When installing rJava using the install.packages("rJava")
command I get the following error:
checking Java support in R... present:
interpreter : '/usr/bin/java'
archiver : '/usr/bin/jar'
compiler : '/usr/bin/javac'
header prep.: '/usr/bin/javah'
cpp flags : '-I/usr/lib/jvm/java-6-sun-1.6.0.20/jre/../include -I/usr/lib/jvm/java-6-sun-1.6.0.20/jre/../include/linux'
java libs : '-L/usr/lib/jvm/java-6-sun-1.6.0.20/jre/lib/amd64/server -L/usr/lib/jvm/java-6-sun-1.6.0.20/jre/lib/amd64 -L/usr/lib/jvm/java-6-sun-1.6.0.20/jre/../lib/amd64 -L -L/usr/java/packages/lib/amd64 -L/usr/lib64 -L/lib64 -L/lib -L/usr/lib -ljvm'
checking whether JNI programs can be compiled... yes
checking JNI data types... configure: error: One or more JNI types differ from the corresponding native type. You may need to use non-standard compiler flags or a different compiler in order to fix this.
ERROR: configuration failed for package ‘rJava’
I have the Java JDK installed and java -version
returns the following:
$ java -version
java version "1.6.0_20"
Java(TM) SE Runtime Environment (build 1.6.0_20-b02)
When Googling around for the error I see that others are having the same issue but not finding a solution other than "install the whole JDK, not just the JRE" which I have done.
The other thing I read was to run sudo R CMD javareconf
which runs quite happily with no errors.
Any ideas what my problem is?
[[EDIT]] It's been a few months since I had this problem. I had initially solved this by editing my Java paths, as illustrated in the answer I posted below. I recently ran into the same issue on a new Ubuntu install. I tried Dirk's recommendation to use apt-get to install the rJava package. It worked perfectly. What I failed to appreciate initially is that installing packages using the Ubuntu apt-get method is fundamentally different than just loading the same package using install.packages() inside of R. The Ubuntu packages solve some issues which I didn't realize or appreciate.
asked Jul 22, 2010 at 18:08
JD LongJD Long60.9k5858 gold badges208208 silver badges300300 bronze badges
4Wouldn't
apt-get install r-cran-rjava
have been easier? You could have asked me at useR! :)
answered Jul 24, 2010 at 14:31
17Turns out my problem was an issue with my JAVA_HOME
environment variable. Yes, shocking I know. My initial setting for PATH
and JAVA_HOME
looked like this:
export JAVA_HOME=/usr/lib/jvm/java-6-sun
export PATH=$PATH:$JAVA_HOME/bin
And I added /jre
so it now looks like this:
export JAVA_HOME=/usr/lib/jvm/java-6-sun/jre
export PATH=$PATH:$JAVA_HOME/bin
Everything in Java seemed to work fine without the /jre
but rJava would not. Odd.
answered Jul 22, 2010 at 18:15
JD LongJD Long60.9k5858 gold badges208208 silver badges300300 bronze badges
5That is how I make it work :
In Linux (Ubuntu 16.04 and 20.04 worked confirmed)sudo apt-get install default-jre
sudo apt-get install default-jdk
sudo R CMD javareconf
in R:
install.packages("rJava")
answered Oct 23, 2018 at 9:23
Jim ChenJim Chen3,84944 gold badges2323 silver badges3939 bronze badges
6Thanks - your suggestion about $JAVA_HOME
lead me to a similar solution:
unset JAVA_HOME
before invoking R.
Waldir Leoncio11.5k2020 gold badges8585 silver badges112112 bronze badges
answered Dec 6, 2010 at 7:42
Chris PudneyChris Pudney36122 silver badges55 bronze badges
3This worked for me on Ubuntu 12.04 and R version 3.0
cd /usr/lib/jvm/java-6-sun-1.6.0.26/include
this is the directory that has jni.h
Next create a soft link to another required header file (I'm too lazy to find out how to include more than one directory in the JAVA_CPPFLAGS option below):
sudo ln -s linux/jni_md.h .
Finally
sudo R CMD javareconf JAVA_CPPFLAGS=-I/usr/lib/jvm/java-6-sun-1.6.0.26/include
answered Jun 25, 2013 at 16:16
KevinHKevinH11111 silver badge22 bronze badges
2below is one of my answers on another post - error: unable to load installed packages just now
(this is also relevant to this question)
For Linux(Ubuntu) users: If you have oracle-java (7/8) installed. It'll be at this location /usr/lib/jvm
and sudo
access is required.
Create the file /etc/ld.so.conf.d/java.conf
with the following entries:
/usr/lib/jvm/java-8-oracle/jre/lib/amd64
/usr/lib/jvm/java-8-oracle/jre/lib/amd64/server
(Replace java-8-oracle with java-7-oracle depending on your java version)
Then:
sudo ldconfig
Restart RStudio and then install the rJava package.
answered Dec 2, 2015 at 13:25
Tejus PrasadTejus Prasad6,53077 gold badges4949 silver badges7777 bronze badges
1Running R under Gentoo on an AMD64. I upgraded to R 2.12.0
R version 2.12.0 (2010-10-15) Copyright (C) 2010 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: x86_64-pc-linux-gnu (64-bit) and those pesky messages went away.
