msfroh commented on code in PR #12995:
URL: https://github.com/apache/lucene/pull/12995#discussion_r1444073439


##########
lucene/facet/src/java/org/apache/lucene/facet/taxonomy/directory/TaxonomyIndexArrays.java:
##########
@@ -38,27 +38,49 @@
  * @lucene.experimental
  */
 class TaxonomyIndexArrays extends ParallelTaxonomyArrays implements 
Accountable {
+  private static final int CHUNK_SIZE = 8192;
 
-  private final int[] parents;
+  private final ChunkedArray parents;
 
   // the following two arrays are lazily initialized. note that we only keep a
   // single boolean member as volatile, instead of declaring the arrays
   // volatile. the code guarantees that only after the boolean is set to true,
   // the arrays are returned.
   private volatile boolean initializedChildren = false;
-  private int[] children, siblings;
+  private ChunkedArray children, siblings;
+
+  private static class ChunkedArray extends ParallelTaxonomyArrays.IntArray {
+    private final int[][] values;
+
+    private ChunkedArray(int[][] values) {
+      this.values = values;
+    }
+
+    @Override
+    public int get(int i) {
+      return values[i / CHUNK_SIZE][i % CHUNK_SIZE];
+    }
+
+    public void set(int i, int val) {
+      values[i / CHUNK_SIZE][i % CHUNK_SIZE] = val;
+    }
+
+    @Override
+    public int length() {
+      return (values.length - 1) * CHUNK_SIZE + values[values.length - 
1].length;
+    }
+  }
 
   /** Used by {@link #add(int, int)} after the array grew. */
-  private TaxonomyIndexArrays(int[] parents) {
-    this.parents = parents;
+  private TaxonomyIndexArrays(int[][] parents) {
+    this.parents = new ChunkedArray(parents);
   }
 
   public TaxonomyIndexArrays(IndexReader reader) throws IOException {
-    parents = new int[reader.maxDoc()];
-    if (parents.length > 0) {
-      initParents(reader, 0);
-      parents[0] = TaxonomyReader.INVALID_ORDINAL;
-    }
+    int[][] parentArray = allocateChunkedArray(reader.maxDoc());

Review Comment:
   I was a little torn on this. 
   
   I figured I would try to avoid method calls where possible (assuming method 
calls have more overhead than array access), and could happily muck about in 
the `ChunkedArray` internals within `TaxonomyIndexArrays`(since it's a private 
implementation detail).
   
   We could move `allocateChunkedArray` and `copyChunkedArray` logic into 
`ChunkedArray` itself (and call them from `ChunkedArray` constructors). It's 
still in the same file, so I don't have strong opinions either way.



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