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changeset 88:ac7ad087d474

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graph view rewrites and fixes for the multi-subject table
author drewp@bigasterisk.com
date Tue, 30 Nov 2021 00:14:37 -0800
parents 910e2037d72d
children 4d19a94906d2
files demo/index.html package.json pnpm-lock.yaml src/graph_view.ts src/tabulate.test.ts src/tabulate.ts
diffstat 6 files changed, 1528 insertions(+), 1315 deletions(-) [+]
line wrap: on
line diff
--- a/demo/index.html	Thu Nov 25 18:52:07 2021 -0800
+++ b/demo/index.html	Tue Nov 30 00:14:37 2021 -0800
@@ -9,6 +9,7 @@
     <style>body {background: black; color:  white; }
 
     </style>
+    here's a streamed-graph: <streamed-graph expanded url="http://10.43.193.115/graph/zigbee/events"></streamed-graph>
     here's a streamed-graph: <streamed-graph expanded url="http://dash:9075/graph/environment/events"></streamed-graph>
   </body>
 </html>
--- a/package.json	Thu Nov 25 18:52:07 2021 -0800
+++ b/package.json	Tue Nov 30 00:14:37 2021 -0800
@@ -13,6 +13,7 @@
   "dependencies": {
     "@types/jsonld": "^1.5.6",
     "@types/n3": "^1.10.4",
+    "immutable": "^4.0.0",
     "jsonld": "^5.2.0",
     "lit": "^2.0.2",
     "n3": "^1.11.2",
--- a/pnpm-lock.yaml	Thu Nov 25 18:52:07 2021 -0800
+++ b/pnpm-lock.yaml	Tue Nov 30 00:14:37 2021 -0800
@@ -1,27 +1,28 @@
 dependencies:
   '@types/jsonld': 1.5.6
   '@types/n3': 1.10.4
+  immutable: 4.0.0
   jsonld: 5.2.0
   lit: 2.0.2
   n3: 1.11.2
   rdf-js: 4.0.2
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-  '@rollup/plugin-typescript': 8.3.0_15dfac413fd0241781a9fd89f988e2e5
-  '@types/jest': 27.0.2
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+  jest: 27.4.0
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   rollup-plugin-node-globals: 1.4.0
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+  rollup-plugin-postcss: 4.0.2
   stylus: 0.55.0
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       babel-runtime: 6.26.0
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-      '@jest/transform': 27.3.1
-      '@jest/types': 27.2.5
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-      '@istanbuljs/load-nyc-config': 1.0.0
-      '@istanbuljs/schema': 0.1.2
-      istanbul-lib-instrument: 4.0.3
+  /babel-plugin-istanbul/6.1.1:
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+      '@istanbuljs/load-nyc-config': 1.1.0
+      '@istanbuljs/schema': 0.1.3
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-      '@babel/types': 7.8.3
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+      '@babel/types': 7.16.0
       '@types/babel__core': 7.1.16
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-      resolve: 1.14.2
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@@ -1532,26 +1630,26 @@
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-      core-js: 2.6.11
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+      '@babel/plugin-syntax-async-generators': 7.8.4_@babel+core@7.16.0
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-      babel-plugin-jest-hoist: 27.2.0
-      babel-preset-current-node-syntax: 1.0.1_@babel+core@7.8.3
+  /babel-preset-jest/27.4.0_@babel+core@7.16.0:
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+      '@babel/core': 7.16.0_@babel+core@7.16.0
+      babel-plugin-jest-hoist: 27.4.0
+      babel-preset-current-node-syntax: 1.0.1_@babel+core@7.16.0
     dev: true
     engines:
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       babel-runtime: 6.26.0
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+      core-js: 2.6.12
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-      lodash: 4.17.15
-      mkdirp: 0.5.1
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   /babel-runtime/6.26.0:
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+      core-js: 2.6.12
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     dev: true
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+    resolution:
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@@ -1795,7 +1897,7 @@
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-  /browserify-rsa/4.0.1:
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+  /browserify-rsa/4.1.0:
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       randombytes: 2.1.0
     dev: true
     resolution:
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-  /browserify-sign/4.0.4:
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-      browserify-rsa: 4.0.1
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+  /browserify-sign/4.2.1:
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+      browserify-rsa: 4.1.0
       create-hash: 1.2.0
       create-hmac: 1.1.7
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-    dev: true
-    resolution:
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-      electron-to-chromium: 1.3.900
+      caniuse-lite: 1.0.30001283
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   /buffer/4.9.2:
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+      base64-js: 1.5.1
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-  /ts-jest/27.0.7_2c4ca6574207836d1023f54689cc81ac:
-    dependencies:
-      '@types/jest': 27.0.2
+  /ts-jest/27.0.7_bfad92f4d8caf69d57ace222bbbf1afc:
+    dependencies:
+      '@types/jest': 27.0.3
       bs-logger: 0.2.6
       fast-json-stable-stringify: 2.1.0
-      jest: 27.3.1
-      jest-util: 27.3.1
-      json5: 2.1.1
+      jest: 27.4.0
+      jest-util: 27.4.0
+      json5: 2.2.0
       lodash.memoize: 4.1.2
-      make-error: 1.3.5
-      semver: 7.1.3
-      typescript: 4.4.4
+      make-error: 1.3.6
+      semver: 7.3.5
+      typescript: 4.5.2
       yargs-parser: 20.2.9
     dev: true
     engines:
@@ -6751,12 +6831,12 @@
       node: '>=4'
     resolution:
       integrity: sha512-0fr/mIH1dlO+x7TlcMy+bIDqKPsw/70tVyeHW787goQjhmqaZe10uwLujubK9q9Lg6Fiho1KUKDYz0Z7k7g5/g==
-  /type-fest/0.8.1:
-    dev: true
-    engines:
-      node: '>=8'
-    resolution:
-      integrity: sha512-4dbzIzqvjtgiM5rw1k5rEHtBANKmdudhGyBEajN01fEyhaAIhsoKNy6y7+IN93IfpFtwY9iqi7kD+xwKhQsNJA==
+  /type-fest/0.21.3:
+    dev: true
+    engines:
+      node: '>=10'
+    resolution:
+      integrity: sha512-t0rzBq87m3fVcduHDUFhKmyyX+9eo6WQjZvf51Ea/M0Q7+T374Jp1aUiyUl0GKxp8M/OETVHSDvmkyPgvX+X2w==
   /typedarray-to-buffer/1.0.4:
     dev: true
     resolution:
@@ -6771,13 +6851,13 @@
     dev: true
     resolution:
       integrity: sha1-hnrHTjhkGHsdPUfZlqeOxciDB3c=
-  /typescript/4.4.4:
+  /typescript/4.5.2:
     dev: true
     engines:
       node: '>=4.2.0'
     hasBin: true
     resolution:
-      integrity: sha512-DqGhF5IKoBl8WNf8C1gu8q0xZSInh9j1kJJMqT3a94w1JzVaBU4EXOSMrz9yDqMT0xt3selp83fuFMQ0uzv6qA==
+      integrity: sha512-5BlMof9H1yGt0P8/WF+wPNw6GfctgGjXp5hkblpyT+8rkASSmkUKMXrxR0Xg8ThVCi/JnHQiKXeBaEwCeQwMFw==
   /umd/3.0.3:
     dev: true
     hasBin: true
@@ -6788,7 +6868,7 @@
       acorn-node: 1.8.2
       dash-ast: 1.0.0
       get-assigned-identifiers: 1.2.0
-      simple-concat: 1.0.0
+      simple-concat: 1.0.1
       xtend: 4.0.2
     dev: true
     hasBin: true
@@ -6823,6 +6903,7 @@
