MLOps series #1 : Batch scoring with Mlflow Model (Mleap flavor) on Google Cloud Platform
| #! bin/bash | |
| #Pass CLUSTER_NAME, REGION AND BUCKET parameters (or use default parameters) | |
| CLUSTER_NAME=${1:-cluster-00000} | |
| REGION=${2:-europe-west6} | |
| BUCKET=${3:-cloud-demo-databrick-gcp} | |
| #Run job | |
| gcloud dataproc jobs submit pyspark \ | |
| --cluster ${CLUSTER_NAME} \ | |
| --region ${REGION} \ | |
| gs://${BUCKET}/2_model/score.py --input "gs://cloud-demo-databrick-gcp/1_data/boston_house_prices_toscore.csv" --output "gs://cloud-demo-databrick-gcp/1_data/boston_house_prices_scored.csv" |
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