cpoerschke commented on a change in pull request #1571:
URL: https://github.com/apache/lucene-solr/pull/1571#discussion_r518156348



##########
File path: 
solr/contrib/ltr/src/java/org/apache/solr/ltr/LTRInterleavingRescorer.java
##########
@@ -0,0 +1,156 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.solr.ltr;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.lucene.index.LeafReaderContext;
+import org.apache.lucene.search.Explanation;
+import org.apache.lucene.search.IndexSearcher;
+import org.apache.lucene.search.ScoreDoc;
+import org.apache.lucene.search.ScoreMode;
+import org.apache.lucene.search.TopDocs;
+import org.apache.solr.ltr.interleaving.Interleaving;
+import org.apache.solr.ltr.interleaving.InterleavingResult;
+import org.apache.solr.ltr.interleaving.TeamDraftInterleaving;
+
+/**
+ * Implements the rescoring logic. The top documents returned by solr with 
their
+ * original scores, will be processed by a {@link LTRScoringQuery} that will 
assign a
+ * new score to each document. The top documents will be resorted based on the
+ * new score.
+ * */
+public class LTRInterleavingRescorer extends LTRRescorer {
+  
+  LTRScoringQuery[] rerankingQueries;
+  Interleaving interleavingAlgorithm = new TeamDraftInterleaving();

Review comment:
       11.1/n If we go with 4/n then `LTRQParserPlugin.LTRQParser` could pass a 
`Interleaving interleavingAlgorithm` argument to the `LTRInterleavingQuery` 
constructor which could pass it to the `LTRInterleavingRescorer` constructor. 
For now `TeamDraftInterleaving` would be the only supported algorithm but in 
future other algorithms could then easily be added e.g. based on an additional 
`ltr` parameter. What do you think? An easy change to make now or something 
better left for later?

##########
File path: 
solr/contrib/ltr/src/java/org/apache/solr/ltr/interleaving/TeamDraftInterleaving.java
##########
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.solr.ltr.interleaving;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.LinkedHashSet;
+import java.util.Random;
+import java.util.Set;
+
+import org.apache.lucene.search.ScoreDoc;
+
+public class TeamDraftInterleaving implements Interleaving{
+  public static Random RANDOM;
+
+  static {
+    // We try to make things reproducible in the context of our tests by 
initializing the random instance
+    // based on the current seed
+    String seed = System.getProperty("tests.seed");

Review comment:
       11.2/n `LTRQParserPlugin.LTRQParser` also has access to the 
`SolrQueryRequest` and its `SolrCore` object. For some reason I thought that 
within that some 'official' source of random-ness might be available which 
could be passed to a `TeamDraftInterleaving(Random)` constructor. And I 
imagined that our test harnesses would use seeds to make tests reproducible 
w.r.t. that 'official' source of random-ness. There however doesn't appear to 
be such a source of non-test official random-ness? 
`System.getProperty("tests.seed");` being used/available to non-test code seems 
potentially tricky.
   
   @dweiss would you perhaps have any insights around non-test sources of 
randomness?
   




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