Xuanwo commented on code in PR #765:
URL: https://github.com/apache/iceberg-rust/pull/765#discussion_r1885019802


##########
crates/iceberg/src/puffin/compression.rs:
##########
@@ -15,9 +15,12 @@
 // specific language governing permissions and limitations
 // under the License.
 
+use serde::{Deserialize, Serialize};
+
 use crate::{Error, ErrorKind, Result};
 
-#[derive(Debug, PartialEq, Eq, Clone, Copy, Default)]
+#[derive(Debug, PartialEq, Eq, Clone, Copy, Default, Serialize, Deserialize)]
+#[serde(rename_all = "lowercase")]
 /// Data compression formats

Review Comment:
   I usually prefer to keep comments at the top before `#[derive]` to make them 
easier to find. This also provides more space for writing lengthy comments, 
which may include examples.
   
   ```rust
   /// Data compression formats
   #[derive(Debug, PartialEq, Eq, Clone, Copy, Default, Serialize, Deserialize)]
   #[serde(rename_all = "lowercase")]
   ```



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {
+        if bytes != FileMetadata::MAGIC {
+            Err(Error::new(
+                ErrorKind::DataInvalid,
+                format!(
+                    "Bad magic value: {:?} should be {:?}",
+                    bytes,
+                    FileMetadata::MAGIC
+                ),
+            ))
+        } else {
+            Ok(())
+        }
+    }
+
+    async fn read_footer_payload_length(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+    ) -> Result<u32> {
+        let start = input_file_length - 
u64::from(FileMetadata::FOOTER_STRUCT_LENGTH);
+        let end = start + 
u64::from(FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH);
+        let footer_payload_length_bytes = file_read.read(start..end).await?;
+        let mut buf = [0; 4];
+        buf.copy_from_slice(&footer_payload_length_bytes);
+        let footer_payload_length = u32::from_le_bytes(buf);
+        Ok(footer_payload_length)
+    }
+
+    async fn read_footer_bytes(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+        footer_payload_length: u32,
+    ) -> Result<Bytes> {
+        let footer_length = u64::from(footer_payload_length)
+            + u64::from(FileMetadata::FOOTER_STRUCT_LENGTH)
+            + u64::from(FileMetadata::MAGIC_LENGTH);
+        let start = input_file_length - footer_length;
+        let end = input_file_length;
+        file_read.read(start..end).await
+    }
+
+    fn err_out_of_bounds<T>() -> Result<T> {
+        Err(Error::new(
+            ErrorKind::DataInvalid,
+            "Index range is out of bounds.",
+        ))
+    }
+
+    fn decode_flags(footer_bytes: &[u8]) -> Result<HashSet<Flag>> {
+        let mut flags = HashSet::new();
+        for byte_number in 0..FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH {
+            let byte_offset = footer_bytes.len()
+                - usize::from(FileMetadata::MAGIC_LENGTH)

Review Comment:
   The same, we can use `FileMetadata::MAGIC_LENGTH as usize`



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {
+        if bytes != FileMetadata::MAGIC {
+            Err(Error::new(
+                ErrorKind::DataInvalid,
+                format!(
+                    "Bad magic value: {:?} should be {:?}",
+                    bytes,
+                    FileMetadata::MAGIC
+                ),
+            ))
+        } else {
+            Ok(())
+        }
+    }
+
+    async fn read_footer_payload_length(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+    ) -> Result<u32> {
+        let start = input_file_length - 
u64::from(FileMetadata::FOOTER_STRUCT_LENGTH);
+        let end = start + 
u64::from(FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH);
+        let footer_payload_length_bytes = file_read.read(start..end).await?;

Review Comment:
   Please note that we usually need to avoid reading small bytes from cloud 
storage. Therefore, we will need something like prefetching, which will read a 
large amount of data capable of holding the entire footer. We can implement 
this optimization in a separate PR.



