pf_app/package.json
Paul Trowbridge 1ed8595577 SPIKE: server-side DuckDB virtual server behind ?engine=duck
Working measurement spike for Option C: aggregation runs in a server-side
DuckDB instead of shipping every row to the browser. Opt-in via
?engine=duck; the default client-side WASM path is untouched.

- routes/perspective.js: POST /perspective/init materializes a version's
  forecast table into a persistent in-process DuckDB (ATTACH postgres,
  so 535k rows land in ~1.5s without streaming through Node); POST
  /perspective/sql executes one Perspective-generated statement, with
  Arrow IPC output for viewport reads.
- ui/src/duckServerHandler.js: VirtualServerHandler that delegates SQL
  generation to Perspective's own GenericSQLVirtualServerModel and POSTs
  the result to the server. Adapted from @perspective-dev/client's
  virtual_servers/duckdb.ts — same SQL model, different transport.
- Forecast.jsx: DUCK_MODE branch replaces the heavy /data fetch with
  /perspective/init, opens the hosted table over a message port, and
  shows a latency overlay. applyDepth routes through viewer.restore()
  since the SQL server cannot handle view.set_depth().

Preserved for a future faster-load effort. Findings and the reason this
is not the shipped path (no interactive tree expand/collapse) are in
pf_perspective_options.md on master.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-17 21:48:06 -04:00

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{
"name": "pf_app",
"version": "1.0.0",
"description": "Pivot Forecast Application",
"main": "server.js",
"license": "MIT",
"scripts": {
"start": "node server.js",
"dev": "nodemon server.js",
"build": "cd ui && npm run build"
},
"dependencies": {
"apache-arrow": "^21.1.0",
"cors": "^2.8.5",
"dotenv": "^16.0.0",
"duckdb": "^1.4.4",
"express": "^4.18.2",
"pg": "^8.11.3"
},
"devDependencies": {
"nodemon": "^3.0.0"
}
}