Running Locally Without Docker

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cd app
python main.py

Building & Running Locally With Docker

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Build the image:

docker build -t modelapi .

Spin up container:

docker run -ip 8080:8080 modelapi

Deploying To Google Cloud Run

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Submit the image to Google Container Registry:

gcloud builds submit --tag gcr.io/<project-id>/modelapi

Deploy the app to Cloud Run

gcloud run deploy --image gcr.io/<project-id>/modelapi --platform managed