inst/bench/taxi_multiple/vroom-dplyr.R

In vroom: Read and Write Rectangular Text Data Quickly

({library(vroom); library(dplyr)})
x <- vroom(file, id = "path", col_types = c(pickup_datetime = "c"), trim_ws = FALSE, quote = "", escape_double = FALSE, na = character(), altrep = TRUE)
print(x)
a <- head(x)
b <- tail(x)
c <- sample_n(x, 100)
d <- filter(x, payment_type == "UNK")
e <- group_by(x, payment_type) %>% summarise(avg_tip = mean(tip_amount))