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From indus well <indusw...@gmail.com>
Subject Re: Database Lookup Approach
Date Sun, 15 Nov 2015 16:40:19 GMT
Thanks, Joe. Yes, the referenced lookup data does not change frequently so
your built-in caching strategy sounds great. Would you expand on how to
implement the built-in caching mechanism as well as refreshing the cache in
NiFi please?

Thanks,

Indus

On Sat, Nov 14, 2015 at 12:24 PM, Joe Witt <joe.witt@gmail.com> wrote:

> Indus,
>
> Let's project out one order of magnitude.  That puts you at just a bit
> more than 500 lookups per second.  You will want to consider the
> properties of the data itself and the properties of the database.
> This helps you decide on the appropriate caching and querying
> strategy.  If the data as-is lends itself to highly effective caching
> behavior then you're good.  If not you may choose to intentionally
> merge/batch data together to gain higher cache hits.  With regard to
> the database itself if it is being updated frequently then you'll need
> a tighter cache refresh policy and so on.  Anyway such cases and
> fairly wide combination of scenarios have been played out with great
> effect in NiFi.  We have some of the tools you'll need out of the box
> to do this and some you'll possibly need to build for your database or
> caching strategy or if you want to edit the JSON data based on the
> results of the database lookup.
>
> So general flow logic would be like this (not specific to any existing
> processor)
>
> 1) Consume JSON object
> 2) Extract username from JSON object as a flow file attribute
> 3) Execute SQL statement to lookup results of query with username.
> This could be a single processor which has a built-in caching
> mechanism or a processor that first looks up in a cache then if misses
> looks up against the actual database and then populates the cache.
> 4) The attributes of the flow file now contain the results of the
> query.  Update the JSON object content if necessary using attributes
> or just make an attribute based routing decision
>
> The key part of this is really 3.  Many ways to go after that.
>
> Thanks
> Joe
>
> On Sat, Nov 14, 2015 at 12:46 PM, indus well <induswell@gmail.com> wrote:
> > Hi NiFi Experts:
> >
> > I have a use case where I consume a Json message containing an userID and
> > need to lookup the value from a database table. The transaction volume is
> > averaging around 5 million per day and growing. What would be the best
> > approach for this scenario.
> >
> > Thanks,
> >
> > Indus
> >
> >
>

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