Hello,

Just noticed my numbering is off, should be:

1. Deploy a feature store from a JSON file to each collection.
2. Reload all collections as advised in the documentation:
https://lucene.apache.org/solr/guide/7_5/learning-to-rank.html#applying-changes
3. Deploy the related model from a JSON file.
4. Reload all collections again.


An update: applying this process twice I was able to fix the issue.
However, it required "patching" individual collections, while reloading was
done for all collections at once. I'm not sure this is very transparent to
the user: maybe show the model deployment status per collection in the
admin UI?

Thanks,

Dmitry

On Tue, Aug 25, 2020 at 6:20 PM Dmitry Kan <solrexp...@gmail.com> wrote:

> Hi,
>
> There is a recent thread "Replication of Solr Model and feature store" on
> deploying LTR feature store and model into a master/slave Solr topology.
>
> I'm facing an issue of deploying into SolrCloud (solr 7.5.0), where
> collections have shards with replicas. This is the process I've been
> following:
>
> 1. Deploy a feature store from a JSON file to each collection.
> 2. Reload all collections as advised in the documentation:
> https://lucene.apache.org/solr/guide/7_5/learning-to-rank.html#applying-changes
> 3. Deploy the related model from a JSON file.
> 3. Reload all collections again.
>
>
> The problem is that even after reloading the collections, shard replicas
> continue to not have the model:
>
> Error from server at
> http://server1:8983/solr/collection1_shard1_replica_n1: cannot find model
> 'model_name'
>
> What is the proper way to address this issue and can it be potentially a
> bug in SolrCloud?
>
> Is there any workaround I can try, like saving the feature store and model
> JSON files into the collection config path and creating the SolrCloud from
> there?
>
> Thanks,
>
> Dmitry
>
> --
> Dmitry Kan
> Luke Toolbox: http://github.com/DmitryKey/luke
> Blog: http://dmitrykan.blogspot.com and https://medium.com/@dmitry.kan
> Twitter: http://twitter.com/dmitrykan
> SemanticAnalyzer: https://semanticanalyzer.info
>
>

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