LCG Info: LCG_97apython3spark3 vs. LCG_98python3_ATLAS_6 on x86_64-centos7-gcc8-opt



Comparison mode:
Long Short
Platform Release Release

Databases

hbase 1.2.0   REMOVED
sqlite 3280000 3320300

Graphics

cartopy 0.17.0   REMOVED
cfitsio 3.48   New
gdal 2.4.4   REMOVED
gnuplot 5.2.7   REMOVED
imagemagick 7.0.8-7   REMOVED
pydot 1.4.1   REMOVED
pydot_ng 2.0.0   REMOVED
pygdal 2.4.4   REMOVED
pyproj 2.1.3   REMOVED
seaborn 0.9.0   REMOVED

IO

astor 0.8.1   REMOVED
atomicwrites 1.3.0   REMOVED
COOL 3_2_4 3_3_3
CORAL 3_2_4 3_3_3
flatbuffers 1.11.0   REMOVED
LCIO 02.13.03   REMOVED
netcdfc 4.7.0   REMOVED
podio 00.09.02   REMOVED
pyshp 2.1.0   REMOVED
pytables 3.6.1   REMOVED
xrootd 4.12.2 4.12.3

Math

blas 0.3.9.openblas 0.3.10.openblas
fastjet 3.3.2 3.3.2.atlas
geos 3.7.2   REMOVED
mpfi 1.5.3   REMOVED
mpfr 4.0.2   REMOVED
proj 6.0.0   REMOVED
sympy 1.4   REMOVED
VecGeom v1.1.5   REMOVED