     resolution:
       integrity: sha1-g3aHP30jNRef+x5vw6jtDfyKtVk=
   /urix/0.1.0:
+    deprecated: 'Please see https://github.com/lydell/urix#deprecated'
     dev: true
     optional: true
     resolution:
@@ -6865,8 +6946,8 @@
       integrity: sha512-0Pm9hTQ3se5ll1XihRic3FDIku70C+iHUdT/W926rSgHV5QgXsYbKZN8MSC3tJtSkhuROzvsQjAaFENRXr+19A==
   /v8-to-istanbul/8.1.0:
     dependencies:
-      '@types/istanbul-lib-coverage': 2.0.1
-      convert-source-map: 1.7.0
+      '@types/istanbul-lib-coverage': 2.0.3
+      convert-source-map: 1.8.0
       source-map: 0.7.3
     dev: true
     engines:
@@ -6905,12 +6986,12 @@
       node: '>=10'
     resolution:
       integrity: sha512-4tzD0mF8iSiMiNs30BiLO3EpfGLZUT2MSX/G+o7ZywDzliWQ3OPtTZ0PTC3B3ca1UAf4cJMHB+2Bf56EriJuRA==
-  /walker/1.0.7:
-    dependencies:
-      makeerror: 1.0.11
-    dev: true
-    resolution:
-      integrity: sha1-L3+bj9ENZ3JisYqITijRlhjgKPs=
+  /walker/1.0.8:
+    dependencies:
+      makeerror: 1.0.12
+    dev: true
+    resolution:
+      integrity: sha512-ts/8E8l5b7kY0vlWLewOkDXMmPdLcVV4GmOQLyxuSswIJsweeFZtAsMF7k1Nszz+TYBQrlYRmzOnr398y1JemQ==
   /webidl-conversions/5.0.0:
     dev: true
     engines:
@@ -6960,9 +7041,9 @@
       integrity: sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==
   /wrap-ansi/7.0.0:
     dependencies:
-      ansi-styles: 4.2.1
-      string-width: 4.2.0
-      strip-ansi: 6.0.0
+      ansi-styles: 4.3.0
+      string-width: 4.2.3
+      strip-ansi: 6.0.1
     dev: true
     engines:
       node: '>=10'
@@ -6972,16 +7053,16 @@
     dev: true
     resolution:
       integrity: sha1-tSQ9jz7BqjXxNkYFvA0QNuMKtp8=
-  /write-file-atomic/3.0.1:
+  /write-file-atomic/3.0.3:
     dependencies:
       imurmurhash: 0.1.4
       is-typedarray: 1.0.0
-      signal-exit: 3.0.2
+      signal-exit: 3.0.6
       typedarray-to-buffer: 3.1.5
     dev: true
     resolution:
-      integrity: sha512-JPStrIyyVJ6oCSz/691fAjFtefZ6q+fP6tm+OS4Qw6o+TGQxNp1ziY2PgS+X/m0V8OWhZiO/m4xSj+Pr4RrZvw==
-  /ws/7.5.5:
+      integrity: sha512-AvHcyZ5JnSfq3ioSyjrBkH9yW4m7Ayk8/9My/DD9onKeu/94fwrMocemO2QAJFAlnnDN+ZDS+ZjAR5ua1/PV/Q==
+  /ws/7.5.6:
     dev: true
     engines:
       node: '>=8.3.0'
@@ -6994,7 +7075,7 @@
       utf-8-validate:
         optional: true
     resolution:
-      integrity: sha512-BAkMFcAzl8as1G/hArkxOxq3G7pjUqQ3gzYbLL0/5zNkph70e+lCoxBGnm6AW1+/aiNeV4fnKqZ8m4GZewmH2w==
+      integrity: sha512-6GLgCqo2cy2A2rjCNFlxQS6ZljG/coZfZXclldI8FB/1G3CCI36Zd8xy2HrFVACi8tfk5XrgLQEk+P0Tnz9UcA==
   /xml-name-validator/3.0.0:
     dev: true
     resolution:
@@ -7065,7 +7146,7 @@
       escalade: 3.1.1
       get-caller-file: 2.0.5
       require-directory: 2.1.1
-      string-width: 4.2.0
+      string-width: 4.2.3
       y18n: 5.0.8
       yargs-parser: 20.2.9
     dev: true
@@ -7082,6 +7163,7 @@
   '@types/jsonld': ^1.5.6
   '@types/n3': ^1.10.4
   '@types/rollup-plugin-postcss': ^3.1.4
+  immutable: ^4.0.0
   jest: ^27.3.1
   jsonld: ^5.2.0
   lit: ^2.0.2
--- a/src/graph_view.ts	Thu Nov 25 18:52:07 2021 -0800
+++ b/src/graph_view.ts	Tue Nov 30 00:14:37 2021 -0800
@@ -1,87 +1,42 @@
-import { html, TemplateResult } from 'lit';
-import { DataFactory, Literal, Store, NamedNode, Quad, Quad_Object, Term, Util } from 'n3';
-
-import { SuffixLabels } from './suffixLabels';
+import { html, TemplateResult } from "lit";
+import { DataFactory, Literal, NamedNode, Quad, Store, Term, Util } from "n3";
+import { SuffixLabels } from "./suffixLabels";
+import {
+  groupByRdfType,
+  MultiSubjsTypeBlockLayout,
+  predsForSubj,
+  TypeToSubjs,
+} from "./tabulate";
 
 const { namedNode } = DataFactory;
 
-// // import ns from 'n3/src/IRIs';
-// // const { rdf } = ns;
-const rdf = {
-  type: namedNode("http://www.w3.org/1999/02/22-rdf-syntax-ns#type")
-};
-
-type TypeToSubjs = Map<NamedNode, Set<NamedNode>>;
-// When there are multiple types, an arbitrary one is used.
-function groupByRdfType(
-  graph: Store
-): { byType: TypeToSubjs; untyped: Set<NamedNode> } {
-  const rdfType = rdf.type;
-  const byType: TypeToSubjs = new Map();
-  const untyped: Set<NamedNode> = new Set(); // subjs
-  const internSubjs = new Map<string, NamedNode>();
-  graph.forEach(
-    q => {
-      if (!Util.isNamedNode(q.subject)) {
-        throw new Error("unsupported " + q.subject.value);
-      }
-      const subj = q.subject as NamedNode;
-
-      let subjType: NamedNode | null = null;
-
-      graph.forObjects(
-        (o: Quad_Object) => {
-          subjType = o as NamedNode;
-        },
-        subj,
-        rdfType,
-        null
-      );
-
-      if (subjType !== null) {
-        // (subj, rdf:type, subjType) in graph
-        if (!byType.has(subjType)) {
-          byType.set(subjType, new Set());
-        }
-        (byType.get(subjType) as Set<NamedNode>).add(subj);
-      } else {
-        // no rdf:type stmt in graph
-        if (!internSubjs.has(subj.value)) {
-          internSubjs.set(subj.value, subj);
-        }
-        const intSubj: NamedNode = internSubjs.get(
-          subj.value as string
-        ) as NamedNode;
-        untyped.add(intSubj);
-      }
-    },
-    null,
-    null,
-    null,
-    null
-  );
-  return { byType: byType, untyped: untyped };
+// https://github.com/rdfjs/N3.js/issues/265
+if ((Literal.prototype as any).hashCode === undefined) {
+  (Literal.prototype as any).hashCode = () => 0;
 }
-
+if ((NamedNode.prototype as any).hashCode === undefined) {
+  (NamedNode.prototype as any).hashCode = () => 0;
+}
 class NodeDisplay {
   labels: SuffixLabels;
   constructor(labels: SuffixLabels) {
     this.labels = labels;
   }
-  getHtml(n: Term | NamedNode): TemplateResult {
+  render(n: Term | NamedNode): TemplateResult {
     if (Util.isLiteral(n)) {
       n = n as Literal;
       let dtPart: any = "";
-      if (n.datatype) {
+      if (
+        n.datatype &&
+        n.datatype.value != "http://www.w3.org/2001/XMLSchema#string" && // boring
+        n.datatype.value !=
+          "http://www.w3.org/1999/02/22-rdf-syntax-ns#langString" //  boring
+      ) {
         dtPart = html`
-          ^^<span class="literalType">
-            ${this.getHtml(n.datatype)}
-          </span>
+          ^^<span class="literalType"> ${this.render(n.datatype)} </span>
         `;
       }
-      return html`
-        <span class="literal">${n.value}${dtPart}</span>
-      `;
+      return html` <span class="literal">${n.value}${dtPart}</span> `;
     }
 
     if (Util.isNamedNode(n)) {
@@ -92,7 +47,7 @@
         ["http://www.w3.org/1999/02/22-rdf-syntax-ns#", "rdf:"],
         ["http://www.w3.org/2000/01/rdf-schema#", "rdfs:"],
         ["http://purl.org/dc/elements/1.1/", "dc:"],
-        ["http://www.w3.org/2001/XMLSchema#", "xsd:"]
+        ["http://www.w3.org/2001/XMLSchema#", "xsd:"],
       ]) {
         if (uriValue.startsWith(long)) {
           uriValue = short + uriValue.substr(long.length);
@@ -108,14 +63,10 @@
         uriValue = dn;
       }
 
-      return html`
-        <a class="graphUri" href="${n.value}">${uriValue}</a>
-      `;
+      return html` <a class="graphUri" href="${n.value}">${uriValue}</a> `;
     }
 
-    return html`
-      [${n.termType} ${n.value}]
-    `;
+    return html` [${n.termType} ${n.value}] `;
   }
 }
 
@@ -155,42 +106,31 @@
     );
   }
 
-  _subjBlock(subj: NamedNode) {
-    const predsSet: Set<NamedNode> = new Set();
-    this.graph.forEach(
-      (q: Quad) => {
-        predsSet.add(q.predicate as NamedNode);
-      },
-      subj,
-      null,
-      null,
-      null
-    );
-    const preds = Array.from(predsSet.values());
-    preds.sort();
+  _subjPredObjsBlock(subj: NamedNode) {
+    const columns = predsForSubj(this.graph, subj);
     return html`
       <div class="subject">
-        ${this.nodeDisplay.getHtml(subj)}
+        ${this.nodeDisplay.render(subj)}
         <!-- todo: special section for uri/type-and-icon/label/comment -->
         <div>
-          ${preds.map(p => {
-            return this._predBlock(subj, p);
+          ${columns.map((p) => {
+            return this._predObjsBlock(subj, p);
           })}
         </div>
       </div>
     `;
   }
 
-  _objBlock(obj: Term) {
+  _objCell(obj: Term) {
     return html`
       <div class="object">
-        ${this.nodeDisplay.getHtml(obj)}
+        ${this.nodeDisplay.render(obj)}
         <!-- indicate what source or graph said this stmt -->
       </div>
     `;
   }
 
-  _predBlock(subj: NamedNode, pred: NamedNode) {
+  _predObjsBlock(subj: NamedNode, pred: NamedNode) {
     const objsSet = new Set<Term>();
     this.graph.forEach(
       (q: Quad) => {
@@ -205,109 +145,69 @@
     objs.sort();
     return html`
       <div class="predicate">
-        ${this.nodeDisplay.getHtml(pred)}
-        <div>
-          ${objs.map(this._objBlock.bind(this))}
-        </div>
+        ${this.nodeDisplay.render(pred)}
+        <div>${objs.map(this._objCell.bind(this))}</div>
       </div>
     `;
   }
 
-  byTypeBlock(byType: TypeToSubjs, typeUri: NamedNode) {
-    const subjSet = byType.get(typeUri);
-    const subjs: Array<NamedNode> = subjSet ? Array.from(subjSet) : [];
-    subjs.sort();
-
-    const graphCells = new Map<string, Set<Term>>(); // [subj, pred] : objs
-    const makeCellKey = (subj: NamedNode, pred: NamedNode) =>
-      subj.value + "|||" + pred.value;
-    const preds = new Set<NamedNode>();
+  _drawObj(obj: Term): TemplateResult {
+    return html` <div>${this.nodeDisplay.render(obj)}</div> `;
+  }
 
-    subjs.forEach((subj: NamedNode) => {
-      this.graph.forEach(
-        (q: Quad) => {
-          if (!Util.isNamedNode(q.predicate)) {
-            throw new Error();
-          }
-          preds.add(q.predicate as NamedNode);
-          const cellKey = makeCellKey(subj, q.predicate as NamedNode);
-          if (!graphCells.has(cellKey)) {
-            graphCells.set(cellKey, new Set<Term>());
-          }
-          graphCells.get(cellKey)!.add(q.object);
-        },
-        subj,
-        null,
-        null,
-        null
-      );
-    });
-    const predsList = Array.from(preds);
-    predsList.splice(predsList.indexOf(rdf.type), 1);
-    // also pull out label, which should be used on 1st column
-    predsList.sort();
+  _drawColumnHead(pred: NamedNode): TemplateResult {
+    return html` <th>${this.nodeDisplay.render(pred)}</th> `;
+  }
 
-    const thead = () => {
-      const predColumnHead = (pred: NamedNode) => {
-        return html`
-          <th>${this.nodeDisplay.getHtml(pred)}</th>
-        `;
-      };
-      return html`
-        <thead>
-          <tr>
-            <th></th>
-            ${predsList.map(predColumnHead)}
-          </tr>
-        </thead>
-      `;
-    };
+  _thead(layout: MultiSubjsTypeBlockLayout): TemplateResult {
+    return html`
+      <thead>
+        <tr>
+          <th></th>
+          ${layout.preds.map(this._drawColumnHead.bind(this))}
+        </tr>
+      </thead>
+    `;
+  }
 
-    const instanceRow = (subj: NamedNode) => {
-      const cell = (pred: NamedNode) => {
-        const objs = graphCells.get(subj + "|||" + pred);
-        if (!objs) {
-          return html`
-            <td></td>
-          `;
-        }
-        const objsList = Array.from(objs);
-        objsList.sort();
-        const draw = (obj: Term) => {
-          return html`
-            <div>${this.nodeDisplay.getHtml(obj)}</div>
-          `;
-        };
-        return html`
-          <td>${objsList.map(draw)}</td>
-        `;
-      };
+  _msbCell(layout: MultiSubjsTypeBlockLayout, subj: NamedNode) {
+    return (pred: NamedNode): TemplateResult => {
+      const objs = layout.graphCells.get(layout.makeCellKey(subj, pred));
+      if (!objs || !objs.size) {
+        return html` <td></td> `;
+      }
+      const objsList = Array.from(objs);
+      objsList.sort();
+      return html` <td>${objsList.map(this._drawObj.bind(this))}</td> `;
+    };
+  }
 
+  _instanceRow(layout: MultiSubjsTypeBlockLayout) {
+    return (subj: NamedNode): TemplateResult => {
       return html`
         <tr>
-          <td>${this.nodeDisplay.getHtml(subj)}</td>
-          ${predsList.map(cell)}
+          <td>${this.nodeDisplay.render(subj)}</td>
+          ${layout.preds.map(this._msbCell(layout, subj))}
         </tr>
       `;
     };
+  }
+
+  _multiSubjsTypeBlock(byType: TypeToSubjs, typeUri: NamedNode) {
+    const layout = new MultiSubjsTypeBlockLayout(this.graph, byType, typeUri);
 
     return html`
-      <div>[icon] ${this.nodeDisplay.getHtml(typeUri)} resources</div>
+      <div>[icon] ${this.nodeDisplay.render(typeUri)} type resources</div>
       <div class="typeBlockScroll">
         <table class="typeBlock">
-          ${thead()} ${subjs.map(instanceRow)}
+          ${this._thead(layout)} ${layout.subjs.map(this._instanceRow(layout))}
         </table>
       </div>
     `;
   }
 
   makeTemplate(): TemplateResult {
-    const { byType, untyped } = groupByRdfType(this.graph);
-    const typedSubjs = Array.from(byType.keys());
-    typedSubjs.sort();
-
-    const untypedSubjs = Array.from(untyped.values());
-    untypedSubjs.sort();
+    const { byType, typedSubjs, untypedSubjs } = groupByRdfType(this.graph);
 
     return html`
       <section>
@@ -317,9 +217,11 @@
             These statements are all in the
             <span data-bind="html: $root.createCurie(graphUri())">...</span> graph.-->
         </div>
-        ${typedSubjs.map((t: NamedNode) => this.byTypeBlock(byType, t))}
+        ${typedSubjs.map((t: NamedNode) =>
+          this._multiSubjsTypeBlock(byType, t)
+        )}
         <div class="spoGrid">
-          ${untypedSubjs.map(this._subjBlock.bind(this))}
+          ${untypedSubjs.map(this._subjPredObjsBlock.bind(this))}
         </div>
       </section>
     `;
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/src/tabulate.test.ts	Tue Nov 30 00:14:37 2021 -0800
@@ -0,0 +1,66 @@
+import { groupByRdfType } from "./tabulate";
+import {
+  Literal,
+  DataFactory,
+  Store,
+  Prefixes,
+  Parser,
+  Quad,
+  NamedNode,
+} from "n3";
+import Immutable from "immutable";
+const { namedNode } = DataFactory;
+
+describe("equality", () => {
+  test("investigation of https://github.com/rdfjs/N3.js/issues/265", () => {
+    const x = namedNode("x");
+    const x2 = namedNode("x");
+    // (NamedNode.prototype as any).hashCode = () => 0;
+    // expect((x as any).hashCode()).toEqual((x2 as any).hashCode())
+    expect(x === x2).toBeFalsy();
+    expect(x == x2).toBeFalsy();
+    expect(x.equals(x2)).toBeTruthy();
+    let imap = Immutable.Map();
+    imap = imap.set(x, 11);
+    imap = imap.set(x, 22);
+    imap = imap.set(x2, 33);
+    expect(imap.has(x)).toBeTruthy();
+    expect(imap.has(x2)).toBeTruthy();
+    expect(imap.size).toEqual(1);
+  });
+});
+
+describe("groupByRdfType", () => {
+  test("finds multiple graphs", () => {});
+  test("works", async () => {
+    const store = new Store();
+
+    const parser = new Parser();
+    await new Promise((res, rej) => {
+      parser.parse(
+        `PREFIX : <urn:>
+        :rs1 a :Foo; :pred1 "obj1" .
+        :rs2 a :Foo; :pred1 "obj2" .
+        :rs3 a :Bar .
+        :rs4 :pred1 "obj4" .
+`,
+        (error, quad: Quad, prefixes: Prefixes) => {
+          if (quad) {
+            store.addQuad(quad);
+          } else {
+            res(undefined);
+          }
+        }
+      );
+    });
+    const grouped = groupByRdfType(store);
+    expect(Array.from(grouped.byType.keys())).toHaveLength(2);
+    expect(grouped.byType.get(namedNode("urn:Foo"))).toEqual(
+      Immutable.Set([namedNode("urn:rs1"), namedNode("urn:rs2")])
+    );
+    expect(grouped.byType.get(namedNode("urn:Bar"))).toEqual(
+      Immutable.Set([namedNode("urn:rs3")])
+    );
+    expect(grouped.untypedSubjs).toEqual([namedNode("urn:rs4")]);
+  });
+});
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/src/tabulate.ts	Tue Nov 30 00:14:37 2021 -0800
@@ -0,0 +1,161 @@
+// Organize graph data into tables (column orders, etc) for the view layer.
+
+import Immutable from "immutable"; // mostly using this for the builtin equals() testing, since NamedNode(x)!=NamedNode(x)
+import {
+  DataFactory,
+  NamedNode,
+  Quad,
+  Quad_Object,
+  Store,
+  Term,
+  Util,
+} from "n3";
+
+const { namedNode } = DataFactory;
+
+// // import ns from 'n3/src/IRIs';
+// // const { rdf } = ns;
+export const rdf = {
+  type: namedNode("http://www.w3.org/1999/02/22-rdf-syntax-ns#type"),
+};
+
+type UriSet = Immutable.Set<NamedNode>;
+export type TypeToSubjs = Immutable.Map<NamedNode, UriSet>;
+
+// https://github.com/rdfjs/N3.js/issues/265
+if ((NamedNode.prototype as any).hashCode === undefined) {
+  (NamedNode.prototype as any).hashCode = () => 0;
+}
+
+function getType(graph: Store, subj: NamedNode): NamedNode | null {
