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numeric vector to select elements by position: +You can also use an integer to select elements by position: ```{r} x <- list(list(1, 2, 3), list(4, 5, 6), list(7, 8, 9)) @@ -576,9 +580,9 @@ x %>% map_dbl(2) If you're familiar with the apply family of functions in base R, you might have noticed some similarities with the purrr functions: -* `lapply()` is basically identical to `map()`. There's no advantage to using - `map()` over `lapply()` except that it's consistent with all the other - functions in purrr, and you can use the shortcuts for `.f`. +* `lapply()` is basically identical to `map()`, except that `map()` is + consistent with all the other functions in purrr, and you can use the + shortcuts for `.f`. * Base `sapply()` is a wrapper around `lapply()` that automatically simplifies the output. This is useful for interactive work but is @@ -610,10 +614,17 @@ If you're familiar with the apply family of functions in base R, you might have functions is that it can also produce matrices --- the map functions only ever produce vectors. -I focus on purrr functions here because they have more consistent names and arguments, helpful shortcuts, and in a future release will provide easy parallelism and progress bars. +I focus on purrr functions here because they have more consistent names and arguments, helpful shortcuts, and in the future will provide easy parallelism and progress bars. ### Exercises +1. Write code that uses one of the map functions to: + + 1. Compute the mean of every column in `mtcars`. + 1. Determine the type of each column in `nycflights13::flights`. + 1. Compute the number of unique values in each column of `iris`. + 1. Generate 10 random normals for each of $\mu = -10$, $0$, $10$, and $100$. + 1. How can you create a single vector that for each column in a data frame indicates whether or not it's a factor? @@ -690,16 +701,6 @@ Purrr provides two other useful adverbs: x %>% map(quietly(log)) %>% str() ``` -### Exercises - -1. Given the following list, extract all the error messages with the smallest - amount of code possible: - - ```{r} - x <- list(1, 10, "a") - y <- x %>% map(safely(log)) - ``` - ## Mapping over multiple arguments So far we've mapped along a single input. But often you have multiple related inputs that you need iterate along in parallel. That's the job of the `map2()` and `pmap()` functions. For example, imagine you want to simulate some random normals with different means. You know how to do that with `map()`: @@ -732,7 +733,7 @@ map2(mu, sigma, rnorm, n = 5) %>% str() knitr::include_graphics("diagrams/lists-map2.png") ``` -Note that the arguments that vary for each call come before the function name, and arguments that are the same for every function call come afterwards. +Note that the arguments that vary for each call come _before_ the function; arguments that are the same for every call come _after_. Like `map()`, `map2()` is just a wrapper around a for loop: @@ -780,10 +781,11 @@ knitr::include_graphics("diagrams/lists-pmap-named.png") Since the arguments are all the same length, it makes sense to store them in a data frame: ```{r} -params <- tibble::tibble( - mean = mu, - sd = sigma, - n = n +params <- tibble::tribble( + ~mean, ~sd, ~n, + 5, 1, 1, + 10, 5, 3, + -3, 10, 5 ) params %>% pmap(rnorm) @@ -810,13 +812,13 @@ To handle this case, you can use `invoke_map()`: invoke_map(f, param, n = 5) %>% str() ``` -```{r, echo = FALSE} +```{r, echo = FALSE, out.width = NULL} knitr::include_graphics("diagrams/lists-invoke.png") ``` The first argument is a list of functions or character vector of function names. The second argument is a list of lists giving the arguments that vary for each function. The subsequent arguments are passed on to every function. -You can use `tibble::tribble()` to make creating these matching pairs a little easier: +And again, you can use `tibble::tribble()` to make creating these matching pairs a little easier: ```{r, eval = FALSE} sim <- tribble( @@ -856,17 +858,22 @@ pwalk(list(paths, plots), ggsave, path = tempdir()) ## Other patterns of for loops -Purrr provides a number of other functions that abstract over other types of for loops. You'll use them less frequently than the map functions, but they're useful to have in your back pocket. The goal here is to briefly illustrate each function, so hopefully it will come to mind if you see a similar problem in the future. Then you can go look up the documentation for more details. +Purrr provides a number of other functions that abstract over other types of for loops. You'll use them less frequently than the map functions, but they're useful to know about. The goal here is to briefly illustrate each function, so hopefully it will come to mind if you see a similar problem in the future. Then you can go look up the documentation for more details. ### Predicate functions -A number of functions work with __predicates__ functions that return either a single `TRUE` or `FALSE`. +A number of functions work with __predicate__ functions that return either a single `TRUE` or `FALSE`. `keep()` and `discard()` keep elements of the input where the predicate is `TRUE` or `FALSE` respectively: ```{r} -iris %>% keep(is.factor) %>% str() -iris %>% discard(is.factor) %>% str() +iris %>% + keep(is.factor) %>% + str() + +iris %>% + discard(is.factor) %>% + str() ``` `some()` and `every()` determine if the predicate is true for any or for all of @@ -874,8 +881,12 @@ the elements. ```{r} x <- list(1:5, letters, list(10)) -x %>% some(is_character) -x %>% every(is_vector) + +x %>% + some(is_character) + +x %>% + every(is_vector) ``` `detect()` finds the first element where the predicate is true; `detect_index()` returns its position. @@ -884,20 +895,26 @@ x %>% every(is_vector) x <- sample(10) x -x %>% detect(~ . > 5) -x %>% detect_index(~ . > 5) +x %>% + detect(~ . > 5) + +x %>% + detect_index(~ . > 5) ``` `head_while()` and `tail_while()` take elements from the start or end of a vector while a predicate is true: ```{r} -head_while(x, ~ . > 5) -tail_while(x, ~ . > 5) +x %>% + head_while(~ . > 5) + +x %>% + tail_while(~ . > 5) ``` ### Reduce and accumulate -Sometimes you have a complex list that you want to reduce to a simple list by repeatedly applying a function that reduces two inputs to a single input. This useful if you want to apply a two-table dplyr verb to multiple tables. For example, you might have a list of data frames, and you want to reduce to a single data frame by joining the elements together +Sometimes you have a complex list that you want to reduce to a simple list by repeatedly applying a function that reduces a pair to a singleton. This useful if you want to apply a two-table dplyr verb to multiple tables. For example, you might have a list of data frames, and you want to reduce to a single data frame by joining the elements together: ```{r} dfs <- list( @@ -909,6 +926,18 @@ dfs <- list( dfs %>% reduce(dplyr::full_join) ``` +Or maybe you have a list of vectors, and want to find the intersection: + +```{r} +vs <- list( + c(1, 3, 5, 6, 10), + c(1, 2, 3, 7, 8, 10), + c(1, 2, 3, 4, 8, 9, 10) +) + +vs %>% reduce(intersect) +``` + The reduce function takes a "binary" function (i.e. a function with two primary inputs), and applies it repeatedly to a list until there is only a single element left. Accumulate is similar but it keeps all the interim results. You could use it to implement a cumulative sum: