Batch Prediction Jobs

Pre-requisites

• Install MinIO with Seldon Enterprise Platform.

• Set up the namespace with a service account for a production environment. For more information, see the argo install.

This demo helps you learn about:

• Deploying a pipeline with a pretrained SKlearn iris model

• Running a batch job to get predictions

• Checking the output

1. Click the Create new deployment in the Overview page.

2. Enter the deployment details as follows:

   • Name: batch-demo

   • Namespace: seldon

1. Download the input data file iris-input.txt. The format for the iris-input.txt is Open Inference Protocol.

1. Go to the MinIO browser and create a bucket named data.

2. Upload the iris-input.txt file to the data bucket.

1. Click the new pipeline batch-demo tile in the Overview page.

2. Click the Batch Jobs option the left pane.

3. Click Create Your First Job and type the following details:

4. After a couple of minutes when the job is complete, refresh the page to see the status.

5. Inspect the output file in MinIO:

If you open the output file you should see contents such as:

If not, see the for troubleshooting.