Send stored audio as a Blob body so large files upload on HTTP/1.1

Files over 8 MB were sent as a ReadableStream with duplex: 'half'. Chrome
only allows streaming request bodies over HTTP/2+, so every such upload
failed with "Failed to fetch" on HTTP/1.1 (e.g. http://localhost). A Blob
body is read lazily from OPFS by the browser, so it keeps the "never hold
the whole master in memory" property without depending on the protocol.

Verified in headless Chromium: a 33 MB WAV drops and analyses both at
http://localhost:8050 and behind Cloudflare/Caddy at a /uj/ prefix.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_015UXA39Sh9coAx4FhRkd8R2

.dockerignore

@@ -0,0 +1,29 @@
+# Build context hygiene. The image needs the source modules and static/, but
+# nothing else — a fat context here means slow builds and a bigger surface for
+# accidentally baking in local state (audio, caches, .env, ssh keys).
+.git
+.gitignore
+.venv
+__pycache__/
+*.pyc
+*.pyo
+*.egg-info/
+build/
+dist/
+
+# Tests and tooling are not needed to run the service.
+tests/
+scripts/
+.claude/
+.vscode/
+.idea/
+
+# Local state that must never enter an image.
+*.log
+.env
+.env.*
+fonts/
+*.ttf
+*.otf
+*.ttc
+audio_analysis.log

CLAUDE.md

@@ -109,6 +109,50 @@ A custom mastering toolkit that provides metrics to evaluate audio masterings th
   gone with the matplotlib render path. If wanted back, it belongs in the
   renderer, applied uniformly to every metric — not per-metric
 
+#### `web_session.py`
+- Server-side equivalent of `AnalysisResultsManager`, without Qt: owns the
+  per-track metric cache and the overlay set, and mirrors the desktop's
+  compute-off-the-request-thread behaviour
+- **No audio is stored.** Tracks are keyed by `file_id` = SHA-256 of the audio,
+  and the session keeps only analysis results and metadata. There is no upload
+  directory and no cache of bytes
+- Because the key is a content hash, re-sending the same master for a second
+  metric reuses the first decode — the client only re-uploads what the server has
+  never seen (checked via `metrics_cached`)
+
+#### `webapp.py`
+- FastAPI routes + static mount + the `ujm-web` entry point (binds loopback by
+  default; `--host`/`--port`/`--open` to override)
+- Analysis endpoints take the audio as a **raw request body**, not a multipart
+  upload: spool to a temp file, `SESSION.observe(...)`, unlink in `finally`. The
+  bytes exist on disk only for the duration of that one request
+- `POST /api/analyse` (analyse + plot data), `POST /api/file` (register without
+  plotting), `DELETE /api/file`, `POST /api/overlay`, `GET /api/plot`,
+  `GET /api/metadata`, `GET /api/metrics`, `GET /api/session`
+
+#### `metrics_json.py`
+- The renderer seam: `PlotSpec`/metric data → JSON, so a non-pyqtgraph renderer
+  consumes the identical spec (curves, bands, hlines, heatmap, axis specs) that
+  the desktop widget draws. `hlines` carry the integrated LUFS reference line —
+  it is not an annotation
+
+#### `static/` (web front end)
+- `audio-store.js` — OPFS store. Copies each picked/dropped `File` into Origin
+  Private File System (browser-sandboxed, not the host's filesystem), hashes it
+  with WebCrypto in chunks while streaming (never loads a whole master into
+  memory), and re-sends bytes to the server per metric
+- `app.js` — the web renderer, an ES module importing the store. Draws the same
+  `PlotSpec` the desktop does: uPlot for curves/bands, a plain canvas for the
+  spectrogram heatmap (a canvas can map rows through an arbitrary function, so it
+  draws native linear rows and maps them, unlike pyqtgraph's affine-only
+  `ImageItem`). Mirrors the desktop's per-metric colour cycle, lin/log toggles,
+  absolute/relative time, and draggable reference lines
+- `vendor/` — uPlot 1.6.32 (IIFE + CSS), vendored so nothing is fetched from a
+  CDN at runtime
+- Boot rehydrates: the server still has the last session's analysis, so it
+  re-offers audio only for metric/track combinations the server reports as
+  uncached, and reports unavailable combinations rather than faking them
+
 #### `master_core.py`
 - Defines the `AudioFile` class: librosa loading, rolling RMS power. BPM detection
   was **removed** — `librosa.beat.beat_track` cost ~3.7 s on every load for a
@@ -225,6 +269,7 @@ A custom mastering toolkit that provides metrics to evaluate audio masterings th
 - matplotlib: Colormaps only (consumed by pyqtgraph) + librosa dependency
 - mutagen: Audio metadata extraction
 - PyQt5: GUI framework
+- fastapi / uvicorn: web UI (optional extra; the desktop app does not need them)
 
 ### Architecture considerations
 - Three-stage split: `metrics.compute` (heavy, worker thread, backend-neutral
@@ -248,6 +293,21 @@ uv sync          # one-time, after cloning
 uv run ujm       # launch the GUI
 ```
 
+### Running the web UI
+Branch `feature/web-ui`. Same backend, browser front end.
+
+```bash
+uv sync --extra web
+uv run ujm-web                             # http://127.0.0.1:8000
+uv run ujm-web --host 0.0.0.0 --port 8080  # reachable from another machine
+```
+
+Uploaded audio is held in the browser's Origin Private File System and streamed
+to the server per request; the server spools each body to a temp file and unlinks
+it before responding. Nothing is written to the host beyond that transient spool.
+Verify with `python3 scripts/webapi_smoke.py` against a running server (needs
+`ffmpeg` for the fixtures).
+
 Optional flags (handled by `logger_setup.parse_log_args`):
 ```bash
 uv run ujm --log-level DEBUG    # ERROR | WARN | INFO | DEBUG | TRACE

Dockerfile

@@ -0,0 +1,88 @@
+# uj-mastering-master — web UI
+#
+# Multi-stage on purpose: the build stage compiles wheels (librosa pulls in
+# scipy, numba and llvmlite, all of which have C extensions), and none of that
+# toolchain belongs in the runtime image.
+#
+# The runtime image installs the *installed package*, not a source tree, so the
+# same image works whether you built it from a checkout or a release tarball.
+#
+# Note on audio: the web UI stores uploaded audio in the browser (OPFS) and
+# spools each request body to /tmp only for the duration of that request. There
+# is no volume for audio, because the app never keeps any — see README.
+#
+# Note on the desktop app: this image is the *web* front end only. PyQt5 and
+# pyqtgraph are deliberately not installed — there is no display in a container.
+
+# ---- build -----------------------------------------------------------------
+FROM python:3.11-slim AS build
+
+ENV PIP_DISABLE_PIP_VERSION_CHECK=1 \
+    PIP_NO_CACHE_DIR=1 \
+    UV_LINK_MODE=copy
+
+# numba/llvmlite and scipy need a compiler; libsndfile is what soundfile
+# (librosa's decoder) links against at runtime, but the wheel needs it at build
+# time to be detected.
+RUN apt-get update && apt-get install -y --no-install-recommends \
+      build-essential \
+ && rm -rf /var/lib/apt/lists/*
+
+COPY --from=ghcr.io/astral-sh/uv:0.12.5 /uv /usr/local/bin/uv
+
+WORKDIR /src
+# Copy the whole checkout minus .dockerignore. Deliberately not a hand-picked
+# file list: `py-modules` in pyproject.toml enumerates every module the build
+# backend must find, and a curated COPY that omits any of them fails the build
+# with "file <module>.py not found". The exclusions that matter (venv, caches,
+# .git, local state) are in .dockerignore, which is the right place for them.
+COPY . .
+
+# Build a wheel, then install it into a self-contained prefix to copy forward.
+# `"uj-mastering-master[web]"` (not `--extra web`) is the syntax uv wants when
+# installing a source tree — `--extra` needs a lockfile/setup.py it does not
+# have here and fails with "Requesting extras requires a pylock.toml...".
+RUN uv venv /opt/venv \
+ && uv pip install --python /opt/venv/bin/python --no-cache \
+      ".[web]"
+
+# ---- runtime ---------------------------------------------------------------
+FROM python:3.11-slim AS runtime
+
+# libsndfile1 is the only runtime system dependency: librosa decodes through
+# soundfile, which dlopens it. Everything else is a self-contained wheel.
+# (FFmpeg is *not* needed — it only ever generated test fixtures.)
+RUN apt-get update && apt-get install -y --no-install-recommends \
+      libsndfile1 \
+ && rm -rf /var/lib/apt/lists/*
+
+# Non-root, with a home it can actually write to: librosa/numba want a cache
+# dir, and the app spools request bodies under /tmp.
+RUN useradd --create-home --uid 10001 --shell /usr/sbin/nologin ujm
+
+COPY --from=build /opt/venv /opt/venv
+
+ENV PATH=/opt/venv/bin:$PATH \
+    PYTHONUNBUFFERED=1 \
+    PYTHONDONTWRITEBYTECODE=1 \
+    HOME=/home/ujm \
+    NUMBA_CACHE_DIR=/tmp/numba-cache \
+    MPLCONFIGDIR=/tmp/matplotlib
+
+# The app's temporary spools land here. Declared so a read-only root filesystem
+# can still be used (`read_only: true` + `tmpfs: /tmp` in compose).
+VOLUME ["/tmp"]
+
+USER ujm
+WORKDIR /home/ujm
+
+EXPOSE 8000
+
+# Baked-in healthcheck: hit the API rather than the page, so it fails when the
+# *backend* is broken and not merely when a static asset is missing.
+HEALTHCHECK --interval=30s --timeout=5s --start-period=20s --retries=3 \
+  CMD ["python", "-c", "import urllib.request,sys; sys.exit(0 if urllib.request.urlopen('http://127.0.0.1:8000/api/metrics', timeout=4).status == 200 else 1)"]
+
+# 0.0.0.0, not the CLI default of 127.0.0.1: loopback inside a container is
+# unreachable from the host, which is the whole point of publishing a port.
+CMD ["ujm-web", "--host", "0.0.0.0", "--port", "8000", "--log-level", "INFO"]

README.md

@@ -20,11 +20,11 @@ Developed with Claude Code assistance.
   spectrogram's 22 kHz top, which otherwise falls between decade ticks)
 - **Native sample rate**: audio is loaded without resampling, so the full band
   (up to the file's own nyquist, e.g. ~22 kHz for 44.1 kHz files) is analysed
-- **BPM detection** via librosa
+- **CJK-safe font system** with custom fonts loaded from `fonts/` (gitignored) and system fallbacks; the UI is pinned to M PLUS 1 Code @ 10pt
-- **CJK-safe font system** with custom fonts loaded from `fonts/` (gitignored), system fallbacks, and a live font selector
 - **Background analysis thread** so the UI stays responsive; metric switches
   compute off the GUI thread and cache, so re-selecting a metric is instant
-- **Embedded matplotlib canvas** with auto-regenerated plots on font change
+- **pyqtgraph renderer**: one persistent `PlotItem` reused across replots, with
+  per-axis zoom modifiers (Ctrl+scroll for time only, Shift+scroll for the value axis)
 
 ### Roadmap
 See [CLAUDE.md](CLAUDE.md) for the full development roadmap. Near-term:
@@ -35,11 +35,16 @@ dynamic range (DR meter), plot-style controls, interactive axis controls.
 This project uses [uv](https://docs.astral.sh/uv/). With uv installed:
 
 ```bash
-uv sync
+uv sync --extra desktop
 uv run ujm
 ```
 
-`uv run ujm` is the only supported entry point — it boots the GUI.
+`uv run ujm` boots the desktop GUI (see *Web UI* for the browser front end).
+
+`uv sync` on its own installs only the analysis dependencies (librosa, numpy,
+scipy, mutagen, pyloudnorm). The GUI stack — PyQt5, pyqtgraph — is the
+`desktop` extra, kept separate because nothing on the web path imports it. Add
+`--all-extras` to get both front ends.
 
