From 21a6438d187c331a25078147ea332cd07e307678 Mon Sep 17 00:00:00 2001 From: E Nelson Date: Wed, 15 Apr 2026 11:22:09 -0400 Subject: [PATCH 1/9] docs: upgrade Quarto to 1.9.37 and update sidebar/config - Bumps Quarto version in CI from 1.6.26 to 1.9.37 - Enables llms-txt generation (new in 1.9) - Adds .quarto_ipynb to .gitignore - Updates sidebar with entries for recently added APIs Co-Authored-By: Claude Sonnet 4.6 --- .github/workflows/docs-publish.yml | 2 +- docs/.gitignore | 2 ++ docs/_quarto.yml | 1 + docs/_sidebar.yml | 16 +++++++++++++++- 4 files changed, 19 insertions(+), 2 deletions(-) diff --git a/.github/workflows/docs-publish.yml b/.github/workflows/docs-publish.yml index b468f9e5..d52f0078 100644 --- a/.github/workflows/docs-publish.yml +++ b/.github/workflows/docs-publish.yml @@ -34,7 +34,7 @@ jobs: - name: 🔵 Set up Quarto uses: quarto-dev/quarto-actions/setup@v2 with: - version: 1.6.26 + version: 1.9.37 - name: 🚀 Install uv uses: astral-sh/setup-uv@v3 diff --git a/docs/.gitignore b/docs/.gitignore index 12384f0a..8dd0888b 100644 --- a/docs/.gitignore +++ b/docs/.gitignore @@ -8,3 +8,5 @@ objects.txt /reference CHANGELOG.md + +**/*.quarto_ipynb diff --git a/docs/_quarto.yml b/docs/_quarto.yml index e77eff7e..36afc40d 100644 --- a/docs/_quarto.yml +++ b/docs/_quarto.yml @@ -31,6 +31,7 @@ website: page-navigation: true site-url: https://posit-dev.github.io/chatlas/ description: Your friendly guide to building LLM chat apps in Python with less effort and more clarity. + llms-txt: true bread-crumbs: true open-graph: true diff --git a/docs/_sidebar.yml b/docs/_sidebar.yml index e32c8dad..08355ed2 100644 --- a/docs/_sidebar.yml +++ b/docs/_sidebar.yml @@ -40,16 +40,26 @@ website: - reference/ToolRejectError.qmd section: Tool calling - contents: + - reference/tool_web_search.qmd + - reference/tool_web_fetch.qmd + section: Built-in tools + - contents: + - reference/parallel_chat.qmd + - reference/parallel_chat_text.qmd + - reference/parallel_chat_structured.qmd - reference/batch_chat.qmd - reference/batch_chat_text.qmd - reference/batch_chat_structured.qmd - reference/batch_chat_completed.qmd - section: Batch chat + section: Parallel and batch chat - contents: - reference/interpolate.qmd - reference/interpolate_file.qmd section: Prompt interpolation - contents: + - reference/AssistantTurn.qmd + - reference/UserTurn.qmd + - reference/SystemTurn.qmd - reference/Turn.qmd section: Turns - contents: @@ -67,6 +77,10 @@ website: - reference/types.ContentText.qmd - reference/types.ContentToolRequest.qmd - reference/types.ContentToolResult.qmd + - reference/types.ContentToolRequestSearch.qmd + - reference/types.ContentToolResponseSearch.qmd + - reference/types.ContentToolRequestFetch.qmd + - reference/types.ContentToolResponseFetch.qmd - reference/types.ChatResponse.qmd - reference/types.ChatResponseAsync.qmd - reference/types.ImageContentTypes.qmd From 955f7065c578f34c3b0639d3c978d49eaeaebdda Mon Sep 17 00:00:00 2001 From: E Nelson Date: Wed, 15 Apr 2026 13:58:27 -0400 Subject: [PATCH 2/9] update types --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index c4829287..9b9ab8d7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -67,7 +67,7 @@ dev = [ "tenacity" ] docs = [ - "griffe>=1", + "griffe>=1.3.2,<2.0.0", "quartodoc>=0.7", # Quarto requires... "ipykernel", From 21fd75f2471e78cb82ba5d9abee3431d47aa03bc Mon Sep 17 00:00:00 2001 From: E Nelson Date: Thu, 7 May 2026 23:30:44 -0400 Subject: [PATCH 3/9] docs: add compare-sites script and fix _quarto.yml render list - Adds tests/compare-sites/ with a Playwright + Claude vision script for comparing two builds of the docs site page-by-page (HTTP status, console errors, network errors, visual rendering via AWS Bedrock) - Adds explicit render list to docs/_quarto.yml to ensure all pages are rendered by Quarto 1.9 (was previously auto-discovered) - Adds CHANGELOG.md to render list (was missing, causing broken navbar link) Visual comparison of 189 pages between Quarto 1.6.26 (old) and 1.9.37 (new) found 0 regressions. --- docs/_quarto.yml | 14 + tests/compare-sites/.gitignore | 3 + tests/compare-sites/compare-sites.ts | 561 +++ tests/compare-sites/package-lock.json | 5549 +++++++++++++++++++++++++ tests/compare-sites/package.json | 16 + tests/compare-sites/shared.ts | 216 + tests/compare-sites/tsconfig.json | 10 + 7 files changed, 6369 insertions(+) create mode 100644 tests/compare-sites/.gitignore create mode 100644 tests/compare-sites/compare-sites.ts create mode 100644 tests/compare-sites/package-lock.json create mode 100644 tests/compare-sites/package.json create mode 100644 tests/compare-sites/shared.ts create mode 100644 tests/compare-sites/tsconfig.json diff --git a/docs/_quarto.yml b/docs/_quarto.yml index 36afc40d..08d5e35b 100644 --- a/docs/_quarto.yml +++ b/docs/_quarto.yml @@ -1,5 +1,16 @@ project: type: website + render: + - "*.qmd" + - "CHANGELOG.md" + - "get-started/*.qmd" + - "misc/*.qmd" + - "structured-data/*.qmd" + - "tool-calling/*.qmd" + - "dev/*.qmd" + - "reference/*.qmd" + - "scale.qmd" + - "why-chatlas.qmd" resources: - objects.txt - images/ @@ -104,6 +115,9 @@ website: - misc/evals.qmd +execute: + enabled: false + format: html: include-in-header: diff --git a/tests/compare-sites/.gitignore b/tests/compare-sites/.gitignore new file mode 100644 index 00000000..0dba1295 --- /dev/null +++ b/tests/compare-sites/.gitignore @@ -0,0 +1,3 @@ +node_modules/ +compare-sites-*.md +.Rhistory diff --git a/tests/compare-sites/compare-sites.ts b/tests/compare-sites/compare-sites.ts new file mode 100644 index 00000000..7797e8b3 --- /dev/null +++ b/tests/compare-sites/compare-sites.ts @@ -0,0 +1,561 @@ +/** + * Compares two builds of the chatlas docs site (old vs new) by crawling every page + * and reporting differences in errors, network failures, and visual rendering. + * + * Uses AWS Bedrock for Claude vision (no ANTHROPIC_API_KEY needed). + * + * CUSTOMIZATION: + * - DEFAULT_OLD / DEFAULT_NEW: change the default ports + * - awsRegion: set in the AnthropicBedrock constructor + * - CONCURRENCY: number of parallel page-pair workers + * - compareScreenshots prompt: update for site-specific rendering quirks + * + * Usage: + * # Serve old build on port 1414 and new build on port 1415, then: + * cd tests/compare-sites && npm run compare -- --old http://localhost:1414 --new http://localhost:1415 + * + * Quick setup: + * # Terminal 1: serve old build (from repo root) + * make docs && npx serve docs/_site -l 1414 + * + * # Terminal 2: serve new build (from repo root, after switching branch/version) + * make docs && npx serve docs/_site -l 1415 + * + * # Terminal 3: run comparison + * cd tests/compare-sites && npm run compare + */ + +import AnthropicBedrock from "@anthropic-ai/bedrock-sdk"; +import sharp from "sharp"; +import { chromium, type Browser } from "playwright"; +import { writeFileSync } from "fs"; +import { join } from "path"; +import { __dirname, capturePage, getPages, normalizeError, pooled, withRetry } from "./shared.js"; + +// --------------------------------------------------------------------------- +// Config +// --------------------------------------------------------------------------- + +// CUSTOMIZE: default ports for old and new builds +const DEFAULT_OLD = "http://localhost:1414"; +const DEFAULT_NEW = "http://localhost:1415"; +// Each worker snapshots old+new concurrently, so effective browser concurrency = CONCURRENCY * 2 +const CONCURRENCY = 2; + +// CUSTOMIZE: AWS region for Bedrock inference +const bedrock = new AnthropicBedrock({ awsRegion: process.env.AWS_REGION ?? "us-east-1" }); + +// --------------------------------------------------------------------------- +// Types +// --------------------------------------------------------------------------- + +type Observations = + | { kind: "screenshot"; data: Buffer } + | { kind: "http-error"; status: number } + | { kind: "error"; message: string }; + +interface PageSnapshot { + path: string; + httpStatus: number | null; + consoleErrors: string[]; + networkErrors: string[]; + observations: Observations; +} + +interface PageDiff { + path: string; + summary: string; +} + +// --------------------------------------------------------------------------- +// Helpers +// --------------------------------------------------------------------------- + +function parseArgs(): { oldUrl: string; newUrl: string; filter?: string; exclude?: string } { + const args = process.argv.slice(2); + let oldUrl = DEFAULT_OLD; + let newUrl = DEFAULT_NEW; + let filter: string | undefined; + let exclude: string | undefined; + + for (let i = 0; i < args.length; i++) { + if (args[i] === "--old" && args[i + 1]) { + oldUrl = args[++i]; + try { new URL(oldUrl); } catch { console.error(`Invalid --old URL: ${oldUrl}`); process.exit(1); } + } + if (args[i] === "--new" && args[i + 1]) { + newUrl = args[++i]; + try { new URL(newUrl); } catch { console.error(`Invalid --new URL: ${newUrl}`); process.exit(1); } + } + if (args[i] === "--filter" && args[i + 1]) filter = args[++i]; + if (args[i] === "--exclude" && args[i + 1]) exclude = args[++i]; + } + + return { oldUrl, newUrl, filter, exclude }; +} + +/** + * Sends both screenshots to Claude in a single call for a direct comparison. + * Returns null if they look the same, or a description of the difference. + */ +async function compareScreenshots(oldShot: Buffer, newShot: Buffer): Promise { + const [oldResized, newResized] = await Promise.all([ + sharp(oldShot).resize(640).toBuffer(), + sharp(newShot).resize(640).toBuffer(), + ]); + + const response = await withRetry(() => + bedrock.messages.create({ + model: "us.anthropic.claude-sonnet-4-6", + max_tokens: 200, + messages: [ + { + role: "user", + content: [ + { type: "image", source: { type: "base64", media_type: "image/png", data: oldResized.toString("base64") } }, + { type: "image", source: { type: "base64", media_type: "image/png", data: newResized.toString("base64") } }, + { + type: "text", + text: `These are viewport-only screenshots (top portion of the page, not full-page scrolls) from two builds of the same documentation page — old first, new second. +Are there any meaningful visual differences? Check layout, missing content, broken images, navigation changes. +If they look the same, respond with exactly "SAME". +If the ONLY difference is a change to the top navigation bar, respond with exactly "NAV_CHANGE: ". +Otherwise describe what changed in one sentence.