Model(mapping=None, *, ignore_unknown_fields=False, **kwargs)Model represents a trained model.
Attributes |
|
|---|---|
| Name | Description |
name |
str
Output only. The resource name of the Model. format: "/projects/{project_num}/locations/{location}/instances/{instance}/models/{model}". |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. The timestamp of creation of this resource. |
update_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. The timestamp of the most recent update of this resource. |
labels |
MutableMapping[str, str]
Labels |
state |
google.cloud.financialservices_v1.types.Model.State
Output only. State of the model (creating, active, deleting, etc.) |
engine_version |
str
Output only. The EngineVersion used in training this model. This is output only, and is determined from the EngineConfig used. |
engine_config |
str
Required. The resource name of the EngineConfig the model training will be based on. Format: "/projects/{project_num}/locations/{location}/instances/{instance}/engineConfigs/{engineConfig}". |
primary_dataset |
str
Required. The resource name of the Primary Dataset used in this model training. For information about how primary and auxiliary datasets are used, refer to the engine version's documentation. Format: "/projects/{project_num}/locations/{location}/instances/{instance}/datasets/{dataset}". |
end_time |
google.protobuf.timestamp_pb2.Timestamp
Required. End_time specifies the latest time from which labels are used and from which data is used to generate features for training. End_time should be no later than the end of the date_range of the dataset. |
line_of_business |
google.cloud.financialservices_v1.types.LineOfBusiness
Output only. The line of business (Retail/Commercial) this model is used for. Determined by EngineConfig, cannot be set by user. |
Classes
LabelsEntry
LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)The abstract base class for a message.
| Parameters | |
|---|---|
| Name | Description |
kwargs |
dict
Keys and values corresponding to the fields of the message. |
mapping |
Union[dict,
A dictionary or message to be used to determine the values for this message. |
ignore_unknown_fields |
Optional(bool)
If True, do not raise errors for unknown fields. Only applied if |
State
State(value)The possible states of a resource.