diff --git a/common/models/templates/src/trie-builder.ts b/common/models/templates/src/trie-builder.ts index 790923a1e49..c157e1e4d53 100644 --- a/common/models/templates/src/trie-builder.ts +++ b/common/models/templates/src/trie-builder.ts @@ -1,4 +1,5 @@ import { SENTINEL_CODE_UNIT, Wordform2Key } from "./common.js"; +import { compressNode } from "./trie-compression.js"; import { Entry, InternalNode, Leaf, Node, Trie, sortNode } from "./trie.js"; export function createRootNode(): Node { @@ -143,4 +144,8 @@ export class TrieBuilder extends Trie { getTotalWeight(): number { return this.totalWeight; } + + compress(): string { + return compressNode(this.root); + } } \ No newline at end of file diff --git a/common/models/templates/src/trie-compression.ts b/common/models/templates/src/trie-compression.ts new file mode 100644 index 00000000000..8d9a1605c7f --- /dev/null +++ b/common/models/templates/src/trie-compression.ts @@ -0,0 +1,273 @@ +import { Wordform2Key } from "./common.js"; +import { Entry, InternalNode, Leaf, Node } from "./trie.js"; + +// const SINGLE_CHAR_RANGE = Math.pow(2, 16) - 64; +// const ENCODED_NUM_BASE = 64; + +// Offsetting by even just 0x0020 avoids control-code chars + avoids VS Code not liking the encoding. +export const ENCODED_NUM_BASE = 0x0020; +export const SINGLE_CHAR_RANGE = Math.pow(2, 16) - ENCODED_NUM_BASE; + +/** + * The number of characters allocated to representing the total length of a node or entry. + */ +const NODE_SIZE_WIDTH = 2; +/** + * The number of characters allocated to representing the weight (frequency) of entries. + */ +const WEIGHT_WIDTH = 2; + +export function decompressNumber(str: string, start: number, end: number) { + end ??= str.length; + let num = 0; + + for(let i = start; i < end; i++) { + let val = str.charCodeAt(i); + num = num * SINGLE_CHAR_RANGE + val - ENCODED_NUM_BASE; + } + + return num; +} + +export function compressNumber(num: number, width?: number) { + let compressed = ''; + width ||= 1; + + // Note: JS bit-shift operators assume 32-bit signed ints. + // JS numbers can easily represent larger ints, though. + while(width > 0) { + const piece = num % SINGLE_CHAR_RANGE + ENCODED_NUM_BASE; + num = Math.floor(num / SINGLE_CHAR_RANGE); + + compressed = String.fromCharCode(piece) + compressed; + + width--; + } + + if(num) { + throw new Error(`Could not properly compress ${num} within specified char width of ${width}`); + } + + return compressed; +} + +/** + * Length of the 'header' section for encoded entries, representing the + * total size for the entry + its weight. + */ +const ENTRY_HEADER_WIDTH = NODE_SIZE_WIDTH + WEIGHT_WIDTH; + +// encoded ENTRY: +// - entryLen: 2 char +// - total encoded size of the entry, including `entryLen` +// - as raw, concatenated string data - no JSON.stringify action taken. +// - weight: 2 chars +// - frequency of the entry +// - contentLen: safe to infer from all other values +// - content: string: from [header+4] to [header+4 + contentLen - 1] +// +// - key: not encoded; we can regenerate it via the keying function + +export function compressEntry(entry: Entry): string { + const { content, weight } = entry; + + const weightEnc = compressNumber(weight, WEIGHT_WIDTH); + + const entryLenEnc = compressNumber(content.length + ENTRY_HEADER_WIDTH, 2); + + return `${entryLenEnc}${weightEnc}${content}`; +} + +export function decompressEntry(str: string, keyFunction: Wordform2Key, baseIndex: number): Entry { + baseIndex ||= 0; + + const entryLen = decompressNumber(str, baseIndex + 0, baseIndex + NODE_SIZE_WIDTH); + /* c8 ignore start */ + if(str.length < baseIndex + entryLen) { + throw new Error('Parts of the encoded entry are missing'); + } + /* c8 ignore end */ + + const headerEnd = baseIndex + ENTRY_HEADER_WIDTH; + const weight = decompressNumber(str, baseIndex + NODE_SIZE_WIDTH, headerEnd); + const content = str.substring(headerEnd, baseIndex + entryLen); + + return { + key: keyFunction(content) as any, // needed due to special `SearchKey` type shenanigans in its definition. + content: content, + weight: weight + } +} + + +// BOTH node types: +// - totalLen: 2 chars (fixed position, size) - size of the encoded node. +// - weight: weight of the highest frequency entry within the node's sub-trie. +// - 2^32 ~= 4*10^9, representable in 2 chars... if it weren't for +// `"`-escaping. +// +// Next char: indicates BOTH a count of something (entries or direct children) +// and a high-bit indicating 'leaf' or 'internal'. +// - function of other bits will be indicated by their sections. + +/** + * Length of the 'header' section for encoded leaf and internal nodes, representing the + * total size for their children/entries + the weight of the highest-frequency entry + * represented by each node's represented sub-trie. + */ +export const NODE_TYPE_INDEX = NODE_SIZE_WIDTH + WEIGHT_WIDTH; + +export function compressNode(node: Node) { + let encodedSpecifics = node.type == 'leaf' ? compressLeaf(node) : compressInternal(node); + let weightEnc = compressNumber(node.weight, WEIGHT_WIDTH); + let charLength = encodedSpecifics.length + NODE_SIZE_WIDTH + WEIGHT_WIDTH; + + return `${compressNumber(charLength, 2)}${weightEnc}${encodedSpecifics}`; +} + +export function decompressNode(str: string, keyFunction: Wordform2Key, baseIndex: number) { + baseIndex ||= 0; + + const entryLen = decompressNumber(str, baseIndex + 0, baseIndex + NODE_SIZE_WIDTH); + /* c8 ignore start */ + if(str.length < baseIndex + entryLen) { + throw new Error('Parts of the encoded node are missing'); + } + /* c8 ignore end */ + + const typeFlagSrc = decompressNumber(str, baseIndex + NODE_TYPE_INDEX, baseIndex + NODE_TYPE_INDEX + 1); + const isLeafType = typeFlagSrc & 0x8000; + + return isLeafType ? decompressLeaf(str, keyFunction, baseIndex) : decompressInternal(str, baseIndex); +} + +// encoded LEAF: +// - BOTH-section header +// - entriesCnt: 1 char (fixed position) +// - type flag overlaps here - high bit of the representing char should be one. +// - entries: full encoding of all contained entries. + +function compressLeaf(leaf: Leaf): string { + const entries = leaf.entries; + + // key, content, weight - per entry + const entryCntAndType = entries.length | 0x8000; + /* c8 ignore start */ + if(entries.length >= 0x8000) { + throw new Error("Cannot encode leaf: too many direct entries"); + } + /* c8 ignore end */ + let compressedEntries = [compressNumber(entryCntAndType)].concat(entries.map((entry) => { + // if already compressed, no need to recompress it. + return typeof entry == 'string' ? entry : compressEntry(entry); + })); + + return compressedEntries.join(''); +} + +function decompressLeaf(str: string, keyFunction: Wordform2Key, baseIndex: number): Leaf { + const weight = decompressNumber(str, baseIndex + NODE_SIZE_WIDTH, baseIndex + NODE_SIZE_WIDTH + WEIGHT_WIDTH); + + // Assumes string-subsection size check has passed. + const entryCntSrc = decompressNumber(str, baseIndex + NODE_TYPE_INDEX, baseIndex + NODE_TYPE_INDEX + 1); + // Remove the type-flag bit indicating 'leaf node'. + const entryCnt = entryCntSrc & 0x7FFF; + + let entries: Entry[] = []; + baseIndex = baseIndex + NODE_TYPE_INDEX + 1; + for(let i = 0; i < entryCnt; i++) { + const entryWidth = decompressNumber(str, baseIndex, baseIndex+NODE_SIZE_WIDTH); + const nextIndex = baseIndex + entryWidth; + entries.push(decompressEntry(str, keyFunction, baseIndex)); + baseIndex = nextIndex; + } + + return { + type: 'leaf', + weight: weight, + + // To consider: is it better to just make a 'lazy span' against the original string? + // - would use more memory, especially once a Trie is "mostly" decompressed + // - current approach 'discards' decoded parts of the original string. + // - would likely decompress a bit faster. + entries: entries + } +} + +// encoded INTERNAL: +// - BOTH-section header +// - valLen: 1 char (fixed position, size) - we shouldn't ever have an array of > 65000, right? +// - is also the count for children. +// - type