Merge pull request #794 from Green-Software-Foundation/add-sci-manifest

add example manifest for SCI pipeline

manifests/examples/sci.yml

@@ -0,0 +1,131 @@
+name: pipeline-teads-sci
+description: a full pipeline seeded with some hardcoded input data and yielding an SCI score
+tags:
+initialize:
+  plugins:
+    interpolate:
+      method: Interpolation
+      path: 'builtin'
+      global-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
+      global-config:
+        input-parameters: ["cpu-factor", "cpu/thermal-design-power"]
+        output-parameter: "cpu-wattage"
+    wattage-times-duration:
+      method: Multiply
+      path: builtin
+      global-config:
+        input-parameters: ["cpu-wattage", "duration"]
+        output-parameter: "cpu-wattage-times-duration"
+    wattage-to-energy-kwh:
+      method: Divide
+      path: "builtin"
+      global-config:
+        numerator: cpu-wattage-times-duration
+        denominator: 3600000
+        output: cpu-energy-raw
+    calculate-vcpu-ratio:
+      method: Divide
+      path: "builtin"
+      global-config:
+        numerator: vcpus-total
+        denominator: vcpus-allocated
+        output: vcpu-ratio
+    correct-cpu-energy-for-vcpu-ratio:
+      method: Divide
+      path: "builtin"
+      global-config:
+        numerator: cpu-energy-raw
+        denominator: vcpu-ratio
+        output: cpu/energy
+    sum-energy-components:
+      path: "builtin"
+      method: Sum
+      global-config:
+        input-parameters:
+          - cpu/energy
+          - network/energy
+        output-parameter: energy
+    "embodied-carbon":
+      path: "builtin"
+      method: SciEmbodied
+    "operational-carbon":
+      method: Multiply
+      path: builtin
+      global-config:
+        input-parameters: ["energy", "grid/carbon-intensity"]
+        output-parameter: "carbon-operational"
+    "sum-carbon":
+      path: "builtin"
+      method: Sum
+      global-config:
+        input-parameters:
+          - carbon-operational
+          - carbon-embodied
+        output-parameter: carbon
+    "sci":
+      path: "builtin"
+      method: Sci
+      global-config:
+        functional-unit: "component"
+  outputs:
+    - yaml
+tree:
+  children:
+    child-1:
+      pipeline:
+        - interpolate
+        - cpu-factor-to-wattage
+        - wattage-times-duration
+        - wattage-to-energy-kwh
+        - calculate-vcpu-ratio
+        - correct-cpu-energy-for-vcpu-ratio
+        - sum-energy-components
+        - embodied-carbon
+        - operational-carbon
+        - sum-carbon
+        - sci
+      config:
+      defaults:
+        cpu/thermal-design-power: 100
+        vcpus-total: 8
+        vcpus-allocated: 2
+        grid/carbon-intensity: 800
+        device/emissions-embodied: 1533.120 # gCO2eq
+        time-reserved: 3600 # 1hr in seconds
+        device/expected-lifespan: 94608000 # 3 years in seconds
+        resources-reserved: vcpus-allocated
+        resources-total: vcpus-total
+        component: 1
+      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
+        - timestamp: "2023-12-12T00:00:01.000Z"
+          duration: 5
+          cpu/utilization: 20
+          cloud/instance-type: A1
+          cloud/region: uk-west
+          network/energy: 0.000001
+        - timestamp: "2023-12-12T00:00:06.000Z"
+          duration: 7
+          cpu/utilization: 15
+          cloud/instance-type: A1
+          cloud/region: uk-west
+          network/energy: 0.000001
+        - timestamp: "2023-12-12T00:00:13.000Z"
+          duration: 30
+          cloud/instance-type: A1
+          cloud/region: uk-west
+          cpu/utilization: 15
+          network/energy: 0.000001