DownloadData validation and settings management using Python type hinting. Fast and extensible, pydantic plays nicely with your linters/IDE/brain. Define how data should be in pure, canonical Python 3.6+; validate it with pydantic. id is of type int; the annotation-only declaration tells pydantic that this field is required. Strings, bytes or floats will be coerced to ints if possible; otherwise an exception will be raised. name is inferred as a string from the provided default; because it has a default, it is not required. signup_ts is a datetime field which is not required (and takes the value None if it's not supplied). pydantic will process either a unix timestamp int (e.g. 1496498400) or a string representing the date & time. friends uses python's typing system, and requires a list of integers. As with id, integer-like objects will be converted to integers.
Features
- Data validation and settings management using python type annotations
- pydantic enforces type hints at runtime
- Provides user friendly errors when data is invalid
- Define how data should be in pure, canonical python
- Plays nicely with your IDE/linter/brain
- In benchmarks pydantic is faster than all other tested libraries
Project Samples
