TextDistance
ceja
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| TextDistance | ceja | |
|---|---|---|
| 6 | 1 | |
| 3,296 | 32 | |
| 0.7% | - | |
| 7.0 | 2.3 | |
| 4 months ago | 2 months ago | |
| Python | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
TextDistance
- textdistance: Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
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Near duplicate image detection
Now let's compare the hash to all the image hashes using Levenshtein distance. We'll use the textdistance library for that.
- life4/textdistance: Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
- Textdistance: Compute distance between sequences with 30 algorithms
ceja
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Which language is better for Spark & Why?
Some Python libraries are easily wrapped via UDFs, see ceja, but don't overestimate this benefit. Most Python libraries cannot be wrapped and run via Spark in a performant manner.
What are some alternatives?
jellyfish - 🪼 a python library for doing approximate and phonetic matching of strings.
fuzzywuzzy - Fuzzy String Matching in Python
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Levenshtein - The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity
sparkmagic - Jupyter magics and kernels for working with remote Spark clusters
pydantic - Data validation using Python type hints
textdistance.rs - 🦀📏 Rust library to compare strings (or any sequences). 25+ algorithms, pure Rust, common interface, Unicode support.
Python Left-Right Parser - Python Parser
nider - Python package to add text to images, textures and different backgrounds
HaikunatorPY - Generate Heroku-like random names to use in your python applications
shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs.