dsmiley commented on code in PR #3317:
URL: https://github.com/apache/solr/pull/3317#discussion_r2039770191


##########
solr/core/src/java/org/apache/solr/response/transform/EqualTermsDocTransformer.java:
##########
@@ -0,0 +1,152 @@
+/*
+ * 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.response.transform;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+import org.apache.lucene.analysis.Analyzer;
+import org.apache.lucene.analysis.TokenStream;
+import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;
+import org.apache.lucene.document.StoredField;
+import org.apache.solr.common.SolrDocument;
+import org.apache.solr.schema.FieldType;
+import org.apache.solr.schema.SchemaField;
+
+/**
+ * @see EqualTermsTransformerFactory
+ */
+public class EqualTermsDocTransformer extends DocTransformer {
+  private final String name;
+  private final SchemaField sourceField;
+  private final String compareValue;
+  private final List<String> compareValueTerms;
+
+  public EqualTermsDocTransformer(String name, SchemaField sourceField, String 
compareValue) {
+    this.name = name;
+    this.sourceField = sourceField;
+    this.compareValue = compareValue;
+
+    // Analyze the comparison value up front
+    FieldType fieldType = sourceField.getType();
+    Analyzer analyzer = fieldType.getIndexAnalyzer();
+
+    this.compareValueTerms = analyzeToTerms(analyzer, compareValue);
+  }
+
+  @Override
+  public String getName() {
+    return name;
+  }
+
+  @Override
+  public boolean needsSolrIndexSearcher() {
+    return true;
+  }
+
+  @Override
+  public String[] getExtraRequestFields() {
+    return new String[] {sourceField.getName()};
+  }
+
+  @Override
+  public void transform(SolrDocument doc, int docid) throws IOException {
+    String fieldValue = getFieldValue(doc);
+    if (fieldValue == null) {
+      doc.setField(name, false);
+      return;
+    }
+
+    FieldType fieldType = sourceField.getType();
+    Analyzer analyzer = fieldType.getIndexAnalyzer();
+
+    // Compare terms on-the-fly as we iterate through the token stream
+    // This allows early termination as soon as we find a mismatch
+    boolean isEqual = compareTokensOnTheFly(analyzer, fieldValue);
+    doc.setField(name, isEqual);
+  }
+
+  /**
+   * Gets the string field value, or null if not present or if found a list of 
values other than 1.
+   */
+  private String getFieldValue(SolrDocument doc) {

Review Comment:
   I don't love the instance checks here... I wish there was a better typed API 
contract on the expected types.



