Querying the List of Service Objects

You can use the API to obtain the service object list of a user.

Sample Code

In the ModelArts notebook instance, you do not need to enter authentication parameters for session authentication. For details about session authentication of other development environments, see Session Authentication.

• Scenario 1: Query all service objects of a user.

  from modelarts.session import Session
  from modelarts.model import Predictor
  session = Session()
  predictor_list_object_resp = Predictor.get_service_object_list(session)
  

• Scenario 2: Query a service object based on the search criteria.

  from modelarts.session import Session
  from modelarts.model import Predictor
  session = Session()
  predictor_object_list = Predictor.get_service_object_list(session, service_name="digit", order="asc", offset="0", infer_type="real-time")
  

Parameter Description

• You can use the API to query the service list. The list size is equal to the number of services deployed by the user. Each element in the list is a predictor object. The object attributes are the same as those in service initialization.

  For example, in service_list_resp = [service_instance1, service_instance2, service_instance3 ...], each service_instance in the list is a service API that can be called in the service management section.

• The service list can be queried based on the query parameters. Table 1 describes the query parameters.

• When the model list is queried, details about the services are returned. See Table 2 and Table 3.

Table 1 Query parameter description

Parameter	Mandatory	Type	Description
session	Yes	Object	Session object. For details about the initialization method, see Session Authentication.
is_show	No	Boolean	Whether to print service object information. Default value: True
service_id	No	String	Service ID. By default, the service ID is not filtered.
service_name	No	String	Service name. By default, the service name is not filtered.
infer_type	No	String	Inference mode. The value can be real-time or batch. By default, this parameter is left blank.
offset	No	Integer	Start page of the paging list. Default value: 0
limit	No	Integer	Maximum number of records returned on each page. Default value: 1000
sort_by	No	String	Sorting mode. The value can be publish_at or service_name. Default value: publish_at
order	No	String	Sorting order. The value can be asc or desc, indicating the ascending or descending order. Default value: desc
model_id	No	String	Model ID. By default, the model ID is not filtered.

Table 2 get_service_list response parameters

Parameter	Type	Description
total_count	Integer	Total number of services that meet the search criteria when no paging is implemented
count	Integer	Number of services in the query result. If offset and limit are not set, the values of count and total are the same.
services	service array	Collection of the queried services

Table 3 service parameters

Parameter	Type	Description
service_id	String	Service ID
service_name	String	Service name
description	String	Service description
tenant	String	Tenant to whom a service belongs
project	String	Project to which a service belongs
owner	String	User to whom a service belongs
publish_at	Number	Latest service publishing time, in milliseconds calculated from 1970.1.1 0:0:0 UTC
infer_type	String	Inference mode. The value can be real-time or batch.
status	String	Service status. The value can be running, deploying, concerning, failed, stopped, or finished.
progress	Integer	Deployment progress. This parameter is returned when status is deploying.
invocation_times	Number	Total number of service calls
failed_times	Number	Number of failed service calls
is_shared	Boolean	Whether a service is subscribed
shared_count	Number	Number of subscriptions

last updated: 2024-11-14 08:44 UTC - commit: 3b80612feba1452e3d3adbec6770d8e1b5070820