Parquet Explorer with Claude

\n DuckDB Query Tool\n Previous Pages\n

\n\n

\n \n

\n );\n}\n",[],[149,168],{"_106":178,"_98":179,"_150":180,"_152":151,"_153":137,"_154":181,"_156":157,"_108":182,"_103":183,"_159":173,"_161":184,"_162":27,"_163":-5,"_164":185,"_101":186},"5efdfe1a-430a-11f0-b8b8-76b3cceeab13","Chat.tsx","9ef76142-4309-11f0-8bca-76b3cceeab13",77,["D",1749237227026],2,"/** @jsxImportSource https://esm.sh/react@18.2.0?dev */\nimport React, { useState, useRef, useEffect } from \"npm:react\";\nimport { useChat } from \"npm:@ai-sdk/react\";\n\nexport function Chat() {\n const messagesEndRef = useRef(null);\n\n const {\n messages,\n input,\n handleInputChange,\n handleSubmit,\n isLoading,\n error\n } = useChat({\n api: \"/api/claude\",\n });\n\n // Scroll to bottom when messages change\n useEffect(() => {\n if (messagesEndRef.current) {\n messagesEndRef.current.scrollIntoView({ behavior: \"smooth\" });\n }\n }, [messages]);\n\n return (\n

\n {messages.map((message) => (\n \n

{message.role === \"user\" ? \"You\" : \"Claude\"}

{message.content}

\n ))}\n {isLoading && (\n

Claude

Thinking...

\n )}\n {error && (\n

\n Error: {error.message || \"Something went wrong\"}\n

\n )}\n

\n\n

\n );\n}\n",[],[149,179],[149],{"_106":189,"_98":190,"_150":191,"_152":-5,"_153":137,"_154":192,"_156":157,"_108":193,"_103":31,"_159":160,"_161":-5,"_162":27,"_163":-5,"_164":194,"_101":242},"cbe42660-430c-11f0-994e-76b3cceeab13","pages","cbe42a16-430c-11f0-994e-76b3cceeab13",91,["D",1749238268779],[195,204,213,223,233],{"_106":196,"_98":197,"_150":198,"_152":191,"_153":137,"_154":136,"_156":157,"_108":199,"_103":31,"_159":200,"_161":201,"_162":27,"_163":-5,"_164":202,"_101":203},"51c9b9d8-4318-11f0-a9c6-76b3cceeab13","branch-count-analysis.html","51c9bab4-4318-11f0-a9c6-76b3cceeab13",["D",1749243217888],"file","\n\n\n \n \n Branch Count Analysis\n \n\n\n

Branch Count Analysis

\n \n

Total Number of Branches

Loading data from branches.parquet...

\n\n

\n \n

\n\n \n\n",[],[190,197],{"_106":205,"_98":206,"_150":207,"_152":191,"_153":137,"_154":208,"_156":157,"_108":209,"_103":31,"_159":200,"_161":210,"_162":27,"_163":-5,"_164":211,"_101":212},"85a6fcac-430e-11f0-8dae-76b3cceeab13","foo.html","85a6fd6a-430e-11f0-8dae-76b3cceeab13",109,["D",1749239009935],"\n\n \n The first page\n \n \n

The first page

This is the first page of the website

\n \n\n",[],[190,206],{"_106":214,"_98":215,"_150":216,"_152":191,"_153":137,"_154":217,"_156":157,"_108":218,"_103":219,"_159":200,"_161":220,"_162":27,"_163":-5,"_164":221,"_101":222},"51c2d85c-4318-11f0-bc54-76b3cceeab13","index.json","6447cf32-430e-11f0-9af8-76b3cceeab13",211,["D",1749243217836],13,"[\n {\n \"file\": \"foo.html\",\n \"title\": \"The first page\",\n \"description\": \"This is the first page of the website\"\n },\n {\n \"file\": \"user-analytics-dashboard.html\",\n \"title\": \"User Analytics Dashboard\",\n \"description\": \"An interactive dashboard to explore recent user data with visualizations for user growth, tiers, preferences, and more. Features include filtering by time range and tier, pagination, and multiple charts showing user statistics.\"\n },\n {\n \"file\": \"user-count-analysis.html\",\n \"title\": \"User Count Analysis\",\n \"description\": \"A page that counts the total number of users in the dataset and displays additional user statistics.\"\n },\n {\n \"file\": \"branch-count-analysis.html\",\n \"title\": \"Branch Count Analysis\",\n \"description\": \"A simple page that counts the total number of branches in the branches.parquet file using DuckDB-wasm.\"\n }\n]",[],[190,215],{"_106":224,"_98":225,"_150":226,"_152":191,"_153":137,"_154":227,"_156":157,"_108":228,"_103":229,"_159":200,"_161":230,"_162":27,"_163":-5,"_164":231,"_101":232},"690b5af8-4317-11f0-ba12-76b3cceeab13","user-analytics-dashboard.html","48e075de-4316-11f0-a0b2-76b3cceeab13",207,["D",1749242827404],14,"\n\n \n \n \n User Analytics Dashboard\n \n \n \n \n \n

