piglot.solver.solver.Solver
- class Solver(parameters: ParameterSet, output_dir: str, tmp_dir: str, verbosity: str)[source]
Bases:
ABCBase class for solvers.
Methods
Get the parameters for a given hash.
Get the responses from a given output field for all cases.
Get all output fields.
Get the responses from all output fields for a given case.
Prepare data for the optimisation.
Read the solver from the configuration dictionary.
Solve all cases for the given set of parameter values.
- abstract get_case_params(param_hash: str) Dict[str, float][source]
Get the parameters for a given hash.
Parameters
- param_hashstr
Hash of the case to load.
Returns
- Dict[str, float]
Parameters for this hash.
- get_current_response() Dict[str, OutputResult][source]
Get the responses from a given output field for all cases.
Returns
- Dict[str, OutputResult]
Output responses.
- abstract get_output_fields() List[str][source]
Get all output fields.
Returns
- List[str]
Output fields.
- abstract get_output_response(param_hash: str) Dict[str, OutputResult][source]
Get the responses from all output fields for a given case.
Parameters
- param_hashstr
Hash of the case to load.
Returns
- Dict[str, OutputResult]
Output responses.
- abstract classmethod read(config: Dict[str, Any], parameters: ParameterSet, output_dir: str) T[source]
Read the solver from the configuration dictionary.
Parameters
- configDict[str, Any]
Configuration dictionary.
- parametersParameterSet
Parameter set for this problem.
- output_dirstr
Path to the output directory.
Returns
- Solver
Solver to use for this problem.
- abstract solve(values: ndarray, concurrent: bool) Dict[str, OutputResult][source]
Solve all cases for the given set of parameter values.
Parameters
- valuesarray
Current parameters to evaluate.
- concurrentbool
Whether this run may be concurrent to another one (so use unique file names).
Returns
- Dict[str, OutputResult]
Evaluated results for each output field.