LCG Info: LCG_97apython3spark3 vs. LCG_101cuda on x86_64-centos7-gcc8-opt



Comparison mode:
Long Short
Platform Release Release

Databases

oracle 19.3.0.0.0 19.11.0.0.0
postgresql 12.2   New
sqlite 3280000 3320300

Graphics

cartopy 0.17.0   REMOVED
cfitsio 3.48   New
gdal 2.4.4 3.3.0
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
seaborn 0.9.0 0.11.2
tiff 4.0.10 4.2.0

IO

COOL 3_2_4   REMOVED
CORAL 3_2_4   REMOVED
EDM4hep 00.03   New
flatbuffers 1.11.0 1.12.0
hdf5 1.10.5 1.10.6
LCIO 02.13.03 02.16.01
podio 00.09.02 00.13
SIO 00.01.00   New
xrootd 4.12.2 5.3.1

Math

blas 0.3.9.openblas 0.3.17.openblas
cupy 9.1.0   New
fastjet 3.3.2 3.4.0
GSL 2.6 2.7
libsvm 3.23   New
proj 6.0.0 8.0.0
pyhf 0.5.4   New
sympy 1.4 1.8
Vc 1.4.1 1.4.2
VecGeom v1.1.5 v1.1.16

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
XercesC 3.1.3 3.2.3
xqilla 2.3.3 2.3.4

