LCG Info: LCG_98python3spark3 vs. LCG_102cuda on x86_64-centos7-gcc8-opt

In this section we compare the list of Packages by Category between two Releases. Release1: 98python3spark3 Release2: 102cuda chosen by the user. The comparison is related to a specific platform which is either chosen by the user or taken by default as the first in the list of common platforms between the chosen releases. In this case the platform chosen by default ia: Platform: x86_64-centos7-gcc8-opt To proceed with more comparisons, you are invited to select any item from the dropdown list under Release2 which contains only the releases that have common platforms with Release1: 98python3spark3 It is also possible to choose among all available Releases from the dropdown list under Release1. In this case the list under Release2 will become composed of all releases with common platforms with Release1. In case the previously chosen Release2 is not in this new list then the user is invited to choose a new Release2 item.
Comparison mode:
Long Short
Platform Release1 Release2

Graphics

cartopy 0.17.0 0.20.1
gdal 2.4.4 3.4.1
gnuplot 5.2.7 5.4.2
imagemagick 7.0.8-7 7.0.8.7
matplotlib 3.1.0 3.4.3
pygdal 2.4.4 3.3.0
pygraphviz 1.5 1.7
pyproj 2.1.3 3.0.1
Qt5 5.12.4 5.15.2
seaborn 0.9.0 0.11.2
tiff 4.0.10 4.2.0

IO

COOL 3_3_2   NOT Included
CORAL 3_3_2   NOT Included
EDM4hep   NOT Included 00.04.01  
flatbuffers 1.11.0 1.12.0
hdf5 1.10.5 1.10.6
LCIO 02.14.02 02.16.01
podio 00.11 00.14.01
SIO   NOT Included 00.01.00  
xrootd 4.12.3 5.4.2

Math

blas 0.3.10.openblas 0.3.20.openblas
cupy   NOT Included 9.1.0  
fastjet 3.3.4 3.4.0p1
GSL 2.6 2.7
proj 6.0.0 8.0.0
pyhf   NOT Included 0.6.3  
sympy 1.4 1.8
Vc 1.4.1 1.4.3
VecGeom v1.1.5 1.1.18

XML

defusedxml 0.6.0 0.7.1
libxml2 2.9.9 2.9.10
libxslt 1.1.33 1.1.34
lxml 4.3.3 4.6.2

Simulation

acts_core 0.10.05   NOT Included
delphes 3.4.3pre04 3.5.0
Geant4 10.06.p02   NOT Included
hepmc3 3.2.2 3.2.4

