object FrequentItems extends Logging
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- def singlePassFreqItems(df: DataFrame, cols: Seq[String], support: Double): DataFrame
Finding frequent items for columns, possibly with false positives.
Finding frequent items for columns, possibly with false positives. Using the frequent element count algorithm described in here, proposed by Karp, Schenker, and Papadimitriou. The
support
should be greater than 1e-4. For Internal use only.- df
The input DataFrame
- cols
the names of the columns to search frequent items in
- support
The minimum frequency for an item to be considered
frequent
. Should be greater than 1e-4.- returns
A Local DataFrame with the Array of frequent items for each column.
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