Move OSX dynamic libraries into package
OSX utilities to:
- find dynamic libraries imported from python extensions
- copy needed dynamic libraries to directory within package
- update OSX install_names and rpath to cause code to load from copies of libraries
- delocate-listdeps – show libraries a tree depends on
- delocate-path – copy libraries a tree depends on into the tree and relink
- delocate-wheel – rewrite wheel having copied and relinked library dependencies into the wheel tree.
auditwheel is a tool for Linux similar to delocate, on which it was based.
Let’s say you have built a wheel somewhere, but it’s linking to dynamic libraries elsewhere on the machine, so you can’t distribute it, because others may not have these same libraries. Here we analyze the dependencies for a scipy wheel:
$ delocate-listdeps scipy-0.14.0b1-cp34-cp34m-macosx_10_6_intel.whl /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libgcc_s.1.dylib /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libgfortran.3.dylib /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libquadmath.0.dylib
By default, this does not include libraries in /usr/lib and /System. See those too with:
$ delocate-listdeps --all scipy-0.14.0-cp34-cp34m-macosx_10_6_intel.whl /System/Library/Frameworks/Accelerate.framework/Versions/A/Accelerate /usr/lib/libSystem.B.dylib /usr/lib/libstdc++.6.dylib /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libgcc_s.1.dylib /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libgfortran.3.dylib /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libquadmath.0.dylib
The output tells me that scipy has picked up dynamic libraries from my homebrew installation of gfortran (as well as the system libs).
Dependency paths starting with @loader_path/ or @executable_path/ are ignored by delocate. These files will be skipped by the delocate-wheel command.
You can get a listing of the files depending on each of the libraries, using the --depending flag:
$ delocate-listdeps --depending scipy-0.14.0-cp34-cp34m-macosx_10_6_intel.whl /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libgcc_s.1.dylib: scipy/interpolate/dfitpack.so scipy/special/specfun.so scipy/interpolate/_fitpack.so ...
We can fix like this:
$ delocate-wheel -w fixed_wheels -v scipy-0.14.0-cp34-cp34m-macosx_10_6_intel.whl Fixing: scipy-0.14.0-cp34-cp34m-macosx_10_6_intel.whl Copied to package .dylibs directory: /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libgcc_s.1.dylib /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libgfortran.3.dylib /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libquadmath.0.dylib
The -w flag tells delocate-wheel to output to a new wheel directory instead of overwriting the old wheel. -v (verbose) tells you what delocate-wheel is doing. In this case it has made a new directory in the wheel zipfile, named scipy/.dylibs. It has copied all the library dependencies that are outside the OSX system trees into this directory, and patched the python .so extensions in the wheel to use these copies instead of looking in /usr/local/Cellar/gfortran/4.8.2/gfortran/lib.
Check the links again to confirm:
$ delocate-listdeps --all fixed_wheels/scipy-0.14.0-cp34-cp34m-macosx_10_6_intel.whl /System/Library/Frameworks/Accelerate.framework/Versions/A/Accelerate /usr/lib/libSystem.B.dylib /usr/lib/libstdc++.6.0.9.dylib @loader_path/../../../../.dylibs/libgcc_s.1.dylib @loader_path/../../../../.dylibs/libgfortran.3.dylib @loader_path/../../../../.dylibs/libquadmath.0.dylib @loader_path/../../../.dylibs/libgcc_s.1.dylib @loader_path/../../../.dylibs/libgfortran.3.dylib @loader_path/../../../.dylibs/libquadmath.0.dylib @loader_path/../../.dylibs/libgcc_s.1.dylib @loader_path/../../.dylibs/libgfortran.3.dylib @loader_path/../../.dylibs/libquadmath.0.dylib @loader_path/../.dylibs/libgcc_s.1.dylib @loader_path/../.dylibs/libgfortran.3.dylib @loader_path/../.dylibs/libquadmath.0.dylib @loader_path/libgcc_s.1.dylib @loader_path/libquadmath.0.dylib
So - system dylibs the same, but the others moved into the wheel tree.
This makes the wheel more likely to work on another machine which does not have the same version of gfortran installed - in this example.
