Dakota response types

Responses are the description of the model output data returned to Dakota upon evaluation of an interface.

Responses base class

An abstract base class for all Dakota responses.

class dakotathon.responses.base.ResponsesBase(responses='response_functions', response_descriptors=(), gradients='no_gradients', hessians='no_hessians', **kwargs)

Bases: object

Describe features common to all Dakota responses.

__init__(responses='response_functions', response_descriptors=(), gradients='no_gradients', hessians='no_hessians', **kwargs)

Create a default response.

responses : str, optional

The Dakota response type (default is ‘response_functions’).

response_descriptors : str or tuple or list of str, optional

Labels attached to the responses.

gradients : str, optional

Gradient type (default is ‘no_gradients’).

hessians : str, optional

Hessian type (default is ‘no_hessians’).

__str__()

Define the responses block of a Dakota input file.

response_descriptors

Labels attached to Dakota responses.

Response functions

Implementation of the Dakota response_function response type.

class dakotathon.responses.response_functions.ResponseFunctions(response_descriptors=('y1', ), response_files=(), response_statistics=('mean', ), **kwargs)

Bases: dakotathon.responses.base.ResponsesBase

Define attributes for Dakota response functions.

__init__(response_descriptors=('y1', ), response_files=(), response_statistics=('mean', ), **kwargs)

Create a response using response functions.

response_descriptors : str or tuple or list of str, optional

Labels attached to the responses.

response_files : str or tuple or list of str, optional

Model output files from which responses are calculated.

response_statistics : str or tuple or list of str, optional

Statistics used to generate responses.

**kwargs

Optional keyword arguments.

Create a ResponseFunctions instance:

>>> f = ResponseFunctions()

__str__()

Define the responses block of a Dakota input file.

dakotathon.responses.base.ResponsesBase.__str__

response_files

Model output files used in Dakota responses.

response_statistics

Statistics used to calculate Dakota responses.