flag overlaps here - high bit of the representing char should be zero. +// - values: string +// - ezpz - they're already single-char strings. +// - children: full encoding of next-layer nodes. Same order as the entries are found within `values`. +// - that is, no need to insert keys. +// - first two bits: length of following bits... so can use that to calculate offset for next entry's +// encoding start. + +function compressInternal(node: InternalNode): string { + let values = node.values; + const valueCntAndType = values.length; + /* c8 ignore start */ + if(valueCntAndType >= 0x8000) { + throw new Error("Cannot encode node: too many direct children"); + } + /* c8 ignore end */ + + const compressedChildren = values.map((value) => { + // In case of regression for #11073 + if(value === null) { + value = "undefined"; // yes, really. + } + const child = node.children[value]; + + /* c8 ignore start */ + if(!child) { + throw new Error("unexpected empty reference for child"); + } + /* c8 ignore end */ + + // No need to recompress it if it's already compressed. + return typeof child == 'string' ? child : compressNode(child); + }); + + // Properly fix the sentinel-value issue. + // Also of note: this array may contain halves of surrogate pairs. + values = values.map((value) => value === null ? '\ufdd0' : value); + + const totalArr = [compressNumber(valueCntAndType)].concat(values).concat(compressedChildren); + return totalArr.join(''); +} + +function decompressInternal(str: string, baseIndex: number): Omit & { children: {[char: string]: string} } { + const weight = decompressNumber(str, baseIndex + NODE_SIZE_WIDTH, baseIndex + NODE_SIZE_WIDTH + WEIGHT_WIDTH); + + // Assumes string-subsection size check has passed. + const childCnt = decompressNumber(str, baseIndex + NODE_TYPE_INDEX, baseIndex + NODE_TYPE_INDEX + 1); + + baseIndex = baseIndex + NODE_TYPE_INDEX + 1; + let nextIndex = baseIndex + childCnt; + const values = str.substring(baseIndex, nextIndex).split(''); + baseIndex = nextIndex; + + let compressedChildren: {[char: string]: string} = {}; + for(let i = 0; i < childCnt; i++) { + const childWidth = decompressNumber(str, baseIndex, baseIndex+NODE_SIZE_WIDTH); + nextIndex = baseIndex + childWidth; + compressedChildren[values[i]] = str.substring(baseIndex, nextIndex); + baseIndex = nextIndex; + } + + return { + type: 'internal', + weight: weight, + values: values, + // To consider: is it better to just make a 'lazy span' against the original string? + // - would use more memory, especially once a Trie is "mostly" decompressed + // - would likely decompress a bit faster. + // - would not be wise if we ever wish to have live editing of a loaded Trie; it's only + // a useful strategy if the backing data is static. + children: compressedChildren + } +} diff --git a/common/models/templates/src/trie.ts b/common/models/templates/src/trie.ts index 7918c8023b1..910fc9154a7 100644 --- a/common/models/templates/src/trie.ts +++ b/common/models/templates/src/trie.ts @@ -93,7 +93,7 @@ export class TrieTraversal implements LexiconTraversal { * The current traversal node. Serves as the 'root' of its own sub-Trie, * and we cannot navigate back to its parent. */ - readonly root: Node; + root: Node; /** * The max weight for the Trie being 'traversed'. Needed for probability @@ -108,18 +108,14 @@ export class TrieTraversal implements LexiconTraversal { } child(char: USVString): LexiconTraversal | undefined { - /* - Note: would otherwise return the current instance if `char == ''`. If - such a call is happening, it's probably indicative of an implementation - issue elsewhere - let's signal now in order to catch such stuff early. - */ + // May result for blank tokens resulting immediately after whitespace. if(char == '') { - return undefined; + return this; } // Split into individual code units. let steps = char.split(''); - let traversal: ReturnType = this; + let traversal: TrieTraversal | undefined = this; while(steps.length > 0 && traversal) { const step: string = steps.shift()!; @@ -162,6 +158,10 @@ export class TrieTraversal implements LexiconTraversal { *children(): Generator<{char: USVString, traversal: () => LexiconTraversal}> { let root = this.root; + + // We refer to the field multiple times in this method, and it doesn't change. + // This also assists minification a bit, since we can't minify when re-accessing + // through `this.`. const totalWeight = this.totalWeight; // Sorts _just_ the current level, and only if needed. @@ -238,11 +238,10 @@ export class TrieTraversal implements LexiconTraversal { } get entries() { - const totalWeight = this.totalWeight; - const entryMapper = function(value: Entry) { + const entryMapper = (value: Entry) => { return { text: value.content, - p: value.weight / totalWeight + p: value.weight / this.totalWeight } } diff --git a/common/models/templates/test/fixtures/tries/english-1000.json b/common/models/templates/test/fixtures/tries/english-1000.json index 519a97aeb60..d98d289e0ec 100644 --- a/common/models/templates/test/fixtures/tries/english-1000.json +++ b/common/models/templates/test/fixtures/tries/english-1000.json @@ -1,4 +1,4 @@ { "totalWeight": 500500, - "root": 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+// const SINGLE_CHAR_RANGE = Math.pow(2, 16) - ENCODED_NUM_BASE; +// +// Will need manual re-encoding for \u-sequences if ENCODED_NUM_BASE is changed. + +const TEST_DATA = {}; +TEST_DATA.ENTRIES = { + four: { + // total length: header = 4, text = 4 -> 8. 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+ }); + + it('compresses properly when targeting single-char width', () => { + assert.equal(compressNumber(0x0020, 1), String.fromCharCode(0x0020 + ENCODED_NUM_BASE)); + assert.equal(compressNumber('"'.charCodeAt(0), 1), String.fromCharCode('"'.charCodeAt(0) + ENCODED_NUM_BASE)); + }); + + it('has non-null leading char for numbers needing two-char representations', () => { + assert.notEqual(compressNumber(0x00200020, 2).charAt(0), String.fromCharCode(0)); + assert.notEqual( + compressNumber(0x0321ad20, 2).charAt(0), String.fromCharCode(0) + ); + }); + + it('width 2: compressing values one-char wide', () => { + assert.equal(compressNumber(0x0020, 2), `${String.fromCharCode(ENCODED_NUM_BASE)}${String.fromCharCode(0x0020 + ENCODED_NUM_BASE)}`); + }); + + it('throws when numbers are too large for the specified width', () => { + assert.throws(() => compressNumber(0x00200020, 1)); + assert.throws(() => compressNumber(0x002000200020, 2)); + }) + }); + + describe('`Entry`s', () => { + it('compresses properly', () => { + assert.equal(compressEntry(TEST_DATA.ENTRIES.four.original), TEST_DATA.ENTRIES.four.compressed); + }); + }); + + describe('Leaf nodes', () => { + it('compresses itself and represented entries', () => { + assert.equal(compressNode(TEST_DATA.LEAVES.four.original), TEST_DATA.LEAVES.four.compressed); + }); + }); + + describe('Internal nodes', () => { + it('compresses (mocked Leaf)', () => { + // Should not attempt to recompress the mock-compressed leaf. + assert.equal(compressNode(TEST_DATA.NODES.four.decompressed), TEST_DATA.NODES.four.compressed); + }); + + it('compresses (unmocked Leaf)', () => { + assert.equal(compressNode(TEST_DATA.NODES.four.original), TEST_DATA.NODES.four.compressed); + }); + }); +}); + +describe('Trie decompression', function () { + describe('`number`s', () => { + describe('not inlined', () => { + it('decompresses single-char strings', () => { + assert.equal(decompressNumber(String.fromCharCode(0x0020 + ENCODED_NUM_BASE), 0), 0x0020); + assert.equal(decompressNumber(String.fromCharCode('"'.charCodeAt(0) + ENCODED_NUM_BASE), 0), '"'.charCodeAt(0)); + assert.equal(decompressNumber('\ufffe', 0), 0xfffe - ENCODED_NUM_BASE); + }); + + it('decompresses two-char strings of one-char value width', () => { + assert.equal(decompressNumber(`${String.fromCharCode(ENCODED_NUM_BASE)}${String.fromCharCode(0x0020 + ENCODED_NUM_BASE)}`, 0), 0x0020); + }); + }); + + describe('with mock-inlining', () => { + it('decompresses single-char strings', () => { + assert.equal(decompressNumber(`xxx${String.fromCharCode(0x0020 + ENCODED_NUM_BASE)}xx`, 3, 4), 0x0020); + assert.equal(decompressNumber(`xx${String.fromCharCode('"'.charCodeAt(0) + ENCODED_NUM_BASE)}x`, 2, 3), '"'.charCodeAt(0)); + assert.equal(decompressNumber('\uffff\ufffe', 1), 0xfffe - ENCODED_NUM_BASE); + }); + + it('decompresses two-char strings', () => { + assert.equal(decompressNumber(`xxxx${compressNumber(0x00200020, 2)}xx`, 4, 6), 0x00200020); + }); + }); + }); + + describe('`Entry`s', () => { + it('not inlined', () => { + const mockedDecompression = TEST_DATA.ENTRIES.four.decompressed; + const compressionSrc = TEST_DATA.ENTRIES.four.compressed; + assert.deepEqual(decompressEntry(compressionSrc, identityKey), mockedDecompression); + }); + + it('inlined', () => { + const mockedDecompression = TEST_DATA.ENTRIES.four.decompressed; + + // total length: header = 5, text = 8 -> 13. + const compressionSrc = `xxxxx${TEST_DATA.ENTRIES.four.compressed}xx`; + assert.deepEqual(decompressEntry(compressionSrc, identityKey, /* start index */ 5), mockedDecompression); + }); + }); + + describe('Leaf nodes', () => { + describe('bootstrapping cases', () => { + it('not inlined', () => { + const encodedLeaf = TEST_DATA.LEAVES.four.compressed; + assert.deepEqual(decompressNode(encodedLeaf, identityKey, 0), TEST_DATA.LEAVES.four.decompressed); + }); + + it('inlined', () => { + const encodedLeaf = TEST_DATA.LEAVES.four.compressed; + assert.deepEqual(decompressNode(`xxxxxxxxx${encodedLeaf}xx`, identityKey, 9), TEST_DATA.LEAVES.four.decompressed); + }); + }); + }); + + describe('Internal nodes', () => { + describe('bootstrapping cases', () => { + it('not inlined', () => { + const encodedNode = TEST_DATA.NODES.four.compressed; + assert.deepEqual(decompressNode(encodedNode, identityKey, 0), TEST_DATA.NODES.four.decompressed); + }); + + it('inlined', () => { + const encodedNode = TEST_DATA.NODES.four.compressed; + assert.deepEqual(decompressNode(`xxxxxxx${encodedNode}xx`, identityKey, 7), TEST_DATA.NODES.four.decompressed); + }); + }); + }); + + it('compresses fixture successfully: english-1000', () => { + const trieFixture = jsonFixture('tries/english-1000'); + const trie = new TrieBuilder(identityKey, trieFixture.root, trieFixture.totalWeight); + + assert.doesNotThrow(() => { return { + // The encoding pattern used above achives FAR better compression than + // JSON.stringify, which \u-escapes most chars. As of the commit when + // this was written, before we stopped storing 'key' for entries... + // - length of encoding below: 26097 + // - JSON-encoding length: 69122 + // - Source fixture's filesize: 141309 bytes + root: `\`${trie.compress()}\``, + totalWeight: trie.getTotalWeight() + } }); + + // The test: did it throw? If no, we'll assume we're good. + }); + + describe('surrogate-pair handling', () => { + it('compresses a Trie with non-BMP characters without throwing an error', () => { + const builder = new TrieBuilder(identityKey); + smpWordlist.forEach((tuple) => builder.addEntry(tuple[0], tuple[1])); + + assert.doesNotThrow(() => builder.compress()); + }); + + it.skip('properly round-trips a Trie through compression and decompression', () => { + // Requires full Trie integration, which isn't included yet. + }); + }); +}); \ No newline at end of file diff --git a/developer/src/kmc-model/src/build-trie.ts b/developer/src/kmc-model/src/build-trie.ts index 9e34cd54691..6c288c6a864 100644 --- a/developer/src/kmc-model/src/build-trie.ts +++ b/developer/src/kmc-model/src/build-trie.ts @@ -192,8 +192,6 @@ function* enumerateLines(lines: string[]): Generator { * the trie. There should be a function that converts arbitrary strings * (queries) and converts them into a standard search key for a given language * model. - * - * Fun fact: This opaque type has ALREADY saved my bacon and found a bug! */ type SearchKey = string & { _: 'SearchKey'};