LCG Info: LCG_97apython3spark3 vs. dev4python2 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

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 2.2.4
pygdal 2.4.4   REMOVED

Grid

pygsi 0.6.3   New

IO

COOL 3_2_4   REMOVED
CORAL 3_2_4   REMOVED
flatbuffers 1.11.0 1.12.0
LCIO 02.13.03 02.16.01
podio 00.09.02   REMOVED
pytables 3.6.1 3.5.2
SIO 00.01.00   New
xrootd 4.12.2 5.3.1

Math

blas 0.3.9.openblas 0.3.17.openblas
fastjet 3.3.2 3.4.0
GSL 2.6 2.7
libsvm 3.23   New
sympy 1.4 1.5.1
Vc 1.4.1 1.4.2
VecGeom v1.1.5 v1.1.16

XML

4suite 1.0.2p1   New
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 10.07.p02
hepmc3 3.2.2 3.2.4

Tool

ant 1.10.7   New
archspec 0.1.2   New
astroid 2.3.3 1.6.6p1
awkward 0.12.17 1.0.2
awkward0 0.15.3   New
benchmark 1.5.0 1.5.5
bleach 3.1.0 3.3.1
Boost 1.72.0 1.77.0
ccache 3.7.1 4.3
certifi 2019.3.9 2021.5.30
clhep 2.4.1.3 2.4.4.0
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
cython 0.29.16 0.29.21
dask 1.2.2   REMOVED
Davix 0.7.3 0.7.6
dill 0.3.1 0.3.3
distlib 0.2.9 0.3.2
distributed 1.28.1   REMOVED
doxygen 1.8.15 1.8.18
fjcontrib 1.044 1.046
fmt 6.1.2 7.1.3
gdb 9.1 10.2
gperftools 2.7 2.9.1
hadoop 3.2.1 3.3.0
hepdata_validator 0.2.1 0.2.3
ipykernel 5.1.1 4.10.0
ipython 7.5.0 5.8.0
ipywidgets 7.4.2 7.6.3
Jinja2 2.10.1 2.11.2
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
lcgenv 1.3.14 1.3.17
libgit2 0.28.2 1.1.1
logilabcommon 1.4.2   REMOVED
madx 5.05.01 5.06.01
multiprocess 0.70.9 0.70.10
mysql 10.4.12 10.4.20
networkx 2.3 2.2
node.js 12.16.1 14.16.1
ocaml 4.07.1 4.12.0
pandocfilters 1.4.2 1.4.3
pexpect 4.7.0 4.8.0
processing 0.52   New
prompt_toolkit 2.0.9 1.0.16
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
PyHEADTAIL 1.13.1   New
pyjson5 0.9.1 0.9.6
pylint 2.3.1 1.9.4
pynacl 1.3.0   REMOVED
pyparsing 2.4.0 2.4.7
pytest 5.3.4 4.6.9
Python 3.7.6 2.7.16
python_dateutil 2.8.0 2.8.2
pytimber 2.7.0   REMOVED
pytz 2019.1 2021.1
R 3.6.3 4.1.1
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 1.2.2
six 1.12.0 1.16.0
storm 0.23   New
subprocess32 3.5.4   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
testpath 0.4.2 0.5.0
uproot 3.10.12 4.0.1
uproot3 3.14.2   New
urllib3 1.25.3 1.26.6
valgrind 3.15.0 3.17.0
wcwidth 0.1.7 0.2.5
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
acts 6.0.0   New
alabaster 0.7.12   New
alpaka 0.5.0   New
appdirs 1.4.4   New
argon2_cffi 20.1.0   New
arrow 0.15.1 0.16.0
astunparse 1.6.3   New
attrs 19.3.0 21.2.0
babel 2.9.1   New
backcall 0.1.0 0.2.0
beniget 0.4.0   New
Catch2 2.13.4   New
contextlib2 0.5.5   New
control 0.8.2   REMOVED
DD4hep 01-12-01 01.18
debugpy 1.3.0   New
deprecation 2.1.0   New
distro 1.5.0   New
docopt 0.6.2   New
docutils 0.16   New
enum34 1.1.6   New
filelock 3.0.12   New
functools32 3.2.3-2   New
futures 3.2.0   New
gast 0.2.2 0.5.2
Gaudi v33r1   REMOVED
git 2.29.2   New
google_auth_oauthlib 0.4.1   New
google_pasta 0.2.0   New
grpcio 1.21.1 1.26.0
hadoop_xrootd 1.0.4 1.0.7
heaptrack 1.2.0   New
hypothesis 5.3.0 4.57.1
imagesize 1.2.0   New
importlib_metadata 0.18 2.0.0
iniconfig 1.1.1   New
ipydatawidgets 4.0.1   REMOVED
itk_core 5.0.1   REMOVED
itk_filtering 5.0.1   REMOVED
itk_io 5.0.1   REMOVED
itk_meshtopolydata 0.5.1   REMOVED
itk_numerics 5.0.1   REMOVED
itkwidgets 0.25.3   REMOVED
jupyter_client 5.3.4 5.2.4
jupyter_console 6.1.0 5.2.0
jupyter_core 4.6.1 4.4.0
jupyterlab 1.2.6   REMOVED
jupyterlab_pygments 0.1.2   New
jupyterlab_server 1.0.6   REMOVED
libpqxx 7.6.0   New
locket 0.2.1   New
matplotlib_inline 0.1.2   New
more_itertools 7.0.0 5.0.0
mpmath 1.1.0 1.2.1
mysql_connector_python 8.0.18   New
nest_asyncio 1.5.1   New
octave 5.1.0 6.2.0
octavekernel 0.31.0 0.32.0
omniorb 4.2.2 4.2.4
opt_einsum 2.3.2   New
p7zip 16.02   New
param 1.9.3 1.10.1
paramiko 2.4.2   REMOVED
parsl 0.9.0   REMOVED
partd 1.2.0   New
patchelf 0.12   New
pcre2 10.36   New
pillow 6.0.0 6.2.2
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 0.16.0
pybind11 2.6.2   New
pyjapc 2.0.4   REMOVED
pyserial 3.4   REMOVED
pythonsollya 0.3   New
python_vxi11 0.9   REMOVED
pythran 0.9.5   New
pyviz_comms 2.0.1   New
qcachegrind 20.12.1   New
redis 3.2.1   REMOVED
send2trash 1.5.0 1.7.1
simdjson 0.9.2   New
snowballstemmer 2.1.0   New
suitesparse 5.10.1   New
toml 0.10.2   New
tomlkit 0.7.2   New
typed_ast 1.4.0   REMOVED
typeguard 2.7.0   REMOVED
typing 3.6.6   New
typing_extensions 3.10.0.2   New
upandas 0.2.0   REMOVED
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
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 HEAD
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 2.8.1.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 306   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
lwtnn 2.8.1 2.11.1
pystan 2.19.0.0 2.19.1.1
scikitlearn 0.21.2 0.20.3
tensorboard 1.14.0 2.1.0
tensorflow 1.14.0 2.1.0
tensorflow_estimator 1.14.0 2.1.0