thermograph/docs/onboarding/05-frontend.md
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frontend: fix the three inconsistencies the onboarding guide found (#99)
2026-07-25 21:27:44 +00:00

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5. Frontend deep dive

The SSR + static-asset service: server-rendered crawlable pages, the interactive tool's SPA shells, and every static asset. No climate data, no database, no compute — everything comes from the backend's content API over HTTP.

The live service is Go. frontend/server/ builds, tests, ships and runs. The Python files one directory up (app.py, content.py, api_client.py, format.py, content_loader.py, paths.py, templates/*.html.j2) are the superseded original implementation, kept in-tree as the reference the port was made from. Nothing deploys them, and they hold duplicate copies of a couple of contracts (api_client.py's API_VERSION pin, format.py's F_COUNTRIES) — keep those in step if you run them locally. Whether to delete them is an open question; raise it rather than doing it in passing.

Shape of the Go service

main.go                  config → content client → glossary/pages → mux →
                         listen → graceful shutdown
internal/config/         every env var the service reads, with the same names,
                         defaults and required/optional split as the Python
internal/contentapi/     the backend /content/* client
internal/content/        the SSR page handlers, template funcmap, SEO helpers
internal/contentdata/    glossary.yaml / pages.yaml loader
internal/format/         unit-aware °C/°F formatting + band names
internal/handlers/       SPA shells + static serving
internal/render/         html/template over an embed.FS + ETag helpers
internal/render/templates/*.tmpl   the page templates (embedded in the binary)

Dependencies: stdlib plus gopkg.in/yaml.v3 only. The committed SSR copy in frontend/content/*.yaml is shared with the rest of the repo and uses block/folded scalars, so a real YAML parser is genuinely required.

Templates are embedded in the binary; static/ and content/ are read from disk relative to the working directory (frontend/ locally, /app in the image). That's why you build in server/ and run from frontend/.

Fail-loud boot

main.go exits at startup on bad configuration or bad content: a missing backend URL, a garbage TTL, malformed glossary/pages YAML. The Python raised at import for the same cases, and the reasoning is identical — a bad content edit should break the boot, not silently 500 on the first request.

The one deliberate exception is the IndexNow key: boot tries the key fetch once, catches failure, and falls back to a lazy per-request lookup. Boot must survive an unreachable backend — asynchronous FE/BE deploys depend on it. Don't make it fatal.

Routes

Everything below sits under THERMOGRAPH_BASE (default /thermograph; the image sets /).

Path Kind
/ SSR homepage
/climate SSR climate hub
/climate/{slug} SSR per-city page
/climate/{slug}/records SSR all-time records
/climate/{slug}/{month} SSR per-month page
/glossary, /glossary/{term} SSR
/about, /privacy SSR
/robots.txt, /sitemap.xml generated
/{indexnow-key}.txt the IndexNow ownership file
/calendar, /day, /score, /compare, /legend, /alerts SPA shells
/healthz liveness, I/O-free (does not prove the backend is reachable)
everything else static assets

The static mount is registered last so the explicit routes win.

The backend owns the page metadata, not this service. page_title, canonical_path, breadcrumb and jsonld come from backend/api/content_payloads.py. Don't recompute them here.

SPA shells and __ORIGIN__

The shell HTML files in static/ carry an __ORIGIN__ placeholder for the link-preview/Open Graph tags — preview crawlers need absolute URLs and the host differs between LAN and prod. The substituted HTML and its ETag are memoized per origin, not recomputed per request.

Origin resolution prefers X-Forwarded-Host over Host. That matters when the request arrives through the backend's catch-all proxy fallback: without it, the page would advertise the internal hop's own address as canonical.

The content client

internal/contentapi is a careful piece of code and worth reading in full before you change caching behaviour. It has four properties, all load-bearing:

  1. TTL cache (THERMOGRAPH_SSR_CACHE_TTL, default 600s). Climate data changes at most hourly, so without this a page-view burst on one city costs one backend round trip per request. This is in addition to the backend's derived-store/ETag caching — this one saves the network hop, the backend's saves the recompute.
  2. Bounded LRU (2048 entries). city() and city_records() fold the browser-facing origin into the cache key, and origin is client-controlled via Host/X-Forwarded-Host. An unbounded map there is a cheap memory-exhaustion vector.
  3. Per-key single-flight. Without it, N concurrent requests missing the same key (cold start, or right after TTL expiry on a hot city) each fire their own backend call — a thundering herd.
  4. Origin forwarding. The original browser-facing origin is passed through as Host / X-Forwarded-Proto so the backend builds JSON-LD url fields against the public origin rather than the internal http://backend:8137 address.

Static assets

Hand-written, no build step, no bundler, no framework.

File Role
app.js the main tool: map, search, results, inline SVG chart
calendar.js / day.js / score.js / compare.js the SPA views
cache.js IndexedDB cache + the /cell bundle prefetch + If-None-Match revalidation
account.js auth; pins API_VERSION and the uv(path) helper
shared.js shared helpers; pctOrd() mirrors the backend's pct_ordinal()
units.js F_REGIONS — must match the backend's F_COUNTRIES
chart.js, mappicker.js, filtersheet.js, nav.js, push-client.js, ios-install.js, digest.js, climate.js, subscriptions.js the rest
style.css the single hand-written stylesheet — every design token lives here
sw.js, manifest.webmanifest, icons PWA

cache.js is where the ETag contract actually lands: it fetches /api/v2/cell once per view-set, slices it, and later revalidates each view with If-None-Match. The slice→view map must track the backend's payload shape. See contracts.

Static responses are served with Cache-Control: public, max-age=300 — short on purpose, because asset filenames are not content-hashed. It's a revalidation window, not an immutable cache.

The design system

frontend/DESIGN.md is the source of truth and wins over any general design guidance. The essentials:

  • Never hardcode a colour. Every colour is a CSS custom property in style.css's :root, with a @media (prefers-color-scheme: light) override right below. Always var(--token).
  • Grade palettes encode meaning, not decoration. Temperature is a 9-step diverging, colourblind-safe scale (--rec-cold--normal green midpoint … --rec-hot). Precipitation is --dry plus --wet-1…9. Keep the order and midpoints intact.
  • Inter is not self-hosted. It renders where the OS has it and falls back to system-ui. Adding a webfont link is a deliberate decision, not a tweak — it's a network dependency on every page.
  • Inputs are font-size: 16px minimum. Smaller text makes iOS zoom on focus. Hard rule.
  • Mobile-first. The base stylesheet is the phone layout; wider screens layer on via min-width. Primary breakpoint 640/641px. The content column widens in real steps at 1680 / 2400 / 3400px — it does not stay a centred 1200px strip.
  • Metric order is always Precip · High · Low, everywhere.
  • Dark is the default, light comes from prefers-color-scheme. Every change must look right in both. Honour prefers-reduced-motion.
  • Charts are bespoke inline SVG. No canvas, no charting library.

Verifying a visual change

Validate at 390 / 800 / 1920 / 2560 / 3840px in both light and dark. These straddle every breakpoint above.

cd frontend
.venv/bin/pip install -q -r tools/requirements.txt
.venv/bin/python -m playwright install chromium
.venv/bin/python tools/shoot.py                       # the full matrix
.venv/bin/python tools/shoot.py index --width 390 --scheme dark   # while iterating

PNGs land in .screenshots/ (gitignored) as {page}@{width}-{scheme}.png. Point it elsewhere with SHOTS_BASE. Chrome DevTools MCP is the other good option here — a real browser on your own machine.

Tests

cd frontend/server && go build ./... && go vet ./... && go test ./...

The Go tests read two directories via a fixed relative path: the committed golden fixtures (frontend/tests/fixtures/*.json — the same set the Python golden-diff comparison used) and the SSR copy (frontend/content/*.yaml). frontend/Dockerfile's builder stage copies them to container-root paths to preserve that relationship, and runs gofmt -l + go vet + go test before building. A failing Go test therefore fails the image build, which is how CI catches it — there is no separate frontend test step in the workflows.

The Python tiers still exist and still run locally:

cd frontend
make test-unit          # hermetic: SSR rendering fed committed fixtures
make test-integration   # pulls + runs the real backend image; local only
make capture-fixtures   # refresh tests/fixtures/*.json from a live backend

Treat make capture-fixtures as the shared operation: those fixtures feed the Go tests too.

The image

python:3.12-slim → gone. The frontend image is:

  • a golang:1.26 builder that runs gofmt -l / go vet / go test, then builds a static CGO_ENABLED=0 -trimpath -ldflags="-s -w" binary;
  • an alpine:3.22 final stage with bash (the Swarm stack bind-mounts a bash entrypoint shim over the image's entrypoint) and curl (the healthcheck);
  • uid 10001, matching the backend image — that's the uid infra provisions readable secrets for. Don't change it.
  • static/ and content/ copied to /app, read-only at runtime.

There is no WORKERS knob any more: uvicorn needed a process count, the Go server handles concurrency in one process.

Next: Cross-service contracts.