Installing software in your home directory
Most academic software is freely available on the internet. You can email Compute Canada support staff, provide them with a URL, and ask them to install any such package so that you and other users will be able access it via a module load command. If the license terms and technical requirements are met they will make it available, typically in one or two business days.
You are permitted to install software in your own home space or project space if you wish. You might choose to do this, for example,
- if you plan to make your own modifications to the code, or
- if you wish to evaluate it quickly.
Read the installation instructions that accompany the software. These instructions often fall into one of the classes described below.
configure; make; make install
[name@server ~]$ ./configure [name@server ~]$ make [name@server ~]$ make install
is a very common instruction pattern. Variations include
cmake . replacing
sudo make install replacing
Sometimes this will work exactly as prescribed, but sometimes it will fail at
make install because the package expects to be able to write to
/usr/local or some other shared area in the file system. It will always fail if
sudo make install is attempted, because
sudo is a request for "root" or administrator privileges. The usual solution is to supply a
--prefix flag at the
configure step, to direct the installation to go to the directory of your choice, e.g.:
[name@server ~]$ ./configure --prefix=/my/project/directory/some-package && make && make install
Normally the simplest way to make use of a library on a Compute Canada system is to first load the corresponding module.
[name@server ~]$ module load library_name/x.y.z
With the module loaded, you can now modify the link phase of your build process to include the library, for example
[name@server ~]$ gcc -o my_prog file1.o file2.o -lnetcdf
if I wanted to link with the NetCDF library.
The link line needs to contain -l prefixed to the library name, which will be a file that has the extension .a or .so. The documentation for the library will typically inform you of the name of this file and, if there is more than one such file, the order in which they should be linked.
You will also need to load the library module when you wish to run this software, not only during the building of it.
Loading a library module will set environment variables CPATH and LIBRARY_PATH pointing to the location of the library itself and its header files. These environment variables are supported by most compilers (for example Intel and GCC), which will automatically try the directories listed in those environment variables during compilation and linking phases. This feature allows you you to easily link against the library without specifying its location explicitly by passing the -I and -L options to the compiler. If your make- or config- file calls for an explicit location of the library to pass to the compiler via -I and -L, you can usually omit the location of the library and leave these lines blank in the make- or config- file.
In some cases, however, particularly with cmake, it may be necessary to specify explicitly the location of the library provided by the module. The preferred and the most robust way to do so is to use an EasyBuild environment variable, EBROOT..., instead of manually typing a path. This will allow you to switch easily between toolchains without modifying the compilation instructions, and will also reduce the risk of linking a mismatched library. For example, if you need to specify the location of the GSL library, the option you provide to cmake might look like -DGSL_DIR=$EBROOTGSL. The EBROOT... environment variables adhere to the same construction pattern: EBROOT followed by the name of the package, for example EBROOTGCC.
BLAS/LAPACK and MKL
Many software packages expect the commonly used numerical linear algebra libraries BLAS and LAPACK to be available as -lblas and -llapack. This is not the case on Compute Canada systems, where these libraries are integrated with Intel's Math Kernel Library (MKL). If you are using one of the Intel compilers (e.g.
ifort, icc, icpc) then the solution is to replace -lblas and -llapack with -mkl=sequential (without internal MKL threading) or -mkl (with threading) in your compiler and linker options in order to ensure that the MKL and thus BLAS/LAPACK are used. See here for more on the significance of
sequential and other options.
If you are using a non-Intel compiler, for example the Gnu compiler collection, then you will need to explicitly list the necessary MKL libraries during the link phase. Intel provides a tool called the MKL Link Advisor to help you find the correct compiler and linker options.
The same MKL Link Advisor tool is also useful if you receive "undefined reference" errors while using Intel compilers and
There are other open source alternatives for BLAS and LAPACK that can be downloaded, built, and used:
If you use any of these, be sure to build them with suitable optimizations using recent compilers. If possible, verify their efficiency relative to other implementations. The reference implementation in particular is not optimized for performance; it is not recommended for work where speed is important. CLAPACK uses the reference implementation so it is also not recommended.
apt-get and yum
If the software includes instructions to run
yum, it is unlikely that you will be able to install it using those instructions. Look for instructions that say "to build from source", or contact support for assistance.
