GOLEM adapters

Adapters of GEFEST modules to use optimization algorithms from GOLEM.

Sampler adapter

class gefest.core.opt.adapters.factories.StructureFactory(sampler: Sampler, adapter: BaseOptimizationAdapter)

Bases: Callable[[GraphRequirements, int], Graph]

GOLEM RandomGraphFactory version of GEFEST sampler.

__call__(*args, **kwargs) → GraphDelegate

Generates ranom GOLEM graph.

Mutation and crossover adapter

class gefest.core.opt.adapters.operator.OperationWrap(executor, operations, operation_chance, operations_probs, domain, postproc_func, postprocess_rules, attempts)

Bases: object

GOLEM wrap for GEFEST mutations and crossovers.

__call__(*args, **kwargs)

Executes mutation or crossover.

to_json() → dict[str, Any]

Serializes object and ignores unrelevant fields.

Structure adapter

class gefest.core.opt.adapters.structure.StructureAdapter(domain: Domain)

Bases: BaseOptimizationAdapter

Adapter for GOLEM.

_adapt(adaptee: Structure) → GraphDelegate

Convert Structure into OptGraph.

_restore(opt_graph: GraphDelegate) → Structure

Convert OptGraph into Structure.

Configuration translators

gefest.core.opt.adapters.configuration_mapping.map_into_graph_requirements(opt_params: OptimizationParams) → GraphRequirements

Translates OptimizationParams into GraphRequirements.

gefest.core.opt.adapters.configuration_mapping.map_into_graph_generation_params(opt_params: OptimizationParams) → GraphGenerationParams

Translates OptimizationParams into GraphGenerationParams.

gefest.core.opt.adapters.configuration_mapping.map_into_gpa(opt_params: OptimizationParams) → GPAlgorithmParameters

Translates OptimizationParams into GPAlgorithmParameters.