best practices for testing eventual consistency?

Aphyr aphyr at
Tue Nov 15 13:30:55 EST 2011

The fastest thing is probably to generate conflicts right below the 
conflict resolution system. If you are worried you can't predict the 
conflicts at all, go ahead and perform multiple reads and writes at 
overlapping times. No need for excessive load; controlling the timing 
alone should be sufficient.


On 11/15/2011 10:23 AM, Jesse Myers wrote:
> I'm contemplating migrating a write-intensive system from MySQL to Riak.
> I understand the eventual consistency model and the need to resolve
> conflicts in application code, especially if allow_mult is true. My
> concern is that I won't discover all of the conflict scenarios my
> application code needs to handle until after we're live in production.
> Are there best practices for producing conflicts in development
> environment? Is my best option to simulate a large amount of load and
> see what happens? Should I lower my R or W values? Kill off nodes
> randomly?
> Related question: I'd like to write unit tests for conflict scenarios
> I anticipate/encounter. Do any of the client libraries come with good
> mock support or is that something I need to roll myself?
> Thanks,
> Jesse
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