Tool

archspec   NOT Included 0.1.2  
astroid 2.3.3 2.9.3
awkward 0.12.17 1.7.0
awkward0   NOT Included 0.15.3  
backports_abc 0.5   NOT Included
benchmark 1.5.0 1.5.5
bleach 3.1.0 3.3.1
Boost 1.73.0 1.78.0
boost_histogram   NOT Included 1.2.1  
caniusepython3 7.1.0   NOT Included
ccache 3.7.1 4.3
certifi 2019.3.9 2021.5.30
cffi 1.12.2 1.14.6
clhep 2.4.1.3 2.4.5.1
click 7.0 8.0.3
cloudpickle 1.2.1 1.6.0
CMake 3.17.3 3.20.0
cmmnbuild 2.1.3   NOT Included
coverage 4.5.3 6.3.2
cpymad 1.4.1 1.6.3
cryptography 2.7 3.4.7
cython 0.29.20 0.29.28
dask 1.2.2 2022.2.0
decorator 4.3.2 5.0.9
dill 0.3.1 0.3.3
distlib 0.2.9 0.3.2
distributed 1.28.1 2022.2.0
doxygen 1.8.15 1.8.18
fjcontrib 1.044 1.046
fmt 6.1.2 7.1.3
gdb 9.1 11.2
gperftools 2.7 2.9.1
gtest 1.10.0 1.11.0
h5py 2.9.0 3.6.0
hadoop 2.7.5.1 3.3.0
hepdata_converter 0.1.35 0.2.3
hepdata_validator 0.2.1 0.2.3
idna 2.8 3.2
ipykernel 5.1.1 6.0.2
ipython 7.5.0 7.25.0
ipywidgets 7.4.2 7.6.3
java 8u222 8u312
jedi 0.13.3 0.18.0
Jinja2 2.10.1 3.0.1
jpype 0.6.3   NOT Included
jsonmcpp 3.6.1 3.10.5
jsonpatch   NOT Included 1.28  
jsonpointer   NOT Included 2.0  
jsonschema 3.0.1 3.2.0
jupyter_contrib_nbextensions 0.5.1 0.5.220308
kubernetes 9.0.0 23.3.0
lcgenv 1.3.14 1.3.21
libgit2 1.0.1 1.1.1
libtool 2.4.2 2.4.6
logilabcommon 1.4.2 1.8.1
madx 5.05.01 5.06.01
MarkupSafe 1.0 2.0.1
multiprocess 0.70.9 0.70.10
nbformat 4.4.0 5.1.3
networkx 2.3 2.5.1
node.js 12.16.1 14.16.1
notebook 5.7.8 6.4.0
numpy 1.18.2 1.22.3
ocaml 4.10.0 4.13.1
pandas 0.24.2 1.2.2
pandocfilters 1.4.2 1.4.3
pexpect 4.7.0 4.8.0
pip 19.1.1 22.0.4
prettytable 0.7.2 3.0.0
prompt_toolkit 2.0.9 3.0.19
protobuf 2.5.0 3.18.1
psutil 5.6.2 5.8.0
ptyprocess 0.6.0 0.7.0
py 1.5.4 1.9.0
py4j 0.10.7 0.10.9.1
pycparser 2.19 2.20
pygments 2.4.2 2.9.0
pyjson5 0.9.1 0.9.6
pylint 2.3.1 2.12.2
pyparsing 2.4.0 2.4.7
pytest 5.3.4 7.0.1
Python 3.7.6 3.9.12
python_dateutil 2.8.0 2.8.2
pytimber 2.7.0   NOT Included
pytz 2019.1 2021.1
PyYAML 5.1 5.3.1
pyzmq 18.0.1 22.1.0
R 3.6.3 4.1.2
rangev3 0.10.0 0.11.0
requests 2.22.0 2.27.1
ROOT v6.22.00 6.26.04
root_numpy 4.8.0   NOT Included
rpy2 3.0.4   NOT Included
scipy 1.5.1 1.8.0
setuptools 44.1.0 57.1.0
six 1.12.0 1.16.0
spark 3.0.1-cern1 3.2.1-cern1
spdlog 1.5.0 1.9.2
stomppy 3.1.3 6.1.0
swig 3.0.12 4.0.2
tabulate   NOT Included 0.8.9  
tblib 1.4.0 1.7.0
terminado 0.8.2 0.10.1
testpath 0.4.2 0.5.0
tornado 5.1.1 6.1
tqdm   NOT Included 4.61.2  
traitlets 4.3.2 5.0.5
uproot 3.10.12 4.2.0
uproot3   NOT Included 3.14.2  
urllib3 1.25.3 1.26.6
valgrind 3.16.1 3.19.0
wcwidth 0.1.7 0.2.5
websocket_client 0.56.0 1.1.0
wheel 0.33.4 0.37.1
widgetsnbextension 3.3.0 3.5.1
xapian 1.4.11 1.4.18
zeromq 4.3.2 4.3.4

