thermograph/static/legend.html
Emi Griffith d742cfe11f Account system with weather-notification subscriptions (#89)
* Add account system foundation: email/password auth with cookie sessions

Introduce the app's first authoritative, user-owned data in a separate
data/accounts.sqlite (SQLAlchemy), kept apart from the disposable derived-cache
DB. Wire fastapi-users for email/password signup, cookie-based login/logout, and
a session-check endpoint, backed by a database session strategy so logins survive
restarts and are revocable.

- db.py: async (aiosqlite) + sync SQLAlchemy engines over accounts.sqlite, WAL +
  foreign keys, create_db_and_tables().
- models.py: User, AccessToken, Subscription, Notification tables.
- users.py: pwdlib hashing, HttpOnly cookie transport (path-scoped, SameSite=Lax,
  Secure via env), DatabaseStrategy sessions, current-user dependencies.
- schemas.py: user + subscription + notification Pydantic models.
- app.py: mount auth/register/users routers on v2, create tables at startup.
- Pin fastapi-users[sqlalchemy]/aiosqlite; ignore data/accounts.sqlite*.

* Add account header entry and auth modal (frontend)

account.js self-injects a header entry (following the units.js pattern) that
shows a Sign in button when logged out and an account menu when logged in, plus
an auth modal reusing the existing .mp-overlay/.mp-modal chrome for email/password
sign-in and account creation. A shared apiFetch helper sends the same-origin
cookie for authed calls; exported getUser/openAuth/onAuthChange back later phases.
Imported by every page entry module. On narrow screens the entry collapses to an
icon-only button so it doesn't crowd the title.

Enforce an 8-character minimum password in the user manager.

* Add subscription CRUD API and the alerts management page

Backend api_accounts.py adds user-scoped, cookie-authenticated endpoints to
create/list/update/delete subscriptions (and the notification reads used next):
POST snaps lat/lon to a grid cell, resolves a label, and rejects a duplicate
location+kind with 409; PATCH/DELETE are ownership-checked (404 on mismatch).
Mounted on the v2 prefix.

Frontend subscriptions.js + subscriptions.html serve the /alerts page: a sign-in
gate when logged out, an add flow that reuses the shared map picker and an editor
modal (kind, watched metrics, 95-99 percentile, two-sided), and a card list with
inline threshold/active edits and remove. Reachable from the account menu.

* Add background subscription evaluation engine

notify.py runs a daemon thread that periodically evaluates every active
subscription: it groups them by grid cell, reads history from the parquet cache
only (never spends archive quota) plus the hourly recent/forecast bundle, and
grades candidate days with the existing grading.grade_day. A watched metric that
lands at or beyond the threshold percentile fires a 'high' alert; a two-sided
subscription also fires 'low' for the symmetric cold/calm/dry tail (precip stays
one-directional). Observed subscriptions look at the last few recorded days,
forecast subscriptions at the coming week.

Two guards keep it quiet: a UNIQUE(subscription, event_date, metric, direction,
kind) constraint dedups repeat events, and a per-subscription weekly cap
(last_notified_at) limits each alert to one notification per 7 days. The loop
tolerates a bad cell or an upstream rate limit without aborting the pass. Started
and stopped from the app lifespan; gated by THERMOGRAPH_ENABLE_NOTIFIER.

* Add in-app notification center (header bell)

Extend account.js with a notification bell beside the account menu: an unread
badge, a dropdown listing recent notifications (title, body, relative time), a
per-item mark-read on click, and a Mark all read action, all through the
cookie-authed notifications API. Unread state refreshes on open and polls every
two minutes while signed in; polling stops on sign-out. Styled to match the app,
responsive down to mobile.

* Harden accounts: expired-session cleanup, engine tests, ops docs

- notify.py sweeps expired login sessions (access tokens past their lifetime)
  once per evaluation pass.
- Add hermetic unit tests for the evaluation engine's trigger detection (high/low
  tails, precip one-directional, normal = no trigger) and notification wording.
- Document accounts.sqlite (authoritative, back it up), the single-worker
  requirement for the in-process evaluator, and the new env vars in DEPLOY.md.
2026-07-15 18:46:46 +00:00

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HTML

<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<title>Thermograph — reading the grades</title>
<meta name="description" content="Pick any point on Earth and see how its recent weather stacks up against ~45 years of local climate history — graded days, calendars, forecasts, and side-by-side comparisons." />
<meta name="theme-color" content="#f0803c" />
<!-- Link previews (Discord, Slack, iMessage…). The server fills the og:url /
og:image origins in from this request's scheme://host + base path —
crawlers need absolute URLs and don't run JS. -->
<meta property="og:type" content="website" />
<meta property="og:site_name" content="Thermograph" />
<meta property="og:title" content="Thermograph — reading the grades" />
<meta property="og:description" content="Pick any point on Earth and see how its recent weather stacks up against ~45 years of local climate history — graded days, calendars, forecasts, and side-by-side comparisons." />
<meta property="og:url" content="__ORIGIN__/legend" />
<meta property="og:image" content="__ORIGIN__/logo.png" />
<meta property="og:image:width" content="512" />
<meta property="og:image:height" content="512" />
<meta property="og:image:alt" content="Thermograph logo" />
<meta name="twitter:card" content="summary" />
<link rel="icon" href="logo.svg" type="image/svg+xml" />
<link rel="apple-touch-icon" href="logo.png" />
<link rel="stylesheet" href="style.css" />
</head>
<body>
<header>
<div class="brand">
<span class="logo"></span>
<div>
<h1>Thermograph · Guide</h1>
<p class="tag">What the metrics and percentile grades mean</p>
</div>
<nav class="view-nav" aria-label="Views">
<a href="./" data-view="map">Weekly</a>
<a href="calendar" data-view="calendar">Calendar</a>
<a href="day" data-view="day">Day</a>
<a href="compare" data-view="compare">Compare</a>
</nav>
</div>
</header>
<main class="guide">
<section class="guide-block">
<h2>How the grades work</h2>
<p>Every grade is <b>relative to this place's own climate history</b>, not an absolute
temperature. For each day Thermograph builds a &plusmn;7-day seasonal distribution from
decades of local records, then reports the <b>percentile</b> where the day falls in it.</p>
<p>So a 60&deg; day can be &ldquo;Above Normal&rdquo; in one place or season and
&ldquo;Below Normal&rdquo; in another. That's why the categories read
&ldquo;Above/Below Normal&rdquo;, &ldquo;High/Low&rdquo;, and &ldquo;Near Record&rdquo;
never &ldquo;hot&rdquo; or &ldquo;cold&rdquo;.</p>
</section>
<section class="guide-block">
<h2>Grade scale — percentile of the local &plusmn;7-day history</h2>
<div class="guide-scale" id="temp-scale"></div>
</section>
<section class="guide-block">
<h2>Rain intensity — percentile among rain days</h2>
<p class="muted">Precipitation is graded only across days that actually saw rain, so
&ldquo;Heavy&rdquo; means heavy <i>for a rainy day here</i>. Dry days are colored by
their dry streak instead (below).</p>
<div class="guide-scale" id="rain-scale"></div>
</section>
<section class="guide-block">
<h2>The metrics</h2>
<dl class="guide-metrics">
<dt>High / Low</dt><dd>The day's highest and lowest air temperature (&deg;F).</dd>
<dt>Feels</dt><dd>Apparent temperature — what the air actually felt like once humidity
and wind are factored in, taking whichever apparent extreme (heat-index high or
wind-chill low) sits further from a temperate baseline, graded against its own history.</dd>
<dt>Humid</dt><dd>Absolute humidity: grams of water vapor per cubic meter of air (g/m&sup3;).</dd>
<dt>Wind</dt><dd>Average sustained wind speed (mph).</dd>
<dt>Gust</dt><dd>Peak wind gust for the day (mph).</dd>
<dt>Precip</dt><dd>Total precipitation (inches), graded by intensity among rain days.</dd>
<dt>Dry streak</dt><dd>Consecutive days since the last measurable rain — the color deepens
the longer it's been dry, and resets to blue on a rain day.</dd>
</dl>
</section>
<p class="guide-back"><a href="./">&larr; Back to Thermograph</a></p>
</main>
<script type="module">
import "./nav.js"; // header view-links follow the last location
import "./units.js"; // the °F/°C toggle
import "./account.js"; // header sign-in entry + notification bell
// The scale rows come from the shared tier tables, so this guide can't
// drift from what the app actually shows.
import { SCALE_TEMP, SCALE_RAIN } from "./shared.js";
const row = ({ c, label, range }) =>
`<div class="guide-seg"><span class="guide-sw" style="background:var(--${c})"></span>` +
`<span class="guide-lbl">${label}</span><span class="guide-rng">${range}</span></div>`;
document.getElementById("temp-scale").innerHTML = SCALE_TEMP.map(row).join("");
document.getElementById("rain-scale").innerHTML = SCALE_RAIN.map(row).join("");
</script>
</body>
</html>