Skip to main content

satif_core.transformation_builders.base

TransformationBuilder Objects​

class TransformationBuilder(ABC)

Abstract Base Class for synchronous transformation code builders.

Transformation builders are responsible for generating the code (as a string) that defines the logic for transforming data, typically from a standardized intermediate format (like SDIF) to the desired output format(s).

Concrete implementations define how this transformation code is constructed, often leveraging AI based on various inputs provided via **kwargs to the build method.

build​

@abstractmethod
def build(**kwargs) -> str

Generates the transformation code as a string.

Arguments:

  • **kwargs - Arbitrary keyword arguments specific to the concrete builder implementation. These might include input data examples, output specifications, user instructions, etc.

Returns:

  • str - The generated transformation code as a string.

AsyncTransformationBuilder Objects​

class AsyncTransformationBuilder(ABC)

Abstract Base Class for asynchronous transformation code builders.

Similar to TransformationBuilder, but designed for builders that require asynchronous operations (e.g., I/O-bound tasks like calling external APIs or services) during the code generation process.

Concrete implementations define how transformation code is constructed asynchronously, based on inputs provided via **kwargs to the build method.

build​

@abstractmethod
async def build(**kwargs) -> str

Asynchronously generates the transformation code as a string.

Arguments:

  • **kwargs - Arbitrary keyword arguments specific to the concrete builder implementation. These might include input data examples, output specifications, user instructions, etc.

Returns:

  • str - The generated transformation code as a string.