deephyper.evaluator.RunningJob#

class deephyper.evaluator.RunningJob(id: Hashable | None = None, parameters: dict | None = None, storage: Storage | None = None, stopper: Stopper | None = None)[source]#

Bases: MutableMapping

A RunningJob is adapted Job object that is passed to the run-function as input.

Parameters:

  • id (Hashable, optional) – The identifier of the job in the Storage. Defaults to None.

  • parameters (dict, optional) – The dictionnary of hyperparameters suggested. Defaults to None.

  • storage (Storage, optional) – The storage client used for the search. Defaults to None.

  • stopper (Stopper, optional) – The stopper object used for the evaluation. Defaults to None.

Methods

clear

get

items

keys

pop

If key is not found, d is returned if given, otherwise KeyError is raised.

popitem

as a 2-tuple; but raise KeyError if D is empty.

record

setdefault

stopped

update

If E present and has a .keys() method, does: for k in E: D[k] = E[k] If E present and lacks .keys() method, does: for (k, v) in E: D[k] = v In either case, this is followed by: for k, v in F.items(): D[k] = v

values

Attributes

objective

If the RunningJob is using a Stopper then it will return observations from the it.
clear() → None.  Remove all items from D.#
get(k[, d]) → D[k] if k in D, else d.  d defaults to None.#
items() → a set-like object providing a view on D's items#
keys() → a set-like object providing a view on D's keys#
property objective#

If the RunningJob is using a Stopper then it will return observations from the it. Otherwise it will simply return the last objective value recorded.

pop(k[, d]) → v, remove specified key and return the corresponding value.#

If key is not found, d is returned if given, otherwise KeyError is raised.

popitem() → (k, v), remove and return some (key, value) pair#

as a 2-tuple; but raise KeyError if D is empty.

setdefault(k[, d]) → D.get(k,d), also set D[k]=d if k not in D#
update([E, ]**F) → None.  Update D from mapping/iterable E and F.#

If E present and has a .keys() method, does: for k in E: D[k] = E[k] If E present and lacks .keys() method, does: for (k, v) in E: D[k] = v In either case, this is followed by: for k, v in F.items(): D[k] = v

values() → an object providing a view on D's values#