Experiment#

Experiment

Experiment representation

ExperimentStage

Experiment stage

ExperimentTag

Experiment tag

class mlflow_rest_client.experiment.Experiment(**data)#

Experiment representation

Parameters
idint

Experiment ID

namestr

Experiment name

artifact_locationstr, optional

Experiment artifact location

stagestr or ExperimentStage, optional

Experiment stage

tagsdict or list of dict, optional

Experiment tags list

Examples

experiment = Experiment(id=123, name="some_name")
Attributes
idint

Experiment ID

namestr

Experiment name

artifact_locationstr

Experiment artifact location

stageEXPERIMENTSTAGE

Experiment stage

tagsExperimentTagList

Experiment tags list

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

class mlflow_rest_client.experiment.ExperimentStage(value)#

Experiment stage

ACTIVE = 'active'#

Experiment is active

DELETED = 'deleted'#

Experiment was deleted

class mlflow_rest_client.experiment.ExperimentTag(**data)#

Bases: Tag

Experiment tag

Parameters
keystr

Tag name

valuestr

Tag value

Examples

tag = ExperimentTag(key="some.tag", value="some.val")
Attributes
keystr

Tag name

valuestr

Tag value

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.