@grnsft/if/manifests/outputs/pipelines/nesting.yaml

Impact Framework

name: nesting
description: a manifest that includes nested child components
tags:
  kind: web
  complexity: moderate
  category: on-premise
aggregation:
  metrics:
    - carbon
  type: both
initialize:
  plugins:
    interpolate:
      path: builtin
      method: Interpolation
      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
      parameter-metadata:
        inputs:
          cpu/utilization:
            unit: percentage
            description: refers to CPU utilization.
            aggregation-method:
              time: avg
              component: sum
        outputs:
          cpu-factor:
            unit: kWh
            description: result of interpolate
            aggregation-method:
              time: avg
              component: avg
    cpu-factor-to-wattage:
      path: builtin
      method: Multiply
      config:
        input-parameters:
          - cpu-factor
          - cpu/thermal-design-power
        output-parameter: cpu-wattage
      parameter-metadata:
        inputs:
          cpu-factor:
            unit: kWh
            description: result of interpolate
            aggregation-method:
              time: avg
              component: avg
          cpu/thermal-design-power:
            unit: kWh
            description: thermal design power for a processor
            aggregation-method:
              time: avg
              component: avg
        outputs:
          cpu-wattage:
            unit: kWh
            description: the energy used by the CPU
            aggregation-method:
              time: sum
              component: sum
    wattage-times-duration:
      path: builtin
      method: Multiply
      config:
        input-parameters:
          - cpu-wattage
          - duration
        output-parameter: cpu-wattage-times-duration
    wattage-to-energy-kwh:
      path: builtin
      method: Divide
      config:
        numerator: cpu-wattage-times-duration
        denominator: 3600000
        output: cpu-energy-raw
      parameter-metadata:
        inputs:
          cpu-wattage-times-duration:
            unit: kWh
            description: CPU wattage multiplied by duration
            aggregation-method:
              time: sum
              component: sum
        outputs:
          cpu-energy-raw:
            unit: kWh
            description: Raw energy used by CPU in kWh
            aggregation-method:
              time: sum
              component: sum
    calculate-vcpu-ratio:
      path: builtin
      method: Divide
      config:
        numerator: vcpus-total
        denominator: vcpus-allocated
        output: vcpu-ratio
      parameter-metadata:
        outputs:
          vcpu-ratio:
            unit: none
            description: Ratio of vCPUs
            aggregation-method:
              time: copy
              component: copy
    correct-cpu-energy-for-vcpu-ratio:
      path: builtin
      method: Divide
      config:
        numerator: cpu-energy-raw
        denominator: vcpu-ratio
        output: cpu-energy-kwh
    sci-embodied:
      path: builtin
      method: SciEmbodied
    operational-carbon:
      path: builtin
      method: Multiply
      config:
        input-parameters:
          - cpu-energy-kwh
          - grid/carbon-intensity
        output-parameter: carbon-operational
      parameter-metadata:
        inputs:
          cpu-energy-kwh:
            unit: kWh
            description: Corrected CPU energy in kWh
            aggregation-method:
              time: sum
              component: sum
          grid/carbon-intensity:
            unit: gCO2eq/kWh
            description: Carbon intensity for the grid
            aggregation-method:
              time: avg
              component: avg
        outputs:
          carbon-operational:
            unit: gCO2eq
            description: Operational carbon footprint
            aggregation-method:
              time: sum
              component: sum
    sci:
      path: builtin
      method: Sci
      config:
        functional-unit: requests
      parameter-metadata:
        inputs:
          requests:
            unit: none
            description: expressed the final SCI value
            aggregation-method:
              time: sum
              component: sum
    sum-carbon:
      path: builtin
      method: Sum
      config:
        input-parameters:
          - carbon-operational
          - embodied-carbon
        output-parameter: carbon
      parameter-metadata:
        inputs:
          carbon-operational:
            unit: gCO2eq
            description: Operational carbon footprint
            aggregation-method:
              time: sum
              component: sum
          embodied-carbon:
            unit: gCO2eq
            description: Embodied carbon footprint
            aggregation-method:
              time: sum
              component: sum
        outputs:
          carbon:
            unit: gCO2eq
