ajantha-bhat commented on code in PR #9170:
URL: https://github.com/apache/iceberg/pull/9170#discussion_r1441737877


##########
core/src/main/java/org/apache/iceberg/PartitionEntry.java:
##########
@@ -0,0 +1,361 @@
+/*
+ * 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 java.util.Objects;
+import org.apache.avro.Schema;
+import org.apache.avro.generic.IndexedRecord;
+import org.apache.iceberg.avro.AvroSchemaUtil;
+import org.apache.iceberg.types.Types;
+
+public class PartitionEntry implements IndexedRecord {
+  private PartitionData partitionData;

Review Comment:
   Fields are based on the spec.
   
https://github.com/apache/iceberg/blob/main/format/spec.md#partition-statistics-file



##########
core/src/main/java/org/apache/iceberg/PartitionEntry.java:
##########
@@ -0,0 +1,361 @@
+/*
+ * 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 java.util.Objects;
+import org.apache.avro.Schema;
+import org.apache.avro.generic.IndexedRecord;
+import org.apache.iceberg.avro.AvroSchemaUtil;
+import org.apache.iceberg.types.Types;
+
+public class PartitionEntry implements IndexedRecord {
+  private PartitionData partitionData;
+  private int specId;
+  private long dataRecordCount;
+  private int dataFileCount;
+  private long dataFileSizeInBytes;
+  private long posDeleteRecordCount;
+  private int posDeleteFileCount;
+  private long eqDeleteRecordCount;
+  private int eqDeleteFileCount;
+  // Optional accurate count of records in a partition after applying the 
delete files if any
+  private long totalRecordCount;
+  // Commit time of snapshot that last updated this partition
+  private long lastUpdatedAt;
+  // ID of snapshot that last updated this partition
+  private long lastUpdatedSnapshotId;
+
+  public enum Column {
+    PARTITION_DATA,
+    SPEC_ID,
+    DATA_RECORD_COUNT,
+    DATA_FILE_COUNT,
+    DATA_FILE_SIZE_IN_BYTES,
+    POSITION_DELETE_RECORD_COUNT,
+    POSITION_DELETE_FILE_COUNT,
+    EQUALITY_DELETE_RECORD_COUNT,
+    EQUALITY_DELETE_FILE_COUNT,
+    TOTAL_RECORD_COUNT,
+    LAST_UPDATED_AT,
+    LAST_UPDATED_SNAPSHOT_ID
+  }
+
+  private PartitionEntry() {}
+
+  public static Builder builder() {
+    return new Builder();
+  }
+
+  public PartitionData partitionData() {
+    return partitionData;
+  }
+
+  public int specId() {
+    return specId;
+  }
+
+  public long dataRecordCount() {
+    return dataRecordCount;
+  }
+
+  public int dataFileCount() {
+    return dataFileCount;
+  }
+
+  public long dataFileSizeInBytes() {
+    return dataFileSizeInBytes;
+  }
+
+  public long posDeleteRecordCount() {
+    return posDeleteRecordCount;
+  }
+
+  public int posDeleteFileCount() {
+    return posDeleteFileCount;
+  }
+
+  public long eqDeleteRecordCount() {
+    return eqDeleteRecordCount;
+  }
+
+  public int eqDeleteFileCount() {
+    return eqDeleteFileCount;
+  }
+
+  public long totalRecordCount() {
+    return totalRecordCount;
+  }
+
+  public long lastUpdatedAt() {
+    return lastUpdatedAt;
+  }
+
+  public long lastUpdatedSnapshotId() {
+    return lastUpdatedSnapshotId;
+  }
+
+  @Override
+  public void put(int i, Object v) {
+    switch (i) {
+      case 0:
+        this.partitionData = (PartitionData) v;
+        return;
+      case 1:
+        this.specId = (int) v;
+        return;
+      case 2:
