cpoerschke commented on a change in pull request #1571:
URL: https://github.com/apache/lucene-solr/pull/1571#discussion_r517502678



##########
File path: 
solr/contrib/ltr/src/java/org/apache/solr/ltr/search/LTRQParserPlugin.java
##########
@@ -146,93 +149,114 @@ public LTRQParser(String qstr, SolrParams localParams, 
SolrParams params,
     @Override
     public Query parse() throws SyntaxError {
       // ReRanking Model
-      final String modelName = localParams.get(LTRQParserPlugin.MODEL);
-      if ((modelName == null) || modelName.isEmpty()) {
+      final String[] modelNames = 
localParams.getParams(LTRQParserPlugin.MODEL);
+      if ((modelNames == null) || modelNames.length==0 || 
modelNames[0].isEmpty()) {
         throw new SolrException(SolrException.ErrorCode.BAD_REQUEST,
             "Must provide model in the request");
       }
-
-      final LTRScoringModel ltrScoringModel = mr.getModel(modelName);
-      if (ltrScoringModel == null) {
-        throw new SolrException(SolrException.ErrorCode.BAD_REQUEST,
-            "cannot find " + LTRQParserPlugin.MODEL + " " + modelName);
-      }
-
-      final String modelFeatureStoreName = 
ltrScoringModel.getFeatureStoreName();
-      final boolean extractFeatures = 
SolrQueryRequestContextUtils.isExtractingFeatures(req);
-      final String fvStoreName = 
SolrQueryRequestContextUtils.getFvStoreName(req);
-      // Check if features are requested and if the model feature store and 
feature-transform feature store are the same
-      final boolean featuresRequestedFromSameStore = 
(modelFeatureStoreName.equals(fvStoreName) || fvStoreName == null) ? 
extractFeatures:false;
-      if (threadManager != null) {
-        
threadManager.setExecutor(req.getCore().getCoreContainer().getUpdateShardHandler().getUpdateExecutor());
-      }
-      final LTRScoringQuery scoringQuery = new LTRScoringQuery(ltrScoringModel,
-          extractEFIParams(localParams),
-          featuresRequestedFromSameStore, threadManager);
-
-      // Enable the feature vector caching if we are extracting features, and 
the features
-      // we requested are the same ones we are reranking with
-      if (featuresRequestedFromSameStore) {
-        scoringQuery.setFeatureLogger( 
SolrQueryRequestContextUtils.getFeatureLogger(req) );
+     
+      LTRScoringQuery[] rerankingQueries = new 
LTRScoringQuery[modelNames.length];
+      for (int i = 0; i < modelNames.length; i++) {
+        final LTRScoringQuery rerankingQuery;
+        if (!ORIGINAL_RANKING.equals(modelNames[i])) {

Review comment:
       Hi @alessandrobenedetti! Apologies for not returning to here sooner.
   
   Good point about Apache Solr already using "special names" in various 
places, sure, let's go with "_OriginalRanking_" as the special name then. Hmm, 
the UI treats underscore special here, so `"_OriginalRanking_"` is what's in 
the code currently.
   
   > ... we could move the review to the re-scoring part, that is more delicate 
...
   
   "delicate" is an excellent word choice, thank you, I spent some pleasant 
time today continuing to learn more about the re-scoring part. Took a sort of 
outside-to-inside approach i.e. starting at `LTRQParserPlugin` and then looking 
at what changed and how the bits fit together.
   
   If it's okay with you I'll push a branch to my fork and add 
comments/questions sometimes with commit links here, not quite sure if that 
might work, let's try?




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