\n User Analytics Dashboard\n

\n\n

User Growth Over Time

\n\n

User Tiers Distribution

\n\n

\n \n

Recent Users

\n Time Range\n \n \n \n \n \n \n \n

\n Tier\n \n \n \n \n

\n\n

\n \n \n \n \n Handle\n \n \n Created At\n \n \n Tier\n \n \n Newsletter\n \n \n Theme\n \n \n \n \n \n \n

\n\n

\n Loading users...\n

\n \n Previous\n \n Page 1\n \n Next\n \n

\n\n

Theme Preferences

\n\n

Copilot Usage

\n\n

Onboarding Sources

\n \n\n \n \n\n",[],[190,225],{"_106":234,"_98":235,"_150":236,"_152":191,"_153":137,"_154":237,"_156":157,"_108":238,"_103":31,"_159":200,"_161":239,"_162":27,"_163":-5,"_164":240,"_101":241},"9a4858a0-4317-11f0-af63-76b3cceeab13","user-count-analysis.html","9a485972-4317-11f0-af63-76b3cceeab13",210,["D",1749242910017],"\n\n\n \n \n User Count Analysis\n \n\n\n

User Count Analysis

\n \n

Loading data and counting users...

Total Number of Users

\n\n \n\n",[],[190,235],[190],{"_106":244,"_98":245,"_150":246,"_152":-5,"_153":137,"_154":247,"_156":157,"_108":248,"_103":31,"_159":160,"_161":-5,"_162":27,"_163":-5,"_164":249,"_101":269},"2e6bbd54-4310-11f0-b8ed-76b3cceeab13","tools","2e6bbe26-4310-11f0-b8ed-76b3cceeab13",128,["D",1749239722578],[250,260],{"_106":251,"_98":252,"_150":253,"_152":246,"_153":137,"_154":254,"_156":157,"_108":255,"_103":256,"_159":173,"_161":257,"_162":27,"_163":-5,"_164":258,"_101":259},"8215792a-4317-11f0-9a42-76b3cceeab13","savePage.tsx","e36bfa5e-4313-11f0-bf32-76b3cceeab13",208,["D",1749242869407],19,"import { tool } from \"npm:ai\";\nimport { z } from \"npm:zod\";\nimport ValTown from \"jsr:@valtown/sdk@1.3.0\";\nconst vt = new ValTown({bearerToken: Deno.env.get(\"RW_API_KEY\")});\n\nexport const Page = z.object({\n file: z.string(),\n title: z.string(),\n description: z.string(),\n });\n\n/**\n * Tool for thinking through complex problems without making external changes\n */\nexport const savePage = tool({\n description:\n \"Use this tool to save a new html page so that it can be rendered for the user.\",\n parameters: z.object({\n content: z.string().describe(\"The content of the page to save.\"),\n slug: z.string().describe(\"The slug of the page to save. Use something filename-safe\"),\n title: z.string().describe(\"The title of the page to save.\"),\n description: z.string().describe(\"Describe what the page does.\"),\n }),\n execute: async ({ content, slug, title, description }) => {\n\n const val = await vt.alias.username.valName.retrieve(\"maxm\", \"parquet\");\n const existing = await vt.vals.files.getContent(val.id, {\n path: \"pages/index.json\",\n });\n const pages = Page.array().parse(await existing.json());\n\n pages.push({\n file: `${slug}.html`,\n title: title,\n description: description,\n });\n\n await vt.vals.files.update(val.id, {\n path: `pages/index.json`,\n content: JSON.stringify(pages, null, 2),\n });\n\n await vt.vals.files.create(val.id, {\n path: `pages/${slug}.html`,\n content: content,\n type: \"file\",\n });\n\n return {\n type: \"success\",\n data: `Page saved at url /pages/${slug}.html`,\n }\n },\n});\n",[],[245,252],{"_106":261,"_98":262,"_150":263,"_152":246,"_153":137,"_154":264,"_156":157,"_108":265,"_103":31,"_159":173,"_161":266,"_162":27,"_163":-5,"_164":267,"_101":268},"4771b9ca-4310-11f0-a485-76b3cceeab13","think.tsx","4771ba9c-4310-11f0-a485-76b3cceeab13",130,["D",1749239764560],"import { tool } from \"npm:ai\";\nimport { z } from \"npm:zod\";\n\n/**\n * Tool for thinking through complex problems without making external changes\n */\nexport const thinkTool = tool({\n description:\n \"Use the tool to think about something. It will not obtain new information or change the database, but just append the thought to the log. Use it when complex reasoning or some cache memory is needed.\",\n parameters: z.object({\n thought: z.string().describe(\"A thought to think about.