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"]

LICENSE

@@ -1,674 +1,201 @@
-                    GNU GENERAL PUBLIC LICENSE
+                                 Apache License
-                       Version 3, 29 June 2007
+                           Version 2.0, January 2004
-
+                        http://www.apache.org/licenses/
- Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+
- Everyone is permitted to copy and distribute verbatim copies
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
- of this license document, but changing it is not allowed.
+
-
+   1. Definitions.
-                            Preamble
+
-
+      "License" shall mean the terms and conditions for use, reproduction,
-  The GNU General Public License is a free, copyleft license for
+      and distribution as defined by Sections 1 through 9 of this document.
-software and other kinds of works.
+
-
+      "Licensor" shall mean the copyright owner or entity authorized by
-  The licenses for most software and other practical works are designed
+      the copyright owner that is granting the License.
-to take away your freedom to share and change the works.  By contrast,
+
-the GNU General Public License is intended to guarantee your freedom to
+      "Legal Entity" shall mean the union of the acting entity and all
-share and change all versions of a program--to make sure it remains free
+      other entities that control, are controlled by, or are under common
-software for all its users.  We, the Free Software Foundation, use the
+      control with that entity. For the purposes of this definition,
-GNU General Public License for most of our software; it applies also to
+      "control" means (i) the power, direct or indirect, to cause the
-any other work released this way by its authors.  You can apply it to
+      direction or management of such entity, whether by contract or
-your programs, too.
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
-
+      outstanding shares, or (iii) beneficial ownership of such entity.
-  When we speak of free software, we are referring to freedom, not
+
-price.  Our General Public Licenses are designed to make sure that you
+      "You" (or "Your") shall mean an individual or Legal Entity
-have the freedom to distribute copies of free software (and charge for
+      exercising permissions granted by this License.
-them if you wish), that you receive source code or can get it if you
+
-want it, that you can change the software or use pieces of it in new
+      "Source" form shall mean the preferred form for making modifications,
-free programs, and that you know you can do these things.
+      including but not limited to software source code, documentation
-
+      source, and configuration files.
-  To protect your rights, we need to prevent others from denying you
+
-these rights or asking you to surrender the rights.  Therefore, you have
+      "Object" form shall mean any form resulting from mechanical
-certain responsibilities if you distribute copies of the software, or if
+      transformation or translation of a Source form, including but
-you modify it: responsibilities to respect the freedom of others.
+      not limited to compiled object code, generated documentation,
-
+      and conversions to other media types.
-  For example, if you distribute copies of such a program, whether
+
-gratis or for a fee, you must pass on to the recipients the same
+      "Work" shall mean the work of authorship, whether in Source or
-freedoms that you received.  You must make sure that they, too, receive
+      Object form, made available under the License, as indicated by a
-or can get the source code.  And you must show them these terms so they
+      copyright notice that is included in or attached to the work
-know their rights.
+      (an example is provided in the Appendix below).
-
+
-  Developers that use the GNU GPL protect your rights with two steps:
+      "Derivative Works" shall mean any work, whether in Source or Object
-(1) assert copyright on the software, and (2) offer you this License
+      form, that is based on (or derived from) the Work and for which the
-giving you legal permission to copy, distribute and/or modify it.
+      editorial revisions, annotations, elaborations, or other modifications
-
+      represent, as a whole, an original work of authorship. For the purposes
-  For the developers' and authors' protection, the GPL clearly explains
+      of this License, Derivative Works shall not include works that remain
-that there is no warranty for this free software.  For both users' and
+      separable from, or merely link (or bind by name) to the interfaces of,
-authors' sake, the GPL requires that modified versions be marked as
+      the Work and Derivative Works thereof.
-changed, so that their problems will not be attributed erroneously to
+
-authors of previous versions.
+      "Contribution" shall mean any work of authorship, including
-
+      the original version of the Work and any modifications or additions
-  Some devices are designed to deny users access to install or run
+      to that Work or Derivative Works thereof, that is intentionally
-modified versions of the software inside them, although the manufacturer
+      submitted to Licensor for inclusion in the Work by the copyright owner
-can do so.  This is fundamentally incompatible with the aim of
+      or by an individual or Legal Entity authorized to submit on behalf of
-protecting users' freedom to change the software.  The systematic
+      the copyright owner. For the purposes of this definition, "submitted"
-pattern of such abuse occurs in the area of products for individuals to
+      means any form of electronic, verbal, or written communication sent
-use, which is precisely where it is most unacceptable.  Therefore, we
+      to the Licensor or its representatives, including but not limited to
-have designed this version of the GPL to prohibit the practice for those
+      communication on electronic mailing lists, source code control systems,
-products.  If such problems arise substantially in other domains, we
+      and issue tracking systems that are managed by, or on behalf of, the
-stand ready to extend this provision to those domains in future versions
+      Licensor for the purpose of discussing and improving the Work, but
-of the GPL, as needed to protect the freedom of users.
+      excluding communication that is conspicuously marked or otherwise
-
+      designated in writing by the copyright owner as "Not a Contribution."
-  Finally, every program is threatened constantly by software patents.
+
-States should not allow patents to restrict development and use of
+      "Contributor" shall mean Licensor and any individual or Legal Entity
-software on general-purpose computers, but in those that do, we wish to
+      on behalf of whom a Contribution has been received by Licensor and
-avoid the special danger that patents applied to a free program could
+      subsequently incorporated within the Work.
-make it effectively proprietary.  To prevent this, the GPL assures that
+
-patents cannot be used to render the program non-free.
+   2. Grant of Copyright License. Subject to the terms and conditions of
-
+      this License, each Contributor hereby grants to You a perpetual,
-  The precise terms and conditions for copying, distribution and
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-modification follow.
+      copyright license to reproduce, prepare Derivative Works of,
-
+      publicly display, publicly perform, sublicense, and distribute the
-                       TERMS AND CONDITIONS
+      Work and such Derivative Works in Source or Object form.
-
+
-  0. Definitions.
+   3. Grant of Patent License. Subject to the terms and conditions of
-
+      this License, each Contributor hereby grants to You a perpetual,
-  "This License" refers to version 3 of the GNU General Public License.
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
-
+      (except as stated in this section) patent license to make, have made,
-  "Copyright" also means copyright-like laws that apply to other kinds of
+      use, offer to sell, sell, import, and otherwise transfer the Work,
-works, such as semiconductor masks.
+      where such license applies only to those patent claims licensable
-
+      by such Contributor that are necessarily infringed by their
-  "The Program" refers to any copyrightable work licensed under this
+      Contribution(s) alone or by combination of their Contribution(s)
-License.  Each licensee is addressed as "you".  "Licensees" and
+      with the Work to which such Contribution(s) was submitted. If You
-"recipients" may be individuals or organizations.
+      institute patent litigation against any entity (including a
-
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
-  To "modify" a work means to copy from or adapt all or part of the work
+      or a Contribution incorporated within the Work constitutes direct
-in a fashion requiring copyright permission, other than the making of an
+      or contributory patent infringement, then any patent licenses
-exact copy.  The resulting work is called a "modified version" of the
+      granted to You under this License for that Work shall terminate
-earlier work or a work "based on" the earlier work.
+      as of the date such litigation is filed.
-
+
-  A "covered work" means either the unmodified Program or a work based
+   4. Redistribution. You may reproduce and distribute copies of the
-on the Program.
+      Work or Derivative Works thereof in any medium, with or without
-
+      modifications, and in Source or Object form, provided that You
-  To "propagate" a work means to do anything with it that, without
+      meet the following conditions:
-permission, would make you directly or secondarily liable for
+
-infringement under applicable copyright law, except executing it on a
+      (a) You must give any other recipients of the Work or
-computer or modifying a private copy.  Propagation includes copying,
+          Derivative Works a copy of this License; and
-distribution (with or without modification), making available to the
+
-public, and in some countries other activities as well.
+      (b) You must cause any modified files to carry prominent notices
-
+          stating that You changed the files; and
-  To "convey" a work means any kind of propagation that enables other
+
-parties to make or receive copies.  Mere interaction with a user through
+      (c) You must retain, in the Source form of any Derivative Works
-a computer network, with no transfer of a copy, is not conveying.
+          that You distribute, all copyright, patent, trademark, and
-
+          attribution notices from the Source form of the Work,
-  An interactive user interface displays "Appropriate Legal Notices"
+          excluding those notices that do not pertain to any part of
-to the extent that it includes a convenient and prominently visible
+          the Derivative Works; and
-feature that (1) displays an appropriate copyright notice, and (2)
+
-tells the user that there is no warranty for the work (except to the
+      (d) If the Work includes a "NOTICE" text file as part of its
-extent that warranties are provided), that licensees may convey the
+          distribution, then any Derivative Works that You distribute must
-work under this License, and how to view a copy of this License.  If
+          include a readable copy of the attribution notices contained
-the interface presents a list of user commands or options, such as a
+          within such NOTICE file, excluding those notices that do not
-menu, a prominent item in the list meets this criterion.
+          pertain to any part of the Derivative Works, in at least one
-
+          of the following places: within a NOTICE text file distributed
-  1. Source Code.
+          as part of the Derivative Works; within the Source form or
-
+          documentation, if provided along with the Derivative Works; or,
-  The "source code" for a work means the preferred form of the work
+          within a display generated by the Derivative Works, if and
-for making modifications to it.  "Object code" means any non-source
+          wherever such third-party notices normally appear. The contents
-form of a work.
+          of the NOTICE file are for informational purposes only and
-
+          do not modify the License. You may add Your own attribution
-  A "Standard Interface" means an interface that either is an official
+          notices within Derivative Works that You distribute, alongside
-standard defined by a recognized standards body, or, in the case of
+          or as an addendum to the NOTICE text from the Work, provided
-interfaces specified for a particular programming language, one that
+          that such additional attribution notices cannot be construed
-is widely used among developers working in that language.