Other

absl_py 0.7.1 0.11.0
alabaster   NOT Included 0.7.12  
anyio   NOT Included 3.2.1  
appdirs   NOT Included 1.4.4  
argon2_cffi   NOT Included 20.1.0  
arrow 0.16.0 3.0.0
astropy   NOT Included 5.0.4  
astunparse   NOT Included 1.6.3  
async_generator   NOT Included 1.10  
attrs 19.3.0 21.2.0
auth_get_sso_cookie   NOT Included 1.5.0-1  
Authlib   NOT Included 0.15.5  
babel   NOT Included 2.9.1  
backcall 0.1.0 0.2.0
backports 1.0.0   NOT Included
beautifulsoup4   NOT Included 4.10.0  
beniget   NOT Included 0.4.0  
blosc   NOT Included 1.10.6  
bokeh   NOT Included 2.3.1  
boto3   NOT Included 1.18.37  
botocore   NOT Included 1.21.37  
Catch2   NOT Included 2.13.4  
charset_normalizer   NOT Included 2.0.6  
click_didyoumean   NOT Included 0.3.0  
coffea   NOT Included 0.7.13  
commonmark   NOT Included 0.9.1  
control 0.8.2 0.9.1
correctionlib   NOT Included 2.1.0  
cppzmq   NOT Included 4.8.1  
dask_jobqueue   NOT Included 0.7.3  
dask_kubernetes   NOT Included 2022.1.0  
DD4hep 01-13-01   NOT Included
debugpy   NOT Included 1.3.0  
deprecated   NOT Included 1.2.13  
deprecation   NOT Included 2.1.0  
distro   NOT Included 1.5.0  
dm_tree   NOT Included 0.1.6  
docopt   NOT Included 0.6.2  
docutils   NOT Included 0.16  
et_xmlfile   NOT Included 1.1.0  
extension_helpers   NOT Included 1.0.0  
fastrlock   NOT Included 0.6  
filelock   NOT Included 3.0.12  
flake8_builtins   NOT Included 1.5.3  
fsspec   NOT Included 2021.4.0  
gast 0.2.2 0.5.2
Gaudi v33r1   NOT Included
git   NOT Included 2.29.2  
globus_sdk 1.8.0 2.0.1
gssapi   NOT Included 1.7.3  
hadoop_xrootd 1.0.4 1.0.7
heaptrack   NOT Included 1.3.0  
hepunits   NOT Included 2.2.0  
hist   NOT Included 2.5.1  
histoprint   NOT Included 2.2.0  
humanize   NOT Included 4.0.0  
hwloc   NOT Included 2.7.0  
imagesize   NOT Included 1.2.0  
iminuit 1.3.6 2.9.0
importlib_metadata 0.18 2.0.0
iniconfig   NOT Included 1.1.1  
ipympl 0.4.1 0.7.0
itk   NOT Included 5.2.1  
itk_core 5.0.1 5.2.1
itk_filtering 5.0.1 5.2.1
itk_io 5.0.1 5.2.1
itk_meshtopolydata 0.5.1 0.7.0
itk_numerics 5.0.1 5.2.1
itk_registration   NOT Included 5.2.1  
itk_segmentation   NOT Included 5.2.1  
itkwidgets 0.25.3 0.32.0
jl_ijulia   NOT Included 1.23.3  
jmespath   NOT Included 0.10.0  
joblib 0.14.0 1.0.1
julia   NOT Included 1.7.3  
jupyter_client 5.3.4 6.1.12
jupyter_core 4.6.1 4.7.1
jupyterlab 1.2.6 3.0.17
jupyterlab_pygments   NOT Included 0.1.2  
jupyterlab_server 1.0.6 2.6.1
jupyter_latex_envs 1.4.4 1.4.4p1
jupyter_packaging   NOT Included 0.10.4  
jupyter_server   NOT Included 1.10.2  
keras_tuner   NOT Included 1.0.3  
kt_legacy   NOT Included 1.0.3  
kubernetes_asyncio   NOT Included 21.7.1  
lark_parser   NOT Included 0.12.0  
lazy_object_proxy 1.4.3 1.6.0
libffi 3.2.1 3.4.2
libgeotiff 1.5.1 1.6.0
libm_aocl   NOT Included 3.1.0  
libpqxx 7.1.1 7.6.0
llvmlite 0.32.0 0.36.0
llvmmin   NOT Included 14.0.3  
locket   NOT Included 0.2.1  
mako   NOT Included 1.1.4  
matplotlib_inline   NOT Included 0.1.2  
mimesis   NOT Included 4.1.3  
mpi4py   NOT Included 3.1.1  
mplhep   NOT Included 0.3.12  
mplhep_data   NOT Included 0.0.3  
mpmath 1.1.0 1.2.1
mypy   NOT Included 0.941  
