Add py_bindings lib, move to monorepo structure

13 files changed, 2680 insertions, 0 deletions

diff --git a/log_db/Cargo.toml b/log_db/Cargo.toml
new file mode 100644
index 0000000..ca77753
--- /dev/null
+++ b/log_db/Cargo.toml
@@ -0,0 +1,24 @@
+[package]
+name = "log_db"
+version = "0.1.0"
+edition = "2021"
+
+[lib]
+crate-type = ["lib"]
+
+[dependencies]
+fs2 = "0.4.3"
+log = "0.4.22"
+priority-queue = "2.1.1"
+
+[dev-dependencies]
+ctor = "0.2.8"
+env_logger = "0.11.5"
+serial_test = "3.1.1"
+criterion = { version = "0.5", features = ["html_reports"] }
+rand = "0.8.5"
+tempfile = "3.13.0"
+
+[[bench]]
+name = "benchmark"
+harness = false
diff --git a/log_db/benches/benchmark.rs b/log_db/benches/benchmark.rs
new file mode 100644
index 0000000..384c9b7
--- /dev/null
+++ b/log_db/benches/benchmark.rs
@@ -0,0 +1,222 @@
+mod utils;
+
+use criterion::{black_box, criterion_group, criterion_main, BenchmarkId, Criterion};
+use log_db::*;
+use std::fs::OpenOptions;
+use std::path::Path;
+use tempfile;
+use utils::*;
+
+#[derive(Eq, PartialEq, Clone, Debug)]
+enum Field {
+    Id,
+    Name,
+    Data,
+}
+
+pub fn upsert_various_initial_sizes(c: &mut Criterion) {
+    let mut group = c.benchmark_group("upsert_various_initial_sizes");
+
+    for size in [100, 1000, 10000, 100_000, 1_000_000, 10_000_000] {
+        let data_dir_obj = tempfile::tempdir().expect("Failed to get tmpdir");
+        let data_dir = &data_dir_obj
+            .path()
+            .to_str()
+            .expect("Failed to convert tmpdir path to str");
+        let mut db = DB::configure()
+            .data_dir(&data_dir)
+            .fields(&vec![
+                (Field::Id, RecordField::int()),
+                (Field::Name, RecordField::string()),
+                (Field::Data, RecordField::bytes()),
+            ])
+            .primary_key(Field::Id)
+            .initialize()
+            .expect("Failed to initialize DB");
+        prefill_db(&mut db, size).expect("Failed to prefill DB");
+
+        group.bench_with_input(BenchmarkId::from_parameter(size), &size, |b, &_size| {
+            b.iter(|| {
+                let record = random_record(0, size as i64 + 1);
+                let _ = db.upsert(black_box(&record));
+            });
+        });
+    }
+}
+
+pub fn upsert_write_durability(c: &mut Criterion) {
+    let mut group = c.benchmark_group("upsert_write_durability");
+
+    for mode in [
+        WriteDurability::Async,
+        WriteDurability::Flush,
+        WriteDurability::FlushSync,
+    ] {
+        group.bench_with_input(BenchmarkId::from_parameter(&mode), &mode, |b, _mode| {
+            let data_dir_obj = tempfile::tempdir().expect("Failed to get tmpdir");
+            let data_dir = &data_dir_obj
+                .path()
+                .to_str()
+                .expect("Failed to convert tmpdir path to str");
+            let mut db = DB::configure()
+                .data_dir(&data_dir)
+                .fields(&vec![
+                    (Field::Id, RecordField::int()),
+                    (Field::Name, RecordField::string()),
+                    (Field::Data, RecordField::bytes()),
+                ])
+                .write_durability(mode.clone())
+                .primary_key(Field::Id)
+                .initialize()
+                .expect("Failed to initialize DB");
+
+            b.iter(|| {
+                let record = random_record(0, 1000);
+                let _ = db.upsert(black_box(&record));
+            });
+        });
+    }
+}
+
+pub fn get_from_disk_various_initial_sizes(c: &mut Criterion) {
+    let mut group = c.benchmark_group("get_from_disk_various_initial_sizes");
+
+    for size in [0, 10, 100, 1000, 3300, 6700, 10000, 50000, 100_000] {
+        let data_dir_obj = tempfile::tempdir().expect("Failed to get tmpdir");
+        let data_dir = &data_dir_obj
+            .path()
+            .to_str()
+            .expect("Failed to convert tmpdir path to str");
+        let mut db = DB::configure()
+            .data_dir(&data_dir)
+            .memtable_capacity(0)
+            .fields(&vec![
+                (Field::Id, RecordField::int()),
+                (Field::Name, RecordField::string()),
+                (Field::Data, RecordField::bytes()),
+            ])
+            .primary_key(Field::Id)
+            .initialize()
+            .expect("Failed to initialize DB");
+        prefill_db(&mut db, size).expect("Failed to prefill DB");
+
+        group.bench_with_input(BenchmarkId::from_parameter(size), &size, |b, &_size| {
+            b.iter(|| {
+                let id = random_int(0, size as i64 + 1);
+                let _ = db.get(black_box(&RecordValue::Int(id)));
+            });
+        });
+    }
+}
+
+pub fn get_various_memtable_capacities(c: &mut Criterion) {
+    let mut group = c.benchmark_group("get_various_memtable_capacities");
+
+    const PREFILL_N: usize = 10000;
+    let data_dir_obj = tempfile::tempdir().expect("Failed to get tmpdir");
+    let data_dir = &data_dir_obj
+        .path()
+        .to_str()
+        .expect("Failed to convert tmpdir path to str");
+
+    // Create a db instance for prefilling
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB");
+
+    prefill_db(&mut db, PREFILL_N).expect("Failed to prefill DB");
+    drop(db);
+
+    // prefill_db generates IDs between 0..1000, so having memtable_capacity = 1000
+    // effectively indexes the whole DB
+    for size in (0..).map(|x| x * 100).take_while(|&x| x <= 1000) {
+        group.bench_with_input(BenchmarkId::from_parameter(size), &size, |b, &_size| {
+            let mut db = DB::configure()
+                .data_dir(&data_dir)
+                .fields(&vec![
+                    (Field::Id, RecordField::int()),
+                    (Field::Name, RecordField::string()),
+                    (Field::Data, RecordField::bytes()),
+                ])
+                .memtable_capacity(size)
+                .primary_key(Field::Id)
+                .initialize()
+                .expect("Failed to initialize DB");
+
+            b.iter(|| {
+                let id = random_int(0, 1000 + 1);
+                let _ = db.get(black_box(&RecordValue::Int(id)));
+            });
+        });
+    }
+}
+
+fn reverse_read_file_with_various_buffer_sizes(c: &mut Criterion) {
+    let mut group = c.benchmark_group("reverse_read_file_with_various_buffer_sizes");
+    group.sample_size(50);
+
+    // odd powers of 2
+    let buffer_sizes = [128, 512, 2048, 8192, 32768, 131_072, 524_288];
+    const PREFILL_N: usize = 100_000;
+
+    let data_dir_obj = tempfile::tempdir().expect("Failed to get tmpdir");
+    let data_dir = &data_dir_obj
+        .path()
+        .to_str()
+        .expect("Failed to convert tmpdir path to str");
+
+    // Create a db instance for prefilling
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB");
+
+    prefill_db(&mut db, PREFILL_N).expect("Failed to prefill DB");
+    drop(db);
+
+    for size in buffer_sizes {
+        group.bench_with_input(BenchmarkId::from_parameter(size), &size, |b, &_size| {
+            let mut file = OpenOptions::new()
+                .read(true)
+                .open(Path::new(data_dir).join("db"))
+                .expect("Failed to open log file");
+
+            b.iter(|| {
+                let mut rev_reader = ReverseLogReader::new_with_size(&mut file, size)
+                    .expect("Failed to create ReverseLogReader");
+
+                // This is to avoid optimizing out the loop
+                let mut i = 0;
+                for _ in &mut rev_reader {
+                    i += 1;
+                }
+
+                i
+            });
+        });
+    }
+}
+
+// Register the benchmark group
+criterion_group!(
+    benches,
+    upsert_various_initial_sizes,
+    upsert_write_durability,
+    get_from_disk_various_initial_sizes,
+    get_various_memtable_capacities,
+    reverse_read_file_with_various_buffer_sizes,
+);
+criterion_main!(benches);
diff --git a/log_db/benches/utils.rs b/log_db/benches/utils.rs
new file mode 100644
index 0000000..63b3d84
--- /dev/null
+++ b/log_db/benches/utils.rs
@@ -0,0 +1,46 @@
+use log_db::*;
+use rand::distributions::Alphanumeric;
+use rand::Rng;
+use std::fmt::Debug;
+use std::io;
+
+// Function to generate a random integer
+pub fn random_int(from: i64, to: i64) -> i64 {
+    let mut rng = rand::thread_rng();
+    rng.gen_range(from..to)
+}
+
+// Function to generate a random string
+pub fn random_string(len: usize) -> String {
+    let mut rng = rand::thread_rng();
+    (0..len).map(|_| rng.sample(Alphanumeric) as char).collect()
+}
+
+// Function to generate random bytes
+pub fn random_bytes(len: usize) -> Vec<u8> {
+    let mut rng = rand::thread_rng();
+    (0..len).map(|_| rng.gen()).collect()
+}
+
+// Function to generate a random record
+pub fn random_record(from_id: i64, to_id: i64) -> Record {
+    Record {
+        values: vec![
+            RecordValue::Int(random_int(from_id, to_id)), // Random int value between 0..1000
+            RecordValue::String(random_string(5)),        // Random string of length 5
+            RecordValue::Bytes(random_bytes(10)),         // Random bytes of length 10
+        ],
+    }
+}
+
+pub fn prefill_db<T: Eq + Clone + Debug>(
+    db: &mut DB<T>,
+    n_records: usize,
+) -> Result<(), io::Error> {
+    for _ in 0..n_records {
+        let record = random_record(0, n_records as i64);
+        db.upsert(&record)?;
+    }
+
+    Ok(())
+}
diff --git a/log_db/src/common.rs b/log_db/src/common.rs
new file mode 100644
index 0000000..c2af766
--- /dev/null
+++ b/log_db/src/common.rs
@@ -0,0 +1,308 @@
+use std::fmt::Display;
+use std::fs::{metadata, File};
+use std::io::{self};
+use std::path::PathBuf;
+
+// For Unix-like systems
+#[cfg(unix)]
+use std::os::unix::fs::MetadataExt;
+
+// For Windows
+#[cfg(windows)]
+use std::os::windows::fs::MetadataExt;
+
+pub const ACTIVE_LOG_FILENAME: &str = "db";
+pub const EXCL_LOCK_REQUEST_FILENAME: &str = "excl_lock_req";
+pub const DEFAULT_READ_BUF_SIZE: usize = 1024 * 1024; // 1 MB
+pub const FIELD_SEPARATOR: u8 = b'\x1C';
+pub const ESCAPE_CHARACTER: u8 = b'\x1D';
+pub const TEST_RESOURCES_DIR: &str = "tests/resources";
+
+// Special sequences. Note: these must have the same length!
