OREdplyr
functions for joining rows.
Table 3-3 Joining Rows
Function | Description |
---|---|
|
Returns the union of rows from |
|
Returns all combination of rows from x and y over matched columns. |
|
Returns rows from |
|
Returns rows from |
Example 3-72 Joining Rows
To join two tables, the join
function selects the columns in each table that have the same name or uses the argument by
to specify the columns.
MTCARS <- ore.push(mtcars) M1 <- filter(select(MTCARS, mpg, cyl, carb), carb < 6L) M2 <- filter(select(MTCARS, cyl, hp, carb), carb > 2L) names(inner_join(M1, M2)) nrow(left_join(M1, M2)) nrow(right_join(M1, M2)) nrow(full_join(M1, M2)) names(M2) <- c("cyl", "hp", "carb2") names(inner_join(M1, M2, by = c("cyl", carb="carb2"))) nrow(inner_join(M1, M2, by = c("cyl", carb="carb2"))) nrow(left_join(M1, M2, by = c("cyl", carb="carb2"))) nrow(right_join(M1, M2, by = c("cyl", carb="carb2"))) nrow(full_join(M1, M2, by = c("cyl", carb="carb2")))
Listing for This Example
R> MTCARS <- ore.push(mtcars) R> M1 <- filter(select(MTCARS, mpg, cyl, carb), carb < 6L) R> M2 <- filter(select(MTCARS, cyl, hp, carb), carb > 2L) R> R> names(inner_join(M1, M2)) [1] "cyl" "carb" "mpg" "hp" R> nrow(left_join(M1, M2)) [1] 78 R> nrow(right_join(M1, M2)) [1] 63 R> nrow(full_join(M1, M2)) [1] 80 R> R> names(M2) <- c("cyl", "hp", "carb2") R> names(inner_join(M1, M2, by = c("cyl", carb="carb2"))) [1] "cyl" "carb" "mpg" "hp" R> nrow(inner_join(M1, M2, by = c("cyl", carb="carb2"))) [1] 61 R> nrow(left_join(M1, M2, by = c("cyl", carb="carb2"))) [1] 78 R> nrow(right_join(M1, M2, by = c("cyl", carb="carb2"))) [1] 63 R> nrow(full_join(M1, M2, by = c("cyl", carb="carb2"))) [1] 80