Skip to content

Latest commit

 

History

History
97 lines (72 loc) · 2.52 KB

README.md

File metadata and controls

97 lines (72 loc) · 2.52 KB
Raw

SCI-E (total energy)

sci-e is a plugin that simply sums up the contributions to a component's energy use. The plugin returns energy which is used as the input to the sci-o plugin that calculates operational emissions for the component.

Parameters

Plugin config

Not Needed

Inputs

At least one of:

  • cpu/energy: energy used by the CPU, in kWh
  • memory/energy: energy used by memory, in kWh
  • network/energy: energy used to handle network traffic, in kWh

plus the following required:

  • timestamp: a timestamp for the input
  • duration: the amount of time, in seconds, that the input covers.

Returns

  • energy: the sum of all energy components, in kWh

Calculation

energy is calculated as the sum of the energy due to CPU usage, energy due to network traffic, energy due to memory and energy due to GPU usage.

energy = 'cpu/energy' + 'network/energy' + 'memory/energy'

In any plugin pipeline that includes sci-o, sci-o must be preceded by sci-e. This is because sci-o does not recognize the individual contributions, cpu/energy, network/energy, etc, but expects to find energy. Only sci-e takes individual contributions and returns energy.

Implementation

To run the plugin, you must first create an instance of SciE. Then, you can call execute() to return energy.

import {SciE} from '@grnsft/if-plugins';

const sciE = SciE();
const result = await sciE.execute([
  {
    'cpu/energy': 0.001,
    'memory/energy': 0.0005,
    'network/energy': 0.0005,
  },
]);

Example manifest

IF users will typically call the plugin as part of a pipeline defined in a manifest file. In this case, instantiating the plugin is handled by ie and does not have to be done explicitly by the user. The following is an example manifest that calls sci-e:

name: sci-e-demo
description:
tags:
initialize:
  outputs:
    - yaml
  plugins:
    sci-e:
      method: SciE
      path: '@grnsft/if-plugins'
tree:
  children:
    child:
      pipeline:
        - sci-e
      config:
        sci-e:
      inputs:
        - timestamp: 2023-08-06T00:00
          duration: 3600
          cpu/energy: 0.001

You can run this example manifest by saving it as ./examples/manifests/test/sci-e.yml and executing the following command from the project root:

npm i -g @grnsft/if
npm i -g @grnsft/if-plugins
ie --manifest ./examples/manifests/test/sci-e.yml --output ./examples/outputs/sci-e.yml

The results will be saved to a new yaml file in ./examples/outputs.