\"),\n }),\n execute: async ({ thought }) => {\n return {\n type: \"success\",\n data: \"Thought recorded\",\n };\n },\n});\n",[],[245,262],[245],{"_106":271,"_98":272,"_150":273,"_152":-5,"_153":137,"_154":274,"_156":157,"_108":275,"_103":31,"_159":200,"_161":276,"_162":27,"_163":-5,"_164":277,"_101":278},"25df5592-42fc-11f0-8004-76b3cceeab13",".vtignore","25df5678-42fc-11f0-8004-76b3cceeab13",23,["D",1749231118224],".git\n.vscode\n.cursorrules\n.DS_Store\nnode_modules\nvendor",[],[272],{"_106":280,"_98":281,"_150":282,"_152":-5,"_153":137,"_154":283,"_156":157,"_108":284,"_103":285,"_159":173,"_161":286,"_162":27,"_163":-5,"_164":287,"_101":288},"3207a946-4315-11f0-9c27-76b3cceeab13","claude.tsx","17681762-4309-11f0-9021-76b3cceeab13",178,["D",1749241876114],10,"import { createAnthropic } from \"npm:@ai-sdk/anthropic\";\nimport { streamText } from \"npm:ai\";\nimport { thinkTool } from \"./tools/think.tsx\";\nimport { savePage } from \"./tools/savePage.tsx\";\n\nconst apiKey = Deno.env.get(\"ANTHROPIC_API_KEY\");\n\nconst anthropic = createAnthropic({\n apiKey,\n});\n\nconst model = \"claude-3-7-sonnet-20250219\";\n\nexport default async (req: Request) => {\n if (req.method !== \"POST\") {\n return new Response(\"Method not allowed\", { status: 405 });\n }\n\n try {\n const body = await req.json();\n const { messages } = body;\n\n if (!messages || !Array.isArray(messages)) {\n return new Response(JSON.stringify({ error: \"Invalid messages format\" }), {\n status: 400,\n headers: { \"Content-Type\": \"application/json\" },\n });\n }\n const resp = await fetch(import.meta.resolve(\"./prompt.txt\"));\n const prompt = await resp.text();\n const result = await streamText({\n model: anthropic(model),\n messages: messages,\n tools: {think: thinkTool, savePage: savePage},\n system: prompt,\n maxSteps: 20,\n maxTokens: 4_096 * 10,\n });\n\n return result.toDataStreamResponse({\n experimental_sendFinish: true,\n getErrorMessage: (error) => {\n console.log(\"Error in toDataStreamResponse:\", error);\n if (error == null) {\n return \"unknown error\";\n }\n\n if (typeof error === \"string\") {\n return error;\n }\n\n if (error instanceof Error) {\n return error.message;\n }\n\n return JSON.stringify(error);\n },\n });\n } catch (error) {\n console.error(\"Error processing request:\", error);\n return new Response(JSON.stringify({ error: \"Failed to process request\" }), {\n status: 500,\n headers: { \"Content-Type\": \"application/json\" },\n });\n }\n};\n",[],[281],{"_106":290,"_98":291,"_150":292,"_152":-5,"_153":137,"_154":293,"_156":157,"_108":294,"_103":31,"_159":200,"_161":295,"_162":27,"_163":-5,"_164":296,"_101":297},"25d3da50-42fc-11f0-94e1-76b3cceeab13","deno.json","25d3dafa-42fc-11f0-94e1-76b3cceeab13",21,["D",1749231118222],"{\n \"$schema\": \"https://raw.githubusercontent.com/denoland/deno/348900b8b79f4a434cab4c74b3bc8d4d2fa8ee74/cli/schemas/config-file.v1.json\",\n \"lock\": false,\n \"compilerOptions\": {\n \"noImplicitAny\": false,\n \"strict\": false,\n \"types\": [\n \"https://www.val.town/types/valtown.d.ts\"\n ],\n \"lib\": [\n \"dom\",\n \"dom.iterable\",\n \"dom.asynciterable\",\n \"deno.ns\",\n \"deno.unstable\"\n ]\n },\n \"lint\": {\n \"files\": {\n \"include\": [\n \"deno:/https/esm.town/**/*\"\n ]\n },\n \"rules\": {\n \"exclude\": [\n \"no-explicit-any\"\n ]\n }\n },\n \"node_modules_dir\": false,\n \"experimental\": {\n \"unstable-node-globals\": true,\n \"unstable-temporal\": true,\n \"unstable-worker-options\": true,\n \"unstable-sloppy-imports\": true\n }\n}",[],[291],{"_106":299,"_98":300,"_150":301,"_152":-5,"_153":137,"_154":302,"_156":157,"_108":303,"_103":304,"_159":200,"_161":305,"_162":27,"_163":-5,"_164":306,"_101":307},"a176c7dc-4313-11f0-a6b2-76b3cceeab13","duckdb.html","5c97055c-430c-11f0-83b6-76b3cceeab13",151,["D",1749241204073],9,"\n\n \n DuckDB Parquet Explorer\n \n \n \n \n

DuckDB Queries

\n\n \n \n\n",[],[300],{"_106":309,"_98":310,"_150":311,"_152":-5,"_153":137,"_154":312,"_156":157,"_108":313,"_103":314,"_159":173,"_161":315,"_162":27,"_163":-5,"_164":316,"_101":317},"626d2ecc-430a-11f0-b026-76b3cceeab13","frontend.tsx","3a597662-4309-11f0-89c4-76b3cceeab13",78,["D",1749237232842],6,"/** @jsxImportSource https://esm.sh/react@18.2.0?dev */\nimport { createRoot } from \"npm:react-dom\";\nimport React from \"npm:react\";\nimport { App } from \"./components/App.tsx\";\n\ncreateRoot(document.getElementById(\"root\")).render();\n",[],[310],{"_106":319,"_98":320,"_150":321,"_152":-5,"_153":137,"_154":322,"_156":157,"_108":323,"_103":324,"_159":200,"_161":325,"_162":27,"_163":-5,"_164":326,"_101":327},"83ba5be8-430c-11f0-9d24-76b3cceeab13","index.html","82b52afe-42ec-11f0-beb8-76b3cceeab13",88,["D",1749238147705],40,"\n\n \n Chat with Claude\n \n \n \n \n \n

\n \n\n",[],[320],{"_106":329,"_98":330,"_150":331,"_152":-5,"_153":137,"_154":332,"_156":157,"_108":333,"_103":334,"_159":335,"_161":336,"_162":27,"_163":337,"_164":338,"_101":339},"2796aca0-4315-11f0-a8d2-76b3cceeab13","main.tsx","71eb1152-42ec-11f0-9771-76b3cceeab13",177,["D",1749241858595],48,"http","\nimport claudeRoute from \"./claude.tsx\";\nimport ValTown from \"jsr:@valtown/sdk@1.3.0\";\nimport z from \"npm:zod\";\nimport { Page } from \"./tools/savePage.tsx\";\nconst vt = new ValTown();\n\n\nexport default async function (req: Request): Promise {\n // Get URL info\n const url = new URL(req.url);\n const path = url.pathname;\n\n // Handle Claude API route\n if (path === \"/api/claude\") {\n return await claudeRoute(req);\n }\n\n if (path === \"/pages\") {\n const val = await vt.alias.username.valName.retrieve(\"maxm\", \"parquet\");\n const content = await vt.vals.files.getContent(val.id, {\n path: \"pages/index.json\",\n });\n const pages = Page.array().parse(await content.json());\n\n // Fetch the pages template\n const resp = await fetch(import.meta.resolve(\"./pages.html\"));\n const htmlTemplate = await resp.text();\n\n // Replace the placeholder with stringified pages data\n const injectedHtml = htmlTemplate.replace(\n \"__PAGES_DATA__\",\n JSON.stringify(pages),\n );\n\n return new Response(injectedHtml, {\n headers: { \"Content-Type\": \"text/html\" },\n });\n }\n\n // For all routes, check Basic Auth header\n const authHeader = req.headers.get(\"Authorization\");\n\n // Define credentials (in a real app, these should be environment variables)\n const username = \"\";\n const password = Deno.env.get(\"SHARED_SECRET\");\n const expectedAuth = `Basic ${btoa(`${username}:${password}`)}`;\n\n // If authorization is missing or invalid, return 401 with WWW-Authenticate header\n if (!authHeader || authHeader !