+// Since the log is read both forwards and backwards, we must have a signal
+// character (ESCAPE_CHARACTER) on both sides of the special sequence.
+pub const SEQ_RECORD_SEP: &[u8] = &[
+    ESCAPE_CHARACTER,
+    FIELD_SEPARATOR,
+    FIELD_SEPARATOR,
+    ESCAPE_CHARACTER,
+];
+pub const SEQ_LIT_ESCAPE: &[u8] = &[
+    ESCAPE_CHARACTER,
+    ESCAPE_CHARACTER,
+    ESCAPE_CHARACTER,
+    ESCAPE_CHARACTER,
+];
+pub const SEQ_LIT_FIELD_SEP: &[u8] = &[
+    ESCAPE_CHARACTER,
+    ESCAPE_CHARACTER,
+    FIELD_SEPARATOR,
+    ESCAPE_CHARACTER,
+];
+
+/// There are three special sequences that need to be handled:
+/// Here: SC = escape char, FS = field separator.
+/// - SC FS FS SC  -> actual record separator
+/// - SC SC FS SC  -> literal FS
+/// - SC SC SC SC  -> literal SC
+///
+/// Returns SpecialSequence or None if not valid.
+pub fn validate_special(buf: &[u8]) -> Option<SpecialSequence> {
+    match buf {
+        SEQ_RECORD_SEP => Some(SpecialSequence::RecordSeparator),
+        SEQ_LIT_FIELD_SEP => Some(SpecialSequence::LiteralFieldSeparator),
+        SEQ_LIT_ESCAPE => Some(SpecialSequence::LiteralEscape),
+        _ => None,
+    }
+}
+
+#[derive(Debug, Eq, PartialEq)]
+pub enum SpecialSequence {
+    RecordSeparator,
+    LiteralFieldSeparator,
+    LiteralEscape,
+}
+
+#[derive(Debug, Clone, Eq, PartialEq)]
+pub enum MemtableEvictPolicy {
+    LeastWritten,
+    LeastRead,
+    LeastReadOrWritten,
+}
+
+#[derive(Debug, Clone, Eq, PartialEq)]
+pub enum WriteDurability {
+    /// Changes are written to an application-level write buffer without flushing to the OS write buffer or syncing to disk.
+    /// The buffered writer will batch writes to the OS buffer for maximum performance.
+    /// Offers the lowest durability guarantees but is very fast.
+    Async,
+    /// Changes are written to the OS write buffer but not immediately synced to disk.
+    /// Offers better durability guarantees than Async but is slower.
+    /// This is generally recommended. Most OSes will sync the write buffer to disk within a few seconds.
+    Flush,
+    /// Changes are written to the OS write buffer and synced to disk immediately.
+    /// Offers the best durability guarantees but is the slowest.
+    FlushSync,
+}
+
+impl Display for WriteDurability {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> Result<(), std::fmt::Error> {
+        write!(f, "{:?}", self)?;
+        Ok(())
+    }
+}
+
+#[derive(Debug, Clone, Ord, PartialOrd, Eq, PartialEq, Hash)]
+pub enum IndexableValue {
+    Int(i64),
+    String(String),
+}
+
+#[derive(Debug, Clone)]
+pub enum RecordFieldType {
+    Int,
+    Float,
+    String,
+    Bytes,
+}
+
+#[derive(Debug, Clone)]
+pub struct RecordField {
+    pub field_type: RecordFieldType,
+    pub nullable: bool,
+}
+
+impl RecordField {
+    pub fn int() -> Self {
+        RecordField {
+            field_type: RecordFieldType::Int,
+            nullable: false,
+        }
+    }
+
+    pub fn float() -> Self {
+        RecordField {
+            field_type: RecordFieldType::Float,
+            nullable: false,
+        }
+    }
+
+    pub fn string() -> Self {
+        RecordField {
+            field_type: RecordFieldType::String,
+            nullable: false,
+        }
+    }
+
+    pub fn bytes() -> Self {
+        RecordField {
+            field_type: RecordFieldType::Bytes,
+            nullable: false,
+        }
+    }
+
+    pub fn nullable(&mut self) -> Self {
+        let mut new = self.clone();
+        new.nullable = true;
+        new
+    }
+}
+
+#[derive(Debug, Clone)]
+pub enum RecordValue {
+    Null,
+    Int(i64),
+    Float(f64),
+    String(String),
+    Bytes(Vec<u8>),
+}
+
+impl RecordValue {
+    pub fn serialize(&self) -> Vec<u8> {
+        match self {
+            RecordValue::Null => {
+                vec![0] // Tag for Null
+            }
+            RecordValue::Int(i) => {
+                let mut bytes = vec![1]; // Tag for Int
+                let data_bytes = escape_bytes(&i.to_be_bytes());
+                bytes.extend(&data_bytes);
+                bytes
+            }
+            RecordValue::Float(f) => {
+                let mut bytes = vec![2]; // Tag for Float
+                let data_bytes = escape_bytes(&f.to_be_bytes());
+                bytes.extend(&data_bytes);
+                bytes
+            }
+            RecordValue::String(s) => {
+                let mut bytes = vec![3]; // Tag for String
+                let length = s.len() as u64;
+                let length_bytes = escape_bytes(&length.to_be_bytes());
+                bytes.extend(&length_bytes);
+                let data_bytes = escape_bytes(s.as_bytes());
+                bytes.extend(&data_bytes);
+                bytes
+            }
+            RecordValue::Bytes(b) => {
+                let mut bytes = vec![4]; // Tag for Bytes
+                let length = b.len() as u64;
+                let length_bytes = escape_bytes(&length.to_be_bytes());
+                bytes.extend(&length_bytes);
+                let data_bytes = escape_bytes(b);
+                bytes.extend(&data_bytes);
+                bytes
+            }
+        }
+    }
+
+    /// Deserialize a RecordValue from a byte slice.
+    /// Returns the deserialized RecordValue and the number of bytes consumed.
+    pub fn deserialize(bytes: &[u8]) -> (RecordValue, usize) {
+        match bytes[0] {
+            0 => (RecordValue::Null, 1),
+            1 => {
+                let mut int_bytes = [0; 8];
+                int_bytes.copy_from_slice(&bytes[1..1 + 8]);
+                (RecordValue::Int(i64::from_be_bytes(int_bytes)), 1 + 8)
+            }
+            2 => {
+                let mut float_bytes = [0; 8];
+                float_bytes.copy_from_slice(&bytes[1..1 + 8]);
+                (RecordValue::Float(f64::from_be_bytes(float_bytes)), 1 + 8)
+            }
+            3 => {
+                let length_bytes = &bytes[1..1 + 8];
+                let length = u64::from_be_bytes(length_bytes.try_into().unwrap()) as usize;
+                (
+                    RecordValue::String(
+                        String::from_utf8(bytes[1 + 8..1 + 8 + length].to_vec()).unwrap(),
+                    ),
+                    1 + 8 + length,
+                )
+            }
+            4 => {
+                let length_bytes = &bytes[1..1 + 8];
+                let length = u64::from_be_bytes(length_bytes.try_into().unwrap()) as usize;
+                (
+                    RecordValue::Bytes(bytes[1 + 8..1 + 8 + length].to_vec()),
+                    1 + 8 + length,
+                )
+            }
+            _ => panic!("Invalid tag: {}", bytes[0]),
+        }
+    }
+
+    pub fn as_indexable(&self) -> Option<IndexableValue> {
+        match self {
+            RecordValue::Int(i) => Some(IndexableValue::Int(*i)),
+            RecordValue::String(s) => Some(IndexableValue::String(s.clone())),
+            _ => None,
+        }
+    }
+}
+
+#[derive(Debug, Clone)]
+pub struct Record {
+    pub values: Vec<RecordValue>,
+}
+
+impl Record {
+    pub fn serialize(&self) -> Vec<u8> {
+        let mut bytes = Vec::new();
+        for value in &self.values {
+            bytes.extend(value.serialize());
+        }
+        bytes
+    }
+
+    pub fn deserialize(bytes: &[u8]) -> Record {
+        let mut values = Vec::new();
+        let mut start = 0;
+        while start < bytes.len() {
+            let (rv, consumed) = RecordValue::deserialize(&bytes[start..]);
+            values.push(rv);
+            start += consumed;
+        }
+        Record { values }
+    }
+}
+
+pub fn escape_bytes(buf: &[u8]) -> Vec<u8> {
+    let mut result = Vec::new();
+    for byte in buf {
+        match byte {
+            &FIELD_SEPARATOR => {
+                result.extend(SEQ_LIT_FIELD_SEP);
+            }
+            &ESCAPE_CHARACTER => {
+                result.extend(SEQ_LIT_ESCAPE);
+            }
+            _ => result.push(*byte),
+        }
+    }
+    result
+}
+
+pub fn is_file_same_as_path(file: &File, path: &PathBuf) -> io::Result<bool> {
+    // Get the metadata for the open file handle
+    let file_metadata = file.metadata()?;
+
+    // Get the metadata for the file at the specified path
+    let path_metadata = metadata(path)?;
+
+    // Platform-specific comparison
+    #[cfg(unix)]
+    {
+        Ok(
+            file_metadata.dev() == path_metadata.dev()
+                && file_metadata.ino() == path_metadata.ino(),
+        )
+    }
+
+    #[cfg(windows)]
+    {
+        Ok(file_metadata.file_index() == path_metadata.file_index()
+            && file_metadata.volume_serial_number() == path_metadata.volume_serial_number())
+    }
+}
diff --git a/log_db/src/forward_log_reader.rs b/log_db/src/forward_log_reader.rs
new file mode 100644
index 0000000..10788a7
--- /dev/null
+++ b/log_db/src/forward_log_reader.rs
@@ -0,0 +1,124 @@
+use super::common::*;
+use std::fs::{self};
+use std::io::{self, BufRead, Read};
+
+pub struct ForwardLogReader<'a> {
+    reader: io::BufReader<&'a mut fs::File>,
+}
+
+impl<'a> ForwardLogReader<'a> {
+    pub fn new(file: &mut fs::File) -> ForwardLogReader {
+        let reader = io::BufReader::new(file);
+        ForwardLogReader { reader }
+    }
+
+    fn read_record(&mut self) -> Result<Option<Record>, io::Error> {
+        // The buffer that stores the bytes read from the file.
+        let mut read_buf: Vec<u8> = Vec::new();
+        // The buffer that stores all the bytes of the record read so far in reverse order.
+        let mut result_buf: Vec<u8> = Vec::new();
+
+        // Try reading a byte from the file.
+        // If we've reached the end of the file, return None.
