Expand description
§FluxMap
A high-performance, thread-safe, transactional, and durable in-memory key-value store for modern async Rust.
FluxMap provides a pure Rust, in-memory database solution that combines the speed of a skiplist data structure with the safety of Multi-Version Concurrency Control (MVCC). It offers ACID-compliant transactions with Serializable Snapshot Isolation (SSI), the highest level of isolation, preventing subtle concurrency bugs like write skew.
It is designed for ease of use, high performance, and seamless integration into tokio-based applications.
§Features
- ACID Transactions: Guarantees atomicity, consistency, isolation, and durability.
- Serializable Snapshot Isolation (SSI): The strongest MVCC isolation level, protecting against phantom reads, write skew, and other subtle anomalies.
- Concurrent & Thread-Safe: Built for modern
asyncRust. TheDatabasecan be safely shared across threads usingArc. - Optional Durability:
- In-Memory: For maximum performance when data persistence is not required.
- Durable (WAL): Use a Write-Ahead Log for durability. Choose between:
Relaxed: (Group Commit) Commits are buffered and flushed periodically for high throughput.Full: (fsync-per-transaction) Commits are flushed to disk before acknowledging, ensuring maximum safety.
- High Performance: A lock-free skiplist implementation provides excellent performance for reads and low-contention writes.
- Ergonomic API: A clean and simple API for
get,insert, andremoveoperations. Supports both simple autocommit operations and explicit, multi-statement transactions. - Range & Prefix Scans: Efficiently query ranges of keys or keys with a specific prefix, with both
VecandStream-based APIs.
§Quick Start
First, add FluxMap to your Cargo.toml:
[dependencies]
fluxmap = "0.1.0" # Replace with the latest version
tokio = { version = "1", features = ["full"] }§Example 1: In-Memory Autocommit
For simple use cases, each operation runs in its own small transaction.
use fluxmap::db::Database;
use std::sync::Arc;
#[tokio::main]
async fn main() {
// Create a new in-memory database.
let db: Arc<Database<String, String>> = Arc::new(Database::new_in_memory());
// Create a handle to interact with the database.
let handle = db.handle();
// Insert a key-value pair. This is an autocommit operation.
handle.insert("hello".to_string(), "world".to_string()).await;
// Retrieve the value.
let value = handle.get(&"hello".to_string()).unwrap();
println!("Value: {}", *value);
assert_eq!(*value, "world");
}§Example 2: Explicit Transactions
For atomic, multi-statement operations, use the transaction helper. It automatically handles beginning, committing, and rolling back the transaction.
use fluxmap::db::Database;
use fluxmap::error::FluxError;
use std::sync::Arc;
#[tokio::main]
async fn main() -> Result<(), FluxError> {
let db: Arc<Database<String, i32>> = Arc::new(Database::new_in_memory());
let mut handle = db.handle();
// Account balances
handle.insert("alice".to_string(), 100).await;
handle.insert("bob".to_string(), 100).await;
// Atomically transfer 20 from Alice to Bob
let result: Result<&str, FluxError> = handle.transaction(|h| Box::pin(async move {
let alice_balance = h.get(&"alice".to_string()).unwrap();
let bob_balance = h.get(&"bob".to_string()).unwrap();
if *alice_balance >= 20 {
h.insert("alice".to_string(), *alice_balance - 20).await;
h.insert("bob".to_string(), *bob_balance + 20).await;
Ok("Transfer successful!")
} else {
Err(FluxError::PersistenceError("Insufficient funds!".to_string())) // Returning an Err will automatically roll back
}
})).await;
match result {
Ok(msg) => println!("{}", msg),
Err(e) => println!("Transfer failed: {}", e),
}
// Verify the final state
let final_alice = handle.get(&"alice".to_string()).unwrap();
let final_bob = handle.get(&"bob".to_string()).unwrap();
println!("Final balances: Alice = {}, Bob = {}", *final_alice, *final_bob);
assert_eq!(*final_alice, 80);
assert_eq!(*final_bob, 120);
Ok(())
}§Example 3: Durable Database with WAL
To persist data to disk, configure a DurabilityLevel.
use fluxmap::db::Database;
use fluxmap::persistence::DurabilityLevel;
use std::sync::Arc;
use tempfile::tempdir; // For a temporary directory in this example
#[tokio::main]
async fn main() {
// Create a temporary directory for the WAL files.
let temp_dir = tempdir().unwrap();
let wal_path = temp_dir.path().to_path_buf();
// Configure the database for full durability.
let config = DurabilityLevel::Full { wal_path: wal_path.clone() };
let db: Arc<Database<String, i32>> = Arc::new(Database::new(config).await.unwrap());
// Insert data
let mut handle = db.handle();
handle.insert("persistent_key".to_string(), 123).await;
drop(handle);
drop(db); // Simulate a shutdown
// --- Restart the application ---
// Create a new database instance pointing to the same directory.