Jan Vandermeer
answered Nov 2, 2010 at 18:34
I tried to install openjdk-7-* but still I had problems installing rJava. Turns out after I restarted my computer, then there was no problem at all.
so
sudo apt-get install openjdk-7-*
RESTART after installing java, then try to install package "rJava" in R
answered Jun 2, 2014 at 13:24
Vahid MirjaliliVahid Mirjalili6,5211515 gold badges6161 silver badges8080 bronze badges
The rJava package looks for the /usr/lib/jvm/default-java/
folder. But it's not available as default. This folder have a symlink for the default java configured for the system.
To activate the default java install the following packages:
sudo apt-get install default-jre default-jre-headless
Tested on ubuntu 17.04 with CRAN R 3.4.1
answered Jul 3, 2017 at 18:07
Gustavo GarciaGustavo Garcia3,38322 gold badges2222 silver badges2828 bronze badges
What worked for me was changing JAVA_HOME from file /usr/lib/R/etc/javaconf
I first checked what was my version of Java enabled : sudo update-alternatives --config java
. In my case, it was java-8-oracle
I opened the file /usr/lib/R/etc/javaconf
and replaced default-java
by java-8-oracle
:
${JAVA_HOME=/usr/lib/jvm/default-java}
replaced by :
${JAVA_HOME=/usr/lib/jvm/java-8-oracle}
And then sudo R CMD javareconf
I restarted RStudio, and could then install rJava.
answered Mar 10, 2018 at 22:14
Kevin ZarcaKevin Zarca2,73211 gold badge2020 silver badges1818 bronze badges
what I do is here:
in /etc/apt/sources.list, add:
deb http://ftp.de.debian.org/debian sid main
Note:the rjava should be latest version
2 run: sudo apt-get update sudo apt-get install r-cran-rjava
Once update the old version of rjava, then can install rhdfs_1.0.8.
answered Dec 19, 2013 at 13:45
I was facing the same problem while using Windows 10. I have solved the problem using the following procedure
Note: jdk1.8.0_201 and jre1.8.0_201 will be changed depending on the version of Java development kit and Java
To check the installation, open CMD\Type javac\Press Enter and Type java\press enter It will show
In RStudio run
Sys.setenv(JAVA_HOME="C:\\Program Files\\Java\\jdk1.8.0_201")
Note: jdk1.8.0_201 will be changed depending on the version of Java development kit
Now you can install and load rJava package without any problem.
answered Jan 16, 2019 at 9:28
UseR10085UseR100858,29244 gold badges3535 silver badges7272 bronze badges
On Arch Linux, I needed to install openjdk-src
to get a JNI path working.
In other words, these are the packages I needed to install before sudo R CMD javareconf
ran successfully:
local/jdk-openjdk 14.0.2.u12-1
OpenJDK Java 14 development kit
local/jre-openjdk 14.0.2.u12-1
OpenJDK Java 14 full runtime environment
local/jre-openjdk-headless 14.0.2.u12-1
OpenJDK Java 14 headless runtime environment
local/openjdk-src 14.0.2.u12-1
OpenJDK Java 14 sources
answered Oct 6, 2020 at 7:58
Waldir LeoncioWaldir Leoncio11.5k2020 gold badges8585 silver badges112112 bronze badges
The problem was rJava wont install in RStudio
(Version 1.0.136
). The following worked for me (macOS Sierra version 10.12.6
) (found here):
Step-1: Download and install javaforosx.dmg
from here
Step-2: Next, run the command from inside RStudio:
install.packages("rJava", type = 'source')
answered Jul 15, 2018 at 16:30
Nilesh IngleNilesh Ingle1,8931313 silver badges1717 bronze badges
Assuming you have sudo privileges and not in Ubuntu where package manager makes this easier -- I tried variations of prior answers and found this gem on Databricks blog for nonUbuntu (https://kb.databricks.com/r/install-rjava-rjdbc-libraries.html)
sudo apt-get install openjdk-8-jdk
for me-->
cd /usr/lib/jvm/java-8-openjdk-amd64/jre/lib/amd64
grep -r libjvm
output:
Binary file server/libjvm.so matches <<<<<<<<
sudo R CMD javareconf
Remove prior versions of the package and install 'rJava' from CRAN mirror in RStudio
Restart RStudio
In RStudio verify link to libjvm.so
dyn.load('/usr/lib/jvm/java-8-openjdk-amd64/jre/lib/amd64/server/libjvm.so')
library('rJava')
patrickmdnet
3,40222 gold badges3131 silver badges3636 bronze badges
answered Sep 21, 2021 at 19:06
I've encountered similar problem on Ubuntu 16.04 and was able to solve it by creating a folder named "default-java" in /usr/lib/jvm
and copying into it all the contents of the /usr/lib/jvm/java-8-oracle
. I opted for this solution as correcting JAVA_HOME environment variable turned out to be of no use.
answered Jul 31, 2016 at 11:36
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