ParallelCompositeProcessor

Vector processor that composes multiple vector processors in parallel

Notes

The vector processors are not called concurrently, but each one gets a copy of the vector and the resulting vectors are combined
The vector processors are composed horizontally, i.e., in parallel

Implements the VectorProcessor protocol.

PARAMETER	DESCRIPTION
`vector_processors`	Vector processors TYPE: `list[VectorProcessor]`

Creates a parallel composite processor from the configuration.

PARAMETER	DESCRIPTION
`config`	Configuration TYPE: `ParallelCompositeProcessorConfig`

RETURNS	DESCRIPTION
`ParallelCompositeProcessor`	Parallel composite processor

Processes the vector with each vector processor.

PARAMETER	DESCRIPTION
`vector`	Vector TYPE: `Vector`

RETURNS	DESCRIPTION
`Vector`	Vector

Bases: pydantic.BaseModel

Configuration for the from_config class method of ParallelCompositeProcessor

Example

You can create the configuration from a config file.

config.yaml

package: 'aviary'
name: 'ParallelCompositeProcessor'
config:
  vector_processor_configs:
    - ...
    ...

ATTRIBUTE	DESCRIPTION
`vector_processor_configs`	Configurations of the vector processors TYPE: `list[VectorProcessorConfig]`