+        let mut peek_buf = vec![0];
+        match self.reader.read_exact(&mut peek_buf) {
+            Ok(_) => {
+                // Go back one byte
+                self.reader.seek_relative(-1)?;
+            }
+            Err(ref e) if e.kind() == io::ErrorKind::UnexpectedEof => {
+                return Ok(None);
+            }
+            Err(e) => {
+                return Err(e);
+            }
+        }
+
+        loop {
+            read_buf.clear();
+            self.reader.read_until(ESCAPE_CHARACTER, &mut read_buf)?;
+            self.reader.seek_relative(-1)?;
+            result_buf.extend(&read_buf[..read_buf.len() - 1]);
+
+            // Otherwise, we must have encountered an escape character.
+            match self.read_special_sequence()? {
+                SpecialSequence::RecordSeparator => {
+                    // The record is complete, so we can break out of the loop.
+                    break;
+                }
+                SpecialSequence::LiteralFieldSeparator => {
+                    // The field separator is escaped, so we need to add it to the result buffer.
+                    result_buf.push(FIELD_SEPARATOR);
+                }
+                SpecialSequence::LiteralEscape => {
+                    // The escape character is escaped, so we need to add it to the result buffer.
+                    result_buf.push(ESCAPE_CHARACTER);
+                }
+            }
+        }
+
+        let record = Record::deserialize(&result_buf);
+        Ok(Some(record))
+    }
+
+    fn read_special_sequence(&mut self) -> Result<SpecialSequence, io::Error> {
+        let mut special_buf: Vec<u8> = vec![0; SEQ_RECORD_SEP.len()];
+        self.reader.read_exact(&mut special_buf)?;
+
+        match validate_special(&special_buf.as_slice()) {
+            Some(special) => Ok(special),
+            None => Err(io::Error::new(
+                io::ErrorKind::InvalidData,
+                "Not a special sequence",
+            )),
+        }
+    }
+}
+
+impl Iterator for ForwardLogReader<'_> {
+    type Item = Record;
+
+    fn next(&mut self) -> Option<Self::Item> {
+        match self.read_record() {
+            Ok(Some(record)) => Some(record),
+            Ok(None) => None,
+            Err(err) => panic!("Error reading record: {:?}", err),
+        }
+    }
+}
+
+#[cfg(test)]
+mod reverse_reader_tests {
+    use super::*;
+    use std::path::Path;
+
+    #[test]
+    fn test_forward_log_reader_fixture_db1() {
+        let db_path = Path::new(TEST_RESOURCES_DIR).join("test_db1");
+        let mut file = fs::OpenOptions::new()
+            .read(true)
+            .open(&db_path)
+            .expect("Failed to open file");
+        let mut forward_log_reader = ForwardLogReader::new(&mut file);
+
+        // There are two records in the log with "schema": Int, Null
+
+        let first_record = forward_log_reader
+            .next()
+            .expect("Failed to read the first record");
+        assert!(match first_record.values.as_slice() {
+            [RecordValue::Int(0x1D), RecordValue::Null] => true,
+            _ => false,
+        });
+
+        let last_record = forward_log_reader
+            .next()
+            .expect("Failed to read the last record");
+        assert!(match last_record.values.as_slice() {
+            [RecordValue::Int(10), RecordValue::Null] => true,
+            _ => false,
+        });
+
+        assert!(forward_log_reader.next().is_none());
+    }
+}
diff --git a/log_db/src/lib.rs b/log_db/src/lib.rs
new file mode 100644
index 0000000..6787cf1
--- /dev/null
+++ b/log_db/src/lib.rs
@@ -0,0 +1,794 @@
+#[macro_use]
+extern crate log;
+
+mod common;
+mod forward_log_reader;
+mod primary_memtable;
+mod reverse_log_reader;
+mod secondary_memtable;
+
+pub use common::*;
+pub use forward_log_reader::ForwardLogReader;
+use fs2::lock_contended_error;
+use fs2::FileExt;
+use primary_memtable::PrimaryMemtable;
+pub use reverse_log_reader::ReverseLogReader;
+use secondary_memtable::SecondaryMemtable;
+use std::fmt::Debug;
+use std::fs::{self};
+use std::io::{self, Write};
+use std::os::unix::fs::MetadataExt;
+use std::path::{Path, PathBuf};
+use std::thread;
+
+pub struct ConfigBuilder<'a, Field: Eq + Clone + Debug> {
+    data_dir: Option<String>,
+    segment_size: Option<usize>,
+    memtable_capacity: Option<usize>,
+    fields: Option<&'a Vec<(Field, RecordField)>>,
+    primary_key: Option<Field>,
+    secondary_keys: Option<Vec<Field>>,
+    memtable_evict_policy: Option<MemtableEvictPolicy>,
+    write_durability: Option<WriteDurability>,
+}
+
+impl<'a, Field: Eq + Clone + Debug> ConfigBuilder<'a, Field> {
+    pub fn new() -> ConfigBuilder<'a, Field> {
+        ConfigBuilder::<Field> {
+            data_dir: None,
+            segment_size: None,
+            memtable_capacity: None,
+            fields: None,
+            primary_key: None,
+            secondary_keys: None,
+            memtable_evict_policy: None,
+            write_durability: None,
+        }
+    }
+
+    /// Directory where the database will store its data.
+    pub fn data_dir(&mut self, data_dir: &str) -> &mut Self {
+        self.data_dir = Some(data_dir.to_string());
+        self
+    }
+
+    /// The maximum size of a segment file in bytes.
+    /// Once a segment file reaches this size, it is closed and a new one is created.
+    /// Closed segment files can be compacted.
+    pub fn segment_size(&mut self, segment_size: usize) -> &mut Self {
+        self.segment_size = Some(segment_size);
+        self
+    }
+
+    /// The maximum size of a single memtable in terms of records.
+    /// Note that each secondary index will have its own memtable.
+    pub fn memtable_capacity(&mut self, memtable_capacity: usize) -> &mut Self {
+        self.memtable_capacity = Some(memtable_capacity);
+        self
+    }
+
+    /// The field schema of the database.
+    pub fn fields(&mut self, fields: &'a Vec<(Field, RecordField)>) -> &mut Self {
+        self.fields = Some(fields);
+        self
+    }
+
+    /// The primary key of the database, used to construct
+    /// the primary memtable index. This should be the field
+    /// that is most frequently queried.
+    pub fn primary_key(&mut self, primary_key: Field) -> &mut Self {
+        self.primary_key = Some(primary_key);
+        self
+    }
+
+    /// The secondary keys of the database, used to construct
+    /// the secondary memtable indexes.
+    pub fn secondary_keys(&mut self, secondary_keys: Vec<Field>) -> &mut Self {
+        self.secondary_keys = Some(secondary_keys);
+        self
+    }
+
+    /// The eviction policy for the memtables. Determines which
+    /// record will be dropped from a memtable when it reaches
+    /// capacity.
+    pub fn memtable_evict_policy(
+        &mut self,
+        memtable_evict_policy: MemtableEvictPolicy,
+    ) -> &mut Self {
+        self.memtable_evict_policy = Some(memtable_evict_policy);
+        self
+    }
+
+    /// The write durability policy for the database.
+    /// This determines how writes are persisted to disk.
+    /// The default is WriteDurability::Flush.
+    pub fn write_durability(&mut self, write_durability: WriteDurability) -> &mut Self {
+        self.write_durability = Some(write_durability);
+        self
+    }
+
+    pub fn initialize(&self) -> Result<DB<Field>, io::Error> {
+        let config = Config::<Field> {
+            data_dir: self.data_dir.clone().unwrap_or("db_data".to_string()),
+            segment_size: self.segment_size.unwrap_or(4 * 1024 * 1024), // 4MB
+            memtable_capacity: self.memtable_capacity.unwrap_or(1_000_000),
+            fields: self
+                .fields
+                .ok_or(io::Error::new(
+                    io::ErrorKind::InvalidInput,
+                    "Required config value \"fields\" is not set",
+                ))?
+                .clone(),
+            primary_key: self.primary_key.clone().ok_or(io::Error::new(
+                io::ErrorKind::InvalidInput,
+                "Required config value \"primary_key\" is not set",
+            ))?,
+            secondary_keys: self.secondary_keys.clone().unwrap_or(Vec::new()),
+            memtable_evict_policy: self
+                .memtable_evict_policy
+                .clone()
+                .unwrap_or(MemtableEvictPolicy::LeastReadOrWritten),
+            write_durability: self
+                .write_durability
+                .clone()
+                .unwrap_or(WriteDurability::Flush),
+        };
+
+        DB::initialize(&config)
+    }
+}
+
+#[derive(Clone)]
+struct Config<Field: Eq + Clone> {
+    pub data_dir: String,
+    pub segment_size: usize,
+    pub memtable_capacity: usize,
+    pub fields: Vec<(Field, RecordField)>,
+    pub primary_key: Field,
+    pub secondary_keys: Vec<Field>,
+    pub memtable_evict_policy: MemtableEvictPolicy,
+    pub write_durability: WriteDurability,
+}
+
+pub struct DB<Field: Eq + Clone + Debug> {
+    config: Config<Field>,
+    log_path: PathBuf,
+    log_file: fs::File,
+    primary_key_index: usize,
+    primary_memtable: PrimaryMemtable,
+    secondary_memtables: Vec<SecondaryMemtable<Field>>,
+}
+
+impl<Field: Eq + Clone + Debug> DB<Field> {
+    /// Create a new database configuration builder.
+    pub fn configure() -> ConfigBuilder<'static, Field> {
+        ConfigBuilder::new()
+    }
+
+    fn initialize(config: &Config<Field>) -> Result<DB<Field>, io::Error> {
+        info!("Initializing DB...");
+        // If data_dir does not exist, create it
+        if !fs::exists(&config.data_dir)? {
+            fs::create_dir_all(&config.data_dir)?;
+        }
+
+        let log_path = Path::new(&config.data_dir).join(ACTIVE_LOG_FILENAME);
+
+        // Create the log file if it does not exist
+        let log_file_file = fs::OpenOptions::new()
+            .create(true)
+            .read(true)
+            .append(true)
+            .open(&log_path)?;
+
+        // Create the exclusive lock request file if it does not exist
+        fs::OpenOptions::new()
+            .create(true)
+            .write(true)
+            .open(&Path::new(&config.data_dir).join(EXCL_LOCK_REQUEST_FILENAME))?;
+
+        // Calculate the index of the primary value in a record
+        let primary_key_index = config
+            .fields
+            .iter()
+            .position(|(field, _)| field == &config.primary_key)
+            .ok_or(io::Error::new(
+                io::ErrorKind::InvalidInput,
+                "Primary key not found in schema after initialize",
+            ))?;
+
+        // Join primary key and secondary keys vec into a single vec
+        let mut all_keys = vec![&config.primary_key];
+        all_keys.extend(&config.secondary_keys);
+
+        // If any of the keys is not in the schema or
+        // is not an IndexableValue, return an error
+        for &key in &all_keys {
+            let (_, RecordField { field_type, .. }) = config
+                .fields
+                .iter()
+                .find(|(field, _)| field == key)
+                .ok_or(io::Error::new(
+                    io::ErrorKind::InvalidInput,
+                    "Secondary key must be present in the field schema",
+                ))?;
+
+            match field_type {
+                RecordFieldType::Int | RecordFieldType::String => {}
+                _ => {
+                    return Err(io::Error::new(
+                        io::ErrorKind::InvalidInput,
+                        "Secondary key must be an IndexableValue",
+                    ))
+                }
+            }
+        }
+        let primary_memtable = PrimaryMemtable::new(
+            config.memtable_capacity,
+            config.memtable_evict_policy.clone(),
+        );
+        let secondary_memtables = config
+            .secondary_keys
+            .iter()
+            .map(|key| {
+                SecondaryMemtable::new(
+                    key,
+                    primary_key_index,
+                    config.memtable_capacity,
+                    config.memtable_evict_policy.clone(),
+                )
+            })
+            .collect();
+
+        let mut db = DB::<Field> {
+            config: config.clone(),
+            log_path: log_path.clone(),
+            log_file: log_file_file,
+            primary_key_index,
+            primary_memtable,
+            secondary_memtables,
+        };
+
+        info!("Rebuilding memtable indexes...");
+        let mut file = fs::OpenOptions::new().read(true).open(&log_path)?;
+
+        let forward_log_reader = ForwardLogReader::new(&mut file);
+        for record in forward_log_reader {
+            db.update_primary_index(&record);
+            db.update_secondary_indexes(&record);
+        }
+
+        info!("Database ready.");
+
+        Ok(db)
+    }
+
+    /// Insert a record into the database. If the primary key value already exists,
+    /// the existing record will be replaced by the supplied one.