Simulation

delphes 3.4.3pre01 3.5.0
Geant4 10.06.p02   REMOVED
hepmc3 3.2.2 3.2.4

Tool

ant 1.10.7   New
archspec 0.1.2   New
awkward 0.12.17 1.0.2
awkward0 0.15.3   New
backports_abc 0.5   REMOVED
benchmark 1.5.0 1.5.5
bleach 3.1.0 3.3.1
Boost 1.72.0 1.77.0
boost_histogram 0.13.0   New
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 2.4.4.0
cloudpickle 1.2.1 1.6.0
CMake 3.14.3 3.20.0
cmmnbuild 2.1.3   REMOVED
cppgsl 3.0.1 3.1.0
cpymad 1.4.1 1.6.3
cryptography 2.7 3.4.7
cython 0.29.16 0.29.21
dask 1.2.2 2021.4.1
Davix 0.7.3 0.7.6
decorator 4.3.2 5.0.9
dill 0.3.1 0.3.3
distributed 1.28.1 2021.4.1
doxygen 1.8.15 1.8.18
fmt 6.1.2 7.1.3
gdb 9.1 10.2
gperftools 2.7 2.9.1
h5py 2.9.0 2.10.0
hadoop 3.2.1 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
jedi 0.13.3 0.18.0
Jinja2 2.10.1 3.0.1
jpype 0.6.3   REMOVED
jsoncpp 1.8.4 1.9.3
jsonmcpp 3.6.1 3.9.1
jsonpatch 1.28   New
jsonpointer 2.0   New
jsonschema 3.0.1 3.2.0
lcgenv 1.3.14 1.3.17
libgit2 0.28.2 1.1.1
madx 5.05.01 5.06.01
MarkupSafe 1.0 2.0.1
multiprocess 0.70.9 0.70.10
mysql 10.4.12 10.4.20
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 1.16.4 1.21.1
ocaml 4.07.1 4.12.0
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 21.0.1
prompt_toolkit 2.0.9 3.0.19
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
PyHEADTAIL 1.14.1   New
pyjson5 0.9.1 0.9.6
pyparsing 2.4.0 2.4.7
pytest 5.3.4 6.1.1
Python 3.7.6 3.8.6
python_dateutil 2.8.0 2.8.2
pytimber 2.7.0   REMOVED
pytz 2019.1 2021.1
PyYAML 5.1 5.3.1
pyzmq 18.0.1 22.1.0
rangev3 0.10.0 0.11.0
requests 2.22.0 2.26.0
ROOT v6.20.06 6.24.06
root_numpy 4.8.0   REMOVED
rpy2 3.0.4   REMOVED
scipy 1.3.0 1.7.0
setuptools 44.1.0 57.1.0
six 1.12.0 1.16.0
spark 3.0.1-cern1 3.1.2-cern1
stomppy 3.1.3 6.1.0
storm 0.23   New
swig 3.0.12 4.0.2
tabulate 0.8.9   New
tbb 2020_U1 2020_U2
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 4.61.2   New
traitlets 4.3.2 5.0.5
uproot 3.10.12 4.0.1
uproot3 3.14.2   New
urllib3 1.25.3 1.26.6
valgrind 3.15.0 3.16.1
wcwidth 0.1.7 0.2.5
websocket_client 0.56.0 1.1.0
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 0.7.12   New
alpaka 0.5.0   New
anyio 3.2.1   New
appdirs 1.4.4   New
argon2_cffi 20.1.0   New
arrow 0.15.1 3.0.0
astunparse 1.6.3   New
async_generator 1.10   New
attrs 19.3.0 21.2.0
babel 2.9.1   New
backcall 0.1.0 0.2.0
backports 1.0.0   REMOVED
beniget 0.4.0   New
bokeh 2.3.1   New
Catch2 2.13.4   New
DD4hep 01-12-01   REMOVED
debugpy 1.3.0   New
deprecation 2.1.0   New
distro 1.5.0   New
dm_tree 0.1.6   New
docopt 0.6.2   New
docutils 0.16   New
fastrlock 0.6   New
filelock 3.0.12   New
fsspec 2021.4.0   New
gast 0.2.2 0.5.2
Gaudi v33r1   REMOVED
git 2.29.2   New
globus_sdk 1.8.0 2.0.1
google_auth_oauthlib 0.4.1   New
google_pasta 0.2.0   New
grpcio 1.21.1 1.28.1
hadoop_xrootd 1.0.4 1.0.7
heaptrack 1.2.0   New
imagesize 1.2.0   New
iminuit 1.3.6 1.5.2
importlib_metadata 0.18 2.0.0
iniconfig 1.1.1   New
ipympl 0.4.1 0.7.0
itk 5.2.0   New
itk_core 5.0.1 5.2.0
itk_filtering 5.0.1 5.2.0
itk_io 5.0.1 5.2.0
itk_meshtopolydata 0.5.1 0.7.0
itk_numerics 5.0.1 5.2.0
itk_registration 5.2.0   New
itk_segmentation 5.2.0   New
itkwidgets 0.25.3 0.32.0
jl_ijulia 1.23.2   New
joblib 0.14.0 1.0.1
julia 1.6.0   New
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 0.1.2   New
jupyterlab_server 1.0.6 2.6.1
jupyter_packaging 0.10.4   New
jupyter_server 1.9.0   New
keras_tuner 1.0.3   New
kt_legacy 1.0.3   New
lazy_object_proxy 1.4.3 1.6.0
libgeotiff 1.5.1 1.6.0
libpqxx 7.6.0   New
llvmlite 0.29.0 0.36.0
locket 0.2.1   New
mako 1.1.4   New
matplotlib_inline 0.1.2   New
mimesis 4.1.3   New
mpmath 1.1.0 1.2.1
mysql_connector_python 8.0.18   New
nbclassic 0.3.1   New
nbclient 0.5.3   New
nbconvert 5.5.0 6.1.0
nest_asyncio 1.5.1   New
NsightSystems 2021.2   New
numba 0.44.0 0.51.2
octave 5.1.0 6.2.0
octavekernel 0.31.0 0.32.0
omniorb 4.2.2 4.2.4
onnxruntime 1.8.0   New
opt_einsum 3.2.0   New
p7zip 16.02   New
packaging 19.0 21.0
panel 0.11.3   New
param 1.9.3 1.10.1
parse 1.19.0   New
parso 0.4.0 0.8.2
partd 1.2.0   New
patchelf 0.12   New
pcre2 10.36   New
pillow 6.0.0 8.2.0
pipenv 2020.11.15   New
pjlsa 0.0.14   REMOVED
pluggy 0.12.0 0.13.1
ply 3.11   New
prometheus_client 0.7.0 0.11.0
pyarrow 0.15.1 3.0.0
pybind11 2.6.2   New
pycuda 2021.1   New
pyjapc 2.0.4   REMOVED
PyJWT 1.7.1 2.0.1
pyopencl 2021.2.2   New
pyparser 1.0   New
pyrsistent 0.15.2 0.18.0
pythonsollya 0.3   New
pythran 0.9.12.post1   New
py_tools 2021.2.7   New
pyviz_comms 2.0.1   New
qcachegrind 20.12.1   New
QKeras 0.9.0   New
send2trash 1.5.0 1.7.1
shapely 1.6.4.post2 1.7.1
simdjson 0.9.2   New
sniffio 1.2.0   New
snowballstemmer 2.1.0   New
sphinx 3.4.3   New
sphinx_rtd_theme 0.5.1   New
stevedore 3.3.0   New
suitesparse 5.10.1   New
tensorboard_plugin_wit 1.8.0   New
tensorflow_model_optimization 0.6.0   New
TensorRT 7.2.3.4   New
threadpoolctl 2.2.0   New
toml 0.10.2   New
tomlkit 0.7.2   New
typed_ast 1.4.0 1.4.3
typing_extensions 3.7.4.3   New
uproot3_methods 0.10.0   New
uproot_methods 0.7.1   REMOVED
veccore 0.6.0 0.7.0
virtualenv 20.4.3   New
virtualenv_clone 0.5.4   New
virtualenvwrapper 4.8.4   New
zstandard 0.13.0 0.14.0

