Schemas

class gordo_client.schemas.BuildMetadata(*, model: ModelBuildMetadata = None, dataset: DatasetBuildMetadata = None)

Bases: BaseModel

Build metadata schema.

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.

dataset: DatasetBuildMetadata

model: ModelBuildMetadata

class gordo_client.schemas.CrossValidationMetaData(*, scores: Dict[str, Any] = None, cv_duration_sec: float | None = None, splits: Dict[str, Any] = None)

Bases: BaseModel

Cross validation metadata schema.

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.

cv_duration_sec: float | None

scores: Dict[str, Any]

splits: Dict[str, Any]

class gordo_client.schemas.DatasetBuildMetadata(*, query_duration_sec: float | None = None, dataset_meta: Dict[str, Any] = None)

Bases: BaseModel

Dataset build metadata schema.

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.

dataset_meta: Dict[str, Any]

query_duration_sec: float | None

class gordo_client.schemas.Machine(*, name: str, project_name: str, model: Dict[str, Any], dataset: Dict[str, Any], metadata: Metadata = None, runtime: Dict[str, Any] = None, evaluation: Dict[str, Any] | None = {'cv_mode': 'full_build'})

Bases: BaseModel

Machine schema.

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.

dataset: Dict[str, Any]

evaluation: Dict[str, Any] | None

metadata: Metadata

model: Dict[str, Any]

name: str

project_name: str

runtime: Dict[str, Any]

class gordo_client.schemas.Metadata(*, user_defined: Dict[str, Any] = None, build_metadata: BuildMetadata = None)

Bases: BaseModel

Metadata schema.

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.

build_metadata: BuildMetadata

user_defined: Dict[str, Any]

class gordo_client.schemas.ModelBuildMetadata(*, model_offset: int = 0, model_creation_date: str | None = None, model_builder_version: str | None = None, cross_validation: CrossValidationMetaData = None, model_training_duration_sec: float | None = None, model_meta: Dict[str, Any] = None)

Bases: BaseModel

Model build schema.

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.

cross_validation: CrossValidationMetaData

model_builder_version: str | None

model_creation_date: str | None

model_meta: Dict[str, Any]

model_offset: int

model_training_duration_sec: float | None