AgentOptimizationJobResult Class

Partial or terminal result produced by an agent optimization job.

Constructor

AgentOptimizationJobResult(*args: Any, **kwargs: Any)

Variables

Name	Description
candidate_summary	AgentOptimizationResultCandidateSummary Summary of candidates produced by the job. Omitted until candidate processing begins.
token_usage	list[AgentOptimizationJobTokenUsage] Aggregate token usage per stage and model. Always present; empty array when no calls were measured. Required.
latency_metrics	list[AgentOptimizationJobLatency] Aggregate latency per stage and model. Always present; empty when no server-measured latency is available. Required.
termination_reason	str or AgentOptimizationTerminationReason Reason the candidate search terminated. Omitted for jobs that do not comparatively evaluate candidates and until the job reaches a terminal state. Known values are: "completed", "budget_exhausted", and "candidate_screening_stalled".

Methods

as_dict	Return a dict that can be turned into json using json.dump.
clear	Remove all items from the dictionary.
copy
get	Get the value for key if key is in the dictionary, else default. :param str key: The key to look up. :param any default: The value to return if key is not in the dictionary. Defaults to None :returns: The value for key if key is in the dictionary, else default. :rtype: any
items
keys
pop	Removes specified key and return the corresponding value. :param str key: The key to pop. :param any default: The value to return if key is not in the dictionary :returns: The value corresponding to the key. :rtype: any :raises KeyError: If key is not found and default is not given.
popitem	Removes and returns some (key, value) pair :returns: The (key, value) pair. :rtype: tuple :raises KeyError: if the dictionary is empty.
setdefault	Return the value for key if key is in the dictionary; otherwise set the key to default and return default. :param str key: The key to look up. :param any default: The value to set if key is not in the dictionary :returns: The value for key if key is in the dictionary, else default. :rtype: any
update	Update the dictionary from a mapping or an iterable of key-value pairs. :param any args: Either a mapping object or an iterable of key-value pairs.
values

as_dict

Return a dict that can be turned into json using json.dump.

as_dict(*, exclude_readonly: bool = False) -> dict[str, Any]

Keyword-Only Parameters

Name	Description
exclude_readonly	bool Whether to remove the readonly properties. Default value: False

Returns

Type	Description
dict	A dict JSON compatible object

clear

Remove all items from the dictionary.

clear() -> None

copy

copy() -> Model

get

Get the value for key if key is in the dictionary, else default. :param str key: The key to look up. :param any default: The value to return if key is not in the dictionary. Defaults to None :returns: The value for key if key is in the dictionary, else default. :rtype: any

get(key: str, default: Any = None) -> Any

Parameters

Name	Description
key Required
default	Default value: None

items

items() -> ItemsView[str, Any]

Returns

Type	Description
ItemsView	a set-like object providing a view on the mapping's items

keys

keys() -> KeysView[str]

Returns

Type	Description
KeysView	a set-like object providing a view on the mapping's keys

pop

Removes specified key and return the corresponding value. :param str key: The key to pop. :param any default: The value to return if key is not in the dictionary :returns: The value corresponding to the key. :rtype: any :raises KeyError: If key is not found and default is not given.

pop(key: str, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

popitem

Removes and returns some (key, value) pair :returns: The (key, value) pair. :rtype: tuple :raises KeyError: if the dictionary is empty.

popitem() -> tuple[str, Any]

setdefault

Return the value for key if key is in the dictionary; otherwise set the key to default and return default. :param str key: The key to look up. :param any default: The value to set if key is not in the dictionary :returns: The value for key if key is in the dictionary, else default. :rtype: any

setdefault(key: str, default: ~typing.Any = <object object>) -> Any

Parameters

Name	Description
key Required
default

update

Update the dictionary from a mapping or an iterable of key-value pairs. :param any args: Either a mapping object or an iterable of key-value pairs.

update(*args: Any, **kwargs: Any) -> None

values

values() -> ValuesView[Any]

Returns

Type	Description
ValuesView	an object providing a view on the mapping's values

Attributes

candidate_summary

Summary of candidates produced by the job. Omitted until candidate processing begins.

candidate_summary: _models.AgentOptimizationResultCandidateSummary | None

latency_metrics

Aggregate latency per stage and model. Always present; empty when no server-measured latency is available. Required.

latency_metrics: list['_models.AgentOptimizationJobLatency']

termination_reason

Reason the candidate search terminated. Omitted for jobs that do not comparatively evaluate candidates and until the job reaches a terminal state. Known values are: "completed", "budget_exhausted", and "candidate_screening_stalled".

termination_reason: str | _models.AgentOptimizationTerminationReason | None

token_usage

Aggregate token usage per stage and model. Always present; empty array when no calls were measured. Required.

token_usage: list['_models.AgentOptimizationJobTokenUsage']