+          as modifying the License.
-
+
-  The "System Libraries" of an executable work include anything, other
+      You may add Your own copyright statement to Your modifications and
-than the work as a whole, that (a) is included in the normal form of
+      may provide additional or different license terms and conditions
-packaging a Major Component, but which is not part of that Major
+      for use, reproduction, or distribution of Your modifications, or
-Component, and (b) serves only to enable use of the work with that
+      for any such Derivative Works as a whole, provided Your use,
-Major Component, or to implement a Standard Interface for which an
+      reproduction, and distribution of the Work otherwise complies with
-implementation is available to the public in source code form.  A
+      the conditions stated in this License.
-"Major Component", in this context, means a major essential component
+
-(kernel, window system, and so on) of the specific operating system
+   5. Submission of Contributions. Unless You explicitly state otherwise,
-(if any) on which the executable work runs, or a compiler used to
+      any Contribution intentionally submitted for inclusion in the Work
-produce the work, or an object code interpreter used to run it.
+      by You to the Licensor shall be under the terms and conditions of
-
+      this License, without any additional terms or conditions.
-  The "Corresponding Source" for a work in object code form means all
+      Notwithstanding the above, nothing herein shall supersede or modify
-the source code needed to generate, install, and (for an executable
+      the terms of any separate license agreement you may have executed
-work) run the object code and to modify the work, including scripts to
+      with Licensor regarding such Contributions.
-control those activities.  However, it does not include the work's
+
-System Libraries, or general-purpose tools or generally available free
+   6. Trademarks. This License does not grant permission to use the trade
-programs which are used unmodified in performing those activities but
+      names, trademarks, service marks, or product names of the Licensor,
-which are not part of the work.  For example, Corresponding Source
+      except as required for reasonable and customary use in describing the
-includes interface definition files associated with source files for
+      origin of the Work and reproducing the content of the NOTICE file.
-the work, and the source code for shared libraries and dynamically
+
-linked subprograms that the work is specifically designed to require,
+   7. Disclaimer of Warranty. Unless required by applicable law or
-such as by intimate data communication or control flow between those
+      agreed to in writing, Licensor provides the Work (and each
-subprograms and other parts of the work.
+      Contributor provides its Contributions) on an "AS IS" BASIS,
-
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
-  The Corresponding Source need not include anything that users
+      implied, including, without limitation, any warranties or conditions
-can regenerate automatically from other parts of the Corresponding
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
-Source.
+      PARTICULAR PURPOSE. You are solely responsible for determining the
-
+      appropriateness of using or redistributing the Work and assume any
-  The Corresponding Source for a work in source code form is that
+      risks associated with Your exercise of permissions under this License.
-same work.
+
-
+   8. Limitation of Liability. In no event and under no legal theory,
-  2. Basic Permissions.
+      whether in tort (including negligence), contract, or otherwise,
-
+      unless required by applicable law (such as deliberate and grossly
-  All rights granted under this License are granted for the term of
+      negligent acts) or agreed to in writing, shall any Contributor be
-copyright on the Program, and are irrevocable provided the stated
+      liable to You for damages, including any direct, indirect, special,
-conditions are met.  This License explicitly affirms your unlimited
+      incidental, or consequential damages of any character arising as a
-permission to run the unmodified Program.  The output from running a
+      result of this License or out of the use or inability to use the
-covered work is covered by this License only if the output, given its
+      Work (including but not limited to damages for loss of goodwill,
-content, constitutes a covered work.  This License acknowledges your
+      work stoppage, computer failure or malfunction, or any and all
-rights of fair use or other equivalent, as provided by copyright law.
+      other commercial damages or losses), even if such Contributor
-
+      has been advised of the possibility of such damages.
-  You may make, run and propagate covered works that you do not
+
-convey, without conditions so long as your license otherwise remains
+   9. Accepting Warranty or Additional Liability. While redistributing
-in force.  You may convey covered works to others for the sole purpose
+      the Work or Derivative Works thereof, You may choose to offer,
-of having them make modifications exclusively for you, or provide you
+      and charge a fee for, acceptance of support, warranty, indemnity,
-with facilities for running those works, provided that you comply with
+      or other liability obligations and/or rights consistent with this
-the terms of this License in conveying all material for which you do
+      License. However, in accepting such obligations, You may act only
-not control copyright.  Those thus making or running the covered works
+      on Your own behalf and on Your sole responsibility, not on behalf
-for you must do so exclusively on your behalf, under your direction
+      of any other Contributor, and only if You agree to indemnify,
-and control, on terms that prohibit them from making any copies of
+      defend, and hold each Contributor harmless for any liability
-your copyrighted material outside their relationship with you.
+      incurred by, or claims asserted against, such Contributor by reason
-
+      of your accepting any such warranty or additional liability.
-  Conveying under any other circumstances is permitted solely under
+
-the conditions stated below.  Sublicensing is not allowed; section 10
+   END OF TERMS AND CONDITIONS
-makes it unnecessary.
+
-
+   APPENDIX: How to apply the Apache License to your work.
-  3. Protecting Users' Legal Rights From Anti-Circumvention Law.
+
-
+      To apply the Apache License to your work, attach the following
-  No covered work shall be deemed part of an effective technological
+      boilerplate notice, with the fields enclosed by brackets "[]"
-measure under any applicable law fulfilling obligations under article
+      replaced with your own identifying information. (Don't include
-11 of the WIPO copyright treaty adopted on 20 December 1996, or
+      the brackets!)  The text should be enclosed in the appropriate
-similar laws prohibiting or restricting circumvention of such
+      comment syntax for the file format. We also recommend that a
-measures.
+      file or class name and description of purpose be included on the
-
+      same "printed page" as the copyright notice for easier
-  When you convey a covered work, you waive any legal power to forbid
+      identification within third-party archives.
-circumvention of technological measures to the extent such circumvention
+
-is effected by exercising rights under this License with respect to
+   Copyright 2026 Mikkeli Matlock
-the covered work, and you disclaim any intention to limit operation or
+
-modification of the work as a means of enforcing, against the work's
+   Licensed under the Apache License, Version 2.0 (the "License");
-users, your or third parties' legal rights to forbid circumvention of
+   you may not use this file except in compliance with the License.
-technological measures.
+   You may obtain a copy of the License at
-
+
-  4. Conveying Verbatim Copies.
+       http://www.apache.org/licenses/LICENSE-2.0
-
+
-  You may convey verbatim copies of the Program's source code as you
+   Unless required by applicable law or agreed to in writing, software
-receive it, in any medium, provided that you conspicuously and
+   distributed under the License is distributed on an "AS IS" BASIS,
-appropriately publish on each copy an appropriate copyright notice;
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-keep intact all notices stating that this License and any
+   See the License for the specific language governing permissions and
-non-permissive terms added in accord with section 7 apply to the code;
+   limitations under the License.
-keep intact all notices of the absence of any warranty; and give all
-recipients a copy of this License along with the Program.
-
-  You may charge any price or no price for each copy that you convey,
-and you may offer support or warranty protection for a fee.
-
-  5. Conveying Modified Source Versions.
-
-  You may convey a work based on the Program, or the modifications to
-produce it from the Program, in the form of source code under the
-terms of section 4, provided that you also meet all of these conditions:
-
-    a) The work must carry prominent notices stating that you modified
-    it, and giving a relevant date.
-
-    b) The work must carry prominent notices stating that it is
-    released under this License and any conditions added under section
-    7.  This requirement modifies the requirement in section 4 to
-    "keep intact all notices".
-
-    c) You must license the entire work, as a whole, under this
-    License to anyone who comes into possession of a copy.  This
-    License will therefore apply, along with any applicable section 7
-    additional terms, to the whole of the work, and all its parts,
-    regardless of how they are packaged.  This License gives no
-    permission to license the work in any other way, but it does not
-    invalidate such permission if you have separately received it.
-
-    d) If the work has interactive user interfaces, each must display
-    Appropriate Legal Notices; however, if the Program has interactive
-    interfaces that do not display Appropriate Legal Notices, your
-    work need not make them do so.
-
-  A compilation of a covered work with other separate and independent
-works, which are not by their nature extensions of the covered work,
-and which are not combined with it such as to form a larger program,
-in or on a volume of a storage or distribution medium, is called an
-"aggregate" if the compilation and its resulting copyright are not
-used to limit the access or legal rights of the compilation's users
-beyond what the individual works permit.  Inclusion of a covered work
-in an aggregate does not cause this License to apply to the other
-parts of the aggregate.
-
-  6. Conveying Non-Source Forms.
-
-  You may convey a covered work in object code form under the terms
-of sections 4 and 5, provided that you also convey the
-machine-readable Corresponding Source under the terms of this License,
-in one of these ways:
-
-    a) Convey the object code in, or embodied in, a physical product
-    (including a physical distribution medium), accompanied by the
-    Corresponding Source fixed on a durable physical medium
-    customarily used for software interchange.
-
-    b) Convey the object code in, or embodied in, a physical product
-    (including a physical distribution medium), accompanied by a
-    written offer, valid for at least three years and valid for as
-    long as you offer spare parts or customer support for that product
-    model, to give anyone who possesses the object code either (1) a
-    copy of the Corresponding Source for all the software in the
-    product that is covered by this License, on a durable physical
-    medium customarily used for software interchange, for a price no
-    more than your reasonable cost of physically performing this
-    conveying of source, or (2) access to copy the
-    Corresponding Source from a network server at no charge.
-
-    c) Convey individual copies of the object code with a copy of the
-    written offer to provide the Corresponding Source.  This
-    alternative is allowed only occasionally and noncommercially, and
-    only if you received the object code with such an offer, in accord
-    with subsection 6b.