##########
solr/core/src/java/org/apache/solr/response/transform/EqualTermsDocTransformer.java:
##########
@@ -0,0 +1,152 @@
+/*
+ * 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.response.transform;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+import org.apache.lucene.analysis.Analyzer;
+import org.apache.lucene.analysis.TokenStream;
+import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;
+import org.apache.lucene.document.StoredField;
+import org.apache.solr.common.SolrDocument;
+import org.apache.solr.schema.FieldType;
+import org.apache.solr.schema.SchemaField;
+
+/**
+ * @see EqualTermsTransformerFactory
+ */
+public class EqualTermsDocTransformer extends DocTransformer {
+  private final String name;
+  private final SchemaField sourceField;
+  private final String compareValue;
+  private final List<String> compareValueTerms;
+
+  public EqualTermsDocTransformer(String name, SchemaField sourceField, String 
compareValue) {
+    this.name = name;
+    this.sourceField = sourceField;
+    this.compareValue = compareValue;
+
+    // Analyze the comparison value up front
+    FieldType fieldType = sourceField.getType();
+    Analyzer analyzer = fieldType.getIndexAnalyzer();
+
+    this.compareValueTerms = analyzeToTerms(analyzer, compareValue);
+  }
+
+  @Override
+  public String getName() {
+    return name;
+  }
+
+  @Override
+  public boolean needsSolrIndexSearcher() {
+    return true;
+  }
+
+  @Override
+  public String[] getExtraRequestFields() {
+    return new String[] {sourceField.getName()};
+  }
+
+  @Override
+  public void transform(SolrDocument doc, int docid) throws IOException {
+    String fieldValue = getFieldValue(doc);
+    if (fieldValue == null) {
+      doc.setField(name, false);
+      return;
+    }
+
+    FieldType fieldType = sourceField.getType();
+    Analyzer analyzer = fieldType.getIndexAnalyzer();
+
+    // Compare terms on-the-fly as we iterate through the token stream
+    // This allows early termination as soon as we find a mismatch
+    boolean isEqual = compareTokensOnTheFly(analyzer, fieldValue);
+    doc.setField(name, isEqual);
+  }
+
+  /**
+   * Gets the string field value, or null if not present or if found a list of 
values other than 1.
+   */
+  private String getFieldValue(SolrDocument doc) {
+    Object fieldValue = doc.getFieldValue(sourceField.getName());
+    if (fieldValue instanceof List<?> list) {
+      if (list.size() != 1) return null;
+      fieldValue = list.getFirst();
+    }
+    if (fieldValue instanceof CharSequence) return fieldValue.toString();
+    if (fieldValue instanceof StoredField storedField) {
+      return storedField.stringValue();
+    }
+    return null;
+  }
+
+  /**
+   * Compares tokens from the analyzed text with the pre-analyzed comparison 
tokens. Returns false
+   * as soon as a mismatch is found.
+   */
+  private boolean compareTokensOnTheFly(Analyzer analyzer, String text) throws 
IOException {
+    Iterator<String> compareIter = compareValueTerms.iterator();
+
+    try (TokenStream tokenStream = analyzer.tokenStream(sourceField.getName(), 
text)) {
+      CharTermAttribute termAttr = 
tokenStream.addAttribute(CharTermAttribute.class);
+      tokenStream.reset();
+
+      while (tokenStream.incrementToken()) {
+        // Check if we've seen more tokens than in our comparison list
+        if (!compareIter.hasNext()) {
+          return false; // More tokens in source than in comparison value
+        }
+
+        // Compare the current token with the corresponding token in our 
pre-analyzed list
+        String currentToken = termAttr.toString();
+        String compareToken = compareIter.next();
+        if (!currentToken.equals(compareToken)) {

Review Comment:
   could be improved to avoid producing a String... maybe there's a utility 
method to do such a comparison concisely



##########
solr/core/src/test/org/apache/solr/cloud/TestRandomFlRTGCloud.java:
##########
@@ -365,26 +366,45 @@ private SolrInputDocument addRandomDocument(final int 
docId)
 
     final SolrInputDocument doc =
         sdoc(
-            "id", "" + docId,

Review Comment:
   the newline placements are unfortunate; I can try to restore



##########
solr/core/src/java/org/apache/solr/response/transform/EqualTermsDocTransformer.java:
##########
@@ -0,0 +1,152 @@
+/*
+ * 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.response.transform;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+import org.apache.lucene.analysis.Analyzer;
+import org.apache.lucene.analysis.TokenStream;
+import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;
+import org.apache.lucene.document.StoredField;
+import org.apache.solr.common.SolrDocument;
+import org.apache.solr.schema.FieldType;
+import org.apache.solr.schema.SchemaField;
+
+/**
+ * @see EqualTermsTransformerFactory
+ */
+public class EqualTermsDocTransformer extends DocTransformer {
+  private final String name;
+  private final SchemaField sourceField;
+  private final String compareValue;
+  private final List<String> compareValueTerms;
+
+  public EqualTermsDocTransformer(String name, SchemaField sourceField, String 
compareValue) {
+    this.name = name;
+    this.sourceField = sourceField;
+    this.compareValue = compareValue;
+
+    // Analyze the comparison value up front
+    FieldType fieldType = sourceField.getType();
+    Analyzer analyzer = fieldType.getIndexAnalyzer();
+
+    this.compareValueTerms = analyzeToTerms(analyzer, compareValue);
+  }
+
+  @Override
+  public String getName() {
+    return name;
+  }
+
+  @Override
+  public boolean needsSolrIndexSearcher() {
+    return true;
+  }

Review Comment:
   oops; need to remove.  Claude keeps adding it back LOL



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