[IPython-dev] roadmap for IPython.zmq.parallel
barrywark at gmail.com
Tue Dec 28 10:25:46 EST 2010
Min and Fernando,
Thank you both for your comments. It sounds like we will keep a very
close eye on the zmq.parallel work—and contribute where we can—but it
may be a little premature (risk-averse mananger talking now) to plan a
project with a dependency on it. Error handling (and reporting) is
going to be a big issue since we're letting users create both the
workflow and the code that gets executed. Matlab's parallel computing
toolbox is not a shinning example of an API, but they have done some
nice work with error reporting; it may be a useful inspriration and
perhaps something we could contribute. The zmq.parallel
I will certainly look into nipy more closely. Thanks for the
Happy Holidays to all,
On Mon, Dec 20, 2010 at 8:44 PM, MinRK <benjaminrk at gmail.com> wrote:
> I think targeting the current zmq.parallel code is worthwhile right now. I
> would call the current state 'alpha' level, as it is has yet to be reviewed,
> and is largely untested in the wild, but getting it up to code, so to speak,
> shouldn't be a huge project.
> The primary shortcomings currently:
> * Configuration - Some very nice work has been done to add configurable
> objects in IPython, and these tools are not yet used in the zmq parallel
> * Startup Scripts - Brian and others built some very nice tools for
> deploying Twisted IPython on various clusters, and this work hasn't yet been
> ported to use the existing ZeroMQ processes.
> * Security - We do now allow for ssh tunnels, and it works with shell ssh,
> as well as Paramiko. This is the newest code, and is largely untested
> against the wide variety of key/password combinations used for ssh
> * Error handling - When code is going well, it's pretty solid, but there are
> still decisions to be made on how to handle exceptions. It survives errors
> just fine, but exactly how we deal with the failures is likely to change.
> The main pains you may see from it being alpha is that the API is not yet
> frozen. I wouldn't expect it to change much, but as we haven't had the
> serious round of review yet, things are likely to change a little bit, so
> you can expect to have your code require small adjustments while we iron
> things out. But the basics are there, and won't change significantly.
> On Fri, Dec 17, 2010 at 07:45, Barry Wark <barrywark at gmail.com> wrote:
>> Hi all,
>> It's been too long since I've been able to hang out in IPython land.
>> Given my previous interests, it's really exciting to see the work in
>> frontends accelerating with the new refactoring.
>> I'm very excited to have a new opportunity to get back to IPython work
>> on a client project. The contract is to build a scientific data
>> processing and analysis framework. The analyses are expressed as a
>> DAG, with computation at the nodes done by exectuables that take a
>> standardized set of arguments and return a contracted output format.
>> Some of the executables are C, some Matlab, some Python, etc--standard
>> fare in academia. Our job is to build the engine to execute these
>> workflows, monitor results, etc. Jobs will initially execute on a
>> single machine (thus multiprocessing or a higher-level framework like
>> Rufus, http://www.ruffus.org.uk/) make sense, but the user may
>> eventually want to expand onto a local cluster.
>> MinRK's IPython.zmq.parallel branch, with its support for DAG
>> dependencies looks like it might fit the bill as a base for our work.
>> I'm curious what you think is the status and timeline of this branch.
>> I am happy to dedicate time to improving and helping with the
>> IPython.zmq.parallel branch; the contract includes 1/4 time for the
>> duration of the project for work on project dependencies. The timeline
>> for deploying our project is roughly Feb-March. Is it
>> reasonable/adviseable to build on IPython.zmp.parallel in that
>> timeframe? It looks like ssh tunnels are the current basis for
>> security in the zmq branch. Is that correct? Are there any plans to
>> implement any sort of pluggable authentication/authorization?
>> Barry Wark
>> IPython-dev mailing list
>> IPython-dev at scipy.org
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