imara-diff
polars
imara-diff | polars | |
---|---|---|
3 | 144 | |
93 | 26,378 | |
- | 3.4% | |
5.1 | 10.0 | |
8 months ago | 1 day 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.
imara-diff
- What are some less popular but well-made crates you'd like others to know about?
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Announcing imara-diff, a reliably performant diffing library for rust
I have taught about adding a convenience feature (behind a feature flag) for providing a word-diff inside a file diff. However the implementation is not quite trivial and the usecase I developed imara-diff for (the helix editor) does not require it. I have opened an issue to track the progress
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?
woodpecker - Drill is an HTTP load testing application written in Rust
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 🚀
bacon - background rust code check
modin - Modin: Scale your Pandas workflows by changing a single line of code
touche - Synchronous HTTP library for Rust
datafusion - Apache DataFusion SQL Query Engine
dotfiles - My configuration files and personal collection of scripts.
DataFrames.jl - In-memory tabular data in Julia
micromath - Embedded Rust arithmetic, 2D/3D vector, and statistics library
datatable - A Python package for manipulating 2-dimensional tabular data structures
remoc - Remoc 🦑 — Remote multiplexed objects, channels and RPC for Rust
Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing