Obtaining Service Logs
You can use the API to obtain the logs of a service object.
Sample Code
In ModelArts notebook, you do not need to enter authentication parameters for session authentication. For details about session authentication of other development environments, see Session Authentication.
- Method 1: Obtain the logs of a service based on the service object created in Deploying a Real-Time Service.
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from modelarts.session import Session from modelarts.model import Predictor session = Session() predictor_instance = Predictor(session, service_id="your_service_id") predictor_log = predictor_instance.get_service_logs() print(predictor_log)
- Method 2: Obtain the logs of a service based on the service object returned in Obtaining Service Objects.
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from modelarts.session import Session from modelarts.model import Predictor session = Session() predictor_object_list = Predictor.get_service_object_list(session) predictor_instance = predictor_object_list[0] predictor_log = predictor_instance.get_service_logs() print(predictor_log)
Parameters
| Parameter | Type | Description |
|---|---|---|
| service_id | String | Service ID |
| service_name | String | Service name |
| logs | log array | Service update logs |
| Parameter | Type | Description |
|---|---|---|
| update_time | Long | Time when a service is updated, in milliseconds calculated from 1970.1.1 0:0:0 UTC |
| result | String | Update result. The value can be SUCCESS, FAIL, or RUNNING. |
| config | config array | Updated service configurations. This parameter is returned when infer_type is set to real-time. |
| Parameter | Type | Description |
|---|---|---|
| model_id | String | Model ID |
| model_name | String | Model name |
| model_version | String | Model version |
| weight | Integer | Traffic weight allocated to a model |
| specification | String | Resource flavor |
| instance_count | Integer | Number of instances deployed in a model |
| envs | Map<String, String> | Environment variable key-value pair required for running a model |
| Parameter | Type | Description |
|---|---|---|
| node_name | String | Name of an edge node |
| operation | String | Operation type. The value can be deploy or delete. |
| result | Boolean | Operation result. true indicates a successful operation, and false indicates a failed operation. |
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