Установка БиоКондуктора в Linux

Я знаю, что этот вопрос задавался несколько раз, но я не могу найти ответ из ответов здесь, в StackOverflow, или на странице установки BioConductor здесь. Я установил и обновил R до последней версии 3.1.3, которая явно предназначена для работы с BioConductor 3.0 на странице установки.

Затем я установил BioConductor и убедился, что все обновлено, используя следующие команды:

source("http://bioconductor.org/biocLite.R")
biocLite(ask=FALSE)
biocLite("BiocUpgrade")

Все до этого момента работает просто отлично, но затем, когда я перехожу к установке любого из пакетов BioConductor, используя, например:

biocLite(c("flowCore"))

Я получу несколько ошибок, как показано ниже:

1: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
installation of package ‘robustbase’ had non-zero exit status

Я так понимаю, что эта ошибка указывает на несоответствие версии между R и пакетом, и все же похоже, что все из BioConductor должно работать с версией R 3.1.3.

Когда я пытаюсь установить пакеты, перечисленные в ошибках, вручную, используя, например:

install.packages("robustbase", dependencies=TRUE)

И я получу тот же тип ошибки, что и выше, с ненулевым статусом выхода.

Кто-нибудь знает лучший способ обойти это? Я предполагаю, что мне не нужно переходить на предыдущую версию R или что-то в этом роде, но я действительно не уверен, что делать на этом этапе. Спасибо.

Как указано в комментариях ниже, полный вывод установки пакета flowCore с использованием следующего кода приведен ниже:

biocLite(c("flowCore"))

Выход:

    BioC_mirror: http://bioconductor.org
Using Bioconductor version 3.0 (BiocInstaller 1.16.2), R version 3.1.3.
Installing package(s) 'flowCore'
also installing the dependencies ‘robustbase’, ‘mvtnorm’, ‘cluster’, ‘pcaPP’, ‘rrcov’

trying URL 'http://cran.rstudio.com/src/contrib/robustbase_0.92-3.tar.gz'
Content type 'application/x-gzip' length 3144393 bytes (3.0 MB)
opened URL
==================================================
downloaded 3.0 MB

trying URL 'http://cran.rstudio.com/src/contrib/mvtnorm_1.0-2.tar.gz'
Content type 'application/x-gzip' length 155092 bytes (151 KB)
opened URL
==================================================
downloaded 151 KB

trying URL 'http://cran.rstudio.com/src/contrib/cluster_2.0.1.tar.gz'
Content type 'application/x-gzip' length 280102 bytes (273 KB)
opened URL
==================================================
downloaded 273 KB

trying URL 'http://cran.rstudio.com/src/contrib/pcaPP_1.9-60.tar.gz'
Content type 'application/x-gzip' length 191565 bytes (187 KB)
opened URL
==================================================
downloaded 187 KB

trying URL 'http://cran.rstudio.com/src/contrib/rrcov_1.3-8.tar.gz'
Content type 'application/x-gzip' length 992215 bytes (968 KB)
opened URL
==================================================
downloaded 968 KB

trying URL 'http://bioconductor.org/packages/3.0/bioc/src/contrib/flowCore_1.32.2.tar.gz'
Content type 'application/x-gzip' length 8962871 bytes (8.5 MB)
opened URL
==================================================
downloaded 8.5 MB

