class DebugImagesRequest(Base):
metrics: Sequence[TaskMetric] = ListField(
items_types=TaskMetric, validators=[Length(minimum_value=1)])
iters: int = IntField(default=1, validators=validators.Min(1))
navigate_earlier: bool = BoolField(default=True)
refresh: bool = BoolField(default=False)
scroll_id: str = StringField()
class EditHyperParamsRequest(TaskUpdateRequest):
hyperparams: Sequence[HyperParamItem] = ListField(
[HyperParamItem], validators=Length(minimum_value=1))
replace_hyperparams = StringField(
validators=Enum(*get_options(ReplaceHyperparams)),
default=ReplaceHyperparams.none,
)
class MultiTaskScalarMetricsIterHistogramRequest(HistogramRequestBase):
tasks: Sequence[str] = ListField(
items_types=str,
validators=[
Length(
minimum_value=1,
maximum_value=config.get(
"services.tasks.multi_task_histogram_limit", 10),
)
],
)
class DeleteConfigurationRequest(TaskRequest):
configuration: Sequence[str] = ListField(
[str], validators=Length(minimum_value=1))
force = BoolField(default=False)
class EditConfigurationRequest(TaskRequest):
configuration: Sequence[Configuration] = ListField(
[Configuration], validators=Length(minimum_value=1))
replace_configuration = BoolField(default=False)
force = BoolField(default=False)
class Configuration(models.Base):
name = StringField(required=True, validators=Length(minimum_value=1))
value = StringField(required=True)
type = StringField()
description = StringField()
class DeleteHyperParamsRequest(TaskRequest):
hyperparams: Sequence[HyperParamKey] = ListField(
[HyperParamKey], validators=Length(minimum_value=1))
force = BoolField(default=False)
class MoveRequest(models.Base):
ids = ListField([str], validators=Length(minimum_value=1))
project = fields.StringField()
project_name = fields.StringField()
class MultiTaskRequest(models.Base):
tasks = ListField([str], validators=Length(minimum_value=1))
class DeleteArtifactsRequest(TaskRequest):
artifacts = ListField([ArtifactId], validators=Length(minimum_value=1))
force = BoolField(default=False)
class DeleteModelsRequest(TaskRequest):
models: Sequence[ModelItemKey] = ListField(
[ModelItemKey], validators=Length(minimum_value=1))
class DeleteConfigurationRequest(TaskUpdateRequest):
configuration: Sequence[str] = ListField(
[str], validators=Length(minimum_value=1))
class DeleteHyperParamsRequest(TaskUpdateRequest):
hyperparams: Sequence[HyperParamKey] = ListField(
[HyperParamKey], validators=Length(minimum_value=1))
class DeleteArtifactsRequest(TaskUpdateRequest):
artifacts = ListField([ArtifactId], validators=Length(minimum_value=1))
class MakePublicRequest(models.Base):
ids = ListField(items_types=str, validators=[Length(minimum_value=1)])
class HyperParamItem(models.Base):
section = StringField(required=True, validators=Length(minimum_value=1))
name = StringField(required=True, validators=Length(minimum_value=1))
value = StringField(required=True)
type = StringField()
description = StringField()
class MultiTaskScalarMetricsIterHistogramRequest(HistogramRequestBase):
tasks: Sequence[str] = ListField(
items_types=str,
validators=[Length(minimum_value=1, maximum_value=10)])
class HyperParamKey(models.Base):
section = StringField(required=True, validators=Length(minimum_value=1))
name = StringField(nullable=True)
class TaskMetricsRequest(Base):
tasks: Sequence[str] = ListField(items_types=str,
validators=[Length(minimum_value=1)])
event_type: EventType = ActualEnumField(EventType, required=True)
class BatchRequest(Base):
ids: Sequence[str] = ListField([str], validators=Length(minimum_value=1))