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| Name: python313-joblib | Distribution: SUSE Linux 16 |
| Version: 1.5.1 | Vendor: SUSE LLC <https://www.suse.com/> |
| Release: 160000.1.1 | Build date: Fri Jun 20 13:06:38 2025 |
| Group: Unspecified | Build host: reproducible |
| Size: 2471599 | Source RPM: python-joblib-1.5.1-160000.1.1.src.rpm |
| Packager: https://www.suse.com/ | |
| Url: https://github.com/joblib/joblib | |
| Summary: Module for using Python functions as pipeline jobs | |
Joblib is a set of tools to provide lightweight pipelining in
Python. In particular, joblib offers:
1. transparent disk-caching of the output values and lazy re-evaluation
(memoize pattern)
2. parallel computing
3. logging and tracing of the execution
Joblib can handle large data and has specific optimizations for `numpy` arrays.
BSD-3-Clause
* Fri Jun 20 2025 mmachova@suse.com
- Update to 1.5.1
* Vendor loky3.5.5 fixing the resource_tracker clean up with earlier
Python versions
* Enforce age_limit is a positive timedelta for Memory.reduce_size,
to avoid silently ignoring it
* Remove deprecated bytes_limit argument for Memory, which should be
passed directly to Memory.reduce_size
* Drop support for Python 3.8
* Support for Python 3.13 free-threaded has been added
* Fix a regression in 1.3 and 1.4 that caused large big endian arrays
to trigger a serialization error
* Fix support for python 3.14 in hashing, with the addition of an
extra argument in Pickler._batch_setitems
* Use pickle protocol 5 for pickling numpy arrays with object type
- Drop merged numpy22.patch and loky_resource_tracker.patch
- BuildRequire python-pytest-asyncio to fix tests with pytest 8.4
* Thu Apr 17 2025 mmachova@suse.com
- Add upstream loky_resource_tracker.patch to fix failure with
recent CPython 3.12 and 3.13 bugfix releases
* Tue Mar 18 2025 mmachova@suse.com
- Add numpy22.patch to fix doctests with numpy 2.2
* Thu May 09 2024 dmueller@suse.com
- update to 1.4.2:
* Due to maintenance issues, 1.4.1 was not valid and we bumped
the version to 1.4.2
* Fix a backward incompatible change in MemorizedFunc.call
which needs to return the metadata. Also make sure that
NotMemorizedFunc.call return an empty dict for metadata for
consistency. https://github.com/joblib/joblib/pull/1576
* Sat Apr 20 2024 dmueller@suse.com
- update to 1.4.0:
* Allow caching co-routines with Memory.cache.
* Try to cast n_jobs to int in parallel and raise an error if
it fails. This means that n_jobs=2.3 will now result in
effective_n_jobs=2 instead of failing.
* Ensure that errors in the task generator given to Parallel's
call are raised in the results consumming thread.
* Adjust codebase to NumPy 2.0 by changing np.NaN to np.nan and
importing byte_bounds from np.lib.array_utils.
* The parameter return_as in joblib.Parallel can now be set to
generator_unordered. In this case the results will be
returned in the order of task completion rather than the
order of submission.
* dask backend now supports return_as=generator and
return_as=generator_unordered.
* Vendor cloudpickle 3.0.0 and end support for Python 3.7 which
has reached end of life.
- drop avoid-deprecated-ast.patch (upstream)
* Tue Nov 28 2023 steven.kowalik@suse.com
- Add patch avoid-deprecated-ast.patch:
* Avoid deprecated ast classes.
- Add patch also-filter-new-fork-warning.patch:
* Filter DeprecationWarning due to calling fork() with multiprocessing.
- Switch to pyproject macros.
* Sat Nov 25 2023 dmueller@suse.com
- update to 1.3.2:
* FIX treat n_jobs=None as if left to its default value
* FIX Init logger parent class in Parallel
* MNT remove unnecessary .bck file
* MTN adjust test regex for Python 3.12 improved error message
* DOC add public documentation for parallel_backend
* FIX flake8 new E721: type comparison
* Ensure native byte order for memmap.
* Drop runtime dependency on `distutils`
* Add environment variable to change default parallel backend
* Fix memmapping_reducer when 'os' has no attribute 'statvfs'
* Move the metadata into `pyproject.toml`
* TST Close client in test_pickle_in_socket
* Do not swallow PicklingError
* FIX Avoid collisions when caching nested functions
* FIX heisenfailure in doc/memory.rst
* MAINT Explicit support for Python 3.11
* MNT Use faulthandler rather than custom autokill logic
* BENCH add benchmark script for n_jobs=1
* TST Fix test_nested_parallel_warnings_parent_backend for
Python nogil
* TST Fix test_memmapping for Python nogil
* MAINT Clean deprecations
* ENH make temp resource cleanup safer
* MAINT Simplify warning in `_persist_input`
* MNT Use full flake8 rather than flake8_diff.sh
* Update Dask backend
* FIX upload to codecov
* MTN vendor loky 3.4.0
* MTN skip thread_bomb mitigation test on PyPy for now
* High verbosity mode that prints arguments, hash and store
location.
* DBG try to debug the thread_bomb_mitigation test
* FEA return generator, #588 stripped of unrelated changes for
minimal diff review
* BENCH scaling of a GridSearch with n_jobs
* CLN make generator exit thread safe
* FEA parallel_config context manager to allow more fine-
grained control
* MAINT: Be nitpicky about docs
* CLN tidy logger
* Give Memory.reduce_size() `items_limit` and `age_limit`
options
* CLN deprecate bytes_limit from Memory
* FIX doc building failing download
* Document parallel_config
* ENH add cache_validation_callback in Memory
* DOC example data DL from GH
* merge all configs in pyproject.toml
* fix double repeated word typos
* DOC reference parallel_config instead of parallel_backend
* `return_generator={True,False}` ->
`return_as={'list','generator'}`
* Sat Jun 10 2023 ecsos@opensuse.org
- Add %{?sle15_python_module_pythons}
* Tue Oct 11 2022 code@bnavigator.de
- Update to 1.2.0 (CVE-2022-21797, bsc#1204232)
* Fix a security issue where eval(pre_dispatch) could potentially
run arbitrary code. Now only basic numerics are supported.
[#1327]
* Make sure that joblib works even when multiprocessing is not
available, for instance with Pyodide #1256
* Avoid unnecessary warnings when workers and main process delete
the temporary memmap folder contents concurrently. #1263
* Vendor loky 3.1.0 with several fixes to more robustly forcibly
terminate worker processes in case of a crash. #1269
* Fix memory alignment bug for pickles containing numpy arrays.
This is especially important when loading the pickle with
mmap_mode != None as the resulting numpy.memmap object would
not be able to correct the misalignment without performing a
memory copy. This bug would cause invalid computation and
segmentation faults with native code that would directly access
the underlying data buffer of a numpy array, for instance
C/C++/Cython code compiled with older GCC versions or some old
OpenBLAS written in platform specific assembly. #1254
* Vendor cloudpickle 2.2.0 which adds support for PyPy 3.8+.
* Vendor loky 3.3.0 which fixes a bug with leaking processes in
case of nested loky parallel calls and more reliability spawn
the correct number of reusable workers.
- Drop support-setuptools-62.patch
* Wed Jul 20 2022 steven.kowalik@suse.com
- Add patch support-setuptools-62.patch:
* Support setuptools >= 62 by handling more than one warning in a test
case.
* Sat Oct 16 2021 dmueller@suse.com
- update to 1.1.0:
* Fix byte order inconsistency issue during deserialization using joblib.load
in cross-endian environment: the numpy arrays are now always loaded to use
the system byte order, independently of the byte order of the system that
serialized the pickle.
* Fix joblib.Memory bug with the ignore parameter when the cached function is a
decorated function.
* Fix joblib.Memory to properly handle caching for functions defined
interactively in a IPython session or in Jupyter notebook cell.
* Update vendored loky (from version 2.9 to 3.0) and cloudpickle (from
version 1.6 to 2.0)
* Mon Feb 15 2021 code@bnavigator.de
- Update to 1.0.1
* dask: avoid redundant scattering of large arguments to make a
more efficient use of the network resources and avoid crashing
dask with "OSError: [Errno 55] No buffer space available" or
"ConnectionResetError: [Errno 104] connection reset by
peer".
- Changees in 1.0.0
* Make joblib.hash and joblib.Memory caching system compatible
with numpy >= 1.20.0. Also make it explicit in the
documentation that users should now expect to have their joblib.
Memory cache invalidated when either joblib or a third party
library involved in the cached values definition is upgraded.
In particular, users updating joblib to a release that includes
this fix will see their previous cache invalidated if they
contained reference to numpy objects.
* Remove deprecated check_pickle argument in delayed.
- Changes in 0.17.0
* Fix a spurious invalidation of Memory.cache'd functions called
with Parallel under Jupyter or IPython.
* Bump vendored loky to 2.9.0 and cloudpickle to 1.6.0. In
particular this fixes a problem to add compat for Python 3.9.
