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## page was renamed from EMAN2/COMPILE_EMAN2_ANACONDA/2.9 ## page was renamed from EMAN2/COMPILE_EMAN2_ANACONDA ## page was renamed from EMAN2/COMPILE_EMAN2_ANACONDA-DRAFT |
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= Anaconda based Build, All Platforms (except Windows) = EMAN2 source lives on [[https://github.com/cryoem/eman2|GitHub]], downloading the source is part of the instructions below. Do not check it out yet. EMAN2 has a number of dependencies, the most important of which is Python, and some of these dependencies require specific versions. Rather than struggling with system library incompatibilities and other issues, EMAN2 has adopted Anaconda as its install environment. This (FOSS) system provides a cross-platform compatible environment in which specific library versions can be installed without interfering with anything else on the system, and can support multiple such environments within one Anaconda installation. While it ''may'' still be possible to compile EMAN2 without Anaoconda, this is an unsupported approach, and you should anticipate a fair amount of effort. If you follow the instructions below, you should have a painless source build (Linux/Mac only) very quickly. |
= Building EMAN2/SPARX/SPHIRE from Source = ''The EMAN2 source lives on [[https://github.com/cryoem/eman2|GitHub]], downloading the source is part of the instructions below. '''Do not download it yet!''' '' These are the standard instructions for establishing a build and runtime environment for EMAN2/SPARX/SPHIRE on Linux and Mac. While the instructions look long, in reality it should only take 10-15 minutes to complete the entire process (with a decent network connection). This build uses [[https://www.anaconda.com/distribution/|Anaconda/Miniconda]] for a working environment and most of the dependencies. Anaconda has become ubiquitous for Python and R-based scientific computing and education over the last decade. While it may be possible to build the system without using Anaconda, we do not recommend doing this, and cannot provide support for a non-Anaconda approach. If you follow the instructions below, you should have a painless source build very quickly. |
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=== GPU Support === | === GPU Support (Linux Only!) === |
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== Installing EMAN2/SPHIRE/SPARX from source == | == Building and Installing EMAN2/SPHIRE/SPARX == |
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=== Initial Setup === 1. If you do not have Anaconda/Miniconda (or another copy of EMAN2/SPARX/SPHIRE) already installed in your account, skip to the next step. If you DO have Anaconda or Miniconda installed in your account, these instructions will be installing a new complete copy of Miniconda, so you must insure that any existing install you have is not active in your shell (not in PATH, no LD_LIBRARY_PATH or PYTHONPATH set). While it may also be possible to set up an environment for EMAN2 in your existing install, you would need to adapt these instructions to your own situation yourself to do that. |
=== Initial Setup and Build (one time) === 1. '''Remove/deactivate other Anaconda installs.''' If you do not have Anaconda/Miniconda (or another copy of EMAN2/SPARX/SPHIRE) already installed in your account, skip to step 2. If you DO have Anaconda or Miniconda installed in your account, you must ensure that any existing install you have is not active in your shell (not in PATH, no LD_LIBRARY_PATH or PYTHONPATH set). While it may also be possible to set up an environment for EMAN2 in your existing Anaconda install, you will need to know what you're doing, and adapt these instructions to your situation. |
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1. Download and install this version of '''Miniconda''' for [[https://repo.continuum.io/miniconda/Miniconda3-4.6.14-Linux-x86_64.sh|Linux]] or [[https://repo.continuum.io/miniconda/Miniconda3-4.6.14-MacOSX-x86_64.sh|MacOSX]]. | 1. '''Download and install''' '''''this specific version (4.8.3) of''''' '''Miniconda''': [[https://repo.anaconda.com/miniconda/Miniconda3-py37_4.8.3-Linux-x86_64.sh|Linux]] or [[https://repo.anaconda.com/miniconda/Miniconda3-py37_4.8.3-MacOSX-x86_64.sh|MacOSX]] |
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1. Initialize conda for shell interaction. These instructions will depend on what shell you use. The default on most systems is ''bash''. If you use a different shell ( ''tsch'', ''zsh'', ... ), you will need to take this into account: | 1. '''Initialize conda for shell interaction.''' These instructions will depend on what shell you use. The default on most systems is ''bash''. If you use a different shell ( ''tsch'', ''zsh'', ... ), you will need to take this into account: |
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# we suggest the following, meaning you will need to use ''conda activate'' after logging in before using EMAN2 conda config --set auto_activate_base False |
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1. Configure conda. a. Do not update conda automatically. '''(Strongly recommended)''' {{{#!highlight bash |