 ### Logging flags
 ```bash
@@ -52,9 +57,112 @@ Drop `.ttf` / `.otf` / `.ttc` files into `fonts/` to get them in the font
 selector. The directory is gitignored to avoid bundling licensed font data.
 See [CJK_FONTS.md](CJK_FONTS.md) for details.
 
+## Web UI
+
+The same analysis backend with a browser front end, on branch `feature/web-ui`.
+No PyQt5, no matplotlib: `metrics.py` was already split into a backend-neutral
+`compute` and a view-aware `build_spec`, so the web UI reuses the analysis code
+unchanged and reimplements only the drawing.
+
+```bash
+uv sync --extra web
+uv run ujm-web                          # http://127.0.0.1:8000
+uv run ujm-web --host 0.0.0.0 --port 8080 --open
+```
+
+A server install needs no Qt at all, which is also what keeps the container
+image small.
+
+Everything the desktop app does works the same way: all seven metrics, the
+overlay, lin/log toggles, absolute/relative time, and draggable reference lines
+(kept per metric, as on the desktop).
+
+**Uploaded audio is never written to the host.** The browser copies each file
+into Origin Private File System — its own sandboxed storage — and streams the
+bytes to the server for one request at a time. The server spools each body to a
+temp file, decodes, computes, and unlinks it in a `finally` before the response
+is sent. There is no upload directory, no cache of audio, and no session state
+keyed on a file path: `file_id` is the SHA-256 of the audio, so re-sending the
+same master for a second metric reuses the first decode.
+
+Being precise about the guarantee: the bytes do have to reach the server, because
+`librosa` decodes from a path and the analysis is CPU-bound numpy/scipy.
+*Running this does not accumulate the user's masters on the host* — nothing
+persists between requests. It is not a claim that audio is never on the machine
+mid-request.
+
+The front end is served entirely from `static/` with uPlot vendored locally, so
+nothing is fetched from a CDN, and the server binds loopback by default.
+
+### Deploying with Docker
+
+A `docker compose` template is provided:
+
+```bash
+docker compose up --build        # build and start
+open http://localhost:8000
+```
+
+The image is `web` extra only — no Qt, no display server — and runs as an
+unprivileged user (uid 10001). It is built multi-stage so the compiler toolchain
+that scipy/numba need never reaches the runtime layer; the runtime image installs
+the built wheel, so the same image works from a checkout or a release tarball.
+
+What the template assumes, and why:
+
+- **There is no audio volume.** Not an oversight: the app keeps no audio, so
+  there is nothing to persist. `read_only: true` with a `/tmp` tmpfs means
+  request spools are memory-backed and never touch a disk at all.
+- **Loopback publishing.** The app binds `0.0.0.0` inside the container (the CLI
+  default of `127.0.0.1` would be unreachable from the host), but compose
+  publishes `127.0.0.1:8000:8000`. This tool has no authentication, so it should
+  not appear on the LAN by accident. Change to `"8000:8000"` or put it behind a
+  reverse proxy to expose it deliberately.
+- **CPU limits, not just memory.** Analysis is CPU-bound numpy/scipy, so the BLAS
+  thread pools are pinned (`OMP_NUM_THREADS` etc.) to stop overlapping requests
+  from oversubscribing. Raise them if you raise `cpus`.
+- `cap_drop: [ALL]` and `no-new-privileges` — nothing in the image needs
+  capabilities.
+
+For a read-only root filesystem with no writable layer at all, the defaults
+already give you that.
+
+### Verifying it
+
+With a server running:
+
+```bash
+python3 scripts/make_fixtures.py                    # synthesise test audio
+python3 scripts/webapi_smoke.py                     # 61 assertions
+python3 scripts/webapi_smoke.py http://host:port /path/to/audio
+```
+
+`make_fixtures.py` generates the audio the suite needs (`sine440.wav`,
+`pinknoise.wav`) with numpy alone, so no network and no ffmpeg are required — a
+tagged MP3 is added only if ffmpeg happens to be present, and the tag assertions
+skip cleanly when it is not. The suite drives the real HTTP surface with real
+audio and checks the contract the browser depends on — payload shapes per
+metric, physics cross-checked against an independent `librosa` computation, view
+toggles that must not alter data, error paths, and that no spool file survives a
+request.
+
+### Web architecture
+
+| Module | Responsibility |
+| --- | --- |
+| `web_session.py` | Headless analysis session: content-addressed track cache, metric cache, overlay |
+| `metrics_json.py` | `PlotSpec` → JSON (the renderer seam; the desktop renderer is the other consumer) |
+| `webapp.py` | FastAPI routes, raw-body analysis endpoints, static mount, `ujm-web` entry point |
+| `static/audio-store.js` | OPFS audio store, content hashing, streamed upload |
+| `static/app.js` | Web renderer: same `PlotSpec` drawn with uPlot + canvas |
+
 ## Dependencies
-`librosa`, `numpy`, `matplotlib`, `mutagen`, `pyloudnorm`, `PyQt5` — all pinned
+Core (always installed): `librosa`, `numpy`, `matplotlib`, `mutagen`,
-through `uv.lock`. Python 3.10+.
+`pyloudnorm` — pinned through `uv.lock`. Python 3.10+.
+
+Optional extras:
+- `desktop` — `PyQt5`, `pyqtgraph` (the GUI)
+- `web` — `fastapi`, `uvicorn`, `python-multipart` (the browser front end)
 
 ## Architecture
 
@@ -62,18 +170,21 @@ through `uv.lock`. Python 3.10+.
 | --- | --- |
 | `main.py` | `MainWindow` + the `ujm` entry point |
 | `analysis_results_manager.py` | Background `QThread` worker, result + metric-data cache |
-| `master_core.py` | `AudioFile`: native-rate librosa loading, RMS rolling window, BPM |
+| `master_core.py` | `AudioFile`: native-rate librosa loading, rolling RMS |
 | `metrics.py` | Pluggable `Metric` ABC + registry (RMS, Waveform, LUFS, Crest, PSR, True Peak, Spectrogram) |
-| `audio_visualization_widget.py` | Embedded `FigureCanvasQTAgg` host |
+| `audio_visualization_widget.py` | pyqtgraph `PlotItem` host; renders `PlotSpec` |
-| `font_manager.py` | Custom + system CJK font discovery, matplotlib/Qt config |
+| `plotspec.py` | Renderer-neutral plot description (`Curve`/`Band`/`HLine`/`Heatmap`) |
-| `font_control_widget.py` | Font picker + size slider |
+| `font_manager.py` | Custom + system CJK font discovery, Qt font config |
-| `plot_control_widget.py` | Metric selector + refresh-plot button |
+| `plot_control_widget.py` | Metric selector, log-frequency toggle, time-axis mode |
+| `ref_line_widget.py` | Reference-line control; values kept per metric, in its own units |
 | `logger_setup.py` | CLI log-level parsing + custom TRACE level |
 | `setup_fonts.py` | Diagnostic utility (run standalone) |
 
 ### Adding a metric
 
 Subclass `Metric` in `metrics.py`, implement `compute(audio_file) -> data` (the
-heavy part, runs on the worker thread) and `render(data, file_path) -> Figure`
+heavy part, runs on the worker thread) and `build_spec(data, view) -> PlotSpec`
-(cheap, runs on the GUI thread). Register the instance in the `METRICS` dict at
+(cheap, view-aware, reruns on every scale toggle without recomputation). Register
-the bottom of the file — it shows up in the dropdown automatically.
+the instance in the `METRICS` dict at the bottom of the file — it shows up in the
+desktop dropdown and in the web UI's metric list automatically, because both
+renderers consume the same `PlotSpec`.

docker-compose.yml

@@ -0,0 +1,88 @@
+# uj-mastering-master — web UI, container deployment template.
+#
+#   docker compose up --build        # build and start
+#   docker compose logs -f           # watch startup
+#   open http://localhost:8000
+#
+# There is deliberately no audio volume. Uploaded audio lives in the browser
+# (Origin Private File System) and each request body is spooled to /tmp only
+# while that request is being decoded. Nothing about a user's masters is
+# persisted here — read-only storage is not just possible, it is the intent.
+
+services:
+  ujm-web:
+    build:
+      context: .
+      dockerfile: Dockerfile
+      # Pin the build to this branch's source; override to build from a
+      # release tag instead:
+      #   docker compose build --build-arg ...
+    image: uj-mastering-master-web:local
+    container_name: ujm-web
+
+    # Loopback-only by default. The app binds 0.0.0.0 *inside* the container,
+    # but publishing to 127.0.0.1 means it is only reachable from this host —
+    # an analysis tool with no authentication should not appear on the LAN by
+    # accident. Change to "8000:8000" (or put it behind a reverse proxy) to
+    # expose it deliberately.
+    ports:
+      - "127.0.0.1:8000:8000"
+
+    environment:
+      # Analysis is CPU-bound numpy/scipy; keep BLAS from oversubscribing when
+      # several requests overlap. Raise these if you raise `cpus` below.
+      OMP_NUM_THREADS: "4"
+      OPENBLAS_NUM_THREADS: "4"
+      MKL_NUM_THREADS: "4"
+      NUMEXPR_NUM_THREADS: "4"
+      # Writable scratch for numba/matplotlib caches and request spools.
+      NUMBA_CACHE_DIR: /tmp/numba-cache
+      MPLCONFIGDIR: /tmp/matplotlib
+      TMPDIR: /tmp
+
+    # The container filesystem can be read-only: the app writes nothing it
+    # needs to keep. /tmp is a tmpfs (memory-backed) so spooled request bodies
+    # never touch a disk at all.
+    read_only: true
+    tmpfs:
+      - /tmp:size=1g,mode=1777
+
+    # Analysis needs headroom: a long master at native sample rate is heavy in
+    # RAM. Raise the limit for large files; the tmpfs above is also backed by
+    # memory, so --memory must comfortably exceed it.
+    deploy:
+      resources:
+        limits:
+          cpus: "4.0"
+          memory: 4g
+
+    # Run as the image's unprivileged user (uid 10001). Nothing here needs root.
+    security_opt:
+      - no-new-privileges:true
+    cap_drop:
+      - ALL
+
+    restart: unless-stopped
+    stop_grace_period: 10s
+
+    # The image ships a HEALTHCHECK; this is the same check expressed at the
+    # orchestration layer, so `docker compose ps` shows real health.
+    healthcheck:
+      test: ["CMD", "python", "-c", "import urllib.request,sys; sys.exit(0 if urllib.request.urlopen('http://127.0.0.1:8000/api/metrics', timeout=4).status == 200 else 1)"]
+      interval: 30s
+      timeout: 5s
+      start_period: 20s
+      retries: 3
+
+    logging:
+      driver: json-file
+      options:
+        max-size: "10m"
+        max-file: "3"
+
+# No volumes are declared, on purpose. If you want to run the API smoke test
+# inside the image, do it ad hoc rather than mounting a source tree:
+#
+#   docker compose exec ujm-web python - <<'PY'
+#   ...                        # or see `make smoke` in the README
+#   PY

master_core.py

@@ -7,7 +7,13 @@ import numpy as np
 from mutagen.mp3 import MP3
 from mutagen.easyid3 import EasyID3
 
-from font_manager import safe_title
+
+def safe_title(title):
+  # Deliberately not font_manager.safe_title: that module imports PyQt5 at load
+  # time, and master_core is on the Qt-free web path (the `web` extra has no Qt).
+  if not title:
+    return title
+  return title.encode('utf-8', errors='replace').decode('utf-8')
 
 
 def _try_mp3_tags(file_path):

metrics_json.py

@@ -0,0 +1,170 @@
+# SPDX-License-Identifier: Apache-2.0
+"""
+PlotSpec -> JSON.
+
+The desktop renderer (`audio_visualization_widget`) draws a `PlotSpec` with
+pyqtgraph. The web renderer draws the *same* `PlotSpec` with a browser plotting
+library, so the only thing this module owns is the wire format between them:
+numpy arrays become plain lists, `NaN`/`inf` (gated PSR, empty windows) become
+JSON `null` so the client can break the line instead of drawing a spike.
+
+Nothing here is web-framework-specific — `serialize_spec` is the exact partner of
+`show_specs`: same input, different canvas. Keeping it free of FastAPI imports
+means the desktop side could adopt it unchanged if a future client ever needed
+the same payload.
+
+Why the heatmap is sent losslessly: the desktop renderer resamples the linear STFT
+rows onto a log-spaced grid for a log frequency axis (pyqtgraph's ImageItem is
+affine-only and won't follow a log axis). The browser *can* draw a non-linear
+axis from a linearly spaced image, so no resampling happens here — the client gets
+the native rows plus the axis-extent information and does the mapping itself.
+That keeps warm-up cost identical to the desktop app and makes the expensive
+log-grid interpolation happen once per view change rather than once per request.
+"""
+
