@emaarco/dmn-js-simulation

Simulate DMN decision tables directly in a dmn-js modeler — feed in concrete inputs and instantly see which rules match, which don't, and what the decision returns.

The idea behind this project

@emaarco/dmn-js-simulation is to DMN what bpmn-js-token-simulation is to BPMN: it lets you validate decision logic while you model it, instead of discovering mistakes later in process code, tests, or production. It supports all DMN hit policies (UNIQUE, FIRST, ANY, PRIORITY, COLLECT with SUM/MIN/MAX/COUNT, RULE ORDER, OUTPUT ORDER) and multi-decision DRD chaining.

Features

• Decision-table simulation — an input form appears above the table; run it to highlight the matched rule(s) and read off the result. Rules dropped by the hit policy (e.g. under FIRST/PRIORITY) are shown as dimmed candidates, so the policy's effect is visible.
• All hit policies, including COLLECT aggregations and policy-violation warnings (e.g. UNIQUE matched twice).
• DRD chaining — simulate a whole decision requirement graph: set the input-data leaves once, and every decision is evaluated in dependency order. Fired decisions are highlighted and annotated with their result; drilling into a decision reflects that run's row highlights.
• Drop-in — installs like any dmn-js module via additionalModules; dmn-js is a peer dependency, so it drives the modeler you already use.
• Themeable — all UI is class-namespaced and driven by CSS variables you can override.

Installation

npm install @emaarco/dmn-js-simulation

dmn-js (>= 17) is a peer dependency — install it if you haven't already.

Usage

import DmnModeler from 'dmn-js/lib/Modeler'
import DmnSimulationModule from '@emaarco/dmn-js-simulation'
import '@emaarco/dmn-js-simulation/assets/dmn-js-simulation.css'

const modeler = new DmnModeler({
  container: '#canvas',
  decisionTable: { additionalModules: [DmnSimulationModule.decisionTable] },
  drd: { additionalModules: [DmnSimulationModule.decisionRequirementsDiagram] },
})

await modeler.importXML(dmnXml)

Register only the view(s) you need. The modules are also exported individually:

import { DmnSimulationTableModule, DmnSimulationDecisionRequirementsDiagramModule } from '@emaarco/dmn-js-simulation'

DRD view: make sure your app imports dmn-js's icon font (dmn-js/dist/assets/dmn-font/css/dmn-embedded.css) alongside its other stylesheets — otherwise the DRD editor palette icons render blank.

Evaluate without a modeler

The framework-free evaluation core is exported too, for tests or headless use:

import { parseDecisionModelFromXml, evaluateDecision } from '@emaarco/dmn-js-simulation'

const model = parseDecisionModelFromXml(dmnXml)
const result = evaluateDecision(model, ['Fall', 8])
// → { matchedRuleIndices, reportedRuleIndices, outputs, aggregation?, violation? }

evaluateDecisionRequirementsDiagram + definitionsToDecisionRequirementsDiagramModel do the same for a whole DRD graph.

Contributing

Contributions are welcome — see CONTRIBUTING.md for the monorepo layout, scripts, and how to build, test and run the example locally.

Credits

• dmn-js by bpmn.io — the DMN modeler this add-on plugs into.
• Inspired by bpmn-js-token-simulation, the BPMN token simulator by bpmn.io.

License

MIT © Marco Schäck