diff --git a/package.json b/package.json index 63e0ab7d..493d85b0 100644 --- a/package.json +++ b/package.json @@ -50,6 +50,7 @@ "prettier": "prettier '**/*.{ts,md,json,yml}'", "build": "tsc && cp -r src/maps lib", "build:docs": "typedoc --hideGenerator src/index.ts", + "build:trie": "ts-node scripts/write-decode-map.ts", "prepare": "npm run build" }, "repository": { diff --git a/scripts/trie/README.md b/scripts/trie/README.md new file mode 100644 index 00000000..e63138ea --- /dev/null +++ b/scripts/trie/README.md @@ -0,0 +1,94 @@ +# Named entity array-mapped trie generator + +In `v3.0.0`, `entities` adopted a version of the radix tree from +[`parse5`](https://github.com/inikulin/parse5). The below is adapted from +@inikulin's explanation of this structure. + +Prior to `parse5@3.0.0`, the library used simple pre-generated +[trie data structure](https://en.wikipedia.org/wiki/Trie) for +[named character references](https://html.spec.whatwg.org/multipage/syntax.html#named-character-references) +in the tokenizer. This approach suffered from huge constant memory consumption: +the in-memory size of the structure was ~8.5Mb. This new approach reduces the +size of the character reference data to ~250Kb, at equivalent performance. + +## Radix tree + +All entities are encoded as a trie, which contains _nodes_. Nodes contain data +and branches. + +E.g. for the words `test`, `tester` and `testing`, we'll receive the following +trie: + +Legend: `[a, ...]` - node, `*` - data. + +``` + [t] + | + [e] + | + [s] + | + [t] + | + [e, i, *] + / | + [r] [n] + | | + [*] [g] + | + [*] +``` + +## Mapping the trie to an array + +Since we need to allocate an object for each node, the trie consumes a lot of +memory. Therefore, we map our trie to an array, so we'll end up with just a +single object. Since we don't have indices and code points which are more than +`MAX_UINT16` (which is `0xFFFF`), we can use a `Uint16Array` for this. + +The only exception here are +[surrogate pairs](https://en.wikipedia.org/wiki/UTF-16#U.2B10000_to_U.2B10FFFF), +which appear in named character reference results. They can be split across two +`uint16` code points. The advantage of typed arrays is that they consume less +memory and are extremely fast to traverse. + +### Node layout + +A node may contain one or two bytes of data and/or branch data. The layout of a +node is as follows: + +``` +1 bit | 7 bit | 1 bit | 7 bit + \ \ \ \ + \ \ \ \ + \ \ \ jump table offset + \ \ flag if the value uses two bytes (for surrugate pairs) + \ number of branches + has value flag +``` + +If the _has value_ flag is set, the node will immediately be followed by the +value. If it has any branch data (indicated by the _number of branches_ or the +_jump table offset_ being set), it will then be followed by the branch data. + +### Branch data + +Branches can be represented in three different ways: + +1. If we only have a single branch, and this branch wasn't encoded earlier in + the tree, we set the number of branch to 0 and the jump table offset to the + branch value. The node will be followed by the serialized branch. +2. If the branch values are close to one another, we use a jump table. This is + indicated by the jump table offset not being 0. The jump table is an array + of destination indices. +3. If the branch values are far apart, we use a dictionary. Branch data is + represented by two arrays, following one after another. The first array + contains sorted transition code points, the second one the corresponding + next edge/node indices. The traversing algorithm will use binary search to + find the key, and will then use the corresponding value as the jump target. + +The original `parse5` implementation used a radix tree as the basis for the +encoded structure. It used a dictionary (see (3) above), as well as a variation +of (1) for edges of the radix tree. The implementation in `entities` allowed us +to use a trie when starting to decode, and gave us some space savings in the +output. diff --git a/scripts/trie/encode-trie.spec.ts b/scripts/trie/encode-trie.spec.ts index ef916965..c5cdf7c8 100644 --- a/scripts/trie/encode-trie.spec.ts +++ b/scripts/trie/encode-trie.spec.ts @@ -1,5 +1,6 @@ import { BinTrieFlags } from "../../src/decode"; import { encodeTrie } from "./encode-trie"; +import type { TrieNode } from "./trie"; describe("encode_trie", () => { it("should encode an empty node", () => { @@ -21,28 +22,40 @@ describe("encode_trie", () => { ]); }); - it("should encode a node with a value and a postfix", () => { - expect(encodeTrie({ value: "a", postfix: "bc" })).toStrictEqual([ - "b".charCodeAt(0), - "c".charCodeAt(0), - BinTrieFlags.HAS_VALUE, - "a".charCodeAt(0), - ]); - }); - it("should encode a branch of size 1", () => { expect( encodeTrie({ next: new Map([["b".charCodeAt(0), { value: "a" }]]), }) ).toStrictEqual([ - 0b0000_0001_0000_0000, "b".charCodeAt(0), BinTrieFlags.HAS_VALUE, "a".charCodeAt(0), ]); }); + it("should encode a branch of size 1 with a value that's already encoded", () => { + const nodeA: TrieNode = { value: "a" }; + const nodeC = { next: new Map([["c".charCodeAt(0), nodeA]]) }; + const trie = { + next: new Map([ + ["A".charCodeAt(0), nodeA], + ["b".charCodeAt(0), nodeC], + ]), + }; + expect(encodeTrie(trie)).toStrictEqual([ + 0b0000_0010_0000_0000, + "A".charCodeAt(0), + "b".charCodeAt(0), + 0b101, + 0b111, + BinTrieFlags.HAS_VALUE, + "a".charCodeAt(0), + 0b0000_0001_0000_0000 | "c".charCodeAt(0), + 0b110, // Index plus one + ]); + }); + it("should encode a disjoint recursive branch", () => { const recursiveTrie = { next: new Map() }; recursiveTrie.next.set("a".charCodeAt(0), { value: "a" }); @@ -64,7 +77,7 @@ describe("encode_trie", () => { jumpRecursiveTrie.next.set(val, jumpRecursiveTrie) ); expect(encodeTrie(jumpRecursiveTrie)).toStrictEqual([ - 0b0000_1010_0000_0001, 1, 1, 0, 0, 1, 0, 1, 0, 1, 1, + 0b0000_1010_0011_0000, 1, 1, 0, 0, 1, 0, 1, 0, 1, 1, ]); }); }); diff --git a/scripts/trie/encode-trie.ts b/scripts/trie/encode-trie.ts index 9dc06269..a8ae92b9 100644 --- a/scripts/trie/encode-trie.ts +++ b/scripts/trie/encode-trie.ts @@ -1,7 +1,7 @@ /* eslint-disable node/no-unsupported-features/es-builtins */ import * as assert from "assert"; -import { BinTrieFlags, JUMP_OFFSET_BASE } from "../../src/decode"; +import { BinTrieFlags } from "../../src/decode"; import { TrieNode } from "./trie"; function binaryLength(num: number) { @@ -11,8 +11,7 @@ function binaryLength(num: number) { /** * Encodes the trie in binary form. * - * We have four different types of nodes: - * - Postfixes are ASCII values that match a particular character + * We have three different types of nodes: * - Values are UNICODE values that an entity resolves to * - Branches can be: * 1. If size is 1, then a matching character followed by the destination @@ -32,7 +31,7 @@ export function encodeTrie(trie: TrieNode, maxJumpTableOverhead = 2): number[] { const encodeCache = new Map(); const enc: number[] = []; - function encodeNode(node: TrieNode, depth: number): number { + function encodeNode(node: TrieNode): number { // Cache nodes, as we can have loops const cached = encodeCache.get(node); if (cached != null) return cached; @@ -41,17 +40,6 @@ export function encodeTrie(trie: TrieNode, maxJumpTableOverhead = 2): number[] { encodeCache.set(node, startIndex); - if (node.postfix != null) { - for (let i = 0; i < node.postfix.length; i++) { - const char = node.postfix.charCodeAt(i); - - assert.ok(char < 128, "Char not in range"); - - // Start record with the postfix, as we have to match this first. - enc.push(char); - } - } - const nodeIdx = enc.push(0) - 1; if (node.value != null) { @@ -65,22 +53,14 @@ export function encodeTrie(trie: TrieNode, maxJumpTableOverhead = 2): number[] { enc.push(node.value.charCodeAt(i)); } - if (node.next) addBranches(node.next, nodeIdx, depth + 1); + if (node.next) addBranches(node.next, nodeIdx); - assert.strictEqual( - nodeIdx, - startIndex + (node.postfix?.length ?? 0), - "Has expected location" - ); + assert.strictEqual(nodeIdx, startIndex, "Has expected location"); return startIndex; } - function addBranches( - next: Map, - nodeIdx: number, - depth: number - ) { + function addBranches(next: Map, nodeIdx: number) { const branches = Array.from(next.entries()); // Sort branches ASC by key @@ -93,11 +73,12 @@ export function encodeTrie(trie: TrieNode, maxJumpTableOverhead = 2): number[] { // If we only have a single branch, we can write the next value directly if (branches.length === 1 && !encodeCache.has(branches[0][1])) { - enc[nodeIdx] |= branches.length << 8; // Write the length of the branch + const [char, next] = branches[0]; + + assert.ok(binaryLength(char) <= 7, "Too many bits for single char"); - const [[char, next]] = branches; - enc.push(char); - encodeNode(next, depth); + enc[nodeIdx] |= char; + encodeNode(next); return; } @@ -106,10 +87,10 @@ export function encodeTrie(trie: TrieNode, maxJumpTableOverhead = 2): number[] { // If we have consecutive branches, we can write the next value as a jump table /* - * First, we determine how much overhead adding the jump table adds. - * If it is more than 2.5x, skip it. + * First, we determine how much space adding the jump table adds. * - * TODO: Determine best value + * If it is more than 2x the number of branches (which is equivalent + * to the size of the dictionary), skip it. */ const jumpStartValue = branches[0][0]; @@ -120,7 +101,7 @@ export function encodeTrie(trie: TrieNode, maxJumpTableOverhead = 2): number[] { const jumpTableOverhead = jumpTableLength / branches.length; if (jumpTableOverhead <= maxJumpTableOverhead) { - const jumpOffset = jumpStartValue - JUMP_OFFSET_BASE; + const jumpOffset = jumpStartValue; assert.ok( binaryLength(jumpOffset) <= 16, @@ -139,11 +120,10 @@ export function encodeTrie(trie: TrieNode, maxJumpTableOverhead = 2): number[] { for (let i = 0; i < jumpTableLength; i++) enc.push(0); // Write the jump table - for (let i = 0; i < branches.length; i++) { - const [char, next] = branches[i]; + for (const [char, next] of branches) { const index = char - jumpStartValue; // Write all values + 1, so 0 will result in a -1 when decoding - enc[branchIndex + index] = encodeNode(next, depth) + 1; + enc[branchIndex + index] = encodeNode(next) + 1; } return; @@ -178,14 +158,14 @@ export function encodeTrie(trie: TrieNode, maxJumpTableOverhead = 2): number[] { Number.MAX_SAFE_INTEGER, "Should have the placeholder as the second element" ); - const offset = encodeNode(next, depth); + const offset = encodeNode(next); assert.ok(binaryLength(offset) <= 16, "Too many bits for offset"); enc[currentIndex] = offset; }); } - encodeNode(trie, 0); + encodeNode(trie); // Make sure that every value fits in a UInt16 assert.ok( diff --git a/scripts/trie/trie.ts b/scripts/trie/trie.ts index 28f0aa54..7e3ba4ac 100644 --- a/scripts/trie/trie.ts +++ b/scripts/trie/trie.ts @@ -1,7 +1,5 @@ export interface TrieNode { value?: string; - postfix?: string; - offset?: number; next?: Map; } @@ -10,6 +8,7 @@ export function getTrie( legacy: Record ): TrieNode { const trie = new Map(); + const root = { next: trie }; for (const key of Object.keys(map)) { // Resolve the key @@ -27,27 +26,53 @@ export function getTrie( lastMap.set(";".charCodeAt(0), { value: map[key] }); } - // Combine chains of nodes with a single branch to a postfix - function addPostfixes(node: TrieNode, offset: number) { - if (node.next) { - node.next.forEach((next) => addPostfixes(next, offset + 1)); - - if (node.value == null && node.next.size === 1) { - node.next.forEach((next, char) => { - node.postfix = - String.fromCharCode(char) + (next.postfix ?? ""); - node.value = next.value; - node.next = next.next; - }); - } + function isEqual(node1: TrieNode, node2: TrieNode): boolean { + if (node1 === node2) return true; + + if (node1.value !== node2.value) { + return false; + } + + // Check if the next nodes are equal. That means both are undefined. + if (node1.next === node2.next) return true; + if ( + node1.next == null || + node2.next == null || + node1.next.size !== node2.next.size + ) { + return false; } - if (node.value != null) { - node.offset = offset + (node.postfix?.length ?? 0); + const next1 = [...node1.next]; + const next2 = [...node2.next]; + + return next1.every(([char1, node1], idx) => { + const [char2, node2] = next2[idx]; + return char1 === char2 && isEqual(node1, node2); + }); + } + + function mergeDuplicates(node: TrieNode) { + const nodes = [node]; + + for (let nodeIdx = 0; nodeIdx < nodes.length; nodeIdx++) { + const { next } = nodes[nodeIdx]; + + if (!next) continue; + + for (const [char, node] of next) { + const idx = nodes.findIndex((n) => isEqual(n, node)); + + if (idx >= 0) { + next.set(char, nodes[idx]); + } else { + nodes.push(node); + } + } } } - trie.forEach((node) => addPostfixes(node, 0)); + mergeDuplicates(root); - return { next: trie }; + return root; } diff --git a/scripts/trie/utils.ts b/scripts/trie/utils.ts index 0b12b8d5..dc95037f 100644 --- a/scripts/trie/utils.ts +++ b/scripts/trie/utils.ts @@ -1,4 +1,3 @@ -import { JUMP_OFFSET_BASE } from "./../../src/decode"; import { getTrie, TrieNode } from "./trie"; import { encodeTrie } from "./encode-trie"; import { BinTrieFlags } from "../../src/decode"; @@ -15,14 +14,9 @@ function parseNode(decodeMap: number[], startIndex: number): TrieNode { const cached = parseCache.get(startIndex); if (cached != null) return cached; let index = startIndex; - let postfix = ""; - while (decodeMap[index] < 128) { - postfix += String.fromCharCode(decodeMap[index++]); - } const value = decodeMap[index++]; const hasValue = value & BinTrieFlags.HAS_VALUE; const node: TrieNode = { - postfix, value: hasValue ? value & BinTrieFlags.MULTI_BYTE ? String.fromCharCode(decodeMap[index++], decodeMap[index++]) @@ -44,7 +38,7 @@ function parseNode(decodeMap: number[], startIndex: number): TrieNode { for (let i = 0; i < branchLength; i++) { if (decodeMap[index] !== 0) { - const code = JUMP_OFFSET_BASE + offset + i; + const code = offset + i; next.set(code, parseNode(decodeMap, decodeMap[index + i])); } } @@ -69,8 +63,6 @@ function printTrie(trie: TrieNode, prefix = "") { console.log( "prefix", prefix, - "postfix", - trie.postfix, "value", trie.value, "next size", diff --git a/src/decode.ts b/src/decode.ts index e3c2d0f3..a13959e9 100644 --- a/src/decode.ts +++ b/src/decode.ts @@ -24,8 +24,6 @@ export enum BinTrieFlags { JUMP_TABLE = 0b0000_0000_0111_1111, } -export const JUMP_OFFSET_BASE = CharCodes.ZERO - 1; - function getDecoder(decodeTree: Uint16Array) { return function decodeHTMLBinary(str: string, strict: boolean): string { let ret = ""; @@ -132,23 +130,15 @@ export function determineBranch( nodeIdx: number, char: number ): number { - if (current <= 128) { - return char === current ? nodeIdx : -1; - } - const branchCount = (current & BinTrieFlags.BRANCH_LENGTH) >> 8; + const jumpOffset = current & BinTrieFlags.JUMP_TABLE; if (branchCount === 0) { - return -1; + return jumpOffset !