+    pub fn upsert(&mut self, record: &Record) -> Result<(), io::Error> {
+        debug!("Upserting record: {:?}", record);
+        // Validate the record length
+        if record.values.len() != self.config.fields.len() {
+            return Err(io::Error::new(
+                io::ErrorKind::InvalidInput,
+                format!(
+                    "Record has an incorrect number of fields: {}, expected {}",
+                    record.values.len(),
+                    self.config.fields.len()
+                ),
+            ));
+        }
+
+        // Validate that record fields match schema types
+        for (i, (_, field)) in self.config.fields.iter().enumerate() {
+            match (&record.values[i], field) {
+                (
+                    RecordValue::Null,
+                    RecordField {
+                        nullable: true,
+                        field_type: _,
+                    },
+                ) => {}
+                (
+                    RecordValue::Int(_),
+                    RecordField {
+                        field_type: RecordFieldType::Int,
+                        ..
+                    },
+                ) => {}
+                (
+                    RecordValue::String(_),
+                    RecordField {
+                        field_type: RecordFieldType::String,
+                        ..
+                    },
+                ) => {}
+                (
+                    RecordValue::Bytes(_),
+                    RecordField {
+                        field_type: RecordFieldType::Bytes,
+                        ..
+                    },
+                ) => {}
+                _ => {
+                    return Err(io::Error::new(
+                        io::ErrorKind::InvalidInput,
+                        format!(
+                            "Record field {} has incorrect type: {:?}, expected {:?}",
+                            &i, &record.values[i], &field.field_type
+                        ),
+                    ))
+                }
+            }
+        }
+
+        debug!("Record is valid");
+        debug!("Opening file in append mode and acquiring exclusive lock...");
+
+        // Acquire an exclusive lock for writing
+        self.request_exclusive_lock()?;
+
+        if self.ensure_correct_file_is_open()? {
+            // The log file has been rotated, so we must try again
+            return self.upsert(record);
+        }
+
+        debug!("Lock acquired, appending to log file");
+
+        // Write the record to the log
+        // Each serialized row is suffixed with the field separator character sequence
+        let mut serialized_record = record.serialize();
+        serialized_record.extend(SEQ_RECORD_SEP);
+        self.log_file.write_all(&serialized_record)?;
+
+        // Flush and sync to disk
+        if self.config.write_durability == WriteDurability::Flush {
+            self.log_file.flush()?;
+        }
+        if self.config.write_durability == WriteDurability::FlushSync {
+            self.log_file.flush()?;
+            self.log_file.sync_all()?;
+        }
+
+        self.log_file.unlock()?;
+
+        debug!("Record appended to log file, lock released");
+
+        debug!("Updating primary memtable");
+        self.update_primary_index(record);
+
+        debug!("Updating secondary memtables");
+        self.update_secondary_indexes(record);
+
+        Ok(())
+    }
+
+    /// Get a record by its primary index value.
+    /// E.g. `db.get(RecordValue::Int(10))`.
+    pub fn get(&mut self, query_key: &RecordValue) -> Result<Option<Record>, io::Error> {
+        let query_key_original = query_key;
+        debug!(
+            "Getting record with field {:?} = {:?}",
+            &self.config.primary_key, query_key
+        );
+        let query_key = query_key_original.as_indexable().ok_or(io::Error::new(
+            io::ErrorKind::InvalidInput,
+            "Queried value must be indexable",
+        ))?;
+
+        debug!("Looking up key {:?} in primary memtable", query_key);
+        let found = self.primary_memtable.get(&query_key);
+        if let Some(record) = found {
+            debug!("Found record in primary memtable: {:?}", record);
+            return Ok(Some(record.clone()));
+        }
+
+        debug!(
+            "No memtable entry found, looking up key {:?} in log file",
+            query_key
+        );
+
+        debug!(
+            "Matching records based on value at primary key index ({})",
+            &self.primary_key_index
+        );
+        debug!("Opening file in read mode and acquiring shared lock...");
+
+        // Open the file and acquire a shared lock for reading
+        let mut file = fs::OpenOptions::new().read(true).open(&self.log_path)?;
+
+        self.request_shared_lock(&mut file)?;
+
+        if !is_file_same_as_path(&file, &self.log_path)? {
+            // The log file has been rotated, so we must try again
+            debug!("Lock acquired, but the log file has been rotated. Retrying get...");
+            file.unlock()?;
+            drop(file);
+            return self.get(query_key_original);
+        }
+
+        debug!("Lock acquired, searching log files for record");
+
+        let segment_numbers = self.segment_numbers()?;
+        let mut result: Option<Record> = None;
+        for &n in &segment_numbers {
+            if n == 0 {
+                debug!("Searching the active log file...");
+                result = ReverseLogReader::new(&mut file)?.find(|record| {
+                    let record_key = record.values[self.primary_key_index]
+                        .as_indexable()
+                        .expect("A non-indexable value was stored at key index");
+                    record_key == query_key
+                });
+
+                debug!("Active log file searched, releasing shared lock...");
+                file.unlock()?;
+            } else {
+                debug!("Locking and searching rotated log segment file {}...", n);
+                let path = Path::new(&self.config.data_dir)
+                    .join(ACTIVE_LOG_FILENAME)
+                    .with_extension(n.to_string());
+
+                let mut segm_file = fs::OpenOptions::new().read(true).open(&path)?;
+                self.request_shared_lock(&mut segm_file)?;
+                result = ReverseLogReader::new(&mut segm_file)?.find(|record| {
+                    let record_key = record.values[self.primary_key_index]
+                        .as_indexable()
+                        .expect("A non-indexable value was stored at key index");
+                    record_key == query_key
+                });
+
+                debug!("Segment file searched, releasing shared lock...");
+                segm_file.unlock()?;
+            };
+
+            if result.is_some() {
+                break;
+            }
+        }
+
+        debug!("Record search complete");
+
+        let result_value = match &result {
+            Some(record) => record,
+            None => {
+                debug!("No record found for key {:?}", query_key);
+                return Ok(None);
+            }
+        };
+
+        debug!("Found matching record in log file.");
+
+        debug!("Updating primary memtable");
+        self.update_primary_index(&result_value);
+
+        debug!("Updating secondary memtables");
+        self.update_secondary_indexes(&result_value);
+
+        Ok(result)
+    }
+
+    /// Get a collection of records based on a field value.
+    /// Indexes will be used if they contain the requested key.
+    pub fn find_all(
+        &mut self,
+        field: &Field,
+        query_key: &RecordValue,
+    ) -> Result<Vec<Record>, io::Error> {
+        // If querying by primary key, return the result of `get` wrapped in a vec.
+        if field == &self.config.primary_key {
+            return match self.get(query_key)? {
+                Some(record) => Ok(vec![record.clone()]),
+                None => Ok(vec![]),
+            };
+        }
+
+        // Otherwise, continue with querying secondary indexes.
+        let query_key_original = query_key;
+        debug!(
+            "Finding all records with field {:?} = {:?}",
+            field, query_key
+        );
+        let query_key = query_key_original.as_indexable().ok_or(io::Error::new(
+            io::ErrorKind::InvalidInput,
+            "Queried value must be indexable",
+        ))?;
+
+        // Try to find a memtable with the queried key
+        let found_memtable_index = self
+            .secondary_memtables
+            .iter_mut()
+            .position(|mt| &mt.field == field);
+
+        if let Some(memtable_index) = found_memtable_index {
+            debug!(
+                "Found suitable secondary index. Looking up key {:?} in the memtable",
+                query_key
+            );
+            let records = self.secondary_memtables[memtable_index].find_all(&query_key);
+            debug!("Found matching key");
+            return Ok(records.iter().map(|&record| record.clone()).collect());
+        }
+
+        debug!(
+            "No memtable entry found, looking up key {:?} in log file",
+            query_key
+        );
+
+        // Get the index of the requested field
+        let key_index = self
+            .config
+            .fields
+            .iter()
+            .position(|(schema_field, _)| schema_field == field)
+            .ok_or(io::Error::new(
+                io::ErrorKind::InvalidInput,
+                "Key not found in schema after initialize",
+            ))?;
+
+        debug!("Matching key index {}", key_index);
+        debug!("Acquiring shared lock...");
+
+        // Acquire a shared lock for reading
+        self.log_file.lock_shared()?;
+
+        if self.ensure_correct_file_is_open()? {
+            // The log file has been rotated, so we must try again
+            return self.find_all(field, query_key_original);
+        }
+
+        debug!("Lock acquired, searching log file for record");
+
+        let result = ReverseLogReader::new(&mut self.log_file)?
+            .filter(|record| {
+                let record_key = record.values[key_index]
+                    .as_indexable()
+                    .expect("A non-indexable value was stored at key index");
+                record_key == query_key
+            })
+            .collect::<Vec<Record>>();
+
+        self.log_file.unlock()?;
+        debug!("Record search complete, lock released");
+
+        debug!(
+            "Number of matching records found in log file: {}",
+            result.len()
+        );
+
+        if let Some(memtable_index) = found_memtable_index {
+            debug!("Inserting result set into secondary index");
+            self.secondary_memtables[memtable_index].set_all(&query_key, &result);
+        }
+
+        Ok(result)
+    }
+
+    /// Ensures that the `self.log_file` handle is still pointing to the correct file.
+    /// If the file has been rotated, the handle will be closed and reopened.
+    /// Returns `true` if the file has been rotated and the handle has been reopened.
+    fn ensure_correct_file_is_open(&mut self) -> Result<bool, io::Error> {
+        if !is_file_same_as_path(&self.log_file, &self.log_path)? {
+            // The log file has been rotated, so we must try again
+            debug!(
+                "Lock acquired, but the log file has been rotated. Reopening file and retrying..."
