h2o4gpu
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Published
20 hours ago •
h2oai
h2oai
Conda install for h2o4gpu installs more packages in environment than pip install
Noticed that conda install of h2o4gpu installs lot more packages in the created environment than the corresponding pip install method.
(env) hemen@mr-dl7:~/Workspace/Office/h2o4gpu-issue$ pip list --local
Package Version
----------------- -----------
apipkg 1.5
astroid 1.6.6
atomicwrites 1.3.0
attrs 19.1.0
coverage 4.5.3
execnet 1.6.0
future 0.16.0
h2o4gpu 0.3.1.10000
isort 4.3.17
lazy-object-proxy 1.3.1
mccabe 0.6.1
more-itertools 7.0.0
numpy 1.15.1
pandas 0.24.1
pip 19.0.3
pluggy 0.9.0
psutil 5.4.5
py 1.8.0
pylint 1.8.4
pytest 3.10.1
pytest-cov 2.5.1
pytest-forked 0.2
pytest-xdist 1.22.2
python-dateutil 2.7.2
pytz 2018.4
scikit-learn 0.19.1
scipy 1.1.0
setuptools 41.0.0
six 1.12.0
tabulate 0.8.2
wheel 0.33.1
wrapt 1.11.1
(env) hemen@mr-dl7:~/Workspace/Office/h2o4gpu-issue$
Whereas the conda based environment includes
(h2o4gpu) hemen@mr-dl7:~$ conda list
# packages in environment at /home/hemen/miniconda/envs/h2o4gpu:
#
# Name Version Build Channel
alabaster 0.7.12 py_0 conda-forge
apipkg 1.4 py36_0 conda-forge
arrow-cpp 0.13.0 py36h73cd1b8_0 conda-forge
asn1crypto 0.24.0 py36_1003 conda-forge
astroid 1.6.5 py36_0 conda-forge
attrs 17.4.0 py_0 conda-forge
awscli 1.15.6 py36_0 conda-forge
babel 2.6.0 py_1 conda-forge
backcall 0.1.0 py_0 conda-forge
blas 1.0 mkl
bleach 3.1.0 pypi_0 pypi
boost-cpp 1.68.0 h11c811c_1000 conda-forge
botocore 1.10.6 py_0 conda-forge
brotli 1.0.7 hf484d3e_1000 conda-forge
bzip2 1.0.6 h14c3975_1002 conda-forge
ca-certificates 2019.3.9 hecc5488_0 conda-forge
certifi 2019.3.9 py36_0 conda-forge
cffi 1.12.2 py36hf0e25f4_1 conda-forge
chardet 3.0.4 py36_1003 conda-forge
colorama 0.3.7 py36_0 conda-forge
coverage 4.4.1 py36_0 conda-forge
cryptography 2.5 py36hb7f436b_1 conda-forge
cycler 0.10.0 py_1 conda-forge
cython 0.27.3 py36_0 conda-forge
dbus 1.13.0 h4e0c4b3_1000 conda-forge
decorator 4.4.0 py_0 conda-forge
docutils 0.14 py36_1001 conda-forge
entrypoints 0.3 py36_1000 conda-forge
execnet 1.5.0 py_0 conda-forge
expat 2.2.5 hf484d3e_1002 conda-forge
feather-format 0.4.0 py_1003 conda-forge
fontconfig 2.12.1 4 conda-forge
freetype 2.7 1 conda-forge
future 0.16.0 py36_1002 conda-forge
gettext 0.19.8.1 hc5be6a0_1002 conda-forge
gflags 2.2.2 hf484d3e_1001 conda-forge
glib 2.58.3 hf63aee3_1001 conda-forge
glog 0.3.5 hf484d3e_1001 conda-forge
gst-plugins-base 1.14.4 hdf3bae2_1001 conda-forge
gstreamer 1.14.4 h66beb1c_1001 conda-forge
h2o 3.18.0.11 py36_0 h2oai
h2o4gpu-cuda9 0.3.0.10000 py36_linux_64_56b6165_55 h2oai
icu 58.2 hf484d3e_1000 conda-forge
idna 2.8 py36_1000 conda-forge
imagesize 1.1.0 py_0 conda-forge
intel-openmp 2019.3 199
ipykernel 4.6.1 py36_0 conda-forge
ipython 6.3.1 py36_0 conda-forge
ipython_genutils 0.2.0 py_1 conda-forge
ipywidgets 6.0.0 py36_0 conda-forge
isort 4.3.17 py36_0 conda-forge
jedi 0.13.3 py36_0 conda-forge
jinja2 2.10.1 py_0 conda-forge
jmespath 0.9.4 py_0 conda-forge
jpeg 9c h14c3975_1001 conda-forge
jsonschema 3.0.1 py36_0 conda-forge
jupyter 1.0.0 py_2 conda-forge
jupyter_client 5.2.4 py_3 conda-forge
jupyter_console 5.1.0 py36_0 conda-forge
jupyter_core 4.4.0 py_0 conda-forge
lazy-object-proxy 1.3.1 py36h14c3975_1000 conda-forge
libffi 3.2.1 he1b5a44_1006 conda-forge
libgcc-ng 8.2.0 hdf63c60_1
libgfortran-ng 7.3.0 hdf63c60_0
libiconv 1.15 h516909a_1005 conda-forge
libpng 1.6.36 h84994c4_1000 conda-forge
libprotobuf 3.7.1 h8b12597_0 conda-forge
