app.ts

/*
 * For licensing see accompanying LICENSE file.
 *
 * Copyright (C) 2022 Apple Inc. All Rights Reserved.
 */

import { csv, json, synth, vega, vegaCompressed } from './loaders';
import App from './components/App.svelte';
import type { Confusion } from './confusions';
import { defaults } from './specification';
import type { Spec } from './specification';

type Loader = () => Promise<Array<Confusion>>;

type Example = {
    description: string;
    loader: Loader;
    spec: Spec;
}

const examples: Array<Example> = [
    {
        description: 'Fruit',
        loader: () => json('data/fruit.json'),
        spec: {
            ...defaults,
            classes: ['fruit'],
            normalization: 'total',
        },
    },
    {
        description: 'Beverages',
        loader: () => vega('data/beverages.json'),
        spec: {
            ...defaults,
            classes: ['beverage'],
            normalization: 'total',
        },
    },
    {
        description: 'Synthetic',
        loader: async () => synth(),
        spec: {
            ...defaults,
            classes: ['vehicle'],
            normalization: 'total',
        },
    },
    {
        description: 'Synthetic (nested, filtered)',
        loader: async () => synth(),
        spec: {
            ...defaults,
            classes: ['vehicle', 'state'],
            filter: ['vehicle:motorized'],
            normalization: 'total',
        },
    },
    {
        description: 'Synthetic (conditioning)',
        loader: async () => synth(),
        spec: {
            ...defaults,
            classes: ['vehicle', 'animal'],
            where: { qualifier: 'actual', label: 'state', is: 'state:moving' },
            normalization: 'total',
        },
    },
    {
        description: 'Case Study 1 (App Prediction)',
        loader: () => csv('data/chi-paper/case-study-1.csv'),
        spec: {
            ...defaults,
            classes: ['root'],
            measures: ['accuracy', 'precision', 'recall'],
            encoding: 'color',
            normalization: 'total',
        },
    },
    {
        description: 'Case Study 2 (ImageNet)',
        loader: () => vegaCompressed('data/chi-paper/case-study-2.json'),
        spec: {
            ...defaults,
            classes: ['root'],
            measures: ['precision', 'recall', 'countObserved'],
            encoding: 'color',
            normalization: 'total',
            collapsed: ['', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:instrument:weapon-arm-weap:gun', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:protective cove:shade', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:furnishing', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :invertebrate:arthropod:insect:lepidopterous i:butterfly:danaid-danaid b', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:structure-const:housing-lodging:dwelling-home-d', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:container:receptacle', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:container:measure', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:mammal-mammalia:placental-place:carnivore:canine-canid:dog-domestic do:working dog:mastiff', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:aquatic vertebr:fish:bony fish:teleost fish-te:spiny-finned fi:percoid fish-pe', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:protective cove:blind-screen:window blind', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:floor cover-flo:rug-carpet-carp', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:instrument:measuring instr:meter', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:reptile-reptili:diapsid-diapsid:saurian:lizard:monitor-monitor', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:aquatic vertebr:fish:bony fish:teleost fish-te:ganoid-ganoid f', 'root:entity:physical entity:object-physical:whole-unit:natural object:plant part-plan:plant organ:reproductive st:fruit:edible fruit:apple:eating apple-de', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:plant-flora-pla:vascular plant-:spermatophyte-p:angiosperm-flow:flower:orchid-orchidac', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:container:box', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:structure-const:obstruction-obs', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:mammal-mammalia:placental-place:carnivore:canine-canid:dog-domestic do:hunting dog:sporting dog-gu:pointer-Spanish', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:furnishing:furniture-piece', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:structure-const:landing-landing', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:furnishing:furniture-piece:seat:sofa-couch-loun:convertible-sof', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:clothing-articl', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:equipment:game equipment:game', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:article:ware:tableware', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:structure-const:establishment:institution:penal instituti', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:bird:aquatic bird:gallinule-marsh', 'root:entity:physical entity:matter:substance:food-nutrient:foodstuff-food :ingredient-fixi:flavorer-flavou:condiment:sauce:spaghetti sauce', 'root:entity:physical entity:matter:substance:food-nutrient:fare', 'root:entity:physical entity:matter:substance:food-nutrient:foodstuff-food :ingredient-fixi:flavorer-flavou:condiment:dip', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:optical device:lens-lense-lens:converging lens', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:mammal-mammalia:placental-place:carnivore:canine-canid:dog-domestic do:working dog:bulldog-English', 'root:entity:abstraction-abs:communication:signal-signalin:visual signal:light', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:instrument:weapon-arm-weap:gun:firearm-piece-s:autoloader-self', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:commodity-trade', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:conveyance-tran:vehicle:wheeled vehicle:wagon-waggon:cart', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:implement:writing impleme:pen', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:structure-const:obstruction-obs:barrier:movable barrier', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :invertebrate:arthropod:insect:homopterous ins', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:implement:tool:cutting impleme:cutter-cutlery-:edge tool:knife', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:mammal-mammalia', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:bird:aquatic bird:wading bird-wad:rail:coot', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:clothing-articl:attire-garb-dre', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:protective cove:roof', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:structure-const:area', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:clothing-articl:apparel-wearing:workwear', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:screen-cover-co', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:reptile-reptili:diapsid-diapsid:crocodilian rep:alligator-gator', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:bird:cuculiform bird', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:instrument:measuring instr:measuring stick', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:clothing-articl:footwear', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:clothing-articl:footwear:hosiery-hose', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:support:structural memb:upright-vertica:post', 'root:entity:physical entity:object-physical:whole-unit:natural object:plant part-plan:plant organ:reproductive st:fruit:edible fruit:berry', 'root:entity:physical entity:matter:substance:food-nutrient:beverage-drink-:coffee-java', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:bird:aquatic bird:wading bird-wad:shorebird-shore', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:mammal-mammalia:placental-place:carnivore:canine-canid:dog-domestic do:hunting dog:sporting dog-gu:spaniel:springer spanie', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:musical instrum:wind instrument:pipe', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:fungus:basidiomycete-b', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:mechanism:mechanical devi:ride', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:instrument:scientific inst:magnifier:microscope:light microscop:hand glass-simp', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:conveyance-tran:vehicle:craft:vessel-watercra:boat', 'root:entity:physical entity:object-physical:part-portion:piece:piece of cloth-:towel', 'root:entity:physical entity:object-physical:whole-unit:living 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entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:instrument:weapon-arm-weap:gun:firearm-piece-s:autoloader-self:automatic firea:automatic rifle', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:clothing-articl:headdress-headg:cap', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:creation:product-product', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:implement:cleaning implem', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:bird:bird of prey-ra', 'root:entity:physical entity:object-physical:whole-unit', 'root:entity:physical entity:matter:solid', 'root:entity:physical entity:matter:solid:food-solid food:produce-green g:vegetable-veggi:squash', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:implement:tool:hand tool', 'root:entity:physical 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entity:object-physical:whole-unit:artifact-artefa:padding-cushion:cushion', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:reptile-reptili:diapsid-diapsid:snake-serpent-o:elapid-elapid s:cobra', 'root:entity:abstraction-abs', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:amphibian:salamander', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:covering:clothing-articl:handwear-hand w', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:plant-flora-pla:vascular plant-:spermatophyte-p:angiosperm-flow:flower', 'root:entity:physical entity:object-physical:whole-unit:living thing-an:organism-being:animal-animate :chordate:vertebrate-cran:mammal-mammalia:placental-place:primate:monkey:Old World monke', 'root:entity:physical 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entity:object-physical:whole-unit:artifact-artefa:covering:clothing-articl:attire-garb-dre:hairpiece-false', 'root:entity:physical entity:object-physical:whole-unit:artifact-artefa:instrumentality:device:musical instrum:stringed instru:chordophone'],
        },
    },
    {
        description: 'Case Study 3 (Toxicity)',
        loader: () => json('data/chi-paper/case-study-3.json'),
        spec: {
            ...defaults,
            classes: ['toxic_mild'],
            measures: ['accuracy', 'countObserved', 'countActual', 'precision', 'recall', 'falsePositives', 'falseNegatives'],
            encoding: 'color',
            normalization: 'total',
        },
    },
];

new App({
    target: document.body,
    props: { examples },
});