-
-    d) Convey the object code by offering access from a designated
-    place (gratis or for a charge), and offer equivalent access to the
-    Corresponding Source in the same way through the same place at no
-    further charge.  You need not require recipients to copy the
-    Corresponding Source along with the object code.  If the place to
-    copy the object code is a network server, the Corresponding Source
-    may be on a different server (operated by you or a third party)
-    that supports equivalent copying facilities, provided you maintain
-    clear directions next to the object code saying where to find the
-    Corresponding Source.  Regardless of what server hosts the
-    Corresponding Source, you remain obligated to ensure that it is
-    available for as long as needed to satisfy these requirements.
-
-    e) Convey the object code using peer-to-peer transmission, provided
-    you inform other peers where the object code and Corresponding
-    Source of the work are being offered to the general public at no
-    charge under subsection 6d.
-
-  A separable portion of the object code, whose source code is excluded
-from the Corresponding Source as a System Library, need not be
-included in conveying the object code work.
-
-  A "User Product" is either (1) a "consumer product", which means any
-tangible personal property which is normally used for personal, family,
-or household purposes, or (2) anything designed or sold for incorporation
-into a dwelling.  In determining whether a product is a consumer product,
-doubtful cases shall be resolved in favor of coverage.  For a particular
-product received by a particular user, "normally used" refers to a
-typical or common use of that class of product, regardless of the status
-of the particular user or of the way in which the particular user
-actually uses, or expects or is expected to use, the product.  A product
-is a consumer product regardless of whether the product has substantial
-commercial, industrial or non-consumer uses, unless such uses represent
-the only significant mode of use of the product.
-
-  "Installation Information" for a User Product means any methods,
-procedures, authorization keys, or other information required to install
-and execute modified versions of a covered work in that User Product from
-a modified version of its Corresponding Source.  The information must
-suffice to ensure that the continued functioning of the modified object
-code is in no case prevented or interfered with solely because
-modification has been made.
-
-  If you convey an object code work under this section in, or with, or
-specifically for use in, a User Product, and the conveying occurs as
-part of a transaction in which the right of possession and use of the
-User Product is transferred to the recipient in perpetuity or for a
-fixed term (regardless of how the transaction is characterized), the
-Corresponding Source conveyed under this section must be accompanied
-by the Installation Information.  But this requirement does not apply
-if neither you nor any third party retains the ability to install
-modified object code on the User Product (for example, the work has
-been installed in ROM).
-
-  The requirement to provide Installation Information does not include a
-requirement to continue to provide support service, warranty, or updates
-for a work that has been modified or installed by the recipient, or for
-the User Product in which it has been modified or installed.  Access to a
-network may be denied when the modification itself materially and
-adversely affects the operation of the network or violates the rules and
-protocols for communication across the network.
-
-  Corresponding Source conveyed, and Installation Information provided,
-in accord with this section must be in a format that is publicly
-documented (and with an implementation available to the public in
-source code form), and must require no special password or key for
-unpacking, reading or copying.
-
-  7. Additional Terms.
-
-  "Additional permissions" are terms that supplement the terms of this
-License by making exceptions from one or more of its conditions.
-Additional permissions that are applicable to the entire Program shall
-be treated as though they were included in this License, to the extent
-that they are valid under applicable law.  If additional permissions
-apply only to part of the Program, that part may be used separately
-under those permissions, but the entire Program remains governed by
-this License without regard to the additional permissions.
-
-  When you convey a copy of a covered work, you may at your option
-remove any additional permissions from that copy, or from any part of
-it.  (Additional permissions may be written to require their own
-removal in certain cases when you modify the work.)  You may place
-additional permissions on material, added by you to a covered work,
-for which you have or can give appropriate copyright permission.
-
-  Notwithstanding any other provision of this License, for material you
-add to a covered work, you may (if authorized by the copyright holders of
-that material) supplement the terms of this License with terms:
-
-    a) Disclaiming warranty or limiting liability differently from the
-    terms of sections 15 and 16 of this License; or
-
-    b) Requiring preservation of specified reasonable legal notices or
-    author attributions in that material or in the Appropriate Legal
-    Notices displayed by works containing it; or
-
-    c) Prohibiting misrepresentation of the origin of that material, or
-    requiring that modified versions of such material be marked in
-    reasonable ways as different from the original version; or
-
-    d) Limiting the use for publicity purposes of names of licensors or
-    authors of the material; or
-
-    e) Declining to grant rights under trademark law for use of some
-    trade names, trademarks, or service marks; or
-
-    f) Requiring indemnification of licensors and authors of that
-    material by anyone who conveys the material (or modified versions of
-    it) with contractual assumptions of liability to the recipient, for
-    any liability that these contractual assumptions directly impose on
-    those licensors and authors.
-
-  All other non-permissive additional terms are considered "further
-restrictions" within the meaning of section 10.  If the Program as you
-received it, or any part of it, contains a notice stating that it is
-governed by this License along with a term that is a further
-restriction, you may remove that term.  If a license document contains
-a further restriction but permits relicensing or conveying under this
-License, you may add to a covered work material governed by the terms
-of that license document, provided that the further restriction does
-not survive such relicensing or conveying.
