alexjo2144 commented on code in PR #4537:
URL: https://github.com/apache/iceberg/pull/4537#discussion_r876220290


##########
core/src/main/java/org/apache/iceberg/stats/BlobMetadata.java:
##########
@@ -0,0 +1,70 @@
+/*
+ * 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.stats;
+
+import java.util.List;
+import javax.annotation.Nullable;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList;
+
+public class BlobMetadata {
+  private final String type;
+  private final List<Integer> columns;

Review Comment:
   this is called `columnsCovered` in the Blob class. Maybe unify the field 
names?



##########
core/src/main/java/org/apache/iceberg/stats/BlobMetadata.java:
##########
@@ -0,0 +1,70 @@
+/*
+ * 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.stats;
+
+import java.util.List;
+import javax.annotation.Nullable;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList;
+
+public class BlobMetadata {
+  private final String type;

Review Comment:
   Should we have an enum for the Blob types?



##########
core/src/main/java/org/apache/iceberg/stats/StatsFiles.java:
##########
@@ -0,0 +1,68 @@
+/*
+ * 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.stats;
+
+import java.util.Map;
+import org.apache.iceberg.io.OutputFile;
+import org.apache.iceberg.relocated.com.google.common.collect.Maps;
+
+public final class StatsFiles {
+  private StatsFiles() {
+  }
+
+  public static WriteBuilder write(OutputFile outputFile) {
+    return new WriteBuilder(outputFile);
+  }
+
+  public static class WriteBuilder {

Review Comment:
   Does it buy you anything to have this as a nested class? It's the only thing 
in the StatsFile class



##########
core/src/main/java/org/apache/iceberg/stats/FileMetadata.java:
##########
@@ -0,0 +1,46 @@
+/*
+ * 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.stats;
+
+import java.util.List;
+import java.util.Map;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableList;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableMap;
+
+public class FileMetadata {
+  private final List<BlobMetadata> blobs;
+  private final Map<String, String> properties;
+
+  public FileMetadata(List<BlobMetadata> blobs, Map<String, String> 
properties) {
+    Preconditions.checkNotNull(blobs, "blobs is null");
+    Preconditions.checkNotNull(properties, "properties is null");

Review Comment:
   The spec file says `properties` is optional, so should it be nullable here?



##########
core/src/main/java/org/apache/iceberg/stats/StatsFormat.java:
##########
@@ -0,0 +1,162 @@
+/*
+ * 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.stats;
+
+import io.airlift.compress.Compressor;
+import io.airlift.compress.zstd.ZstdCompressor;
+import io.airlift.compress.zstd.ZstdDecompressor;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.nio.ByteBuffer;
+import java.util.function.Function;
+import java.util.stream.Stream;
+import javax.annotation.Nullable;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableTable;
+import org.apache.iceberg.relocated.com.google.common.collect.Table;
+import org.apache.iceberg.util.ByteBuffers;
+
+public final class StatsFormat {
+  private StatsFormat() {
+  }
+
+  enum Flag {
+    FOOTER_PAYLOAD_COMPRESSED(0, 0),
+    /**/;
+
+    private static final Table<Integer, Integer, Flag> byByteAndBit = 
Stream.of(values())
+        .collect(ImmutableTable.toImmutableTable(Flag::byteNumber, 
Flag::bitNumber, Function.identity()));
+
+    private final int byteNumber;
+    private final int bitNumber;
+
+    Flag(int byteNumber, int bitNumber) {
+      this.byteNumber = byteNumber;
+      this.bitNumber = bitNumber;
+    }
+
+    @Nullable
+    static Flag fromBit(int byteNumber, int bitNumber) {
+      return byByteAndBit.get(byteNumber, bitNumber);
+    }
+
+    public int byteNumber() {
+      return byteNumber;
+    }
+
+    public int bitNumber() {
+      return bitNumber;
+    }
+  }
+
+  static final int FOOTER_MAGIC_OFFSET = 0;
+  static final int FOOTER_STRUCT_LENGTH = 12;
+  static final int FOOTER_STRUCT_PAYLOAD_SIZE_OFFSET = 0;
+  static final int FOOTER_STRUCT_FLAGS_OFFSET = 4;
+  static final int FOOTER_STRUCT_FLAGS_LENGTH = 4;
+  static final int FOOTER_STRUCT_MAGIC_OFFSET = 8;
+  static final StatsCompressionCodec FOOTER_COMPRESSION_CODEC = 
StatsCompressionCodec.LZ4;
+
+  public static final String CREATED_BY_PROPERTY = "created-by";
+
+  static byte[] getMagic() {
+    return new byte[] {0x50, 0x46, 0x42, 0x31};
+  }
+
+  static void writeIntegerLittleEndian(OutputStream outputStream, int value) 
throws IOException {
+    outputStream.write(0xFF & value);
+    outputStream.write(0xFF & value >> 8);
+    outputStream.write(0xFF & value >> 16);
+    outputStream.write(0xFF & value >> 24);
+  }
+
+  static int readIntegerLittleEndian(byte[] data, int offset) {
+    return Byte.toUnsignedInt(data[offset]) |
+        (Byte.toUnsignedInt(data[offset + 1]) << 8) |
+        (Byte.toUnsignedInt(data[offset + 2]) << 16) |
+        (Byte.toUnsignedInt(data[offset + 3]) << 24);
+  }
+
+  static ByteBuffer compress(StatsCompressionCodec codec, ByteBuffer input) {
+    if (codec == StatsCompressionCodec.NONE) {
+      return input.duplicate();
+    }
+    Compressor compressor = createCompressor(codec);
+    ByteBuffer output = 
ByteBuffer.allocate(compressor.maxCompressedLength(input.remaining()));
+    compressor.compress(input.duplicate(), output);
+    output.flip();
+    return output;
+  }
+
+  private static Compressor createCompressor(StatsCompressionCodec codec) {
+    switch (codec) {
+      case NONE:
+        break;

Review Comment:
   Won't think fall through to the `throw UnsupportedOperationException`?



##########
core/src/main/java/org/apache/iceberg/stats/StatsFormat.java:
##########
@@ -0,0 +1,162 @@
+/*
+ * 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.stats;
+
+import io.airlift.compress.Compressor;
+import io.airlift.compress.zstd.ZstdCompressor;
+import io.airlift.compress.zstd.ZstdDecompressor;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.nio.ByteBuffer;
+import java.util.function.Function;
+import java.util.stream.Stream;
+import javax.annotation.Nullable;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableTable;
+import org.apache.iceberg.relocated.com.google.common.collect.Table;
+import org.apache.iceberg.util.ByteBuffers;
+
+public final class StatsFormat {
+  private StatsFormat() {
+  }
+
+  enum Flag {
+    FOOTER_PAYLOAD_COMPRESSED(0, 0),
+    /**/;
+
+    private static final Table<Integer, Integer, Flag> byByteAndBit = 
Stream.of(values())
+        .collect(ImmutableTable.toImmutableTable(Flag::byteNumber, 
Flag::bitNumber, Function.identity()));
+
+    private final int byteNumber;
+    private final int bitNumber;
+
+    Flag(int byteNumber, int bitNumber) {
+      this.byteNumber = byteNumber;

Review Comment:
   Is it worth verifying both are positive and bitNumber < 8?



##########
core/src/main/java/org/apache/iceberg/stats/StatsFormat.java:
##########
@@ -0,0 +1,162 @@
+/*
+ * 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.stats;
+
+import io.airlift.compress.Compressor;
+import io.airlift.compress.zstd.ZstdCompressor;
+import io.airlift.compress.zstd.ZstdDecompressor;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.nio.ByteBuffer;
+import java.util.function.Function;
+import java.util.stream.Stream;
+import javax.annotation.Nullable;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.ImmutableTable;
+import org.apache.iceberg.relocated.com.google.common.collect.Table;
+import org.apache.iceberg.util.ByteBuffers;
+
+public final class StatsFormat {
+  private StatsFormat() {
+  }
+
+  enum Flag {
+    FOOTER_PAYLOAD_COMPRESSED(0, 0),
+    /**/;
+
+    private static final Table<Integer, Integer, Flag> byByteAndBit = 
Stream.of(values())
+        .collect(ImmutableTable.toImmutableTable(Flag::byteNumber, 
Flag::bitNumber, Function.identity()));
+
+    private final int byteNumber;
+    private final int bitNumber;
+
+    Flag(int byteNumber, int bitNumber) {
+      this.byteNumber = byteNumber;
+      this.bitNumber = bitNumber;
+    }
+
+    @Nullable
+    static Flag fromBit(int byteNumber, int bitNumber) {
+      return byByteAndBit.get(byteNumber, bitNumber);
+    }
+
+    public int byteNumber() {
+      return byteNumber;
+    }
+
+    public int bitNumber() {
+      return bitNumber;
+    }
+  }
+
+  static final int FOOTER_MAGIC_OFFSET = 0;
+  static final int FOOTER_STRUCT_LENGTH = 12;
+  static final int FOOTER_STRUCT_PAYLOAD_SIZE_OFFSET = 0;
+  static final int FOOTER_STRUCT_FLAGS_OFFSET = 4;
+  static final int FOOTER_STRUCT_FLAGS_LENGTH = 4;
+  static final int FOOTER_STRUCT_MAGIC_OFFSET = 8;
+  static final StatsCompressionCodec FOOTER_COMPRESSION_CODEC = 
StatsCompressionCodec.LZ4;
+
+  public static final String CREATED_BY_PROPERTY = "created-by";
+
+  static byte[] getMagic() {
+    return new byte[] {0x50, 0x46, 0x42, 0x31};
+  }
+
+  static void writeIntegerLittleEndian(OutputStream outputStream, int value) 
throws IOException {
+    outputStream.write(0xFF & value);
+    outputStream.write(0xFF & value >> 8);

Review Comment:
   Maybe worth putting some parenthesis in for clarity



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