Re: numpy + pyspark
I too felt the same Nick but I don't have root privileges on the cluster, unfortunately. Are there any alternatives? On 27 June 2014 08:04, Nick Pentreath nick.pentre...@gmail.com wrote: I've not tried this - but numpy is a tricky and complex package with many dependencies on Fortran/C libraries etc. I'd say by the time you figure out correctly deploying numpy in this manner, you may as well have just built it into your cluster bootstrap process, or PSSH install it on each node... On Fri, Jun 27, 2014 at 4:58 PM, Avishek Saha avishek.s...@gmail.com wrote: To clarify I tried it and it almost worked -- but I am getting some problems from the Random module in numpy. If anyone has successfully passed a numpy module (via the --py-files option) to spark-submit then please let me know. Thanks !! Avishek On 26 June 2014 17:45, Avishek Saha avishek.s...@gmail.com wrote: Hi all, Instead of installing numpy in each worker node, is it possible to ship numpy (via --py-files option maybe) while invoking the spark-submit? Thanks, Avishek
Re: numpy + pyspark
Would deploying virtualenv on each directory on the cluster be viable? The dependencies would get tricky but I think this is the sort of situation it's built for. On 6/27/14, 11:06 AM, Avishek Saha wrote: I too felt the same Nick but I don't have root privileges on the cluster, unfortunately. Are there any alternatives? On 27 June 2014 08:04, Nick Pentreath nick.pentre...@gmail.com mailto:nick.pentre...@gmail.com wrote: I've not tried this - but numpy is a tricky and complex package with many dependencies on Fortran/C libraries etc. I'd say by the time you figure out correctly deploying numpy in this manner, you may as well have just built it into your cluster bootstrap process, or PSSH install it on each node... On Fri, Jun 27, 2014 at 4:58 PM, Avishek Saha avishek.s...@gmail.com mailto:avishek.s...@gmail.com wrote: To clarify I tried it and it almost worked -- but I am getting some problems from the Random module in numpy. If anyone has successfully passed a numpy module (via the --py-files option) to spark-submit then please let me know. Thanks !! Avishek On 26 June 2014 17:45, Avishek Saha avishek.s...@gmail.com mailto:avishek.s...@gmail.com wrote: Hi all, Instead of installing numpy in each worker node, is it possible to ship numpy (via --py-files option maybe) while invoking the spark-submit? Thanks, Avishek
Re: numpy + pyspark
I suppose along those lines, there's also Anaconda: https://store.continuum.io/cshop/anaconda/ On 6/27/14, 11:13 AM, Nick Pentreath wrote: Hadoopy uses http://www.pyinstaller.org/ to package things up into an executable that should be runnable without root privileges. It says it support numpy On Fri, Jun 27, 2014 at 5:08 PM, Shannon Quinn squ...@gatech.edu mailto:squ...@gatech.edu wrote: Would deploying virtualenv on each directory on the cluster be viable? The dependencies would get tricky but I think this is the sort of situation it's built for. On 6/27/14, 11:06 AM, Avishek Saha wrote: I too felt the same Nick but I don't have root privileges on the cluster, unfortunately. Are there any alternatives? On 27 June 2014 08:04, Nick Pentreath nick.pentre...@gmail.com mailto:nick.pentre...@gmail.com wrote: I've not tried this - but numpy is a tricky and complex package with many dependencies on Fortran/C libraries etc. I'd say by the time you figure out correctly deploying numpy in this manner, you may as well have just built it into your cluster bootstrap process, or PSSH install it on each node... On Fri, Jun 27, 2014 at 4:58 PM, Avishek Saha avishek.s...@gmail.com mailto:avishek.s...@gmail.com wrote: To clarify I tried it and it almost worked -- but I am getting some problems from the Random module in numpy. If anyone has successfully passed a numpy module (via the --py-files option) to spark-submit then please let me know. Thanks !! Avishek On 26 June 2014 17:45, Avishek Saha avishek.s...@gmail.com mailto:avishek.s...@gmail.com wrote: Hi all, Instead of installing numpy in each worker node, is it possible to ship numpy (via --py-files option maybe) while invoking the spark-submit? Thanks, Avishek
numpy + pyspark
Hi all, Instead of installing numpy in each worker node, is it possible to ship numpy (via --py-files option maybe) while invoking the spark-submit? Thanks, Avishek
