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| // Microbenchmarks for the functions on the agentic-thread streaming hot path. | |
| // | |
| // Every function here is invoked from a `$derived` that is invalidated on each | |
| // streamed token, for every tool-call section in the message. These numbers give | |
| // the per-call cost; multiply by (tokens x sections) for the real damage. | |
| // | |
| // Run: npx vitest bench --project=unit tests/unit/agentic-hotpath.bench.ts | |
| import { classifyToolResult, parseToolResultWithImages } from '$lib/utils/agentic'; | |
| import { detectIncompleteCodeBlock, highlightCode } from '$lib/utils/code'; | |
| import { computeLineDiff } from '$lib/utils/compute-line-diff'; | |
| import { preprocessLaTeX } from '$lib/utils/latex-protection'; | |
| import { parsePartialJsonArgs } from '$lib/utils/parse-partial-json-args'; | |
| import { extractSearchQuery, extractSearchResults } from '$lib/utils/search-results'; | |
| import { all as lowlightAll } from 'lowlight'; | |
| import rehypeHighlight from 'rehype-highlight'; | |
| import rehypeKatex from 'rehype-katex'; | |
| import rehypeStringify from 'rehype-stringify'; | |
| import { remark } from 'remark'; | |
| import remarkBreaks from 'remark-breaks'; | |
| import remarkGfm from 'remark-gfm'; | |
| import remarkMath from 'remark-math'; | |
| import remarkRehype from 'remark-rehype'; | |
| import { bench, describe } from 'vitest'; | |
| // --- fixtures ------------------------------------------------------------- | |
| function lines(n: number, seed: string): string { | |
| const out: string[] = []; | |
| for (let i = 0; i < n; i++) out.push(`${seed} line ${i} const value_${i} = compute(${i});`); | |
| return out.join('\n'); | |
| } | |
| const SHELL_OUTPUT_1KB = lines(12, 'out'); | |
| const SHELL_OUTPUT_200KB = lines(2600, 'out'); | |
| const SHELL_OUTPUT_2MB = lines(26000, 'out'); | |
| // Realistic exec_shell_command result: the exit-code marker is the final line, | |
| // which is what the un-anchored EXIT_CODE regex has to scan the whole blob for. | |
| const SHELL_2MB_WITH_EXIT = `${SHELL_OUTPUT_2MB}\n[exit code: 0]`; | |
| const EDIT_OLD_400 = lines(400, 'old'); | |
| const EDIT_NEW_400 = lines(400, 'new'); | |
| const EDIT_OLD_50 = lines(50, 'old'); | |
| const EDIT_NEW_50 = lines(50, 'new'); | |
| const WRITE_FILE_ARGS = JSON.stringify({ | |
| content: lines(1500, 'src'), | |
| path: '/src/lib/thing.ts' | |
| }); | |
| const MARKDOWN_50KB = Array.from( | |
| { length: 400 }, | |
| (_, i) => | |
| `## Section ${i}\n\nSome **bold** prose with a [link](https://example.com) and \`inline\` code.\n\n- bullet one\n- bullet two\n\n\`\`\`ts\nconst x${i} = ${i};\n\`\`\`\n` | |
| ).join('\n'); | |
| const CODE_BLOCK_5KB = lines(60, 'code'); | |
| // --- A: computeLineDiff (O(m*n) LCS, allocates a full matrix) -------------- | |
| describe('computeLineDiff', () => { | |
| bench('50 x 50 lines', () => { | |
| computeLineDiff(EDIT_OLD_50, EDIT_NEW_50); | |
| }); | |
| bench('400 x 400 lines', () => { | |
| computeLineDiff(EDIT_OLD_400, EDIT_NEW_400); | |
| }); | |
| }); | |
| // --- B: the unified processor, rebuilt per call --------------------------- | |
| // Mirrors MarkdownContent.svelte:144-176. The local rehype/remark plugins are | |
| // omitted (they pull in browser-only modules); rehypeHighlight + lowlightAll is | |
| // the dominant term, so this is a lower bound on the real cost. | |
| function buildProcessor() { | |
| // eslint-disable-next-line @typescript-eslint/no-explicit-any | |
| let proc: any = remark().use(remarkGfm); | |
| proc = proc.use(remarkMath).use(remarkBreaks).use(remarkRehype).use(rehypeKatex); | |
| return proc.use(rehypeHighlight, { languages: lowlightAll }).use(rehypeStringify, { | |
| allowDangerousHtml: true | |
| }); | |
| } | |
| describe('markdown processor', () => { | |
| bench('build processor (per processMarkdown call, x2)', () => { | |
| buildProcessor(); | |
| }); | |
| const prebuilt = buildProcessor(); | |
| bench('parse 50KB markdown with a prebuilt processor', () => { | |
| prebuilt.parse(MARKDOWN_50KB); | |
| }); | |
| }); | |
| // Isolates the O(n^2) term measured in Tier 1: processMarkdown re-parses the | |
| // WHOLE accumulated string every frame, while only the last block can have | |
| // changed. If parse() dominates at these sizes, incremental parsing (re-parsing | |
| // only the tail after the last stable block) is the fix; if not, the cost is | |
