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Voluptuous, despite the name, is a Python data validation library. - GitHub: https://github.com/alecthomas/voluptuous - PyPi: https://pypi.org/project/voluptuous Package | Version | Relative Performance | Mean validation time --- | --- | --- | --- valideer | `0.4.2` | | 104.2μs attrs + cattrs | `19.3.0` | 1.1x slower | 114.4μs pydantic | `1.4a1` | 1.2x slower | 124.3μs marshmallow | `3.5.0` | 1.8x slower | 190.1μs voluptuous | `0.11.7` | 2.2x slower | 227.6μs trafaret | `2.0.2` | 2.4x slower | 253.0μs django-rest-framework | `3.11.0` | 8.5x slower | 881.8μs cerberus | `1.3.2` | 19.1x slower | 1993.8μs