- Don't require optional NumPy for python36 tests in TW, because
NumPy 1.20 dropped support for Python 3.6 (NEP 29)
- Drop joblib-disable-unrelialble-tests.patch, they are already
used in pytest deselection parameter.
* Do the same for disable_test_on_big_endian.patch.
* Sun Dec 06 2020 code@bnavigator.de
- BuildRequire threadpoolctl for all python3 flavors
gh#openSUSE/python-rpm-macros#66
* Fri Oct 30 2020 pgajdos@suse.com
- disable test_hash_numpy_noncontiguous,
test_hashes_are_different_between_c_and_fortran_contiguous_arrays,
test_hashes_stay_the_same_with_numpy_objects,
test_non_contiguous_array_pickling [bsc#1177209]
* Tue Oct 27 2020 pgajdos@suse.com
- disable test_nested_loop_error_in_grandchild_resource_tracker_silent
[bsc#1177209]
* Mon Oct 05 2020 pgajdos@suse.com
- disable yet another tests [bsc#1177209]
* Tue Sep 08 2020 guillaume.gardet@opensuse.org
- Disable tests failing often in OBS:
* joblib-disable-unrelialble-tests.patch
* Fri Aug 21 2020 normand@linux.vnet.ibm.com
- New disable_test_on_big_endian.patch as per upstream issue
https://github.com/joblib/joblib/issues/279
* Sat Jul 18 2020 dmueller@suse.com
- update to 0.16.0
- Fix a problem in the constructors of of Parallel backends classes that
inherit from the `AutoBatchingMixin` that prevented the dask backend to
properly batch short tasks.
https://github.com/joblib/joblib/pull/1062
- Fix a problem in the way the joblib dask backend batches calls that would
badly interact with the dask callable pickling cache and lead to wrong
results or errors.
https://github.com/joblib/joblib/pull/1055
- Prevent a dask.distributed bug from surfacing in joblib's dask backend
during nested Parallel calls (due to joblib's auto-scattering feature)
https://github.com/joblib/joblib/pull/1061
- Workaround for a race condition after Parallel calls with the dask backend
that would cause low level warnings from asyncio coroutines:
https://github.com/joblib/joblib/pull/1078
* Tue Jun 02 2020 dmueller@suse.com
- update to 0.15.1:
- Make joblib work on Python 3 installation that do not ship with the lzma
package in their standard library.
- Drop support for Python 2 and Python 3.5. All objects in
``joblib.my_exceptions`` and ``joblib.format_stack`` are now deprecated and
will be removed in joblib 0.16. Note that no deprecation warning will be
raised for these objects Python < 3.7.
https://github.com/joblib/joblib/pull/1018
- Fix many bugs related to the temporary files and folder generated when
automatically memory mapping large numpy arrays for efficient inter-process
communication. In particular, this would cause `PermissionError` exceptions
to be raised under Windows and large leaked files in `/dev/shm` under Linux
in case of crash.
https://github.com/joblib/joblib/pull/966
- Make the dask backend collect results as soon as they complete
leading to a performance improvement:
https://github.com/joblib/joblib/pull/1025
- Fix the number of jobs reported by ``effective_n_jobs`` when ``n_jobs=None``
called in a parallel backend context.
https://github.com/joblib/joblib/pull/985
- Upgraded vendored cloupickle to 1.4.1 and loky to 2.8.0. This allows for
Parallel calls of dynamically defined functions with type annotations
in particular.
* Thu Mar 05 2020 pgajdos@suse.com
- version update to 0.14.1
- Configure the loky workers' environment to mitigate oversubsription with
nested multi-threaded code in the following case:
- allow for a suitable number of threads for numba (``NUMBA_NUM_THREADS``);
- enable Interprocess Communication for scheduler coordination when the
nested code uses Threading Building Blocks (TBB) (``ENABLE_IPC=1``)
https://github.com/joblib/joblib/pull/951
- Fix a regression where the loky backend was not reusing previously
spawned workers.
https://github.com/joblib/joblib/pull/968
- Revert https://github.com/joblib/joblib/pull/847 to avoid using
`pkg_resources` that introduced a performance regression under Windows:
https://github.com/joblib/joblib/issues/965
- Improved the load balancing between workers to avoid stranglers caused by an
excessively large batch size when the task duration is varying significantly
(because of the combined use of ``joblib.Parallel`` and ``joblib.Memory``
with a partially warmed cache for instance).
https://github.com/joblib/joblib/pull/899
- Add official support for Python 3.8: fixed protocol number in `Hasher`
and updated tests.
