- gcloud auth login
- bq --project_id taxi-rides-ny extract -m nytaxi.tip_model gs://taxi_ml_model/tip_model
- mkdir /tmp/model
- gsutil cp -r gs://taxi_ml_model/tip_model /tmp/model
- mkdir -p serving_dir/tip_model/1
- cp -r /tmp/model/tip_model/* serving_dir/tip_model/1
- docker pull tensorflow/serving
- docker run -p 8501:8501 --mount type=bind,source=
pwd/serving_dir/tip_model,target= /models/tip_model -e MODEL_NAME=tip_model -t tensorflow/serving & - curl -d '{"instances": [{"passenger_count":1, "trip_distance":12.2, "PULocationID":"193", "DOLocationID":"264", "payment_type":"2","fare_amount":20.4,"tolls_amount":0.0}]}' -X POST http://localhost:8501/v1/models/tip_model:predict
- http://localhost:8501/v1/models/tip_model