+from __future__ import annotations
+
+import math
+from typing import Any, Optional
+
+import numpy as np
+
+from plotspec import (
+  PlotSpec, RefLineProps, ViewState, X_RELATIVE,
+)
+
+
+def _numbers(values) -> list:
+  """numpy array -> JSON-safe list, with non-finite floats mapped to None."""
+  if values is None:
+    return []
+  arr = np.asarray(values, dtype=float).ravel()
+  out: list[Optional[float]] = []
+  for v in arr.tolist():
+    out.append(None if (v is None or not math.isfinite(v)) else float(v))
+  return out
+
+
+def _ints(values) -> list[float]:
+  """numpy array -> JSON-safe list of floats (no None mapping — index axes)."""
+  return [float(v) for v in np.asarray(values, dtype=float).ravel().tolist()]
+
+
+def _bounds(values) -> Optional[list[float]]:
+  """[min, max] of the finite values, or None when everything is non-finite."""
+  if values is None:
+    return None
+  arr = np.asarray(values, dtype=float).ravel()
+  arr = arr[np.isfinite(arr)]
+  if not arr.size:
+    return None
+  return [float(arr.min()), float(arr.max())]
+
+
+def _serialize_axes(axes) -> dict[str, Any]:
+  return {
+    "x_label": axes.x_label,
+    "y_label": axes.y_label,
+    "y_log": bool(axes.y_log),
+    "x_log": bool(axes.x_log),
+    "y_range": list(axes.y_range) if axes.y_range else None,
+    "x_range": list(axes.x_range) if axes.x_range else None,
+    "y_log_allowed": bool(axes.y_log_allowed),
+    "x_log_allowed": bool(axes.x_log_allowed),
+  }
+
+
+def _serialize_heatmap(hm) -> dict[str, Any]:
+  y = np.asarray(hm.y, dtype=float)
+  z = np.asarray(hm.z, dtype=np.float32)
+  return {
+    "x": _numbers(hm.x),
+    "y": _numbers(y),
+    "z": [[float(v) for v in row] for row in z.tolist()],
+    "z_min": float(hm.z_min),
+    "z_max": float(hm.z_max),
+    "cmap": hm.cmap,
+    "label": hm.label,
+    # Row spacing is uniform in frequency; sending it lets the client address the
+    # image in Hz (draw the raster at y0 + k*dy) instead of in row indices, which
+    # is what makes a log y-axis possible without resampling server-side.
+    "y0": float(y[0]) if y.size else 0.0,
+    "dy": float(y[1] - y[0]) if y.size > 1 else 1.0,
+    "deg": False,  # z is already dB or dBFS, never angle
+  }
+
+
+def serialize_spec(spec: PlotSpec) -> dict[str, Any]:
+  """One dataset, one metric, ready to draw."""
+  payload = {
+    "title": spec.title,
+    "axes": _serialize_axes(spec.axes),
+    "hlines": [
+      {
+        "y": float(hl.y),
+        "label": hl.label,
+        "color": hl.color,
+        "style": hl.style,
+        "width": float(hl.width),
+      }
+      for hl in spec.hlines
+    ],
+    "annotations": list(spec.annotations),
+    "segments": [],
+    "series": [],
+    "heatmap": None,
+    "y_bounds": None,
+  }
+
+  for band in spec.bands:
+    lo = np.broadcast_to(np.asarray(band.lo, dtype=float), np.asarray(band.x).shape)
+    payload["segments"].append({
+      "kind": "band",
+      "x": _numbers(band.x),
+      "lo": _numbers(lo),
+      "hi": _numbers(band.hi),
+      "label": band.label,
+      "color": band.color,
+    })
+
+  for curve in spec.curves:
+    payload["series"].append({
+      "kind": "line",
+      "x": _numbers(curve.x),
+      "y": _numbers(curve.y),
+      "label": curve.label,
+      "width": float(curve.width),
+      "color": curve.color,
+    })
+
+  if spec.heatmap is not None:
+    payload["heatmap"] = _serialize_heatmap(spec.heatmap)
+
+  # Value range the browser should frame to, before any user zoom. For bands the
+  # envelope is lo..hi, not just hi — RMS fills from zero, waveform spans ±peak.
+  values = [np.asarray(c.y, dtype=float) for c in spec.curves]
+  for band in spec.bands:
+    values.append(np.asarray(band.lo, dtype=float))
+    values.append(np.asarray(band.hi, dtype=float))
+  if not spec.axes.y_range:
+    finite = [v[np.isfinite(v)] for v in values]
+    finite = [v for v in finite if v.size]
+    if finite:
+      payload["y_bounds"] = [float(min(v.min() for v in finite)),
+                             float(max(v.max() for v in finite))]
+  return payload
+
+
+def serialize_view(view: ViewState) -> dict[str, Any]:
+  return {"y_log": view.y_log, "x_log": view.x_log, "x_mode": view.x_mode}
+
+
+def serialize_ref_lines(lines: list[RefLineProps]) -> list[dict[str, Any]]:
+  return [
+    {"value": float(l.value), "color": l.color, "style": l.style, "label": l.label}
+    for l in lines
+  ]
+
+
+def relative_x_mode(view: ViewState) -> bool:
+  return view.x_mode == X_RELATIVE

pyproject.toml

@@ -6,12 +6,27 @@ build-backend = "setuptools.build_meta"
 name = "uj-mastering-master"
 version = "0.1.0"
 requires-python = ">=3.10"
+
+# Only what the *analysis* needs. The GUI stack lives in the `desktop` extra
+# below, because nothing on the web path touches it: `webapp.py`,
+# `web_session.py`, `metrics_json.py`, `master_core.py`, `metrics.py` and
+# `plotspec.py` import no Qt, no pyqtgraph and no matplotlib canvas. Keeping
+# PyQt5 here would force a `--headless`-style install to drag in a full Qt
+# stack it never loads.
 dependencies = [
     "librosa",
     "numpy",
-    "matplotlib",
+    "matplotlib",       # librosa dependency, and colormaps for the colormap helper
     "mutagen",
     "pyloudnorm",
+]
+
+license = {text = "Apache-2.0"}
+
+[project.optional-dependencies]
+# Desktop GUI. Installed with:
+#   uv sync --extra desktop     (or `uv sync --all-extras`)
+desktop = [
     "PyQt5>=5.15.10",
     # 5.15.2 is the only pyqt5-qt5 release with a Windows wheel; later
     # versions are Linux/macOS only.
@@ -19,10 +34,30 @@ dependencies = [
     "pyqtgraph>=0.14.0",
 ]
 
-license = {text = "Apache-2.0"}
+# Web front end. Installed with:
+#   uv sync --extra web
+# Deliberately separate from the desktop path: a server install of the web UI
+# needs no Qt/wheel stack. Which is what makes the container image small and
+# lets it run without a display server at all.
+web = [
+    "fastapi>=0.110",
+    "uvicorn[standard]>=0.27",
+    "python-multipart>=0.0.9",   # multipart upload parsing for FastAPI
+]
+
+[tool.uv]
+# Note: `default-groups` cannot name an entry from `[project.optional-dependencies]`
+# — it only accepts `[dependency-groups]` names, and errors with "Default group
+# `desktop` ... is not defined in the project's `dependency-groups` table".
+# Extras must be requested explicitly, which is why the README spells out both:
+#   uv sync                    # analysis + nothing else
+#   uv sync --extra desktop    # + Qt/pyqtgraph (the GUI; `uv run ujm`)
+#   uv sync --extra web        # + fastapi/uvicorn (`uv run ujm-web`)
+#   uv sync --all-extras       # both
 
 [project.scripts]
 ujm = "main:main"
+ujm-web = "webapp:main"
 
 [tool.setuptools]
 py-modules = [
@@ -37,4 +72,26 @@ py-modules = [
     "ref_line_widget",
     "logger_setup",
     "setup_fonts",
+    # web front end
+    "webapp",
+    "web_session",
+    "metrics_json",
 ]
+# `static/` is declared a *package* so `package-data` has something to attach
+# to. `package-data` keys match packages, and top-level `py-modules` are not
+# packages — so the earlier `"*" = [...]` form silently matched nothing and the
+# built wheel contained no assets at all (verified: 14 .py files, zero HTML/
+# JS/CSS). An installed `ujm-web` therefore 404'd every asset. With this entry
+# the assets install to `site-packages/static/`, which is exactly where
+# `webapp.py` looks (`Path(__file__).parent / "static"`).
+packages = ["static"]
+
+[tool.setuptools.package-data]
+# Vendored browser assets: uPlot (curves), no CDN at runtime. Keyed on the
+# `static` package (declared above) rather than `"*"`: a `"*"` key matches
+# *packages*, and there are none besides `static` — the app modules are
+# top-level `py-modules`, which is why the original form shipped nothing.
+#
+# `**/*` rather than `*` so the glob reaches `static/vendor/`, where the uPlot
+# bundle lives.
+static = ["*", "**/*"]

scripts/make_fixtures.py

@@ -0,0 +1,84 @@
+#!/usr/bin/env python3
+"""Generate the audio fixtures `webapi_smoke.py` expects.
+
+Synthesised rather than downloaded so the smoke test has no network dependency
+and no external tools — `soundfile` and `numpy` come in with `librosa`, so this
+runs in the container image as-is (no ffmpeg needed).
+
+  sine440.wav    12 s, 440 Hz, stereo, -12 dBFS  — a known-tone reference
+  pinknoise.wav   8 s, pink noise, stereo        — broadband, exercises the STFT
+  tagged.mp3     a tagged file                   — only if ffmpeg is available
+
+Usage:  python3 scripts/make_fixtures.py [output_dir]     (default /tmp/ujm-test)
+"""
+
+from __future__ import annotations
+
+import shutil
+import subprocess
+import sys
+from pathlib import Path
+
+import numpy as np
+import soundfile as sf
+
+SR = 44100
+
+
+def sine(path: Path, seconds: float = 12.0, hz: float = 440.0,
+         dbfs: float = -12.0) -> None:
+  """A tone at a known level. Peak is exactly 10**(dbfs/20) before encoding."""
+  t = np.arange(int(seconds * SR)) / SR
+  mono = (10 ** (dbfs / 20)) * np.sin(2 * np.pi * hz * t)
+  sf.write(path, np.stack([mono, mono], axis=1), SR, subtype="PCM_16")
+
+
+def pink(path: Path, seconds: float = 8.0, peak: float = 0.25) -> None:
+  """Pink noise via 1/sqrt(f) shaping, normalised to a known peak."""
+  rng = np.random.default_rng(7)
+  n = int(seconds * SR)
+  spectrum = np.fft.rfft(rng.standard_normal(n))
+  freqs = np.fft.rfftfreq(n, 1 / SR)
+  freqs[0] = freqs[1]                       # avoid dividing by zero at DC
+  shaped = np.fft.irfft(spectrum / np.sqrt(freqs), n)
+  mono = peak * shaped / np.max(np.abs(shaped))
+  sf.write(path, np.stack([mono, mono], axis=1), SR, subtype="PCM_16")
+
+
+def tagged_mp3(path: Path) -> bool:
+  """An MP3 with ID3 tags, so the tag-reading path is exercised.
+
+  Genuinely optional: MP3 encoding is the one thing numpy cannot do, so this
+  needs ffmpeg and is skipped when it is absent. The suite's tag assertions
+  adapt — see `webapi_smoke.py`.
+  """
+  if shutil.which("ffmpeg") is None:
+    return False
+  subprocess.run(
+    ["ffmpeg", "-y", "-loglevel", "error",
+     "-f", "lavfi", "-i", "sine=frequency=330:duration=6:sample_rate=44100",
+     "-metadata", "artist=Test Artist", "-metadata", "title=Test Title",
+     "-codec:a", "libmp3lame", "-q:a", "2", str(path)],
+    check=True,
+  )
+  return True
+
+
+def main() -> int:
+  out = Path(sys.argv[1] if len(sys.argv) > 1 else "/tmp/ujm-test")
+  out.mkdir(parents=True, exist_ok=True)
+
+  sine(out / "sine440.wav")
+  pink(out / "pinknoise.wav")
+  mp3 = tagged_mp3(out / "テスト.mp3")
+
+  for f in sorted(out.iterdir()):
+    print(f"  {f.name}  {f.stat().st_size / 1024:.0f} KiB")
+  if not mp3:
+    print("\nnote: no ffmpeg, so no tagged MP3 fixture was written "
+          "(tag assertions will be skipped)")
+  return 0
+
+
+if __name__ == "__main__":
+  raise SystemExit(main())

scripts/webapi_smoke.py

@@ -0,0 +1,355 @@
+#!/usr/bin/env python3
+"""End-to-end check of the web API against a running server.
+
+Not a unit test — it drives the real HTTP surface with real audio and asserts on
+the contract the browser depends on:
+
+  * every registered metric returns a drawable payload (curves or a heatmap)
+  * the numbers agree with an independent computation (librosa RMS, sample peak)
+  * view toggles (lin/log, absolute/relative) never change the underlying data
+  * **no audio is written to the host**: uploads are spooled to temp, and neither
+    an application directory nor a temp file survives the request
+  * overlay, metadata, delete and error paths behave
+
+Usage:  python3 scripts/webapi_smoke.py [base_url] [audio_dir]
+"""
+
+from __future__ import annotations
+
+import glob
+import hashlib
+import json
+import math
+import os
+import sys
+import tempfile
+import time
+import urllib.error
+import urllib.parse
+import urllib.request
+from pathlib import Path
+
+BASE = sys.argv[1] if len(sys.argv) > 1 else "http://127.0.0.1:8137"
+AUDIO = Path(sys.argv[2] if len(sys.argv) > 2 else "/tmp/ujm-test")
+
+PASS, FAIL = [], []
+
+
+def check(name: str, ok: bool, detail: str = "") -> None:
+  (PASS if ok else FAIL).append(name + (f" — {detail}" if detail else ""))
+  print(f"{'PASS' if ok else 'FAIL'}  {name}{' — ' + detail if detail else ''}")
+
+
+def get(path: str, **params) -> dict:
+  url = BASE + path + (("?" + urllib.parse.urlencode(params)) if params else "")
+  with urllib.request.urlopen(url, timeout=600) as res:
+    return json.loads(res.read())
+
+
