gcp_financialservices_engine_config

ancestors

Type: UNORDERED_LIST_STRING

create_time

Type: TIMESTAMP
Provider name: createTime
Description: Output only. The timestamp of creation of this resource.

engine_version

Type: STRING
Provider name: engineVersion
Description: Required. The resource name of the EngineVersion used in this model tuning. format: /projects/{project_num}/locations/{location}/instances/{instance}/engineVersions/{engine_version}

hyperparameter_source

Type: STRUCT
Provider name: hyperparameterSource
Description: Optional. Configuration of hyperparameters source EngineConfig.

• source_engine_config
  Type: STRING
  Provider name: sourceEngineConfig
  Description: Required. The resource name of the source EngineConfig whose outputs are used. Format: /projects/{project_num}/locations/{location}/instances/{instance}/engineConfigs/{engine_config}
  
• source_engine_version
  Type: STRING
  Provider name: sourceEngineVersion
  Description: Output only. The resource name of the EngineVersion that was used in the tuning run. Format: /projects/{project_num}/locations/{location}/instances/{instance}/engineVersions/{engine_version}
  

hyperparameter_source_type

Type: STRING
Provider name: hyperparameterSourceType
Description: Optional. The origin of hyperparameters for the created EngineConfig. The default is TUNING. In this case, the hyperparameters are selected as a result of a tuning run.
Possible values:

• HYPERPARAMETER_SOURCE_TYPE_UNSPECIFIED - Hyperparameter source type is unspecified, defaults to TUNING.
  
• TUNING - The EngineConfig creation starts a tuning job which selects the best hyperparameters.
  
• INHERITED - The hyperparameters are inherited from another EngineConfig.
  

labels

Type: UNORDERED_LIST_STRING

line_of_business

Type: STRING
Provider name: lineOfBusiness
Description: Output only. The line of business (Retail/Commercial) this engine config is used for. Determined by EngineVersion, cannot be set by user.
Possible values:

• LINE_OF_BUSINESS_UNSPECIFIED - An unspecified LineOfBusiness. Do not use.
  
• COMMERCIAL - Commercial LineOfBusiness.
  
• RETAIL - Retail LineOfBusiness.
  

name

Type: STRING
Provider name: name
Description: Output only. The resource name of the EngineConfig. format: /projects/{project_num}/locations/{location}/instances/{instance}/engineConfigs/{engine_config}

organization_id

Type: STRING

parent

Type: STRING

performance_target

Type: STRUCT
Provider name: performanceTarget
Description: Optional. PerformanceTarget gives information on how the tuning and training will be evaluated. This field is required if hyperparameter_source.type is not INHERITED, and output-only otherwise.

• party_investigations_per_period_hint
  Type: INT64
  Provider name: partyInvestigationsPerPeriodHint
  Description: Required. A number that gives the tuner a hint on the number of parties from this data that will be investigated per period (monthly). This is used to control how the model is evaluated. For example, when trying AML AI for the first time, we recommend setting this to the number of parties investigated in an average month, based on alerts from your existing automated alerting system.
  

project_id

Type: STRING

project_number

Type: STRING

resource_name

Type: STRING

state

Type: STRING
Provider name: state
Description: Output only. State of the EngineConfig (creating, active, deleting, etc.)
Possible values:

• STATE_UNSPECIFIED - State is unspecified, should not occur.
  
• CREATING - The resource has not finished being created.
  
• ACTIVE - The resource is active/ready to be used.
  
• UPDATING - The resource is in the process of being updated.
  
• DELETING - The resource is in the process of being deleted.
  

tags

Type: UNORDERED_LIST_STRING

tuning

Type: STRUCT
Provider name: tuning
Description: Optional. Configuration for tuning in creation of the EngineConfig. This field is required if hyperparameter_source.type is not INHERITED, and output-only otherwise.

• end_time
  Type: TIMESTAMP
  Provider name: endTime
  Description: Required. End_time specifies the latest time from which labels are used and from which data is used to generate features for tuning. End_time should be no later than the end of the date_range of the dataset.
  
• primary_dataset
  Type: STRING
  Provider name: primaryDataset
  Description: Required. The resource name of the Primary Dataset used in this model tuning. 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}
  

update_time

Type: TIMESTAMP
Provider name: updateTime
Description: Output only. The timestamp of the most recent update of this resource.