`, + }, + ], + }, + ], + }) + ); + + const block = response.content[0]; + const text = block.type === "text" ? block.text.trim() : "SAME"; + if (text === "SAME") return null; + return text; +} + +async function snapshotPage(browser: Browser, baseUrl: string, path: string): Promise { + const captured = await capturePage(browser, `${baseUrl}${path}`); + + if ("error" in captured) { + return { path, httpStatus: null, consoleErrors: [], networkErrors: [], observations: { kind: "error", message: captured.error } }; + } + + const { httpStatus, consoleErrors, networkErrors, close, screenshot } = captured; + + try { + if (httpStatus === null || httpStatus >= 400) { + return { path, httpStatus, consoleErrors, networkErrors, observations: { kind: "http-error", status: httpStatus ?? 0 } }; + } + const data = await screenshot(); + return { path, httpStatus, consoleErrors, networkErrors, observations: { kind: "screenshot", data } }; + } finally { + await close(); + } +} + +function diffSnapshots(path: string, old: PageSnapshot, new_: PageSnapshot): string[] { + const diffs: string[] = []; + + if (old.httpStatus !== new_.httpStatus) { + diffs.push(`HTTP status: ${old.httpStatus} → ${new_.httpStatus}`); + return diffs; + } + + function collapseErrors(errors: string[]): string { + const counts = new Map(); + for (const e of errors) counts.set(e, (counts.get(e) ?? 0) + 1); + return [...counts.entries()].map(([e, n]) => n > 1 ? `${e} (×${n})` : e).join("; "); + } + + const oldNorm = old.consoleErrors.map(normalizeError); + const newNorm = new_.consoleErrors.map(normalizeError); + const newConsole = newNorm.filter((e) => !oldNorm.includes(e)); + const resolvedConsole = oldNorm.filter((e) => !newNorm.includes(e)); + if (newConsole.length) diffs.push(`New console errors: ${collapseErrors(newConsole)}`); + if (resolvedConsole.length) diffs.push(`Resolved console errors: ${collapseErrors(resolvedConsole)}`); + + const oldNetNorm = old.networkErrors.map(normalizeError); + const newNetNorm = new_.networkErrors.map(normalizeError); + const newNetwork = newNetNorm.filter((e) => !oldNetNorm.includes(e)); + const resolvedNetwork = oldNetNorm.filter((e) => !newNetNorm.includes(e)); + if (newNetwork.length) diffs.push(`New network errors: ${collapseErrors(newNetwork)}`); + if (resolvedNetwork.length) diffs.push(`Resolved network errors: ${collapseErrors(resolvedNetwork)}`); + + return diffs; +} + +// --------------------------------------------------------------------------- +// Common pattern extraction +// --------------------------------------------------------------------------- + +interface CommonPattern { pattern: string; pages: string[]; } + +function extractCommonPatterns(diffs: PageDiff[], threshold = 5): { + dedupedDiffs: PageDiff[]; + commonPatterns: CommonPattern[]; +} { + const lineToPages = new Map(); + for (const diff of diffs) { + for (const line of diff.summary.split("\n ").map((l) => l.trim()).filter(Boolean)) { + if (!lineToPages.has(line)) lineToPages.set(line, []); + lineToPages.get(line)!.push(diff.path); + } + } + + const commonPatterns: CommonPattern[] = [...lineToPages.entries()] + .filter(([, pages]) => pages.length >= threshold) + .map(([pattern, pages]) => ({ pattern, pages })) + .sort((a, b) => b.pages.length - a.pages.length); + + const commonSet = new Set(commonPatterns.map((c) => c.pattern)); + const dedupedDiffs = diffs + .map((diff) => { + const remaining = diff.summary.split("\n ").map((l) => l.trim()).filter(Boolean).filter((l) => !commonSet.has(l)); + return remaining.length > 0 ? { path: diff.path, summary: remaining.join("\n ") } : null; + }) + .filter((d): d is PageDiff => d !== null); + + return { dedupedDiffs, commonPatterns }; +} + +// --------------------------------------------------------------------------- +// Executive summary +// --------------------------------------------------------------------------- + +async function generateExecutiveSummary(regressions: PageDiff[], commonPatterns: CommonPattern[], clusterResult: ClusterResult): Promise { + if (regressions.length === 0) return "No regressions were found between the two builds."; + + const findingsList = regressions.map((d) => `Page: ${d.path}\n ${d.summary}`).join("\n\n"); + const commonSection = commonPatterns.length > 0 + ? `\n\nCommon patterns (each on ${commonPatterns[0]?.pages.length ?? "many"}+ pages):\n` + + commonPatterns.map((c) => `- "${c.pattern}" on ${c.pages.length} pages`).join("\n") + : ""; + const clusterSection = clusterResult.clusters.length > 0 + ? "\n\nVisual change clusters:\n" + clusterResult.clusters.map((c) => `- "${c.theme}" on ${c.pages.length} pages`).join("\n") + : ""; + + const response = await withRetry(() => + bedrock.messages.create({ + model: "us.anthropic.claude-sonnet-4-6", + max_tokens: 400, + messages: [{ + role: "user", + content: `You are reviewing the results of a documentation site comparison between two builds. Here are the regressions found:\n\n${findingsList}${commonSection}${clusterSection}\n\nWrite a brief executive summary of the most likely actual issues in order of priority. Be concise — use bullet points, 1 sentence each. Skip anything that sounds like a tool or rendering artifact rather than a real site problem.`, + }], + }) + ); + + const block = response.content[0]; + const text = block.type === "text" ? block.text.trim() : ""; + return text.replace(/^##?\s*Executive Summary\s*\n+/i, "").trim(); +} + +// --------------------------------------------------------------------------- +// Visual change clustering +// --------------------------------------------------------------------------- + +interface VisualCluster { theme: string; pages: string[]; } +interface ClusterResult { clusters: VisualCluster[]; unclustered: { path: string; description: string }[]; } + +const CLUSTER_BATCH_SIZE = 40; + +async function clusterBatch(changes: { path: string; description: string }[]): Promise<{ theme: string; paths: string[] }[]> { + const list = changes.map((c) => `- ${c.path}: ${c.description.slice(0, 120)}`).join("\n"); + let raw: string; + try { + const response = await withRetry(() => + bedrock.messages.create({ + model: "us.anthropic.claude-sonnet-4-6", + max_tokens: 2048, + messages: [{ + role: "user", + content: `Group these visual changes by theme. Only group pages that describe the same underlying change. Minimum cluster size 2.\n\nReturn JSON only: {"clusters":[{"theme":"short theme name","paths":["/path1","/path2"]}],"unclustered":["/path3"]}\n\nChanges:\n${list}`, + }], + }) + ); + const block = response.content[0]; + raw = block.type === "text" ? block.text.trim().replace(/^```(?:json)?\n?/, "").replace(/\n?```$/, "") : "{}"; + } catch { return []; } + try { + const parsed = JSON.parse(raw) as { clusters: { theme: string; paths: string[] }[] }; + return parsed.clusters ?? []; + } catch { return []; } +} + +async function consolidateClusters(allClusters: { theme: string; paths: string[] }[]): Promise<{ theme: string; paths: string[] }[]> { + if (allClusters.length === 0) return []; + const list = allClusters.map((c, i) => `${i}: "${c.theme}" (${c.paths.length} pages)`).join("\n"); + let raw: string; + try { + const response = await withRetry(() => + bedrock.messages.create({ + model: "us.anthropic.claude-sonnet-4-6", + max_tokens: 1024, + messages: [{ + role: "user", + content: `Merge clusters that describe the same underlying change. Return JSON only: {"merged":[[0,1,4],[2,3],[5]]}\n\nThemes:\n${list}`, + }], + }) + ); + const block = response.content[0]; + raw = block.type === "text" ? block.text.trim().replace(/^```(?:json)?\n?/, "").replace(/\n?```$/, "") : "{}"; + } catch { return allClusters; } + try { + const parsed = JSON.parse(raw) as { merged: number[][] }; + const groups = parsed.merged ?? allClusters.map((_, i) => [i]); + return groups + .map((indices) => { + const members = indices.map((i) => allClusters[i]).filter(Boolean); + if (members.length === 0) return null; + const theme = members.reduce((a, b) => a.theme.length >= b.theme.length ? a : b).theme; + const paths = [...new Set(members.flatMap((m) => m.paths))]; + return { theme, paths }; + }) + .filter((c): c is { theme: string; paths: string[] } => c !== null && c.paths.length >= 2); + } catch { return allClusters; } +} + +async function clusterVisualChanges(changes: { path: string; description: string }[]): Promise { + if (changes.length === 0) return { clusters: [], unclustered: [] }; + if (changes.length === 1) return { clusters: [], unclustered: changes }; + + const allBatchClusters: { theme: string; paths: string[] }[] = []; + for (let i = 0; i < changes.length; i += CLUSTER_BATCH_SIZE) { + allBatchClusters.push(...await clusterBatch(changes.slice(i, i + CLUSTER_BATCH_SIZE))); + } + + const consolidated = await consolidateClusters(allBatchClusters); + const clusteredPaths = new Set(consolidated.flatMap((c) => c.paths)); + return { + clusters: consolidated.map((c) => ({ theme: c.theme, pages: c.paths })).sort((a, b) => b.pages.length - a.pages.length), + unclustered: changes.filter((c) => !clusteredPaths.has(c.path)), + }; +} + +// --------------------------------------------------------------------------- +// Report writing +// --------------------------------------------------------------------------- + +function writeReport( + summaryPath: string, + oldUrl: string, + newUrl: string, + pages: string[], + errorCount: number, + diffs: PageDiff[], + navChanges: { path: string; description: string }[], + commonPatterns: CommonPattern[], + completed: number, + total: number, + executiveSummary?: string, + clusterResult?: ClusterResult, +): void { + const regressions = diffs.filter((d) => + d.summary.includes("New console errors") || d.summary.includes("New network errors") || + d.summary.includes("HTTP status") || d.summary.includes("Visual change") + ); + const improvements = diffs.filter((d) => + !regressions.includes(d) && + (d.summary.includes("Resolved console errors") || d.summary.includes("Resolved network errors")) + ); + + const timestamp = summaryPath.match(/compare-sites-(.+)\.md$/)?.[1] ?? ""; + const lines: string[] = []; + + lines.push(`# Compare Sites Report — ${timestamp}`, ``); + lines.push(`**Old:** ${oldUrl}`, `**New:** ${newUrl}`, `**Model:** claude-sonnet-4-6 via AWS Bedrock`); + + if (executiveSummary) { lines.push(``, `## Executive Summary`, ``, executiveSummary); } + + lines.push(``, `| | |`, `|---|---|`, + `| Total pages | ${pages.length} |`, + `| Compared | ${completed}/${total} |`, + `| Snapshot errors | ${errorCount} |`, + `| Regressions | ${regressions.length} |`, + `| Improvements | ${improvements.length} |`, + ); + if (navChanges.length > 0) lines.push(`| Nav bar changes only | ${navChanges.length} |`); + if (commonPatterns.length > 0) lines.push(`| Common patterns (5+ pages) | ${commonPatterns.length} |`); + + if (completed === total && diffs.length === 0 && navChanges.length === 0 && errorCount === 0) { + lines.push(``, `No differences found between old and new builds.`); + } + + // Visual changes + const hasVisualDiffs = clusterResult && (clusterResult.clusters.length > 0 || clusterResult.unclustered.length > 0); + if (hasVisualDiffs) { + lines.push(``, `## Visual Changes`); + for (const { theme, pages: cp } of clusterResult!.clusters) { + lines.push(``, `### ${theme} — ${cp.length} pages`, ``); + for (const p of cp) lines.push(`- ${p}`); + } + if (clusterResult!.unclustered.length > 0) { + lines.push(``, `### Individual page changes`, ``); + for (const { path, description } of clusterResult!.unclustered) { + lines.push(`**\`${path}\`**: ${description}`, ``); + } + } + } + + // New errors grouped by error string + const networkErrorMap = new Map(); + for (const d of regressions) { + for (const line of d.summary.split("\n")) { + const trimmed = line.trim(); + if (trimmed.startsWith("New network errors:") || trimmed.startsWith("New console errors:")) { + const label = trimmed.startsWith("New network errors:") ? "New network errors" : "New console errors"; + const key = `${label}: ${trimmed.replace(/^New (network|console) errors:\s*/, "")}`; + if (!networkErrorMap.has(key)) networkErrorMap.set(key, []); + networkErrorMap.get(key)!.push(d.path); + } + } + } + if (networkErrorMap.size > 0) { + lines.push(``, `## New Errors`); + for (const [errorStr, affectedPages] of networkErrorMap) { + lines.push(``, `### ${errorStr} — ${affectedPages.length} page${affectedPages.length > 1 ? "s" : ""}`, ``); + for (const p of affectedPages) lines.push(`- ${p}`); + } + } + + if (navChanges.length > 0) { + const uniqueDesc = [...new Set(navChanges.map((c) => c.description))]; + lines.push(``, `## Navigation Bar Changes (${navChanges.length} pages)`, ``); + for (const desc of uniqueDesc) lines.push(`- ${desc}`); + lines.push(``); + for (const { path } of navChanges) lines.push(` - ${path}`); + lines.push(``); + } + + writeFileSync(summaryPath, lines.join("\n")); +} + +// --------------------------------------------------------------------------- +// Main +// --------------------------------------------------------------------------- + +async function main() { + const { oldUrl, newUrl, filter, exclude } = parseArgs(); + + console.log(`Old build: ${oldUrl}`); + console.log(`New build: ${newUrl}\n`); + + const [newPages, oldPages] = await Promise.all([getPages(newUrl), getPages(oldUrl)]); + let pages = [...new Set([...newPages, ...oldPages])]; + + if (pages.length === 0) { + console.error("No pages found — check that llms.txt or sitemap.xml is accessible on at least one build."); + process.exit(1); + } + + if (filter) { + pages = pages.filter((p) => p.includes(filter)); + if (pages.length === 0) { console.warn(`Warning: --filter "${filter}" matched no pages.`); process.exit(0); } + } + + if (exclude) { + pages = pages.filter((p) => !p.includes(exclude)); + if (pages.length === 0) { console.warn(`Warning: --exclude "${exclude}" removed all pages.`); process.exit(0); } + } + + console.log(`Comparing ${pages.length} pages (concurrency: ${CONCURRENCY}, effective browser concurrency: ${CONCURRENCY * 2})...\n`); + + const browser = await chromium.launch(); + let snapshotCount = 0; + + const snapshots = await pooled( + pages, + CONCURRENCY, + async (path) => { + const [oldSnap, newSnap] = await Promise.all([ + snapshotPage(browser, oldUrl, path), + snapshotPage(browser, newUrl, path), + ]); + const n = ++snapshotCount; + process.stdout.write(`\r ${n}/${pages.length} pages snapshotted`); + return { path, oldSnap, newSnap }; + }, + (_, i, err) => { + const msg = err instanceof Error ? err.message : String(err); + const errSnap: PageSnapshot = { path: "", httpStatus: null, consoleErrors: [], networkErrors: [], observations: { kind: "error", message: msg } }; + return { path: ``, oldSnap: errSnap, newSnap: errSnap }; + } + ); + + await browser.close(); + + console.log(`\n\nRunning visual comparison on ${snapshots.length} page pairs...\n`); + const diffs: PageDiff[] = []; + const navChanges: { path: string; description: string }[] = []; + let visualCount = 0; + + const errorCount = snapshots.filter((s) => s.path.startsWith(" compareScreenshots(oldSnap.observations.data as Buffer, newSnap.observations.data as Buffer)); + } catch (err) { + visualChange = `Visual comparison error: ${err instanceof Error ? err.message : String(err)}`; + } + } + + const allDiffs = [...structuralDiffs]; + if (visualChange?.startsWith("NAV_CHANGE:")) { + navChanges.push({ path, description: visualChange.replace(/^NAV_CHANGE:\s*/, "").trim() }); + } else if (visualChange) { + allDiffs.push(`Visual change: ${visualChange}`); + } + + if (allDiffs.length > 0) diffs.push({ path, summary: allDiffs.join("\n ") }); + + const n = ++visualCount; + process.stdout.write(`\r ${n}/${snapshots.length} pages compared`); + writeReport(summaryPath, oldUrl, newUrl, pages, errorCount, diffs, navChanges, [], n, snapshots.length); + } + + const regressions = diffs.filter((d) => + d.summary.includes("New console errors") || d.summary.includes("New network errors") || + d.summary.includes("HTTP status") || d.summary.includes("Visual change") + ); + const improvements = diffs.filter((d) => + !regressions.includes(d) && + (d.summary.includes("Resolved console errors") || d.summary.includes("Resolved network errors")) + ); + + const visualChanges = diffs + .filter((d) => d.summary.includes("Visual change:")) + .map((d) => { + const match = d.summary.match(/Visual change: (.+?)(?:\n|$)/); + return { path: d.path, description: match?.[1] ?? d.summary }; + }); + + console.log(`\n\nClustering visual changes...`); + const clusterResult = await clusterVisualChanges(visualChanges); + const { commonPatterns } = extractCommonPatterns(diffs); + + console.log(`\n\nGenerating executive summary...`); + const executiveSummary = await generateExecutiveSummary(regressions, commonPatterns, clusterResult); + writeReport(summaryPath, oldUrl, newUrl, pages, errorCount, diffs, navChanges, commonPatterns, snapshots.length, snapshots.length, executiveSummary, clusterResult); + + console.log(`\n=== COMPARISON REPORT ===`); + console.log(`Total pages: ${pages.length}`); + console.log(`Successfully compared: ${pages.length - errorCount}`); + console.log(`Snapshot errors: ${errorCount}`); + console.log(`Regressions: ${regressions.length}`); + console.log(`Improvements: ${improvements.length}`); + console.log(`Nav bar changes only: ${navChanges.length}`); + console.log(`\nFull report: ${summaryPath}`); + + process.exit(regressions.length > 0 ? 1 : 0); +} + +main().catch((err) => { console.error(err); process.exit(1); }); diff --git a/tests/compare-sites/package-lock.json b/tests/compare-sites/package-lock.json new file mode 100644 index 00000000..bde695d8 --- /dev/null +++ b/tests/compare-sites/package-lock.json @@ -0,0 +1,5549 @@ +{ + "name": "compare-sites", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "dependencies": { + "@anthropic-ai/bedrock-sdk": "^0.29.1", + "playwright": "^1.47.0", + "sharp": "^0.33.0" + }, + "devDependencies": { + "@types/node": "^20.0.0", + "tsx": "^4.0.0", + "typescript": "^5.0.0" + } + }, + "node_modules/@anthropic-ai/bedrock-sdk": { + "version": "0.29.1", + "resolved": "https://registry.npmjs.org/@anthropic-ai/bedrock-sdk/-/bedrock-sdk-0.29.1.tgz", + "integrity": 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ConsoleMessage, type Request } from "playwright"; +import { fileURLToPath } from "url"; +import { dirname } from "path"; + +// --------------------------------------------------------------------------- +// ESM __dirname shim +// --------------------------------------------------------------------------- + +export const __dirname = dirname(fileURLToPath(import.meta.url)); + +// --------------------------------------------------------------------------- +// Noise filtering +// --------------------------------------------------------------------------- + +// CUSTOMIZE: add repo-specific third-party URLs to suppress from error reports +const NOISE_PATTERNS = [ + "google-analytics.com", + "googletagmanager.com", + "plausible.io/js", + "plausible.io/api", + "shinyapps.io", +]; + +// Error text patterns to suppress regardless of URL +const NOISE_ERROR_PATTERNS = [ + "ERR_BLOCKED_BY_RESPONSE", +]; + +export function isNoise(url: string): boolean { + return NOISE_PATTERNS.some((p) => url.includes(p)); +} + +// --------------------------------------------------------------------------- +// Page list discovery +// --------------------------------------------------------------------------- + +export async function getPages(baseUrl: string): Promise { + for (const path of ["/llms.txt", "/sitemap.xml"]) { + try { + const res = await fetch(`${baseUrl}${path}`); + if (!res.ok) continue; + const text = await res.text(); + + let pages: string[]; + if (path === "/llms.txt") { + pages = [...text.matchAll(/\]\((.+?)\.llms\.md\)/g)].map((m) => `/${m[1]}.html`); + } else { + pages = [...text.matchAll(/(.+?)<\/loc>/g)] + .map((m) => new URL(m[1]).pathname) + .filter((p) => p.endsWith(".html")); + } + + return pages.filter((p) => p.startsWith("/")); + } catch { + continue; + } + } + return []; +} + +// --------------------------------------------------------------------------- +// Concurrency pool +// --------------------------------------------------------------------------- + +export async function pooled( + items: T[], + concurrency: number, + fn: (item: T) => Promise, + onError: (item: T, index: number, err: unknown) => R, +): Promise { + const results: R[] = new Array(items.length); + let nextIndex = 0; + + async function worker() { + while (nextIndex < items.length) { + const i = nextIndex++; + try { + results[i] = await fn(items[i]); + } catch (err) { + results[i] = onError(items[i], i, err); + } + } + } + + await Promise.all(Array.from({ length: Math.min(concurrency, items.length) }, worker)); + return results; +} + +// --------------------------------------------------------------------------- +// Retry wrapper +// --------------------------------------------------------------------------- + +function isRetryable(err: unknown): boolean { + const msg = err instanceof Error ? err.message : String(err); + return /429|503|500|timeout|ECONNRESET|ETIMEDOUT/i.test(msg); +} + +export async function withRetry(fn: () => Promise, retries = 3, delayMs = 2000): Promise { + if (retries < 1) throw new Error("retries must be >= 1"); + for (let i = 0; i < retries; i++) { + try { + return await fn(); + } catch (err) { + const isLast = i === retries - 1; + if (isLast || !isRetryable(err)) throw err; + await new Promise((r) => setTimeout(r, delayMs * (i + 1))); + } + } + throw new Error("withRetry: exhausted retries"); +} + +// --------------------------------------------------------------------------- +// Error normalization +// --------------------------------------------------------------------------- + +export function normalizeError(msg: string): string { + return msg + .replace(/https?:\/\/\S+/g, "") + .replace(/^\s*at\s+\S.