1. '''Configure and update conda.''' {{{#!highlight bash # Automatic Anaconda/Miniconda updates may cause things to break, so we suggest making all package upgrades explicitly # The current version verified to work with EMAN is '''conda 4.9.1''' |
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}}} This is to prevent automatic upgrades of conda which sometimes introduce breaking changes. The latest version known to work with EMAN is '''conda 4.6.14'''. a. If you don't want conda's '''base''' environment to be activated automatically. '''(Optional)''' {{{#!highlight bash conda config --set auto_activate_base False }}} The current default behavior is to automatically activate the base environment. This adds the base environment to PATH and the shell prompt displays the name of the environment. If these are not desired, turn the auto activation off. 1. Create a new environment with the dependencies. For the [[https://github.com/cryoem/eman-deps-feedstock/blob/v15.1/recipe/meta.yaml#L9-L53|list of conda dependencies]] that '''eman-deps''' is built from, click [[https://github.com/cryoem/eman-deps-feedstock/blob/v15.1/recipe/meta.yaml#L9-L53|here]]. {{{#!highlight bash conda create -n eman eman-deps=15.1 cmake=3.14 -c cryoem -c defaults -c conda-forge }}} |
# Flexible channel priority works better for eman-deps conda config --set channel_priority flexible # Update base environment to get the latest conda conda update --all -n base }}} 1. '''Create a new environment''' with EMAN2 dependencies. ''eman2'' below is the name of the environment. You may make this whatever you like, as long as you remember to use the same name when doing ''conda activate''. Note that this name will appear as part of your prompt when activated, so you may want to keep it short. {{{#!highlight bash #In order to use the latest version of eman-deps-dev check the latest version here: https://anaconda.org/cryoem/eman-deps-dev. # By default the newest version is used. conda create -n eman2 eman-deps-dev -c cryoem -c defaults -c conda-forge }}} If you wish to see the list of conda dependencies that '''eman-deps''' is built from, look [[https://github.com/cryoem/eman-deps-feedstock/blob/master/recipe/meta.yaml|here]]. {{{{#!wiki caution '''MacOS Big Sur Users''' The new Big Sur MacOS release (fall 2020) broke some things in Python, which are only now (Dec 2020) getting fixed. These fixes have not yet made their way into Anaconda. If you experience an error similar to "Unable to load OpenGL library", install a patched pyopengl package from cryoem channel. {{{#!shell conda install pyopengl -c cryoem }}} '''OR''' This quick fix seems to provide a temporary solution until Anaconda gets the necessary updates: You need to go into your miniconda3 or anaconda3 folder and find this file (the path may be slightly different on your install, but you should be able to find it): ''~/anaconda3/envs/eman2/lib/python3.7/site-packages/OpenGL/platform/ctypesloader.py'' Around line 80 you should find a line like: '' fullName = util.find_library( name )'' change this line to: '' fullName = '/System/Library/Frameworks/' + name + '.framework/' + name '' (important to use 8 spaces before fullName, not a <tab>) }}}} |
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== EMAN Daily Development == 1. '''Activate''' your environment. {{{#!highlight bash conda activate eman |
1. '''Activate''' your environment. If you used a different name above, use it here too. {{{#!highlight bash conda activate eman2 |
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git checkout <branch> git pull --rebase }}} |
git fetch --all --prune git checkout master }}} 1. Ensure you have OpenGL * EMAN2 uses OpenGL (via !PyQt) for all of its graphics. OpenGL installation depends on OS variant and, for example, whether you are using proprietary NVidia drivers under Linux. You will need to have OpenGL set up on your machine as a whole before continuing. On the Mac, you should already have this with XCode. On Linux with an NVidia driver you will likely also need to install the Mesa header files. If you aren't sure how to set up OpenGL, Google can probably help. |
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{{{#!highlight bash | 1. '''CMake''' {{{#!highlight bash |
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cmake <source-directory> # - eg $HOME/src/eman2. On linux, also add -DENABLE_OPTIMIZE_MACHINE=ON }}} * If you use '''cmake-gui''', since conda is not in PATH anymore, cmake will fail to find the environment directory. In that case set CONDA_PREFIX to your conda environment directory manually. * Make sure to delete any cmake variables that cmake already found, variables like *_LIBRARY or similar, *_INCLUDE_PATH or similar, CONDA_EXECUTABLE, CMAKE_INSTALL_PREFIX and any variables that are expected to contain conda environment related values. * Configure and generate in cmake. {{{#!highlight bash |
# on Mac: cmake <source-directory> # - eg $HOME/src/eman2, optionally add -DCMAKE_VERBOSE_MAKEFILE # on Linux: cmake <source-directory> -DENABLE_OPTIMIZE_MACHINE=ON # - eg $HOME/src/eman2, optionally add -DCMAKE_VERBOSE_MAKEFILE }}} * '''cmake-gui''' * If you use '''cmake-gui''', since conda is not in PATH anymore, cmake will fail to find the environment directory. In that case set CONDA_PREFIX to your conda environment directory manually. * Make sure to delete any cmake variables that cmake already found, variables like *_LIBRARY or similar, *_INCLUDE_PATH or similar, CONDA_EXECUTABLE, CMAKE_INSTALL_PREFIX and any variables that are expected to contain conda environment related values. * Configure and generate. * '''ccmake''' * If you use '''ccmake''', you may get an error related to OpenGL. If this happens try quitting ccmake and running it again. 1. '''Make''' {{{#!highlight bash make -j 8 make install }}} Note that the '''make -j 8''' above will compile using 8 threads. On some machines omitting the 8 will compile faster and cause no problems, and if you have more than 8 threads on your machine, you can increase the number. 1. '''Test your installation.''' We do NOT recommend this for end-users. A failure does NOT necessarily indicate an installation problem. These commands are mostly provided for developers actively changing the code to detect harmful changes before committing them. Sometimes the system will have a failing test, and still be absolutely fine. {{{#!highlight bash make test # if everything passes you are fine, if there are failures, please ask. A failure does not necessarily mean a bad build, it may be a problem with the test. make test-verbose # verbose test output to help to identify specific failures }}} {{{#!wiki note For debugging and reporting, see [[#debug_and_report|Debugging and Reporting]]. }}} == EMAN Daily Development (updating code, etc) == When you start a new shell, these are the steps you will need to take before running EMAN2 programs or compiling the system: 1. '''Activate''' your environment. If you used a different name above, use it here too. {{{#!highlight bash conda activate eman2 }}} 1. '''Update'''. Periodically you should update your source using standard git techniques. If you are not modifying EMAN, just compiling from source, you just need to periodically: {{{#!highlight bash cd <source-directory> # <path-where-you-want-eman2-source>/eman2 git pull }}} 1. '''Build EMAN''' {{{#!highlight bash cd <build-directory> make -j # if there are build problems, before reporting them, try rerunning cmake (above) first make install }}} 1. '''Other Environments'''. To switch to another conda environment (stop working with EMAN2), first deactivate your current environment. {{{#!highlight bash conda deactivate }}} {{{#!wiki note For debugging and reporting, see [[#debug_and_report|Debugging and Reporting]]. }}} <<Anchor(debug_and_report)>> == Debugging and Reporting == Please, include the output of the following items when reporting a problem. 1. If '''make test''' fails, run the verbose tests. {{{#!highlight bash make test-verbose }}} 1. In the source directory, run {{{#!highlight bash git status git log -1 }}} 1. {{{#!highlight bash conda info -a conda list # This is not always needed. # It will print urls of packages and should be needed # only if the previous output is not sufficient. conda list --explicit }}} 1. In the build directory, run {{{#!highlight bash cmake . -LA }}} === Alternatively... === It could be better to record the session via '''script'''. This, also, records the commands. 1. {{{#!highlight bash script filename.txt conda activate eman2 cd <source-dir> git status git log -1 cd <build-dir> rm CMakeCache.txt cmake <source-dir> make clean |
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}}} 1. You may also wish to run {{{#!highlight bash make test # if everything passes you are fine, if there are failures, you are welcome to ask make test-verbose # verbose test output to help to identify specific failures }}} 1. To switch to another conda environment, first deactivate your current environment. {{{#!highlight bash |
make test-verbose conda info -a conda list conda list --explicit cmake . -LA |
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}}} | exit # or Ctrl+D }}} 1. Send '''filename.txt'''. |
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The approach above will install EMAN with a precompiled version of OpenMPI, which may or may not work with the batch queuing system on your cluster. If it does not work, the symptom will be that MPI parallel jobs will use only a single node, no matter how many you have allocated in your job. If this happens please see the linux cluster installations on the [[EMAN2/Install/BinaryInstallAnaconda/2.31#Linux_Clusters|binary install page]]. Those instructions should also work with either of the source-based installations below. | The approach above will install EMAN with a precompiled version of OpenMPI, which may or may not work with the batch queuing system on your cluster. If it does not work, the symptom will be that MPI parallel jobs will use only a single node, no matter how many you have allocated in your job. Currently, we do not have alternative OpenMPI installation instructions. |
Contents
Building EMAN2/SPARX/SPHIRE from Source
The EMAN2 source lives on GitHub, downloading the source is part of the instructions below. Do not download it yet!