+        this.dataRecordCount = (long) v;
+        return;
+      case 3:
+        this.dataFileCount = (int) v;
+        return;
+      case 4:
+        this.dataFileSizeInBytes = (long) v;
+        return;
+      case 5:
+        this.posDeleteRecordCount = (long) v;
+        return;
+      case 6:
+        this.posDeleteFileCount = (int) v;
+        return;
+      case 7:
+        this.eqDeleteRecordCount = (long) v;
+        return;
+      case 8:
+        this.eqDeleteFileCount = (int) v;
+        return;
+      case 9:
+        this.totalRecordCount = (long) v;
+        return;
+      case 10:
+        this.lastUpdatedAt = (long) v;
+        return;
+      case 11:
+        this.lastUpdatedSnapshotId = (long) v;
+        return;
+      default:
+        throw new UnsupportedOperationException("Unknown field ordinal: " + i);
+    }
+  }
+
+  @Override
+  public Object get(int i) {
+    switch (i) {
+      case 0:
+        return partitionData;
+      case 1:
+        return specId;
+      case 2:
+        return dataRecordCount;
+      case 3:
+        return dataFileCount;
+      case 4:
+        return dataFileSizeInBytes;
+      case 5:
+        return posDeleteRecordCount;
+      case 6:
+        return posDeleteFileCount;
+      case 7:
+        return eqDeleteRecordCount;
+      case 8:
+        return eqDeleteFileCount;
+      case 9:
+        return totalRecordCount;
+      case 10:
+        return lastUpdatedAt;
+      case 11:
+        return lastUpdatedSnapshotId;
+      default:
+        throw new UnsupportedOperationException("Unknown field ordinal: " + i);
+    }
+  }
+
+  @Override
+  public Schema getSchema() {
+    return prepareAvroSchema(partitionData.getPartitionType());
+  }
+
+  @Override
+  @SuppressWarnings("checkstyle:CyclomaticComplexity")
+  public boolean equals(Object o) {
+    if (this == o) {
+      return true;
+    } else if (!(o instanceof PartitionEntry)) {
+      return false;
+    }
+
+    PartitionEntry that = (PartitionEntry) o;
+    return partitionData.equals(that.partitionData)
+        && specId == that.specId
+        && dataRecordCount == that.dataRecordCount
+        && dataFileCount == that.dataFileCount
+        && dataFileSizeInBytes == that.dataFileSizeInBytes
+        && posDeleteRecordCount == that.posDeleteRecordCount
+        && posDeleteFileCount == that.posDeleteFileCount
+        && eqDeleteRecordCount == that.eqDeleteRecordCount
+        && eqDeleteFileCount == that.eqDeleteFileCount
+        && totalRecordCount == that.totalRecordCount
+        && lastUpdatedAt == that.lastUpdatedAt
+        && lastUpdatedSnapshotId == that.lastUpdatedSnapshotId;
+  }
+
+  @Override
+  public int hashCode() {
+    return Objects.hash(
+        partitionData,
+        specId,
+        dataRecordCount,
+        dataFileCount,
+        dataFileSizeInBytes,
+        posDeleteRecordCount,
+        posDeleteFileCount,
+        eqDeleteRecordCount,
+        eqDeleteFileCount,
+        totalRecordCount,
+        lastUpdatedAt,
+        lastUpdatedSnapshotId);
+  }
+
+  public static org.apache.iceberg.Schema icebergSchema(Types.StructType 
partitionType) {
+    if (partitionType.fields().isEmpty()) {
+      throw new IllegalArgumentException("getting schema for an unpartitioned 
table");
+    }
+
+    return new org.apache.iceberg.Schema(