// It will automatically recover the data from the WAL.
let new_config = DurabilityLevel::Full { wal_path };
let recovered_db: Arc<Database<String, i32>> = Arc::new(Database::new(new_config).await.unwrap());
let recovered_handle = recovered_db.handle();
// The data is still there!
let value = recovered_handle.get(&"persistent_key".to_string()).unwrap();
println!("Recovered value: {}", *value);
assert_eq!(*value, 123);
}§Core Concepts
§Database and Handle
Database<K, V>: The central object that owns all data. It’s thread-safe and should be wrapped in anArcto be shared across tasks.Handle<'db, K, V>: A lightweight session handle for interacting with the database. You create handles from theDatabaseinstance. Handles are notSendorSyncand should be created per-task.
§Transactions
FluxMap supports two modes of operation:
- Autocommit (Default): When you call
get,insert, orremovedirectly on aHandle, the operation is wrapped in its own transaction. This is simple and safe but can be less efficient for multiple dependent operations. - Explicit Transactions: For grouping multiple operations into a single atomic unit, you have two options:
handle.transaction(|h| ...): This is the recommended, high-level approach. It provides a closure with a mutable handle and automatically manages the transaction’s lifecycle. If the closure returnsOk, it commits. If it returnsErr, it rolls back.handle.begin(),handle.commit(),handle.rollback(): These low-level methods give you manual control over the transaction boundaries.
§Durability Levels
You can control the trade-off between performance and safety using DurabilityLevel:
DurabilityLevel::InMemory: The default. No data is written to disk.DurabilityLevel::Relaxed { wal_path, flush_interval }: (Group Commit) Commits are written to the OS buffer and a background thread flushes them to disk periodically. This offers good performance and durability against process crashes, but recent commits may be lost in case of an OS crash or power failure.DurabilityLevel::Full { wal_path }: (fsync-per-transaction) Each transaction is fully synced to the disk before thecommitcall returns. This provides the strongest durability guarantee but has a higher performance overhead.
§Under the Hood: MVCC and SSI
FluxMap is built on a Multi-Version Concurrency Control (MVCC) model. Instead of locking data, every modification creates a new version of the value, tagged with the transaction ID. When you read a key, the database finds the correct version that is visible to your transaction’s “snapshot” of the data.
This approach allows for non-blocking reads—readers never have to wait for writers.
To provide true serializability, FluxMap implements Serializable Snapshot Isolation (SSI). It tracks read/write dependencies between concurrent transactions. If it detects a “write skew” or other anomaly that would violate serializability, it will automatically abort one of the conflicting transactions, forcing it to be retried. This ensures that your transactions behave as if they were run one after another, eliminating a whole class of subtle concurrency bugs.
§Contributing
Contributions are welcome! Please feel free to open an issue or submit a pull request.
§License
This project is licensed under the MIT License. The core, concurrent, multi-version skiplist implementation.
This module provides SkipList, a highly concurrent data structure that serves
as the foundation for FluxMap. It uses Multi-Version Concurrency Control (MVCC)
to allow for non-blocking reads and high-performance writes.
§Internals
- Nodes: The skiplist is composed of
Nodes, each representing a key. - Version Chains: Each
Nodepoints to a linked list ofVersionNodes. EachVersionNoderepresents a specific version of the value for that key, created by a specific transaction. - MVCC: When a value is updated, a new
VersionNodeis prepended to the chain. When a value is deleted, the most recentVersionNodeis marked as
Re-exports§
pub use crate::transaction::Snapshot;pub use crate::transaction::Transaction;pub use crate::transaction::TransactionManager;pub use crate::transaction::TxId;pub use crate::transaction::Version;pub use persistence::DurabilityLevel;pub use persistence::PersistenceEngine;
Modules§
- db
- The primary user-facing API for interacting with FluxMap.
- error
- Defines the error types used throughout FluxMap.
- persistence
- Manages data durability through a Write-Ahead Log (WAL) and snapshotting.
- transaction
- Manages transactions, snapshots, and versions for MVCC.
- vacuum
- Implements the garbage collection (vacuum) process for FluxMap.
Structs§
- Skip
List - A concurrent, multi-version, transactional skiplist.