+            );
+            self.log_file.unlock()?;
+
+            self.log_file = fs::OpenOptions::new()
+                .create(true)
+                .read(true)
+                .append(true)
+                .open(&self.log_path)?;
+
+            Ok(true)
+        } else {
+            Ok(false)
+        }
+    }
+
+    fn update_primary_index(&mut self, record: &Record) {
+        let key = record.values[self.primary_key_index]
+            .as_indexable()
+            .expect("A non-indexable value was stored at key index");
+        self.primary_memtable.set(&key, record);
+    }
+
+    fn update_secondary_indexes(&mut self, record: &Record) {
+        self.secondary_memtables
+            .iter_mut()
+            .for_each(|secondary_memtable| {
+                debug!(
+                    "Updating memtable for index on {:?}",
+                    &secondary_memtable.field
+                );
+                for (index, (schema_field, _)) in self.config.fields.iter().enumerate() {
+                    if schema_field == &secondary_memtable.field {
+                        let key = record.values[index]
+                            .as_indexable()
+                            .expect("Secondary index key was not indexable");
+                        secondary_memtable.set(&key, record);
+                    }
+                }
+            });
+    }
+
+    fn request_exclusive_lock(&mut self) -> Result<(), io::Error> {
+        // Create a lock on the exclusive lock request file to signal to readers that they should wait
+        let lock_request_path = Path::new(&self.config.data_dir).join(EXCL_LOCK_REQUEST_FILENAME);
+        let lock_request_file = fs::OpenOptions::new()
+            .create(true)
+            .write(true) // When requesting a lock, we need to have either read or write permissions
+            .open(&lock_request_path)?;
+
+        // Attempt to acquire an exclusive lock on the lock request file
+        // This will block until the lock is acquired
+        lock_request_file.lock_exclusive()?;
+
+        // Check that the exclusive lock request file is still the same as the one we opened
+        // NOTE: this isn't strictly necessary, but it's a good sanity check. Disabled for now.
+        // if !is_file_same_as_path(&lock_request_file, &lock_request_path)? {
+        //     // The lock request file has been removed
+        //     return Err(io::Error::new(
+        //         io::ErrorKind::Other,
+        //         "Lock request file was removed unexpectedly",
+        //     ));
+        // }
+
+        // Acquire an exclusive lock on the log file
+        self.log_file.lock_exclusive()?;
+
+        // Unlock the request file
+        lock_request_file.unlock()?;
+
+        Ok(())
+    }
+
+    fn is_exclusive_lock_requested(&self, data_dir: &str) -> Result<bool, io::Error> {
+        let lock_request_path = Path::new(data_dir).join(EXCL_LOCK_REQUEST_FILENAME);
+        let lock_request_file = fs::OpenOptions::new()
+            .create(true)
+            .write(true) // When requesting a lock, we need to have either read or write permissions
+            .open(&lock_request_path)?;
+
+        // Attempt to acquire a shared lock on the lock request file
+        // If the file is already locked, return false
+        match lock_request_file.try_lock_shared() {
+            Err(e) => {
+                if e.kind() == lock_contended_error().kind() {
+                    return Ok(true);
+                }
+                return Err(e);
+            }
+            Ok(_) => {
+                // Check that the exclusive lock request file is still the same as the one we opened
+                if !is_file_same_as_path(&lock_request_file, &lock_request_path)? {
+                    // The lock request file has been removed
+                    return Err(io::Error::new(
+                        io::ErrorKind::Other,
+                        "Lock request file was removed unexpectedly",
+                    ));
+                }
+
+                lock_request_file.unlock()?;
+                return Ok(false);
+            }
+        }
+    }
+
+    fn request_shared_lock(&self, file: &mut fs::File) -> Result<(), io::Error> {
+        const SHARED_LOCK_WAIT_MAX_MS: u64 = 100;
+        let mut timeout = 5;
+        loop {
+            if self.is_exclusive_lock_requested(&self.config.data_dir)? {
+                debug!("Exclusive lock requested, waiting for {}ms before requesting a shared lock again", timeout);
+                thread::sleep(std::time::Duration::from_millis(timeout));
+                timeout = std::cmp::min(timeout * 2, SHARED_LOCK_WAIT_MAX_MS);
+            } else {
+                file.lock_shared()?;
+                return Ok(());
+            }
+        }
+    }
+
+    /// Check if there are any pending tasks and do them. Tasks include:
+    /// - Rotating the active log file if it has reached capacity and compacting it.
+    ///
+    /// This function should be called periodically to ensure that the database remains in an optimal state.
+    /// Note that this function is synchronous and may block for a relatively long time.
+    /// You may call this function in a separate thread or process to avoid blocking the main thread.
+    /// However, the database will be exclusively locked, so all writes will be blocked during the tasks.
+    pub fn do_maintenance_tasks(&mut self) -> Result<(), io::Error> {
+        let active_log_path = Path::new(&self.config.data_dir).join(ACTIVE_LOG_FILENAME);
+        let active_log_md = fs::metadata(&active_log_path)?;
+
+        if active_log_md.size() >= self.config.segment_size as u64 {
+            // Rotate the active log file
+
+            debug!("Starting rotation, requesting exclusive lock...");
+            self.request_exclusive_lock()?;
+
+            debug!("Exclusive lock acquired, rotating active log file...");
+            let next_segment_number = self.next_segment_number()?;
+            let next_segment_path =
+                &active_log_path.with_extension(next_segment_number.to_string());
+
+            debug!("Renaming active log file to {:?}", &next_segment_path);
+            fs::rename(&active_log_path, &next_segment_path)?;
+
+            // Create a new active log file
+            self.log_file = fs::OpenOptions::new()
+                .create(true)
+                .write(true)
+                .append(true)
+                .open(&active_log_path)?;
+
+            // The new active log file is not locked by this client so it cannot be touched.
+            // Compact the rotated segment.
+
+            debug!("Active log file rotated");
+
+            // TODO compaction of rotated segments
+        }
+
+        Ok(())
+    }
+
+    fn next_segment_number(&self) -> Result<u64, io::Error> {
+        match self.segment_numbers()?.iter().max() {
+            Some(greatest) => Ok(greatest + 1),
+            None => Ok(1),
+        }
+    }
+
+    /// Query the filesystem to get the numbers of existing segments
+    /// in the intended reading order: first the active log (signaled with 0),
+    /// then the segments from the greatest ordinal (newest) to the least (oldest).
+    /// E.g. `vec![0, 4, 3, 2, 1]`.
+    fn segment_numbers(&self) -> Result<Vec<u64>, io::Error> {
+        // TODO: optimize the vecs out of here
+        let files = fs::read_dir(&self.config.data_dir)?;
+        let mut nums: Vec<u64> = files
+            .filter_map(|f| {
+                let f_path = match f {
+                    Ok(f) => f.path(),
+                    Err(_) => return None,
+                };
+
+                if !f_path.is_file() {
+                    return None;
+                }
+
+                let name = &f_path
+                    .with_extension("")
+                    .file_name()
+                    .expect("File did not have a name?")
+                    .to_str()
+                    .expect("Failed to convert file name to string")
+                    .to_string();
+
+                if name != ACTIVE_LOG_FILENAME {
+                    return None;
+                }
+
+                let ext = match f_path.extension() {
+                    Some(ext) => ext,
+                    None => return None,
+                };
+
+                let ext_num = ext
+                    .to_str()
+                    .expect("Extension was not a valid UTF-8 string")
+                    .parse::<u64>()
+                    .expect("Extension was not a valid number");
+
+                Some(ext_num)
+            })
+            .collect();
+
+        nums.sort();
+        nums.push(0);
+        nums.reverse();
+        Ok(nums)
+    }
+}
diff --git a/log_db/src/primary_memtable.rs b/log_db/src/primary_memtable.rs
new file mode 100644
index 0000000..0c94ceb
--- /dev/null
+++ b/log_db/src/primary_memtable.rs
@@ -0,0 +1,79 @@
+use super::common::*;
+use priority_queue::PriorityQueue;
+use std::collections::BTreeMap;
+
+pub struct PrimaryMemtable {
+    capacity: usize,
+    /// Running counter of memtable operations, used as priority
+    /// in evict_queue.
+    n_operations: u64,
+    records: BTreeMap<IndexableValue, Record>,
+    /// A max heap priority queue of keys. Note: n_operations must
+    /// be negated upon append to evict oldest values first.
+    evict_queue: PriorityQueue<IndexableValue, i64>,
+    evict_policy: MemtableEvictPolicy,
+}
+
+impl PrimaryMemtable {
+    pub fn new(capacity: usize, evict_policy: MemtableEvictPolicy) -> PrimaryMemtable {
+        PrimaryMemtable {
+            capacity,
+            n_operations: 0,
+            records: BTreeMap::new(),
+            evict_queue: PriorityQueue::new(),
+            evict_policy,
+        }
+    }
+
+    pub fn set(&mut self, key: &IndexableValue, value: &Record) {
+        if self.capacity == 0 {
+            return;
+        }
+
+        debug!(
+            "Inserting/updating record in primary memtable with key {:?} = {:?}",
+            &key, &value,
+        );
+
+        if self.records.len() >= self.capacity {
+            let (evict_key, _prio) = self.evict_queue.pop().expect("Evict queue was empty");
+            self.records.remove(&evict_key);
+        }
+
+        self.records.insert(key.clone(), value.clone());
+
+        if self.evict_policy == MemtableEvictPolicy::LeastWritten
+            || self.evict_policy == MemtableEvictPolicy::LeastReadOrWritten
+        {
+            self.set_priority(&key);
+        }
+    }
+
+    pub fn get(&mut self, key: &IndexableValue) -> Option<&Record> {
+        if self.evict_policy == MemtableEvictPolicy::LeastRead
+            || self.evict_policy == MemtableEvictPolicy::LeastReadOrWritten
+        {
+            self.set_priority(&key);
+        }
+
+        self.records.get(key)
+    }
+
+    fn set_priority(&mut self, key: &IndexableValue) {
+        let priority = self.get_and_increment_current_priority();
+        match self.evict_queue.get(key) {
+            Some(_) => {
+                self.evict_queue.change_priority(key, priority);
+            }
+            None => {
+                self.evict_queue.push(key.clone(), priority);
+            }
+        }
+    }
+
+    fn get_and_increment_current_priority(&mut self) -> i64 {
+        let ret = -(self.n_operations as i64);
+        self.n_operations += 1;
+        ret
+    }
+}
diff --git a/log_db/src/reverse_log_reader.rs b/log_db/src/reverse_log_reader.rs
new file mode 100644
index 0000000..5d80dba
--- /dev/null
+++ b/log_db/src/reverse_log_reader.rs
@@ -0,0 +1,354 @@
+use super::common::*;
+use std::fs::{self};
+use std::io::{self, Read, Seek, SeekFrom};
+
+pub struct ReverseLogReader<'a> {
+    /// The file to read from end to beginning.
+    file: &'a mut fs::File,
+    /// The internal buffer used to read from the file.