These are the standard instructions for establishing a build and runtime environment for EMAN2/SPARX/SPHIRE on Linux and Mac. While the instructions look long, in reality it should only take 10-15 minutes to complete the entire process (with a decent network connection). This build uses Anaconda/Miniconda for a working environment and most of the dependencies. Anaconda has become ubiquitous for Python and R-based scientific computing and education over the last decade. While it may be possible to build the system without using Anaconda, we do not recommend doing this, and cannot provide support for a non-Anaconda approach. If you follow the instructions below, you should have a painless source build very quickly.
Note that even with a source build it may be difficult to get this working on systems with very old operating system installs. We normally try to support OS versions as much as 5-7 years old. Please report any problems.
GPU Support (Linux Only!)
For features which support the GPU, please complete the standard source install instructions below, then follow the GPU instructions from the binary installation page.
Building and Installing EMAN2/SPHIRE/SPARX
Anaconda comes in two flavors Anaconda which is a full featured system with many libraries and capabilities built in, and Miniconda which is a stripped down version of the system. Both systems are the same, it is just a question of which packages come preinstalled. These instructions are based on the smaller Miniconda install. You may also have success with Anaconda, but a better approach may be to install Miniconda, then add in any extra packages you actually need.
We make use of the environment system in Anaconda to isolate EMAN2 dependencies from other Anaconda packages you may have installed. If you need to install other packages you wish to use in concert with EMAN2, you will need to install them within the EMAN2 environment. Be warned that sometimes installing another package may trigger a version change in one of EMAN2's dependencies, which may or may not be a problem, depending on which dependency it is. We strongly suggest getting the base EMAN2 installed and working first, before trying to install any additional packages within the same Anaconda environment.
Initial Setup and Build (one time)
Remove/deactivate other Anaconda installs. If you do not have Anaconda/Miniconda (or another copy of EMAN2/SPARX/SPHIRE) already installed in your account, skip to step 2. If you DO have Anaconda or Miniconda installed in your account, you must ensure that any existing install you have is not active in your shell (not in PATH, no LD_LIBRARY_PATH or PYTHONPATH set). While it may also be possible to set up an environment for EMAN2 in your existing Anaconda install, you will need to know what you're doing, and adapt these instructions to your situation.
1 echo $PATH 2 # make sure no Anaconda/Miniconda/EMAN2 entries 3 echo $LD_LIBRARY_PATH 4 echo $PYTHONPATH 5 # ideally, both return nothing. If it set to something it is possible that it may interfere with Anaconda 6 # strongly suggest at least during the install, ''unset'' both of these. After installation you can test 7 # to see if they cause any issues 8
Download and install this specific version (4.8.3) of Miniconda: Linux or MacOSX
and follow the prompts. When you see Do you wish the installer to initialize Miniconda3 by running conda init?, say no, then move on to the next step.
Initialize conda for shell interaction. These instructions will depend on what shell you use. The default on most systems is bash. If you use a different shell ( tsch, zsh, ... ), you will need to take this into account:
1 # for bash-like shells, such as bash and zsh 2 source <miniconda-path>/etc/profile.d/conda.sh 3 4 # for csh-like shells, such as csh and tcsh: 5 source <miniconda-path>/etc/profile.d/conda.csh 6 7 # <shell-name> is bash, fish, powershell, tcsh, xonsh or zsh 8 conda init <shell-name> 9 10 # we suggest the following, meaning you will need to use ''conda activate'' after logging in before using EMAN2 11 conda config --set auto_activate_base False
As it says after you run this command, you will need to close and reopen your shell/terminal for it to take effect. This command modified your shell initialization so the conda activate command can be used properly. For more information on conda-init and activation, see Environment Activation.
MacOS Users (bash only)
On MacOS, this modifies ~/.bash_profile. If you have a ~/.profile startup file, creation of ~/.bash_profile will prevent ~/.profile from being read. A simple solution is to source .profile within .bash_profile.
For differences between login- and non-login shells and order of reading the startup files on Mac OSX, see, https://www.anintegratedworld.com/basics-of-osx-bashrc-v-profile-v-bash_profile/.
Configure and update conda.
