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 <delahera@gmail.com> 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
_______________________________________________
Cloud mailing list -- cloud@lists.wikimedia.org
List information: https://lists.wikimedia.org/postorius/lists/cloud.lists.wikimedia.org/