| // downstream in transform/stringify/DOM. | |
| describe('markdown parse scaling (whole-string reparse per frame)', () => { | |
| const proc = buildProcessor(); | |
| const prose = (kb: number) => | |
| Array.from( | |
| { length: Math.ceil((kb * 1024) / 64) }, | |
| (_, i) => `The quick brown fox jumps over the lazy dog. Sentence ${i}.` | |
| ).join(' '); | |
| const MD_3KB = prose(3); | |
| const MD_11KB = prose(11); | |
| const MD_26KB = prose(26); | |
| bench('parse 3KB', () => { | |
| proc.parse(MD_3KB); | |
| }); | |
| bench('parse 11KB', () => { | |
| proc.parse(MD_11KB); | |
| }); | |
| bench('parse 26KB', () => { | |
| proc.parse(MD_26KB); | |
| }); | |
| bench('parse only a 200-char tail (proposed incremental)', () => { | |
| proc.parse(MD_26KB.slice(-200)); | |
| }); | |
| }); | |
| // processMarkdown runs these over the WHOLE accumulated string every frame too, | |
| // before parse() even starts. Measure them before assuming parse is the target. | |
| describe('other whole-string passes per frame', () => { | |
| const prose = (kb: number) => | |
| Array.from( | |
| { length: Math.ceil((kb * 1024) / 64) }, | |
| (_, i) => `The quick brown fox jumps over the lazy dog. Sentence ${i}.` | |
| ).join(' '); | |
| const MD_3KB = prose(3); | |
| const MD_11KB = prose(11); | |
| const MD_26KB = prose(26); | |
| const MD_26KB_LATEX = `${MD_26KB} and some math $x^2 + y^2 = z^2$ inline.`; | |
| bench('preprocessLaTeX 3KB (no latex present)', () => { | |
| preprocessLaTeX(MD_3KB); | |
| }); | |
| bench('preprocessLaTeX 11KB (no latex present)', () => { | |
| preprocessLaTeX(MD_11KB); | |
| }); | |
| bench('preprocessLaTeX 26KB (no latex present)', () => { | |
| preprocessLaTeX(MD_26KB); | |
| }); | |
| bench('preprocessLaTeX 26KB (latex present)', () => { | |
| preprocessLaTeX(MD_26KB_LATEX); | |
| }); | |
| bench('detectIncompleteCodeBlock 26KB', () => { | |
| detectIncompleteCodeBlock(MD_26KB); | |
| }); | |
| }); | |
| // --- C: extractSearchResults, run for EVERY tool of every type ------------ | |
| describe('extractSearchResults (only .length > 0 is consumed)', () => { | |
| bench('1KB non-search tool result', () => { | |
| extractSearchResults(SHELL_OUTPUT_1KB); | |
| }); | |
| bench('200KB non-search tool result', () => { | |
| extractSearchResults(SHELL_OUTPUT_200KB); | |
| }); | |
| bench('2MB non-search tool result', () => { | |
| extractSearchResults(SHELL_OUTPUT_2MB); | |
| }); | |
| }); | |
| describe('extractSearchQuery', () => { | |
| bench('write_file args (throws on the JSON.parse path)', () => { | |
| extractSearchQuery(WRITE_FILE_ARGS); | |
| }); | |
| }); | |
| // --- E: the un-anchored exit-code regex ----------------------------------- | |
| // Reproduced inline so the bench is independent of the current call site. | |
| const EXIT_CODE_TAIL = /\[exit code: (-?\d+)\]\s*$/; | |
| describe('exit-code regex', () => { | |
| bench('whole 2MB blob (current behaviour)', () => { | |
| SHELL_2MB_WITH_EXIT.match(EXIT_CODE_TAIL); | |
| }); | |
| bench('last 64 chars only (proposed)', () => { | |
| SHELL_2MB_WITH_EXIT.slice(-64).match(EXIT_CODE_TAIL); | |
| }); | |
| }); | |
| // --- per-line result parsers ---------------------------------------------- | |
| describe('parseToolResultWithImages', () => { | |
| bench('1KB', () => { | |
| parseToolResultWithImages(SHELL_OUTPUT_1KB, []); | |
| }); | |
| bench('200KB', () => { | |
| parseToolResultWithImages(SHELL_OUTPUT_200KB, []); | |
| }); | |
| bench('2MB', () => { | |
| parseToolResultWithImages(SHELL_OUTPUT_2MB, []); | |
| }); | |
| }); | |
| describe('classifyToolResult', () => { | |
| bench('200KB plain text (falls through to looksLikeMarkdown)', () => { | |
| classifyToolResult(SHELL_OUTPUT_200KB); | |
| }); | |
| }); | |
| describe('parsePartialJsonArgs', () => { | |
| bench('write_file args, ~60KB (char-by-char scan)', () => { | |
| parsePartialJsonArgs(WRITE_FILE_ARGS); | |
| }); | |
| }); | |
| // --- F / I: highlight.js --------------------------------------------------- | |
| describe('highlightCode', () => { | |
| bench('short bash command (title row, per token)', () => { | |
| highlightCode('grep -rn "foo" src/ | head -50', 'bash'); | |
| }); | |
| bench('5KB known language', () => { | |
| highlightCode(CODE_BLOCK_5KB, 'typescript'); | |
| }); | |
| bench('5KB unknown language -> highlightAuto', () => { | |
| highlightCode(CODE_BLOCK_5KB, 'not-a-language'); | |
| }); | |
| }); | |