1 # Automatic Anaconda/Miniconda updates may cause things to break, so we suggest making all package upgrades explicitly 2 # The current version verified to work with EMAN is '''conda 4.9.1''' 3 conda config --set auto_update_conda False 4 5 # Flexible channel priority works better for eman-deps 6 conda config --set channel_priority flexible 7 8 # Update base environment to get the latest conda 9 conda update --all -n base
Create a new environment with EMAN2 dependencies. eman2 below is the name of the environment. You may make this whatever you like, as long as you remember to use the same name when doing conda activate. Note that this name will appear as part of your prompt when activated, so you may want to keep it short.
If you wish to see the list of conda dependencies that eman-deps is built from, look here.
MacOS Big Sur Users
The new Big Sur MacOS release (fall 2020) broke some things in Python, which are only now (Dec 2020) getting fixed. These fixes have not yet made their way into Anaconda. If you experience an error similar to "Unable to load OpenGL library", install a patched pyopengl package from cryoem channel.
conda install pyopengl -c cryoem
OR
This quick fix seems to provide a temporary solution until Anaconda gets the necessary updates:
You need to go into your miniconda3 or anaconda3 folder and find this file (the path may be slightly different on your install, but you should be able to find it):
~/anaconda3/envs/eman2/lib/python3.7/site-packages/OpenGL/platform/ctypesloader.py
Around line 80 you should find a line like:
fullName = util.find_library( name )
change this line to:
fullName = '/System/Library/Frameworks/' + name + '.framework/' + name
(important to use 8 spaces before fullName, not a <tab>)
Get EMAN code from GitHub:cryoem/eman2.
Create a build directory (out-of-source builds are recommended).
Activate your environment. If you used a different name above, use it here too.
1 conda activate eman2
Checkout source code and pull from the remote.
- Ensure you have OpenGL
EMAN2 uses OpenGL (via PyQt) for all of its graphics. OpenGL installation depends on OS variant and, for example, whether you are using proprietary NVidia drivers under Linux. You will need to have OpenGL set up on your machine as a whole before continuing. On the Mac, you should already have this with XCode. On Linux with an NVidia driver you will likely also need to install the Mesa header files. If you aren't sure how to set up OpenGL, Google can probably help.
Build EMAN
CMake
cmake-gui
If you use cmake-gui, since conda is not in PATH anymore, cmake will fail to find the environment directory. In that case set CONDA_PREFIX to your conda environment directory manually.
- Make sure to delete any cmake variables that cmake already found, variables like *_LIBRARY or similar, *_INCLUDE_PATH or similar, CONDA_EXECUTABLE, CMAKE_INSTALL_PREFIX and any variables that are expected to contain conda environment related values.
- Configure and generate.
ccmake
If you use ccmake, you may get an error related to OpenGL. If this happens try quitting ccmake and running it again.
Make
Note that the make -j 8 above will compile using 8 threads. On some machines omitting the 8 will compile faster and cause no problems, and if you have more than 8 threads on your machine, you can increase the number.
Test your installation. We do NOT recommend this for end-users. A failure does NOT necessarily indicate an installation problem. These commands are mostly provided for developers actively changing the code to detect harmful changes before committing them. Sometimes the system will have a failing test, and still be absolutely fine.
For debugging and reporting, see Debugging and Reporting.
EMAN Daily Development (updating code, etc)
When you start a new shell, these are the steps you will need to take before running EMAN2 programs or compiling the system:
Activate your environment. If you used a different name above, use it here too.
1 conda activate eman2
Update. Periodically you should update your source using standard git techniques. If you are not modifying EMAN, just compiling from source, you just need to periodically:
Build EMAN
Other Environments. To switch to another conda environment (stop working with EMAN2), first deactivate your current environment.
1 conda deactivate
For debugging and reporting, see Debugging and Reporting.
Debugging and Reporting
Please, include the output of the following items when reporting a problem.
If make test fails, run the verbose tests.
1 make test-verbose
- In the source directory, run
- In the build directory, run
1 cmake . -LA
Alternatively...
It could be better to record the session via script. This, also, records the commands.
1 script filename.txt 2 3 conda activate eman2 4 5 cd <source-dir> 6 git status 7 git log -1 8 9 cd <build-dir> 10 rm CMakeCache.txt 11 cmake <source-dir> 12 make clean 13 make -j 14 make install 15 make test-verbose 16 17 conda info -a 18 conda list 19 conda list --explicit 20 21 cmake . -LA 22 23 conda deactivate 24 25 exit # or Ctrl+D 26
Send filename.txt.
Linux Clusters
The approach above will install EMAN with a precompiled version of OpenMPI, which may or may not work with the batch queuing system on your cluster. If it does not work, the symptom will be that MPI parallel jobs will use only a single node, no matter how many you have allocated in your job. Currently, we do not have alternative OpenMPI installation instructions.