test_that("structs can be read", { skip_if_not_installed("vctrs") con <- dbConnect(duckdb()) on.exit(dbDisconnect(con, shutdown = TRUE)) res <- dbGetQuery(con, "SELECT {'x': 100, 'y': 'hello', 'z': 3.14} AS s") expect_equal(res, vctrs::data_frame( s = vctrs::data_frame(x = 100L, y = "hello", z = 3.14) )) res <- dbGetQuery(con, "SELECT 1 AS n, {'x': 100, 'y': 'hello', 'z': 3.14} AS s") expect_equal(res, vctrs::data_frame( n = 1L, s = vctrs::data_frame(x = 100L, y = "hello", z = 3.14) )) res <- dbGetQuery(con, "values (100, {'x': 100}), (200, {'x': 200}), (300, NULL)") expect_equal(res, vctrs::data_frame( col0 = c(100L, 200L, 300L), col1 = vctrs::data_frame(x = c(100L, 200L, NA)) )) res <- dbGetQuery(con, "values ('a', {'x': 100, 'y': {'a': 1, 'b': 2}}), ('b', {'x': 200, y: NULL}), ('c', NULL)") expect_equal(res, vctrs::data_frame( col0 = c("a", "b", "c"), col1 = vctrs::data_frame( x = c(100L, 200L, NA), y = vctrs::data_frame(a = c(1L, NA, NA), b = c(2L, NA, NA)) ) )) res <- dbGetQuery(con, "select 100 AS other, [{'x': 1, 'y': 'a'}, {'x': 2, 'y': 'b'}] AS s") expect_equal(res, vctrs::data_frame( other = 100L, s = list( vctrs::data_frame(x = c(1L, 2L), y = c("a", "b")) ) )) res <- dbGetQuery(con, "values ([{'x': 1, 'y': 'a'}, {'x': 2, 'y': 'b'}]), ([]), ([{'x': 1, 'y': 'a'}])") expect_equal(res, vctrs::data_frame( col0 = list( vctrs::data_frame(x = c(1L, 2L), y = c("a", "b")), vctrs::data_frame(x = integer(0), y = character(0)), vctrs::data_frame(x = 1L, y = "a") ) )) }) test_that("structs give the same results via Arrow", { skip_on_cran() skip_if_not_installed("vctrs") skip_if_not_installed("tibble") skip_if_not_installed("arrow", "13.0.0") con <- dbConnect(duckdb()) on.exit(dbDisconnect(con, shutdown = TRUE)) res <- dbGetQuery(con, "SELECT {'x': 100, 'y': 'hello', 'z': 3.14} AS s", arrow = TRUE) expect_equal(res, vctrs::data_frame( s = tibble::tibble(x = 100L, y = "hello", z = 3.14) )) res <- dbGetQuery(con, "SELECT 1 AS n, {'x': 100, 'y': 'hello', 'z': 3.14} AS s", arrow = TRUE) expect_equal(res, vctrs::data_frame( n = 1L, s = tibble::tibble(x = 100L, y = "hello", z = 3.14) )) res <- dbGetQuery(con, "values (100, {'x': 100}), (200, {'x': 200}), (300, NULL)", arrow = TRUE) expect_equal(res, vctrs::data_frame( col0 = c(100L, 200L, 300L), col1 = tibble::tibble(x = c(100L, 200L, NA)) )) res <- dbGetQuery(con, "values ('a', {'x': 100, 'y': {'a': 1, 'b': 2}}), ('b', {'x': 200, y: NULL}), ('c', NULL)", arrow = TRUE) expect_equal(res, vctrs::data_frame( col0 = c("a", "b", "c"), col1 = tibble::tibble( x = c(100L, 200L, NA), y = tibble::tibble(a = c(1L, NA, NA), b = c(2L, NA, NA)) ) )) res <- dbGetQuery(con, "select 100 AS other, [{'x': 1, 'y': 'a'}, {'x': 2, 'y': 'b'}] AS s", arrow = TRUE) expect_equal(res, data.frame( other = 100L, s = vctrs::new_list_of( list( tibble::tibble(x = c(1L, 2L), y = c("a", "b")) ), ptype = tibble::tibble(x = integer(), y = character()), class = "arrow_list" ) )) res <- dbGetQuery(con, "values ([{'x': 1, 'y': 'a'}, {'x': 2, 'y': 'b'}]), ([]), ([{'x': 1, 'y': 'a'}])", arrow = TRUE) expect_equal(res, data.frame( col0 = vctrs::new_list_of( list( tibble::tibble(x = c(1L, 2L), y = c("a", "b")), tibble::tibble(x = integer(0), y = character(0)), tibble::tibble(x = 1L, y = "a") ), ptype = tibble::tibble(x = integer(), y = character()), class = "arrow_list" ) )) }) test_that("nested lists of atomic values can be written", { skip_if_not(TEST_RE2) skip_if_not_installed("vctrs") con <- dbConnect(duckdb()) on.exit(dbDisconnect(con, shutdown = TRUE)) df <- vctrs::data_frame(a = 1:3, b = list(4:6, 2:3, 1L)) dbWriteTable(con, "df", df) expect_equal(dbReadTable(con, "df"), df) duckdb_register(con, "df_reg", df) expect_equal(dbReadTable(con, "df_reg"), df) df2 <- vctrs::data_frame(a = 1:2, b = list(4:6, letters[2:3])) expect_error(dbWriteTable(con, "df2", df2), "register") expect_error(duckdb_register(con, "df2_reg", df2), "register") }) test_that("nested and packed columns work in full", { skip_if_not(TEST_RE2) skip_if_not_installed("vctrs") con <- dbConnect(duckdb()) on.exit(dbDisconnect(con, shutdown = TRUE)) df <- vctrs::data_frame( a = vctrs::data_frame( x = 1:5, y = as.numeric(6:10), z = vctrs::data_frame( k = c(TRUE, FALSE, NA, TRUE, FALSE), l = letters[1:5] ) ), b = list( vctrs::data_frame( u = structure(as.numeric(19577:19578), class = "Date"), v = structure(19577:19578, class = "Date"), w = structure(1691507820, class = c("POSIXct", "POSIXt"), tzone = "UTC") + 0:1 ) ), c = list( vctrs::data_frame( # TIME_MINUTES, TIME_MINUTES_INTEGER, TIME_HOURS, ... etc.: Loss ok d = structure(as.numeric(13:16), class = "difftime", units = "secs"), e = vctrs::data_frame( u = structure(17:20, class = "difftime", units = "secs"), v = 5:8, w = as.list(9:12) ) ) ), f = list( vctrs::data_frame( g = list(as.raw(13), as.raw(14:15), as.raw(16:18), as.raw(19:22)), h = vctrs::data_frame(u = 1:4, v = 5:8, w = list(vctrs::data_frame(s = 9:10))) ) ), i = "plain old" ) dbWriteTable(con, "df", df) expect_equal(dbReadTable(con, "df"), df) duckdb_register(con, "df_reg", df) expect_equal(dbReadTable(con, "df_reg"), df) })