== 0 && char === jumpOffset ? nodeIdx : -1; } - if (branchCount === 1) { - return char === decodeTree[nodeIdx] ? nodeIdx + 1 : -1; - } - - const jumpOffset = current & BinTrieFlags.JUMP_TABLE; if (jumpOffset) { - const value = char - JUMP_OFFSET_BASE - jumpOffset; + const value = char - jumpOffset; return value < 0 || value > branchCount ? -1 diff --git a/src/encode-trie.ts b/src/encode-trie.ts index bb3d3025..0f409768 100644 --- a/src/encode-trie.ts +++ b/src/encode-trie.ts @@ -69,19 +69,19 @@ export interface TrieNode { export function getTrie(map: Record): Map { const trie = new Map(); - for (const value of Object.keys(map)) { - const key = map[value]; + for (const entity of Object.keys(map)) { + const decoded = map[entity]; // Resolve the key let lastMap = trie; - for (let i = 0; i < key.length - 1; i++) { - const char = key.charCodeAt(i); + for (let i = 0; i < decoded.length - 1; i++) { + const char = decoded.charCodeAt(i); const next = lastMap.get(char) ?? {}; lastMap.set(char, next); lastMap = next.next ??= new Map(); } - const val = lastMap.get(key.charCodeAt(key.length - 1)) ?? {}; - val.value ??= `&${value};`; - lastMap.set(key.charCodeAt(key.length - 1), val); + const val = lastMap.get(decoded.charCodeAt(decoded.length - 1)) ?? {}; + val.value ??= `&${entity};`; + lastMap.set(decoded.charCodeAt(decoded.length - 1), val); } return trie; diff --git a/src/generated/decode-data-html.ts b/src/generated/decode-data-html.ts index 1c7d5c0c..aac5f47f 100644 --- a/src/generated/decode-data-html.ts +++ b/src/generated/decode-data-html.ts @@ -1,3 +1,3 @@ // Generated using scripts/write-decode-map.ts // prettier-ignore -export default new 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59,32896,55349,56630,99,121,59,32768,1111,112,102,59,32896,55349,56682,99,114,59,32896,55349,56526,512,99,109,18114,18118,121,59,32768,1102,108,33024,255,59,32768,255,2560,97,99,100,101,102,104,105,111,115,119,18145,18152,18166,18171,18186,18191,18196,18204,18210,18216,99,117,116,101,59,32768,378,512,97,121,18157,18163,114,111,110,59,32768,382,59,32768,1079,111,116,59,32768,380,512,101,116,18176,18182,116,114,102,59,32768,8488,97,59,32768,950,114,59,32896,55349,56631,99,121,59,32768,1078,103,114,97,114,114,59,32768,8669,112,102,59,32896,55349,56683,99,114,59,32896,55349,56527,512,106,110,18221,18224,59,32768,8205,106,59,32768,8204]); +export default new 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diff --git a/src/generated/decode-data-xml.ts b/src/generated/decode-data-xml.ts index 3154d0aa..2ffda745 100644 --- a/src/generated/decode-data-xml.ts +++ b/src/generated/decode-data-xml.ts @@ -1,3 +1,3 @@ // Generated using scripts/write-decode-map.ts // prettier-ignore -export default new Uint16Array([1024,97,103,108,113,9,23,27,31,1086,15,0,0,19,112,59,32768,38,111,115,59,32768,39,116,59,32768,62,116,59,32768,60,117,111,116,59,32768,34]); +export default new Uint16Array([1024,97,103,108,113,9,23,27,31,1133,15,0,0,19,112,59,32768,38,111,115,59,32768,39,116,59,32768,62,116,59,32768,60,117,111,116,59,32768,34]); diff --git a/tsconfig.json b/tsconfig.json index 5d16dc75..55c02961 100644 --- a/tsconfig.json +++ b/tsconfig.json @@ -30,5 +30,8 @@ "**/__fixtures__/*", "**/__tests__/*", "**/__snapshots__/*" - ] + ], + "ts-node": { + "compilerOptions": { "target": "es2019" } + } }