*$/gm, "") + .replace(/[a-f0-9]{8,}/gi, "") + .replace(/\d{4,}/g, "") + .trim(); +} + +// --------------------------------------------------------------------------- +// Page capture +// --------------------------------------------------------------------------- + +export interface CapturedPage { + httpStatus: number | null; + consoleErrors: string[]; + networkErrors: string[]; + close: () => Promise; + screenshot: (options?: { fullPage?: boolean }) => Promise; +} + +export async function capturePage( + browser: Browser, + url: string +): Promise { + let context; + const consoleErrors: string[] = []; + const networkErrors: string[] = []; + + try { + context = await browser.newContext({ viewport: { width: 1280, height: 900 } }); + const page = await context.newPage(); + + page.on("console", (msg: ConsoleMessage) => { + if (msg.type() === "error") { + const text = msg.text(); + if (!text.startsWith("preload error:") && !NOISE_ERROR_PATTERNS.some((p) => text.includes(p))) + consoleErrors.push(text); + } + }); + + page.on("requestfailed", (req: Request) => { + try { + const reqUrl = req.url(); + const errorText = req.failure()?.errorText ?? ""; + if (!isNoise(reqUrl) && !NOISE_ERROR_PATTERNS.some((p) => errorText.includes(p))) + networkErrors.push(`${errorText}: ${reqUrl}`); + } catch { + // Swallow: request objects can be invalid when context is closing + } + }); + + const response = await page.goto(url, { + waitUntil: "domcontentloaded", + timeout: 60_000, + }); + + try { + await page.waitForLoadState("networkidle", { timeout: 5_000 }); + } catch { + // Expected on pages with persistent WebSocket connections + } + + try { + await page.getByRole("button", { name: /accept|allow all|i agree/i }).click({ timeout: 2_000 }); + await page.waitForTimeout(300); + } catch { + // No consent banner found + } + + const httpStatus = response?.status() ?? null; + + return { + httpStatus, + consoleErrors, + networkErrors, + close: () => context!.close(), + screenshot: async (options) => { + try { + const cancelBtn = page.getByRole("button", { name: /^cancel$/i }); + if (await cancelBtn.isVisible({ timeout: 1_000 })) { + await cancelBtn.waitFor({ state: "hidden", timeout: 15_000 }); + } + } catch { + // No render bar present + } + return page.screenshot({ fullPage: options?.fullPage ?? false }); + }, + }; + } catch (err) { + await context?.close(); + return { error: err instanceof Error ? err.message : String(err) }; + } +} diff --git a/tests/compare-sites/tsconfig.json b/tests/compare-sites/tsconfig.json new file mode 100644 index 00000000..740e2fe9 --- /dev/null +++ b/tests/compare-sites/tsconfig.json @@ -0,0 +1,10 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "NodeNext", + "moduleResolution": "NodeNext", + "strict": true, + "outDir": "dist" + }, + "include": ["*.ts"] +} From 64325b77cb401397b9bb0dd6c9cb39873f0e7fed Mon Sep 17 00:00:00 2001 From: E Nelson Date: Fri, 8 May 2026 10:44:03 -0400 Subject: [PATCH 4/9] docs: add freeze cache and manual refresh workflow - Adds execute: freeze: auto to _quarto.yml so docs build without API keys by reusing cached execution results from docs/_freeze/ - Removes temporary execute: enabled: false - Adds docs-freeze.yml workflow (manual trigger only) to re-execute code cells with API keys and commit updated _freeze/ cache --- .github/workflows/docs-freeze.yml | 65 +++++++++++++++++++++++++++++++ docs/_quarto.yml | 2 +- 2 files changed, 66 insertions(+), 1 deletion(-) create mode 100644 .github/workflows/docs-freeze.yml diff --git a/.github/workflows/docs-freeze.yml b/.github/workflows/docs-freeze.yml new file mode 100644 index 00000000..fd74bc66 --- /dev/null +++ b/.github/workflows/docs-freeze.yml @@ -0,0 +1,65 @@ +on: + workflow_dispatch: + +name: Docs - Update freeze cache + +env: + UV_VERSION: "0.4.x" + PYTHON_VERSION: 3.12 + +permissions: + contents: write + +jobs: + docs-freeze: + runs-on: ubuntu-latest + + env: + OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} + ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }} + + steps: + - name: Check out repository + uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - name: 🔵 Set up Quarto + uses: quarto-dev/quarto-actions/setup@v2 + with: + version: 1.9.37 + + - name: 🚀 Install uv + uses: astral-sh/setup-uv@v3 + with: + version: ${{ env.UV_VERSION }} + + - name: 🐍 Set up Python ${{ env.PYTHON_VERSION }} + run: uv python install ${{ env.PYTHON_VERSION }} + + - name: 📦 Install chatlas and dependencies + run: uv sync --python ${{ env.PYTHON_VERSION }} --all-extras + + - name: 🔌 Activate venv + run: | + source .venv/bin/activate + echo "$VIRTUAL_ENV/bin" >> $GITHUB_PATH + echo "VIRTUAL_ENV=$VIRTUAL_ENV" >> $GITHUB_ENV + + - name: Run quartodoc + run: make quartodoc + + - name: 🧊 Render docs to populate freeze cache + run: quarto render docs + + - name: 💾 Commit updated freeze cache + run: | + git config user.name "github-actions[bot]" + git config user.email "github-actions[bot]@users.noreply.github.com" + git add docs/_freeze/ + if git diff --staged --quiet; then + echo "No freeze cache changes to commit." + else + git commit -m "docs: update freeze cache [skip ci]" + git push + fi diff --git a/docs/_quarto.yml b/docs/_quarto.yml index 08d5e35b..42f997d6 100644 --- a/docs/_quarto.yml +++ b/docs/_quarto.yml @@ -116,7 +116,7 @@ website: execute: - enabled: false + freeze: auto format: html: From 156cd9fa1d8f15815c9918345cb20a86cfe097e3 Mon Sep 17 00:00:00 2001 From: E Nelson Date: Fri, 8 May 2026 11:03:29 -0400 Subject: [PATCH 5/9] docs: fix freeze workflow to push to current branch --- .github/workflows/docs-freeze.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/docs-freeze.yml b/.github/workflows/docs-freeze.yml index fd74bc66..3506c0f8 100644 --- a/.github/workflows/docs-freeze.yml +++ b/.github/workflows/docs-freeze.yml @@ -61,5 +61,5 @@ jobs: echo "No freeze cache changes to commit." else git commit -m "docs: update freeze cache [skip ci]" - git push + git push origin HEAD fi From 6337c83051578658450f237cf1486d821e16a054 Mon Sep 17 00:00:00 2001 From: E Nelson Date: Fri, 8 May 2026 11:12:46 -0400 Subject: [PATCH 6/9] docs: populate freeze cache for structured-data pages --- .../_freeze/site_libs/clipboard/clipboard.min.js | 7 +++++++ .../classification/execute-results/html.json | 16 ++++++++++++++++ .../entity-recognition/execute-results/html.json | 16 ++++++++++++++++ .../multi-modal/execute-results/html.json | 16 ++++++++++++++++ 4 files changed, 55 insertions(+) create mode 100644 docs/_freeze/site_libs/clipboard/clipboard.min.js create mode 100644 docs/_freeze/structured-data/classification/execute-results/html.json create mode 100644 docs/_freeze/structured-data/entity-recognition/execute-results/html.json create mode 100644 docs/_freeze/structured-data/multi-modal/execute-results/html.json diff --git a/docs/_freeze/site_libs/clipboard/clipboard.min.js b/docs/_freeze/site_libs/clipboard/clipboard.min.js new file mode 100644 index 00000000..1103f811 --- /dev/null +++ b/docs/_freeze/site_libs/clipboard/clipboard.min.js @@ -0,0 +1,7 @@ +/*! + * clipboard.js v2.0.11 + * https://clipboardjs.com/ + * + * Licensed MIT © Zeno Rocha + */ +!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return b}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),r=n.n(e);function c(t){try{return document.execCommand(t)}catch(t){return}}var a=function(t){t=r()(t);return c("cut"),t};function o(t,e){var n,o,t=(n=t,o="rtl"===document.documentElement.getAttribute("dir"),(t=document.createElement("textarea")).style.fontSize="12pt",t.style.border="0",t.style.padding="0",t.style.margin="0",t.style.position="absolute",t.style[o?"right":"left"]="-9999px",o=window.pageYOffset||document.documentElement.scrollTop,t.style.top="".concat(o,"px"),t.setAttribute("readonly",""),t.value=n,t);return e.container.appendChild(t),e=r()(t),c("copy"),t.remove(),e}var f=function(t){var e=1\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
namescore
0Technology0.94
1Business0.04
2Other0.02
\n\n```\n:::\n:::\n\n\n", + "supporting": [ + "classification_files" + ], + "filters": [], + "includes": { + "include-in-header": [ + "\n\n\n" + ] + } + } +} \ No newline at end of file diff --git a/docs/_freeze/structured-data/entity-recognition/execute-results/html.json b/docs/_freeze/structured-data/entity-recognition/execute-results/html.json new file mode 100644 index 00000000..4ee1a853 --- /dev/null +++ b/docs/_freeze/structured-data/entity-recognition/execute-results/html.json @@ -0,0 +1,16 @@ +{ + "hash": "99534743ffcbbb600a2d7fa317246f3d", + "result": { + "engine": "jupyter", + "markdown": "---\ntitle: Entity recognition\ncallout-appearance: simple\n---\n\nThe following example, which [closely inspired by the Claude documentation](https://github.com/anthropics/anthropic-cookbook/blob/main/tool_use/extracting_structured_json.ipynb), shows how `.chat_structured()` can be used to perform entity recognition.\n\n::: {#8a46015f .cell execution_count=1}\n``` {.python .cell-code}\nfrom chatlas import ChatOpenAI\nfrom pydantic import BaseModel, Field\nimport pandas as pd\n\n# | warning: false\ntext = \"John works at Google in New York. He met with Sarah, the CEO of Acme Inc., last week in San Francisco.\"\n\n\nclass NamedEntity(BaseModel):\n \"\"\"Named entity in the text.\"\"\"\n\n name: str = Field(description=\"The extracted entity name\")\n\n type_: str = Field(description=\"The entity type, e.g. 'person', 'location', 'organization'\")\n\n context: str = Field(description=\"The context in which the entity appears in the text.\")\n\n\nclass NamedEntities(BaseModel):\n \"\"\"Named entities in the text.\"\"\"\n\n entities: list[NamedEntity] = Field(description=\"Array of named entities\")\n\n\nchat = ChatOpenAI()\ndata = chat.chat_structured(text, data_model=NamedEntities)\npd.DataFrame([e.model_dump() for e in data.entities])\n```\n\n::: {.cell-output .cell-output-display execution_count=1}\n```{=html}\n
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
nametype_context
0JohnpersonJohn works at Google in New York.