== expectedAuth) {\n return new Response(\"Unauthorized\", {\n status: 401,\n headers: {\n \"WWW-Authenticate\": 'Basic realm=\"Parquet Explorer\", charset=\"UTF-8\"',\n },\n });\n }\n\n // Handle proxy requests to parquet files\n if (path.startsWith(\"/data/\")) {\n return await handleProxyRequest(req, path);\n }\n\n // Handle DuckDB route\n if (path === \"/db\") {\n const resp = await fetch(import.meta.resolve(\"./duckdb.html\"));\n const htmlTemplate = await resp.text();\n const injectedHtml = htmlTemplate.replace(\n \"__SECRET_API_KEY__\",\n password || \"\",\n );\n\n return new Response(injectedHtml, {\n headers: { \"Content-Type\": \"text/html\" },\n });\n }\n\n // Handle individual page routes\n if (path.startsWith(\"/pages/\") && path.endsWith(\".html\")) {\n const pageName = path.replace(\"/pages/\", \"\").replace(\".html\", \"\");\n\n // Get pages list\n const val = await vt.alias.username.valName.retrieve(\"maxm\", \"parquet\");\n const pageContent = await vt.vals.files.getContent(val.id, {\n path: `pages/${pageName}.html`,\n });\n\n // Get page content\n const pageHtml = await pageContent.text();\n\n return new Response(pageHtml, {\n headers: { \"Content-Type\": \"text/html\" },\n });\n }\n\n // Default route - serve the chat interface\n const resp = await fetch(import.meta.resolve(\"./index.html\"));\n const htmlTemplate = await resp.text();\n const importUrl = import.meta.resolve(\"./frontend.tsx\");\n const injectedHtml = htmlTemplate.replace(\"__IMPORT_URL__\", importUrl);\n\n // Return the modified HTML\n return new Response(injectedHtml, {\n headers: { \"Content-Type\": \"text/html\" },\n });\n}\n\n/**\n * Handle proxy requests to the parquet host\n */\nasync function handleProxyRequest(\n req: Request,\n path: string,\n): Promise {\n // Build the target URL\n const targetUrl = new URL(path, `https://parquet-host.onrender.com/`);\n\n // Get API key from environment (using the same shared secret)\n const apiKey = Deno.env.get(\"SHARED_SECRET\") || \"\";\n\n // Create headers for the proxied request\n const headers = new Headers(req.headers);\n headers.set(\"Authorization\", `Bearer ${apiKey}`);\n return fetch(targetUrl, {\n headers,\n });\n}\n","ducket",[],[330],{"_106":341,"_98":342,"_150":343,"_152":-5,"_153":137,"_154":344,"_156":157,"_108":345,"_103":31,"_159":200,"_161":346,"_162":27,"_163":-5,"_164":347,"_101":348},"03237336-430f-11f0-917e-76b3cceeab13","pages.html","032374a8-430f-11f0-917e-76b3cceeab13",116,["D",1749239220464],"\n\n \n Pages - Parquet Explorer\n \n \n \n

