test_that("group_map() respects empty groups", { res <- group_by(mtcars, cyl) %>% group_map(~ head(.x, 2L)) expect_equal(length(res), 3L) res <- iris %>% group_by(Species) %>% filter(Species == "setosa") %>% group_map(~ tally(.x)) expect_equal(length(res), 1L) res <- iris %>% group_by(Species, .drop = FALSE) %>% filter(Species == "setosa") %>% group_map(~ tally(.x)) expect_equal(length(res), 3L) }) test_that("group_map() can return arbitrary objects", { expect_equal( group_by(mtcars, cyl) %>% group_map(~ 10), rep(list(10), 3) ) }) test_that("group_map() works on ungrouped data frames (#4067)", { expect_identical( group_map(mtcars, ~ head(.x, 2L)), list(head(as_tibble(mtcars), 2L)) ) }) test_that("group_modify() makes a grouped_df", { res <- group_by(mtcars, cyl) %>% group_modify(~ head(.x, 2L)) expect_equal(nrow(res), 6L) expect_equal(group_rows(res), list_of(1:2, 3:4, 5:6)) res <- iris %>% group_by(Species) %>% filter(Species == "setosa") %>% group_modify(~ tally(.x)) expect_equal(nrow(res), 1L) expect_equal(group_rows(res), list_of(1L)) res <- iris %>% group_by(Species, .drop = FALSE) %>% filter(Species == "setosa") %>% group_modify(~ tally(.x)) expect_equal(nrow(res), 3L) expect_equal(as.list(group_rows(res)), list(1L, 2L, 3L)) }) test_that("group_modify() and group_map() want functions with at least 2 arguments, or ... (#3996)", { head1 <- function(d, ...) head(d, 1) g <- iris %>% group_by(Species) expect_equal(nrow(group_modify(g, head1)), 3L) expect_equal(length(group_map(g, head1)), 3L) }) test_that("group_modify() works on ungrouped data frames (#4067)", { expect_identical( group_modify(mtcars, ~ head(.x, 2L)), head(mtcars, 2L) ) }) test_that("group_map() uses ptype on empty splits (#4421)", { res <- mtcars %>% group_by(cyl) %>% filter(hp > 1000) %>% group_map(~.x) expect_equal(res, list(), ignore_attr = TRUE) ptype <- attr(res, "ptype") expect_equal(names(ptype), setdiff(names(mtcars), "cyl")) expect_equal(nrow(ptype), 0L) expect_s3_class(ptype, "data.frame") }) test_that("group_modify() uses ptype on empty splits (#4421)", { res <- mtcars %>% group_by(cyl) %>% filter(hp > 1000) %>% group_modify(~.x) expect_equal(res, group_by(mtcars[integer(0L), names(res)], cyl)) }) test_that("group_modify() works with additional arguments (#4509)", { myfun <- function(.x, .y, foo) { .x[[foo]] <- 1 .x } srcdata <- data.frame( A=rep(1:2, each = 3) ) %>% group_by(A) targetdata <- srcdata targetdata$bar <- 1 expect_equal( group_modify(.data = srcdata, .f = myfun, foo = "bar"), targetdata ) }) test_that("group_map() does not warn about .keep= for rowwise_df", { expect_warning( data.frame(x = 1) %>% rowwise() %>% group_walk(~ {}), NA ) }) test_that("group_map() give meaningful errors", { head1 <- function(d) head(d, 1) expect_snapshot({ # group_modify() (expect_error(mtcars %>% group_by(cyl) %>% group_modify(~ data.frame(cyl = 19)))) (expect_error(mtcars %>% group_by(cyl) %>% group_modify(~ 10))) (expect_error(iris %>% group_by(Species) %>% group_modify(head1))) # group_map() (expect_error(iris %>% group_by(Species) %>% group_map(head1))) }) })