smac.utils.merge_foreign_data

Functions

merge_foreign_data(scenario, runhistory, ...)	Extend <scenario> and <runhistory> with runhistory data from another.
merge_foreign_data_from_file(scenario, ...)	Extend <scenario> and <runhistory> with runhistory data from another.

smac.utils.merge_foreign_data.merge_foreign_data(scenario, runhistory, in_scenario_list, in_runhistory_list)

Extend <scenario> and <runhistory> with runhistory data from another.

<in_scenario> assuming the same pcs, feature space, but different instances

Parameters

• scenario (Scenario) – original scenario – feature dictionary will be extended

• runhistory (RunHistory) – original runhistory – will be extended by further data points

• in_scenario_list (List[Scenario]) – input scenario

• in_runhistory_list (List[RunHistory]) – list of runhistories wrt <in_scenario>

Return type

Tuple[Scenario, RunHistory]

Returns

• scenario (Scenario)

• runhistory (Runhistory)

smac.utils.merge_foreign_data.merge_foreign_data_from_file(scenario, runhistory, in_scenario_fn_list, in_runhistory_fn_list, cs)

Extend <scenario> and <runhistory> with runhistory data from another.

<in_scenario> assuming the same pcs, feature space, but different instances

Parameters

• scenario (Scenario) – original scenario – feature dictionary will be extended

• runhistory (RunHistory) – original runhistory – will be extended by further data points

• in_scenario_fn_list (List[str]) – input scenario file names

• in_runhistory_fn_list (List[str]) – list filenames of runhistory dumps

• cs (ConfigurationSpace) – parameter configuration space to read runhistory from file

Return type

Tuple[Scenario, RunHistory]

Returns

• scenario (Scenario)

• runhistory (Runhistory)

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