Skip to content

Latest commit

 

History

History
95 lines (71 loc) · 2.7 KB

README.md

File metadata and controls

95 lines (71 loc) · 2.7 KB
Raw

Multiply

multiply is a generic plugin for multiplying two or more values in an input array.

You provide the names of the values you want to multiply, and a name to use to append the product to the output array.

For example, you could multiply cpu/energy and network/energy and name the result energy-product. energy-product would then be added to every observation in your input array as the product of cpu/energy and network/energy.

Parameters

Plugin config

Two parameters are required in global config: input-parameters and output-parameter.

input-parameters: an array of strings. Each string should match an existing key in the inputs array output-parameter: a string defining the name to use to add the product of the input parameters to the output array.

Inputs

All of input-parameters must be available in the input array.

Returns

  • output-parameter: the product of all input-parameters with the parameter name defined by output-parameter in global config.

Calculation

output = input0 * input1 * input2 ... inputN

Implementation

To run the plugin, you must first create an instance of Multiply. Then, you can call execute().

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

const config = {
  inputParameters: ['cpu/energy', 'network/energy'],
  outputParameter: 'energy-product',
};

const mult = Multiply(config);
const result = await mult.execute([
  {
    duration: 3600,
    timestamp: '2021-01-01T00:00:00Z',
    'cpu/energy': 0.001,
    'memory/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 multiply:

name: multiply-demo
description:
tags:
initialize:
  outputs:
    - yaml
  plugins:
    multiply:
      method: Multiply
      path: '@grnsft/if-plugins'
      global-config:
        input-parameters: ['cpu/energy', 'network/energy']
        output-parameter: 'energy-product'
tree:
  children:
    child:
      pipeline:
        - multiply
      config:
        multiply:
      inputs:
        - timestamp: 2023-08-06T00:00
          duration: 3600
          cpu/energy: 0.001
          network/energy: 0.001

You can run this example by saving it as ./examples/manifests/test/multiply.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/multiply.yml --output ./examples/outputs/multiply.yml

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