XML

defusedxml 0.6.0   REMOVED
XercesC 3.1.3 3.2.3
xqilla 2.3.3   REMOVED

Simulation

delphes 3.4.3pre01   REMOVED
Geant4 10.06.p02   REMOVED

Tool

astroid 2.3.3   REMOVED
autopep8 1.4.4   REMOVED
awkward 0.12.17   REMOVED
backports_abc 0.5   REMOVED
bcrypt 3.1.6   REMOVED
benchmark 1.5.0   REMOVED
bleach 3.1.0   REMOVED
Boost 1.72.0 1.73.0
brotli 1.0.7   REMOVED
cachetools 3.1.1   REMOVED
caniusepython3 7.1.0   REMOVED
click 7.0   REMOVED
cloudpickle 1.2.1   REMOVED
CMake 3.14.3   REMOVED
cmmnbuild 2.1.3   REMOVED
CouchDB 1.2   REMOVED
coverage 4.5.3   REMOVED
cppgsl 3.0.1 3.1.0
cpymad 1.4.1   REMOVED
cython 0.29.16 0.29.20
dask 1.2.2   REMOVED
Davix 0.7.3 0.7.6
dill 0.3.1   REMOVED
distlib 0.2.9   REMOVED
distributed 1.28.1   REMOVED
double_conversion 3.1.5   REMOVED
elasticsearch 6.3.0   REMOVED
flake8 3.7.8   REMOVED
fplll 5.2.1   REMOVED
ftjam 2.5.2   REMOVED
gdb 9.1   REMOVED
gflags 2.2.2   REMOVED
glog 0.4.0   REMOVED
gomacro c9f381e   REMOVED
google_auth 1.6.3   REMOVED
gperftools 2.7 2.8.1
h5py 2.9.0   REMOVED
hadoop 3.2.1   REMOVED
HeapDict 1.0.0   REMOVED
hepdata_converter 0.1.35   REMOVED
hepdata_validator 0.2.1   REMOVED
hive 1.1.1   REMOVED
html5lib 1.0.1   REMOVED
imageio 2.5.0   REMOVED
ipaddress 1.0.22   REMOVED
ipykernel 5.1.1   REMOVED
ipywidgets 7.4.2   REMOVED
Jinja2 2.10.1   REMOVED
jpype 0.6.3   REMOVED
jsonc 0.12   REMOVED
jsoncpp 1.8.4   REMOVED
jsonschema 3.0.1   REMOVED
jupyter_contrib_core 0.3.3   REMOVED
jupyter_contrib_nbextensions 0.5.1   REMOVED
jupyter_nbextensions_configurator 0.4.1   REMOVED
kubernetes 9.0.0   REMOVED
lcgenv 1.3.14   REMOVED
lcov 1.14   REMOVED
libgit2 0.28.2   REMOVED
logilabcommon 1.4.2   REMOVED
madx 5.05.01   REMOVED
MarkupSafe 1.0   REMOVED
maven 3.6.1   REMOVED
metakernel 0.24.2   REMOVED
minrpc 0.0.11   REMOVED
mistune 0.8.4   REMOVED
msgpack 0.6.1   REMOVED
multiprocess 0.70.9   REMOVED
nbformat 4.4.0   REMOVED
networkx 2.3   REMOVED
node.js 12.16.1   REMOVED
notebook 5.7.8   REMOVED
numexpr 2.6.9   REMOVED
numpy 1.16.4 1.18.2
oauthlib 3.0.1   REMOVED
ocaml 4.07.1   REMOVED
pandocfilters 1.4.2   REMOVED
pathos 0.2.3   REMOVED
pox 0.2.5   REMOVED
ppft 1.6.4.9   REMOVED
prettytable 0.7.2   REMOVED
py 1.5.4   REMOVED
py4j 0.10.7   REMOVED
pyanalysis 2.0   REMOVED
pyasn1 0.4.5   REMOVED
pyasn1_modules 0.2.5   REMOVED
pygraphics 2.0   REMOVED
pyjson5 0.9.1   REMOVED
pylint 2.3.1   REMOVED
pynacl 1.3.0   REMOVED
PyRDF 0.2.1   REMOVED
pytest 5.3.4   REMOVED
python_gitlab 1.8.0   REMOVED
pytimber 2.7.0   REMOVED
pywt 1.0.3   REMOVED
pyzmq 18.0.1   REMOVED
qtconsole 4.5.1   REMOVED
qtpy 1.7.1   REMOVED
R 3.6.3   REMOVED
readline 8.0   REMOVED
requests_oauthlib 1.2.0   REMOVED
retrying 1.3.3   REMOVED
ROOT v6.20.06 v6.22.00
root_numpy 4.8.0   REMOVED
rpy2 3.0.4   REMOVED
rsa 4.0   REMOVED
scikitimage 0.14.3   REMOVED
scipy 1.3.0 1.5.1
singledispatch 3.4.0.3   REMOVED
snappy 1.1.7   REMOVED
sollya 7.0   REMOVED
sortedcontainers 2.1.0   REMOVED
spark 3.0.1-cern1   REMOVED
spdlog 1.5.0   REMOVED
tbb 2020_U1 2020_U2
tblib 1.4.0   REMOVED
terminado 0.8.2   REMOVED
testpath 0.4.2   REMOVED
toolz 0.9.0   REMOVED
unigen 2.2   REMOVED
uproot 3.10.12   REMOVED
valgrind 3.15.0 3.16.1
vectorclass 2.01.02   REMOVED
websocket_client 0.56.0   REMOVED
widgetsnbextension 3.3.0   REMOVED
xenv 1.0.0   REMOVED
yamlcpp 0.6.3   REMOVED
zict 0.1.4   REMOVED