            description: Total carbon footprint
            aggregation-method:
              time: sum
              component: sum
    time-sync:
      path: builtin
      method: TimeSync
      config:
        start-time: '2023-12-12T00:00:00.000Z'
        end-time: '2023-12-12T00:01:00.000Z'
        interval: 5
        allow-padding: true
      parameter-metadata:
        inputs:
          timestamp:
            unit: RFC3339
            description: refers to the time of occurrence of the input
            aggregation-method:
              time: none
              component: none
          duration:
            unit: seconds
            description: refers to the duration of the input
            aggregation-method:
              time: sum
              component: sum
          cloud/instance-type:
            unit: none
            description: type of Cloud Instance name used in the cloud provider APIs
            aggregation-method:
              time: copy
              component: copy
          cloud/region:
            unit: none
            description: region cloud instance
            aggregation-method:
              time: copy
              component: copy
          time-reserved:
            unit: seconds
            description: time reserved for a component
            aggregation-method:
              time: avg
              component: avg
          network/energy:
            unit: kWh
            description: Energy consumed by the Network of the component
            aggregation-method:
              time: sum
              component: sum
execution:
  command: >-
    /Users/manushak/.npm/_npx/1bf7c3c15bf47d04/node_modules/.bin/ts-node
    /Users/manushak/Documents/Projects/Green-Software/if/src/if-run/index.ts -m
    manifests/outputs/pipelines/nesting.yaml
  environment:
    if-version: 0.6.0
    os: macOS
    os-version: 14.6.1
    node-version: 18.20.4
    date-time: 2024-10-04T11:05:09.727Z (UTC)
    dependencies:
      - '@babel/core@7.22.10'
      - '@babel/preset-typescript@7.23.3'
      - '@commitlint/cli@18.6.0'
      - '@commitlint/config-conventional@18.6.0'
      - '@grnsft/if-core@0.0.25'
      - '@jest/globals@29.7.0'
      - '@types/jest@29.5.8'
      - '@types/js-yaml@4.0.9'
      - '@types/luxon@3.4.2'
      - '@types/node@20.9.0'
      - axios-mock-adapter@1.22.0
      - axios@1.7.2
      - cross-env@7.0.3
      - csv-parse@5.5.6
      - csv-stringify@6.4.6
      - fixpack@4.0.0
      - gts@5.2.0
      - husky@8.0.3
      - jest@29.7.0
      - js-yaml@4.1.0
      - lint-staged@15.2.2
      - luxon@3.4.4
      - release-it@16.3.0
      - rimraf@5.0.5
      - ts-command-line-args@2.5.1
      - ts-jest@29.1.1
      - typescript-cubic-spline@1.0.1
      - typescript@5.2.2
      - winston@3.11.0
      - zod@3.23.8
  status: success
tree:
  children:
    child-0:
      defaults:
        cpu/thermal-design-power: 100
        grid/carbon-intensity: 800
        device/emissions-embodied: 1533.12
        time-reserved: 3600
        device/expected-lifespan: 94608000
        vcpus-allocated: 1
        vcpus-total: 8
      pipeline:
        compute:
          - interpolate
          - cpu-factor-to-wattage
          - wattage-times-duration
          - wattage-to-energy-kwh
          - calculate-vcpu-ratio
          - correct-cpu-energy-for-vcpu-ratio
          - sci-embodied
          - operational-carbon
          - sum-carbon
          - time-sync
          - sci
      inputs:
        - timestamp: '2023-12-12T00:00:00.000Z'
          cloud/instance-type: A1
          cloud/region: uk-west
          duration: 1
          cpu/utilization: 50
          network/energy: 0.000001
          requests: 50
        - timestamp: '2023-12-12T00:00:01.000Z'
          duration: 5
          cpu/utilization: 20
          cloud/instance-type: A1
          cloud/region: uk-west
          network/energy: 0.000001
          requests: 60
        - timestamp: '2023-12-12T00:00:06.000Z'
          duration: 7
          cpu/utilization: 15
          cloud/instance-type: A1
          cloud/region: uk-west
          network/energy: 0.000001
          requests: 70
        - timestamp: '2023-12-12T00:00:13.000Z'
          duration: 30
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 15
          network/energy: 0.000001
          requests: 55
      outputs:
        - timestamp: '2023-12-12T00:00:00.000Z'
          cloud/instance-type: A1
          cloud/region: uk-west
          duration: 5
          cpu/utilization: 22
          network/energy: 0.0000018
          requests: 98
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.4065
          cpu-wattage: 109.19999999999999
          cpu-wattage-times-duration: 246
          cpu-energy-raw: 0.00006833333333333335
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000008541666666666668
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.006833333333333334
          carbon: 0.04647057331303907
          sci: 0.0004741895236024395
        - timestamp: '2023-12-12T00:00:05.000Z'
          duration: 5
          cpu/utilization: 13
          cloud/instance-type: A1
          cloud/region: uk-west
          network/energy: 7.714285714285713e-7
          requests: 52
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.30975
          cpu-wattage: 29.907142857142862
          cpu-wattage-times-duration: 192.25
          cpu-energy-raw: 0.00005340277777777778
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006675347222222222
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970574
          carbon-operational: 0.005340277777777777
          carbon: 0.044977517757483515
          sci: 0.0008649522645669907
        - timestamp: '2023-12-12T00:00:10.000Z'
          duration: 5
          cpu/utilization: 12
          cloud/instance-type: A1
          cloud/region: uk-west
          network/energy: 4.952380952380952e-7
          requests: 33.666666666666664
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 18.50952380952381
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222222
          vcpu-ratio: 8
          cpu-energy-kwh: 0.0000064887152777777775
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970574
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.0013315310555028106
        - timestamp: '2023-12-12T00:00:15.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 9.166666666666666
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.004890350422028504
        - timestamp: '2023-12-12T00:00:20.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 9.166666666666666
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.004890350422028504
        - timestamp: '2023-12-12T00:00:25.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 9.166666666666666
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.004890350422028504
        - timestamp: '2023-12-12T00:00:30.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 9.166666666666666
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.004890350422028504
        - timestamp: '2023-12-12T00:00:35.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 9.166666666666666
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.004890350422028504
        - timestamp: '2023-12-12T00:00:40.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 9
          network/energy: 1.e-7
          requests: 5.5
          cpu/thermal-design-power: 60
          grid/carbon-intensity: 480
          device/emissions-embodied: 1533.12
          time-reserved: 2160.2
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.22425
          cpu-wattage: 3.7375
          cpu-wattage-times-duration: 112.125
          cpu-energy-raw: 0.000031145833333333336
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000003893229166666667
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.02378234398782344
          carbon-operational: 0.0031145833333333334
          carbon: 0.02689692732115677
          sci: 0.004890350422028503
        - timestamp: '2023-12-12T00:00:45.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 0
          network/energy: 0
          requests: 0
          cpu/thermal-design-power: 0
          grid/carbon-intensity: 0
          device/emissions-embodied: 1533.12
          time-reserved: 0.8
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0
          cpu-wattage: 0
          cpu-wattage-times-duration: 0
          cpu-energy-raw: 0
          vcpu-ratio: 8
          cpu-energy-kwh: 0
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0
          carbon-operational: 0
          carbon: 0
          sci: 0
        - timestamp: '2023-12-12T00:00:50.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 0
          network/energy: 0
          requests: 0
          cpu/thermal-design-power: 0
          grid/carbon-intensity: 0
          device/emissions-embodied: 1533.12
          time-reserved: 0.8
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0
          cpu-wattage: 0
          cpu-wattage-times-duration: 0
          cpu-energy-raw: 0
          vcpu-ratio: 8
          cpu-energy-kwh: 0
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0
          carbon-operational: 0
          carbon: 0
          sci: 0
        - timestamp: '2023-12-12T00:00:55.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 0
          network/energy: 0
          requests: 0
          cpu/thermal-design-power: 0
          grid/carbon-intensity: 0
          device/emissions-embodied: 1533.12
          time-reserved: 0.8
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0
          cpu-wattage: 0
          cpu-wattage-times-duration: 0
          cpu-energy-raw: 0
          vcpu-ratio: 8
          cpu-energy-kwh: 0
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0
          carbon-operational: 0
          carbon: 0
          sci: 0
      aggregated:
        carbon: 0.3873142916032471
    child-1:
      defaults:
        cpu/thermal-design-power: 100
        grid/carbon-intensity: 800
        device/emissions-embodied: 1533.12
