black_friday_challenge_train.sh

PROJECT_ID=<PROJECT_ID>
BUCKET_NAME="${PROJECT_ID}-black-friday-demo-bucket"
MODEL_NAME=black_friday_forecast
REGION=us-central1
VERSION='v'`date '+%Y%m%d_%H%M%S'`
MODEL_PATH=gs://$BUCKET_NAME/models/$VERSION/model

gcloud ai-platform jobs submit training black_friday_forecast_$(date +"%Y%m%d_%H%M%S") \
  --job-dir gs://$BUCKET_NAME/models/$VERSION/job_dir \
  --package-path ./train \
  --module-name train.train \
  --region $REGION \
  --runtime-version 1.15 \
  --python-version 2.7 \
  --scale-tier BASIC \
  --stream-logs \
  --project ${PROJECT_ID} \
  -- \
  --csv-data-path gs://${BUCKET_NAME}/data/train.csv \
  --model-dir $MODEL_PATH \
  --model-name random_forest