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Top 10 Python Validator Projects
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Project mention: Pydantic V2 leverages Rust's Superpowers [video] | news.ycombinator.com | 2023-04-23
As someone who built a pure python validation library[0] that's much faster than pydantic (~1.5x - 12x depending on the benchmark), I have to say that this whole focus on Rust seems premature. There's clearly a lot of room for pydantic to optimize its Python implementation.
Beyond that, rust seems like a great fit for tooling (i.e. ruff), but as a library used at runtime, it seems a little odd to make a validation library (which can expect to receive any kind of data valid python data) to also be constrained by a separate set of data types which are valid in rust.
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file-validator
The first Python validation package uses type, mime, extension, magic numbers, and size to validate files. ✅
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coronacheck-tools
Unofficial tool to verify, encode and decode the domestic QR code from CoronaCheck.nl. Not affiliated with CoronaCheck.nl or Ministry of VWS.
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Maat
Validation and transformation library powered by deductive ascending parser. Made to be extended for any kind of project.
Project mention: [Guide] A Tour Through the Python Framework Galaxy: Discovering the Stars | /r/coder_corner | 2023-04-29Try msgspec | Maat | turbo for fast serialization and validation
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harmony-toolbox
The Harmony ONE Validator's Toolbox | Installer & Management Menu | See README.md for assistance!
Have any requests or feedback for our Harmony Toolbox? Leave it here!
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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findora-toolbox
The Findora FRA Validator's Toolbox | Installer & Management Menu | See README.md for assistance!
Have any requests or feedback for our Findora Toolbox? Leave it here!
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Python Validator related posts
- Harmony Toolbox Feedback
- Findora Toolbox Feedback
- Eli5 to start a Harmony One Node ?
- Show HN: Progressive validation library for Python based on typehints, dataclass
- Valito - a library for progressive validation and regex support
- Current RPC Display Issue Work-arounds
- Stepping up to new challenges (Validator)
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Index
What are some of the best open-source Validator projects in Python? This list will help you:
Project | Stars | |
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1 | pySHACL | 217 |
2 | koda-validate | 107 |
3 | file-validator | 52 |
4 | coronacheck-tools | 38 |
5 | Maat | 30 |
6 | pix-utils | 24 |
7 | harmony-toolbox | 17 |
8 | valdec | 12 |
9 | findora-toolbox | 6 |
10 | Sanatio | 6 |