str, list[dict]] | NoneDefaults to None

Artifacts generated by the processors.

task_traces
list[typing.Any] | NoneDefaults to None

Async scheduler task traces (when DATA_DESIGNER_ASYNC_TRACE=1).