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 ReportStatsOptionResponse(Base):
supported = BoolField(default=True)
enabled = BoolField()
enabled_time = DateTimeField(nullable=True)
enabled_version = StringField(nullable=True)
enabled_user = StringField(nullable=True)
current_version = StringField()
class ScalarMetricsIterRawRequest(TaskEventsRequestBase):
batch_size: int = IntField()
key: ScalarKeyEnum = ActualEnumField(ScalarKeyEnum,
default=ScalarKeyEnum.iter)
metric: MetricVariants = EmbeddedField(MetricVariants, required=True)
count_total: bool = BoolField(default=False)
scroll_id: str = StringField()
class TaskEventsRequest(TaskEventsRequestBase):
metrics: Sequence[MetricVariants] = ListField(items_types=MetricVariants)
event_type: EventType = ActualEnumField(EventType, default=EventType.all)
order: Optional[str] = ActualEnumField(LogOrderEnum,
default=LogOrderEnum.asc)
scroll_id: str = StringField()
count_total: bool = BoolField(default=True)
class EditHyperParamsRequest(TaskRequest):
hyperparams: Sequence[HyperParamItem] = ListField(
[HyperParamItem], validators=Length(minimum_value=1))
replace_hyperparams = StringField(
validators=Enum(*get_options(ReplaceHyperparams)),
default=ReplaceHyperparams.none,
)
force = BoolField(default=False)
class CloneRequest(TaskRequest):
new_task_name = StringField()
new_task_comment = StringField()
new_task_tags = ListField([str])
new_task_system_tags = ListField([str])
new_task_parent = StringField()
new_task_project = StringField()
execution_overrides = DictField()
validate_references = BoolField(default=False)
class CloneRequest(TaskRequest):
new_task_name = StringField()
new_task_comment = StringField()
new_task_tags = ListField([str])
new_task_system_tags = ListField([str])
new_task_parent = StringField()
new_task_project = StringField()
new_task_hyperparams = DictField()
new_task_configuration = DictField()
new_task_container = DictField()
new_task_input_models = ListField([TaskInputModel])
execution_overrides = DictField()
validate_references = BoolField(default=False)
new_project_name = StringField()
class NextDebugImageSampleRequest(Base):
task: str = StringField(required=True)
scroll_id: Optional[str] = StringField()
navigate_earlier: bool = BoolField(default=True)
class GetDebugImageSampleRequest(TaskMetricVariant):
iteration: Optional[int] = IntField()
refresh: bool = BoolField(default=False)
scroll_id: Optional[str] = StringField()
class TaskPlotsRequest(Base):
task: str = StringField(required=True)
iters: int = IntField(default=1)
scroll_id: str = StringField()
no_scroll: bool = BoolField(default=False)
metrics: Sequence[MetricVariants] = ListField(items_types=MetricVariants)
class DeleteRequest(UpdateRequest):
move_to_trash = BoolField(default=True)
return_file_urls = BoolField(default=False)
delete_output_models = BoolField(default=True)
class ValidateResponse(Base):
valid = BoolField(required=True)
msg = StringField()
user = StringField()
company = StringField()
class DeleteRequest(QueueRequest):
force = BoolField(default=False)
class UpdateRequest(TaskRequest):
status_reason = StringField(default="")
status_message = StringField(default="")
force = BoolField(default=False)
class LogEventsRequest(Base):
task: str = StringField(required=True)
batch_size: int = IntField(default=500)
navigate_earlier: bool = BoolField(default=True)
refresh: bool = BoolField(default=False)
scroll_id: str = StringField()
class PublishRequest(UpdateRequest):
publish_model = BoolField(default=True)
class ResetRequest(UpdateRequest):
clear_all = BoolField(default=False)
class DeleteArtifactsRequest(TaskRequest):
artifacts = ListField([ArtifactId], validators=Length(minimum_value=1))
force = BoolField(default=False)
class ServerErrors(Base):
missed_es_upgrade = BoolField(default=False)
es_connection_error = BoolField(default=False)
class BasicMode(Base):
enabled = BoolField(default=False)
guest = callable_default(EmbeddedField)(BasicGuestMode,
default=BasicGuestMode)
class BasicGuestMode(Base):
enabled = BoolField(default=False)
name = StringField()
username = StringField()
password = StringField()
class TaskUpdateRequest(TaskRequest):
force = BoolField(default=False)
class LogEventsRequest(TaskEventsRequestBase):
batch_size: int = IntField(default=5000)
navigate_earlier: bool = BoolField(default=True)
from_timestamp: Optional[int] = IntField()
order: Optional[str] = ActualEnumField(LogOrderEnum)
class DeleteConfigurationRequest(TaskRequest):
configuration: Sequence[str] = ListField(
[str], validators=Length(minimum_value=1))
force = BoolField(default=False)
class DeleteRequest(UpdateRequest):
move_to_trash = BoolField(default=True)
class ReportStatsOptionRequest(Base):
enabled = BoolField(default=None, nullable=True)
class GetStatsRequest(StatsReportBase):
items = ListField(StatItem,
required=True,
validators=validators.Length(minimum_value=1))
split_by_variant = BoolField(default=False)
class DeleteHyperParamsRequest(TaskRequest):
hyperparams: Sequence[HyperParamKey] = ListField(
[HyperParamKey], validators=Length(minimum_value=1))
force = BoolField(default=False)
class LogEventsRequest(Base):
task: str = StringField(required=True)
batch_size: int = IntField(default=500)
navigate_earlier: bool = BoolField(default=True)
from_timestamp: Optional[int] = IntField()
order: Optional[str] = ActualEnumField(LogOrderEnum)
class EditConfigurationRequest(TaskRequest):
configuration: Sequence[Configuration] = ListField(
[Configuration], validators=Length(minimum_value=1))
replace_configuration = BoolField(default=False)
force = BoolField(default=False)