[R] Read in from multiple Excel wksheets
Jonathan Daily
biomathjdaily at gmail.com
Tue Jun 14 20:28:22 CEST 2011
Java uses "heap space" when creating new objects. My guess is that
since the default size is 128 Mb iirc, you are reading in an object
larger than this. I don't know the guts of the xlsx package or if
there is a way to increase the heap, but you may get by if you can
divide up your data import.
HTH,
Jon
On Tue, Jun 14, 2011 at 12:06 PM, dM/ <david.n.menezes at gmail.com> wrote:
> I’ve got an Excel workbook with about 30 worksheets. Each worksheet
> has 10000 rows of data over 30 columns.
>
> I’d like to read the data from each worksheet into a dataframe or
> matrix in R for processing. Normally, I use read.csv when interacting
> with Excel but I’d rather manipulate a multisheet workbook directly
> than set about splitting the original workbook and saving down each
> part as a csv.
>
> So far, I’ve tried using read.xlsx from the xlsx package. This works
> fine for small test files – e.g. suppose I’m trying to read from the
> test_file workbook on my desktop. The following code extracts rows 1
> and 2 from worksheet = “johnny”.
>
> setwd("C:\\Documents and Settings\\dmenezes\\Desktop")
> info<-
> read.xlsx("test_file.xlsx",sheetName="johnny",rowIndex=1:2,header=FALSE)
> info
>
> However, when I try to apply this to my real, large workbook, things
> go wrong, with the following error message. Any ideas/workarounds?
>
> Error in .jcall("RJavaTools", "Ljava/lang/Object;", "invokeMethod",
> cl, :
> java.lang.OutOfMemoryError: Java heap space
>
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--
===============================================
Jon Daily
Technician
===============================================
#!/usr/bin/env outside
# It's great, trust me.
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