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {

Review Comment:
   Let's do early return:
   
   ```
   if bytes == FileMetadata::MAGIC { 
      return Ok(())
   }
   ...
   ```



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {
+        if bytes != FileMetadata::MAGIC {
+            Err(Error::new(
+                ErrorKind::DataInvalid,
+                format!(
+                    "Bad magic value: {:?} should be {:?}",
+                    bytes,
+                    FileMetadata::MAGIC
+                ),
+            ))
+        } else {
+            Ok(())
+        }
+    }
+
+    async fn read_footer_payload_length(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+    ) -> Result<u32> {
+        let start = input_file_length - 
u64::from(FileMetadata::FOOTER_STRUCT_LENGTH);
+        let end = start + 
u64::from(FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH);
+        let footer_payload_length_bytes = file_read.read(start..end).await?;
+        let mut buf = [0; 4];
+        buf.copy_from_slice(&footer_payload_length_bytes);
+        let footer_payload_length = u32::from_le_bytes(buf);
+        Ok(footer_payload_length)
+    }
+
+    async fn read_footer_bytes(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+        footer_payload_length: u32,
+    ) -> Result<Bytes> {
+        let footer_length = u64::from(footer_payload_length)
+            + u64::from(FileMetadata::FOOTER_STRUCT_LENGTH)
+            + u64::from(FileMetadata::MAGIC_LENGTH);
+        let start = input_file_length - footer_length;
+        let end = input_file_length;
+        file_read.read(start..end).await
+    }
+
+    fn err_out_of_bounds<T>() -> Result<T> {

Review Comment:
   If this error doesn't occur often, how about writing to them directly? I 
believe we won't need to change them frequently. I tend to optimize for reading 
code.



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {
+        if bytes != FileMetadata::MAGIC {
+            Err(Error::new(
+                ErrorKind::DataInvalid,
+                format!(
+                    "Bad magic value: {:?} should be {:?}",
+                    bytes,
+                    FileMetadata::MAGIC
+                ),
+            ))
+        } else {
+            Ok(())
+        }
+    }
+
+    async fn read_footer_payload_length(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+    ) -> Result<u32> {
+        let start = input_file_length - 
u64::from(FileMetadata::FOOTER_STRUCT_LENGTH);
+        let end = start + 
u64::from(FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH);
+        let footer_payload_length_bytes = file_read.read(start..end).await?;
+        let mut buf = [0; 4];
+        buf.copy_from_slice(&footer_payload_length_bytes);
+        let footer_payload_length = u32::from_le_bytes(buf);
+        Ok(footer_payload_length)
+    }
+
+    async fn read_footer_bytes(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+        footer_payload_length: u32,
+    ) -> Result<Bytes> {
+        let footer_length = u64::from(footer_payload_length)
+            + u64::from(FileMetadata::FOOTER_STRUCT_LENGTH)
+            + u64::from(FileMetadata::MAGIC_LENGTH);
+        let start = input_file_length - footer_length;
+        let end = input_file_length;
+        file_read.read(start..end).await
+    }
+
+    fn err_out_of_bounds<T>() -> Result<T> {
+        Err(Error::new(
+            ErrorKind::DataInvalid,
+            "Index range is out of bounds.",
+        ))
+    }
+
+    fn decode_flags(footer_bytes: &[u8]) -> Result<HashSet<Flag>> {
+        let mut flags = HashSet::new();
+        for byte_number in 0..FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH {
+            let byte_offset = footer_bytes.len()
+                - usize::from(FileMetadata::MAGIC_LENGTH)
+                - usize::from(FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH)
+                + usize::from(byte_number);
+
+            let mut flag_byte = match footer_bytes.get(byte_offset) {
+                None => FileMetadata::err_out_of_bounds(),
+                Some(byte) => Ok(*byte),
+            }?;
+            let mut bit_number = 0;
+            while flag_byte != 0 {
+                if flag_byte & 0x1 != 0 {
+                    match Flag::from(&(ByteNumber(byte_number), 
BitNumber(bit_number))) {
+                        Some(flag) => flags.insert(flag),
+                        None => {
+                            return Err(Error::new(
+                                ErrorKind::DataInvalid,
+                                format!(
+                                    "Unknown flag byte {} and bit {} 
combination",
+                                    byte_number, bit_number
+                                ),
+                            ))
+                        }
+                    };
+                }
+                flag_byte >>= 1;
+                bit_number += 1;
+            }
+        }
+        Ok(flags)
+    }
+
+    fn extract_footer_payload_as_str(
+        footer_bytes: &[u8],
+        footer_payload_length: u32,
+    ) -> Result<String> {
+        let flags = FileMetadata::decode_flags(footer_bytes)?;
+        let footer_compression_codec = if 
flags.contains(&Flag::FooterPayloadCompressed) {
+            CompressionCodec::Lz4
+        } else {
+            CompressionCodec::None
+        };
+
+        let start_offset = usize::from(FileMetadata::MAGIC_LENGTH);
+        let end_offset =
+            usize::from(FileMetadata::MAGIC_LENGTH) + 
usize::try_from(footer_payload_length)?;
+        let footer_payload_bytes = match 
footer_bytes.get(start_offset..end_offset) {