libsodium 1.0.16 h14c3975_1001 conda-forge
libstdcxx-ng 8.2.0 hdf63c60_1
libtiff 4.0.10 h9022e91_1002 conda-forge
libxcb 1.13 h14c3975_1002 conda-forge
libxml2 2.9.8 h143f9aa_1005 conda-forge
llvmlite 0.23.0 py36_1 conda-forge
lz4-c 1.8.1.2 0 conda-forge
markupsafe 1.1.1 py36h14c3975_0 conda-forge
matplotlib 2.0.2 py36_2 conda-forge
mccabe 0.6.1 py_1 conda-forge
mistune 0.8.4 py36h14c3975_1000 conda-forge
mkl 2018.0.3 1
mkl_fft 1.0.10 py36_0 conda-forge
mkl_random 1.0.2 py36_0 conda-forge
more-itertools 4.3.0 py36_1000 conda-forge
nbconvert 5.3.1 py36_0
nbformat 4.3.0 py36_0 conda-forge
ncurses 5.9 10 conda-forge
notebook 5.4.1 py36_0 conda-forge
numba 0.38.0 py36_0 conda-forge
numpy 1.15.1 py36h3b04361_0
numpy-base 1.15.1 py36h81de0dd_0
olefile 0.46 py_0 conda-forge
openssl 1.0.2r h14c3975_0 conda-forge
pandas 0.23.4 py36h637b7d7_1000 conda-forge
pandoc 2.7.2 0 conda-forge
pandocfilters 1.4.2 py_1 conda-forge
parquet-cpp 1.5.1 2 conda-forge
parso 0.4.0 py_0 conda-forge
patsy 0.5.1 py_0 conda-forge
pcre 8.41 hf484d3e_1003 conda-forge
pexpect 4.7.0 py36_0 conda-forge
pickleshare 0.7.5 py36_1000 conda-forge
pillow 4.2.1 py36_0 conda-forge
pip 19.0.3 py36_0 conda-forge
pluggy 0.6.0 py_0 conda-forge
prompt_toolkit 1.0.15 py_1 conda-forge
psutil 5.4.5 py36_0 conda-forge
pthread-stubs 0.4 h14c3975_1001 conda-forge
ptyprocess 0.6.0 py_1001 conda-forge
py 1.5.2 py_0 conda-forge
pyarrow 0.13.0 py36h0978efd_0 conda-forge
pyasn1 0.4.4 py_1 conda-forge
pycparser 2.19 py36_1 conda-forge
pygments 2.3.1 py_0 conda-forge
pylint 1.8.4 py36_0 conda-forge
pyopenssl 19.0.0 py36_0 conda-forge
pyparsing 2.4.0 py_0 conda-forge
pyqt 5.6.0 py36h13b7fb3_1008 conda-forge
pyrsistent 0.14.11 py36h14c3975_0 conda-forge
pysocks 1.6.8 py36_1002 conda-forge
pytest 3.5.1 py36_0 conda-forge
pytest-cov 2.5.1 py_1 conda-forge
pytest-forked 0.2 py_0 conda-forge
pytest-xdist 1.22.2 0 conda-forge
python 3.6.3 1 conda-forge
python-dateutil 2.7.2 py_0 conda-forge
pytz 2018.4 py_0 conda-forge
pyyaml 3.12 py36_1 conda-forge
pyzmq 17.0.0 py36hae99301_5 conda-forge
qt 5.6.2 3 conda-forge
qtconsole 4.4.3 py_0 conda-forge
re2 2019.04.01 he1b5a44_0 conda-forge
readline 6.2 0 conda-forge
requests 2.21.0 py36_1000 conda-forge
rsa 3.4.2 py_1 conda-forge
s3transfer 0.1.13 py36_1001 conda-forge
scikit-learn 0.19.1 py36hedc7406_0
scipy 1.1.0 py36hfa4b5c9_1
seaborn 0.8.1 py_1 conda-forge
send2trash 1.5.0 py_0 conda-forge
setuptools 41.0.0 py36_0 conda-forge
simplegeneric 0.8.1 py_1 conda-forge
sip 4.18.1 py36hf484d3e_1000 conda-forge
six 1.11.0 py36_1001 conda-forge
snappy 1.1.7 hf484d3e_1002 conda-forge
snowballstemmer 1.2.1 py_1 conda-forge
sphinx 1.5.6 py36_0 conda-forge
sphinx_rtd_theme 0.2.4 py36_0 conda-forge
sqlite 3.13.0 1 conda-forge
statsmodels 0.9.0 py36h3010b51_1000 conda-forge
tabulate 0.8.2 py_0 conda-forge
terminado 0.8.2 py36_0 conda-forge
testpath 0.4.2 py_1001 conda-forge
thrift-cpp 0.12.0 h23e226f_1001 conda-forge
tk 8.5.19 2 conda-forge
tornado 6.0.2 py36h516909a_0 conda-forge
traitlets 4.3.2 py36_1000 conda-forge
urllib3 1.24.1 py36_1000 conda-forge
wcwidth 0.1.7 py_1 conda-forge
webencodings 0.5.1 py_1 conda-forge
wheel 0.31.1 py36_1001 conda-forge
widgetsnbextension 3.4.2 py36_1000 conda-forge
wrapt 1.11.1 py36h14c3975_0 conda-forge
xorg-libxau 1.0.9 h14c3975_0 conda-forge
xorg-libxdmcp 1.1.3 h516909a_0 conda-forge
xz 5.2.4 h14c3975_1001 conda-forge
yaml 0.1.7 h14c3975_1001 conda-forge
yapf 0.17.0 py36_0 conda-forge
zeromq 4.2.5 hf484d3e_1006 conda-forge
zlib 1.2.11 h14c3975_1004 conda-forge
zstd 1.3.3 1 conda-forge
(h2o4gpu) hemen@mr-dl7:~$ ds