Other

absl_py 0.7.1   REMOVED
arrow 0.15.1   REMOVED
assimp 5.0.1   REMOVED
colorcet 2.0.2   REMOVED
control 0.8.2   REMOVED
DD4hep 01-12-01   REMOVED
funcsigs 1.0.2   REMOVED
gast 0.2.2   REMOVED
Gaudi v33r1   REMOVED
genshi 0.7   REMOVED
gettext 0.20.1   REMOVED
globus_sdk 1.8.0   REMOVED
gophernotes 7c3ca4e   REMOVED
go.uuid b2ce238   REMOVED
go_zmq4 7a493a6   REMOVED
graphviz_py 0.11.1   REMOVED
grpcio 1.21.1   REMOVED
hadoop_xrootd 1.0.4   REMOVED
highfive 2.0   REMOVED
iminuit 1.3.6   REMOVED
importlib_resources 1.0.2   REMOVED
ipydatawidgets 4.0.1   REMOVED
ipympl 0.4.1   REMOVED
ipyparallel 6.2.4   REMOVED
isort 4.3.20   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
joblib 0.14.0   REMOVED
jupyter 1.0.0   REMOVED
jupyter_client 5.3.4   REMOVED
jupyter_console 6.1.0   REMOVED
jupyter_core 4.6.1   REMOVED
jupyter_highlight_selected_word 0.2.0   REMOVED
jupyterlab 1.2.6   REMOVED
jupyterlab_server 1.0.6   REMOVED
jupyter_latex_envs 1.4.4   REMOVED
lazy_object_proxy 1.4.3   REMOVED
libgeotiff 1.5.1   REMOVED
llvmlite 0.29.0   REMOVED
m2crypto 0.34.0   REMOVED
markdown 3.1.1   REMOVED
more_itertools 7.0.0   REMOVED
mpmath 1.1.0   REMOVED
nanomsg 1.1.5   REMOVED
nbconvert 5.5.0   REMOVED
numba 0.44.0   REMOVED
octave 5.1.0   REMOVED
octavekernel 0.31.0   REMOVED
omniorb 4.2.2   REMOVED
openmpi 3.1.0   REMOVED
OWSLib 0.17.1   REMOVED
packaging 19.0   REMOVED
param 1.9.3   REMOVED
paramiko 2.4.2   REMOVED
parsl 0.9.0   REMOVED
patsy 0.5.1   REMOVED
pbr 5.2.1   REMOVED
pillow 6.0.0   REMOVED
pjlsa 0.0.14   REMOVED
pkgconfig 1.5.1   REMOVED
plotly 4.5.0   REMOVED
pluggy 0.12.0   REMOVED
prctl 1.7   REMOVED
prometheus_client 0.7.0   REMOVED
pyarrow 0.15.1   REMOVED
pyct 0.4.6   REMOVED
pyjapc 2.0.4   REMOVED
PyJWT 1.7.1   REMOVED
pyrsistent 0.15.2   REMOVED
pyserial 3.4   REMOVED
python_vxi11 0.9   REMOVED
pytools 2019.1.1   REMOVED
rapidjson 1.1.0   REMOVED
redis 3.2.1   REMOVED
rise 5.5.0   REMOVED
send2trash 1.5.0   REMOVED
shapely 1.6.4.post2   REMOVED
simplejson 3.16.1   REMOVED
statsmodels 0.10.2   REMOVED
termcolor 1.1.0   REMOVED
texinfo 6.3   REMOVED
thrift 0.13.0   REMOVED
traittypes 0.2.1   REMOVED
typed_ast 1.4.0   REMOVED
typeguard 2.7.0   REMOVED
tzlocal 2.0.0   REMOVED
umesimd 0.8.1   REMOVED
uncertainties 3.1.2   REMOVED
upandas 0.2.0   REMOVED
uproot_methods 0.7.1   REMOVED
vcversioner 2.16.0.0   REMOVED
veccore 0.6.0   REMOVED
webencodings 0.5.1   REMOVED
werkzeug 0.15.4   REMOVED
wrapt 1.11.1   REMOVED
zstandard 0.13.0   REMOVED

Generator

collier 1.2.4   New
crmc 1.6.0   New
evtgen 1.7.0   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
herwig3 7.2.1   New
hijing 1.383bs.2   New
hydjet 1.8   New
lhapdf 6.2.3   New
looptools 2.15   New
madgraph5amc 2.8.1.atlas3   New
mctester 1.25.0   New
mcutils 1.3.5   New
njet 2.0.0   New
openloops 2.1.1   New
photos++ 3.61   New
pyquen 1.5.1   New
pythia6 429.2   New
pythia8 244.rangefix   New
qd 2.3.13   New
qgraf 3.1.4   New
rivet 3.1.2   New
sherpa 2.2.11   New
starlight r313   New
superchic 3.06   New
syscalc 1.1.7   New
tauola++ 1.1.6   New
thepeg 2.2.1   New
vbfnlo 3.0.0beta5   New
yoda 1.8.3   New

Machine Learning

C50 2.07   REMOVED
catboost 0.9.1.1   REMOVED
keras 2.2.4   REMOVED
keras_applications 1.0.8   REMOVED
keras_preprocessing 1.1.0   REMOVED
lwtnn 2.8.1   REMOVED
neurobayes 3.7.0   REMOVED
neurobayes_expert 3.7.0   REMOVED
pystan 2.19.0.0   REMOVED
scikitlearn 0.21.2   REMOVED
tensorboard 1.14.0   REMOVED
tensorflow 1.14.0   REMOVED
tensorflow_estimator 1.14.0   REMOVED
theano 1.0.4   REMOVED
torch 1.4.0   REMOVED
torchvision 0.5.0   REMOVED
tricktrack 1.0.9   REMOVED
xgboost 0.90   REMOVED