apiVersion: v1
# To disable the application change enabled: false
enabled: true
# The name of your project
name: my-fastapi-hf-app
# You should replace this with a Docker image you build
image: paperspace/fastapi-hf-template-app:2023-06-20
# Using integrations to bring in external resource
# (e.g. Hugging Face model, S3 bucket)
integrations:
  - type: git-lfs # git-lfs used for Hugging Face models
    name: opus-mt-en-es
    url: https://huggingface.co/Helsinki-NLP/opus-mt-en-es # English to Spanish translation model
    path: /opt/integrations/opus-mt-en-es
# Deploy safely by using health checks, preventing traffic from being 
# routed to unhealthy instances
healthChecks:
  startup:
    path: /
    port: 8000
  readiness:
    path: /
    port: 8000
  liveness:
    path: /
    port: 8000
# The resources section defines the compute resources used by your service. 
# You can specify a number of replicas, an instance type, and autoscaling 
# settings here
resources:
  replicas: 1
  machineType: C5
  # The ports the service is running on inside the above image
  ports: [8000]
  autoscaling:
    enabled: true
    maxReplicas: 2
    metrics:
      - metric: requestDuration
        summary: average
        value: 1.2
      - metric: cpu
        summary: average
        value: 75