# View the docs https://docs.anyscale.com/reference/service-api#serviceconfig.

name: video-analysis-app

image_uri:  # add image uri here

compute_config:
  head_node:
    instance_type: m5.2xlarge
  worker_nodes:
    - instance_type: m8i.4xlarge
      min_nodes: 1
      max_nodes: 32
    - instance_type: g6.xlarge
      min_nodes: 1
      max_nodes: 32

working_dir: .
excludes:
    - .git
    - .env
    - .venv
    - '**/*.egg-info/**'
    - '**/.DS_Store/**'
    - '**/__pycache__/**'

applications:
- name: app1
  route_prefix: /
  import_path: app:app
  runtime_env: {}
  autoscaling_policy:
    policy_function: autoscaling_policy:coordinated_scaling_policy
  deployments:
  - name: VideoEncoder
    num_replicas: "auto"
    max_ongoing_requests: 2
    autoscaling_config:
      min_replicas: 1
      initial_replicas: null
      max_replicas: 32
      target_ongoing_requests: 2.0
      metrics_interval_s: 10.0
      look_back_period_s: 30.0
      smoothing_factor: 1.0
      upscale_smoothing_factor: null
      downscale_smoothing_factor: null
      upscaling_factor: null
      downscaling_factor: null
      downscale_delay_s: 600.0
      downscale_to_zero_delay_s: null
      upscale_delay_s: 30.0
      aggregation_function: mean
    ray_actor_options:
      num_cpus: 2.0
      num_gpus: 1.0
  - name: MultiDecoder
    num_replicas: "auto"
    max_ongoing_requests: 4
    autoscaling_config:
      min_replicas: 1
      initial_replicas: null
      max_replicas: 32
      target_ongoing_requests: 2.0
      metrics_interval_s: 10.0
      look_back_period_s: 30.0
      smoothing_factor: 1.0
      upscale_smoothing_factor: null
      downscale_smoothing_factor: null
      upscaling_factor: null
      downscaling_factor: null
      downscale_delay_s: 600.0
      downscale_to_zero_delay_s: null
      upscale_delay_s: 30.0
      aggregation_function: mean
    ray_actor_options:
      num_cpus: 1.0
  - name: VideoAnalyzer
    num_replicas: "auto"
    max_ongoing_requests: 4
    autoscaling_config:
      min_replicas: 1
      initial_replicas: null
      max_replicas: 64
      target_ongoing_requests: 2.0
      metrics_interval_s: 10.0
      look_back_period_s: 30.0
      smoothing_factor: 1.0
      upscale_smoothing_factor: null
      downscale_smoothing_factor: null
      upscaling_factor: null
      downscaling_factor: null
      downscale_delay_s: 600.0
      downscale_to_zero_delay_s: null
      upscale_delay_s: 30.0
      aggregation_function: mean
    ray_actor_options:
      num_cpus: 6.0