+def post(path: str, payload=None, **params) -> dict:
+  url = BASE + path + (("?" + urllib.parse.urlencode(params)) if params else "")
+  data = json.dumps(payload).encode() if payload is not None else b""
+  req = urllib.request.Request(url, data=data, method="POST",
+                               headers={"Content-Type": "application/json"})
+  with urllib.request.urlopen(req, timeout=600) as res:
+    return json.loads(res.read())
+
+
+def put_audio(path: Path, metric: str = "rms_power", file_id: str | None = None) -> dict:
+  """Send a raw audio body, the way the browser does."""
+  data = path.read_bytes()
+  qs = {"name": path.name, "metric": metric}
+  if file_id:
+    qs["file_id"] = file_id
+  req = urllib.request.Request(
+    f"{BASE}/api/analyse?" + urllib.parse.urlencode(qs), data=data, method="POST",
+    headers={"Content-Type": "application/octet-stream"})
+  with urllib.request.urlopen(req, timeout=900) as res:
+    return json.loads(res.read())
+
+
+def expect_http_error(fn, code: int, name: str) -> None:
+  try:
+    fn()
+  except urllib.error.HTTPError as exc:
+    check(name, exc.code == code, f"HTTP {exc.code}")
+  except Exception as exc:  # noqa: BLE001
+    check(name, False, f"raised {type(exc).__name__}: {exc}")
+  else:
+    check(name, False, "no error raised")
+
+
+def temp_leftovers() -> list[str]:
+  """Any ujm- spools sitting in the temp dir (would mean a leak)."""
+  return glob.glob(os.path.join(tempfile.gettempdir(), "ujm-*"))
+
+
+def main() -> int:
+  files = sorted(AUDIO.glob("*.wav")) + sorted(AUDIO.glob("*.mp3"))
+  if not files:
+    print(f"no audio in {AUDIO}")
+    return 2
+
+  # ---- catalogue, and the promise that there is no server-side audio store ----
+  cat = get("/api/metrics")
+  ids = [m["id"] for m in cat["metrics"]]
+  check("metric catalogue lists all 7 metrics", len(ids) == 7, ", ".join(ids))
+  check("catalogue marks a default", cat["default"] in ids, cat["default"])
+  sess = get("/api/session")
+  check("session advertises client-side audio storage",
+        "client" in sess.get("audio_storage", ""), sess.get("audio_storage", ""))
+  check("session exposes no upload path", "upload_dir" not in sess)
+
+  before = set(temp_leftovers())
+
+  # ---- analysis, one track per request (the browser's model) ----
+  uploads = {}
+  for f in files:
+    res = put_audio(f)
+    uploads[f.name] = res
+    check(f"analyse {f.name} returns a drawable payload",
+          bool(res["payload"]["series"] or res["payload"]["segments"]
+               or res["payload"]["heatmap"]))
+    check(f"analyse {f.name} returns a content-hash id",
+          res["file"]["file_id"] == hashlib.sha256(f.read_bytes()).hexdigest()[:32],
+          res["file"]["file_id"][:12])
+
+  sine = next(r for n, r in uploads.items() if "sine440" in n)
+  noise = next(r for n, r in uploads.items() if "pinknoise" in n)
+  # The tagged MP3 needs an encoder to create, so it may be absent on a machine
+  # without ffmpeg (e.g. the container image). Skip its assertions rather than
+  # failing the suite on a missing fixture — that would be a false alarm.
+  tagged = next((r for r in uploads.values()
+                 if r["file"]["song_name"].startswith("Test Artist")), None)
+
+  check("duration read from container", abs(sine["file"]["duration"] - 12.0) < 0.05,
+        f"{sine['file']['duration']}s")
+  check("native sample rate preserved (sr=None)", sine["file"]["sample_rate"] == 44100)
+  if tagged is None:
+    print("SKIP  ID3 tag assertions — no tagged MP3 fixture (needs ffmpeg)")
+  else:
+    check("ID3 tags resolve to a song name",
+          tagged["file"]["song_name"] == "Test Artist - Test Title",
+          tagged["file"]["song_name"])
+    check("CJK-containing filename handled",
+          tagged["file"]["name"].endswith(".mp3"), tagged["file"]["name"])
+  check("analysis starts mono, as documented", sine["file"]["channels"] == 1)
+  check("size is reported back to the client", sine["file"]["size_bytes"] > 0,
+        f"{sine['file']['size_bytes']} bytes")
+
+  # ---- the no-persistence guarantee ----
+  after = set(temp_leftovers())
+  check("no spool file survives a completed analysis",
+        not (after - before), ", ".join(sorted(after - before)) or "clean")
+
+  # re-sending the same bytes must hit the cache, not re-decode
+  t0 = time.perf_counter()
+  again = put_audio(Path(AUDIO / "sine440.wav"), metric="waveform")
+  warm = time.perf_counter() - t0
+  check("re-sent bytes keep the same file_id (content addressed)",
+        again["file"]["file_id"] == sine["file"]["file_id"])
+  check("cached metric is served without re-decoding", warm < 3.0, f"{warm:.2f}s")
+
+  # ---- every metric draws, and the client can request it per track ----
+  for mid in ids:
+    # the plot endpoint only renders what has been analysed; analyse this metric
+    # for the sine first, exactly as the UI does on a dropdown change.
+    put_audio(Path(AUDIO / "sine440.wav"), metric=mid)
+    # restrict to the sine so per-metric shape is unambiguous
+    post("/api/overlay", {"file_ids": [sine["file"]["file_id"]]})
+    plot = get("/api/plot", metric=mid, x_mode="absolute")
+    ds = plot["datasets"]
+    if not ds:
+      check(f"metric {mid} returns a dataset", False, "no datasets")
+      continue
+    payload = ds[0]["payload"]
+    has_drawable = bool(payload["series"] or payload["segments"] or payload["heatmap"])
+    x_len = len(payload["series"][0]["x"]) if payload["series"] else (
+      len(payload["segments"][0]["x"]) if payload["segments"] else
+      (len(payload["heatmap"]["x"]) if payload["heatmap"] else 0))
+    check(f"metric {mid} draws", has_drawable and x_len > 1,
+          f"{len(payload['series'])} curves, {len(payload['segments'])} bands, "
+          f"{'heatmap' if payload['heatmap'] else 'no heatmap'}, x={x_len}")
+    if payload["heatmap"]:
+      hm = payload["heatmap"]
+      # TARGET_COLUMNS is a ceiling, not a floor: the hop is whichever is
+      # larger, N_FFT//4 (1024 samples) or len(y)/TARGET_COLUMNS.
+      check("spectrogram respects the 4000-column ceiling",
+            len(hm["x"]) <= 4000 and len(hm["x"]) > 1, f"{len(hm['x'])} columns")
+      check("spectrogram serialises finite dB",
+            hm["z_max"] == 0.0 and hm["z_min"] == -80.0,
+            f"z range {hm['z_min']}..{hm['z_max']}")
+      check("spectrogram ships frequency extent for the client log axis",
+            hm["dy"] > 0 and hm["y0"] > 0, f"y0={hm['y0']:.2f} dy={hm['dy']:.3f}")
+
+  # ---- physics sanity: independent recomputation ----
+  import librosa
+  import numpy as np
+
+  post("/api/overlay", {"file_ids": [sine["file"]["file_id"]]})
+  put_audio(Path(AUDIO / "sine440.wav"), metric="rms_power")
+  y, sr = librosa.load(str(AUDIO / "sine440.wav"), sr=None)
+  y = librosa.to_mono(y)
+
+  rms_plot = get("/api/plot", metric="rms_power")
+  check("isolation left exactly one dataset on the plot",
+        len(rms_plot["datasets"]) == 1, f"{len(rms_plot['datasets'])} datasets")
+  band = rms_plot["datasets"][0]["payload"]["segments"][0]
+  # Reproduce the metric's own framing: librosa.feature.rms at 10 s / 2 s.
+  expected = librosa.feature.rms(y=y, frame_length=10 * sr, hop_length=2 * sr).ravel()
+  reported = np.array([v for v in band["hi"] if v is not None], dtype=float)
+  check("RMS power matches librosa's own RMS frame-for-frame",
+        len(reported) == len(expected)
+        and float(np.max(np.abs(reported - expected))) < 1e-4,
+        f"{len(reported)} frames, max Δ {float(np.max(np.abs(reported - expected))):.2e}")
+
+  put_audio(Path(AUDIO / "sine440.wav"), metric="waveform")
+  wseg = get("/api/plot", metric="waveform")["datasets"][0]["payload"]["segments"][0]
+  # 529200 samples into ~4000 columns: each column spans ~132 samples of a
+  # constant-amplitude sine, so the envelope must *reach* the true peak exactly.
+  check("waveform envelope reaches the true extremes",
+        abs(max(wseg["hi"]) - float(np.max(y))) < 1e-6
+        and abs(min(wseg["lo"]) - float(np.min(y))) < 1e-6,
+        f"hi {max(wseg['hi']):.6f} vs peak {float(np.max(y)):.6f}")
+
+  put_audio(Path(AUDIO / "sine440.wav"), metric="true_peak")
+  tp = get("/api/plot", metric="true_peak")["datasets"][0]["payload"]
+  note = next(n for n in tp["annotations"] if "dBTP" in n)
+  dbtp = float(note.replace("Max:", "").replace("dBTP", "").strip())
+  expected_dbtp = 20 * math.log10(float(np.max(np.abs(y))) + 1e-12)
+  check("true peak matches the sample peak for a 440 Hz tone (no ISP)",
+        abs(dbtp - expected_dbtp) < 0.5,
+        f"api {dbtp:.2f} dBTP vs {expected_dbtp:.2f} dBFS")
+
+  put_audio(Path(AUDIO / "sine440.wav"), metric="lufs")
+  lp = get("/api/plot", metric="lufs")["datasets"][0]["payload"]
+  integrated_line = next((h for h in lp["hlines"] if h["label"].startswith("Integrated:")), None)
+  check("integrated LUFS is drawn as its own labelled reference line",
+        integrated_line is not None,
+        integrated_line["label"] if integrated_line else "missing")
+  lu = float(integrated_line["label"].split(":")[1].split()[0]) if integrated_line else None
+  check("integrated LUFS is sane for a -12 dBFS sine",
+        lu is not None and -50 < lu < 0, f"{lu} LUFS")
+  check("the -14 LUFS streaming target line is present",
+        any(abs(h["y"] + 14.0) < 1e-9 for h in lp["hlines"]))
+  check("LRA is reported", any("LU" in n for n in lp["annotations"]),
+        "; ".join(lp["annotations"]))
+
+  # ---- view toggles must not touch the data ----
+  put_audio(Path(AUDIO / "sine440.wav"), metric="spectrogram")
+  lin = get("/api/plot", metric="spectrogram", y_log="false")
+  log = get("/api/plot", metric="spectrogram", y_log="true")
+  check("y_log toggle only changes the axis flag",
+        lin["datasets"][0]["payload"]["heatmap"]["z"]
+        == log["datasets"][0]["payload"]["heatmap"]["z"])
+  check("y_log=true is reflected in axes",
+        log["axes"]["y_log"] is True and lin["axes"]["y_log"] is False)
+
+  put_audio(Path(AUDIO / "sine440.wav"), metric="rms_power")
+  abs_x = get("/api/plot", metric="rms_power", x_mode="absolute")["datasets"][0]["payload"]["segments"][0]["x"]
+  rel = get("/api/plot", metric="rms_power", x_mode="relative")
+  rel_x = rel["datasets"][0]["payload"]["segments"][0]["x"]
+  check("relative mode normalises x to 0..100",
+        abs(rel_x[0]) < 1e-6 and abs(rel_x[-1] - 100.0) < 1e-6,
+        f"{rel_x[0]:.4f} .. {rel_x[-1]:.4f}")
+  check("relative mode relabels the x axis",
+        rel["axes"]["x_label"] == "Position (%)", rel["axes"]["x_label"])
+  check("relative mode keeps the same sample count", len(abs_x) == len(rel_x),
+        f"{len(abs_x)} vs {len(rel_x)}")
+
+  # ---- caching: a repeat view render must not recompute ----
+  t0 = time.perf_counter()
+  first = get("/api/plot", metric="spectrogram")
+  t_cold = time.perf_counter() - t0
+  t0 = time.perf_counter()
+  second = get("/api/plot", metric="spectrogram")
+  t_warm = time.perf_counter() - t0
+  check("repeat plot render is cache-served and identical",
+        first["datasets"][0]["payload"]["heatmap"]["z"]
+        == second["datasets"][0]["payload"]["heatmap"]["z"],
+        f"cold {t_cold:.2f}s vs warm {t_warm:.2f}s")
+
+  # ---- overlay ----
+  all_ids = [r["file"]["file_id"] for r in uploads.values()]
+  post("/api/overlay", {"file_ids": all_ids})
+  for f in files:
+    put_audio(f, metric="crest_factor")
+  overlay_all = get("/api/plot", metric="crest_factor")
+  check("overlay draws every selected track", len(overlay_all["datasets"]) == len(files),
+        f"{len(overlay_all['datasets'])} datasets")
+  labels = [d["label"] for d in overlay_all["datasets"]]
+  check("each overlay dataset is labelled with its song", all(labels), ", ".join(labels))
+  check("datasets carry a distinct palette slot",
+        len({d["palette_index"] for d in overlay_all["datasets"]}) == len(files))
+
+  post("/api/overlay", {"file_ids": [sine["file"]["file_id"]]})
+  check("narrowing the overlay removes the others",
+        len(get("/api/plot", metric="crest_factor")["datasets"]) == 1)
+
+  post("/api/overlay", {"file_ids": all_ids})
+  spec = get("/api/plot", metric="crest_factor")
+  check("crest factor overlays all tracks (unlike the heatmap)",
+        len(spec["datasets"]) == len(files), f"{len(spec['datasets'])} datasets")
+  spec = get("/api/plot", metric="spectrogram")
+  check("spectrogram sends one track at a time",
+        len(spec["datasets"]) == 1 and bool(spec["warnings"]),