+    /// It is populated with the last INTERNAL_BUF_SIZE bytes read from the file
+    /// and is used to read records in reverse order
+    internal_buf: Vec<u8>,
+    /// The current position in the internal buffer. It is decremented as bytes are read
+    /// from the buffer. When a read is requested and the internal position is 0, the buffer
+    /// is populated with the next (= closer to the start of the file) INTERNAL_BUF_SIZE bytes from the file.
+    /// Note: This is the index of the next byte to be read from the internal buffer + 1
+    internal_pos: usize,
+    /// A flag indicating whether the record separator at the cursor position has been consumed.
+    /// Useful to avoid consuming the separator once when reading until an escape character, and
+    /// a second time when reading a new record and validating it ends in a separator.
+    consumed_record_sep: bool,
+}
+
+// This value is based on the reverse_read_file_with_various_buffer_sizes benchmark.
+// Greater values yield little to no performance improvement.
+const DEFAULT_INTERNAL_BUF_SIZE: usize = 32768;
+impl<'a> ReverseLogReader<'a> {
+    pub fn new(file: &mut fs::File) -> Result<ReverseLogReader, io::Error> {
+        file.seek(SeekFrom::End(0))?;
+        Ok(ReverseLogReader {
+            file,
+            internal_buf: vec![0; DEFAULT_INTERNAL_BUF_SIZE],
+            internal_pos: 0,
+            consumed_record_sep: false,
+        })
+    }
+
+    pub fn new_with_size(
+        file: &mut fs::File,
+        internal_buf_size: usize,
+    ) -> Result<ReverseLogReader, io::Error> {
+        file.seek(SeekFrom::End(0))?;
+        Ok(ReverseLogReader {
+            file,
+            internal_buf: vec![0; internal_buf_size],
+            internal_pos: 0,
+            consumed_record_sep: false,
+        })
+    }
+
+    pub fn read_record(&mut self) -> Result<Option<Record>, io::Error> {
+        if self.file.stream_position()? == 0 && self.internal_pos == 0 {
+            return Ok(None);
+        }
+
+        if !self.consumed_record_sep {
+            // Check that record ends with a record separator
+            match self.read_special_sequence()? {
+                SpecialSequence::RecordSeparator => {}
+                _ => {
+                    return Err(io::Error::new(
+                        io::ErrorKind::InvalidData,
+                        "Record does not end in record separator",
+                    ));
+                }
+            }
+        }
+        self.consumed_record_sep = false;
+
+        let mut result_buf: Vec<u8> = vec![];
+        let mut read_buf = Vec::with_capacity(self.internal_buf.len());
+        loop {
+            read_buf.clear();
+            let read = self.read_until(ESCAPE_CHARACTER, &mut read_buf)?;
+
+            result_buf.extend(&read_buf[..read]);
+
+            if self.file.stream_position()? == 0 && self.internal_pos == 0 {
+                // We read until the start of the file, we are done
+                break;
+            }
+
+            match self.read_special_sequence()? {
+                SpecialSequence::LiteralEscape => {
+                    result_buf.push(ESCAPE_CHARACTER);
+                }
+                SpecialSequence::LiteralFieldSeparator => {
+                    result_buf.push(FIELD_SEPARATOR);
+                }
+                SpecialSequence::RecordSeparator => {
+                    self.consumed_record_sep = true;
+                    break;
+                }
+            }
+        }
+
+        result_buf.reverse();
+        Ok(Some(Record::deserialize(&result_buf)))
+    }
+
+    /// Read exactly `buf.len()` bytes from the file, return an error if the file is exhausted.
+    /// The bytes are returned in start -> end order.
+    /// If an error is returned, the contents of `buf` are in an undefined state.
+    fn read_exact(&mut self, buf: &mut [u8]) -> Result<usize, io::Error> {
+        let mut read = 0;
+        while read < buf.len() {
+            if self.internal_pos == 0 {
+                let populated_n = self.populate_internal_buf()?;
+                if populated_n == 0 {
+                    return Err(io::Error::new(
+                        io::ErrorKind::UnexpectedEof,
+                        "Unexpected end of file",
+                    ));
+                }
+            }
+
+            let end = buf.len() - read;
+            let n = std::cmp::min(self.internal_pos, end);
+            buf[end - n..end]
+                .copy_from_slice(&self.internal_buf[self.internal_pos - n..self.internal_pos]);
+            read += n;
+            self.internal_pos -= n;
+        }
+
+        Ok(read)
+    }
+
+    fn populate_internal_buf(&mut self) -> Result<usize, io::Error> {
+        let current_seek_pos = self.file.stream_position()? as usize;
+
+        // Seek back by the size of the internal buffer or to the beginning of the file
+        let seek_length = if current_seek_pos > self.internal_buf.len() {
+            self.internal_pos = self.internal_buf.len();
+            self.internal_buf.len()
+        } else {
+            self.internal_buf = vec![0; current_seek_pos as usize];
+            self.internal_pos = current_seek_pos as usize;
+            current_seek_pos
+        };
+
+        self.file.seek_relative(-(seek_length as i64))?;
+        self.file.read_exact(&mut self.internal_buf)?;
+        self.file.seek_relative(-(seek_length as i64))?;
+
+        Ok(seek_length as usize)
+    }
+
+    /// Iterate over the internal buffer with internal_pos as the index.
+    /// If the byte is found or the file has been exhausted, we return the number of bytes read.
+    /// The `buf` parameter is used to store the bytes read from the internal buffer, excluding the found byte,
+    /// in reverse order.
+    fn read_until(&mut self, byte: u8, buf: &mut Vec<u8>) -> Result<usize, io::Error> {
+        // TODO: optimize this
+        let mut read = 0;
+        loop {
+            // If we reach internal_pos == 0, we need to populate the internal buffer.
+            if self.internal_pos == 0 {
+                let populated_n = self.populate_internal_buf()?;
+                if populated_n == 0 {
+                    return Ok(read);
+                }
+            }
+
+            while self.internal_pos > 0 {
+                let index = self.internal_pos - 1;
+                if self.internal_buf[index] == byte {
+                    return Ok(read);
+                }
+                buf.push(self.internal_buf[index]);
+                read += 1;
+                self.internal_pos -= 1;
+            }
+        }
+    }
+
+    fn read_special_sequence(&mut self) -> Result<SpecialSequence, io::Error> {
+        let mut special_buf: Vec<u8> = vec![0; SEQ_RECORD_SEP.len()];
+        self.read_exact(&mut special_buf)?;
+
+        match validate_special(&special_buf.as_slice()) {
+            Some(special) => Ok(special),
+            None => {
+                let pos = self.file.stream_position().unwrap() + self.internal_pos as u64;
+
+                Err(io::Error::new(
+                    io::ErrorKind::InvalidData,
+                    format!(
+                        "Not a special sequence: {:?} at pos: {:x}",
+                        special_buf, pos,
+                    ),
+                ))
+            }
+        }
+    }
+}
+
+#[cfg(test)]
+mod reverse_reader_tests {
+    use super::*;
+    use std::io::Write;
+    use std::path::Path;
+
+    #[test]
+    fn test_read_until_found() {
+        let mut file = tempfile::tempfile().unwrap();
+        file.write_all(b"hello,world").unwrap();
+        let mut reader = ReverseLogReader::new(&mut file).unwrap();
+        let mut buf = vec![];
+        assert_eq!(reader.read_until(b',', &mut buf).unwrap(), 5);
+        assert_eq!(buf, b"dlrow");
+    }
+
+    #[test]
+    fn test_read_until_not_found() {
+        let mut file = tempfile::tempfile().unwrap();
+        file.write_all(b"hello,world").unwrap();
+        let mut reader = ReverseLogReader::new(&mut file).unwrap();
+        let mut buf = vec![];
+        let read = reader.read_until(b'!', &mut buf).unwrap();
+        assert_eq!(buf, b"dlrow,olleh");
+        assert_eq!(read, 11);
+    }
+
+    #[test]
+    fn test_read_special_sequence() {
+        let mut file = tempfile::tempfile().unwrap();
+        let mut buf = vec![];
+        buf.extend(SEQ_RECORD_SEP);
+        buf.extend(SEQ_LIT_ESCAPE);
+        buf.extend(SEQ_LIT_FIELD_SEP);
+        // Note: written in start -> end order, read end -> start
+        file.write_all(&buf).unwrap();
+
+        let mut reader = ReverseLogReader::new(&mut file).unwrap();
+        assert_eq!(
+            reader.read_special_sequence().unwrap(),
+            SpecialSequence::LiteralFieldSeparator
+        );
+        assert_eq!(
+            reader.read_special_sequence().unwrap(),
+            SpecialSequence::LiteralEscape
+        );
+        assert_eq!(
+            reader.read_special_sequence().unwrap(),
+            SpecialSequence::RecordSeparator
+        );
+    }
+
+    #[test]
+    fn test_populate_internal_buf() {
+        let mut file = tempfile::tempfile().unwrap();
+        file.write_all(b"hello,world").unwrap();
+        let mut reader = ReverseLogReader::new_with_size(&mut file, 3).unwrap();
+
+        reader.populate_internal_buf().unwrap();
+        assert_eq!(
+            String::from_utf8(reader.internal_buf.clone()).unwrap(),
+            "rld".to_string()
+        );
+
+        reader.populate_internal_buf().unwrap();
+        assert_eq!(
+            String::from_utf8(reader.internal_buf.clone()).unwrap(),
+            ",wo".to_string()
+        );
+
+        reader.populate_internal_buf().unwrap();
+        assert_eq!(
+            String::from_utf8(reader.internal_buf.clone()).unwrap(),
+            "llo".to_string()
+        );
+
+        reader.populate_internal_buf().unwrap();
+        assert_eq!(
+            String::from_utf8(reader.internal_buf.clone()).unwrap(),
+            "he".to_string()
+        );
+    }
+
+    #[test]
+    fn test_reverse_log_reader_fixture_db1() {
+        let db_path = Path::new(TEST_RESOURCES_DIR).join("test_db1");
+        let mut file = fs::OpenOptions::new()
+            .read(true)
+            .open(&db_path)
+            .expect("Failed to open file");
+        let mut reverse_log_reader = ReverseLogReader::new(&mut file).unwrap();
+
+        // There are two records in the log with "schema": Int, Null
+
+        let last_record = reverse_log_reader
+            .next()
+            .expect("Failed to read the last record");
+        assert!(match last_record.values.as_slice() {
+            [RecordValue::Int(10), RecordValue::Null] => true,
+            _ => false,
+        });
+
+        let first_record = reverse_log_reader
+            .next()
+            .expect("Failed to read the first record");
+        assert!(match first_record.values.as_slice() {
+            // Note: the int value is equal to the escape byte
+            [RecordValue::Int(0x1D), RecordValue::Null] => true,
+            _ => false,
+        });
+
+        assert!(reverse_log_reader.next().is_none());
+    }
+
+    #[test]
+    fn test_read_exact() {
+        let mut file = tempfile::tempfile().unwrap();
+        file.write_all(b"hello,world").unwrap();
+        let mut reader = ReverseLogReader::new(&mut file).unwrap();
+        let mut buf = vec![0; 3];
+
+        let read = reader.read_exact(&mut buf).unwrap();
+        assert_eq!(buf, b"rld");
+        assert_eq!(read, 3);
+
+        let read = reader.read_exact(&mut buf).unwrap();
+        assert_eq!(buf, b",wo");
+        assert_eq!(read, 3);
+
+        let read = reader.read_exact(&mut buf).unwrap();
+        assert_eq!(buf, b"llo");
+        assert_eq!(read, 3);
+
+        assert!(reader.read_exact(&mut buf).unwrap_err().kind() == io::ErrorKind::UnexpectedEof);
+    }
+
+    #[test]
+    fn test_read_exact_insufficient_bytes() {
+        let mut file = tempfile::tempfile().unwrap();
+        file.write_all(b"hello").unwrap();
+        let mut reader = ReverseLogReader::new(&mut file).unwrap();
+        let mut buf = vec![0; 10];
+        assert!(reader.read_exact(&mut buf).unwrap_err().kind() == io::ErrorKind::UnexpectedEof);
+    }
+}
+
+impl Iterator for ReverseLogReader<'_> {
+    type Item = Record;
+
+    fn next(&mut self) -> Option<Self::Item> {
+        match self.read_record() {
+            Ok(Some(record)) => Some(record),
+            Ok(None) => None,
+            Err(err) => {
+                panic!("Error reading record: {:?}", err,)
+            }
+        }
+    }
+}
diff --git a/log_db/src/secondary_memtable.rs b/log_db/src/secondary_memtable.rs
new file mode 100644
index 0000000..fcf4a7f
--- /dev/null
+++ b/log_db/src/secondary_memtable.rs
@@ -0,0 +1,178 @@
+use super::common::*;
+use priority_queue::PriorityQueue;
+use std::collections::BTreeMap;
+use std::collections::HashSet;
+use std::fmt::Debug;
+use std::hash::{Hash, Hasher};
+
+struct UniqueRecord {
+    /// The value of the record's primary key field
+    primary_value: IndexableValue,
+    /// The record itself.