        time-reserved: 3600
        device/expected-lifespan: 94608000
        vcpus-allocated: 1
        vcpus-total: 8
      pipeline:
        compute:
          - interpolate
          - cpu-factor-to-wattage
          - wattage-times-duration
          - wattage-to-energy-kwh
          - calculate-vcpu-ratio
          - correct-cpu-energy-for-vcpu-ratio
          - sci-embodied
          - operational-carbon
          - sum-carbon
          - time-sync
          - sci
      inputs:
        - timestamp: '2023-12-12T00:00:00.000Z'
          cloud/instance-type: A1
          cloud/region: uk-west
          duration: 1
          cpu/utilization: 50
          network/energy: 0.000001
          requests: 10
        - timestamp: '2023-12-12T00:00:01.000Z'
          duration: 5
          cpu/utilization: 20
          cloud/instance-type: A1
          cloud/region: uk-west
          network/energy: 0.000001
          requests: 90
        - timestamp: '2023-12-12T00:00:06.000Z'
          duration: 7
          cpu/utilization: 15
          cloud/instance-type: A1
          cloud/region: uk-west
          network/energy: 0.000001
          requests: 30
        - timestamp: '2023-12-12T00:00:13.000Z'
          duration: 30
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 15
          network/energy: 0.000001
          requests: 22
      outputs:
        - timestamp: '2023-12-12T00:00:00.000Z'
          cloud/instance-type: A1
          cloud/region: uk-west
          duration: 5
          cpu/utilization: 22
          network/energy: 0.0000018
          requests: 82
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.4065
          cpu-wattage: 109.19999999999999
          cpu-wattage-times-duration: 246
          cpu-energy-raw: 0.00006833333333333335
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000008541666666666668
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.006833333333333334
          carbon: 0.04647057331303907
          sci: 0.0005667143086955984
        - timestamp: '2023-12-12T00:00:05.000Z'
          duration: 5
          cpu/utilization: 13
          cloud/instance-type: A1
          cloud/region: uk-west
          network/energy: 7.714285714285713e-7
          requests: 35.14285714285714
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.30975
          cpu-wattage: 29.907142857142862
          cpu-wattage-times-duration: 192.25
          cpu-energy-raw: 0.00005340277777777778
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006675347222222222
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970574
          carbon-operational: 0.005340277777777777
          carbon: 0.044977517757483515
          sci: 0.0012798480662698562
        - timestamp: '2023-12-12T00:00:10.000Z'
          duration: 5
          cpu/utilization: 12
          cloud/instance-type: A1
          cloud/region: uk-west
          network/energy: 4.952380952380952e-7
          requests: 14.323809523809523
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 18.50952380952381
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222222
          vcpu-ratio: 8
          cpu-energy-kwh: 0.0000064887152777777775
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970574
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.0031296291763314066
        - timestamp: '2023-12-12T00:00:15.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 3.6666666666666665
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.01222587605507126
        - timestamp: '2023-12-12T00:00:20.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 3.6666666666666665
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.01222587605507126
        - timestamp: '2023-12-12T00:00:25.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 3.6666666666666665
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.01222587605507126
        - timestamp: '2023-12-12T00:00:30.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 3.6666666666666665
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.01222587605507126
        - timestamp: '2023-12-12T00:00:35.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 12
          network/energy: 1.6666666666666668e-7
          requests: 3.6666666666666665
          cpu/thermal-design-power: 80
          grid/carbon-intensity: 640
          device/emissions-embodied: 1533.12
          time-reserved: 2880
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.29900000000000004
          cpu-wattage: 6.229166666666667
          cpu-wattage-times-duration: 186.875
          cpu-energy-raw: 0.00005190972222222223
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000006488715277777778
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.03963723997970573
          carbon-operational: 0.005190972222222222
          carbon: 0.04482821220192795
          sci: 0.01222587605507126
        - timestamp: '2023-12-12T00:00:40.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 9
          network/energy: 1.e-7
          requests: 2.1999999999999997
          cpu/thermal-design-power: 60
          grid/carbon-intensity: 480
          device/emissions-embodied: 1533.12
          time-reserved: 2160.2
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0.22425
          cpu-wattage: 3.7375
          cpu-wattage-times-duration: 112.125
          cpu-energy-raw: 0.000031145833333333336
          vcpu-ratio: 8
          cpu-energy-kwh: 0.000003893229166666667
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0.02378234398782344
          carbon-operational: 0.0031145833333333334
          carbon: 0.02689692732115677
          sci: 0.01222587605507126
        - timestamp: '2023-12-12T00:00:45.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 0
          network/energy: 0
          requests: 0
          cpu/thermal-design-power: 0
          grid/carbon-intensity: 0
          device/emissions-embodied: 1533.12
          time-reserved: 0.8
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0
          cpu-wattage: 0
          cpu-wattage-times-duration: 0
          cpu-energy-raw: 0
          vcpu-ratio: 8
          cpu-energy-kwh: 0
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0
          carbon-operational: 0
          carbon: 0
          sci: 0
        - timestamp: '2023-12-12T00:00:50.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 0
          network/energy: 0
          requests: 0
          cpu/thermal-design-power: 0
          grid/carbon-intensity: 0
          device/emissions-embodied: 1533.12
          time-reserved: 0.8
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0
          cpu-wattage: 0
          cpu-wattage-times-duration: 0
          cpu-energy-raw: 0
          vcpu-ratio: 8
          cpu-energy-kwh: 0
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0
          carbon-operational: 0
          carbon: 0
          sci: 0
        - timestamp: '2023-12-12T00:00:55.000Z'
          duration: 5
          cloud/instance-type: A1
          cloud/region: uk-west
          cpu/utilization: 0
          network/energy: 0
          requests: 0
          cpu/thermal-design-power: 0
          grid/carbon-intensity: 0
          device/emissions-embodied: 1533.12
          time-reserved: 0.8
          device/expected-lifespan: 94608000
          vcpus-allocated: 1
          vcpus-total: 8
          cpu-factor: 0
          cpu-wattage: 0
          cpu-wattage-times-duration: 0
          cpu-energy-raw: 0
          vcpu-ratio: 8
          cpu-energy-kwh: 0
          vCPUs: 1
          memory: 16
          ssd: 0
          hdd: 0
          gpu: 0
          usage-ratio: 1
          embodied-carbon: 0
          carbon-operational: 0
          carbon: 0
          sci: 0
      aggregated:
        carbon: 0.3873142916032471
    child-2:
      children:
        child-2-0:
          defaults:
            cpu/thermal-design-power: 100
            grid/carbon-intensity: 800
            device/emissions-embodied: 1533.12
            time-reserved: 3600
            device/expected-lifespan: 94608000
            vcpus-allocated: 1
            vcpus-total: 8
          pipeline:
            compute:
              - interpolate
              - cpu-factor-to-wattage
              - wattage-times-duration
              - wattage-to-energy-kwh
              - calculate-vcpu-ratio
              - correct-cpu-energy-for-vcpu-ratio
              - sci-embodied
              - operational-carbon
              - sum-carbon
              - time-sync
              - sci
          inputs:
            - timestamp: '2023-12-12T00:00:00.000Z'
              cloud/instance-type: A1
              cloud/region: uk-west
              duration: 1
              cpu/utilization: 50
              network/energy: 0.000001
              requests: 50
            - timestamp: '2023-12-12T00:00:01.000Z'
              duration: 5
              cpu/utilization: 20
              cloud/instance-type: A1
              cloud/region: uk-west
              network/energy: 0.000001
              requests: 65
            - timestamp: '2023-12-12T00:00:06.000Z'
              duration: 7
              cpu/utilization: 15
              cloud/instance-type: A1
              cloud/region: uk-west
              network/energy: 0.000001
              requests: 80
            - timestamp: '2023-12-12T00:00:13.000Z'
              duration: 30
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 15
              network/energy: 0.000001
              requests: 40
          outputs:
            - timestamp: '2023-12-12T00:00:00.000Z'
              cloud/instance-type: A1
              cloud/region: uk-west
              duration: 5
              cpu/utilization: 22
              network/energy: 0.0000018
              requests: 102
              cpu/thermal-design-power: 80
              grid/carbon-intensity: 640
              device/emissions-embodied: 1533.12
              time-reserved: 2880
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.4065
              cpu-wattage: 109.19999999999999
              cpu-wattage-times-duration: 246
              cpu-energy-raw: 0.00006833333333333335
              vcpu-ratio: 8
              cpu-energy-kwh: 0.000008541666666666668
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.03963723997970573
              carbon-operational: 0.006833333333333334
              carbon: 0.04647057331303907
              sci: 0.00045559385601018696
            - timestamp: '2023-12-12T00:00:05.000Z'
              duration: 5
              cpu/utilization: 13
              cloud/instance-type: A1
              cloud/region: uk-west
              network/energy: 7.714285714285713e-7
              requests: 58.71428571428572
              cpu/thermal-design-power: 80
              grid/carbon-intensity: 640
              device/emissions-embodied: 1533.12
              time-reserved: 2880
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.30975
              cpu-wattage: 29.907142857142862
              cpu-wattage-times-duration: 192.25
              cpu-energy-raw: 0.00005340277777777778
              vcpu-ratio: 8
              cpu-energy-kwh: 0.000006675347222222222
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.03963723997970574
              carbon-operational: 0.005340277777777777
              carbon: 0.044977517757483515
              sci: 0.0007660404484242933
            - timestamp: '2023-12-12T00:00:10.000Z'
              duration: 5
              cpu/utilization: 12
              cloud/instance-type: A1
              cloud/region: uk-west
              network/energy: 4.952380952380952e-7
              requests: 36.952380952380956
              cpu/thermal-design-power: 80
              grid/carbon-intensity: 640
              device/emissions-embodied: 1533.12
              time-reserved: 2880
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.29900000000000004
              cpu-wattage: 18.50952380952381
              cpu-wattage-times-duration: 186.875
              cpu-energy-raw: 0.00005190972222222222
              vcpu-ratio: 8
              cpu-energy-kwh: 0.0000064887152777777775
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.03963723997970574
              carbon-operational: 0.005190972222222222
              carbon: 0.04482821220192795
              sci: 0.0012131346085573285
            - timestamp: '2023-12-12T00:00:15.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 12
              network/energy: 1.6666666666666668e-7
              requests: 6.666666666666666
              cpu/thermal-design-power: 80
              grid/carbon-intensity: 640
              device/emissions-embodied: 1533.12
              time-reserved: 2880
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.29900000000000004
              cpu-wattage: 6.229166666666667
              cpu-wattage-times-duration: 186.875
              cpu-energy-raw: 0.00005190972222222223
              vcpu-ratio: 8
              cpu-energy-kwh: 0.000006488715277777778
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.03963723997970573
              carbon-operational: 0.005190972222222222
              carbon: 0.04482821220192795
              sci: 0.006724231830289193
            - timestamp: '2023-12-12T00:00:20.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 12
              network/energy: 1.6666666666666668e-7
              requests: 6.666666666666666
              cpu/thermal-design-power: 80
              grid/carbon-intensity: 640
              device/emissions-embodied: 1533.12
              time-reserved: 2880
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.29900000000000004
              cpu-wattage: 6.229166666666667
              cpu-wattage-times-duration: 186.875
              cpu-energy-raw: 0.00005190972222222223
              vcpu-ratio: 8
              cpu-energy-kwh: 0.000006488715277777778
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.03963723997970573
              carbon-operational: 0.005190972222222222
              carbon: 0.04482821220192795
              sci: 0.006724231830289193
            - timestamp: '2023-12-12T00:00:25.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 12
              network/energy: 1.6666666666666668e-7
              requests: 6.666666666666666
              cpu/thermal-design-power: 80
              grid/carbon-intensity: 640
              device/emissions-embodied: 1533.12
              time-reserved: 2880
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.29900000000000004
              cpu-wattage: 6.229166666666667
              cpu-wattage-times-duration: 186.875
              cpu-energy-raw: 0.00005190972222222223
              vcpu-ratio: 8
              cpu-energy-kwh: 0.000006488715277777778
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.03963723997970573
              carbon-operational: 0.005190972222222222
              carbon: 0.04482821220192795
              sci: 0.006724231830289193
            - timestamp: '2023-12-12T00:00:30.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 12