Review Comment:
   Let's use `ok_or_else` to simplify the code



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {

Review Comment:
   Will we have other flags?



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {
+        if bytes != FileMetadata::MAGIC {
+            Err(Error::new(
+                ErrorKind::DataInvalid,
+                format!(
+                    "Bad magic value: {:?} should be {:?}",
+                    bytes,
+                    FileMetadata::MAGIC
+                ),
+            ))
+        } else {
+            Ok(())
+        }
+    }
+
+    async fn read_footer_payload_length(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+    ) -> Result<u32> {
+        let start = input_file_length - 
u64::from(FileMetadata::FOOTER_STRUCT_LENGTH);
+        let end = start + 
u64::from(FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH);
+        let footer_payload_length_bytes = file_read.read(start..end).await?;
+        let mut buf = [0; 4];
+        buf.copy_from_slice(&footer_payload_length_bytes);
+        let footer_payload_length = u32::from_le_bytes(buf);
+        Ok(footer_payload_length)
+    }
+
+    async fn read_footer_bytes(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+        footer_payload_length: u32,
+    ) -> Result<Bytes> {
+        let footer_length = u64::from(footer_payload_length)
+            + u64::from(FileMetadata::FOOTER_STRUCT_LENGTH)
+            + u64::from(FileMetadata::MAGIC_LENGTH);
+        let start = input_file_length - footer_length;
+        let end = input_file_length;
+        file_read.read(start..end).await
+    }
+
+    fn err_out_of_bounds<T>() -> Result<T> {
+        Err(Error::new(
+            ErrorKind::DataInvalid,
+            "Index range is out of bounds.",
+        ))
+    }
+
+    fn decode_flags(footer_bytes: &[u8]) -> Result<HashSet<Flag>> {
+        let mut flags = HashSet::new();
+        for byte_number in 0..FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH {
+            let byte_offset = footer_bytes.len()
+                - usize::from(FileMetadata::MAGIC_LENGTH)
+                - usize::from(FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH)
+                + usize::from(byte_number);
+
+            let mut flag_byte = match footer_bytes.get(byte_offset) {
+                None => FileMetadata::err_out_of_bounds(),
+                Some(byte) => Ok(*byte),
+            }?;
+            let mut bit_number = 0;
+            while flag_byte != 0 {
+                if flag_byte & 0x1 != 0 {
+                    match Flag::from(&(ByteNumber(byte_number), 
BitNumber(bit_number))) {
+                        Some(flag) => flags.insert(flag),
+                        None => {
+                            return Err(Error::new(
+                                ErrorKind::DataInvalid,
+                                format!(
+                                    "Unknown flag byte {} and bit {} 
combination",
+                                    byte_number, bit_number
+                                ),
+                            ))
+                        }
+                    };
+                }
+                flag_byte >>= 1;
+                bit_number += 1;
+            }
+        }
+        Ok(flags)
+    }
+
+    fn extract_footer_payload_as_str(
+        footer_bytes: &[u8],
+        footer_payload_length: u32,
+    ) -> Result<String> {
+        let flags = FileMetadata::decode_flags(footer_bytes)?;
+        let footer_compression_codec = if 
flags.contains(&Flag::FooterPayloadCompressed) {
+            CompressionCodec::Lz4
+        } else {
+            CompressionCodec::None
+        };
+
+        let start_offset = usize::from(FileMetadata::MAGIC_LENGTH);
+        let end_offset =
+            usize::from(FileMetadata::MAGIC_LENGTH) + 
usize::try_from(footer_payload_length)?;
+        let footer_payload_bytes = match 
footer_bytes.get(start_offset..end_offset) {
+            None => FileMetadata::err_out_of_bounds(),
+            Some(data) => Ok(data),
+        }?;
+        let decompressed_footer_payload_bytes =
+            footer_compression_codec.decompress(footer_payload_bytes.into())?;
+
+        match String::from_utf8(decompressed_footer_payload_bytes) {

Review Comment:
   Let's use `map_err` to simplify the code



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {
+        if bytes != FileMetadata::MAGIC {
+            Err(Error::new(
+                ErrorKind::DataInvalid,
+                format!(
+                    "Bad magic value: {:?} should be {:?}",
+                    bytes,
+                    FileMetadata::MAGIC
+                ),
+            ))
+        } else {
+            Ok(())
+        }
+    }
+
+    async fn read_footer_payload_length(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+    ) -> Result<u32> {
+        let start = input_file_length - 
u64::from(FileMetadata::FOOTER_STRUCT_LENGTH);

Review Comment:
   We can use `FileMetadata::FOOTER_STRUCT_LENGTH as u64` for simple



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {
+        if bytes != FileMetadata::MAGIC {
+            Err(Error::new(
+                ErrorKind::DataInvalid,
+                format!(
+                    "Bad magic value: {:?} should be {:?}",
+                    bytes,
+                    FileMetadata::MAGIC
+                ),
+            ))
+        } else {
+            Ok(())
+        }
+    }
+
+    async fn read_footer_payload_length(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+    ) -> Result<u32> {
+        let start = input_file_length - 
u64::from(FileMetadata::FOOTER_STRUCT_LENGTH);
+        let end = start + 
u64::from(FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH);
+        let footer_payload_length_bytes = file_read.read(start..end).await?;
+        let mut buf = [0; 4];
+        buf.copy_from_slice(&footer_payload_length_bytes);
+        let footer_payload_length = u32::from_le_bytes(buf);
+        Ok(footer_payload_length)
+    }
+
+    async fn read_footer_bytes(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+        footer_payload_length: u32,
+    ) -> Result<Bytes> {
+        let footer_length = u64::from(footer_payload_length)
+            + u64::from(FileMetadata::FOOTER_STRUCT_LENGTH)
+            + u64::from(FileMetadata::MAGIC_LENGTH);
+        let start = input_file_length - footer_length;
+        let end = input_file_length;
+        file_read.read(start..end).await
+    }
+
+    fn err_out_of_bounds<T>() -> Result<T> {
+        Err(Error::new(
+            ErrorKind::DataInvalid,
+            "Index range is out of bounds.",
+        ))
+    }
+
+    fn decode_flags(footer_bytes: &[u8]) -> Result<HashSet<Flag>> {
+        let mut flags = HashSet::new();
+        for byte_number in 0..FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH {
+            let byte_offset = footer_bytes.len()
+                - usize::from(FileMetadata::MAGIC_LENGTH)
+                - usize::from(FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH)
+                + usize::from(byte_number);
+
+            let mut flag_byte = match footer_bytes.get(byte_offset) {
+                None => FileMetadata::err_out_of_bounds(),
+                Some(byte) => Ok(*byte),
+            }?;
+            let mut bit_number = 0;
+            while flag_byte != 0 {
+                if flag_byte & 0x1 != 0 {
+                    match Flag::from(&(ByteNumber(byte_number), 
BitNumber(bit_number))) {
+                        Some(flag) => flags.insert(flag),
+                        None => {
+                            return Err(Error::new(
+                                ErrorKind::DataInvalid,
+                                format!(
+                                    "Unknown flag byte {} and bit {} 
combination",
+                                    byte_number, bit_number
+                                ),
+                            ))
+                        }
+                    };
+                }
+                flag_byte >>= 1;
+                bit_number += 1;
+            }
+        }
+        Ok(flags)
+    }
+
+    fn extract_footer_payload_as_str(
+        footer_bytes: &[u8],
+        footer_payload_length: u32,
+    ) -> Result<String> {
+        let flags = FileMetadata::decode_flags(footer_bytes)?;
+        let footer_compression_codec = if 
flags.contains(&Flag::FooterPayloadCompressed) {
+            CompressionCodec::Lz4
+        } else {
+            CompressionCodec::None
+        };
+
+        let start_offset = usize::from(FileMetadata::MAGIC_LENGTH);
+        let end_offset =
+            usize::from(FileMetadata::MAGIC_LENGTH) + 
usize::try_from(footer_payload_length)?;
+        let footer_payload_bytes = match 
footer_bytes.get(start_offset..end_offset) {
+            None => FileMetadata::err_out_of_bounds(),
+            Some(data) => Ok(data),
+        }?;
+        let decompressed_footer_payload_bytes =
+            footer_compression_codec.decompress(footer_payload_bytes.into())?;
+
+        match String::from_utf8(decompressed_footer_payload_bytes) {
+            Err(src) => Err(Error::new(
+                ErrorKind::DataInvalid,
+                "Footer is not a valid UTF-8 string",
+            )
+            .with_source(src)),
+            Ok(str) => Ok(str),
+        }
+    }
+
+    fn from_json_str(string: &str) -> Result<FileMetadata> {
+        match serde_json::from_str::<FileMetadata>(string) {
+            Ok(file_metadata) => Ok(file_metadata),
+            Err(src) => Err(
+                Error::new(ErrorKind::DataInvalid, "Given string is not valid 
JSON")
+                    .with_source(src),
+            ),
+        }
+    }
+
+    #[rustfmt::skip]

