[openstack-dev] [savanna] How to handle diverging EDP job configuration settings
Trevor McKay
tmckay at redhat.com
Wed Jan 29 14:23:24 UTC 2014
So, assuming we go forward with this, the followup question is whether
or not to move "main_class" and "java_opts" for Java actions into
"edp.java.main_class" and "edp.java.java_opts" configs.
I think yes.
Best,
Trevor
On Wed, 2014-01-29 at 09:15 -0500, Trevor McKay wrote:
> On Wed, 2014-01-29 at 14:35 +0400, Alexander Ignatov wrote:
> > Thank you for bringing this up, Trevor.
> >
> > EDP gets more diverse and it's time to change its model.
> > I totally agree with your proposal, but one minor comment.
> > Instead of "savanna." prefix in job_configs wouldn't it be better to make it
> > as "edp."? I think "savanna." is too more wide word for this.
>
> +1, brilliant. EDP is perfect. I was worried about the scope of
> "savanna." too.
>
> > And one more bureaucratic thing... I see you already started implementing it [1],
> > and it is named and goes as new EDP workflow [2]. I think new bluprint should be
> > created for this feature to track all code changes as well as docs updates.
> > Docs I mean public Savanna docs about EDP, rest api docs and samples.
>
> Absolutely, I can make it new blueprint. Thanks.
>
> > [1] https://review.openstack.org/#/c/69712
> > [2] https://blueprints.launchpad.net/openstack/?searchtext=edp-oozie-streaming-mapreduce
> >
> > Regards,
> > Alexander Ignatov
> >
> >
> >
> > On 28 Jan 2014, at 20:47, Trevor McKay <tmckay at redhat.com> wrote:
> >
> > > Hello all,
> > >
> > > In our first pass at EDP, the model for job settings was very consistent
> > > across all of our job types. The execution-time settings fit into this
> > > (superset) structure:
> > >
> > > job_configs = {'configs': {}, # config settings for oozie and hadoop
> > > 'params': {}, # substitution values for Pig/Hive
> > > 'args': []} # script args (Pig and Java actions)
> > >
> > > But we have some things that don't fit (and probably more in the
> > > future):
> > >
> > > 1) Java jobs have 'main_class' and 'java_opts' settings
> > > Currently these are handled as additional fields added to the
> > > structure above. These were the first to diverge.
> > >
> > > 2) Streaming MapReduce (anticipated) requires mapper and reducer
> > > settings (different than the mapred.xxxx.class settings for
> > > non-streaming MapReduce)
> > >
> > > Problems caused by adding fields
> > > --------------------------------
> > > The job_configs structure above is stored in the database. Each time we
> > > add a field to the structure above at the level of configs, params, and
> > > args, we force a change to the database tables, a migration script and a
> > > change to the JSON validation for the REST api.
> > >
> > > We also cause a change for python-savannaclient and potentially other
> > > clients.
> > >
> > > This kind of change seems bad.
> > >
> > > Proposal: Borrow a page from Oozie and add "savanna." configs
> > > -------------------------------------------------------------
> > > I would like to fit divergent job settings into the structure we already
> > > have. One way to do this is to leverage the 'configs' dictionary. This
> > > dictionary primarily contains settings for hadoop, but there are a
> > > number of "oozie.xxx" settings that are passed to oozie as configs or
> > > set by oozie for the benefit of running apps.
> > >
> > > What if we allow "savanna." settings to be added to configs? If we do
> > > that, any and all special configuration settings for specific job types
> > > or subtypes can be handled with no database changes and no api changes.
> > >
> > > Downside
> > > --------
> > > Currently, all 'configs' are rendered in the generated oozie workflow.
> > > The "savanna." settings would be stripped out and processed by Savanna,
> > > thereby changing that behavior a bit (maybe not a big deal)
> > >
> > > We would also be mixing "savanna." configs with config_hints for jobs,
> > > so users would potentially see "savanna.xxxx" settings mixed with oozie
> > > and hadoop settings. Again, maybe not a big deal, but it might blur the
> > > lines a little bit. Personally, I'm okay with this.
> > >
> > > Slightly different
> > > ------------------
> > > We could also add a "'savanna-configs': {}" element to job_configs to
> > > keep the configuration spaces separate.
> > >
> > > But, now we would have 'savanna-configs' (or another name), 'configs',
> > > 'params', and 'args'. Really? Just how many different types of values
> > > can we come up with? :)
> > >
> > > I lean away from this approach.
> > >
> > > Related: breaking up the superset
> > > ---------------------------------
> > >
> > > It is also the case that not every job type has every value type.
> > >
> > > Configs Params Args
> > > Hive Y Y N
> > > Pig Y Y Y
> > > MapReduce Y N N
> > > Java Y N Y
> > >
> > > So do we make that explicit in the docs and enforce it in the api with
> > > errors?
> > >
> > > Thoughts? I'm sure there are some :)
> > >
> > > Best,
> > >
> > > Trevor
> > >
> > >
> > >
> > >
> > >
> > >
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> >
> >
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