poly_lithic.src.transformers package

Submodules

• poly_lithic.src.transformers.BaseTransformer module
  • BaseTransformer
    • BaseTransformer.transform()
    • BaseTransformer.handler()
• poly_lithic.src.transformers.BaseTransformers module
  • SimpleTransformer
    • SimpleTransformer.handler()
    • SimpleTransformer.transform()
  • CAImageTransfomer
    • CAImageTransfomer.handler()
    • CAImageTransfomer.transform()
  • PassThroughTransformer
    • PassThroughTransformer.handler()
    • PassThroughTransformer.transform()
• poly_lithic.src.transformers.CompoundTransformer module
  • CompoundTransformer
    • CompoundTransformer.transform()
    • CompoundTransformer.handler()

Module contents

Transformers module.

Contains base transformer classes and built-in transformer implementations.

class poly_lithic.src.transformers.BaseTransformer(config)

Bases: object

Parameters:

config (dict)

abstractmethod transform()

Call transform function to transform the input data, see SimpleTransformer in model_manager/src/transformers/BaseTransformers.py for an example.

abstractmethod handler(pv_name, value)

Handler function to handle the input data, in most cases it initiates the transform function when all the input data is available. Handler is the only function exposed to the main loop of the program aside from initial configuration.

Parameters:

• pv_name (str)

• value (dict | float | int)

class poly_lithic.src.transformers.SimpleTransformer(config)

Bases: BaseTransformer

handler(pv_name, value)

Handler function to handle the input data, in most cases it initiates the transform function when all the input data is available. Handler is the only function exposed to the main loop of the program aside from initial configuration.

transform()

Call transform function to transform the input data, see SimpleTransformer in model_manager/src/transformers/BaseTransformers.py for an example.

class poly_lithic.src.transformers.CompoundTransformer(config)

Bases: BaseTransformer

transform(data)

Call transform function to transform the input data, see SimpleTransformer in model_manager/src/transformers/BaseTransformers.py for an example.

handler(name, data)

Handler function to handle the input data, in most cases it initiates the transform function when all the input data is available. Handler is the only function exposed to the main loop of the program aside from initial configuration.

class poly_lithic.src.transformers.PassThroughTransformer(config)

Bases: BaseTransformer

handler(pv_name, value)

Handler function to handle the input data, in most cases it initiates the transform function when all the input data is available. Handler is the only function exposed to the main loop of the program aside from initial configuration.

transform()

Call transform function to transform the input data, see SimpleTransformer in model_manager/src/transformers/BaseTransformers.py for an example.

class poly_lithic.src.transformers.CAImageTransfomer(config)

Bases: BaseTransformer

Input only image transformation

handler(variable_name, value)

Handler function to handle the input data, in most cases it initiates the transform function when all the input data is available. Handler is the only function exposed to the main loop of the program aside from initial configuration.

Parameters:

• variable_name (str)

• value (dict)

transform()

Call transform function to transform the input data, see SimpleTransformer in model_manager/src/transformers/BaseTransformers.py for an example.