\n \n \n

\n \n

\n\n \n \n",[],[342],{"_106":350,"_98":351,"_150":352,"_152":-5,"_153":137,"_154":353,"_156":157,"_108":354,"_103":355,"_159":200,"_161":356,"_162":27,"_163":-5,"_164":357,"_101":358},"3f26f5e6-4315-11f0-8b76-76b3cceeab13","prompt.txt","cbcafa6a-4310-11f0-9061-76b3cceeab13",180,["D",1749241898129],8,"You are a helpful assistant that makes html pages that use duckdb to explore\nparquet data. You can make whatever html/css/js you want to use to explore the\ndata.\n\nHere is a basic html page to use as inspiration:\n\n```html\n\n \n \n \n\n```\n\nThese are all the parquet urls that are available to query:\n\nhttps://ducket.val.run/data/users.parquet\nhttps://ducket.val.run/data/file_revisions.parquet\nhttps://ducket.val.run/data/branches.parquet\nhttps://ducket.val.run/data/projects.parquet\nhttps://ducket.val.run/data/branch_pull_requests.parquet\nhttps://ducket.val.run/data/commits.parquet\nhttps://ducket.val.run/data/custom_domains.parquet\nhttps://ducket.val.run/data/handle_namespace.parquet\nhttps://ducket.val.run/data/likes.parquet\nhttps://ducket.val.run/data/notifications.parquet\nhttps://ducket.val.run/data/project_likes.parquet\nhttps://ducket.val.run/data/user_social_links.parquet\nhttps://ducket.val.run/data/vanity_subdomains.parquet\n\nHere are their columns:\n\n\n\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/users.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"handle\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"newsletter\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"created_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"clerkId\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"profileImageUrl\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"tier\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"stripeId\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"bio\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboardingReferral\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboardingServices\",\"column_type\":\"VARCHAR[]\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboardingUseCases\",\"column_type\":\"VARCHAR[]\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_fixers\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_theme\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_notification_likes\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_notification_comments\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_notification_references\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_notification_forks\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_notification_errors\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"tursoDB\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboardingGoals\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_copilot\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_notification_prs\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_notification_publish_requests\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_keybindings\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboarding_tips\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"codeium_initialized\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboarding_create_hints\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboarding_starters\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_dprint\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"delete_requested_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboarding_roles\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"onboarding_company_size\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_selection_ai\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_notification_errors_config\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"preferences_denofmt\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"flag_denols\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/file_revisions.parquet' limit 1\",\"rows\":[{\"column_name\":\"file_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"name\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"parent_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"branch_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"branch_version\",\"column_type\":\"INTEGER\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"deleted\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"created_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"latest\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"file_type\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/branches.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"createdAt\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"updatedAt\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"name\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"project_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"version\",\"column_type\":\"INTEGER\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"forked_branch_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"forked_branch_version\",\"column_type\":\"INTEGER\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"lockfile_key\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"deleted_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/projects.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"name\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"created_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"privacy\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"description\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"image_url\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"user_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"user_perm\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"val_perm\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"blob_perm\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"email_perm\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"sqlite_perm\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"pinned_file_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"pin_preview\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"deleted_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"project_perm\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"screenshot_version\",\"column_type\":\"BIGINT\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"like_count\",\"column_type\":\"BIGINT\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"legacy_env_vars\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"telemetry_perm\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/branch_pull_requests.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"description\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"created_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"state\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"branch_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"target_branch_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"target_branch_version\",\"column_type\":\"INTEGER\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"merged_branch_version\",\"column_type\":\"INTEGER\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"merged_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"author\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"title\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/commits.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"branch_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"created_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"version\",\"column_type\":\"BIGINT\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"parent_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"incoming_commit_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"user_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/custom_domains.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"hostname\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"userId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"valNameId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"verified\",\"column_type\":\"BOOLEAN\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"scd_domain_id\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"dns_checked_at\",\"column_type\":\"TIMESTAMP\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"created_at\",\"column_type\":\"TIMESTAMP\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"updated_at\",\"column_type\":\"TIMESTAMP\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"file_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/handle_namespace.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"name\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"created_at\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"user_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/likes.parquet' limit 1\",\"rows\":[{\"column_name\":\"valNameId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"userId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"createdAt\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"deletedAt\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/notifications.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"userId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"commentId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"createdAt\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"dismissedAt\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"likeId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"referenceId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"forkValNameId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"errorValId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"errorEvalAnalyticsId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"pull_request_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"pull_request_state\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"publishRequestValNameId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"publishRequestRequesterId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"branch_fork_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"branch_pull_request_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"errorFileRevisionId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/project_likes.parquet' limit 1\",\"rows\":[{\"column_name\":\"id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"project_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"user_id\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"createdAt\",\"column_type\":\"TIMESTAMP WITH TIME ZONE\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 'https://ducket.val.run/data/user_social_links.parquet' limit 1\",\"rows\":[{\"column_name\":\"userId\",\"column_type\":\"UUID\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null},{\"column_name\":\"url\",\"column_type\":\"VARCHAR\",\"null\":\"YES\",\"key\":null,\"default\":null,\"extra\":null}]}\n{\"sql\":\"DESCRIBE SELECT * FROM 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