Jussi Saurio 30c488e35d Merge 'Feat: add support for descending indexes' from Jussi Saurio
### Feat:
- Adds support for descending indexes
### Testing:
- Augments existing compound key index seek fuzz test to test for
various combinations of ascending and descending indexed columns. To
illustrate, the test runs 10000 queries like this on 8 different tables
with all different asc/desc permutations of a three-column primary key
index:
```sql
query: SELECT * FROM t WHERE x = 2826  LIMIT 5
query: SELECT * FROM t WHERE x = 671 AND y >= 2447 ORDER BY x ASC, y DESC LIMIT 5
query: SELECT * FROM t WHERE x = 2412 AND y = 589 AND z >= 894 ORDER BY x DESC LIMIT 5
query: SELECT * FROM t WHERE x = 1217 AND y = 1437 AND z <= 265 ORDER BY x ASC, y ASC, z DESC LIMIT 5
query: SELECT * FROM t WHERE x < 138 ORDER BY x DESC LIMIT 5
query: SELECT * FROM t WHERE x = 1312 AND y = 2757 AND z > 39 ORDER BY x DESC, y ASC, z ASC LIMIT 5
query: SELECT * FROM t WHERE x = 1829 AND y >= 1629 ORDER BY x ASC, y ASC LIMIT 5
query: SELECT * FROM t WHERE x = 2047 ORDER BY x DESC LIMIT 5
query: SELECT * FROM t WHERE x = 893 AND y > 432 ORDER BY y DESC LIMIT 5
query: SELECT * FROM t WHERE x = 1865 AND y = 784 AND z <= 785 ORDER BY x DESC, y DESC, z DESC LIMIT 5
query: SELECT * FROM t WHERE x = 213 AND y = 1475 AND z <= 2870 ORDER BY x ASC, y ASC, z ASC LIMIT 5
query: SELECT * FROM t WHERE x >= 1780 ORDER BY x ASC LIMIT 5
query: SELECT * FROM t WHERE x = 1983 AND y = 602 AND z = 485 ORDER BY y ASC, z ASC LIMIT 5
query: SELECT * FROM t WHERE x = 2311 AND y >= 31 ORDER BY y DESC LIMIT 5
query: SELECT * FROM t WHERE x = 81 AND y >= 1037 ORDER BY x ASC, y DESC LIMIT 5
query: SELECT * FROM t WHERE x < 2698 ORDER BY x ASC LIMIT 5
query: SELECT * FROM t WHERE x = 1503 AND y = 554 AND z >= 185 ORDER BY x DESC, y DESC, z DESC LIMIT 5
query: SELECT * FROM t WHERE x = 619 AND y > 1414 ORDER BY x DESC, y ASC LIMIT 5
query: SELECT * FROM t WHERE x >= 865 ORDER BY x DESC LIMIT 5
query: SELECT * FROM t WHERE x = 1596 AND y = 622 AND z = 62 ORDER BY x DESC, z ASC LIMIT 5
query: SELECT * FROM t WHERE x = 1555 AND y = 1257 AND z < 1929 ORDER BY x ASC, y ASC, z ASC LIMIT 5
query: SELECT * FROM t WHERE x > 2598  LIMIT 5
query: SELECT * FROM t WHERE x = 302 AND y = 2476 AND z < 2302 ORDER BY z DESC LIMIT 5
query: SELECT * FROM t WHERE x = 2197 AND y = 2195 AND z > 2089 ORDER BY y ASC, z DESC LIMIT 5
query: SELECT * FROM t WHERE x = 1030 AND y = 1717 AND z < 987  LIMIT 5
query: SELECT * FROM t WHERE x = 2899 AND y >= 382 ORDER BY y DESC LIMIT 5
query: SELECT * FROM t WHERE x = 62 AND y = 2980 AND z < 1109 ORDER BY x DESC, y DESC, z DESC LIMIT 5
query: SELECT * FROM t WHERE x = 550 AND y > 221 ORDER BY y DESC LIMIT 5
query: SELECT * FROM t WHERE x = 376 AND y = 1874 AND z < 206 ORDER BY y DESC, z ASC LIMIT 5
query: SELECT * FROM t WHERE x = 859 AND y = 2157 ORDER BY x DESC LIMIT 5
query: SELECT * FROM t WHERE x = 2166 AND y = 2079 AND z < 301 ORDER BY x DESC, y ASC LIMIT 5
```
the queries are run against both sqlite and limbo.