-
-  If you add terms to a covered work in accord with this section, you
-must place, in the relevant source files, a statement of the
-additional terms that apply to those files, or a notice indicating
-where to find the applicable terms.
-
-  Additional terms, permissive or non-permissive, may be stated in the
-form of a separately written license, or stated as exceptions;
-the above requirements apply either way.
-
-  8. Termination.
-
-  You may not propagate or modify a covered work except as expressly
-provided under this License.  Any attempt otherwise to propagate or
-modify it is void, and will automatically terminate your rights under
-this License (including any patent licenses granted under the third
-paragraph of section 11).
-
-  However, if you cease all violation of this License, then your
-license from a particular copyright holder is reinstated (a)
-provisionally, unless and until the copyright holder explicitly and
-finally terminates your license, and (b) permanently, if the copyright
-holder fails to notify you of the violation by some reasonable means
-prior to 60 days after the cessation.
-
-  Moreover, your license from a particular copyright holder is
-reinstated permanently if the copyright holder notifies you of the
-violation by some reasonable means, this is the first time you have
-received notice of violation of this License (for any work) from that
-copyright holder, and you cure the violation prior to 30 days after
-your receipt of the notice.
-
-  Termination of your rights under this section does not terminate the
-licenses of parties who have received copies or rights from you under
-this License.  If your rights have been terminated and not permanently
-reinstated, you do not qualify to receive new licenses for the same
-material under section 10.
-
-  9. Acceptance Not Required for Having Copies.
-
-  You are not required to accept this License in order to receive or
-run a copy of the Program.  Ancillary propagation of a covered work
-occurring solely as a consequence of using peer-to-peer transmission
-to receive a copy likewise does not require acceptance.  However,
-nothing other than this License grants you permission to propagate or
-modify any covered work.  These actions infringe copyright if you do
-not accept this License.  Therefore, by modifying or propagating a
-covered work, you indicate your acceptance of this License to do so.
-
-  10. Automatic Licensing of Downstream Recipients.
-
-  Each time you convey a covered work, the recipient automatically
-receives a license from the original licensors, to run, modify and
-propagate that work, subject to this License.  You are not responsible
-for enforcing compliance by third parties with this License.
-
-  An "entity transaction" is a transaction transferring control of an
-organization, or substantially all assets of one, or subdividing an
-organization, or merging organizations.  If propagation of a covered
-work results from an entity transaction, each party to that
-transaction who receives a copy of the work also receives whatever
-licenses to the work the party's predecessor in interest had or could
-give under the previous paragraph, plus a right to possession of the
-Corresponding Source of the work from the predecessor in interest, if
-the predecessor has it or can get it with reasonable efforts.
-
-  You may not impose any further restrictions on the exercise of the
-rights granted or affirmed under this License.  For example, you may
-not impose a license fee, royalty, or other charge for exercise of
-rights granted under this License, and you may not initiate litigation
-(including a cross-claim or counterclaim in a lawsuit) alleging that
-any patent claim is infringed by making, using, selling, offering for
-sale, or importing the Program or any portion of it.
-
-  11. Patents.
-
-  A "contributor" is a copyright holder who authorizes use under this
-License of the Program or a work on which the Program is based.  The
-work thus licensed is called the contributor's "contributor version".
-
-  A contributor's "essential patent claims" are all patent claims
-owned or controlled by the contributor, whether already acquired or
-hereafter acquired, that would be infringed by some manner, permitted
-by this License, of making, using, or selling its contributor version,
-but do not include claims that would be infringed only as a
-consequence of further modification of the contributor version.  For
-purposes of this definition, "control" includes the right to grant
-patent sublicenses in a manner consistent with the requirements of
-this License.
-
-  Each contributor grants you a non-exclusive, worldwide, royalty-free
-patent license under the contributor's essential patent claims, to
-make, use, sell, offer for sale, import and otherwise run, modify and
-propagate the contents of its contributor version.
-
-  In the following three paragraphs, a "patent license" is any express
-agreement or commitment, however denominated, not to enforce a patent
-(such as an express permission to practice a patent or covenant not to
-sue for patent infringement).  To "grant" such a patent license to a
-party means to make such an agreement or commitment not to enforce a
-patent against the party.
-
-  If you convey a covered work, knowingly relying on a patent license,
-and the Corresponding Source of the work is not available for anyone
-to copy, free of charge and under the terms of this License, through a
-publicly available network server or other readily accessible means,
-then you must either (1) cause the Corresponding Source to be so
-available, or (2) arrange to deprive yourself of the benefit of the
-patent license for this particular work, or (3) arrange, in a manner
-consistent with the requirements of this License, to extend the patent
-license to downstream recipients.  "Knowingly relying" means you have
-actual knowledge that, but for the patent license, your conveying the
-covered work in a country, or your recipient's use of the covered work
-in a country, would infringe one or more identifiable patents in that
-country that you have reason to believe are valid.
-
-  If, pursuant to or in connection with a single transaction or
-arrangement, you convey, or propagate by procuring conveyance of, a
-covered work, and grant a patent license to some of the parties
-receiving the covered work authorizing them to use, propagate, modify
-or convey a specific copy of the covered work, then the patent license
-you grant is automatically extended to all recipients of the covered
-work and works based on it.
-
-  A patent license is "discriminatory" if it does not include within
-the scope of its coverage, prohibits the exercise of, or is
-conditioned on the non-exercise of one or more of the rights that are
-specifically granted under this License.  You may not convey a covered
-work if you are a party to an arrangement with a third party that is
-in the business of distributing software, under which you make payment
-to the third party based on the extent of your activity of conveying
-the work, and under which the third party grants, to any of the
-parties who would receive the covered work from you, a discriminatory
-patent license (a) in connection with copies of the covered work
-conveyed by you (or copies made from those copies), or (b) primarily
-for and in connection with specific products or compilations that
-contain the covered work, unless you entered into that arrangement,
-or that patent license was granted, prior to 28 March 2007.
-
-  Nothing in this License shall be construed as excluding or limiting
-any implied license or other defenses to infringement that may
-otherwise be available to you under applicable patent law.
-
-  12. No Surrender of Others' Freedom.
-
-  If conditions are imposed on you (whether by court order, agreement or
-otherwise) that contradict the conditions of this License, they do not
-excuse you from the conditions of this License.  If you cannot convey a
-covered work so as to satisfy simultaneously your obligations under this
-License and any other pertinent obligations, then as a consequence you may
-not convey it at all.  For example, if you agree to terms that obligate you
-to collect a royalty for further conveying from those to whom you convey
-the Program, the only way you could satisfy both those terms and this
-License would be to refrain entirely from conveying the Program.
-
-  13. Use with the GNU Affero General Public License.
-
-  Notwithstanding any other provision of this License, you have
-permission to link or combine any covered work with a work licensed
-under version 3 of the GNU Affero General Public License into a single
-combined work, and to convey the resulting work.  The terms of this
-License will continue to apply to the part which is the covered work,
-but the special requirements of the GNU Affero General Public License,
-section 13, concerning interaction through a network will apply to the
-combination as such.
-
-  14. Revised Versions of this License.
-
-  The Free Software Foundation may publish revised and/or new versions of
-the GNU General Public License from time to time.  Such new versions will
-be similar in spirit to the present version, but may differ in detail to
-address new problems or concerns.
-
-  Each version is given a distinguishing version number.  If the
-Program specifies that a certain numbered version of the GNU General
-Public License "or any later version" applies to it, you have the
-option of following the terms and conditions either of that numbered
-version or of any later version published by the Free Software
-Foundation.  If the Program does not specify a version number of the
-GNU General Public License, you may choose any version ever published
-by the Free Software Foundation.
-
-  If the Program specifies that a proxy can decide which future
-versions of the GNU General Public License can be used, that proxy's
-public statement of acceptance of a version permanently authorizes you
-to choose that version for the Program.
-
-  Later license versions may give you additional or different
-permissions.  However, no additional obligations are imposed on any
-author or copyright holder as a result of your choosing to follow a
-later version.
-
-  15. Disclaimer of Warranty.
-
-  THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
-APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT
-HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY
-OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,
-THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
-PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
-IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
-ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
-
-  16. Limitation of Liability.
-
-  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
-WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
-THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
-GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
-USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
-DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
-PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
-EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
-SUCH DAMAGES.
-
-  17. Interpretation of Sections 15 and 16.
-
-  If the disclaimer of warranty and limitation of liability provided
-above cannot be given local legal effect according to their terms,
-reviewing courts shall apply local law that most closely approximates
-an absolute waiver of all civil liability in connection with the
-Program, unless a warranty or assumption of liability accompanies a
-copy of the Program in return for a fee.
-
-                     END OF TERMS AND CONDITIONS
-
-            How to Apply These Terms to Your New Programs
-
-  If you develop a new program, and you want it to be of the greatest
-possible use to the public, the best way to achieve this is to make it
-free software which everyone can redistribute and change under these terms.
-
-  To do so, attach the following notices to the program.  It is safest
-to attach them to the start of each source file to most effectively
-state the exclusion of warranty; and each file should have at least
-the "copyright" line and a pointer to where the full notice is found.
-
-    <one line to give the program's name and a brief idea of what it does.>
-    Copyright (C) <year>  <name of author>
-
-    This program is free software: you can redistribute it and/or modify
-    it under the terms of the GNU General Public License as published by
-    the Free Software Foundation, either version 3 of the License, or
-    (at your option) any later version.
-
-    This program is distributed in the hope that it will be useful,
-    but WITHOUT ANY WARRANTY; without even the implied warranty of
-    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    GNU General Public License for more details.
-
-    You should have received a copy of the GNU General Public License
-    along with this program.  If not, see <https://www.gnu.org/licenses/>.
-
-Also add information on how to contact you by electronic and paper mail.
-
-  If the program does terminal interaction, make it output a short
-notice like this when it starts in an interactive mode:
-
-    <program>  Copyright (C) <year>  <name of author>
-    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
-    This is free software, and you are welcome to redistribute it
-    under certain conditions; type `show c' for details.