+        spec["warnings"][0] if spec["warnings"] else "no warning")
+
+  # a metric not yet computed for a track is reported, not silently skipped
+  post("/api/overlay", {"file_ids": all_ids})
+  plot = get("/api/plot", metric="psr")
+  unresolved = [w for w in plot["warnings"] if "not computed yet" in w]
+  check("un-analysed metrics are flagged rather than faked",
+        len(unresolved) >= 1 or len(plot["datasets"]) >= 1,
+        f"{len(unresolved)} pending, {len(plot['datasets'])} ready")
+
+  # ---- reference lines ----
+  refs = json.dumps([{"value": -14, "label": "target", "color": "#ff0000", "style": "dash"}])
+  withrefs = get("/api/plot", metric="rms_power", refs=refs)
+  check("reference lines round-trip",
+        withrefs["refs"][0]["value"] == -14.0 and withrefs["refs"][0]["label"] == "target")
+  badrefs = get("/api/plot", metric="rms_power", refs=json.dumps([{"nope": 1}]))
+  check("malformed reference entries are dropped, not fatal", badrefs["refs"] == [])
+
+  # ---- metadata endpoint ----
+  meta = get("/api/metadata", file_id=sine["file"]["file_id"])
+  check("metadata endpoint returns the snapshot",
+        meta["file_id"] == sine["file"]["file_id"]
+        and meta["name"] == sine["file"]["name"], meta["name"])
+
+  # ---- error paths ----
+  expect_http_error(lambda: get("/api/plot", metric="not_a_metric"), 400,
+                    "unknown metric rejected")
+  expect_http_error(lambda: get("/api/metadata", file_id="0" * 32), 404,
+                    "unknown track rejected")
+  expect_http_error(lambda: post("/api/overlay", {"file_ids": "nope"}), 400,
+                    "overlay requires a list")
+  expect_http_error(
+    lambda: urllib.request.urlopen(urllib.request.Request(
+      f"{BASE}/api/analyse?name=evil.exe&metric=rms_power", data=b"xx", method="POST"),
+      timeout=30), 400, "unsupported extension rejected")
+
+  # ---- delete ----
+  post("/api/overlay", {"file_ids": [noise["file"]["file_id"]]})
+  deleted = json.loads(urllib.request.urlopen(urllib.request.Request(
+    f"{BASE}/api/file?" + urllib.parse.urlencode({"file_id": noise["file"]["file_id"]}),
+    method="DELETE"), timeout=60).read())
+  check("delete forgets the track", noise["file"]["file_id"] not in deleted["overlay"])
+  check("delete explains the audio is still the client's",
+        "browser" in deleted["note"], deleted["note"])
+  check("deleted track is gone from the session",
+        not any(f["file_id"] == noise["file"]["file_id"]
+                for f in get("/api/session")["files"]))
+
+  final = set(temp_leftovers())
+  check("temp dir holds no spool after the whole suite", not (final - before),
+        ", ".join(sorted(final - before)) or "clean")
+
+  print(f"\n{len(PASS)} passed, {len(FAIL)} failed")
+  for f in FAIL:
+    print("  FAILED:", f)
+  return 1 if FAIL else 0
+
+
+if __name__ == "__main__":
+  sys.exit(main())

static/__init__.py

@@ -0,0 +1,11 @@
+"""Packaging shim — not an importable Python module.
+
+`static/` holds the web UI's browser assets (HTML, JS, CSS, vendored uPlot).
+It is declared as a setuptools *package* purely so `[tool.setuptools.package-data]`
+has a package to attach the assets to. Without this file the directory is not a
+package, `package-data` matches nothing, and the built wheel ships without any
+assets at all — leaving an installed `ujm-web` serving 404s for every file.
+
+Nothing imports it. `webapp.py` reads the directory from disk via
+`Path(__file__).parent / "static"`, so the empty module has no runtime role.
+"""

static/app.css

@@ -0,0 +1,275 @@
+/* Audio Mastering Analysis Toolkit — web front end.
+   Dark by default: a spectrogram is read against its surroundings, and the
+   desktop app's pythonic defaults are what these numbers were tuned against. */
+
+:root {
+  --bg: #12141a;
+  --panel: #191c24;
+  --panel-2: #1f232d;
+  --line: #2b303c;
+  --text: #e8eaf0;
+  --muted: #939aa8;
+  --accent: #4fc3f7;
+  --accent-dim: #2b7fa3;
+  --warn: #ffb74d;
+  --error: #ef5350;
+  --ok: #81c784;
+  --radius: 6px;
+  --mono: ui-monospace, "Cascadia Mono", "Source Code Pro", Menlo, Consolas, monospace;
+}
+
+* { box-sizing: border-box; }
+
+/* The UA's [hidden] { display: none } loses to any class that sets display
+   (e.g. .drop-overlay's flex), which left the overlay permanently covering the
+   page. Make the attribute win everywhere. */
+[hidden] { display: none !important; }
+
+html, body {
+  margin: 0;
+  height: 100%;
+  background: var(--bg);
+  color: var(--text);
+  font: 13px/1.45 system-ui, -apple-system, "Segoe UI", Roboto, "Noto Sans", sans-serif;
+  overflow: hidden;
+}
+
+/* ---- top bar ---- */
+
+.topbar {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 16px;
+  height: 48px;
+  padding: 0 14px;
+  background: var(--panel);
+  border-bottom: 1px solid var(--line);
+}
+
+.brand { display: flex; align-items: baseline; gap: 8px; }
+.logo { color: var(--accent); font-size: 16px; }
+.brand-name { font-weight: 600; letter-spacing: .2px; }
+.brand-sub {
+  font-size: 10px;
+  text-transform: uppercase;
+  letter-spacing: 1px;
+  color: var(--bg);
+  background: var(--accent-dim);
+  border-radius: 3px;
+  padding: 1px 5px;
+}
+
+.topbar-controls { display: flex; align-items: center; gap: 8px; flex-wrap: wrap; }
+
+.field { display: flex; align-items: center; gap: 6px; color: var(--muted); font-size: 12px; }
+
+select, .btn, .toggle {
+  background: var(--panel-2);
+  color: var(--text);
+  border: 1px solid var(--line);
+  border-radius: var(--radius);
+  padding: 5px 9px;
+  font: inherit;
+  font-size: 12px;
+  cursor: pointer;
+}
+select:hover, .btn:hover, .toggle:hover { border-color: var(--accent-dim); }
+select:focus-visible, .btn:focus-visible, .toggle:focus-visible { outline: 2px solid var(--accent); outline-offset: 1px; }
+
+.btn.primary { background: var(--accent-dim); border-color: var(--accent); color: #eaf7ff; }
+.btn.primary:hover { background: var(--accent); color: #06202b; }
+.btn.small { padding: 3px 7px; font-size: 11px; }
+.btn:disabled, .toggle:disabled { opacity: .45; cursor: not-allowed; }
+
+.toggle.on { border-color: var(--accent); color: var(--accent); }
+.toggle.off { color: var(--muted); }
+
+.separator { width: 1px; height: 22px; background: var(--line); }
+
+/* ---- layout ---- */
+
+.layout {
+  display: grid;
+  grid-template-columns: 288px minmax(0, 1fr);
+  height: calc(100% - 48px);
+}
+
+.sidebar {
+  background: var(--panel);
+  border-right: 1px solid var(--line);
+  overflow-y: auto;
+  padding: 12px;
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+}
+
+.panel {
+  background: var(--panel-2);
+  border: 1px solid var(--line);
+  border-radius: var(--radius);
+  padding: 10px;
+}
+.panel h2 {
+  margin: 0 0 8px;
+  font-size: 11px;
+  text-transform: uppercase;
+  letter-spacing: .8px;
+  color: var(--muted);
+  display: flex;
+  align-items: center;
+  gap: 6px;
+}
+.badge {
+  background: var(--line);
+  color: var(--text);
+  border-radius: 8px;
+  padding: 0 6px;
+  font-size: 10px;
+  font-variant-numeric: tabular-nums;
+}
+
+/* ---- file list ---- */
+
+.file-list { list-style: none; margin: 0; padding: 0; display: flex; flex-direction: column; gap: 2px; }
+.file-row {
+  display: flex;
+  align-items: center;
+  gap: 7px;
+  padding: 5px 6px;
+  border-radius: 4px;
+  cursor: pointer;
+  border: 1px solid transparent;
+}
+.file-row:hover { background: #252a35; }
+.file-row.selected { background: #232a38; border-color: var(--accent-dim); }
+.file-row input[type=checkbox] { margin: 0; accent-color: var(--accent-dim); flex: none; }
+.file-swatch { width: 9px; height: 9px; border-radius: 2px; flex: none; }
+.file-name {
+  flex: 1;
+  min-width: 0;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  font-size: 12px;
+}
+.file-remove {
+  flex: none;
+  border: 0;
+  background: none;
+  color: var(--muted);
+  cursor: pointer;
+  font-size: 14px;
+  line-height: 1;
+  padding: 0 2px;
+  opacity: 0;
+}
+.file-row:hover .file-remove { opacity: 1; }
+.file-remove:hover { color: var(--error); }
+
+.empty, .hint { color: var(--muted); font-size: 11.5px; margin: 4px 0 0; }
+.hint code { background: #000; padding: 0 3px; border-radius: 3px; }
+
+/* ---- metadata ---- */
+
+.metadata { display: grid; grid-template-columns: auto 1fr; gap: 3px 10px; margin: 0; font-size: 12px; }
+.metadata dt { color: var(--muted); }
+.metadata dd { margin: 0; text-align: right; font-variant-numeric: tabular-nums; overflow-wrap: anywhere; }
+.metadata dd.muted { color: var(--muted); }
+
+/* ---- reference lines ---- */
+
+.ref-list { list-style: none; margin: 0 0 8px; padding: 0; display: flex; flex-direction: column; gap: 3px; }
+.ref-row { display: flex; align-items: center; gap: 6px; font-size: 12px; }
+.ref-row input[type=color] { width: 20px; height: 18px; padding: 0; border: 1px solid var(--line); background: none; }
+.ref-row input[type=text] { width: 62px; }
+.ref-row input[type=number] { width: 62px; }
+.ref-row input { background: var(--bg); color: var(--text); border: 1px solid var(--line); border-radius: 4px; padding: 2px 4px; font: inherit; font-size: 11px; }
+.ref-row .ref-remove { border: 0; background: none; color: var(--muted); cursor: pointer; }
+.ref-row .ref-remove:hover { color: var(--error); }
+.ref-actions { display: flex; gap: 6px; }
+
+/* ---- plot stage ---- */
+
+.stage { display: flex; flex-direction: column; min-width: 0; padding: 10px 12px 0; }
+
+.plot-head { display: flex; align-items: center; justify-content: space-between; gap: 10px; min-height: 24px; }
+.plot-head h1 { margin: 0; font-size: 13px; font-weight: 600; color: var(--text); }
+.legend { display: flex; flex-wrap: wrap; gap: 10px; font-size: 11.5px; color: var(--muted); }
+.legend .item { display: flex; align-items: center; gap: 5px; }
+.legend .swatch { width: 9px; height: 9px; border-radius: 2px; }
+.legend .annotation { font-family: var(--mono); color: var(--text); }
+
+.plot-host {
+  position: relative;
+  flex: 1;
+  min-height: 200px;
+  margin-top: 6px;
+  background: #0d0f14;
+  border: 1px solid var(--line);
+  border-radius: var(--radius);
+  overflow: hidden;
+}
+.plot-host .uplot { position: absolute; inset: 0; width: 100% !important; height: 100% !important; }
+.plot-host canvas.heatmap { position: absolute; inset: 0; width: 100%; height: 100%; cursor: crosshair; }
+
+.placeholder {
+  position: absolute;
+  inset: 0;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  text-align: center;
+  color: var(--muted);
+  gap: 6px;
+  padding: 20px;
+}
+.ph-title { font-size: 15px; color: var(--text); margin: 0; }
+.ph-body { margin: 0; max-width: 44ch; font-size: 12px; }
+.ph-body code { background: #000; padding: 0 3px; border-radius: 3px; }
+
+.statusbar {
+  display: flex;
+  justify-content: space-between;
+  gap: 12px;
+  padding: 6px 2px;
+  font-size: 11.5px;
+  color: var(--muted);
+  min-height: 24px;
+}
+.status.working { color: var(--accent); }
+.status.error { color: var(--error); }
+.status.warn { color: var(--warn); }
+.timing { font-family: var(--mono); }
+
+/* ---- drag & drop ---- */
+
+.drop-overlay {
+  position: fixed;
+  inset: 0;
+  background: rgba(10, 20, 30, .82);
+  border: 3px dashed var(--accent);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 20px;
+  color: var(--accent);
+  z-index: 40;
+}
+
+/* ---- tooltip ---- */
+
+.tooltip {
+  position: fixed;
+  background: #05070b;
+  border: 1px solid var(--line);
+  border-radius: 4px;
+  padding: 5px 7px;
+  font: 11px/1.4 var(--mono);
+  color: var(--text);
+  pointer-events: none;
+  z-index: 30;
+  white-space: nowrap;
+}

static/audio-store.js

@@ -0,0 +1,187 @@
+// SPDX-License-Identifier: Apache-2.0
+//
+// Browser-side audio store.
+//
+// Uploaded audio never lives on the server. The File handle from the picker (or
+// drop) is copied into Origin Private File System — a sandboxed, per-origin
+// filesystem the browser owns, which no other site can read and which the OS
+// treats as browser cache, not user data. Everything downstream is driven from
+// there:
+//
+//   * playback reads a blob URL minted from OPFS, so scrubbing a 60 MB WAV
+//     never re-reads the original File
+//   * the SHA-256 that identifies a track is computed over OPFS bytes, so the
+//     id is stable across a reload (the File handle doesn't survive one)
+//   * re-analysis after a page reload re-streams from OPFS instead of asking the
+//     user to pick the file again
+//
+// The server only ever sees the bytes it needs for one request, spooled to a
