When can one find logs for Vertex AI Batch Prediction jobs? - google-cloud-platform

I couldn't find relevant information in the Documentation. I have tried all options and links in the batch transform pages.

They can be found, but unfortunately not via any links in the Vertex AI console.
Soon after the batch prediction job fails, go to Logging -> Logs Explorer and create a query like this, replacing YOUR_PROJECT with the name of your gcp project:
logName:"projects/YOUR_PROJECT/logs/ml.googleapis.com"
First look for the same error reported by the Batch Prediction page in the Vertex AI console: "Job failed. See logs for full details."
The log line above the "Job Failed" error will likely report the real reason your batch prediction job failed.

I have found that just going to Cloud logger after batch prediction job fails and clicking run query shows the error details

Related

Getting an error in AWS Glue -> Jobs(New) Failed to update job [gluestudio-service.us-east-2.amazonaws.com] updateDag: InternalFailure: null

I've been using AWS Glue studio for Job creation. Till now I was using Job Legacy but recently Amazon has migrated to the new version Glue Job v_3.0 Where I am trying to create a job using Spark script editor.
Steps to be followed
Open Region-Code/console.aws.amazon.com/glue/home?region=Region-Code#/v2/home
Click Create Job link
Select Spark script editor
Make sure you selected the Create a new script with boilerplate code
Then click the Create button in the top right corner.
When I try to save the Job after fill all the required information, I'm getting an error like below
Failed to update job
[gluestudio-service.us-east-1.amazonaws.com] createJob: InternalServiceException: Failed to meet resource limits for operation
Screenshot
Note
I've tried the Legacy Job creation as well where I was getting an error like below
{"service":"AWSGlue","statusCode":400,"errorCode":"ResourceNumberLimitExceededException","requestId":"179c2de8-6920-4adf-8791-ece7cbbfbc63","errorMessage":"Failed to meet resource limits for operation","type":"AwsServiceError"}
Is this something related to Internal configuration issue?
As I was using client's provided account I don't have permission to see the Limitations and all

AutoML training pipeline job failed. Where can I find the logs?

I am using Vertex AI's AutoML to train a model an it fails with the error message show below. Where can I find the logs for this job?
Training pipeline failed with error message: Job failed. See logs for details.
I had the same issue just now, raised a case with Google who told me how to find the error logs.
In GCP Log Explorer, you need a filter of resource.type = "ml_job" (make sure your time range is set correctly, too!)

Dataflow job can't be created for several hours

I submitted a job to Dataflow yesterday and today its status is still "Not started". But when I clicked into the job's title, it first game me a message "The graph is still being analysed" and it returned an error message to the top of the page that said "A job with ID "xxxxxx" doesn't exist".
What I want to do is to remove the job from the list. But it seems I can't perform any actions to the job.
Problem solved.
After I enabled the Dataflow API, the job could be successfully run.

PubSub resource setup failing for Dataflow job when assigning timestampLabel

After modifying my job to start using timestampLabel when reading from PubSub, resource setup seems to break every time I try to start the job with the following error:
(c8bce90672926e26): Workflow failed. Causes: (5743e5d17dd7bfb7): Step setup_resource_/subscriptions/project-name/subscription-name__streaming_dataflow_internal25: Set up of resource /subscriptions/project-name/subscription-name__streaming_dataflow_internal failed
where project-name and subscription-name represent the actual values of my project and PubSub subscription I'm trying to read from. Before trying to attach timestampLabel on message entry, the job was working correctly, consuming messages from the specified PubSub subscription, which should mean that my API/network settings are OK.
I'm also noticing two warnings with the payload
Internal Issue (119d3b54af281acf): 65177287:8503
but no more information can be found in the worker logs. For the few seconds that my job is setting up I can see the timestampLabel being set in the first step of the pipeline. Unfortunately I can't find any other cases or documentation about this error.
When using the timestampLabel feature, a second subscription is created for tracking purposes. Double check the permission settings on your topic to make sure it matches the permissions required.

Informatica : Can not rename workflow log file

I all
I have a job schudled by tivoli for an Informatica workflow.
i have checked property to save workflow logs for 5 runs.
Job is running fine through informatica but if u try to run is from tivoli using pmcmd it fails to rename the workflow log file .
pLease help , i am getting this error :
Cannot rename workflow log file [E:\Informatica\etl_d\WorkflowLogs\wf_T.log.bin] to [E:\Informatica\etl_d\WorkflowLogs\wf_T.log.4.bin]. Please check the Integration Service log for more information.
Disconnecting from Integration Service
Check the log file name in Workflow Edit options. Possibly you have same workflow log file name for multiple workflows.
HTH
Irfan