Hello! Would you be able to explain a little more on the access pattern? Is
this going to be a bulk operation across, for example, all articles on a
wiki? Would you mind posting your reply on this list as well as, after
signing up (if not already signed up), on the discovery list (
https://lists.wikimedia.org/postorius/lists/discovery.lists.wikimedia.org/
) ?

Thanks!
-Adam

On Mon, Oct 13, 2025 at 9:24 AM <[email protected]> wrote:

> Hi! I'm trying to get articletopic predictions for a bunch of Wikipedia
> articles.[1] This value is cached in Elasticsearch indices,[2] under the
> WeightedTags field.[3]
>
> Because using CirrusSearch through the Action API would return at most 500
> results,[4] I was thinking of querying the CirrusSearch database directly.
>
> I've seen there is the CloudElastic replica,[5] but I'm not being able to
> use it from PAWS. Is it only available from Cloud VPS and Toolforge?
>
> Otherwise, can you suggest an alternative for what I'm trying to
> accomplish? Thank you!
>
> [1]
> https://api.wikimedia.org/wiki/Lift_Wing_API/Reference/Get_articletopic_outlink_prediction
> [2] https://wikitech.wikimedia.org/wiki/Search/articletopic
> [3] https://wikitech.wikimedia.org/wiki/Search/WeightedTags
> [4] https://www.mediawiki.org/w/api.php?action=help&modules=query%2Bsearch
> [5]
> https://wikitech.wikimedia.org/wiki/Help:CirrusSearch_OpenSearch_replicas
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