aws-sdk-rust
polars
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aws-sdk-rust | polars | |
---|---|---|
33 | 144 | |
2,840 | 26,218 | |
2.6% | 6.7% | |
9.7 | 10.0 | |
9 days ago | about 16 hours ago | |
Rust | Rust | |
Apache License 2.0 | MIT License |
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.
aws-sdk-rust
- Boletín AWS Open Source, Christmas Edition
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My top picks of re:Invent 2023
The AWS SDK for Rust contains one crate for each AWS service - you can check them out here.
- AWS SDK Crates reach 1.0 🎉
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General Availability of the AWS SDK for Rust
> What kind of plans for support of Rust's evolving async ecosystem?
We were hoping async-function-in-trait would land before GA, however, we have a plan to add support in a backwards compatible way when it's released.
> Any particular reason why the public roadmap does not show the columns similar to "Researching", "We're Working On It" like the other similar public AWS Roadmaps?
Our roadmap has unfortunately been in a state of disrepair for some time. We're hoping to get it cleaned up and accurate post GA.
> Would be nice to have fully working examples on Github, for most common scenarios across most AWS services. This is something that historically AWS SDKs have been inconsistent on. Just a request not really a question :-)
There are lots of examples here [1], some simple, some quite complex. If there's something you have in mind, please file an issue! Having great examples is one of our priorities.
[1]: https://github.com/awslabs/aws-sdk-rust/tree/main/examples
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Proper way to do thousands of asynchronous http requests
There’s a pretty nice example of this in the aws rust sdk here.
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[Q] How mature is the AWS Rust ecosystem?
The official AWS Rust SDK still seems to be a work in progress(developer preview) with a warning to not use it in production.
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Hey Rustaceans! Got a question? Ask here (16/2023)!
i'm using https://github.com/awslabs/aws-sdk-rust heavily and was wondering if there was a more specific community (subreddit, Discord server, etc) of Rust x AWS developers?
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"thread 'main' panicked at 'no CA certificates found'", when running application in docker container
Only relevant search result was this github issue, which didn't really solve the problem.
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S3 Proxy Server
I went on rusoto just because aws-sdk-rust says at the beginning of the readme:
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[Media] Dear Google, When Rust? Sincerely, Internet
Official libraries for major cloud vendors will definitely boost Rust's adoption. aws-sdk-rust is still in 'developer preview', but it's getting there.
polars
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Why Python's Integer Division Floors (2010)
This is because 0.1 is in actuality the floating point value value 0.1000000000000000055511151231257827021181583404541015625, and thus 1 divided by it is ever so slightly smaller than 10. Nevertheless, fpround(1 / fpround(1 / 10)) = 10 exactly.
I found out about this recently because in Polars I defined a // b for floats to be (a / b).floor(), which does return 10 for this computation. Since Python's correctly-rounded division is rather expensive, I chose to stick to this (more context: https://github.com/pola-rs/polars/issues/14596#issuecomment-...).
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Polars
https://github.com/pola-rs/polars/releases/tag/py-0.19.0
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Stuff I Learned during Hanukkah of Data 2023
That turned out to be related to pola-rs/polars#11912, and this linked comment provided a deceptively simple solution - use PARSE_DECLTYPES when creating the connection:
- Polars 0.20 Released
- Segunda linguagem
- Polars: Dataframes powered by a multithreaded query engine, written in Rust
- Summing columns in remote Parquet files using DuckDB
- Polars 0.34 is released. (A query engine focussing on DataFrame front ends)
What are some alternatives?
cloudscraper - A Python module to bypass Cloudflare's anti-bot page.
vaex - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
vouch-proxy - an SSO and OAuth / OIDC login solution for Nginx using the auth_request module
modin - Modin: Scale your Pandas workflows by changing a single line of code
zig - General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.
datafusion - Apache DataFusion SQL Query Engine
sea-query - 🔱 A dynamic SQL query builder for MySQL, Postgres and SQLite
DataFrames.jl - In-memory tabular data in Julia
Replibyte - Seed your development database with real data ⚡️
datatable - A Python package for manipulating 2-dimensional tabular data structures
Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing