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hof_transform_values

Transforms values of a map


Description

Applies the transformation function specified to all values of a map (this is essentially a dplyr wrapper to the 'transform_values(expr, func)' higher- order function, which is supported since Spark 3.0)

Usage

hof_transform_values(x, func, expr = NULL, dest_col = NULL, ...)

Arguments

x

The Spark data frame to be processed

func

The transformation function to apply (it should take (key, value) as arguments and return a transformed value)

expr

The map being transformed, could be any SQL expression evaluating to a map (default: the last column of the Spark data frame)

dest_col

Column to store the transformed result (default: expr)

...

Additional params to dplyr::mutate

Examples

## Not run: 

library(sparklyr)
sc <- spark_connect(master = "local", version = "3.0.0")
sdf <- sdf_len(sc, 1) %>% dplyr::mutate(m = map("a", 0L, "b", 2L, "c", -1L))
transformed_sdf <- sdf %>% hof_transform_values(~ CONCAT(.x, " == ", .y))

## End(Not run)

sparklyr

R Interface to Apache Spark

v1.6.2
Apache License 2.0 | file LICENSE
Authors
Javier Luraschi [aut], Kevin Kuo [aut] (<https://orcid.org/0000-0001-7803-7901>), Kevin Ushey [aut], JJ Allaire [aut], Samuel Macedo [ctb], Hossein Falaki [aut], Lu Wang [aut], Andy Zhang [aut], Yitao Li [aut, cre] (<https://orcid.org/0000-0002-1261-905X>), Jozef Hajnala [ctb], Maciej Szymkiewicz [ctb] (<https://orcid.org/0000-0003-1469-9396>), Wil Davis [ctb], RStudio [cph], The Apache Software Foundation [aut, cph]
Initial release

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