Review Comment:
   Fields are based on the spec.
   
https://github.com/apache/iceberg/blob/main/format/spec.md#partition-statistics-file



##########
core/src/main/java/org/apache/iceberg/PartitionEntry.java:
##########
@@ -0,0 +1,361 @@
+/*
+ * 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 java.util.Objects;
+import org.apache.avro.Schema;
+import org.apache.avro.generic.IndexedRecord;
+import org.apache.iceberg.avro.AvroSchemaUtil;
+import org.apache.iceberg.types.Types;
+
+public class PartitionEntry implements IndexedRecord {
+  private PartitionData partitionData;
+  private int specId;
+  private long dataRecordCount;
+  private int dataFileCount;
+  private long dataFileSizeInBytes;
+  private long posDeleteRecordCount;
+  private int posDeleteFileCount;
+  private long eqDeleteRecordCount;
+  private int eqDeleteFileCount;
+  // Optional accurate count of records in a partition after applying the 
delete files if any
+  private long totalRecordCount;
+  // Commit time of snapshot that last updated this partition
+  private long lastUpdatedAt;
+  // ID of snapshot that last updated this partition
+  private long lastUpdatedSnapshotId;
+
+  public enum Column {
+    PARTITION_DATA,
+    SPEC_ID,
+    DATA_RECORD_COUNT,
+    DATA_FILE_COUNT,
+    DATA_FILE_SIZE_IN_BYTES,
+    POSITION_DELETE_RECORD_COUNT,
+    POSITION_DELETE_FILE_COUNT,
+    EQUALITY_DELETE_RECORD_COUNT,
+    EQUALITY_DELETE_FILE_COUNT,
+    TOTAL_RECORD_COUNT,
+    LAST_UPDATED_AT,
+    LAST_UPDATED_SNAPSHOT_ID
+  }
+
+  private PartitionEntry() {}
+
+  public static Builder builder() {
+    return new Builder();
+  }
+
+  public PartitionData partitionData() {
+    return partitionData;
+  }
+
+  public int specId() {
+    return specId;
+  }
+
+  public long dataRecordCount() {
+    return dataRecordCount;
+  }
+
+  public int dataFileCount() {
+    return dataFileCount;
+  }
+
+  public long dataFileSizeInBytes() {
+    return dataFileSizeInBytes;
+  }
+
+  public long posDeleteRecordCount() {
+    return posDeleteRecordCount;
+  }
+
+  public int posDeleteFileCount() {
+    return posDeleteFileCount;
+  }
+
+  public long eqDeleteRecordCount() {
+    return eqDeleteRecordCount;
+  }
+
+  public int eqDeleteFileCount() {
+    return eqDeleteFileCount;
+  }
+
+  public long totalRecordCount() {
+    return totalRecordCount;
+  }
+
+  public long lastUpdatedAt() {
+    return lastUpdatedAt;
+  }
+
+  public long lastUpdatedSnapshotId() {
+    return lastUpdatedSnapshotId;
+  }
+
+  @Override
+  public void put(int i, Object v) {
+    switch (i) {
+      case 0:
+        this.partitionData = (PartitionData) v;
+        return;
+      case 1:
+        this.specId = (int) v;
+        return;
+      case 2:
+        this.dataRecordCount = (long) v;
+        return;
+      case 3:
+        this.dataFileCount = (int) v;
+        return;
+      case 4:
+        this.dataFileSizeInBytes = (long) v;
+        return;
+      case 5:
+        this.posDeleteRecordCount = (long) v;
+        return;
+      case 6:
+        this.posDeleteFileCount = (int) v;
+        return;
+      case 7:
+        this.eqDeleteRecordCount = (long) v;
+        return;
+      case 8:
+        this.eqDeleteFileCount = (int) v;
+        return;
+      case 9:
+        this.totalRecordCount = (long) v;
+        return;
+      case 10:
+        this.lastUpdatedAt = (long) v;
+        return;
+      case 11:
+        this.lastUpdatedSnapshotId = (long) v;
+        return;
+      default:
+        throw new UnsupportedOperationException("Unknown field ordinal: " + i);
+    }
+  }
+
+  @Override
+  public Object get(int i) {
+    switch (i) {
+      case 0:
+        return partitionData;
+      case 1:
+        return specId;
+      case 2:
+        return dataRecordCount;
+      case 3:
+        return dataFileCount;
+      case 4:
+        return dataFileSizeInBytes;
+      case 5:
+        return posDeleteRecordCount;
+      case 6:
+        return posDeleteFileCount;
+      case 7:
+        return eqDeleteRecordCount;
+      case 8:
+        return eqDeleteFileCount;
+      case 9:
+        return totalRecordCount;
+      case 10:
+        return lastUpdatedAt;
+      case 11:
+        return lastUpdatedSnapshotId;
+      default:
+        throw new UnsupportedOperationException("Unknown field ordinal: " + i);
+    }
+  }
+
+  @Override
+  public Schema getSchema() {
+    return prepareAvroSchema(partitionData.getPartitionType());
+  }
+
+  @Override
+  @SuppressWarnings("checkstyle:CyclomaticComplexity")
+  public boolean equals(Object o) {
+    if (this == o) {
+      return true;
+    } else if (!(o instanceof PartitionEntry)) {
+      return false;
+    }
+
+    PartitionEntry that = (PartitionEntry) o;
+    return partitionData.equals(that.partitionData)
+        && specId == that.specId
+        && dataRecordCount == that.dataRecordCount
+        && dataFileCount == that.dataFileCount
+        && dataFileSizeInBytes == that.dataFileSizeInBytes
+        && posDeleteRecordCount == that.posDeleteRecordCount
+        && posDeleteFileCount == that.posDeleteFileCount
+        && eqDeleteRecordCount == that.eqDeleteRecordCount
+        && eqDeleteFileCount == that.eqDeleteFileCount
+        && totalRecordCount == that.totalRecordCount
+        && lastUpdatedAt == that.lastUpdatedAt
+        && lastUpdatedSnapshotId == that.lastUpdatedSnapshotId;
+  }
+
+  @Override
+  public int hashCode() {
+    return Objects.hash(
+        partitionData,
+        specId,
+        dataRecordCount,
+        dataFileCount,
+        dataFileSizeInBytes,
+        posDeleteRecordCount,
+        posDeleteFileCount,
+        eqDeleteRecordCount,
+        eqDeleteFileCount,
+        totalRecordCount,
+        lastUpdatedAt,
+        lastUpdatedSnapshotId);
+  }
+
+  public static org.apache.iceberg.Schema icebergSchema(Types.StructType 
partitionType) {
+    if (partitionType.fields().isEmpty()) {
+      throw new IllegalArgumentException("getting schema for an unpartitioned 
table");
+    }
+
+    return new org.apache.iceberg.Schema(
+        Types.NestedField.required(1, Column.PARTITION_DATA.name(), 
partitionType),
+        Types.NestedField.required(2, Column.SPEC_ID.name(), 
Types.IntegerType.get()),
+        Types.NestedField.required(3, Column.DATA_RECORD_COUNT.name(), 
Types.LongType.get()),
+        Types.NestedField.required(4, Column.DATA_FILE_COUNT.name(), 
Types.IntegerType.get()),
+        Types.NestedField.required(5, Column.DATA_FILE_SIZE_IN_BYTES.name(), 
Types.LongType.get()),
+        Types.NestedField.optional(
+            6, Column.POSITION_DELETE_RECORD_COUNT.name(), 
Types.LongType.get()),
+        Types.NestedField.optional(
+            7, Column.POSITION_DELETE_FILE_COUNT.name(), 
Types.IntegerType.get()),
+        Types.NestedField.optional(
+            8, Column.EQUALITY_DELETE_RECORD_COUNT.name(), 
Types.LongType.get()),
+        Types.NestedField.optional(
+            9, Column.EQUALITY_DELETE_FILE_COUNT.name(), 
Types.IntegerType.get()),
+        Types.NestedField.optional(10, Column.TOTAL_RECORD_COUNT.name(), 
Types.LongType.get()),
+        Types.NestedField.optional(11, Column.LAST_UPDATED_AT.name(), 
Types.LongType.get()),
+        Types.NestedField.optional(
+            12, Column.LAST_UPDATED_SNAPSHOT_ID.name(), Types.LongType.get()));
+  }
+
+  private static Schema prepareAvroSchema(Types.StructType partitionType) {
+    return AvroSchemaUtil.convert(icebergSchema(partitionType), 
"partitionEntry");
+  }
+
+  public static class Builder {
+    private PartitionData partitionData;
+    private int specId;
+    private long dataRecordCount;
+    private int dataFileCount;
+    private long dataFileSizeInBytes;
+    private long posDeleteRecordCount;
+    private int posDeleteFileCount;
+    private long eqDeleteRecordCount;
+    private int eqDeleteFileCount;
+    private long totalRecordCount;
+    private long lastUpdatedAt;
+    private long lastUpdatedSnapshotId;
+
+    private Builder() {}
+
+    public Builder withPartitionData(PartitionData newPartitionData) {
+      this.partitionData = newPartitionData;
+      return this;
+    }
+
+    public Builder withSpecId(int newSpecId) {
+      this.specId = newSpecId;
+      return this;
+    }
+
+    public Builder withDataRecordCount(long newDataRecordCount) {
+      this.dataRecordCount = newDataRecordCount;
+      return this;
+    }
+
+    public Builder withDataFileCount(int newDataFileCount) {
+      this.dataFileCount = newDataFileCount;
+      return this;
+    }
+
+    public Builder withDataFileSizeInBytes(long newDataFileSizeInBytes) {
+      this.dataFileSizeInBytes = newDataFileSizeInBytes;
+      return this;
+    }
+
+    public Builder withPosDeleteRecordCount(Long newPosDeleteRecordCount) {
+      this.posDeleteRecordCount = newPosDeleteRecordCount;
+      return this;
+    }
+
+    public Builder withPosDeleteFileCount(Integer newPosDeleteFileCount) {
+      this.posDeleteFileCount = newPosDeleteFileCount;
+      return this;
+    }
+
+    public Builder withEqDeleteRecordCount(Long newEqDeleteRecordCount) {
+      this.eqDeleteRecordCount = newEqDeleteRecordCount;
+      return this;
+    }
+
+    public Builder withEqDeleteFileCount(Integer newEqDeleteFileCount) {
+      this.eqDeleteFileCount = newEqDeleteFileCount;
+      return this;
+    }
+
+    public Builder withTotalRecordCount(Long newTotalRecordCount) {
+      this.totalRecordCount = newTotalRecordCount;
+      return this;
+    }
+
+    public Builder withLastUpdatedAt(Long newLastUpdatedAt) {
+      this.lastUpdatedAt = newLastUpdatedAt;
+      return this;
+    }
+
+    public Builder withLastUpdatedSnapshotId(Long newLastUpdatedSnapshotId) {
+      this.lastUpdatedSnapshotId = newLastUpdatedSnapshotId;
+      return this;
+    }
+
+    public PartitionEntry newInstance() {
+      return new PartitionEntry();
+    }
+
+    public PartitionEntry build() {

