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From Holden Karau <hol...@pigscanfly.ca>
Subject Re: Deprecate IgniteRDD in embedded mode
Date Fri, 01 Dec 2017 00:42:19 GMT
So for what it's worth more and more of Spark's own services have also
moved to be in separate processes, and with the increased work around
scaling the executors are going to continue this trend.

On Thu, Nov 30, 2017 at 3:07 PM, Valentin Kulichenko <
valentin.kulichenko@gmail.com> wrote:

> Igniters,
> Currently we claim to support IgniteRDD in two modes: standalone and
> embedded. Standalone means there is a separately running Ignite cluster,
> and Spark start client node(s) to interact with it. In embedded node
> everything runs within Spark, including Ignite server nodes that are
> started embedded into Spark executors.
> The latter case doesn't really work, mainly because the lifecycle of Spark
> executors is not very predictable - Spark can start and stop them while
> application is running. In case Ignite cluster is used to store data (which
> is usually the case), this causes unnecessary rebalancing or even
> unexpected data loss.
> I propose to deprecate and eventually discontinue the embedded mode.
> Luckily, standalone mode is the default one, so we can simply print out a
> clear warning if one switches to embedded mode, and also mention this in
> the docs.
> Thoughts? If there are no objections, I will create a ticket and make the
> change.
> -Val

Twitter: https://twitter.com/holdenkarau

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