CODEWITHSUNDEEP
google-cloud-platformgoogle-cloud-vertex-ai
Sujit Sagar
Sujit Sagar

Reputation: 51

When can one find logs for Vertex AI Batch Prediction jobs?

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

Upvotes: 5

Views: 1718

Answers (3)

Shawn
Shawn

Reputation: 1593

The container logs are now exported to the user project in logs explorer.

Upvotes: 0

yashdeepKumar
yashdeepKumar

Reputation: 25

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

Upvotes: 0

jb_ml_eng
jb_ml_eng

Reputation: 71

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.

Upvotes: 4

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