Checking required architectures
Current Python.org Python and the OSX system Python (/usr/bin/python) are both dual Intel architecture binaries. For example:
$ lipo -info /usr/bin/python Architectures in the fat file: /usr/bin/python are: x86_64 i386
This means that wheels built for Python.org Python or system Python should also have i386 and x86_64 versions of the Python extensions and their libraries. It is easy to link Python extensions against single architecture libraries by mistake, and therefore get single architecture extensions and / or libraries. In fact my scipy wheel is one such example, because I inadvertently linked against the homebrew libraries, which are x86_64 only. To check this you can use the --require-archs flag:
$ delocate-wheel --require-archs=intel scipy-0.14.0-cp34-cp34m-macosx_10_6_intel.whl Traceback (most recent call last): File "/Users/mb312/.virtualenvs/delocate/bin/delocate-wheel", line 77, in <module> main() File "/Users/mb312/.virtualenvs/delocate/bin/delocate-wheel", line 69, in main check_verbose=opts.verbose) File "/Users/mb312/.virtualenvs/delocate/lib/python2.7/site-packages/delocate/delocating.py", line 477, in delocate_wheel "Some missing architectures in wheel") delocate.delocating.DelocationError: Some missing architectures in wheel
The “intel” argument requires dual architecture extensions and libraries. You can see which extensions are at fault by adding the -v (verbose) flag:
$ delocate-wheel -w fixed_wheels --require-archs=intel -v scipy-0.14.0-cp34-cp34m-macosx_10_6_intel.whl Fixing: scipy-0.14.0-cp34-cp34m-macosx_10_6_intel.whl Required arch i386 missing from /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libgfortran.3.dylib Required arch i386 missing from /usr/local/Cellar/gfortran/4.8.2/gfortran/lib/libquadmath.0.dylib Required arch i386 missing from scipy/fftpack/_fftpack.so Required arch i386 missing from scipy/fftpack/convolve.so Required arch i386 missing from scipy/integrate/_dop.so ...
I need to rebuild this wheel to link with dual-architecture libraries.
DelocationError: “library does not exist”
When running delocate-wheel or its sister command delocate-path, you may get errors like this:
delocate.delocating.DelocationError: library "<long temporary path>/wheel/libme.dylib" does not exist
This happens when one of your libraries gives a library dependency with a relative path. For example, let’s say that some file in my wheel has this for the output of otool -L myext.so:
myext.so: libme.dylib (compatibility version 10.0.0, current version 10.0.0) /usr/lib/libstdc++.6.dylib (compatibility version 7.0.0, current version 60.0.0) /usr/lib/libSystem.B.dylib (compatibility version 1.0.0, current version 1197.1.1)
The first line means that myext.so expects to find libme.dylib at exactly the path ./libme.dylib - the current working directory from which you ran the executable. The output should be something like:
myext.so: /path/to/libme.dylib (compatibility version 10.0.0, current version 10.0.0) /usr/lib/libstdc++.6.dylib (compatibility version 7.0.0, current version 60.0.0) /usr/lib/libSystem.B.dylib (compatibility version 1.0.0, current version 1197.1.1)
To set the path to the library, the linker is using the install name id of the linked library. In this bad case, then otool -L libme.dylib will give something like:
libme.dylib (compatibility version 10.0.0, current version 10.0.0) /usr/lib/libSystem.B.dylib (compatibility version 1.0.0, current version 1197.1.1)
where the first line is the install name id that the linker picked up when linking myext.so to libme.dylib. You job is to fix the build process so that libme.dylib has install name id /path/to/libme.dylib. This is not a problem specific to delocate; you will need to do this to make sure that myext.so can load libme.dylib without libme.dylib being in the current working directory. For CMAKE builds you may want to check out CMAKE_INSTALL_NAME_DIR.
External library is not bundled into wheel
If your project is structured as a standalone Python module rather than package, delocate-wheel may not find the extension modules that you want to patch:
$ delocate-wheel -w fixed_wheels -v my-wheel-name.whl Fixing: my-wheel-name.whl
The above output is missing a line indicating that an external shared library was copied into the wheel as intended.
To show this visually, this project layout will not work:
├── extension_module.cpp ├── setup.py └── README.md
Instead, delocate-wheel requires a project organized as a Python package rather than single standalone module:
├── proj/ │ ├── __init__.py │ ├── extension_module.cpp ├── setup.py └── README.md
Here, __init__.py contains:
from .extension_module import *
Along with this, make sure to include the packages argument to setup() in setup.py:
# setup.py from setuptools import setup, find_packages # ... setup( # ... packages=find_packages(), # or packages=["proj"] # ... )
After these changes, you should see the dylibs successfully copied in:
$ delocate-wheel -w fixed_wheels -v my-wheel-name.whl Fixing: my-wheel-name.whl Copied to package .dylibs directory: /usr/local/Cellar/package/1.0/lib/mylib.22.dylib
Released under the BSD two-clause license - see the file LICENSE in the source distribution.
travis-ci kindly tests the code automatically under Python 2.7, and 3.5 through 3.9.
The latest released version is at https://pypi.python.org/pypi/delocate
Please put up issues on the delocate issue tracker.
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