- Fix a deadlock when using the dask backend (when scattering large numpy
arrays).
https://github.com/joblib/joblib/pull/914
- Warn users that they should never use `joblib.load` with files from
untrusted sources. Fix security related API change introduced in numpy
1.6.3 that would prevent using joblib with recent numpy versions.
https://github.com/joblib/joblib/pull/879
- Upgrade to cloudpickle 1.1.1 that add supports for the upcoming
Python 3.8 release among other things.
https://github.com/joblib/joblib/pull/878
- Fix semaphore availability checker to avoid spawning resource trackers
on module import.
https://github.com/joblib/joblib/pull/893
- Fix the oversubscription protection to only protect against nested
`Parallel` calls. This allows `joblib` to be run in background threads.
https://github.com/joblib/joblib/pull/934
- Fix `ValueError` (negative dimensions) when pickling large numpy arrays on
Windows.
https://github.com/joblib/joblib/pull/920
- Upgrade to loky 2.6.0 that add supports for the setting environment variables
in child before loading any module.
https://github.com/joblib/joblib/pull/940
- Fix the oversubscription protection for native libraries using threadpools
(OpenBLAS, MKL, Blis and OpenMP runtimes).
The maximal number of threads is can now be set in children using the
``inner_max_num_threads`` in ``parallel_backend``. It defaults to
``cpu_count() // n_jobs``.
https://github.com/joblib/joblib/pull/940
- deleted patches
- numpy16.patch (upstreamed)
* Tue May 28 2019 tchvatal@suse.com
- Switch to %pytest
- Add patch to work well with new numpy:
* numpy16.patch
* Tue Mar 26 2019 tchvatal@suse.com
- Update to 0.13.2:
* Upgrade to cloudpickle 0.8.0
* Add a non-regression test related to joblib issues #836 and #833, reporting that cloudpickle versions between 0.5.4 and 0.7 introduced a bug where global variables changes in a parent process between two calls to joblib.Parallel would not be propagated into the workers
* Thu Mar 07 2019 jayvdb@gmail.com
- Remove no longer necessary pytest argument
- k 'not test_no_blas_crash_or_freeze_with_subprocesses'
* Tue Jan 29 2019 mcepl@suse.com
- Update to Release 0.13.1:
* Memory now accepts pathlib.Path objects as ``location``
parameter. Also, a warning is raised if the returned backend
is None while ``location`` is not None.
* Make ``Parallel`` raise an informative ``RuntimeError`` when
the active parallel backend has zero worker.
* Make the ``DaskDistributedBackend`` wait for workers before
trying to schedule work. This is useful in particular when
the workers are provisionned dynamically but provisionning is
not immediate (for instance using Kubernetes, Yarn or an HPC
job queue).
* Mon Jan 07 2019 toddrme2178@gmail.com
- update to Release 0.13.0
* Include loky 2.4.2 with default serialization with ``cloudpickle``.
This can be tweaked with the environment variable ``LOKY_PICKLER``.
* Fix nested backend in SequentialBackend to avoid changing the default
backend to Sequential. (#792)
* Fix nested_backend behavior to avoid setting the default number of
workers to -1 when the backend is not dask. (#784)
- Update to Release 0.12.5
* Include loky 2.3.1 with better error reporting when a worker is
abruptly terminated. Also fixes spurious debug output.
* Include cloudpickle 0.5.6. Fix a bug with the handling of global
variables by locally defined functions.
- Update to Release 0.12.4
* Include loky 2.3.0 with many bugfixes, notably w.r.t. when setting
non-default multiprocessing contexts. Also include improvement on
memory management of long running worker processes and fixed issues
when using the loky backend under PyPy.
* Raises a more explicit exception when a corrupted MemorizedResult is loaded.
* Loading a corrupted cached file with mmap mode enabled would
recompute the results and return them without memmory mapping.
- Update to Release 0.12.3
* Fix joblib import setting the global start_method for multiprocessing.
* Fix MemorizedResult not picklable (#747).
* Fix Memory, MemorizedFunc and MemorizedResult round-trip pickling +
unpickling (#746).
* Fixed a regression in Memory when positional arguments are called as
kwargs several times with different values (#751).
* Integration of loky 2.2.2 that fixes issues with the selection of the
default start method and improve the reporting when calling functions
with arguments that raise an exception when unpickling.
* Prevent MemorizedFunc.call_and_shelve from loading cached results to
RAM when not necessary. Results in big performance improvements
- Update to Release 0.12.2
* Integrate loky 2.2.0 to fix regression with unpicklable arguments and
functions reported by users (#723, #643).
* Loky 2.2.0 also provides a protection against memory leaks long running
applications when psutil is installed (reported as #721).
