set_config#

skrub.set_config(use_table_report=None, use_table_report_data_ops=None, max_plot_columns=None, max_association_columns=None, subsampling_seed=None, enable_subsampling=None, float_precision=None, cardinality_threshold=None)[source]#

Set global skrub configuration.

Parameters:
use_table_reportbool, default=None

The type of display used for dataframes. Default is True.

  • If True, replace the default DataFrame HTML displays with TableReport.

  • If False, the original Pandas or Polars dataframe HTML representation will be used.

This configuration can also be set with the SKB_USE_TABLE_REPORT environment variable.

use_table_report_data_opsbool, default=None

The type of HTML representation used for the dataframes preview in skrub DataOps. Default is False.

  • If True, TableReport will be used.

  • If False, the original Pandas or Polars dataframe display will be used.

This configuration can also be set with the SKB_USE_TABLE_REPORT_DATA_OPS environment variable.

max_plot_columnsint, default=None

Set the max_plot_columns argument of TableReport. Default is 30. If “all”, all columns will be plotted.

This configuration can also be set with the SKB_MAX_PLOT_COLUMNS environment variable.

max_association_columnsint, default=None

Set the max_association_columns argument of TableReport. Default is 30. If “all”, all columns will be plotted.

This configuration can also be set with the SKB_MAX_ASSOCIATION_COLUMNS environment variable.

subsampling_seedint, default=None

Set the random seed of subsampling in skrub DataOps skrub.DataOp.skb.subsample(), when how="random" is passed.

This configuration can also be set with the SKB_SUBSAMPLING_SEED environment variable.

enable_subsampling{‘default’, ‘disable’, ‘force’}, default=None

Control the activation of subsampling in skrub DataOps skrub.DataOp.skb.subsample(). Default is "default".

  • If "default", the behavior of skrub.DataOp.skb.subsample() is used.

  • If "disable", subsampling is never used, so skb.subsample becomes a no-op.

  • If "force", subsampling is used in all DataOps evaluation modes (eval(), fit_transform, etc.).

This configuration can also be set with the SKB_ENABLE_SUBSAMPLING environment variable.

float_precisionint, default=3

Control the number of significant digits shown when formatting floats. Applies overall precision rather than fixed decimal places. Default is 3.

This configuration can also be set with the SKB_FLOAT_PRECISION environment variable.

cardinality_thresholdint, default=40

Set the cardinality_threshold argument of TableVectorizer. Control the threshold value used to warn user if they have high cardinality columns in there dataset.

This configuration can also be set with the SKB_CARDINALITY_THRESHOLD environment variable.

See also

get_config

Retrieve current values for global configuration.

config_context

Context manager for global skrub configuration.

Examples

>>> from skrub import set_config
>>> set_config(use_table_report=True)
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