snake
csv_log_cleaner
snake | csv_log_cleaner | |
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1 | 2 | |
- | 2 | |
- | - | |
- | 6.3 | |
- | about 2 months ago | |
Rust | ||
- | MIT License |
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snake
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Hey Rustaceans! Got a question? Ask here! (39/2022)!
The source code is hosted here: https://gitlab.com/boreec/snake
csv_log_cleaner
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How do you guys handle pandas and its sh*tty data type inference
Sounds like it could be more of a data cleansing problem you're facing than a data inference one. Even a single non-numerical value in a million rows of numbers will necessarily mess up type inference for the whole column. I work with a lot of CSVs and that's one of the issues we have to spend a huge amount of time dealing with. I even ended up writing this open source tool to handle the cleansing: https://github.com/ambidextrous/csv_log_cleaner
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Hey Rustaceans! Got a question? Ask here! (39/2022)!
Hi. I'm new to Rust. I've written up a little opensource tool to clean CSV files as a practical learning exercise that will help me with my job: https://github.com/ambidextrous/csv_cleaner Where would be a good place to post it for code review?
What are some alternatives?
esp8266-hal - A experimental hardware abstraction layer for the esp8266 written in Rust.
unescape-rs - "Unescapes" strings with escape sequences written with literal characters and converts it into a properly escaped one.
Peroxide - Rust numeric library with R, MATLAB & Python syntax
doku - fn(Code) -> Docs
CSVLint - CSV Lint plug-in for Notepad++ for syntax highlighting, csv validation, automatic column and datatype detecting, fixed width datasets, change datetime format, decimal separator, sort data, count unique values, convert to xml, json, sql etc. A plugin for data cleaning and working with messy data files.
mimalloc - mimalloc is a compact general purpose allocator with excellent performance.
dtype_diet - Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM