mosaic-spec

Declarative specification of Mosaic-powered applications as JSON or YAML files. This package provides a parser and code generation framework for reading specifications in a JSON format and generating live Mosaic visualizations and dashboards using the vgplot API.

Usage

To parse a specification and generate round-trip JSON output (.toJSON()), JavaScript module code (astToESM), or a live web application (astToDOM):

import { parseSpec, astToDOM, astToESM } from '@uwdata/mosaic-spec';

// declarative specification in JSON format
const spec = {
  plot: [
    {
      mark: 'lineY',
      data: { from: 'table' },
      x: 'date',
      y: 'value'
    }
  ],
  width: 640,
  height: 200
};

// parse specification to internal AST (abstract syntax tree)
const ast = parseSpec(spec);

// serialize back to a normalized JSON format
const json = ast.toJSON();

// generate ESM (ECMAScript Module) code
const code = astToESM(ast);

// instantiate a running application
// assumes standard browser facilities in globabl variable `window`
const {
  element, // root DOM element of the application
  params   // Map of all named Params and Selections
} = await astToDOM(ast);

// add application to current web page
document.body.appendChild(element);

To parse specifications in YAML format, import the yaml library and use it to parse input specification files:

import { parseSpec } from '@uwdata/mosaic-spec';
import { parse } from 'yaml';

const yaml = /* load yaml file file */;
const spec = parse(yaml); // parse yaml to JS objects

// parse specification to internal AST (abstract syntax tree)
const ast = parseSpec(spec);

Visual Tests

Visual tests use Playwright to render each JSON spec and compare screenshots against stored snapshots. Snapshots must be generated inside a Docker container that matches CI so they are pixel-identical across machines.

Run tests (compare against existing snapshots):

bin/visual-test.sh

Update snapshots:

bin/visual-test.sh --update

The script uses Docker by default. On macOS you can use the lightweight Container runtime instead:

brew install --cask container
container system start
CONTAINER_RUNTIME=container bin/visual-test.sh --update
container system stop

Alternatively, you can download updated snapshots from the playwright-test-results artifact uploaded by the browser CI job.