              network/energy: 1.6666666666666668e-7
              requests: 6.666666666666666
              cpu/thermal-design-power: 80
              grid/carbon-intensity: 640
              device/emissions-embodied: 1533.12
              time-reserved: 2880
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.29900000000000004
              cpu-wattage: 6.229166666666667
              cpu-wattage-times-duration: 186.875
              cpu-energy-raw: 0.00005190972222222223
              vcpu-ratio: 8
              cpu-energy-kwh: 0.000006488715277777778
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.03963723997970573
              carbon-operational: 0.005190972222222222
              carbon: 0.04482821220192795
              sci: 0.006724231830289193
            - timestamp: '2023-12-12T00:00:35.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 12
              network/energy: 1.6666666666666668e-7
              requests: 6.666666666666666
              cpu/thermal-design-power: 80
              grid/carbon-intensity: 640
              device/emissions-embodied: 1533.12
              time-reserved: 2880
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.29900000000000004
              cpu-wattage: 6.229166666666667
              cpu-wattage-times-duration: 186.875
              cpu-energy-raw: 0.00005190972222222223
              vcpu-ratio: 8
              cpu-energy-kwh: 0.000006488715277777778
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.03963723997970573
              carbon-operational: 0.005190972222222222
              carbon: 0.04482821220192795
              sci: 0.006724231830289193
            - timestamp: '2023-12-12T00:00:40.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 9
              network/energy: 1.e-7
              requests: 4
              cpu/thermal-design-power: 60
              grid/carbon-intensity: 480
              device/emissions-embodied: 1533.12
              time-reserved: 2160.2
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0.22425
              cpu-wattage: 3.7375
              cpu-wattage-times-duration: 112.125
              cpu-energy-raw: 0.000031145833333333336
              vcpu-ratio: 8
              cpu-energy-kwh: 0.000003893229166666667
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0.02378234398782344
              carbon-operational: 0.0031145833333333334
              carbon: 0.02689692732115677
              sci: 0.006724231830289192
            - timestamp: '2023-12-12T00:00:45.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 0
              network/energy: 0
              requests: 0
              cpu/thermal-design-power: 0
              grid/carbon-intensity: 0
              device/emissions-embodied: 1533.12
              time-reserved: 0.8
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0
              cpu-wattage: 0
              cpu-wattage-times-duration: 0
              cpu-energy-raw: 0
              vcpu-ratio: 8
              cpu-energy-kwh: 0
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0
              carbon-operational: 0
              carbon: 0
              sci: 0
            - timestamp: '2023-12-12T00:00:50.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 0
              network/energy: 0
              requests: 0
              cpu/thermal-design-power: 0
              grid/carbon-intensity: 0
              device/emissions-embodied: 1533.12
              time-reserved: 0.8
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0
              cpu-wattage: 0
              cpu-wattage-times-duration: 0
              cpu-energy-raw: 0
              vcpu-ratio: 8
              cpu-energy-kwh: 0
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0
              carbon-operational: 0
              carbon: 0
              sci: 0
            - timestamp: '2023-12-12T00:00:55.000Z'
              duration: 5
              cloud/instance-type: A1
              cloud/region: uk-west
              cpu/utilization: 0
              network/energy: 0
              requests: 0
              cpu/thermal-design-power: 0
              grid/carbon-intensity: 0
              device/emissions-embodied: 1533.12
              time-reserved: 0.8
              device/expected-lifespan: 94608000
              vcpus-allocated: 1
              vcpus-total: 8
              cpu-factor: 0
              cpu-wattage: 0
              cpu-wattage-times-duration: 0
              cpu-energy-raw: 0
              vcpu-ratio: 8
              cpu-energy-kwh: 0
              vCPUs: 1
              memory: 16
              ssd: 0
              hdd: 0
              gpu: 0
              usage-ratio: 1
              embodied-carbon: 0
              carbon-operational: 0
              carbon: 0
              sci: 0
          aggregated:
            carbon: 0.3873142916032471
        child-2-1:
          defaults:
            cpu/thermal-design-power: 100
            grid/carbon-i