如何在 R 中保留 fread 和 fwrite 之间的数据格式

Question

I have a data.table field that is a number but stored as a character. If I save the data.table using fwrite as a text file and read it using fread , the type of this field changes to integer. Is there a way to preserve the original type of the field without having to coerce later?

Answer 1

Yes,

Here is a reproducible example:

library(data.table)

df <- data.frame(c1 = 1:10, c2 = as.character(11:20))
df <- as.data.table(df)

fwrite(df, "your_address_here", quote = TRUE)

df <- fread("your_address_here", colClasses = c(c2 = "character"))

The trick is to set quote=TRUE in fwrite() and to specify the type of the column in fread() with colClasses argument, using a named vector.