# count ------------------------------------------------------------------- test_that("count sorts output by keys by default", { # Due to usage of `duckplyr_summarise()` internally df <- tibble(x = c(2, 1, 1, 2, 1)) out <- duckplyr_count(df, x) expect_equal(out, tibble(x = c(1, 2), n = c(3, 2))) }) test_that("count can sort output by `n`", { df <- tibble(x = c(1, 1, 2, 2, 2)) out <- duckplyr_count(df, x, sort = TRUE) expect_equal(out, tibble(x = c(2, 1), n = c(3, 2))) }) test_that("count can rename grouping columns", { # But should it really allow this? df <- tibble(x = c(2, 1, 1, 2, 1)) out <- duckplyr_count(df, y = x) expect_equal(out, tibble(y = c(1, 2), n = c(3, 2))) }) test_that("informs if n column already present, unless overridden", { skip_if(Sys.getenv("DUCKPLYR_FORCE") == "TRUE") df1 <- tibble(n = c(1, 1, 2, 2, 2)) expect_message(out <- duckplyr_count(df1, n), "already present") expect_named(out, c("n", "nn")) # not a good idea, but supported expect_message(out <- duckplyr_count(df1, n, name = "n"), NA) expect_named(out, "n") expect_message(out <- duckplyr_count(df1, n, name = "nn"), NA) expect_named(out, c("n", "nn")) df2 <- tibble(n = c(1, 1, 2, 2, 2), nn = 1:5) expect_message(out <- duckplyr_count(df2, n), "already present") expect_named(out, c("n", "nn")) expect_message(out <- duckplyr_count(df2, n, nn), "already present") expect_named(out, c("n", "nn", "nnn")) }) test_that("name must be string", { skip_if(Sys.getenv("DUCKPLYR_FORCE") == "TRUE") df <- tibble(x = c(1, 2)) expect_snapshot(error = TRUE, duckplyr_count(df, x, name = 1)) expect_snapshot(error = TRUE, duckplyr_count(df, x, name = letters)) }) test_that("output includes empty levels with .drop = FALSE", { skip_if(Sys.getenv("DUCKPLYR_FORCE") == "TRUE") df <- tibble(f = factor("b", levels = c("a", "b", "c"))) out <- duckplyr_count(df, f, .drop = FALSE) expect_equal(out$n, c(0, 1, 0)) out <- duckplyr_count(duckplyr_group_by(df, f, .drop = FALSE)) expect_equal(out$n, c(0, 1, 0)) }) test_that("count preserves grouping", { df <- tibble(g = c(1, 2, 2, 2)) exp <- tibble(g = c(1, 2), n = c(1, 3)) expect_equal(df %>% duckplyr_count(g), exp) expect_equal(df %>% duckplyr_group_by(g) %>% duckplyr_count(), exp %>% duckplyr_group_by(g)) }) test_that("output preserves class & attributes where possible", { df <- data.frame(g = c(1, 2, 2, 2)) attr(df, "my_attr") <- 1 out <- df %>% duckplyr_count(g) expect_s3_class(out, "data.frame", exact = TRUE) expect_equal(attr(out, "my_attr"), 1) out <- df %>% duckplyr_group_by(g) %>% duckplyr_count() expect_s3_class(out, "grouped_df") expect_equal(duckplyr_group_vars(out), "g") # duckplyr_summarise() currently drops attributes expect_null(attr(out, "my_attr")) }) test_that("works with dbplyr", { skip_if_not_installed("dbplyr") skip_if_not_installed("RSQLite") db <- dbplyr::memdb_frame(x = c(1, 1, 1, 2, 2)) df1 <- db %>% duckplyr_count(x) %>% as_tibble() expect_equal(df1, tibble(x = c(1, 2), n = c(3, 2))) df2 <- db %>% duckplyr_add_count(x) %>% as_tibble() expect_equal(df2, tibble(x = c(1, 1, 1, 2, 2), n = c(3, 3, 3, 2, 2))) }) test_that("dbplyr `duckplyr_count()` method has transient internal grouping (#6338, tidyverse/dbplyr#940)", { skip_if_not_installed("dbplyr") skip_if_not_installed("RSQLite") db <- dbplyr::memdb_frame( x = c(1, 1, 1, 2, 2), y = c("a", "a", "b", "c", "c") ) df <- db %>% duckplyr_count(x, y) %>% duckplyr_collect() expect <- tibble( x = c(1, 1, 2), y = c("a", "b", "c"), n = c(2L, 1L, 2L) ) expect_false(is_grouped_df(df)) expect_identical(df, expect) }) test_that("can only explicitly chain together multiple tallies", { expect_snapshot({ df <- data.frame(g = c(1, 1, 2, 2), n = 1:4) df %>% duckplyr_count(g, wt = n) df %>% duckplyr_count(g, wt = n) %>% duckplyr_count(wt = n) df %>% duckplyr_count(n) }) }) test_that("wt = n() is deprecated", { df <- data.frame(x = 1:3) expect_warning(duckplyr_count(df, wt = n()), "`wt = n()`", fixed = TRUE) }) test_that("duckplyr_count() owns errors (#6139)", { expect_snapshot({ (expect_error(duckplyr_count(mtcars, new = 1 + ""))) (expect_error(duckplyr_count(mtcars, wt = 1 + ""))) }) }) # tally ------------------------------------------------------------------- test_that("tally can sort output", { gf <- duckplyr_group_by(tibble(x = c(1, 1, 2, 2, 2)), x) out <- tally(gf, sort = TRUE) expect_equal(out, tibble(x = c(2, 1), n = c(3, 2))) }) test_that("weighted tally drops NAs (#1145)", { skip_if(Sys.getenv("DUCKPLYR_FORCE") == "TRUE") df <- tibble(x = c(1, 1, NA)) expect_equal(tally(df, x)$n, 2) }) test_that("tally() drops last group (#5199) ", { df <- data.frame(x = 1, y = 2, z = 3) res <- expect_message(df %>% duckplyr_group_by(x, y) %>% tally(wt = z), NA) expect_equal(duckplyr_group_vars(res), "x") }) test_that("tally() owns errors (#6139)", { expect_snapshot({ (expect_error(tally(mtcars, wt = 1 + ""))) }) }) # add_count --------------------------------------------------------------- test_that("add_count preserves grouping", { df <- tibble(g = c(1, 2, 2, 2)) exp <- tibble(g = c(1, 2, 2, 2), n = c(1, 3, 3, 3)) expect_equal(df %>% duckplyr_add_count(g), exp) expect_equal(df %>% duckplyr_group_by(g) %>% duckplyr_add_count(), exp %>% duckplyr_group_by(g)) }) test_that(".drop is deprecated", { skip_if(Sys.getenv("DUCKPLYR_FORCE") == "TRUE") local_options(lifecycle_verbosity = "warning") df <- tibble(f = factor("b", levels = c("a", "b", "c"))) expect_warning(out <- duckplyr_add_count(df, f, .drop = FALSE), "deprecated") }) test_that("duckplyr_add_count() owns errors (#6139)", { expect_snapshot({ (expect_error(duckplyr_add_count(mtcars, new = 1 + ""))) (expect_error(duckplyr_add_count(mtcars, wt = 1 + ""))) }) }) # add_tally --------------------------------------------------------------- test_that("can add tallies of a variable", { df <- tibble(a = c(2, 1, 1)) expect_equal( df %>% duckplyr_group_by(a) %>% add_tally(), duckplyr_group_by(tibble(a = c(2, 1, 1), n = c(1, 2, 2)), a) ) }) test_that("add_tally can be given a weighting variable", { df <- data.frame(a = c(1, 1, 2, 2, 2), w = c(1, 1, 2, 3, 4)) out <- df %>% duckplyr_group_by(a) %>% add_tally(wt = w) expect_equal(out$n, c(2, 2, 9, 9, 9)) out <- df %>% duckplyr_group_by(a) %>% add_tally(wt = w + 1) expect_equal(out$n, c(4, 4, 12, 12, 12)) }) test_that("can override output column", { df <- data.frame(g = c(1, 1, 2, 2, 2), x = c(3, 2, 5, 5, 5)) expect_named(add_tally(df, name = "xxx"), c("g", "x", "xxx")) }) test_that("add_tally() owns errors (#6139)", { expect_snapshot({ (expect_error(add_tally(mtcars, wt = 1 + ""))) }) })