name: carbon-intensity plugin demo
description:
tags:
initialize:
  plugins:
    interpolate:
      method: Interpolation
      path: "builtin"
      config:
        method: linear
        x: [0, 10, 50, 100]
        y: [0.12, 0.32, 0.75, 1.02]
        input-parameter: "cpu/utilization"
        output-parameter: "cpu-factor"
    cpu-factor-to-wattage:
      method: Multiply
      path: builtin
      config:
        input-parameters: ["cpu-factor", "thermal-design-power"]
        output-parameter: "cpu-wattage"
    wattage-times-duration:
      method: Multiply
      path: builtin
      config:
        input-parameters: ["cpu-wattage", "duration"]
        output-parameter: "cpu-wattage-times-duration"
    wattage-to-energy-kwh:
      method: Divide
      path: "builtin"
      config:
        numerator: cpu-wattage-times-duration
        denominator: 3600000
        output: cpu-energy-raw
    calculate-vcpu-ratio:
      method: Divide
      path: "builtin"
      config:
        numerator: vcpus-total
        denominator: vcpus-allocated
        output: vcpu-ratio
    correct-cpu-energy-for-vcpu-ratio:
      method: Divide
      path: "builtin"
      config:
        numerator: cpu-energy-raw
        denominator: vcpu-ratio
        output: cpu-energy-kwh
tree:
  children:
    child:
      pipeline:
        compute:
          - interpolate
          - cpu-factor-to-wattage
          - wattage-times-duration
          - wattage-to-energy-kwh
          - calculate-vcpu-ratio
          - correct-cpu-energy-for-vcpu-ratio
      defaults:
        thermal-design-power: 100
        vcpus-total: 8
        vcpus-allocated: 2
      inputs:
        - timestamp: 2023-08-06T00:00
          duration: 360
          cpu/utilization: 1
          carbon: 30
        - timestamp: 2023-09-06T00:00
          duration: 360
          carbon: 30
          cpu/utilization: 10
        - timestamp: 2023-10-06T00:00
          duration: 360
          carbon: 30
          cpu/utilization: 50
        - timestamp: 2023-10-06T00:00
          duration: 360
          carbon: 30
          cpu/utilization: 100