Obtaining Training Job Logs

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: Use the specified job_id and version_id.

  from modelarts.session import Session
  from modelarts.estimator import Estimator
  session = Session()
  estimator = Estimator(modelarts_session=session, job_id="182626", version_id="278813")
  job_log = estimator.get_job_log(log_file='job-job-0713-191758.0')
  

• Method 2: Use the training job created in Creating a Training Job.

  job_log = job_instance.get_job_log(log_file='job-job-0713-191758.0')
  

• Method 3: Use the training job version object returned in Querying the List of Training Job Versions.

  job_log = job_version_instance_list[0].get_job_log(log_file='job-job-0713-191758.0')
  

Parameter Description

Table 1 Estimator request parameters

Parameter	Mandatory	Type	Description
modelarts_session	Yes	Object	Session object. For details about the initialization method, see Session Authentication.
job_id	Yes	String	ID of a training job. Obtain job_id using the training job object generated in Creating a Training Job, for example, job_instance.job_id, or from the response in Obtaining Training Jobs.
version_id	Yes	String	Version ID of a training job. Obtain version_id using the training job object generated in Creating a Training Job, for example, job_instance.version_id, or from the response in Obtaining Training Jobs.

Table 2 get_job_log request parameters

Parameter	Mandatory	Type	Description
log_file	Yes	String	Name of a training job log file
start_byte	No	Long	Start position for obtaining the log. The default value is 0. The value range is [-1, +∞]. If the value is -1, the log with the latest offset is obtained.
offset	No	Long	Length of the obtained log. The default value is 2048. The value range is [-2048, 2048].

Table 3 get_job_log response parameters

Parameter	Type	Description
error_msg	String	Error message when the API call fails. This parameter is not included when the API call succeeds.
error_code	String	Error code when the API fails to be called. For details, see Error Codes in ModelArts API Reference. This parameter is not included when the API call succeeds.
content	String	Content of the requested log
lines	Integer	Number of lines in the log
start_line	String	Start position of the obtained log
end_line	String	End position of the obtained log

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