Python, R, and Perl packages
Python, R, and Perl are languages with large libraries of extension packages, and package managers that can easily install almost any desired extension in your home directory. See the page for each language to find out if the package you're looking for is already available on our systems. If it is not, you should also find detailed guidance there on using that language's package manager to install it for yourself.
Installing binary packages
If you install pre-compiled binaries in your home directory (for example Miniconda) they may fail using errors such as
/lib64/libc.so.6: version `GLIBC_2.18' not found. Often such binaries can be patched using our
setrpaths.sh script, using the syntax
setrpaths.sh --path path [--add_origin] where path refers to the directory where you installed that software. This script will make sure that the binaries use the correct interpreter, and search for the libraries they are dynamically linked to in the correct folder. The option
--add_origin will also add $ORIGIN to the RUNPATH. This is sometimes helpful if the library cannot find other libraries in the same folder as itself.
- Some archive file, such as java (
.jarfiles) or python wheels (
.whlfiles) may contain shared objects that need to be patched. The
setrpaths.shscript extracts and patches these objects and updates the archive.
The Compute Canada software stack
Almost all software that is used on the new clusters is distributed centrally, using the CVMFS file system. What this means in practise is that this software is not installed under
/usr/include, and so on, as it would be in a typical Linux distribution, but instead somewhere under
/cvmfs/soft.computecanada.ca, and is identical on all new clusters.
The core of this software stack is provided by the
gentoo//2020 module, which is loaded by default. This stack, internally managed using the Gentoo package manager, is located at
/cvmfs/soft.computecanada.ca/gentoo/2020/usr. The environment variable
$EBROOTGENTOO should be used to refer to this path.
Under this location you can find all of the common packages typically included with Linux distributions, for instance
grep, and so on. Typically, when you compile some software, the compiler and linker will automatically look for header files and libraries in the right location (via the environment variables
Some software, however, has been hard-coded to look under
/usr. If that is the case, the compilation will typically fail, and needs to be explicitly told about
$EBROOTGENTOO. Sometimes that means adjusting a Makefile, sometimes it needs to be specified in a certain
--with- flag for the configure script, or a configuration file needs to be edited. If you are not sure how to do this please do not hesitate to ask for help.
Similarly, if a package depends on a library that is provided by a module other than
gentoo, you may need to provide the location of the header files and libraries of that module. Those other modules also provide an environment variable that starts with EBROOT and ends with the capitalized module name. For example, after you issue the command
module load hdf5, you can find its installation in
$EBROOTHDF5, its header files in
$EBROOTHDF5/include, its library files in
$EBROOTHDF5/lib, and so on.
If a header file or library that would usually be provided by an RPM or other package manager in a typical Linux distribution is neither present via
gentoo or via another module, please let us know. Most likely it can be easily added to the existing stack.
- all binaries under
/cvmfs/soft.computecanada.cause what is called a RUNPATH, which means that the directories for the runtime libraries that these binaries depend on are put inside the binary. That means it is generally not necessary to use
$LD_LIBRARY_PATH. In fact,
$LD_LIBRARY_PATHoverrides this runpath and you should not set that environment variable to locations such as
$EBROOTGENTOO/lib64. Many binaries will no longer work if you attempt this.
- if all else fails you can use
module --force purgeto remove the CVMFS environment. You are then left with a bare-bones CentOS-7 installation without modules. This may help for special situations such as compiling GCC yourself or using custom toolchains such as the MESA SDK. Purging modules would then only be necessary when you compile such software; the modules can be reloaded when running it.
Compiling on compute nodes
In most situations you can compile on the login nodes. However, if the code needs to be built on a node
- with a GPU, or
- with a Skylake CPU,
then you should start an interactive job on a host with the hardware you need, and compile from there.