+  let subjType: NamedNode | null = null;
+
+  graph.forObjects(
+    (o: Quad_Object) => {
+      subjType = o as NamedNode;
+    },
+    subj,
+    rdf.type,
+    null
+  );
+  return subjType;
+}
+
+// When there are multiple types, an arbitrary one is used.
+export function groupByRdfType(
+  graph: Store
+): { byType: TypeToSubjs; typedSubjs: NamedNode[]; untypedSubjs: NamedNode[] } {
+  let byType: TypeToSubjs = Immutable.Map();
+  let untyped: UriSet = Immutable.Set(); // subjs
+  const internSubjs = new Map<string, NamedNode>();
+  graph.forEach(
+    (q) => {
+      if (!Util.isNamedNode(q.subject)) {
+        throw new Error("unsupported " + q.subject.value);
+      }
+      const subj = q.subject as NamedNode;
+
+      const subjType = getType(graph, subj);
+
+      if (subjType !== null) {
+        // (subj, rdf:type, subjType) in graph
+        const oldKeys = Array.from(byType.keys());
+        const oldVal = byType.get(subjType, Immutable.Set<NamedNode>());
+        const newVal = oldVal.add(subj);
+        byType = byType.set(subjType, newVal);
+      } else {
+        untyped = untyped.add(subj);
+      }
+    },
+    null,
+    null,
+    null,
+    null
+  );
+
+  const typedSubjs = Array.from(byType.keys());
+  typedSubjs.sort();
+
+  const untypedSubjs = Array.from(untyped.values());
+  untypedSubjs.sort();
+  return { byType: byType, typedSubjs: typedSubjs, untypedSubjs: untypedSubjs };
+}
+
+export function predsForSubj(graph: Store, typeUri: NamedNode): NamedNode[] {
+  const predsSet: Set<NamedNode> = new Set();
+  graph.forEach(
+    (q: Quad) => {
+      predsSet.add(q.predicate as NamedNode);
+    },
+    typeUri,
+    null,
+    null,
+    null
+  );
+  const preds = Array.from(predsSet.values());
+  preds.sort();
+  return preds;
+}
+
+interface ISP {
+  subj: NamedNode;
+  pred: NamedNode;
+}
+const SP = Immutable.Record<ISP>({
+  subj: new NamedNode(""),
+  pred: new NamedNode(""),
+});
+
+export class MultiSubjsTypeBlockLayout {
+  subjs: NamedNode[];
+  preds: NamedNode[];
+  graphCells: Immutable.Map<ISP, Immutable.Set<Term>>;
+  constructor(graph: Store, byType: TypeToSubjs, typeUri: NamedNode) {
+    const subjSet = byType.get(typeUri);
+    this.subjs = subjSet ? Array.from(subjSet) : [];
+    this.subjs.sort();
+
+    let preds = Immutable.Set<NamedNode>();
+
+    this.graphCells = Immutable.Map<ISP, Immutable.Set<Term>>().withMutations(
+      (mutGraphCells) => {
+        this.subjs.forEach((subj: NamedNode) => {
+          graph.forEach(
+            (q: Quad) => {
+              if (!Util.isNamedNode(q.predicate)) {
+                throw new Error();
+              }
+
+              const pred = q.predicate as NamedNode;
+              if (pred.equals(rdf.type)) {
+                // the whole block is labeled with the type
+                return;
+              }
+              preds = preds.add(pred);
+              const cellKey = this.makeCellKey(subj, pred);
+              mutGraphCells.set(
+                cellKey,
+                mutGraphCells.get(cellKey, Immutable.Set<Term>()).add(q.object)
+              );
+            },
+            subj,
+            null,
+            null,
+            null
+          );
+        });
+      }
+    );
+    this.preds = Array.from(preds);
+    this.preds.splice(this.preds.indexOf(rdf.type), 1);
+    // also pull out label, which should be used on 1st column
+    this.preds.sort();
+  }
+
+  makeCellKey(subj: NamedNode, pred: NamedNode): ISP {
+    return SP({
+      subj: subj,
+      pred: pred,
+    });
+  }
+}