+    record: Record,
+}
+
+impl PartialEq for UniqueRecord {
+    fn eq(&self, other: &UniqueRecord) -> bool {
+        self.primary_value == other.primary_value
+    }
+}
+
+impl Eq for UniqueRecord {}
+
+impl Hash for UniqueRecord {
+    fn hash<H>(&self, state: &mut H)
+    where
+        H: Hasher,
+    {
+        self.primary_value.hash(state)
+    }
+}
+
+pub struct SecondaryMemtable<Field: Eq + Clone + Debug> {
+    pub field: Field,
+    pub primary_field_index: usize,
+    capacity: usize,
+    /// Running counter of memtable operations, used as priority
+    /// in evict_queue.
+    n_operations: u64,
+    records: BTreeMap<IndexableValue, HashSet<UniqueRecord>>,
+    /// A max heap priority queue of keys. Note: n_operations must
+    /// be negated upon append to evict oldest values first.
+    evict_queue: PriorityQueue<IndexableValue, i64>,
+    evict_policy: MemtableEvictPolicy,
+}
+
+impl<Field: Eq + Clone + Debug> SecondaryMemtable<Field> {
+    pub fn new(
+        field: &Field,
+        primary_field_index: usize,
+        capacity: usize,
+        evict_policy: MemtableEvictPolicy,
+    ) -> SecondaryMemtable<Field> {
+        SecondaryMemtable {
+            field: field.clone(),
+            primary_field_index,
+            capacity,
+            n_operations: 0,
+            records: BTreeMap::new(),
+            evict_queue: PriorityQueue::new(),
+            evict_policy,
+        }
+    }
+
+    pub fn set(&mut self, key: &IndexableValue, value: &Record) {
+        if self.capacity == 0 {
+            return;
+        }
+
+        debug!(
+            "Inserting/updating record in secondary memtable with key {:?} = {:?}",
+            &key, &value,
+        );
+
+        if self.records.len() >= self.capacity {
+            let (evict_key, _prio) = self.evict_queue.pop().expect("Evict queue was empty");
+            self.records.remove(&evict_key);
+        }
+
+        let unique_record = UniqueRecord {
+            primary_value: value.values[self.primary_field_index]
+                .as_indexable()
+                .expect("Value at primary field index was not indexable"),
+            record: value.clone(),
+        };
+
+        match self.records.get_mut(key) {
+            Some(existing) => {
+                debug!(
+                    "Existing entry found with {} records in the set",
+                    &existing.len()
+                );
+                existing.insert(unique_record);
+            }
+            None => {
+                debug!("No existing entry found, creating one.");
+                let mut set = HashSet::with_capacity(1);
+                set.insert(unique_record);
+                self.records.insert(key.clone(), set);
+            }
+        }
+
+        if self.evict_policy == MemtableEvictPolicy::LeastWritten
+            || self.evict_policy == MemtableEvictPolicy::LeastReadOrWritten
+        {
+            self.set_priority(&key);
+        }
+    }
+
+    pub fn set_all(&mut self, key: &IndexableValue, values: &[Record]) {
+        if self.capacity == 0 {
+            return;
+        }
+
+        debug!(
+            "Replacing set of records in secondary memtable with key {:?} ({} values)",
+            &key,
+            &values.len(),
+        );
+
+        if self.records.len() >= self.capacity {
+            let (evict_key, _prio) = self.evict_queue.pop().expect("Evict queue was empty");
+            self.records.remove(&evict_key);
+        }
+
+        let mut set = HashSet::with_capacity(values.len());
+        values.iter().for_each(|value| {
+            let unique_record = UniqueRecord {
+                primary_value: value.values[self.primary_field_index]
+                    .as_indexable()
+                    .expect("Value at primary field index was not indexable"),
+                record: value.clone(),
+            };
+            set.insert(unique_record);
+        });
+
+        self.records.insert(key.clone(), set);
+
+        if self.evict_policy == MemtableEvictPolicy::LeastWritten
+            || self.evict_policy == MemtableEvictPolicy::LeastReadOrWritten
+        {
+            self.set_priority(&key);
+        }
+    }
+
+    pub fn find_all(&mut self, key: &IndexableValue) -> Vec<&Record> {
+        if self.evict_policy == MemtableEvictPolicy::LeastRead
+            || self.evict_policy == MemtableEvictPolicy::LeastReadOrWritten
+        {
+            self.set_priority(&key);
+        }
+
+        match self.records.get(key) {
+            None => vec![],
+            Some(set) => set
+                .iter()
+                .map(|unique_record| &unique_record.record)
+                .collect(),
+        }
+    }
+
+    fn set_priority(&mut self, key: &IndexableValue) {
+        let priority = self.get_and_increment_current_priority();
+        match self.evict_queue.get(key) {
+            Some(_) => {
+                self.evict_queue.change_priority(key, priority);
+            }
+            None => {
+                self.evict_queue.push(key.clone(), priority);
+            }
+        }
+    }
+
+    fn get_and_increment_current_priority(&mut self) -> i64 {
+        let ret = -(self.n_operations as i64);
+        self.n_operations += 1;
+        ret
+    }
+}
diff --git a/log_db/tests/integration.rs b/log_db/tests/integration.rs
new file mode 100644
index 0000000..a2453b2
--- /dev/null
+++ b/log_db/tests/integration.rs
@@ -0,0 +1,551 @@
+extern crate ctor;
+extern crate tempfile;
+
+use ctor::ctor;
+use env_logger;
+use log_db::*;
+use std::fs::{self, OpenOptions};
+use std::path::Path;
+use std::thread;
+use std::time::Duration;
+use tempfile::tempdir;
+
+#[ctor]
+fn init_logger() {
+    let _ = env_logger::builder().is_test(true).try_init();
+}
+
+fn tmp_dir() -> String {
+    let dir = tempdir()
+        .expect("Failed to create temporary directory")
+        .path()
+        .to_str()
+        .expect("Failed to convert temporary directory path to string")
+        .to_string();
+    fs::create_dir_all(&dir).expect("Failed to create temporary directory");
+    dir
+}
+
+#[derive(Eq, PartialEq, Clone, Debug)]
+enum Field {
+    Id,
+    Name,
+    Data,
+}
+
+#[test]
+fn test_initialize() {
+    let data_dir = tmp_dir();
+    let _db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+}
+
+#[test]
+fn test_upsert_and_get_with_primary_memtable() {
+    let data_dir = tmp_dir();
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    let record = Record {
+        values: vec![
+            RecordValue::Int(1),
+            RecordValue::String("Alice".to_string()),
+            RecordValue::Bytes(vec![0, 1, 2]),
+        ],
+    };
+    db.upsert(&record).unwrap();
+
+    let result = db.get(&RecordValue::Int(1)).unwrap().unwrap();
+
+    // Check that the IDs match
+    assert!(match (&result.values[0], &record.values[0]) {
+        (RecordValue::Int(a), RecordValue::Int(b)) => a == b,
+        _ => false,
+    });
+}
+
+#[test]
+fn test_upsert_and_get_without_memtable() {
+    let data_dir = tmp_dir();
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .memtable_capacity(0)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string().nullable()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    // Insert some records
+    let record0 = Record {
+        values: vec![
+            RecordValue::Int(0),
+            RecordValue::Null,
+            RecordValue::Bytes(vec![3, 4, 5]),
+        ],
+    };
+    db.upsert(&record0).unwrap();
+
+    let record1 = Record {
+        values: vec![
+            RecordValue::Int(1),
+            RecordValue::String("Alice".to_string()),
+            RecordValue::Bytes(vec![0, 1, 2]),
+        ],
+    };
+    db.upsert(&record1).unwrap();
+
+    let record2 = Record {
+        values: vec![
+            RecordValue::Int(1),
+            RecordValue::String("Bob".to_string()),
+            RecordValue::Bytes(vec![0, 1, 2]),
+        ],
+    };
+    db.upsert(&record2).unwrap();
+
+    let record3 = Record {
+        values: vec![
+            RecordValue::Int(2),
+            RecordValue::String("George".to_string()),
+            RecordValue::Bytes(vec![]),
+        ],
+    };
+    db.upsert(&record3).unwrap();
+
+    // Get with ID = 0
+    let result = db.get(&RecordValue::Int(0)).unwrap().unwrap();
+
+    // Should match record0
+    assert!(match (&result.values[0], &record0.values[0]) {
+        (RecordValue::Int(a), RecordValue::Int(b)) => a == b,
+        _ => false,
+    });
+    assert!(match (&result.values[1], &record0.values[1]) {
+        (RecordValue::Null, RecordValue::Null) => true,
+        _ => false,
+    });
+
+    // Get with ID = 1
+    let result = db.get(&RecordValue::Int(1)).unwrap().unwrap();
+
+    // Should match record2
+    assert!(match (&result.values[0], &record2.values[0]) {
+        (RecordValue::Int(a), RecordValue::Int(b)) => a == b,
+        _ => false,
+    });
+    assert!(match (&result.values[1], &record2.values[1]) {
+        (RecordValue::String(a), RecordValue::String(b)) => a == b,
+        _ => false,
+    });
+}
+
+#[test]
+fn test_upsert_fails_on_null_in_non_nullable_field() {
+    let data_dir = tmp_dir();
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![(Field::Id, RecordField::int())])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    let record = Record {
+        // Null value
+        values: vec![RecordValue::Null],
+    };
+    assert!(db.upsert(&record).is_err());
+}
+
+#[test]
+fn test_upsert_fails_on_invalid_number_of_values() {
+    let data_dir = tmp_dir();
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    let record = Record {
+        // Missing primary key
+        values: vec![
+            RecordValue::String("Alice".to_string()),
+            RecordValue::Bytes(vec![0, 1, 2]),
+        ],
+    };
+    assert!(db.upsert(&record).is_err());
+}
+
+#[test]
+fn test_upsert_fails_on_invalid_value_type() {
+    let data_dir = tmp_dir();
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    let record = Record {
+        values: vec![
+            RecordValue::String("foo".to_string()),