Review Comment:
   Hi, it's better to let `rustfmt` to do it's work.



##########
crates/iceberg/src/puffin/metadata.rs:
##########
@@ -0,0 +1,809 @@
+// 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.
+
+use std::collections::{HashMap, HashSet};
+
+use bytes::Bytes;
+use once_cell::sync::Lazy;
+use serde::{Deserialize, Serialize};
+
+use crate::io::{FileRead, InputFile};
+use crate::puffin::compression::CompressionCodec;
+use crate::{Error, ErrorKind, Result};
+
+/// Human-readable identification of the application writing the file, along 
with its version.
+/// Example: "Trino version 381"
+pub(crate) const CREATED_BY_PROPERTY: &str = "created-by";
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+#[serde(rename_all = "kebab-case")]
+/// Metadata about a blob.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#blobmetadata
+pub(crate) struct BlobMetadata {
+    /// See blob types: https://iceberg.apache.org/puffin-spec/#blob-types
+    pub(crate) r#type: String,
+    /// List of field IDs the blob was computed for; the order of items is 
used to compute sketches stored in the blob.
+    #[serde(rename = "fields")]
+    pub(crate) input_fields: Vec<i32>,
+    /// ID of the Iceberg table's snapshot the blob was computed from
+    pub(crate) snapshot_id: i64,
+    /// Sequence number of the Iceberg table's snapshot the blob was computed 
from
+    pub(crate) sequence_number: i64,
+    /// The offset in the file where the blob contents start
+    pub(crate) offset: u64,
+    /// The length of the blob stored in the file (after compression, if 
compressed)
+    pub(crate) length: usize,
+    /// The compression codec used to compress the data
+    #[serde(skip_serializing_if = "CompressionCodec::is_none")]
+    #[serde(default)]
+    pub(crate) compression_codec: CompressionCodec,
+    /// Arbitrary meta-information about the blob
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    pub(crate) properties: HashMap<String, String>,
+}
+
+#[derive(Clone, PartialEq, Eq, Hash, Debug)]
+pub(crate) enum Flag {
+    FooterPayloadCompressed,
+}
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct ByteNumber(pub u8);
+
+#[derive(PartialEq, Eq, Hash)]
+pub(crate) struct BitNumber(pub u8);
+
+static FLAGS_BY_BYTE_AND_BIT: Lazy<HashMap<(ByteNumber, BitNumber), Flag>> = 
Lazy::new(|| {
+    let mut m = HashMap::new();
+    m.insert(
+        (
+            Flag::FooterPayloadCompressed.byte_number(),
+            Flag::FooterPayloadCompressed.bit_number(),
+        ),
+        Flag::FooterPayloadCompressed,
+    );
+    m
+});
+
+impl Flag {
+    pub(crate) fn byte_number(&self) -> ByteNumber {
+        match self {
+            Flag::FooterPayloadCompressed => ByteNumber(0),
+        }
+    }
+
+    pub(crate) fn bit_number(&self) -> BitNumber {
+        match self {
+            Flag::FooterPayloadCompressed => BitNumber(0),
+        }
+    }
+
+    fn from(byte_and_bit: &(ByteNumber, BitNumber)) -> Option<Flag> {
+        FLAGS_BY_BYTE_AND_BIT.get(byte_and_bit).cloned()
+    }
+}
+
+#[derive(Debug, PartialEq, Eq, Serialize, Deserialize, Clone)]
+/// Metadata about a puffin file.
+/// For more information, see: 
https://iceberg.apache.org/puffin-spec/#filemetadata
+pub(crate) struct FileMetadata {
+    /// Metadata about blobs in file
+    pub(crate) blobs: Vec<BlobMetadata>,
+    #[serde(skip_serializing_if = "HashMap::is_empty")]
+    #[serde(default)]
+    /// Arbitrary meta-information, like writer identification/version.
+    pub(crate) properties: HashMap<String, String>,
+}
+
+impl FileMetadata {
+    pub(crate) const MAGIC_LENGTH: u8 = 4;
+    pub(crate) const MAGIC: [u8; FileMetadata::MAGIC_LENGTH as usize] = [0x50, 
0x46, 0x41, 0x31];
+
+    // We use the term FOOTER_STRUCT to refer to the fixed-length portion of 
the Footer, as illustrated below.
+    //
+    //                        Footer
+    //                          |
+    //  -------------------------------------------------
+    // |                                                 |
+    // Magic FooterPayload FooterPayloadLength Flags Magic
+    //                     |                             |
+    //                      -----------------------------
+    //                                    |
+    //                              FOOTER_STRUCT
+
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET: u8 = 0;
+    const FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_FLAGS_OFFSET: u8 = 
FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_OFFSET
+        + FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH;
+    pub(crate) const FOOTER_STRUCT_FLAGS_LENGTH: u8 = 4;
+    const FOOTER_STRUCT_MAGIC_OFFSET: u8 =
+        FileMetadata::FOOTER_STRUCT_FLAGS_OFFSET + 
FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH;
+    pub(crate) const FOOTER_STRUCT_LENGTH: u8 =
+        FileMetadata::FOOTER_STRUCT_MAGIC_OFFSET + FileMetadata::MAGIC_LENGTH;
+
+    fn check_magic(bytes: &[u8]) -> Result<()> {
+        if bytes != FileMetadata::MAGIC {
+            Err(Error::new(
+                ErrorKind::DataInvalid,
+                format!(
+                    "Bad magic value: {:?} should be {:?}",
+                    bytes,
+                    FileMetadata::MAGIC
+                ),
+            ))
+        } else {
+            Ok(())
+        }
+    }
+
+    async fn read_footer_payload_length(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+    ) -> Result<u32> {
+        let start = input_file_length - 
u64::from(FileMetadata::FOOTER_STRUCT_LENGTH);
+        let end = start + 
u64::from(FileMetadata::FOOTER_STRUCT_PAYLOAD_LENGTH_LENGTH);
+        let footer_payload_length_bytes = file_read.read(start..end).await?;
+        let mut buf = [0; 4];
+        buf.copy_from_slice(&footer_payload_length_bytes);
+        let footer_payload_length = u32::from_le_bytes(buf);
+        Ok(footer_payload_length)
+    }
+
+    async fn read_footer_bytes(
+        file_read: &dyn FileRead,
+        input_file_length: u64,
+        footer_payload_length: u32,
+    ) -> Result<Bytes> {
+        let footer_length = u64::from(footer_payload_length)
+            + u64::from(FileMetadata::FOOTER_STRUCT_LENGTH)
+            + u64::from(FileMetadata::MAGIC_LENGTH);
+        let start = input_file_length - footer_length;
+        let end = input_file_length;
+        file_read.read(start..end).await
+    }
+
+    fn err_out_of_bounds<T>() -> Result<T> {
+        Err(Error::new(
+            ErrorKind::DataInvalid,
+            "Index range is out of bounds.",
+        ))
+    }
+
+    fn decode_flags(footer_bytes: &[u8]) -> Result<HashSet<Flag>> {
+        let mut flags = HashSet::new();
+        for byte_number in 0..FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH {
+            let byte_offset = footer_bytes.len()
+                - usize::from(FileMetadata::MAGIC_LENGTH)
+                - usize::from(FileMetadata::FOOTER_STRUCT_FLAGS_LENGTH)
+                + usize::from(byte_number);
+
+            let mut flag_byte = match footer_bytes.get(byte_offset) {