mypy_extensions   NOT Included 0.4.3  
mysql 10.4.12 10.5.13
nbclassic   NOT Included 0.3.1  
nbclient   NOT Included 0.5.3  
nbconvert 5.5.0 6.1.0
nest_asyncio   NOT Included 1.5.1  
numba 0.49.0 0.51.2
octave 5.1.0 6.2.0
octavekernel 0.31.0 0.32.0
odfpy   NOT Included 1.4.1  
omniorb 4.2.2 4.2.4
onnx   NOT Included 1.11.0  
onnxruntime   NOT Included 1.11.1  
openmpi 3.1.0 4.1.2
openpyxl   NOT Included 3.0.9  
oracle 19.3.0.0.0 19.11.0.0.0
p7zip   NOT Included 16.02  
packaging 19.0 21.0
panel   NOT Included 0.11.3  
param 1.9.3 1.10.1
paramiko 2.4.2 2.9.2
parse   NOT Included 1.19.0  
parsl 0.9.0 1.2.0
parso 0.4.0 0.8.2
partd   NOT Included 1.2.0  
patchelf   NOT Included 0.12  
pcre2   NOT Included 10.36  
pillow 6.0.0 8.2.0
pipenv   NOT Included 2020.11.15  
pjlsa 0.0.14   NOT Included
platformdirs   NOT Included 2.5.1  
pluggy 0.12.0 0.13.1
plumbum   NOT Included 1.7.2  
ply   NOT Included 3.11  
pooch   NOT Included 1.6.0  
prometheus_client 0.7.0 0.11.0
pyarrow 0.16.0 3.0.0
pybind11   NOT Included 2.6.2  
pycuda   NOT Included 2021.1  
pydantic   NOT Included 1.9.0  
pyerfa   NOT Included 2.0.0.1  
pyjapc 2.0.4   NOT Included
PyJWT 1.7.1 2.0.1
py_lz4   NOT Included 4.0.0  
pyopencl   NOT Included 2021.2.2  
pyparser   NOT Included 1.0  
pyrsistent 0.15.2 0.18.0
pyshtools   NOT Included 4.10  
pytest_cov   NOT Included 3.0.0  
pythran   NOT Included 0.11.0  
py_tools   NOT Included 2021.2.7  
pyviz_comms   NOT Included 2.0.1  
qcachegrind   NOT Included 20.12.1  
railroad_diagrams   NOT Included 1.1.1  
requests_gssapi   NOT Included 1.2.3  
requests_unixsocket   NOT Included 0.2.0  
rich   NOT Included 12.0.0  
rq   NOT Included 1.10.1  
ruamel_yaml   NOT Included 0.17.16  
s3transfer   NOT Included 0.5.0  
scikitbuild   NOT Included 0.13.1  
send2trash 1.5.0 1.7.1
setuptools_scm 3.3.3 6.4.2
shapely 1.6.4.post2 1.7.1
simdjson   NOT Included 0.9.2  
sniffio   NOT Included 1.2.0  
snowballstemmer   NOT Included 2.1.0  
sphinx   NOT Included 4.2.0  
sphinxcontrib_applehelp   NOT Included 1.0.2  
sphinxcontrib_devhelp   NOT Included 1.0.2  
sphinxcontrib_htmlhelp   NOT Included 2.0.0  
sphinxcontrib_jsmath   NOT Included 1.0.1  
sphinxcontrib_qthelp   NOT Included 1.0.3  
sphinxcontrib_serializinghtml   NOT Included 1.1.5  
sphinx_rtd_theme   NOT Included 0.5.1  
statsmodels 0.10.2 0.13.2
stevedore   NOT Included 3.3.0  
suitesparse   NOT Included 5.10.1  
synr   NOT Included 0.5.0  
tensorflow_model_optimization   NOT Included 0.7.0  
tfs_pandas   NOT Included 3.1.0  
threadpoolctl   NOT Included 2.2.0  
toml   NOT Included 0.10.2  
tomli   NOT Included 2.0.1  
tomlkit   NOT Included 0.7.2  
tvm   NOT Included 0.8.0  
typed_ast 1.4.0 1.5.3
typing_extensions   NOT Included 3.10.0.2  
uhi   NOT Included 0.3.0  
uproot3_methods   NOT Included 0.10.0  
uproot_methods 0.7.1   NOT Included
veccore 0.6.0 0.8.0
vector   NOT Included 0.8.5  
virtualenv   NOT Included 20.4.3  
virtualenv_clone   NOT Included 0.5.4  
virtualenvwrapper   NOT Included 4.8.4  
watchdog   NOT Included 2.1.7  
wrapt 1.11.1 1.13.3
xarray   NOT Included 2022.3.0  
xlrd   NOT Included 2.0.1  
zstandard 0.13.0 0.14.0