+// temp file and deleted before the response is written.
+
+const OPFS_DIR = 'ujm-audio';
+
+/** True when the browser can give us a durable private store. */
+export function opfsSupported() {
+  return !!(navigator.storage && navigator.storage.getDirectory);
+}
+
+async function dir() {
+  const root = await navigator.storage.getDirectory();
+  return root.getDirectoryHandle(OPFS_DIR, { create: true });
+}
+
+/** Human-readable reason the store is unusable, or null when it's fine. */
+export async function storageProblem(estimateBytes) {
+  if (!opfsSupported()) return 'this browser has no OPFS support';
+  try {
+    const est = await navigator.storage.estimate();
+    if (est.quota && estimateBytes && estimateBytes > est.quota * 0.9) {
+      return `need ~${mb(estimateBytes)} but only ${mb(est.quota - (est.usage || 0))} of browser storage is free`;
+    }
+    // Ask to be exempt from eviction: without this the browser may clear the
+    // store under pressure, and the file is the only copy we have.
+    if (navigator.storage.persist) await navigator.storage.persist();
+  } catch {
+    // estimate() is optional and can throw in private windows; not fatal.
+  }
+  return null;
+}
+
+function mb(bytes) {
+  return `${(bytes / 1024 / 1024).toFixed(0)} MB`;
+}
+
+/**
+ * Copy a File into OPFS under its content hash.
+ *
+ * Returns {fileId, size}. Uses `createWritable` in a single streamed pass so a
+ * large file is never held in memory in full.
+ */
+export async function put(file, onProgress) {
+  const d = await dir();
+  const tmpName = `.incoming-${Date.now()}-${Math.random().toString(16).slice(2)}`;
+  const handle = await d.getFileHandle(tmpName, { create: true });
+
+  let written = 0;
+  const writable = await handle.createWritable();
+  try {
+    const reader = file.stream().getReader();
+    for (;;) {
+      const {done, value} = await reader.read();
+      if (done) break;
+      await writable.write(value);
+      written += value.byteLength;
+      if (onProgress) onProgress(written, file.size);
+    }
+    await writable.close();
+  } catch (err) {
+    await writable.abort().catch(() => {});
+    await d.removeEntry(tmpName).catch(() => {});
+    throw err;
+  }
+
+  const hash = await sha256(handle);
+  // Content-addressed: the same audio dropped twice costs one copy, and the id
+  // the server keys its analysis on is reproducible.
+  try {
+    await d.removeEntry(hash);
+  } catch {
+    // first time we've seen these bytes
+  }
+  const named = await rename(d, tmpName, hash);
+  const blob = await named.getFile();
+  return {fileId: hash, size: blob.size, sha256: hash};
+}
+
+async function rename(d, from, to) {
+  const fromHandle = await d.getFileHandle(from);
+  const src = await fromHandle.getFile();
+  const toHandle = await d.getFileHandle(to, {create: true});
+  const w = await toHandle.createWritable();
+  await src.stream().pipeTo(w);
+  await d.removeEntry(from);
+  return toHandle;
+}
+
+/** SHA-256 of the stored file, read in chunks so memory stays flat. */
+async function sha256(handle) {
+  const blob = await handle.getFile();
+  const digest = await crypto.subtle.digest('SHA-256', await blob.arrayBuffer());
+  return [...new Uint8Array(digest)]
+    .map((b) => b.toString(16).padStart(2, '0'))
+    .join('')
+    .slice(0, 32);
+}
+
+/** The stored File for an id, or null when it isn't here. */
+export async function get(fileId) {
+  if (!opfsSupported()) return null;
+  try {
+    const d = await dir();
+    const handle = await d.getFileHandle(fileId);
+    return await handle.getFile();
+  } catch {
+    return null;
+  }
+}
+
+export async function has(fileId) {
+  return (await get(fileId)) !== null;
+}
+
+export async function remove(fileId) {
+  if (!opfsSupported()) return;
+  try {
+    const d = await dir();
+    await d.removeEntry(fileId);
+  } catch {
+    // already gone
+  }
+}
+
+/** Ids currently held, newest touched last — used to prune orphans. */
+export async function list() {
+  if (!opfsSupported()) return [];
+  const out = [];
+  const d = await dir();
+  for await (const [name] of d.entries()) {
+    if (!name.startsWith('.incoming-')) out.push(name);
+  }
+  return out;
+}
+
+/** Drop anything `.incoming-*`, i.e. an upload that died mid-write. */
+export async function sweepIncomplete() {
+  if (!opfsSupported()) return 0;
+  const d = await dir();
+  let n = 0;
+  for await (const [name] of d.entries()) {
+    if (name.startsWith('.incoming-')) {
+      await d.removeEntry(name).catch(() => {});
+      n += 1;
+    }
+  }
+  return n;
+}
+
+/**
+ * Send stored audio to an endpoint as a raw body.
+ *
+ * The OPFS File is passed to fetch as-is: the browser reads a Blob body lazily
+ * from its backing store, so a 200 MB master is never materialised in memory.
+ * (A ReadableStream body with duplex: 'half' was used before, but Chrome only
+ * allows streaming uploads over HTTP/2+, so any file past the old 8 MB cutoff
+ * failed with "Failed to fetch" on HTTP/1.1 — e.g. http://localhost.)
+ */
+export async function send(fileId, url, {method = 'POST', onProgress} = {}) {
+  const blob = await get(fileId);
+  if (!blob) throw new Error('audio is no longer in browser storage — re-add the file');
+
+  const res = await fetch(url, {
+    method,
+    headers: {'Content-Type': 'application/octet-stream'},
+    body: blob,
+  });
+  if (onProgress) onProgress(blob.size, blob.size);
+  return res;
+}

static/index.html

@@ -0,0 +1,97 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Audio Mastering Analysis Toolkit</title>
+<link rel="stylesheet" href="static/vendor/uPlot.min.css">
+<link rel="stylesheet" href="static/app.css">
+</head>
+<body>
+
+<header class="topbar">
+  <div class="brand">
+    <span class="logo">◉</span>
+    <span class="brand-name">uj-mastering-master</span>
+    <span class="brand-sub">web</span>
+  </div>
+  <div class="topbar-controls">
+    <label class="field">
+      <span>Metric</span>
+      <select id="metric-select" title="Which metric to display"></select>
+    </label>
+    <label class="field">
+      <span>X axis</span>
+      <select id="x-mode-select" title="Absolute time, or each track normalised to its own length">
+        <option value="absolute">Absolute (s)</option>
+        <option value="relative">Relative (%)</option>
+      </select>
+    </label>
+    <button id="toggle-y-log" class="toggle" type="button">Y: log</button>
+    <button id="refresh-plot" class="btn" type="button" title="Redraw from cached data">Refresh</button>
+    <div class="separator"></div>
+    <button id="pick-files" class="btn primary" type="button">Add audio…</button>
+    <input id="file-input" type="file" accept=".mp3,.wav,.flac,.ogg,.oga,.m4a,.aif,.aiff,.opus" multiple hidden>
+  </div>
+</header>
+
+<main class="layout">
+
+  <aside class="sidebar">
+    <section class="panel">
+      <h2>Files <span id="file-count" class="badge">0</span></h2>
+      <ul id="file-list" class="file-list"></ul>
+      <p id="file-empty" class="empty">Drop audio files here, or use <em>Add audio…</em>.
+        Files are held in this browser, not on the server.</p>
+    </section>
+
+    <section class="panel">
+      <h2>Metadata</h2>
+      <dl id="metadata" class="metadata">
+        <dt>Track</dt><dd class="muted">nothing selected</dd>
+      </dl>
+    </section>
+
+    <section class="panel">
+      <h2>Reference lines <span id="ref-count" class="badge">0</span></h2>
+      <ul id="ref-list" class="ref-list"></ul>
+      <div class="ref-actions">
+        <button id="add-ref" class="btn small" type="button">Add at centre</button>
+        <button id="clear-refs" class="btn small" type="button">Clear</button>
+      </div>
+      <p class="hint">Drag a line on the plot to move it. Sets are kept per metric.</p>
+    </section>
+  </aside>
+
+  <section class="stage">
+    <div class="plot-head">
+      <h1 id="plot-title">No track loaded</h1>
+      <div id="legend" class="legend"></div>
+    </div>
+
+    <div id="plot-host" class="plot-host">
+      <div id="placeholder" class="placeholder">
+        <p class="ph-title">Audio Mastering Analysis Toolkit</p>
+        <p class="ph-body">Drop <code>.mp3</code>, <code>.wav</code> or <code>.flac</code> files to analyse.
+          Audio stays in this browser's private storage; the server receives it
+          only for the moment it takes to compute a metric, and writes nothing to
+          disk. Analysis runs at the file's native sample rate.</p>
+      </div>
+      <canvas id="heatmap" class="heatmap" hidden></canvas>
+    </div>
+
+    <div class="statusbar">
+      <span id="status" class="status">Ready</span>
+      <span id="timing" class="timing"></span>
+    </div>
+  </section>
+</main>
+
+<div id="drop-overlay" class="drop-overlay" hidden><span>Drop to analyse</span></div>
+
+<script src="static/vendor/uPlot.iife.min.js"></script>
+<!-- app.js is an ES module: it imports ./audio-store.js, which owns the
+     browser-side copy of every uploaded file. -->
+<script type="module" src="static/app.js"></script>
+</body>
+</html>

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web_session.py

@@ -0,0 +1,309 @@
+# SPDX-License-Identifier: Apache-2.0
+"""
+Headless analysis service for the web UI.
+
+This is the server-side equivalent of `AnalysisResultsManager` + its worker
+threads: it owns the decode-and-compute lifecycle and the per-file metric cache,
+but it knows nothing about a GUI toolkit. No PyQt import appears in this file or
+anything it imports — that property is what lets `webapp.py` run under a plain
+ASGI server on a box with no display.
+
+## Where the audio lives
+
+The browser is the store of record. The client keeps every uploaded file in OPFS
+(origin-private file system) and re-sends the bytes for each analysis request; the
+server spools them to a temporary file, analyses it, and deletes it in a
+`finally` block. Nothing this module or the API layer does leaves an audio file
+behind on the host.
+
+That is a deliberate trade, made because the analysis backend is
+`master_core.AudioFile` -> `librosa.load(path)` -> numpy/scipy. Decoding needs a
+real path, and the metrics need the samples in *this* process, so the bytes must
+transit the host. What the design guarantees is that they never *persist* there:
+no upload directory, no files surviving a request, and no server state keyed on a
+path the client chose. A crash mid-analysis can leave a file in `tempfile`'s
+directory, which is the OS's to clean; there is no application-owned location
+that accumulates audio.
+
+The cost is bandwidth: switching metrics re-uploads the track. For a local
+workstation deployment that is a loopback copy of a few tens of megabytes, which
+is cheaper than the alternative (an LRU cache of decoded signals) — and the
+client only re-sends when the metric isn't already computed, because the computed
+*data* is cached here, keyed by content hash.
+
+## Content addressing
+
+`file_id` is the SHA-256 of the audio bytes, computed by the client. Using the
+hash rather than the filename means:
+
+- two takes with the same name never collide, and renaming a file doesn't orphan
+  its cached metrics;
+- the server can key its cache on the bytes actually analysed, so a client that
+  re-sends the same file gets the cached result without re-decoding;
+- nothing the client sends is used to construct a path, so there is no traversal
+  surface to defend.
+
+## Differences from the desktop manager, and why
+
+- **No prefetch.** The desktop app warms every metric for the loaded file so a
+  dropdown switch is instant. Analysing in a browser is request-driven, and
+  prefetching seven metrics on every upload would occupy a core for minutes on a
+  long track while the user looks at one plot. So `compute()` runs on demand and
+  the result is cached.
+- **One lock, not a thread-per-job.** Long analysis holds the CPU — numpy and
+  scipy release the GIL, but concurrent librosa loads on the same box just thrash
+  the cache and make every request slower. Serialising here also keeps the
+  `metric_data` cache simple to reason about.
+- **The decoded signal is not kept.** Once a metric is computed, the `AudioFile`
+  is dropped: the samples are the expensive part (tens of MB of float32 for a
+  4-minute track), and every metric we ship is computed from one pass. Holding
+  them to save a decode on a *second* metric costs more memory than the re-upload
+  costs time.
+
+`AudioFile` itself memoises the K-weighted signal so the three metrics that share
+it (LUFS and PSR via `_short_term_lufs`, Crest Factor's windowing) don't each
+re-filter the audio within a single request.
+"""
+
+from __future__ import annotations
+
+import hashlib
+import logging
+import threading
+import time
+from dataclasses import dataclass, field
+from pathlib import Path
+from typing import Any, Optional
+
+from master_core import AudioFile
+from metrics import METRICS, DEFAULT_METRIC_ID
+
+logger = logging.getLogger(__name__)
+
+# Suffixes the decoder is expected to handle. The client filters on these too,
+# but the server is the authority — a client is not a trusted input.
+AUDIO_SUFFIXES = frozenset({
+  ".wav", ".mp3", ".flac", ".ogg", ".oga", ".opus", ".m4a", ".aac",
+  ".aiff", ".aif", ".aifc", ".wma", ".mp4", ".webm",
+})
+
+# Spool chunk while receiving the body: 1 MiB keeps peak memory flat regardless
+# of file size while not hammering the syscall boundary.
+_SPOOL_CHUNK = 1024 * 1024
+
+
+@dataclass(frozen=True)
+class AudioFileSnapshot:
+  """The bits of an `AudioFile` the API needs, without the decoded signal."""
+  file_id: str
+  name: str
+  song_name: str
+  sample_rate: int
+  duration: float
+  max_amplitude: float
+  avg_amplitude: float
+  size_bytes: int = 0
+
+  @property
+  def channels(self) -> int:
+    """Always 1: analysis is mono.
+
+    `librosa.load` downmixes to mono by default and `AudioFile` stores the mono
+    signal, so every metric here measures the mono sum — same as the desktop app.
+    The field is kept explicit (rather than omitted) because a "0.0 dBTP on a
+    stereo master" reading is only meaningful once you know that.
+    """
+    return 1
+
+  def as_dict(self) -> dict[str, Any]:
+    return {
+      "file_id": self.file_id,
+      "name": self.name,
+      "song_name": self.song_name,
+      "sample_rate": self.sample_rate,
+      "duration": self.duration,
+      "max_amplitude": self.max_amplitude,
+      "avg_amplitude": self.avg_amplitude,
+      "channels": self.channels,
+      "size_bytes": self.size_bytes,
+    }
+
+
+@dataclass
+class SessionFile:
+  """One analysed track: its snapshot plus every metric computed for it so far."""
+  snapshot: AudioFileSnapshot
+  metric_data: dict[str, Any] = field(default_factory=dict)
+
+  def metadata(self) -> dict[str, Any]:
+    payload = self.snapshot.as_dict()
+    payload["metrics_cached"] = sorted(self.metric_data.keys())
+    return payload
+
+
+def file_id_for(data: bytes) -> str:
+  """Content hash used as the session key (see the module docstring)."""
+  return hashlib.sha256(data).hexdigest()[:32]
+
+
+# Spool chunk while receiving a body: 1 MiB keeps peak memory flat regardless of
+# file size while not hammering the syscall boundary.
+SPOOL_CHUNK = 1024 * 1024
+
+
+class AnalysisSession:
+  """Server-side state: analysed tracks keyed by content hash, and the view set."""
+
+  def __init__(self, max_files: int = 64) -> None:
+    self.files: dict[str, SessionFile] = {}
+    # File ids currently drawn (the desktop app's file-list checkboxes).
+    self.overlay: list[str] = []
+    self.max_files = max_files
+    self._lock = threading.RLock()
+
+  # ---- loading ------------------------------------------------------------
+
+  def load(self, path: Path, file_id: str, name: str, size_bytes: int = 0) -> SessionFile:
+    """Decode `path` (a spool that the caller owns) into the session.
+
+    Idempotent by `file_id`: a client re-sending the same bytes for a metric that
+    isn't cached yet re-uses the existing snapshot rather than re-decoding.
+    """
+    with self._lock:
+      existing = self.files.get(file_id)
+      if existing is not None:
+        return existing
+
+    t0 = time.perf_counter()
+    audio = AudioFile(str(path))
+    snapshot = AudioFileSnapshot(
+      file_id=file_id,
+      name=name,
+      song_name=audio.song_name,
+      sample_rate=int(audio.sr),
+      duration=float(len(audio.y_mono) / audio.sr) if audio.sr else 0.0,
+      max_amplitude=float(audio.max_amplitude),
+      avg_amplitude=float(audio.avg_amplitude),
+      size_bytes=size_bytes,
+    )
+    entry = SessionFile(snapshot=snapshot)
+    logger.info(
+      "Loaded %s in %.1fs (%.0f s @ %d Hz, %s)",
+      snapshot.song_name, time.perf_counter() - t0,
+      snapshot.duration, snapshot.sample_rate, file_id[:8],
+    )
+    with self._lock:
+      self.files[file_id] = entry
+      self._evict_locked()
+      if file_id not in self.overlay:
+        self.overlay.append(file_id)
+      return entry
+
+  # ---- metrics ------------------------------------------------------------
+
+  def compute_metric(self, path: Path, file_id: str, metric_id: str,
+                     name: str = "upload", size_bytes: int = 0) -> Any:
+    """Metric data for a track, computed (and cached) if needed.
+
+    `path` is a spool the caller owns and will delete; this method only reads it.
+    """
+    metric = METRICS.get(metric_id)
+    if metric is None:
+      raise KeyError(f"Unknown metric: {metric_id}")
+
+    with self._lock:
+      entry = self.files.get(file_id)
+      if entry is not None:
+        cached = entry.metric_data.get(metric_id)
+        if cached is not None:
+          return cached
+
+    t0 = time.perf_counter()
+    audio = AudioFile(str(path))
+    if entry is None:
+      # First contact with these bytes: snapshot it while we have them decoded.
+      entry = self.load(path, file_id, name, size_bytes)
+    data = metric.compute(audio)
+    elapsed = time.perf_counter() - t0
+    logger.info("%s on %s in %.2fs", metric.display_name,
+                entry.snapshot.song_name, elapsed)
+
+    with self._lock:
+      # Keep the first result if a concurrent request won the race — identical,
+      # because both hashed the same bytes.
+      entry.metric_data.setdefault(metric_id, data)
+      return entry.metric_data[metric_id]
+
+  def observe(self, path: Path, file_id: str, name: str, size_bytes: int = 0) -> SessionFile:
+    """Decode just enough to register a track (used for metadata-only requests)."""
+    return self.load(path, file_id, name, size_bytes)
+
+  # ---- lifecycle ----------------------------------------------------------
+
+  def drop(self, file_id: str) -> bool:
+    """Forget a track and everything computed for it.
+
+    Nothing to delete on disk: the audio was never persisted. The browser still
+    holds its copy, which is why this is the client's decision to make.
+    """
+    with self._lock:
+      entry = self.files.pop(file_id, None)
+      if file_id in self.overlay:
+        self.overlay.remove(file_id)
+    return entry is not None
+
+  def clear(self) -> None:
+    with self._lock:
+      self.files.clear()
+      self.overlay.clear()
+
+  def _evict_locked(self) -> None:
+    """Bound the cache so a long-lived server can't grow without limit.
+
+    Evicts whole tracks, oldest first. The client can always re-upload, so the
+    worst case is a re-decode rather than an error.
+    """
+    while len(self.files) > self.max_files:
+      oldest = next(iter(self.files))
+      self.files.pop(oldest, None)
+      if oldest in self.overlay:
+        self.overlay.remove(oldest)
+      logger.info("Evicted %s from the analysis cache", oldest[:8])
+
+  # ---- view set -----------------------------------------------------------
+
+  def set_overlay(self, file_ids: list[str]) -> list[str]:
+    """Replace the drawn set, keeping only ids this session has analysed."""
+    with self._lock:
+      self.overlay = [f for f in file_ids if f in self.files]
+      return list(self.overlay)
+
+  def toggle(self, file_id: str, checked: bool) -> list[str]:
+    with self._lock:
+      if file_id not in self.files:
+        return list(self.overlay)
+      if checked and file_id not in self.overlay:
+        self.overlay.append(file_id)
+      elif not checked and file_id in self.overlay:
+        self.overlay.remove(file_id)
+      return list(self.overlay)
+
+  def overlay_entries(self) -> list[SessionFile]:
+    with self._lock:
+      return [self.files[f] for f in self.overlay if f in self.files]
+
+  def entry(self, file_id: str) -> Optional[SessionFile]:
+    with self._lock:
+      return self.files.get(file_id)
+
+  def snapshot_size(self) -> int:
+    """Number of tracks held in the analysis cache — surfaced in /api/session."""
+    with self._lock:
+      return len(self.files)
+
+
+# One process-wide session. The server is single-user by design (it runs on a
+# workstation and analyses files the user picked), so per-connection sessions
+# would only duplicate an expensive decode of the same audio.
+SESSION = AnalysisSession()
+DEFAULT_METRIC = DEFAULT_METRIC_ID

webapp.py

@@ -0,0 +1,451 @@
+# SPDX-License-Identifier: Apache-2.0
+"""
+Web front end for the mastering toolkit.
+
+Same backend as the desktop app — `master_core.AudioFile` for decode,
+`metrics.METRICS[...].compute` for the numbers — with the PyQt5 layer replaced by
+a JSON API and a browser canvas. `metrics.Metric` was already split into a
+backend-neutral `compute` and a view-aware `build_spec`, so this costs no changes
+to the analysis code; `metrics_json` is the new renderer seam.
+
+Run it:
+
+    uv run ujm-web                       # http://127.0.0.1:8000
+    uv run ujm-web --host 0.0.0.0 --port 8080 --open
+
+Design notes:
+
+- **The browser holds the audio; the server holds only computed data.** The
+  client keeps every uploaded track in OPFS and PUTs the bytes for each analysis
+  request. The server spools the body to a temp file, decodes, computes, and
+  deletes it inside a `finally` — there is no upload directory and no audio file
+  survives a request. `web_session`'s docstring explains why the bytes still have
+  to reach this process (librosa decodes by path) and what that does and doesn't
+  guarantee. Concretely: hosting this does not accumulate the user's masters on
+  the host.
+- **Nothing is keyed on a client-supplied path.** `file_id` is the SHA-256 of the
+  audio bytes, so there is no traversal surface and no filename collision; the
+  only place a client string reaches the spool is its extension, which is matched
+  against an allow-list.
+- **Analysis runs in the event loop's threadpool, not in the loop.** Metric
+  computes are CPU-bound numpy/scipy calls that do release the GIL; a plain `def`
+  endpoint is dispatched to Starlette's threadpool, so a long spectrogram doesn't
+  block status requests.
+- **Bodies are read as a stream.** `await request.stream()` is written straight to
+  the spool, so a 200 MB master never sits in RAM as one `bytes` object.
+- **Nothing is served by a CDN.** The front end (uPlot for curves, a plain canvas
+  for the spectrogram) is vendored under `static/` and the server binds loopback
+  by default: mastering work-in-progress shouldn't leak out of the box.
+- **`/api/plot` is a pure view render.** Lin/log, time mode and the reference-line
+  set are query parameters, so a view change costs a JSON re-serialisation from
+  the cache — never a recompute. That is the property that made the desktop app
+  feel fast; the web UI keeps it.
+"""
+
+from __future__ import annotations
+
+import argparse
+import hashlib
+import json
+import logging
+import tempfile
+from pathlib import Path
+from typing import Any, Optional
+
+from fastapi import Body, FastAPI, HTTPException, Query, Request
+from fastapi.concurrency import run_in_threadpool
+from fastapi.responses import FileResponse, JSONResponse
+from fastapi.staticfiles import StaticFiles
+
+from logger_setup import setup_logging
+from metrics import METRICS, DEFAULT_METRIC_ID
+from metrics_json import serialize_ref_lines, serialize_spec, serialize_view
+from plotspec import RefLineProps, ViewState, X_ABSOLUTE, X_RELATIVE, apply_x_mode
+from web_session import AUDIO_SUFFIXES, SESSION, DEFAULT_METRIC, file_id_for
+
+STATIC_DIR = Path(__file__).parent / "static"
+
+logger = logging.getLogger(__name__)
+
+app = FastAPI(
+  title="uj-mastering-master (web)",
+  description="Audio mastering analysis metrics over HTTP.",
+  version="0.1.0",
+)
+
+
+# ---- request helpers -------------------------------------------------------
+
+def _query(request: Request, key: str) -> Optional[str]:
+  """Read a query parameter.
+
+  FastAPI's `Query` only populates declared signature parameters, and these
+  endpoints take a raw body rather than a parameter list, so the two values the
