Plugin adding type support for Pydantic models
Project description
Flytekit Pydantic Plugin
Pydantic is a data validation and settings management library that uses Python type annotations to enforce type hints at runtime and provide user-friendly errors when data is invalid. Pydantic models are classes that inherit from pydantic.BaseModel and are used to define the structure and validation of data using Python type annotations.
The plugin adds type support for pydantic models.
To install the plugin, run the following command:
pip install flytekitplugins-pydantic
Type Example
from pydantic.v1 import BaseModel
class TrainConfig(BaseModel):
lr: float = 1e-3
batch_size: int = 32
files: List[FlyteFile]
directories: List[FlyteDirectory]
@task
def train(cfg: TrainConfig):
...
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