+                None => FileMetadata::err_out_of_bounds(),
+                Some(byte) => Ok(*byte),
+            }?;
+            let mut bit_number = 0;
+            while flag_byte != 0 {
+                if flag_byte & 0x1 != 0 {
+                    match Flag::from(&(ByteNumber(byte_number), 
BitNumber(bit_number))) {
+                        Some(flag) => flags.insert(flag),
+                        None => {
+                            return Err(Error::new(
+                                ErrorKind::DataInvalid,
+                                format!(
+                                    "Unknown flag byte {} and bit {} 
combination",
+                                    byte_number, bit_number
+                                ),
+                            ))
+                        }
+                    };
+                }
+                flag_byte >>= 1;
+                bit_number += 1;
+            }
+        }
+        Ok(flags)
+    }
+
+    fn extract_footer_payload_as_str(
+        footer_bytes: &[u8],
+        footer_payload_length: u32,
+    ) -> Result<String> {
+        let flags = FileMetadata::decode_flags(footer_bytes)?;
+        let footer_compression_codec = if 
flags.contains(&Flag::FooterPayloadCompressed) {
+            CompressionCodec::Lz4
+        } else {
+            CompressionCodec::None
+        };
+
+        let start_offset = usize::from(FileMetadata::MAGIC_LENGTH);
+        let end_offset =
+            usize::from(FileMetadata::MAGIC_LENGTH) + 
usize::try_from(footer_payload_length)?;
+        let footer_payload_bytes = match 
footer_bytes.get(start_offset..end_offset) {
+            None => FileMetadata::err_out_of_bounds(),
+            Some(data) => Ok(data),
+        }?;
+        let decompressed_footer_payload_bytes =
+            footer_compression_codec.decompress(footer_payload_bytes.into())?;
+
+        match String::from_utf8(decompressed_footer_payload_bytes) {
+            Err(src) => Err(Error::new(
+                ErrorKind::DataInvalid,
+                "Footer is not a valid UTF-8 string",
+            )
+            .with_source(src)),
+            Ok(str) => Ok(str),
+        }
+    }
+
+    fn from_json_str(string: &str) -> Result<FileMetadata> {
+        match serde_json::from_str::<FileMetadata>(string) {
+            Ok(file_metadata) => Ok(file_metadata),
+            Err(src) => Err(
+                Error::new(ErrorKind::DataInvalid, "Given string is not valid 
JSON")
+                    .with_source(src),
+            ),
+        }
+    }
+
+    #[rustfmt::skip]
+    /// Returns the file metadata about a Puffin file
+    pub(crate) async fn read(input_file: &InputFile) -> Result<FileMetadata> {
+        let file_read = input_file.reader().await?;
+
+        let first_four_bytes = 
file_read.read(0..FileMetadata::MAGIC_LENGTH.into()).await?;
+        FileMetadata::check_magic(&first_four_bytes)?;
+
+        let input_file_length = input_file.metadata().await?.size;
+        let footer_payload_length = 
FileMetadata::read_footer_payload_length(&file_read, input_file_length).await?;
+        let footer_bytes = FileMetadata::read_footer_bytes(&file_read, 
input_file_length, footer_payload_length).await?;
+
+        let magic_length = usize::from(FileMetadata::MAGIC_LENGTH);
+        FileMetadata::check_magic(&footer_bytes[..magic_length])?;             
         // first four bytes of footer

Review Comment:
   We can put the comment before this line.



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