+            RecordValue::String("bar".to_string()),
+            RecordValue::String("baz".to_string()),
+        ],
+    };
+    assert!(db.upsert(&record).is_err());
+}
+
+#[test]
+fn test_upsert_and_get_from_secondary_memtable() {
+    let data_dir = tmp_dir();
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .secondary_keys(vec![Field::Name])
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    // Insert some records
+    let record0 = Record {
+        values: vec![
+            RecordValue::Int(0),
+            RecordValue::String("John".to_string()),
+            RecordValue::Bytes(vec![3, 4, 5]),
+        ],
+    };
+    db.upsert(&record0).unwrap();
+
+    let record1 = Record {
+        values: vec![
+            RecordValue::Int(1),
+            RecordValue::String("John".to_string()),
+            RecordValue::Bytes(vec![1, 2, 3]),
+        ],
+    };
+    db.upsert(&record1).unwrap();
+
+    let record2 = Record {
+        values: vec![
+            RecordValue::Int(2),
+            RecordValue::String("George".to_string()),
+            RecordValue::Bytes(vec![1, 2, 3]),
+        ],
+    };
+    db.upsert(&record2).unwrap();
+
+    // Delete the DB so that any results must come from a memtable
+    fs::remove_file(Path::new(&data_dir).join("db")).expect("Failed to delete the DB log file");
+
+    // There should be 2 Johns
+    let johns = db
+        .find_all(&Field::Name, &RecordValue::String("John".to_string()))
+        .expect("Failed to find all Johns");
+
+    assert_eq!(johns.len(), 2);
+}
+
+#[test]
+fn test_initialize_and_read_from_primary_memtable_fixture_db2() {
+    let data_dir = tmp_dir();
+    // Copy the fixture DB to the test data directory
+    fs::create_dir_all(&data_dir).expect("Failed to create the test data directory");
+    fs::copy(
+        &Path::new(TEST_RESOURCES_DIR).join("test_db2"),
+        &Path::new(&data_dir).join("db"),
+    )
+    .expect("Failed to copy the fixture DB");
+
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    // Delete the DB so that any results must come from a memtable
+    fs::remove_file(Path::new(&data_dir).join("db")).expect("Failed to delete the DB log file");
+
+    let result = db.get(&RecordValue::Int(1)).unwrap().unwrap();
+
+    // Check that the IDs match
+    let expected = RecordValue::Int(1);
+    assert!(match (&result.values[0], &expected) {
+        (RecordValue::Int(a), RecordValue::Int(b)) => a == b,
+        _ => false,
+    });
+}
+
+#[test]
+fn test_initialize_without_memtables_fixture_db3() {
+    let data_dir = tmp_dir();
+    // Copy the fixture DB to the test data directory
+    fs::create_dir_all(&data_dir).expect("Failed to create the test data directory");
+    fs::copy(
+        &Path::new(TEST_RESOURCES_DIR).join("test_db3"),
+        &Path::new(&data_dir).join("db"),
+    )
+    .expect("Failed to copy the fixture DB");
+
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Name, RecordField::string()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .memtable_capacity(0)
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    let result = db.get(&RecordValue::Int(1)).unwrap().unwrap();
+
+    // Check that the IDs match
+    let expected = RecordValue::Int(1);
+    assert!(match (&result.values[0], &expected) {
+        (RecordValue::Int(a), RecordValue::Int(b)) => a == b,
+        _ => false,
+    });
+}
+
+#[test]
+fn test_multiple_writing_threads() {
+    let data_dir = tmp_dir();
+    let mut threads = vec![];
+    let threads_n = 100;
+
+    for i in 0..threads_n {
+        let data_dir = data_dir.clone();
+        threads.push(thread::spawn(move || {
+            let mut db = DB::configure()
+                .data_dir(&data_dir)
+                .fields(&vec![(Field::Id, RecordField::int())])
+                .primary_key(Field::Id)
+                .initialize()
+                .expect("Failed to initialize DB instance");
+
+            let record = Record {
+                values: vec![RecordValue::Int(i)],
+            };
+            db.upsert(&record).expect("Failed to upsert record");
+        }));
+    }
+
+    for thread in threads {
+        thread.join().expect("Failed to join thread");
+    }
+
+    // Read the records
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .fields(&vec![(Field::Id, RecordField::int())])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    for i in 0..threads_n {
+        let result = db
+            .get(&RecordValue::Int(i))
+            .expect("Failed to get record")
+            .expect("Record not found");
+        let expected = RecordValue::Int(i);
+        assert!(match (&result.values[0], &expected) {
+            (RecordValue::Int(a), RecordValue::Int(b)) => a == b,
+            _ => false,
+        });
+    }
+}
+
+#[test]
+fn test_one_writer_and_multiple_reading_threads() {
+    let data_dir = tmp_dir();
+    let mut threads = vec![];
+    let threads_n = 100;
+
+    // Add readers that poll for the records
+    for i in 0..threads_n {
+        let data_dir = data_dir.clone();
+        threads.push(thread::spawn(move || {
+            let mut db = DB::configure()
+                .data_dir(&data_dir)
+                .fields(&vec![(Field::Id, RecordField::int())])
+                .primary_key(Field::Id)
+                .initialize()
+                .expect("Failed to initialize DB instance");
+
+            let mut timeout = 5;
+            loop {
+                let result = db.get(&RecordValue::Int(i)).expect("Failed to get record");
+                match result {
+                    None => {
+                        thread::sleep(Duration::from_millis(timeout));
+                        timeout = std::cmp::min(timeout * 2, 100);
+                        continue;
+                    }
+                    Some(result) => {
+                        let expected = RecordValue::Int(i);
+                        assert!(match (&result.values[0], &expected) {
+                            (RecordValue::Int(a), RecordValue::Int(b)) => a == b,
+                            _ => false,
+                        });
+                        break;
+                    }
+                };
+            }
+        }));
+    }
+
+    // Add a writer that inserts the records
+    threads.push(thread::spawn(move || {
+        let mut db = DB::configure()
+            .data_dir(&data_dir)
+            .fields(&vec![(Field::Id, RecordField::int())])
+            .primary_key(Field::Id)
+            .initialize()
+            .expect("Failed to initialize DB instance");
+
+        for i in 0..threads_n {
+            let record = Record {
+                values: vec![RecordValue::Int(i)],
+            };
+            db.upsert(&record).expect("Failed to upsert record");
+        }
+    }));
+
+    for thread in threads {
+        thread.join().expect("Failed to join thread");
+    }
+}
+
+#[test]
+fn test_literal_escape_is_escaped() {
+    let data_dir = tmp_dir();
+
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .memtable_capacity(0) // disable memtables
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    let record = Record {
+        values: vec![
+            RecordValue::Int(1),
+            RecordValue::Bytes(vec![0x1A, 0x1B, 0x1C, 0x1D]),
+        ],
+    };
+
+    db.upsert(&record).expect("Failed to upsert record");
+
+    let found = db
+        .get(&RecordValue::Int(1))
+        .expect("Failed to get record")
+        .expect("Record not found");
+
+    let received = match &found.values[1] {
+        RecordValue::Bytes(bytes) => bytes,
+        _ => panic!("Unexpected record value type"),
+    };
+
+    assert_eq!(received, &vec![0x1A, 0x1B, 0x1C, 0x1D]);
+}
+
+#[test]
+fn test_log_is_rotated_when_capacity_reached() {
+    let data_dir = tmp_dir();
+
+    let record = Record {
+        values: vec![RecordValue::Int(1), RecordValue::Bytes(vec![1, 2, 3, 4])],
+    };
+    let record_len = &record.serialize().len() + SEQ_RECORD_SEP.len();
+
+    let mut db = DB::configure()
+        .data_dir(&data_dir)
+        .memtable_capacity(0) // disable memtables
+        .segment_size(10 * record_len) // small log segment size
+        .fields(&vec![
+            (Field::Id, RecordField::int()),
+            (Field::Data, RecordField::bytes()),
+        ])
+        .primary_key(Field::Id)
+        .initialize()
+        .expect("Failed to initialize DB instance");
+
+    // Insert more records than fits the capacity
+    for _ in 0..25 {
+        db.upsert(&record).expect("Failed to upsert record");
+
+        db.do_maintenance_tasks()
+            .expect("Failed to do maintenance tasks");
+    }
+
+    // Check that the rotated segments exist
+    assert!(Path::new(&data_dir)
+        .join(ACTIVE_LOG_FILENAME)
+        .with_extension("1")
+        .exists());
+
+    assert!(Path::new(&data_dir)
+        .join(ACTIVE_LOG_FILENAME)
+        .with_extension("2")
+        .exists());
+
+    assert!(!Path::new(&data_dir)
+        .join(ACTIVE_LOG_FILENAME)
+        .with_extension("3")
+        .exists());
+
+    // Check that the active file only contains two rows
+    let mut file = OpenOptions::new()
+        .read(true)
+        .open(Path::new(&data_dir).join(ACTIVE_LOG_FILENAME))
+        .expect("File could not be opened");
+    let records_in_active_log = ForwardLogReader::new(&mut file).count();
+    assert_eq!(records_in_active_log, 5);
+
+    // Look for nonexistant record to scan all segment files
+    let found = db.get(&RecordValue::Int(2)).expect("Failed to get record");
+    assert!(found.is_none());
+}
diff --git a/log_db/tests/resources/test_db1 b/log_db/tests/resources/test_db1
new file mode 100644
index 0000000..1f19a86
--- /dev/null
+++ b/log_db/tests/resources/test_db1
diff --git a/log_db/tests/resources/test_db2 b/log_db/tests/resources/test_db2
new file mode 100644
index 0000000..156659f
--- /dev/null
+++ b/log_db/tests/resources/test_db2
diff --git a/log_db/tests/resources/test_db3 b/log_db/tests/resources/test_db3
new file mode 100644
index 0000000..156659f
--- /dev/null
+++ b/log_db/tests/resources/test_db3