Generator

agile   NOT Included 1.5.0  
alpgen   NOT Included 2.1.4  
ampt   NOT Included 2.26t9b_atlas  
apfel   NOT Included 3.0.4  
baurmc   NOT Included 1.0  
cepgen   NOT Included 1.0.1  
chaplin   NOT Included 1.2  
collier   NOT Included 1.2.5  
crmc   NOT Included 2.0.1p4  
evtgen   NOT Included 2.1.1  
feynhiggs   NOT Included 2.10.2  
FORM   NOT Included 4.1  
Garfield++ 0fc383d5   NOT Included
gosam   NOT Included 2.0.4  
gosam_contrib   NOT Included 2.0  
hepmcanalysis   NOT Included 3.4.14  
heputils   NOT Included 1.3.2  
herwig   NOT Included 6.521.2  
herwig3   NOT Included 7.2.3  
hijing   NOT Included 1.383bs.2  
hjets   NOT Included 1.2  
hoppet   NOT Included 1.2.0  
hto4l   NOT Included 2.02  
hydjet   NOT Included 1.8  
hydjet++   NOT Included 2.1  
jhu   NOT Included 5.6.3  
jimmy   NOT Included 4.31.3  
lhapdf   NOT Included 6.5.1  
looptools   NOT Included 2.15  
madgraph5amc   NOT Included 3.3.1.atlas3  
mctester   NOT Included 1.25.1  
mcutils   NOT Included 1.3.5  
njet   NOT Included 2.0.0  
openloops   NOT Included 2.1.2  
photos   NOT Included 215.4  
photos++   NOT Included 3.64  
powheg-box-v2   NOT Included r3744.lhcb.rdynamic  
professor   NOT Included 2.3.2  
prophecy4f   NOT Included 3.0.2  
pyquen   NOT Included 1.5.1  
pythia6   NOT Included 429.2  
pythia8   NOT Included 307p1  
qd   NOT Included 2.3.13  
qgraf   NOT Included 3.1.4  
rapidsim   NOT Included 1.4.4  
recola   NOT Included 2.2.0  
recola_SM   NOT Included 2.2.2  
rivet   NOT Included 3.1.6  
sherpa   NOT Included 2.2.12.bbba1f7  
sherpa-openmpi   NOT Included 2.2.12.bbba1f7.openmpi3  
starlight   NOT Included r313  
superchic   NOT Included 4.13p1  
syscalc   NOT Included 1.1.7  
tauola   NOT Included 28.121.2  
tauola++   NOT Included 1.1.8.atlas1  
thep8i   NOT Included 2.0.1  
thepeg   NOT Included 2.2.3  
vbfnlo   NOT Included 3.0.0beta5  
yoda   NOT Included 1.9.5  