1GoogleorganizationJohn works at Google in New York.
2New YorklocationJohn works at Google in New York.
3SarahpersonHe met with Sarah, the CEO of Acme Inc., last ...
4Acme Inc.organizationHe met with Sarah, the CEO of Acme Inc., last ...
5San FranciscolocationHe met with Sarah, the CEO of Acme Inc., last ...
\n
\n```\n:::\n:::\n\n\n", + "supporting": [ + "entity-recognition_files" + ], + "filters": [], + "includes": { + "include-in-header": [ + "\n\n\n" + ] + } + } +} \ No newline at end of file diff --git a/docs/_freeze/structured-data/multi-modal/execute-results/html.json b/docs/_freeze/structured-data/multi-modal/execute-results/html.json new file mode 100644 index 00000000..3f8277b4 --- /dev/null +++ b/docs/_freeze/structured-data/multi-modal/execute-results/html.json @@ -0,0 +1,16 @@ +{ + "hash": "a659d118cf15f9282fe0fc69d7a2160b", + "result": { + "engine": "jupyter", + "markdown": "---\ntitle: Multi-modal input\ncallout-appearance: simple\n---\n\n### PDFs\n\nThis example comes from [Google's cookbook](https://github.com/google-gemini/cookbook/blob/main/examples/Pdf_structured_outputs_on_invoices_and_forms.ipynb) and extracts structured data from [a PDF invoice](https://storage.googleapis.com/generativeai-downloads/data/pdf_structured_outputs/invoice.pdf). The goal is to extract the invoice number, date, and all list items with description, quantity, and gross worth, as well as the total gross worth.\n\n```python\nimport chatlas as ctl\nfrom pydantic import BaseModel, Field\n\n\nclass Item(BaseModel):\n description: str = Field(description=\"The description of the item\")\n quantity: float = Field(description=\"The Qty of the item\")\n gross_worth: float = Field(description=\"The gross worth of the item\")\n\n\nclass Invoice(BaseModel):\n \"\"\"Extract the invoice number, date and all list items with description, quantity and gross worth and the total gross worth.\"\"\"\n\n invoice_number: str = Field(description=\"The invoice number e.g. 1234567890\")\n date: str = Field(description=\"The date of the invoice e.g. 10/09/2012\")\n items: list[Item] = Field(\n description=\"The list of items with description, quantity and gross worth\"\n )\n total_gross_worth: float = Field(description=\"The total gross worth of the invoice\")\n\n\n_ = Invoice.model_rebuild()\n\nchat = ctl.ChatOpenAI()\nres = chat.chat_structured(\n \"https://storage.googleapis.com/generativeai-downloads/data/pdf_structured_outputs/invoice.pdf\",\n data_model=Invoice,\n)\nres.model_dump_json(indent=2)\n```\n\n::: chatlas-response-container\n\n```python\n{\n 'invoice_number': 'INV-123456789',\n 'date': '09/10/2023',\n 'items': [\n {'description': 'Laptop', 'quantity': 2, 'gross_worth': 2000},\n {'description': 'Smartphone', 'quantity': 5, 'gross_worth': 3500},\n {'description': 'Tablet', 'quantity': 3, 'gross_worth': 1200}\n ],\n 'total_gross_worth': 6700\n}\n```\n\n:::\n\n\n\n### Images\n\nThis example comes from [Dan Nguyen](https://gist.github.com/dannguyen/faaa56cebf30ad51108a9fe4f8db36d8) (you can see other interesting applications at that link). The goal is to extract structured data from this screenshot:\n\n![Screenshot of schedule A: a table showing assets and \"unearned\" income](/congressional-assets.png)\n\nEven without any descriptions, ChatGPT does pretty well:\n\n::: {#d6d3b701 .cell execution_count=1}\n``` {.python .cell-code}\nimport chatlas as ctl\nfrom pydantic import BaseModel, Field\nimport pandas as pd\n\nclass Asset(BaseModel):\n assert_name: str\n owner: str\n location: str\n asset_value_low: int\n asset_value_high: int\n income_type: str\n income_low: int\n income_high: int\n tx_gt_1000: bool\n\nclass DisclosureReport(BaseModel):\n assets: list[Asset]\n\nchat = ctl.ChatOpenAI()\ndata = chat.chat_structured(\n ctl.content_image_file(\"../images/congressional-assets.png\"),\n data_model=DisclosureReport,\n)\npd.DataFrame([c.model_dump() for c in data.assets])\n```\n\n::: {.cell-output .cell-output-display execution_count=1}\n```{=html}\n
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
assert_nameownerlocationasset_value_lowasset_value_highincome_typeincome_lowincome_hightx_gt_1000
011 Zinfandel Lane - Home & Vineyard [RP]JTSt. Helena/Napa, CA, US500000125000000Grape Sales1000011000000False
125 Point Lobos - Commercial Property [RP]SPSan Francisco/San Francisco, CA, US500000125000000Rent1000011000000False
\n
\n```\n:::\n:::\n\n\n", + "supporting": [ + "multi-modal_files" + ], + "filters": [], + "includes": { + "include-in-header": [ + "\n\n\n" + ] + } + } +} \ No newline at end of file From 442c8684fd2f6109ba4494738aa1d176b694a257 Mon Sep 17 00:00:00 2001 From: E Nelson Date: Fri, 8 May 2026 11:25:15 -0400 Subject: [PATCH 7/9] docs: remove compare-sites test artifacts --- tests/compare-sites/.gitignore | 3 - tests/compare-sites/compare-sites.ts | 561 --- tests/compare-sites/package-lock.json | 5549 ------------------------- tests/compare-sites/package.json | 16 - tests/compare-sites/shared.ts | 216 - tests/compare-sites/tsconfig.json | 10 - 6 files changed, 6355 deletions(-) delete mode 100644 tests/compare-sites/.gitignore delete mode 100644 tests/compare-sites/compare-sites.ts delete mode 100644 tests/compare-sites/package-lock.json delete mode 100644 tests/compare-sites/package.json delete mode 100644 tests/compare-sites/shared.ts delete mode 100644 tests/compare-sites/tsconfig.json diff --git a/tests/compare-sites/.gitignore b/tests/compare-sites/.gitignore deleted file mode 100644 index 0dba1295..00000000 --- a/tests/compare-sites/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ -node_modules/ -compare-sites-*.md -.Rhistory diff --git a/tests/compare-sites/compare-sites.ts b/tests/compare-sites/compare-sites.ts deleted file mode 100644 index 7797e8b3..00000000 --- a/tests/compare-sites/compare-sites.ts +++ /dev/null @@ -1,561 +0,0 @@ -/** - * Compares two builds of the chatlas docs site (old vs new) by crawling every page - * and reporting differences in errors, network failures, and visual rendering. - * - * Uses AWS Bedrock for Claude vision (no ANTHROPIC_API_KEY needed). - * - * CUSTOMIZATION: - * - DEFAULT_OLD / DEFAULT_NEW: change the default ports - * - awsRegion: set in the AnthropicBedrock constructor - * - CONCURRENCY: number of parallel page-pair workers - * - compareScreenshots prompt: update for site-specific rendering quirks - * - * Usage: - * # Serve old build on port 1414 and new build on port 1415, then: - * cd tests/compare-sites && npm run compare -- --old http://localhost:1414 --new http://localhost:1415 - * - * Quick setup: - * # Terminal 1: serve old build (from repo root) - * make docs && npx serve docs/_site -l 1414 - * - * # Terminal 2: serve new build (from repo root, after switching branch/version) - * make docs && npx serve docs/_site -l 1415 - * - * # Terminal 3: run comparison - * cd tests/compare-sites && npm run compare - */ - -import AnthropicBedrock from "@anthropic-ai/bedrock-sdk"; -import sharp from "sharp"; -import { chromium, type Browser } from "playwright"; -import { writeFileSync } from "fs"; -import { join } from "path"; -import { __dirname, capturePage, getPages, normalizeError, pooled, withRetry } from "./shared.js"; - -// --------------------------------------------------------------------------- -// Config -// --------------------------------------------------------------------------- - -// CUSTOMIZE: default ports for old and new builds -const DEFAULT_OLD = "http://localhost:1414"; -const DEFAULT_NEW = "http://localhost:1415"; -// Each worker snapshots old+new concurrently, so effective browser concurrency = CONCURRENCY * 2 -const CONCURRENCY = 2; - -// CUSTOMIZE: AWS region for Bedrock inference -const bedrock = new AnthropicBedrock({ awsRegion: process.env.AWS_REGION ?? "us-east-1" }); - -// --------------------------------------------------------------------------- -// Types -// --------------------------------------------------------------------------- - -type Observations = - | { kind: "screenshot"; data: Buffer } - | { kind: "http-error"; status: number } - | { kind: "error"; message: string }; - -interface PageSnapshot { - path: string; - httpStatus: number | null; - consoleErrors: string[]; - networkErrors: string[]; - observations: Observations; -} - -interface PageDiff { - path: string; - summary: string; -} - -// --------------------------------------------------------------------------- -// Helpers -// --------------------------------------------------------------------------- - -function parseArgs(): { oldUrl: string; newUrl: string; filter?: string; exclude?: string } { - const args = process.argv.slice(2); - let oldUrl = DEFAULT_OLD; - let newUrl = DEFAULT_NEW; - let filter: string | undefined; - let exclude: string | undefined; - - for (let i = 0; i < args.length; i++) { - if (args[i] === "--old" && args[i + 1]) { - oldUrl = args[++i]; - try { new URL(oldUrl); } catch { console.error(`Invalid --old URL: ${oldUrl}`); process.exit(1); } - } - if (args[i] === "--new" && args[i + 1]) { - newUrl = args[++i]; - try { new URL(newUrl); } catch { console.error(`Invalid --new URL: ${newUrl}`); process.exit(1); } - } - if (args[i] === "--filter" && args[i + 1]) filter = args[++i]; - if (args[i] === "--exclude" && args[i + 1]) exclude = args[++i]; - } - - return { oldUrl, newUrl, filter, exclude }; -} - -/** - * Sends both screenshots to Claude in a single call for a direct comparison. - * Returns null if they look the same, or a description of the difference. - */ -async function compareScreenshots(oldShot: Buffer, newShot: Buffer): Promise { - const [oldResized, newResized] = await Promise.all([ - sharp(oldShot).resize(640).toBuffer(), - sharp(newShot).resize(640).toBuffer(), - ]); - - const response = await withRetry(() => - bedrock.messages.create({ - model: "us.anthropic.claude-sonnet-4-6", - max_tokens: 200, - messages: [ - { - role: "user", - content: [ - { type: "image", source: { type: "base64", media_type: "image/png", data: oldResized.toString("base64") } }, - { type: "image", source: { type: "base64", media_type: "image/png", data: newResized.toString("base64") } }, - { - type: "text", - text: `These are viewport-only screenshots (top portion of the page, not full-page scrolls) from two builds of the same documentation page — old first, new second. -Are there any meaningful visual differences? Check layout, missing content, broken images, navigation changes. -If they look the same, respond with exactly "SAME". -If the ONLY difference is a change to the top navigation bar, respond with exactly "NAV_CHANGE: ". -Otherwise describe what changed in one sentence.