comprehensive-rust
datafusion
comprehensive-rust | datafusion | |
---|---|---|
32 | 55 | |
26,092 | 5,086 | |
4.5% | 5.2% | |
9.8 | 9.9 | |
7 days ago | 6 days ago | |
Rust | Rust | |
Apache License 2.0 | Apache License 2.0 |
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.
comprehensive-rust
- Comprehensive Rust V2
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Scaling Rust Adoption Through Training
Thanks! We do include speaker notes on some pages (but not yet all[1]). We would love to expand this and PRs are very welcome for this :-)
I think videos will end up being made by someone other than me since I feel it takes too much effort when you don't have the right setup already. We have an issue and I'll update it as soon as I hear more about videos.[2]
[1]: https://github.com/google/comprehensive-rust/issues/1083
A bit more detail: we've been expanding our Rust training at Google over the last year. We've now had more than 500 Googlers go through Comprehensive Rust and they tell us that they really like it โ also when we ask them again three months later :-)
The post is a huge Thank You! to the many people who have helped with the course, both inside and outside of Google. More than 30 Googlers (who already knew Rust) have picked up the course and taught it around the world.
People have used the material for [university classes](https://mo8it.com/blog/teaching-rust/) and there will soon be [online classes](https://twitter.com/mrtngslr/status/1696601520412783052) as well. I hope it will become a good resource for people to teach Rust in many different contexts!
Pull requests are always welcome, the whole thing is open source: https://github.com/google/comprehensive-rust/.
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Any open source projects willing to take in juniors?
Yes, I would love to have more contributors to https://github.com/google/comprehensive-rust and https://github.com/google/mdbook-i18n-helpers!
- Comprehensive Rust: course used by the Android team at Google
- GitHub - google/comprehensive-rust: This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust to everyone.
- The Rust course used by the Android team at Google
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google developed course on Rust
That's done with a bit of JavaScript. It's not super elegant... I would love to have someone with current JavaScript skills improve it :D
datafusion
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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
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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...
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DuckDB performance improvements with the latest release
The draft contains some preliminary benchmark results, comparing it to DuckDB.
https://github.com/apache/arrow-datafusion/issues/6782
- Apache Arrow DataFusion
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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.
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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
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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
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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.
What are some alternatives?
book - The Rust Programming Language
polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust
mdbook-i18n-helpers - Translation support for mdbook. The plugins here give you a structured way to maintain a translated book.
ClickHouse - ClickHouseยฎ is a free analytics DBMS for big data
k8s-openapi - Rust definitions of the resource types in the Kubernetes client API
databend - ๐๐ฎ๐๐ฎ, ๐๐ป๐ฎ๐น๐๐๐ถ๐ฐ๐ & ๐๐. Modern alternative to Snowflake. Cost-effective and simple for massive-scale analytics. https://databend.com
teach-rs - A modular, reusable university course for Rust
db-benchmark - reproducible benchmark of database-like ops
velo - App for brainstorming & sharing ideas ๐ฆ Learning Project
duckdb - DuckDB is an in-process SQL OLAP Database Management System
paat
nushell - A new type of shell