* installing *source* package ‘robustbase’ ...
** package ‘robustbase’ successfully unpacked and MD5 sums checked
** libs
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c R-rng4ftn.c -o R-rng4ftn.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c eigen.f -o eigen.o
/bin/bash: gfortran: command not found
make: *** [eigen.o] Error 127
ERROR: compilation failed for package ‘robustbase’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/robustbase’
* installing *source* package ‘mvtnorm’ ...
** package ‘mvtnorm’ successfully unpacked and MD5 sums checked
** libs
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c C_FORTRAN_interface.c -o C_FORTRAN_interface.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c miwa.c -o miwa.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c mvt.f -o mvt.o
/bin/bash: gfortran: command not found
make: *** [mvt.o] Error 127
ERROR: compilation failed for package ‘mvtnorm’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/mvtnorm’
* installing *source* package ‘cluster’ ...
** package ‘cluster’ successfully unpacked and MD5 sums checked
** libs
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c clara.c -o clara.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c daisy.f -o daisy.o
/bin/bash: gfortran: command not found
make: *** [daisy.o] Error 127
ERROR: compilation failed for package ‘cluster’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/cluster’
ERROR: dependency ‘mvtnorm’ is not available for package ‘pcaPP’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/pcaPP’
ERROR: dependencies ‘robustbase’, ‘mvtnorm’, ‘cluster’, ‘pcaPP’ are not available for package ‘rrcov’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/rrcov’
ERROR: dependency ‘rrcov’ is not available for package ‘flowCore’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/flowCore’

The downloaded source packages are in
    ‘/tmp/RtmpB8elmi/downloaded_packages’
Warning messages:
1: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘robustbase’ had non-zero exit status
2: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘mvtnorm’ had non-zero exit status
3: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘cluster’ had non-zero exit status
4: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘pcaPP’ had non-zero exit status
5: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘rrcov’ had non-zero exit status
6: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘flowCore’ had non-zero exit status

Итак, я установил gfortran и все еще получаю аналогичные ошибки, хотя, похоже, он немного дальше (похоже, проблема с llapack и lblas, но я не уверен, что это такое, я не нахожу их с помощью поиска apt-cache:

> biocLite(c("flowCore"))
BioC_mirror: http://bioconductor.org
Using Bioconductor version 3.0 (BiocInstaller 1.16.2), R version 3.1.3.
Installing package(s) 'flowCore'
also installing the dependencies ‘robustbase’, ‘mvtnorm’, ‘cluster’, ‘pcaPP’, ‘rrcov’

trying URL 'http://cran.rstudio.com/src/contrib/robustbase_0.92-3.tar.gz'
Content type 'application/x-gzip' length 3144393 bytes (3.0 MB)
opened URL
==================================================
downloaded 3.0 MB

trying URL 'http://cran.rstudio.com/src/contrib/mvtnorm_1.0-2.tar.gz'
Content type 'application/x-gzip' length 155092 bytes (151 KB)
opened URL
==================================================
downloaded 151 KB

trying URL 'http://cran.rstudio.com/src/contrib/cluster_2.0.1.tar.gz'
Content type 'application/x-gzip' length 280102 bytes (273 KB)
opened URL
==================================================
downloaded 273 KB

trying URL 'http://cran.rstudio.com/src/contrib/pcaPP_1.9-60.tar.gz'
Content type 'application/x-gzip' length 191565 bytes (187 KB)
opened URL
==================================================
downloaded 187 KB

trying URL 'http://cran.rstudio.com/src/contrib/rrcov_1.3-8.tar.gz'
Content type 'application/x-gzip' length 992215 bytes (968 KB)
opened URL
==================================================
downloaded 968 KB

trying URL 'http://bioconductor.org/packages/3.0/bioc/src/contrib/flowCore_1.32.2.tar.gz'
Content type 'application/x-gzip' length 8962871 bytes (8.5 MB)
opened URL
==================================================
downloaded 8.5 MB