Generator

agile 1.5.0   New
alpgen 2.1.4   New
ampt 2.26t9b_atlas   New
apfel 3.0.4   New
baurmc 1.0   New
chaplin 1.2   New
collier 1.2.4   New
crmc 1.8.0   New
evtgen 2.0.0   New
feynhiggs 2.10.2   New
FORM 4.1   New
Garfield++ dfaba7651   REMOVED
gosam 2.0.4   New
gosam_contrib 2.0   New
hepmcanalysis 3.4.14   New
heputils 1.3.2   New
herwig 6.521.2   New
herwig3 7.2.1   New
hijing 1.383bs.2   New
hjets 1.2-herwig-7.2.1   New
hoppet 1.2.0   New
hto4l 2.02   New
hydjet 1.8   New
hydjet++ 2.1   New
jhu 5.6.3   New
jimmy 4.31.3   New
lhapdf 6.3.0   New
looptools 2.15   New
madgraph5amc 2.9.3.atlas   New
mctester 1.25.1   New
mcutils 1.3.5   New
njet 2.0.0   New
openloops 2.1.2   New
photos 215.4   New
photos++ 3.64   New
powheg-box-v2 r3744.lhcb.rdynamic   New
professor 2.3.2   New
prophecy4f 2.0.1   New
pyquen 1.5.1   New
pythia6 429.2   New
pythia8 245   New
qd 2.3.13   New
qgraf 3.1.4   New
rapidsim 1.4.4   New
recola 2.2.0   New
recola_SM 2.2.2   New
rivet 3.1.4   New
sherpa 2.2.11   New
sherpa-openmpi 2.2.11.openmpi3   New
starlight r313   New
superchic 4.01p1   New
syscalc 1.1.7   New
tauola 28.121.2   New
tauola++ 1.1.8   New
thep8i 2.0.0   New
thepeg 2.2.1   New
vbfnlo 3.0.0beta5   New
yoda 1.9.0   New

Machine Learning

catboost 0.9.1.1 0.26.1
cuda 11.2   New
cudnn 8.1.1.33   New
jax 0.2.9   New
jaxlib 0.1.59   New
keras 2.2.4 2.4.3
keras_preprocessing 1.1.0 1.1.2
lwtnn 2.8.1 2.11.1
pystan 2.19.0.0 3.1.1
scikitlearn 0.21.2 0.24.2
tensorboard 1.14.0 2.5.0
tensorflow 1.14.0 2.5.0
tensorflow_estimator 1.14.0 2.5.0
theano 1.0.4 1.0.5
torch 1.4.0 1.9.0
torchvision 0.5.0 0.8.1