Attaching a big.matrix object
Now that the big.matrix
object is on the disk, we can use the information stored in the descriptor file to instantly make it available during an R session. This means that you don't have to reimport the data set, which takes more time for larger files. You can simply point the bigmemory
package at the existing structures on the disk and begin accessing data without the wait.
This exercise is part of the course
Scalable Data Processing in R
Exercise instructions
The big.matrix
object x
is available in your workspace.
- Create a new variable
mort
that points tox
by attaching the"mortgage-sample.desc"
file using theattach.big.matrix()
function. - Verify that the dimensions of
mort
are the same as the last exercise. - Call
head()
onmort
.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Attach mortgage-sample.desc
mort <- ___(___)
# Find the dimensions of mort
___
# Look at the first 6 rows of mort
___