* installing *source* package ‘robustbase’ ...
** package ‘robustbase’ successfully unpacked and MD5 sums checked
** libs
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c R-rng4ftn.c -o R-rng4ftn.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c eigen.f -o eigen.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c init.c -o init.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c lmrob.c -o lmrob.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c mc.c -o mc.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c monitor.c -o monitor.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c qn_sn.c -o qn_sn.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c rf-common.f -o rf-common.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c rffastmcd.f -o rffastmcd.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c rfltsreg.f -o rfltsreg.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c rllarsbi.f -o rllarsbi.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c rob-utils.c -o rob-utils.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c rowMedians.c -o rowMedians.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c wgt_himed.c -o wgt_himed.o
gcc -std=gnu99 -shared -L/usr/lib/R/lib -Wl,-Bsymbolic-functions -Wl,-z,relro -o robustbase.so R-rng4ftn.o eigen.o init.o lmrob.o mc.o monitor.o qn_sn.o rf-common.o rffastmcd.o rfltsreg.o rllarsbi.o rob-utils.o rowMedians.o wgt_himed.o -llapack -lblas -lgfortran -lm -lquadmath -lgfortran -lm -lquadmath -L/usr/lib/R/lib -lR
/usr/bin/ld: cannot find -llapack
/usr/bin/ld: cannot find -lblas
collect2: error: ld returned 1 exit status
make: *** [robustbase.so] Error 1
ERROR: compilation failed for package ‘robustbase’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/robustbase’
* installing *source* package ‘mvtnorm’ ...
** package ‘mvtnorm’ successfully unpacked and MD5 sums checked
** libs
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c C_FORTRAN_interface.c -o C_FORTRAN_interface.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c miwa.c -o miwa.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c mvt.f -o mvt.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c mvtnorm-init.c -o mvtnorm-init.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c tvpack.f -o tvpack.o
gcc -std=gnu99 -shared -L/usr/lib/R/lib -Wl,-Bsymbolic-functions -Wl,-z,relro -o mvtnorm.so C_FORTRAN_interface.o miwa.o mvt.o mvtnorm-init.o tvpack.o -lgfortran -lm -lquadmath -L/usr/lib/R/lib -lR
installing to /home/alex/R/x86_64-pc-linux-gnu-library/3.1/mvtnorm/libs
** R
** inst
** preparing package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (mvtnorm)
* installing *source* package ‘cluster’ ...
** package ‘cluster’ successfully unpacked and MD5 sums checked
** libs
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c clara.c -o clara.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c daisy.f -o daisy.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c dysta.f -o dysta.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c fanny.c -o fanny.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c init.c -o init.o
gfortran   -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4  -c mona.f -o mona.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c pam.c -o pam.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c sildist.c -o sildist.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c spannel.c -o spannel.o
gcc -std=gnu99 -I/usr/share/R/include -DNDEBUG      -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c twins.c -o twins.o
gcc -std=gnu99 -shared -L/usr/lib/R/lib -Wl,-Bsymbolic-functions -Wl,-z,relro -o cluster.so clara.o daisy.o dysta.o fanny.o init.o mona.o pam.o sildist.o spannel.o twins.o -lgfortran -lm -lquadmath -L/usr/lib/R/lib -lR
installing to /home/alex/R/x86_64-pc-linux-gnu-library/3.1/cluster/libs
** R
** data
*** moving datasets to lazyload DB
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** testing if installed package can be loaded
* DONE (cluster)
* installing *source* package ‘pcaPP’ ...
** package ‘pcaPP’ successfully unpacked and MD5 sums checked
** libs
g++ -I/usr/share/R/include -DNDEBUG -DR_PACKAGE_FILE     -fpic  -g -O2 -fstack-protector --param=ssp-buffer-size=4 -Wformat -Werror=format-security -D_FORTIFY_SOURCE=2 -g  -c L1Median_HoCr.cpp -o L1Median_HoCr.o
/bin/bash: g++: command not found
make: *** [L1Median_HoCr.o] Error 127
ERROR: compilation failed for package ‘pcaPP’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/pcaPP’
ERROR: dependencies ‘robustbase’, ‘pcaPP’ are not available for package ‘rrcov’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/rrcov’
ERROR: dependency ‘rrcov’ is not available for package ‘flowCore’
* removing ‘/home/alex/R/x86_64-pc-linux-gnu-library/3.1/flowCore’

The downloaded source packages are in
    ‘/tmp/RtmpB8elmi/downloaded_packages’
Warning messages:
1: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘robustbase’ had non-zero exit status
2: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘pcaPP’ had non-zero exit status
3: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘rrcov’ had non-zero exit status
4: In install.packages(pkgs = pkgs, lib = lib, repos = repos, ...) :
  installation of package ‘flowCore’ had non-zero exit status