Github user Stibbons commented on the issue:
https://github.com/apache/spark/pull/14180
Status for test 'standalone install, 'client' deployment":
- virtualenv create and pip install Pypi repository: ok (1 min 30 exec)
- wheelhouse (Pypi repositoy): ko, because 'cffi' refuses the built wheel.
Not related to this patch, but require more effort on documentation.
Test deploys a job that depends from many popular Pypi packages, among them
Pandas, Theano, Scikit-learn,...):
```
alabaster==0.7.9
arrow==0.8.0
astroid==1.4.8
attrs==16.1.0
autopep8==1.2.4
Babel==2.3.4
backports.functools-lru-cache==1.2.1
BeautifulSoup==3.2.1
bolt-python==0.7.1
boto==2.42.0
cffi==1.7.0
click==6.6
configparser==3.5.0
cryptography==1.5
cycler==0.10.0
dask==0.11.0
decorator==4.0.10
docutils==0.12
enum34==1.1.6
findspark==1.1.0
first==2.0.1
flake8==3.0.4
funcsigs==1.0.2
futures==3.0.5
hypothesis==3.4.2
idna==2.1
imagesize==0.7.1
ipaddress==1.0.16
isort==4.2.5
Jinja2==2.8
jira==1.0.3
kerberos-sspi===0.1-intel
lazy-object-proxy==1.2.2
linecache2==1.0.0
MarkupSafe==0.23
matplotlib==1.5.2
mccabe==0.5.2
mock==2.0.0
mpmath==0.19
ndg-httpsclient==0.4.2
networkx==1.11
nltk==3.2.1
nose==1.3.7
numpy==1.11.1
oauthlib==1.1.2
panda==0.3.1
pandas==0.18.1
pathlib==1.0.1
pbr==1.10.0
pep8==1.7.0
Pillow==3.3.1
pip-tools==1.7.0
py==1.4.31
pyasn1==0.1.9
pyasn1-modules==0.0.8
PyBrain==0.3
pycodestyle==2.0.0
pycparser==2.14
pycrypto==2.6.1
pyflakes==1.2.3
PyGithub==1.26.0
Pygments==2.1.3
pylint==1.6.4
pyOpenSSL==16.1.0
pyparsing==2.1.8
pytest==3.0.1
python-dateutil==2.5.3
python-ntlm==1.1.0
pytz==2016.6.1
PyYAML==3.12
-e
git+ssh://[email protected]:29418/a/qsi/spark@1af5c148f8f2d55f6f26a067a822f722528e13b9#egg=qsi_jobs
requests==2.11.1
requests-aws4auth==0.9
requests-kerberos===0.6.1-intel
requests-oauthlib==0.6.2
requests-toolbelt==0.7.0
scikit-image==0.12.3
scikit-learn==0.17.1
scipy==0.18.0
service-identity==16.0.0
singledispatch==3.4.0.3
six==1.10.0
sklearn-pandas==1.1.0
snowballstemmer==1.2.1
spark-testing-base==0.0.7.post2
Sphinx==1.4.6
suds==0.4
sympy==1.0
Theano==0.8.2
thunder-python==1.4.2
tifffile==0.9.2
tlslite==0.4.9
toolz==0.8.0
traceback2==1.4.0
Unidecode==0.4.19
unittest2==1.1.0
urllib3==1.16
wrapt==1.10.8
-e
git+ssh://internal.server.com/a/project/name@7f4a7623aa219743e9b96b228b4cd86fe9bc5595#egg=projectname
yapf==0.11.1
```
Execution of this installation takes 1 min on each executor, thanks to pip
and wheels being downloaded from our internal pypi.python.org mirror:
```
16/08/30 17:07:47 DEBUG PythonWorkerFactory: Running command:
virtualenv_app-20160830170740-0000_0/bin/pip install -r requirements.txt
--index-url https://internal.pypmirror/artifactory/api/pypi/pypi-prod/simple
--trusted-host internal.pypmirror qsi-jobs-0.0.1.dev15.tar.gz
16/08/30 17:08:58 DEBUG PythonWorkerFactory: Starting daemon with
pythonExec: virtualenv_app-20160830170740-0000_0/bin/python
```
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