arrow-datafusion
sea-query
Our great sponsors
arrow-datafusion | sea-query | |
---|---|---|
55 | 23 | |
4,924 | 997 | |
4.2% | 4.3% | |
9.9 | 9.1 | |
about 10 hours ago | 8 days ago | |
Rust | Rust | |
Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
arrow-datafusion
-
Velox: Meta's Unified Execution Engine [pdf]
Python's Substrait seems like the biggest/most-used competitor-ish out there. I'd love some compare & contrast; my sense is that Substrait has a smaller ambition, and more wants to be a language for talking about execution rather than a full on execution engine. https://github.com/substrait-io/substrait
We can also see from the DataFusion discussion that they too see themselves as a bit of a Velox competitor. https://github.com/apache/arrow-datafusion/discussions/6441
-
What I Talk About When I Talk About Query Optimizer (Part 1): IR Design
Agree, substrait is a really cool project! Related: if you like substrait you might want to check out datafusion too. The project is a query execution engine built on top of Apache Arrow (with SQL parser, query planner & optimizer, execution engine, extensible user defined functions, among others) and it implements a substrait provider and consumer: https://github.com/apache/arrow-datafusion/tree/main/datafus...
-
DuckDB performance improvements with the latest release
The draft contains some preliminary benchmark results, comparing it to DuckDB.
- Apache Arrow DataFusion
-
GlareDB: An open source SQL database to query and analyze distributed data
Apache Arrow is a pretty common memory structure these days. Datafusion is an open query engine built in Rust started by Andy Grove.
-
DuckDB 0.8.0
DuckDB is a great piece of software if you are
If you are looking for a query engine implemented in a safe language (Rust) I definitely suggest checking out DataFusion. It is comparable to DuckDB in performance, has all the standard built in SQL functionality, and is extensible in pretty much all areas (query language, data formats, catalogs, user defined functions, etc)
https://arrow.apache.org/datafusion/
Disclaimer I am a maintainer of DataFusion
-
Data Engineering with Rust
https://github.com/jorgecarleitao/arrow2 https://github.com/apache/arrow-datafusion https://github.com/apache/arrow-ballista https://github.com/pola-rs/polars https://github.com/duckdb/duckdb
- Polars: Computing a new column from multiple columns - there must be a better way
-
Bridging Async and Sync Rust Code - A lesson learned while working with Tokio
Problem comes when you want to do this inside an async context since we couldn't block an async task. https://users.rust-lang.org/t/sync-function-invoking-async/43364/6 You might need to do it in another runtime/thread. It is not recommended to do this, but sometimes it is unavoidable while implementing a third-party trait. https://github.com/apache/arrow-datafusion/issues/3777 However, I believe this isn't a problem particular to tokio, or any specific runtime.
- Using Rust to write a Data Pipeline. Thoughts. Musings.
sea-query
-
Hey Rustaceans! Got a question? Ask here (8/2023)!
The main limitation of prepared statement is that you can only insert values, so you cannot dynamically construct the query depending on the parameters. For that, you can use a query builder such as sea-query, which should handle that.
-
Modern DB that works with sqlx?
I would say https://www.sea-ql.org is your best bet. Itโs highly configurable and they also have tools for no bs orm and graphql! Very new, but there is 1.0 release and tonnes of documentation and cook books.
-
What's new in SeaQuery 0.28.0
[#508] Representing a identifier with &'static str. The IdenStatic trait looks like this:
-
What's new in SeaQuery 0.27.0
๐ We are pleased to release SeaQuery 0.27.0! Here are some feature highlights ๐:
-
Using Rust as my Backend
SeaORM or SeaQuery are also very good instead of diesel/sqlx
- Sea-query: A dynamic SQL query builder for MySQL, Postgres and SQLite
- GitHub - SeaQL/sea-query: A dynamic SQL query builder for MySQL, Postgres and SQLite
-
Celebrating 3,000+ GitHub Stars ๐
SeaQL.org was founded back in 2020. We devoted ourselves into developing open source libraries that help Rust developers to build data intensive applications. In the past two years, we published and maintained four open source libraries: SeaQuery, SeaSchema, SeaORM and StarfishQL. Each library is designed to fill a niche in the Rust ecosystem, and they are made to play well with other Rust libraries.
-
What's new in SeaORM 0.9.0
Upgrade sea-query to 0.26
-
Introducing StarfishQL - visualizing the dependency network on crates.io
As the new member of the SeaQL family, it's a stellar example of what could be done with Rust and the SeaORM / SeaQuery / SeaSchema suite of tools. We couldn't be more excited to see applications being built on Rust and the SeaQL ecosystem!
What are some alternatives?
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
sqlx - general purpose extensions to golang's database/sql
ClickHouse - ClickHouseยฎ is a free analytics DBMS for big data
sea-orm - ๐ An async & dynamic ORM for Rust
databend - ๐๐ฎ๐๐ฎ, ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ & ๐๐. Modern alternative to Snowflake. Cost-effective and simple for massive-scale analytics. https://databend.com
rust-postgis - postgis helper library.
db-benchmark - reproducible benchmark of database-like ops
aws-sdk-rust - AWS SDK for the Rust Programming Language
nushell - A new type of shell
sqlx - ๐งฐ The Rust SQL Toolkit. An async, pure Rust SQL crate featuring compile-time checked queries without a DSL. Supports PostgreSQL, MySQL, and SQLite.
duckdb - DuckDB is an in-process SQL OLAP Database Management System
SaintCoinach - A .NET library written in C# for extracting game assets and reading game assets from Final Fantasy XIV: A Realm Reborn.