Review Comment:
   using the builder instead of `Immutables` because these objects will be 
mutable in a partition stats map. Will be adding the update functions during 
impl.



##########
core/src/main/java/org/apache/iceberg/PartitionEntry.java:
##########
@@ -0,0 +1,361 @@
+/*
+ * 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 java.util.Objects;
+import org.apache.avro.Schema;
+import org.apache.avro.generic.IndexedRecord;
+import org.apache.iceberg.avro.AvroSchemaUtil;
+import org.apache.iceberg.types.Types;
+
+public class PartitionEntry implements IndexedRecord {

Review Comment:
   Extends IndexedRecord to use the existing Parquet/ORC Avro reader and writer 
from the `iceberg-parquet` and `iceberg-orc` module.



##########
data/src/main/java/org/apache/iceberg/data/PartitionStatsUtil.java:
##########
@@ -0,0 +1,148 @@
+/*
+ * 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 java.io.IOException;
+import java.io.UncheckedIOException;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.List;
+import org.apache.avro.generic.GenericData;
+import org.apache.iceberg.FileFormat;
+import org.apache.iceberg.PartitionData;
+import org.apache.iceberg.PartitionEntry;
+import org.apache.iceberg.PartitionSpec;
+import org.apache.iceberg.Partitioning;
+import org.apache.iceberg.Schema;
+import org.apache.iceberg.SortOrder;
+import org.apache.iceberg.TableOperations;
+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.parquet.ParquetAvroValueReaders;
+import org.apache.iceberg.parquet.ParquetAvroWriter;
+import org.apache.iceberg.types.Types;
+
+public final class PartitionStatsUtil {
+
+  private PartitionStatsUtil() {}
+
+  private static final String PARQUET_SUFFIX = ".parquet";
+
+  public static OutputFile newPartitionStatsFile(
+      TableOperations ops, long snapshotId, FileFormat format) {
+    return ops.io()
+        .newOutputFile(
+            ops.metadataFileLocation(
+                format.addExtension(String.format("partition-stats-%d", 
snapshotId))));
+  }
+
+  public static void writePartitionStatsFile(
+      Iterator<PartitionEntry> partitions, OutputFile outputFile, 
Collection<PartitionSpec> specs) {
+    validateFormat(outputFile.location());
+    writeAsParquetFile(
+        PartitionEntry.icebergSchema(Partitioning.partitionType(specs)), 
partitions, outputFile);
+  }
+
+  private static void validateFormat(String filePath) {
+    if (!filePath.toLowerCase().endsWith(PARQUET_SUFFIX)) {

Review Comment:
   Other formats will be supported in the follow up PR



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