Bf-Tree

Bf-Tree is a modern read-write-optimized concurrent larger-than-memory range index in Rust from MSR.

Design Details

You can find the Bf-Tree research paper here. You can find more design docs here.

User Guide

Rust

Bf-Tree is written in Rust, and is available as a Rust crate. You can add Bf-Tree to your Cargo.toml like this:

[dependencies]
bf-tree = "0.1.0"

An example use of Bf-Tree:

use bf_tree::BfTree;
use bf_tree::LeafReadResult;

let mut config = bf_tree::Config::default();
config.cb_min_record_size(4);
let tree = BfTree::with_config(config, None).unwrap();
tree.insert(b"key", b"value");

let mut buffer = [0u8; 1024];
let read_size = tree.read(b"key", &mut buffer);

assert_eq!(read_size, LeafReadResult::Found(5));
assert_eq!(&buffer[..5], b"value");

PRs are accepted and preferred over feature requests. Feel free to reach out if you have any design questions.

Developer Guide

Building

Prerequisite

Bf-Tree supports Linux, Windows, and macOS, although only a recently version of Linux is rigorously tested. Bf-Tree is written in Rust, which you can install here.

Please install pre-commit hooks to ensure that your code is formatted and linted in the same way as the rest of the project; the coding style will be enforced in CI, these hooks act as a pre-filter.

# If on Ubuntu
sudo apt update && sudo apt install pre-commit
pre-commit install

Build

cargo build --release

Testing

Unit Tests

cargo test

Shuttle Tests

Concurrent systems are nondeterministic, and subject to exponential amount of different thread interleaving. We use shuttle to deterministically and systematically explore different thread interleaving to uncover the bugs caused by subtle multithread interactions.

cargo test --features "shuttle" --release shuttle_bf_tree_concurrent_operations

(Takes about 5 minute to run)

Fuzz Tests

Fuzz testing is a bug finding technique that generates random inputs to the system and test for crash. Bf-Tree employs fuzzing to generate random operation sequences (e.g., insert, read, scan) to the system and check that none of the operation sequence will crash the system or lead to inconsistent state. Check the fuzz folder for more details.

Benchmarking

Check the benchmark folder for more details.

cd benchmark
env SHUMAI_FILTER="inmemory" MIMALLOC_LARGE_OS_PAGES=1 cargo run --bin bftree --release

More advanced benchmarking, with metrics collecting, numa-node binding, huge page, etc:

env MIMALLOC_SHOW_STATS=1 MIMALLOC_LARGE_OS_PAGES=1 MIMALLOC_RESERVE_HUGE_OS_PAGES_AT=0 numactl --membind=0 --cpunodebind=0 cargo bench --features "metrics-rt" micro

Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Contributing

Please see CONTRIBUTING.md.

Security

See SECURITY.md for security reporting details.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft’s Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party’s policies.

Contact

• bftree@microsoft.com