ajantha-bhat commented on code in PR #11146:
URL: https://github.com/apache/iceberg/pull/11146#discussion_r1771880045


##########
core/src/main/java/org/apache/iceberg/BaseScan.java:
##########
@@ -289,4 +289,21 @@ private static Schema 
lazyColumnProjection(TableScanContext context, Schema sche
   public ThisT metricsReporter(MetricsReporter reporter) {
     return newRefinedScan(table, schema, context.reportWith(reporter));
   }
+
+  /**
+   * Retrieves a list of column names based on the type of manifest content 
provided.
+   *
+   * @param content the manifest content type to scan.
+   * @return a list of column names corresponding to the specified manifest 
content type.
+   */
+  public static List<String> scanColumns(ManifestContent content) {

Review Comment:
   changed to package private



##########
core/src/jmh/java/org/apache/iceberg/PartitionStatsUtilBenchmark.java:
##########
@@ -0,0 +1,122 @@
+/*
+ * 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.iceberg;
+
+import static org.apache.iceberg.types.Types.NestedField.optional;
+import static org.apache.iceberg.types.Types.NestedField.required;
+import static org.assertj.core.api.Assertions.assertThat;
+
+import java.io.File;
+import java.io.IOException;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.util.Comparator;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.IntStream;
+import java.util.stream.Stream;
+import org.apache.iceberg.types.Types;
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Fork;
+import org.openjdk.jmh.annotations.Measurement;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.annotations.TearDown;
+import org.openjdk.jmh.annotations.Threads;
+import org.openjdk.jmh.annotations.Timeout;
+import org.openjdk.jmh.annotations.Warmup;
+
+@Fork(1)
+@State(Scope.Benchmark)
+@Warmup(iterations = 2)
+@Measurement(iterations = 5)
+@Timeout(time = 1000, timeUnit = TimeUnit.HOURS)
+@BenchmarkMode(Mode.SingleShotTime)
+public class PartitionStatsUtilBenchmark {
+
+  private static final Schema SCHEMA =
+      new Schema(
+          required(1, "c1", Types.IntegerType.get()),
+          optional(2, "c2", Types.StringType.get()),
+          optional(3, "c3", Types.StringType.get()));
+
+  protected static final PartitionSpec SPEC =
+      PartitionSpec.builderFor(SCHEMA).identity("c1").build();
+
+  private String baseDir;
+
+  // Create 10k manifests
+  private static final int MANIFEST_COUNTER = 10000;
+
+  // each manifest with 100 partition values
+  private static final int PARTITION_PER_MANIFEST = 100;
+
+  // 20 data files per partition, which results in 2k data files per manifest
+  private static final int DATA_FILES_PER_PARTITION_COUNT = 20;
+
+  private Table table;
+
+  @Setup
+  public void setupBenchmark() {
+    baseDir =
+        Paths.get(new 
File(System.getProperty("java.io.tmpdir")).getAbsolutePath()).toString();
+    table = TestTables.create(new File(baseDir), "foo", SCHEMA, SPEC, 
SortOrder.unsorted(), 2);
+
+    IntStream.range(0, MANIFEST_COUNTER)
+        .forEach(
+            manifestCount -> {
+              AppendFiles appendFiles = table.newAppend();
+
+              IntStream.range(0, PARTITION_PER_MANIFEST)
+                  .forEach(
+                      partitionOrdinal -> {
+                        StructLike partition = 
TestHelpers.Row.of(partitionOrdinal);
+                        IntStream.range(0, DATA_FILES_PER_PARTITION_COUNT)
+                            .forEach(
+                                fileOrdinal ->
+                                    appendFiles.appendFile(
+                                        
FileGenerationUtil.generateDataFile(table, partition)));
+                      });
+
+              appendFiles.commit();
+            });
+  }
+
+  @TearDown
+  public void tearDownBenchmark() throws IOException {
+    if (baseDir != null) {

Review Comment:
   done



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