src.models.experiment module#
Data models for experiment related endpoints.
- class src.models.experiment.ClonePackageModel(*, id: str, clone_name: Optional[str] = None)[source]#
Bases:
BaseModelModel for cloning a experiment. Currently unused.
- _abc_impl = <_abc._abc_data object>#
- clone_name: Optional[str]#
- id: str#
- class src.models.experiment.Connector(value)[source]#
Bases:
str,EnumAllowed connectors for experiments.
- CLEARML = 'clearml'#
- DEFAULT = ''#
- _generate_next_value_(start, count, last_values)#
Generate the next value when not given.
name: the name of the member start: the initial start value or None count: the number of existing members last_value: the last value assigned or None
- _member_map_ = {'CLEARML': Connector.CLEARML, 'DEFAULT': Connector.DEFAULT}#
- _member_names_ = ['DEFAULT', 'CLEARML']#
- _member_type_#
alias of
str
- _value2member_map_ = {'': Connector.DEFAULT, 'clearml': Connector.CLEARML}#
- class src.models.experiment.ExperimentResponse(*, id: str, owner: str, name: str, project_name: str, output_url: Optional[str] = None, tags: List[str], frameworks: List[str], config: dict, scalars: Optional[List[dict]] = None, plots: Optional[List[dict]] = None, artifacts: Optional[Dict[str, Artifact]] = None)[source]#
Bases:
BaseModelResponse model for getting an experiment.
- _abc_impl = <_abc._abc_data object>#
- config: dict#
- frameworks: List[str]#
- id: str#
- name: str#
- output_url: Optional[str]#
- owner: str#
- plots: Optional[List[dict]]#
- project_name: str#
- scalars: Optional[List[dict]]#
- tags: List[str]#
- class src.models.experiment.LinkedExperiment(*, connector: Connector, experimentId: str, outputUrl: Optional[str] = '')[source]#
Bases:
BaseModelLinked experiment model from model creation/update process.
- class Config[source]#
Bases:
objectPydantic config to allow creation of data model from a JSON object with camelCase keys.
- allow_population_by_field_name = True#
- _abc_impl = <_abc._abc_data object>#
- experiment_id: str#
- output_url: Optional[str]#