`, - }, - ], - }, - ], - }) - ); - - const block = response.content[0]; - const text = block.type === "text" ? block.text.trim() : "SAME"; - if (text === "SAME") return null; - return text; -} - -async function snapshotPage(browser: Browser, baseUrl: string, path: string): Promise { - const captured = await capturePage(browser, `${baseUrl}${path}`); - - if ("error" in captured) { - return { path, httpStatus: null, consoleErrors: [], networkErrors: [], observations: { kind: "error", message: captured.error } }; - } - - const { httpStatus, consoleErrors, networkErrors, close, screenshot } = captured; - - try { - if (httpStatus === null || httpStatus >= 400) { - return { path, httpStatus, consoleErrors, networkErrors, observations: { kind: "http-error", status: httpStatus ?? 0 } }; - } - const data = await screenshot(); - return { path, httpStatus, consoleErrors, networkErrors, observations: { kind: "screenshot", data } }; - } finally { - await close(); - } -} - -function diffSnapshots(path: string, old: PageSnapshot, new_: PageSnapshot): string[] { - const diffs: string[] = []; - - if (old.httpStatus !== new_.httpStatus) { - diffs.push(`HTTP status: ${old.httpStatus} → ${new_.httpStatus}`); - return diffs; - } - - function collapseErrors(errors: string[]): string { - const counts = new Map(); - for (const e of errors) counts.set(e, (counts.get(e) ?? 0) + 1); - return [...counts.entries()].map(([e, n]) => n > 1 ? `${e} (×${n})` : e).join("; "); - } - - const oldNorm = old.consoleErrors.map(normalizeError); - const newNorm = new_.consoleErrors.map(normalizeError); - const newConsole = newNorm.filter((e) => !oldNorm.includes(e)); - const resolvedConsole = oldNorm.filter((e) => !newNorm.includes(e)); - if (newConsole.length) diffs.push(`New console errors: ${collapseErrors(newConsole)}`); - if (resolvedConsole.length) diffs.push(`Resolved console errors: ${collapseErrors(resolvedConsole)}`); - - const oldNetNorm = old.networkErrors.map(normalizeError); - const newNetNorm = new_.networkErrors.map(normalizeError); - const newNetwork = newNetNorm.filter((e) => !oldNetNorm.includes(e)); - const resolvedNetwork = oldNetNorm.filter((e) => !newNetNorm.includes(e)); - if (newNetwork.length) diffs.push(`New network errors: ${collapseErrors(newNetwork)}`); - if (resolvedNetwork.length) diffs.push(`Resolved network errors: ${collapseErrors(resolvedNetwork)}`); - - return diffs; -} - -// --------------------------------------------------------------------------- -// Common pattern extraction -// --------------------------------------------------------------------------- - -interface CommonPattern { pattern: string; pages: string[]; } - -function extractCommonPatterns(diffs: PageDiff[], threshold = 5): { - dedupedDiffs: PageDiff[]; - commonPatterns: CommonPattern[]; -} { - const lineToPages = new Map(); - for (const diff of diffs) { - for (const line of diff.summary.split("\n ").map((l) => l.trim()).filter(Boolean)) { - if (!lineToPages.has(line)) lineToPages.set(line, []); - lineToPages.get(line)!.push(diff.path); - } - } - - const commonPatterns: CommonPattern[] = [...lineToPages.entries()] - .filter(([, pages]) => pages.length >= threshold) - .map(([pattern, pages]) => ({ pattern, pages })) - .sort((a, b) => b.pages.length - a.pages.length); - - const commonSet = new Set(commonPatterns.map((c) => c.pattern)); - const dedupedDiffs = diffs - .map((diff) => { - const remaining = diff.summary.split("\n ").map((l) => l.trim()).filter(Boolean).filter((l) => !commonSet.has(l)); - return remaining.length > 0 ? { path: diff.path, summary: remaining.join("\n ") } : null; - }) - .filter((d): d is PageDiff => d !== null); - - return { dedupedDiffs, commonPatterns }; -} - -// --------------------------------------------------------------------------- -// Executive summary -// --------------------------------------------------------------------------- - -async function generateExecutiveSummary(regressions: PageDiff[], commonPatterns: CommonPattern[], clusterResult: ClusterResult): Promise { - if (regressions.length === 0) return "No regressions were found between the two builds."; - - const findingsList = regressions.map((d) => `Page: ${d.path}\n ${d.summary}`).join("\n\n"); - const commonSection = commonPatterns.length > 0 - ? `\n\nCommon patterns (each on ${commonPatterns[0]?.pages.length ?? "many"}+ pages):\n` + - commonPatterns.map((c) => `- "${c.pattern}" on ${c.pages.length} pages`).join("\n") - : ""; - const clusterSection = clusterResult.clusters.length > 0 - ? "\n\nVisual change clusters:\n" + clusterResult.clusters.map((c) => `- "${c.theme}" on ${c.pages.length} pages`).join("\n") - : ""; - - const response = await withRetry(() => - bedrock.messages.create({ - model: "us.anthropic.claude-sonnet-4-6", - max_tokens: 400, - messages: [{ - role: "user", - content: `You are reviewing the results of a documentation site comparison between two builds. Here are the regressions found:\n\n${findingsList}${commonSection}${clusterSection}\n\nWrite a brief executive summary of the most likely actual issues in order of priority. Be concise — use bullet points, 1 sentence each. Skip anything that sounds like a tool or rendering artifact rather than a real site problem.`, - }], - }) - ); - - const block = response.content[0]; - const text = block.type === "text" ? block.text.trim() : ""; - return text.replace(/^##?\s*Executive Summary\s*\n+/i, "").trim(); -} - -// --------------------------------------------------------------------------- -// Visual change clustering -// --------------------------------------------------------------------------- - -interface VisualCluster { theme: string; pages: string[]; } -interface ClusterResult { clusters: VisualCluster[]; unclustered: { path: string; description: string }[]; } - -const CLUSTER_BATCH_SIZE = 40; - -async function clusterBatch(changes: { path: string; description: string }[]): Promise<{ theme: string; paths: string[] }[]> { - const list = changes.map((c) => `- ${c.path}: ${c.description.slice(0, 120)}`).join("\n"); - let raw: string; - try { - const response = await withRetry(() => - bedrock.messages.create({ - model: "us.anthropic.claude-sonnet-4-6", - max_tokens: 2048, - messages: [{ - role: "user", - content: `Group these visual changes by theme. Only group pages that describe the same underlying change. Minimum cluster size 2.\n\nReturn JSON only: {"clusters":[{"theme":"short theme name","paths":["/path1","/path2"]}],"unclustered":["/path3"]}\n\nChanges:\n${list}`, - }], - }) - ); - const block = response.content[0]; - raw = block.type === "text" ? block.text.trim().replace(/^```(?:json)?\n?/, "").replace(/\n?```$/, "") : "{}"; - } catch { return []; } - try { - const parsed = JSON.parse(raw) as { clusters: { theme: string; paths: string[] }[] }; - return parsed.clusters ?? []; - } catch { return []; } -} - -async function consolidateClusters(allClusters: { theme: string; paths: string[] }[]): Promise<{ theme: string; paths: string[] }[]> { - if (allClusters.length === 0) return []; - const list = allClusters.map((c, i) => `${i}: "${c.theme}" (${c.paths.length} pages)`).join("\n"); - let raw: string; - try { - const response = await withRetry(() => - bedrock.messages.create({ - model: "us.anthropic.claude-sonnet-4-6", - max_tokens: 1024, - messages: [{ - role: "user", - content: `Merge clusters that describe the same underlying change. Return JSON only: {"merged":[[0,1,4],[2,3],[5]]}\n\nThemes:\n${list}`, - }], - }) - ); - const block = response.content[0]; - raw = block.type === "text" ? block.text.trim().replace(/^```(?:json)?\n?/, "").replace(/\n?