Nothing
suppressPackageStartupMessages(library(dplyr))
suppressPackageStartupMessages(library(nycflights13))
suppressPackageStartupMessages(library(dbplyr))
suppressPackageStartupMessages(library(dtplyr))
if (requireNamespace("arrow", quietly = TRUE)) {
suppressPackageStartupMessages(library(arrow))
}
base_url <- "https://raw.githubusercontent.com/ianmcook/coursera-datasets/master/"
suppressWarnings(tryCatch({
card_rank <<- as_tibble(read.table(file = paste0(base_url, "card_rank.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
card_suit <<- as_tibble(read.table(file = paste0(base_url, "card_suit.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
crayons <<- as_tibble(read.table(file = paste0(base_url, "crayons.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
customers <<- as_tibble(read.table(file = paste0(base_url, "customers.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
employees <<- as_tibble(read.table(file = paste0(base_url, "employees.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
games <<- as_tibble(read.table(file = paste0(base_url, "games.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
inventory <<- as_tibble(read.table(file = paste0(base_url, "inventory.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
makers <<- as_tibble(read.table(file = paste0(base_url, "makers.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
offices <<- as_tibble(read.table(file = paste0(base_url, "offices.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
orders <<- as_tibble(read.table(file = paste0(base_url, "orders.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
salary_grades <<- as_tibble(read.table(file = paste0(base_url, "salary_grades.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
toys <<- as_tibble(read.table(file = paste0(base_url, "toys.txt"), header = TRUE, sep = "\t", quote = "", stringsAsFactors = FALSE))
# dbplyr
db_con <<- DBI::dbConnect(RSQLite::SQLite(), ":memory:")
copy_to(db_con, iris, name = "iris_db")
iris_db <<- tbl(db_con, "iris_db")
copy_to(db_con, flights, name = "flights_db")
flights_db <<- tbl(db_con, "flights_db")
copy_to(db_con, planes, name = "planes_db")
planes_db <<- tbl(db_con, "planes_db")
# dtplyr
iris_dt <<- lazy_dt(iris)
flights_dt <<- lazy_dt(flights)
planes_dt <<- lazy_dt(planes)
# arrow
if ("package:arrow" %in% search()) {
iris_at <<- arrow_table(iris)
iris_ar <<- record_batch(iris)
iris_ad <<- InMemoryDataset$create(iris)
flights_at <<- arrow_table(flights)
flights_ar <<- record_batch(flights)
flights_ad <<- InMemoryDataset$create(flights)
planes_at <<- arrow_table(planes)
planes_ar <<- record_batch(planes)
planes_ad <<- InMemoryDataset$create(planes)
}
invisible(NULL)
}, error = function(e) {
invisible(NULL)
}))
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