* Joblib now includes the code for the dask backend which has been updated
to properly handle nested parallelism and data scattering at the same
time (#722).
* Restored some private API attribute and arguments
(`MemorizedResult.argument_hash` and `BatchedCalls.__init__`'s
`pickle_cache`) for backward compat. (#716, #732).
* Fix a deprecation warning message (for `Memory`'s `cachedir`) (#720).
* Thu Jan 03 2019 tchvatal@suse.com
- Disable blas test as it is very flaky outside of x86_64
* Fri Jul 27 2018 jengelh@inai.de
- Use noun phrase in summary.
* Fri Jul 20 2018 tchvatal@suse.com
- Enable tests
* Wed Jul 18 2018 arun@gmx.de
- specfile:
* remove devel requirement
- update to version 0.12.1:
* Make sure that any exception triggered when serializing jobs in
the queue will be wrapped as a PicklingError as in past versions
of joblib.
* Fix kwonlydefaults key error in filter_args (#715)
- changes from version 0.12:
* Implement the 'loky' backend with @ogrisel. This backend relies on
a robust implementation of concurrent.futures.ProcessPoolExecutor
with spawned processes that can be reused accross the Parallel
calls. This fixes the bad interation with third paty libraries
relying on thread pools, described in
https://pythonhosted.org/joblib/parallel.html#bad-interaction-of-multiprocessing-and-third-party-libraries
* Limit the number of threads used in worker processes by
C-libraries that relies on threadpools. This functionality works
for MKL, OpenBLAS, OpenMP and Accelerated.
* Prevent numpy arrays with the same shape and data from hashing to
the same memmap, to prevent jobs with preallocated arrays from
writing over each other.
* Reduce overhead of automatic memmap by removing the need to hash
the array.
* Make Memory.cache robust to PermissionError (errno 13) under
Windows when run in combination with Parallel.
* The automatic array memory mapping feature of Parallel does no
longer use /dev/shm if it is too small (less than 2 GB). In
particular in docker containers /dev/shm is only 64 MB by default
which would cause frequent failures when running joblib in Docker
containers.
* Make it possible to hint for thread-based parallelism with
prefer='threads' or enforce shared-memory semantics with
require='sharedmem'.
* Rely on the built-in exception nesting system of Python 3 to
preserve traceback information when an exception is raised on a
remote worker process. This avoid verbose and redundant exception
reports under Python 3.
* Preserve exception type information when doing nested Parallel
calls instead of mapping the exception to the generic
JoblibException type.
* Introduce the concept of 'store' and refactor the Memory internal
storage implementation to make it accept extra store backends for
caching results. backend and backend_options are the new options
added to Memory to specify and configure a store backend.
* Add the register_store_backend function to extend the store
backend used by default with Memory. This default store backend is
named 'local' and corresponds to the local filesystem.
* The store backend API is experimental and thus is subject to
change in the future without deprecation.
* The cachedir parameter of Memory is now marked as deprecated, use
location instead.
* Add support for LZ4 compression if lz4 package is installed.
* Add register_compressor function for extending available
compressors.
* Allow passing a string to compress parameter in dump funtion. This
string should correspond to the compressor used (e.g. zlib, gzip,
lz4, etc). The default compression level is used in this case.
* Allow parallel_backend to be used globally instead of only as a
context manager. Support lazy registration of external parallel
backends
* Thu Jan 11 2018 jengelh@inai.de
- Ensure neutrality of description.
* Mon May 22 2017 toddrme2178@gmail.com
- Implement single-spec version.
- Run tests.
- Fix source URL.
- Update to version 0.11.
* For a full changelog please see:
https://github.com/joblib/joblib/blob/0.11/CHANGES.rst
* Sun May 24 2015 toddrme2178@gmail.com
- Disable non-functional documentation
* Sun Dec 08 2013 p.drouand@gmail.com
- Update to version 0.7.1
+ MISC: capture meaningless argument (n_jobs=0) in Parallel
+ ENH Handles tuples, sets and Python 3's dict_keys type the same as
lists. in pre_dispatch
+ ENH: fix function caching for IPython
* Thu Oct 24 2013 speilicke@suse.com
- Require python-setuptools instead of distribute (upstreams merged)
* Sat Feb 09 2013 p.drouand@gmail.com
- Update to version 0.7.0d
* No changelog available
- Clean the specfile and remove .buildinfo file
* Wed Oct 10 2012 scorot@free.fr
- Add Group field in doc package for SLE 11
* Wed Sep 05 2012 toddrme2178@gmail.com
- Initial version
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