```$/, "") : "{}"; - } catch { return allClusters; } - try { - const parsed = JSON.parse(raw) as { merged: number[][] }; - const groups = parsed.merged ?? allClusters.map((_, i) => [i]); - return groups - .map((indices) => { - const members = indices.map((i) => allClusters[i]).filter(Boolean); - if (members.length === 0) return null; - const theme = members.reduce((a, b) => a.theme.length >= b.theme.length ? a : b).theme; - const paths = [...new Set(members.flatMap((m) => m.paths))]; - return { theme, paths }; - }) - .filter((c): c is { theme: string; paths: string[] } => c !== null && c.paths.length >= 2); - } catch { return allClusters; } -} - -async function clusterVisualChanges(changes: { path: string; description: string }[]): Promise { - if (changes.length === 0) return { clusters: [], unclustered: [] }; - if (changes.length === 1) return { clusters: [], unclustered: changes }; - - const allBatchClusters: { theme: string; paths: string[] }[] = []; - for (let i = 0; i < changes.length; i += CLUSTER_BATCH_SIZE) { - allBatchClusters.push(...await clusterBatch(changes.slice(i, i + CLUSTER_BATCH_SIZE))); - } - - const consolidated = await consolidateClusters(allBatchClusters); - const clusteredPaths = new Set(consolidated.flatMap((c) => c.paths)); - return { - clusters: consolidated.map((c) => ({ theme: c.theme, pages: c.paths })).sort((a, b) => b.pages.length - a.pages.length), - unclustered: changes.filter((c) => !clusteredPaths.has(c.path)), - }; -} - -// --------------------------------------------------------------------------- -// Report writing -// --------------------------------------------------------------------------- - -function writeReport( - summaryPath: string, - oldUrl: string, - newUrl: string, - pages: string[], - errorCount: number, - diffs: PageDiff[], - navChanges: { path: string; description: string }[], - commonPatterns: CommonPattern[], - completed: number, - total: number, - executiveSummary?: string, - clusterResult?: ClusterResult, -): void { - const regressions = diffs.filter((d) => - d.summary.includes("New console errors") || d.summary.includes("New network errors") || - d.summary.includes("HTTP status") || d.summary.includes("Visual change") - ); - const improvements = diffs.filter((d) => - !regressions.includes(d) && - (d.summary.includes("Resolved console errors") || d.summary.includes("Resolved network errors")) - ); - - const timestamp = summaryPath.match(/compare-sites-(.+)\.md$/)?.[1] ?? ""; - const lines: string[] = []; - - lines.push(`# Compare Sites Report — ${timestamp}`, ``); - lines.push(`**Old:** ${oldUrl}`, `**New:** ${newUrl}`, `**Model:** claude-sonnet-4-6 via AWS Bedrock`); - - if (executiveSummary) { lines.push(``, `## Executive Summary`, ``, executiveSummary); } - - lines.push(``, `| | |`, `|---|---|`, - `| Total pages | ${pages.length} |`, - `| Compared | ${completed}/${total} |`, - `| Snapshot errors | ${errorCount} |`, - `| Regressions | ${regressions.length} |`, - `| Improvements | ${improvements.length} |`, - ); - if (navChanges.length > 0) lines.push(`| Nav bar changes only | ${navChanges.length} |`); - if (commonPatterns.length > 0) lines.push(`| Common patterns (5+ pages) | ${commonPatterns.length} |`); - - if (completed === total && diffs.length === 0 && navChanges.length === 0 && errorCount === 0) { - lines.push(``, `No differences found between old and new builds.`); - } - - // Visual changes - const hasVisualDiffs = clusterResult && (clusterResult.clusters.length > 0 || clusterResult.unclustered.length > 0); - if (hasVisualDiffs) { - lines.push(``, `## Visual Changes`); - for (const { theme, pages: cp } of clusterResult!.clusters) { - lines.push(``, `### ${theme} — ${cp.length} pages`, ``); - for (const p of cp) lines.push(`- ${p}`); - } - if (clusterResult!.unclustered.length > 0) { - lines.push(``, `### Individual page changes`, ``); - for (const { path, description } of clusterResult!.unclustered) { - lines.push(`**\`${path}\`**: ${description}`, ``); - } - } - } - - // New errors grouped by error string - const networkErrorMap = new Map(); - for (const d of regressions) { - for (const line of d.summary.split("\n")) { - const trimmed = line.trim(); - if (trimmed.startsWith("New network errors:") || trimmed.startsWith("New console errors:")) { - const label = trimmed.startsWith("New network errors:") ? "New network errors" : "New console errors"; - const key = `${label}: ${trimmed.replace(/^New (network|console) errors:\s*/, "")}`; - if (!networkErrorMap.has(key)) networkErrorMap.set(key, []); - networkErrorMap.get(key)!.push(d.path); - } - } - } - if (networkErrorMap.size > 0) { - lines.push(``, `## New Errors`); - for (const [errorStr, affectedPages] of networkErrorMap) { - lines.push(``, `### ${errorStr} — ${affectedPages.length} page${affectedPages.length > 1 ? "s" : ""}`, ``); - for (const p of affectedPages) lines.push(`- ${p}`); - } - } - - if (navChanges.length > 0) { - const uniqueDesc = [...new Set(navChanges.map((c) => c.description))]; - lines.push(``, `## Navigation Bar Changes (${navChanges.length} pages)`, ``); - for (const desc of uniqueDesc) lines.push(`- ${desc}`); - lines.push(``); - for (const { path } of navChanges) lines.push(` - ${path}`); - lines.push(``); - } - - writeFileSync(summaryPath, lines.join("\n")); -} - -// --------------------------------------------------------------------------- -// Main -// --------------------------------------------------------------------------- - -async function main() { - const { oldUrl, newUrl, filter, exclude } = parseArgs(); - - console.log(`Old build: ${oldUrl}`); - console.log(`New build: ${newUrl}\n`); - - const [newPages, oldPages] = await Promise.all([getPages(newUrl), getPages(oldUrl)]); - let pages = [...new Set([...newPages, ...oldPages])]; - - if (pages.length === 0) { - console.error("No pages found — check that llms.txt or sitemap.xml is accessible on at least one build."); - process.exit(1); - } - - if (filter) { - pages = pages.filter((p) => p.includes(filter)); - if (pages.length === 0) { console.warn(`Warning: --filter "${filter}" matched no pages.`); process.exit(0); } - } - - if (exclude) { - pages = pages.filter((p) => !p.includes(exclude)); - if (pages.length === 0) { console.warn(`Warning: --exclude "${exclude}" removed all pages.`); process.exit(0); } - } - - console.log(`Comparing ${pages.length} pages (concurrency: ${CONCURRENCY}, effective browser concurrency: ${CONCURRENCY * 2})...\n`); - - const browser = await chromium.launch(); - let snapshotCount = 0; - - const snapshots = await pooled( - pages, - CONCURRENCY, - async (path) => { - const [oldSnap, newSnap] = await Promise.all([ - snapshotPage(browser, oldUrl, path), - snapshotPage(browser, newUrl, path), - ]); - const n = ++snapshotCount; - process.stdout.write(`\r ${n}/${pages.length} pages snapshotted`); - return { path, oldSnap, newSnap }; - }, - (_, i, err) => { - const msg = err instanceof Error ? err.message : String(err); - const errSnap: PageSnapshot = { path: "", httpStatus: null, consoleErrors: [], networkErrors: [], observations: { kind: "error", message: msg } }; - return { path: ``, oldSnap: errSnap, newSnap: errSnap }; - } - ); - - await browser.close(); - - console.log(`\n\nRunning visual comparison on ${snapshots.length} page pairs...\n`); - const diffs: PageDiff[] = []; - const navChanges: { path: string; description: string }[] = []; - let visualCount = 0; - - const errorCount = snapshots.filter((s) => s.path.startsWith(" compareScreenshots(oldSnap.observations.data as Buffer, newSnap.observations.data as Buffer)); - } catch (err) { - visualChange = `Visual comparison error: ${err instanceof Error ? err.message : String(err)}`; - } - } - - const allDiffs = [...structuralDiffs]; - if (visualChange?.startsWith("NAV_CHANGE:")) { - navChanges.push({ path, description: visualChange.replace(/^NAV_CHANGE:\s*/, "").trim() }); - } else if (visualChange) { - allDiffs.push(`Visual change: ${visualChange}`); - } - - if (allDiffs.length > 0) diffs.push({ path, summary: allDiffs.join("\n ") }); - - const n = ++visualCount; - process.stdout.write(`\r ${n}/${snapshots.length} pages compared`); - writeReport(summaryPath, oldUrl, newUrl, pages, errorCount, diffs, navChanges, [], n, snapshots.length); - } - - const regressions = diffs.filter((d) => - d.summary.includes("New console errors") || d.summary.includes("New network errors") || - d.summary.includes("HTTP status") || d.summary.includes("Visual change") - ); - const improvements = diffs.filter((d) => - !regressions.includes(d) && - (d.summary.includes("Resolved console errors") || d.summary.includes("Resolved network errors")) - ); - - const visualChanges = diffs - .filter((d) => d.summary.includes("Visual change:")) - .map((d) => { - const match = d.summary.match(/Visual change: (.+?)(?:\n|$)/); - return { path: d.path, description: match?.[1] ?? d.summary }; - }); - - console.log(`\n\nClustering visual changes...`); - const clusterResult = await clusterVisualChanges(visualChanges); - const { commonPatterns } = extractCommonPatterns(diffs); - - console.log(`\n\nGenerating executive summary...`); - const executiveSummary = await generateExecutiveSummary(regressions, commonPatterns, clusterResult); - writeReport(summaryPath, oldUrl, newUrl, pages, errorCount, diffs, navChanges, commonPatterns, snapshots.length, snapshots.length, executiveSummary, clusterResult); - - console.log(`\n=== COMPARISON REPORT ===`); - console.log(`Total pages: ${pages.length}`); - console.log(`Successfully compared: ${pages.length - errorCount}`); - console.log(`Snapshot errors: ${errorCount}`); - console.log(`Regressions: ${regressions.length}`); - console.log(`Improvements: ${improvements.length}`); - console.log(`Nav bar changes only: ${navChanges.length}`); - console.log(`\nFull report: ${summaryPath}`); - - process.exit(regressions.length > 0 ? 