Machine Learning

catboost 0.9.1.1 0.26.1
cuda   NOT Included 11.2  
cudnn   NOT Included 8.1.1.33  
jax   NOT Included 0.3.1  
jaxlib   NOT Included 0.3.0  
keras 2.2.4 2.8.0
keras_preprocessing 1.1.0 1.1.2
lwtnn 2.8.1 2.11.1
NsightSystems   NOT Included 2021.2  
pystan 2.19.0.0 3.1.1
QKeras   NOT Included 0.9.0  
scikitlearn 0.21.2 0.24.2
tensorboard 2.1.0 2.8.0
tensorboard_plugin_wit   NOT Included 1.8.1  
tensorflow 2.1.0 2.8.0
tensorflow_estimator 2.1.0 2.8.0
tensorflow_probability   NOT Included 0.16.0  
TensorRT   NOT Included 8.4.0.6  
theano 1.0.4 1.0.5
torch 1.4.0 1.11.0
torch_geometric   NOT Included 2.0.1  
torch_scatter   NOT Included 2.0.8  
torch_sparse   NOT Included 0.6.13  
torchvision 0.5.0 0.12.0
xgboost 0.90 1.6.1
Packages not included in Release1: 98python3spark3
EDM4hep, SIO, cupy, pyhf, archspec, awkward0, boost_histogram, jsonpatch, jsonpointer, tabulate, tqdm, uproot3, alabaster, anyio, appdirs, argon2_cffi, astropy, astunparse, async_generator, auth_get_sso_cookie, Authlib, babel, beautifulsoup4, beniget, blosc, bokeh, boto3, botocore, Catch2, charset_normalizer, click_didyoumean, coffea, commonmark, correctionlib, cppzmq, dask_jobqueue, dask_kubernetes, debugpy, deprecated, deprecation, distro, dm_tree, docopt, docutils, et_xmlfile, extension_helpers, fastrlock, filelock, flake8_builtins, fsspec, git, gssapi, heaptrack, hepunits, hist, histoprint, humanize, hwloc, imagesize, iniconfig, itk, itk_registration, itk_segmentation, jl_ijulia, jmespath, julia, jupyterlab_pygments, jupyter_packaging, jupyter_server, keras_tuner, kt_legacy, kubernetes_asyncio, lark_parser, libm_aocl, llvmmin, locket, mako, matplotlib_inline, mimesis, mpi4py, mplhep, mplhep_data, mypy, mypy_extensions, nbclassic, nbclient, nest_asyncio, odfpy, onnx, onnxruntime, openpyxl, p7zip, panel, parse, partd, patchelf, pcre2, pipenv, platformdirs, plumbum, ply, pooch, pybind11, pycuda, pydantic, pyerfa, py_lz4, pyopencl, pyparser, pyshtools, pytest_cov, pythran, py_tools, pyviz_comms, qcachegrind, railroad_diagrams, requests_gssapi, requests_unixsocket, rich, rq, ruamel_yaml, s3transfer, scikitbuild, simdjson, sniffio, snowballstemmer, sphinx, sphinxcontrib_applehelp, sphinxcontrib_devhelp, sphinxcontrib_htmlhelp, sphinxcontrib_jsmath, sphinxcontrib_qthelp, sphinxcontrib_serializinghtml, sphinx_rtd_theme, stevedore, suitesparse, synr, tensorflow_model_optimization, tfs_pandas, threadpoolctl, toml, tomli, tomlkit, tvm, typing_extensions, uhi, uproot3_methods, vector, virtualenv, virtualenv_clone, virtualenvwrapper, watchdog, xarray, xlrd, agile, alpgen, ampt, apfel, baurmc, cepgen, chaplin, collier, crmc, evtgen, feynhiggs, FORM, gosam, gosam_contrib, hepmcanalysis, heputils, herwig, herwig3, hijing, hjets, hoppet, hto4l, hydjet, hydjet++, jhu, jimmy, lhapdf, looptools, madgraph5amc, mctester, mcutils, njet, openloops, photos, photos++, powheg-box-v2, professor, prophecy4f, pyquen, pythia6, pythia8, qd, qgraf, rapidsim, recola, recola_SM, rivet, sherpa, sherpa-openmpi, starlight, superchic, syscalc, tauola, tauola++, thep8i, thepeg, vbfnlo, yoda, cuda, cudnn, jax, jaxlib, NsightSystems, QKeras, tensorboard_plugin_wit, tensorflow_probability, TensorRT, torch_geometric, torch_scatter, torch_sparse,
Packages not included in Release2: 102cuda
COOL, CORAL, acts_core, Geant4, backports_abc, caniusepython3, cmmnbuild, jpype, pytimber, root_numpy, rpy2, backports, DD4hep, Gaudi, pjlsa, pyjapc, uproot_methods, Garfield++,