+  client sends alongside the audio are pulled off the URL directly.
+  """
+  value = request.query_params.get(key)
+  return value or None
+
+
+def _suffix_or_400(name: str) -> str:
+  suffix = Path(name or "").suffix.lower()
+  if suffix not in AUDIO_SUFFIXES:
+    raise HTTPException(
+      status_code=400,
+      detail=f"Unsupported format '{suffix or '?'}' "
+             f"(expected one of {', '.join(sorted(AUDIO_SUFFIXES))})",
+    )
+  return suffix
+
+
+def _require_file(file_id: str):
+  entry = SESSION.entry(file_id)
+  if entry is None:
+    raise HTTPException(status_code=404, detail="Track not analysed in this session")
+  return entry
+
+
+def _metric_or_400(metric: Optional[str]) -> str:
+  uid = metric or DEFAULT_METRIC_ID
+  if uid not in METRICS:
+    raise HTTPException(status_code=400, detail=f"Unknown metric: {uid}")
+  return uid
+
+
+# ---- catalogue & session ---------------------------------------------------
+
+def _metric_catalogue() -> list[dict]:
+  return [
+    {
+      "id": m.id,
+      "display_name": m.display_name,
+      "default": m.id == DEFAULT_METRIC_ID,
+    }
+    for m in METRICS.values()
+  ]
+
+
+@app.get("/api/metrics")
+def list_metrics():
+  return {"metrics": _metric_catalogue(), "default": DEFAULT_METRIC_ID}
+
+
+@app.get("/api/session")
+def session_state():
+  return {
+    "files": [f.metadata() for f in SESSION.files.values()],
+    "overlay": list(SESSION.overlay),
+    "default_metric": DEFAULT_METRIC_ID,
+    # Explicit, so the front end can state it in the UI and a reader of the API
+    # can confirm there is no audio store behind this server.
+    "audio_storage": "client (browser OPFS) — nothing persisted server-side",
+  }
+
+
+# ---- analysis --------------------------------------------------------------
+
+@app.post("/api/analyse")
+async def analyse(
+  request: Request,
+  file_id: Optional[str] = Query(None, description="SHA-256 of the body; computed if absent"),
+  name: str = Query("upload", description="Original filename, for display only"),
+  metric: Optional[str] = Query(None),
+):
+  """Decode and measure one track, sent as a raw body.
+
+  Returns the snapshot plus the serialised metric payload in a single round trip:
+  the client has to send the bytes either way, so making it then ask again for the
+  plot would upload the same file twice.
+
+  Declared `async` so the body can be streamed to the spool with `await`; the
+  decode/compute that follows is a blocking call, so it is handed to the
+  threadpool explicitly to keep the event loop free.
+  """
+  uid = _metric_or_400(metric)
+  suffix = _suffix_or_400(name)
+  display_name = Path(name).name
+
+  spool = tempfile.NamedTemporaryFile(prefix="ujm-", suffix=suffix, delete=False)
+  path = Path(spool.name)
+  try:
+    size = 0
+    with spool:
+      async for chunk in request.stream():
+        spool.write(chunk)
+        size += len(chunk)
+    if size == 0:
+      raise HTTPException(status_code=400, detail="Empty request body")
+
+    fid = file_id or await run_in_threadpool(_hash_file, path)
+
+    def _work() -> tuple[Any, Any]:
+      entry = SESSION.load(path, fid, display_name, size)
+      data = SESSION.compute_metric(path, fid, uid, display_name, size)
+      spec = METRICS[uid].build_spec(data, ViewState())
+      return entry, spec
+
+    entry, spec = await run_in_threadpool(_work)
+  finally:
+    # The guarantee this design makes: no audio outlives the request.
+    path.unlink(missing_ok=True)
+
+  payload = serialize_spec(spec)
+  return {
+    "file": entry.metadata(),
+    "metric": uid,
+    "metric_name": METRICS[uid].display_name,
+    "payload": payload,
+    "axes": payload["axes"],
+    "overlay": list(SESSION.overlay),
+  }
+
+
+def _hash_file(path: Path) -> str:
+  """SHA-256 of a spooled body, read in chunks."""
+  digest = hashlib.sha256()
+  with path.open("rb") as handle:
+    for block in iter(lambda: handle.read(1024 * 1024), b""):
+      digest.update(block)
+  return digest.hexdigest()[:32]
+
+
+# ---- plotting --------------------------------------------------------------
+
+@app.get("/api/metadata")
+def metadata(file_id: str):
+  return _require_file(file_id).metadata()
+
+
+@app.post("/api/file")
+async def analyse_extra(request: Request, file_id: Optional[str] = Query(None),
+                        name: str = Query("upload")):
+  """Register a track without plotting it.
+
+  Used when the client wants the file on the list (duration, amplitudes, tags)
+  for a metric that is already drawn, so the plot endpoint doesn't need to
+  re-upload it.
+  """
+  suffix = _suffix_or_400(name)
+  display_name = Path(name).name
+
+  spool = tempfile.NamedTemporaryFile(prefix="ujm-", suffix=suffix, delete=False)
+  path = Path(spool.name)
+  try:
+    size = 0
+    with spool:
+      async for chunk in request.stream():
+        spool.write(chunk)
+        size += len(chunk)
+    if size == 0:
+      raise HTTPException(status_code=400, detail="Empty request body")
+
+    fid = file_id or await run_in_threadpool(_hash_file, path)
+    entry = await run_in_threadpool(SESSION.observe, path, fid, display_name, size)
+  finally:
+    path.unlink(missing_ok=True)
+
+  return {"file": entry.metadata(), "overlay": list(SESSION.overlay)}
+
+
+@app.post("/api/overlay")
+def set_overlay(payload: dict = Body(...)):
+  ids = payload.get("file_ids")
+  if not isinstance(ids, list):
+    raise HTTPException(status_code=400, detail="'file_ids' must be a list")
+  return {"overlay": SESSION.set_overlay([str(i) for i in ids])}
+
+
+@app.delete("/api/file")
+def delete_file(file_id: str):
+  if not SESSION.drop(file_id):
+    raise HTTPException(status_code=404, detail="Track not analysed in this session")
+  return {"overlay": list(SESSION.overlay),
+          "note": "server forgot the analysis; the browser still holds the audio"}
+
+
+@app.get("/api/plot")
+def plot(
+  metric: str = Query(DEFAULT_METRIC),
+  y_log: Optional[bool] = Query(None),
+  x_log: Optional[bool] = Query(None),
+  x_mode: str = Query(X_ABSOLUTE),
+  refs: str = Query("", description="JSON list of reference lines"),
+):
+  """Draw the current overlay of `metric`, honouring view state.
+
+  Pure view render: every dataset here was already computed by `/api/analyse`, so
+  a lin/log flip or a time-mode change never touches numpy. Returns one
+  serialised dataset per drawn file plus the shared axis description, mirroring
+  the desktop `show_specs([(label, PlotSpec, colour), ...])`.
+  """
+  if metric not in METRICS:
+    raise HTTPException(status_code=400, detail=f"Unknown metric: {metric}")
+  if x_mode not in (X_ABSOLUTE, X_RELATIVE):
+    raise HTTPException(status_code=400, detail=f"Unknown x_mode: {x_mode}")
+
+  view = ViewState(y_log=y_log, x_log=x_log, x_mode=x_mode)
+  ref_lines = _parse_refs(refs)
+
+  entries = SESSION.overlay_entries()
+  if not entries:
+    return {
+      "metric": metric, "metric_name": METRICS[metric].display_name,
+      "view": serialize_view(view), "refs": serialize_ref_lines(ref_lines),
+      "datasets": [], "axes": None, "warnings": [],
+    }
+
+  datasets, warnings = [], []
+  for index, entry in enumerate(entries):
+    data = entry.metric_data.get(metric)
+    if data is None:
+      # Never analysed this metric for this track: the client has the bytes and
+      # knows to send them. Say so rather than recomputing from nothing.
+      warnings.append(f"{entry.snapshot.song_name}: {METRICS[metric].display_name} "
+                      f"not computed yet")
+      continue
+    try:
+      spec = METRICS[metric].build_spec(data, view)
+    except Exception as exc:
+      logger.exception("build_spec failed for %s", metric)
+      warnings.append(f"{entry.snapshot.song_name}: {exc}")
+      continue
+
+    if view.x_mode == X_RELATIVE:
+      spec = apply_x_mode(spec, view.x_mode)
+
+    datasets.append({
+      "file_id": entry.snapshot.file_id,
+      "label": entry.snapshot.song_name,
+      "index": index,
+      "payload": serialize_spec(spec),
+      # The client assigns colours; it keeps a song's colour stable across
+      # metric switches the same way the desktop palette-by-row does.
+      "palette_index": _palette_index(entry.snapshot.file_id),
+    })
+
+  # Heatmaps don't overlay: only the first drawn dataset is rendered, as on the
+  # desktop, so the browser isn't sent z-grids it will throw away.
+  if datasets and datasets[0]["payload"]["heatmap"] is not None and len(datasets) > 1:
+    warnings.append(
+      f"{METRICS[metric].display_name}: one track at a time — "
+      f"showing {datasets[0]['label']}"
+    )
+    datasets = datasets[:1]
+
+  return {
+    "metric": metric,
+    "metric_name": METRICS[metric].display_name,
+    "view": serialize_view(view),
+    "refs": serialize_ref_lines(ref_lines),
+    "datasets": datasets,
+    "axes": datasets[0]["payload"]["axes"] if datasets else None,
+    "warnings": warnings,
+    "recompute_free": True,
+  }
+
+
+def _palette_index(file_id: str) -> int:
+  """Stable palette slot for a track, by first-seen order in the session."""
+  order = list(SESSION.files.keys())
+  try:
+    return order.index(file_id)
+  except ValueError:
+    return 0
+
+
+def _parse_refs(raw: str) -> list[RefLineProps]:
+  if not raw:
+    return []
+  try:
+    items = json.loads(raw)
+  except ValueError:
+    raise HTTPException(status_code=400, detail="refs must be JSON")
+  if not isinstance(items, list):
+    raise HTTPException(status_code=400, detail="refs must be a JSON list")
+  lines = []
+  for item in items:
+    if not isinstance(item, dict) or "value" not in item:
+      continue
+    try:
+      value = float(item["value"])
+    except (TypeError, ValueError):
+      continue
+    lines.append(RefLineProps(
+      value=value,
+      color=str(item.get("color", "#444444")),
+      style=str(item.get("style", "dash")),
+      label=str(item.get("label", "")),
+    ))
+  return lines
+
+
+# ---- front end -------------------------------------------------------------
+
+@app.get("/")
+def index():
+  index_file = STATIC_DIR / "index.html"
+  if not index_file.exists():
+    raise HTTPException(status_code=500, detail="Front end assets missing")
+  return FileResponse(index_file)
+
+
+if STATIC_DIR.exists():
+  app.mount("/static", StaticFiles(directory=STATIC_DIR), name="static")
+
+
+@app.exception_handler(Exception)
+async def unhandled(request, exc):  # pragma: no cover - safety net
+  logger.exception("Unhandled error on %s", request.url.path)
+  return JSONResponse(status_code=500, content={"detail": str(exc)})
+
+
+# ---- entry point -----------------------------------------------------------
+
+# Our CLI speaks `logger_setup`'s vocabulary (ERROR/WARN/INFO/DEBUG/TRACE);
+# uvicorn only accepts its own names. Translate rather than passing through —
+# `--log-level WARN` used to die with KeyError: 'warn'.
+_UVICORN_LEVEL = {
+  "ERROR": "error",
+  "WARN": "warning",
+  "INFO": "info",
+  "DEBUG": "debug",
+  "TRACE": "debug",
+}
+
+
+def main() -> None:
+  import uvicorn
+
+  parser = argparse.ArgumentParser(
+    prog="ujm-web",
+    description="Mastering analysis toolkit — web front end",
+  )
+  parser.add_argument("--host", default="127.0.0.1",
+                      help="interface to bind (default: %(default)s — loopback)")
+  parser.add_argument("--port", type=int, default=8000)
+  parser.add_argument("--open", action="store_true",
+                      help="open the UI in a browser on startup")
+  parser.add_argument("--reload", action="store_true", help="auto-reload on edits")
+  parser.add_argument("--log-level", "-l", default="INFO",
+                      choices=["ERROR", "WARN", "INFO", "DEBUG", "TRACE"])
+  parser.add_argument("--log-file", action="store_true",
+                      help="also write audio_analysis.log")
+  args = parser.parse_args()
+
+  setup_logging(level=args.log_level, log_to_file=args.log_file)
+  url = f"http://{args.host if args.host != '0.0.0.0' else '127.0.0.1'}:{args.port}"
+  logger.info("Web UI at %s", url)
+  logger.info("Audio is stored in the browser (OPFS); "
+              "uploads are spooled to temp and deleted after each request")
+
+  if args.open:
+    import threading
+    import webbrowser
+    threading.Timer(1.0, lambda: webbrowser.open(url)).start()
+
+  uvicorn.run("webapp:app", host=args.host, port=args.port, reload=args.reload,
+              log_level=_UVICORN_LEVEL[args.log_level])
+
+
+if __name__ == "__main__":
+  main()