ajantha-bhat commented on code in PR #11216:
URL: https://github.com/apache/iceberg/pull/11216#discussion_r1950032898


##########
data/src/main/java/org/apache/iceberg/data/PartitionStatsHandler.java:
##########
@@ -0,0 +1,281 @@
+/*
+ * 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.data;
+
+import static org.apache.iceberg.TableProperties.DEFAULT_FILE_FORMAT;
+import static org.apache.iceberg.TableProperties.DEFAULT_FILE_FORMAT_DEFAULT;
+
+import java.io.IOException;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Locale;
+import org.apache.iceberg.FileFormat;
+import org.apache.iceberg.HasTableOperations;
+import org.apache.iceberg.ImmutableGenericPartitionStatisticsFile;
+import org.apache.iceberg.PartitionSpec;
+import org.apache.iceberg.PartitionStatisticsFile;
+import org.apache.iceberg.PartitionStats;
+import org.apache.iceberg.PartitionStatsUtil;
+import org.apache.iceberg.Partitioning;
+import org.apache.iceberg.Schema;
+import org.apache.iceberg.Snapshot;
+import org.apache.iceberg.StructLike;
+import org.apache.iceberg.Table;
+import org.apache.iceberg.avro.Avro;
+import org.apache.iceberg.avro.InternalReader;
+import org.apache.iceberg.data.parquet.InternalWriter;
+import org.apache.iceberg.io.CloseableIterable;
+import org.apache.iceberg.io.DataWriter;
+import org.apache.iceberg.io.InputFile;
+import org.apache.iceberg.io.OutputFile;
+import org.apache.iceberg.parquet.Parquet;
+import 
org.apache.iceberg.relocated.com.google.common.annotations.VisibleForTesting;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.types.Types.IntegerType;
+import org.apache.iceberg.types.Types.LongType;
+import org.apache.iceberg.types.Types.NestedField;
+import org.apache.iceberg.types.Types.StructType;
+import org.apache.iceberg.util.SnapshotUtil;
+
+/**
+ * Computes, writes and reads the {@link PartitionStatisticsFile}. Uses 
generic readers and writers
+ * to support writing and reading of the stats in table default format.
+ */
+public class PartitionStatsHandler {
+
+  private PartitionStatsHandler() {}
+
+  public enum Column {
+    PARTITION(0),
+    SPEC_ID(1),
+    DATA_RECORD_COUNT(2),
+    DATA_FILE_COUNT(3),
+    TOTAL_DATA_FILE_SIZE_IN_BYTES(4),
+    POSITION_DELETE_RECORD_COUNT(5),
+    POSITION_DELETE_FILE_COUNT(6),
+    EQUALITY_DELETE_RECORD_COUNT(7),
+    EQUALITY_DELETE_FILE_COUNT(8),
+    TOTAL_RECORD_COUNT(9),
+    LAST_UPDATED_AT(10),
+    LAST_UPDATED_SNAPSHOT_ID(11);
+
+    private final int id;
+
+    Column(int id) {
+      this.id = id;
+    }
+
+    public int id() {
+      return id;
+    }
+  }
+
+  /**
+   * Generates the partition stats file schema based on a given partition type.
+   *
+   * <p>Note: Provide the unified partition schema type as mentioned in the 
spec.
+   *
+   * @param partitionType unified partition schema type.
+   * @return a schema that corresponds to the provided unified partition type.
+   */
+  public static Schema schema(StructType partitionType) {
+    Preconditions.checkState(!partitionType.fields().isEmpty(), "Table must be 
partitioned");
+    return new Schema(
+        NestedField.required(1, Column.PARTITION.name(), partitionType),
+        NestedField.required(2, Column.SPEC_ID.name(), IntegerType.get()),
+        NestedField.required(3, Column.DATA_RECORD_COUNT.name(), 
LongType.get()),
+        NestedField.required(4, Column.DATA_FILE_COUNT.name(), 
IntegerType.get()),
+        NestedField.required(5, Column.TOTAL_DATA_FILE_SIZE_IN_BYTES.name(), 
LongType.get()),
+        NestedField.optional(6, Column.POSITION_DELETE_RECORD_COUNT.name(), 
LongType.get()),
+        NestedField.optional(7, Column.POSITION_DELETE_FILE_COUNT.name(), 
IntegerType.get()),
+        NestedField.optional(8, Column.EQUALITY_DELETE_RECORD_COUNT.name(), 
LongType.get()),
+        NestedField.optional(9, Column.EQUALITY_DELETE_FILE_COUNT.name(), 
IntegerType.get()),
+        NestedField.optional(10, Column.TOTAL_RECORD_COUNT.name(), 
LongType.get()),

Review Comment:
   from the spec: https://iceberg.apache.org/spec/#partition-statistics-file
   
   > Accurate count of records in a partition after applying the delete files 
if any
   
   
   We also recently discussed this in 
https://github.com/apache/iceberg/pull/12098#discussion_r1940551771
   
   



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