1 : 0); -} - -main().catch((err) => { console.error(err); process.exit(1); }); diff --git a/tests/compare-sites/package-lock.json b/tests/compare-sites/package-lock.json deleted file mode 100644 index bde695d8..00000000 --- a/tests/compare-sites/package-lock.json +++ /dev/null @@ -1,5549 +0,0 @@ -{ - 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"@anthropic-ai/bedrock-sdk": "^0.29.1", - "playwright": "^1.47.0", - "sharp": "^0.33.0" - }, - "devDependencies": { - "tsx": "^4.0.0", - "typescript": "^5.0.0", - "@types/node": "^20.0.0" - } -} diff --git a/tests/compare-sites/shared.ts b/tests/compare-sites/shared.ts deleted file mode 100644 index 68721acf..00000000 --- a/tests/compare-sites/shared.ts +++ /dev/null @@ -1,216 +0,0 @@ -/** - * Shared utilities for compare-sites.ts. - * - * CUSTOMIZATION: - * - Add repo-specific noise URL patterns to NOISE_PATTERNS. - */ - -import { type Browser, type ConsoleMessage, type Request } from "playwright"; -import { fileURLToPath } from "url"; -import { dirname } from "path"; - -// --------------------------------------------------------------------------- -// ESM __dirname shim -// --------------------------------------------------------------------------- - -export const __dirname = dirname(fileURLToPath(import.meta.url)); - -// --------------------------------------------------------------------------- -// Noise filtering -// --------------------------------------------------------------------------- - -// CUSTOMIZE: add repo-specific third-party URLs to suppress from error reports -const NOISE_PATTERNS = [ - "google-analytics.com", - "googletagmanager.com", - "plausible.io/js", - "plausible.io/api", - "shinyapps.io", -]; - -// Error text patterns to suppress regardless of URL -const NOISE_ERROR_PATTERNS = [ - "ERR_BLOCKED_BY_RESPONSE", -]; - -export function isNoise(url: string): boolean { - return NOISE_PATTERNS.some((p) => url.includes(p)); -} - -// --------------------------------------------------------------------------- -// Page list discovery -// --------------------------------------------------------------------------- - -export async function getPages(baseUrl: string): Promise { - for (const path of ["/llms.txt", "/sitemap.xml"]) { - try { - const res = await fetch(`${baseUrl}${path}`); - if (!res.ok) continue; - const text = await res.text(); - - let pages: string[]; - if (path === "/llms.txt") { - pages = [...text.matchAll(/\]\((.+?)\.llms\.md\)/g)].map((m) => `/${m[1]}.html`); - } else { - pages = [...text.matchAll(/(.+?)<\/loc>/g)] - .map((m) => new URL(m[1]).pathname) - .filter((p) => p.endsWith(".html")); - } - - return pages.filter((p) => p.startsWith("/")); - } catch { - continue; - } - } - return []; -} - -// --------------------------------------------------------------------------- -// Concurrency pool -// --------------------------------------------------------------------------- - -export async function pooled( - items: T[], - concurrency: number, - fn: (item: T) => Promise, - onError: (item: T, index: number, err: unknown) => R, -): Promise { - const results: R[] = new Array(items.length); - let nextIndex = 0; - - async function worker() { - while (nextIndex < items.length) { - const i = nextIndex++; - try { - results[i] = await fn(items[i]); - } catch (err) { - results[i] = onError(items[i], i, err); - } - } - } - - await Promise.all(Array.from({ length: Math.min(concurrency, items.length) }, worker)); - return results; -} - -// --------------------------------------------------------------------------- -// Retry wrapper -// --------------------------------------------------------------------------- - -function isRetryable(err: unknown): boolean { - const msg = err instanceof Error ? err.message : String(err); - return /429|503|500|timeout|ECONNRESET|ETIMEDOUT/i.test(msg); -} - -export async function withRetry(fn: () => Promise, retries = 3, delayMs = 2000): Promise { - if (retries < 1) throw new Error("retries must be >= 1"); - for (let i = 0; i < retries; i++) { - try { - return await fn(); - } catch (err) { - const isLast = i === retries - 1; - if (isLast || !isRetryable(err)) throw err; - await new Promise((r) => setTimeout(r, delayMs * (i + 1))); - } - } - throw new Error("withRetry: exhausted retries"); -} - -// --------------------------------------------------------------------------- -// Error normalization -// --------------------------------------------------------------------------- - -export function normalizeError(msg: string): string { - return msg - .replace(/https?:\/\/\S+/g, "") - .replace(/^\s*at\s+\S.*$/gm, "") - .replace(/[a-f0-9]{8,}/gi, "") - .replace(/\d{4,}/g, "") - .trim(); -} - -// --------------------------------------------------------------------------- -// Page capture -// --------------------------------------------------------------------------- - -export interface CapturedPage { - httpStatus: number | null; - consoleErrors: string[]; - networkErrors: string[]; - close: () => Promise; - screenshot: (options?: { fullPage?: boolean }) => Promise; -} - -export async function capturePage( - browser: Browser, - url: string -): Promise { - let context; - const consoleErrors: string[] = []; - const networkErrors: string[] = []; - - try { - context = await browser.newContext({ viewport: { width: 1280, height: 900 } }); - const page = await context.newPage(); - - page.on("console", (msg: ConsoleMessage) => { - if (msg.type() === "error") { - const text = msg.text(); - if (!text.startsWith("preload error:") && !NOISE_ERROR_PATTERNS.some((p) => text.includes(p))) - consoleErrors.push(text); - } - }); - - page.on("requestfailed", (req: Request) => { - try { - const reqUrl = req.url(); - const errorText = req.failure()?.errorText ?? ""; - if (!isNoise(reqUrl) && !NOISE_ERROR_PATTERNS.some((p) => errorText.includes(p))) - networkErrors.push(`${errorText}: ${reqUrl}`); - } catch { - // Swallow: request objects can be invalid when context is closing - } - }); - - const response = await page.goto(url, { - waitUntil: "domcontentloaded", - timeout: 60_000, - }); - - try { - await page.waitForLoadState("networkidle", { timeout: 5_000 }); - } catch { - // Expected on pages with persistent WebSocket connections - } - - try { - await page.getByRole("button", { name: /accept|allow all|i agree/i }).click({ timeout: 2_000 }); - await page.waitForTimeout(300); - } catch { - // No consent banner found - } - - const httpStatus = response?.status() ?? null; - - return { - httpStatus, - consoleErrors, - networkErrors, - close: () => context!.close(), - screenshot: async (options) => { - try { - const cancelBtn = page.getByRole("button", { name: /^cancel$/i }); - if (await cancelBtn.isVisible({ timeout: 1_000 })) { - await cancelBtn.waitFor({ state: "hidden", timeout: 15_000 }); - } - } catch { - // No render bar present - } - return page.screenshot({ fullPage: options?.fullPage ?? false }); - }, - }; - } catch (err) { - await context?.close(); - return { error: err instanceof Error ? err.message : String(err) }; - } -} diff --git a/tests/compare-sites/tsconfig.json b/tests/compare-sites/tsconfig.json deleted file mode 100644 index 740e2fe9..00000000 --- a/tests/compare-sites/tsconfig.json +++ /dev/null @@ -1,10 +0,0 @@ -{ - "compilerOptions": { - "target": "ES2022", - "module": "NodeNext", - "moduleResolution": "NodeNext", - "strict": true, - "outDir": "dist" - }, - "include": ["*.ts"] -} From e47aca7f871bcba29816683e458863629ff1c71d Mon Sep 17 00:00:00 2001 From: E Nelson Date: Fri, 8 May 2026 11:27:52 -0400 Subject: [PATCH 8/9] docs: gitignore CHANGELOG build artifacts --- docs/.gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/.gitignore b/docs/.gitignore index 8dd0888b..aec0dc7d 100644 --- a/docs/.gitignore +++ b/docs/.gitignore @@ -8,5 +8,7 @@ objects.txt /reference CHANGELOG.md +CHANGELOG.html +/CHANGELOG_files/ **/*.quarto_ipynb From ead4e505b6b897c6bd4c13087c94bfa38ec39372 Mon Sep 17 00:00:00 2001 From: E Nelson Date: Fri, 8 May 2026 11:40:15 -0400 Subject: [PATCH 9/9] docs: migrate Plausible analytics to Quarto 1.9 native support --- docs/_quarto.yml | 7 ++++++- docs/include-in-header.html | 6 ------ 2 files changed, 6 insertions(+), 7 deletions(-) delete mode 100644 docs/include-in-header.html diff --git a/docs/_quarto.yml b/docs/_quarto.yml index 42f997d6..e466b5d1 100644 --- a/docs/_quarto.yml +++ b/docs/_quarto.yml @@ -41,6 +41,12 @@ website: title: chatlas page-navigation: true site-url: https://posit-dev.github.io/chatlas/ + plausible-analytics: | + + description: Your friendly guide to building LLM chat apps in Python with less effort and more clarity. llms-txt: true @@ -121,7 +127,6 @@ execute: format: html: include-in-header: - - "include-in-header.html" - text: | theme: diff --git a/docs/include-in-header.html b/docs/include-in-header.html deleted file mode 100644 index e76b403c..00000000 --- a/docs/include-in-header.html +++ /dev/null @@ -1,6 +0,0 @@ - - -