result = await asyncio.wait_for(
accumulator: S,
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# Load additional configuration (potentially set by auto-containment) to enable
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})Grouping and aggregatingGrouping behaves somewhat unconventionally in tablecloth. Datasets can be grouped by a single column name or a sequence of column names like in other libraries, but grouping can also be done using any arbitrary function. Grouping in tablecloth also returns a new dataset, similar to dplyr, rather than an abstract intermediate object (as in pandas and polars). Grouped datasets have three columns, (name of the group, group id, and a column containing a new dataset of the grouped data). Once a dataset is grouped, the group values can be aggregated in a variety of ways. Here are a few examples, with comparisons between libraries:
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