Reviewed-by: Pere Diaz Bou (@pereman2)
Reviewed-by: Preston Thorpe (@PThorpe92)

Closes #1330
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Limbo

Project Limbo

Limbo is a project to build the modern evolution of SQLite.

PyPI

Chat with developers on Discord


Features and Roadmap

Limbo is a work-in-progress, in-process OLTP database engine library written in Rust that has:

  • Asynchronous I/O support on Linux with io_uring
  • SQLite compatibility [doc] for SQL dialect, file formats, and the C API
  • Language bindings for JavaScript/WebAssembly, Rust, Go, Python, and Java
  • OS support for Linux, macOS, and Windows

In the future, we will be also working on:

  • Integrated vector search for embeddings and vector similarity.
  • BEGIN CONCURRENT for improved write throughput.
  • Improved schema management including better ALTER support and strict column types by default.

Getting Started

💻 Command Line
You can install the latest `limbo` release with:
curl --proto '=https' --tlsv1.2 -LsSf \
  https://github.com/tursodatabase/limbo/releases/latest/download/limbo_cli-installer.sh | sh

Then launch the shell to execute SQL statements:

Limbo
Enter ".help" for usage hints.
Connected to a transient in-memory database.
Use ".open FILENAME" to reopen on a persistent database
limbo> CREATE TABLE users (id INT PRIMARY KEY, username TEXT);
limbo> INSERT INTO users VALUES (1, 'alice');
limbo> INSERT INTO users VALUES (2, 'bob');
limbo> SELECT * FROM users;
1|alice
2|bob

You can also build and run the latest development version with:

cargo run
JavaScript
npm i limbo-wasm

Example usage:

import { Database } from 'limbo-wasm';

const db = new Database('sqlite.db');
const stmt = db.prepare('SELECT * FROM users');
const users = stmt.all();
console.log(users);
🐍 Python
pip install pylimbo

Example usage:

import limbo

con = limbo.connect("sqlite.db")
cur = con.cursor()
res = cur.execute("SELECT * FROM users")
print(res.fetchone())
🐹 Go
  1. Clone the repository
  2. Build the library and set your LD_LIBRARY_PATH to include limbo's target directory
cargo build --package limbo-go
export LD_LIBRARY_PATH=/path/to/limbo/target/debug:$LD_LIBRARY_PATH
  1. Use the driver
go get github.com/tursodatabase/limbo
go install github.com/tursodatabase/limbo

Example usage:

import (
    "database/sql"
    _"github.com/tursodatabase/limbo"
)

conn, _ = sql.Open("sqlite3", "sqlite.db")
defer conn.Close()

stmt, _ := conn.Prepare("select * from users")
defer stmt.Close()

rows, _ = stmt.Query()
for rows.Next() {
    var id int 
    var username string
    _ := rows.Scan(&id, &username)
    fmt.Printf("User: ID: %d, Username: %s\n", id, username)
}
Java

We integrated Limbo into JDBC. For detailed instructions on how to use Limbo with java, please refer to the README.md under bindings/java.

Contributing

We'd love to have you contribute to Limbo! Please check out the contribution guide to get started.

FAQ

How is Limbo different from Turso's libSQL?

Limbo is a project to build the modern evolution of SQLite in Rust, with a strong open contribution focus and features like native async support, vector search, and more. The libSQL project is also an attempt to evolve SQLite in a similar direction, but through a fork rather than a rewrite.

Rewriting SQLite in Rust started as an unassuming experiment, and due to its incredible success, replaces libSQL as our intended direction. At this point, libSQL is production ready, Limbo is not - although it is evolving rapidly. As the project starts to near production readiness, we plan to rename it to just "Turso". More details here.

Publications

  • Pekka Enberg, Sasu Tarkoma, Jon Crowcroft Ashwin Rao (2024). Serverless Runtime / Database Co-Design With Asynchronous I/O. In EdgeSys 24. [PDF]
  • Pekka Enberg, Sasu Tarkoma, and Ashwin Rao (2023). Towards Database and Serverless Runtime Co-Design. In CoNEXT-SW 23. [PDF] [Slides]

License

This project is licensed under the MIT license.

Contribution

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in Limbo by you, shall be licensed as MIT, without any additional terms or conditions.

Contributors

Thanks to all the contributors to Limbo!

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