library(vroom)
x <- vroom(
  file,
  id = "path",
  col_types = c(pickup_datetime = "c"),
  trim_ws = FALSE,
  quote = "",
  escape_double = FALSE,
  na = character(),
  altrep = TRUE
)
print(head(x, 10))
a <- head(x)
b <- tail(x)
c <- x[sample(NROW(x), 100), ]
d <- x[x$payment_type == "UNK", ]
e <- tapply(x$tip_amount, x$payment_type, mean)