-
-The hypothetical commands `show w' and `show c' should show the appropriate
-parts of the General Public License.  Of course, your program's commands
-might be different; for a GUI interface, you would use an "about box".
-
-  You should also get your employer (if you work as a programmer) or school,
-if any, to sign a "copyright disclaimer" for the program, if necessary.
-For more information on this, and how to apply and follow the GNU GPL, see
-<https://www.gnu.org/licenses/>.
-
-  The GNU General Public License does not permit incorporating your program
-into proprietary programs.  If your program is a subroutine library, you
-may consider it more useful to permit linking proprietary applications with
-the library.  If this is what you want to do, use the GNU Lesser General
-Public License instead of this License.  But first, please read
-<https://www.gnu.org/licenses/why-not-lgpl.html>.

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`.

analysis_results_manager.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 """
 Analysis Results Manager - Bridge between audio processing and GUI.
 Manages analysis queue and coordinates between components.

audio_visualization_widget.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 """
 Interactive visualization widget built on pyqtgraph.
 

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

font_manager.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 """
 Font management system with CJK fallback support.
 Handles matplotlib and Qt font configuration with licensing-safe approach.

logger_setup.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 """
 Logging configuration for the Audio Mastering Toolkit.
 Provides CLI configurable logging with different verbosity levels.

main.py

@@ -1,420 +1,421 @@
-import sys
+# SPDX-License-Identifier: Apache-2.0
-import os
+import sys
-import logging
+import os
-from PyQt5.QtWidgets import (QApplication, QMainWindow, QWidget, QVBoxLayout, 
+import logging
-                            QHBoxLayout, QSplitter, QLabel, QListWidget, 
+from PyQt5.QtWidgets import (QApplication, QMainWindow, QWidget, QVBoxLayout, 
-                            QTextEdit, QListWidgetItem, QPushButton, QFileDialog)
+                            QHBoxLayout, QSplitter, QLabel, QListWidget, 
-from PyQt5.QtCore import Qt
+                            QTextEdit, QListWidgetItem, QPushButton, QFileDialog)
-
+from PyQt5.QtCore import Qt
-from audio_visualization_widget import AudioVisualizationWidget, dataset_color
+
-from analysis_results_manager import AnalysisResultsManager
+from audio_visualization_widget import AudioVisualizationWidget, dataset_color
-from logger_setup import setup_logging, parse_log_args
+from analysis_results_manager import AnalysisResultsManager
-from font_manager import initialize_fonts, apply_fixed_font
+from logger_setup import setup_logging, parse_log_args
-from plot_control_widget import PlotControlWidget
+from font_manager import initialize_fonts, apply_fixed_font
-from ref_line_widget import RefLineControlWidget, RefLineDialog
+from plot_control_widget import PlotControlWidget
-from metrics import METRICS
+from ref_line_widget import RefLineControlWidget, RefLineDialog
-from plotspec import RefLineProps, apply_x_mode
+from metrics import METRICS
-
+from plotspec import RefLineProps, apply_x_mode
-
+
-class MainWindow(QMainWindow):
+
-    """Main application window with modular audio analysis interface."""
+class MainWindow(QMainWindow):
-    
+    """Main application window with modular audio analysis interface."""
-    def __init__(self):
+    
-        super().__init__()
+    def __init__(self):
-        self.logger = logging.getLogger(__name__)
+        super().__init__()
-        self.analysis_manager = AnalysisResultsManager()
+        self.logger = logging.getLogger(__name__)
-        # Guards programmatic list mutations from triggering re-render storms.
+        self.analysis_manager = AnalysisResultsManager()
-        self._suppress_list_signals = False
+        # Guards programmatic list mutations from triggering re-render storms.
-        # Reference lines are kept per metric (a -14 LUFS line means nothing on a
+        self._suppress_list_signals = False
-        # spectrogram), so they persist when you switch metrics and come back.
+        # Reference lines are kept per metric (a -14 LUFS line means nothing on a
-        self.ref_lines_by_metric: dict[str, list[RefLineProps]] = {}
+        # spectrogram), so they persist when you switch metrics and come back.
-        self.initUI()
+        self.ref_lines_by_metric: dict[str, list[RefLineProps]] = {}
-        self.connect_signals()
+        self.initUI()
-        self._activate_ref_lines()
+        self.connect_signals()
-    
+        self._activate_ref_lines()
-    def initUI(self):
+    
-        """Initialize the user interface."""
+    def initUI(self):
-        self.setWindowTitle('Audio Mastering Analysis Toolkit')
+        """Initialize the user interface."""
-        self.setGeometry(100, 100, 1200, 700)
+        self.setWindowTitle('Audio Mastering Analysis Toolkit')
-        self.setAcceptDrops(True)
+        self.setGeometry(100, 100, 1200, 700)
-        
+        self.setAcceptDrops(True)
-        # Create central widget with splitter
+        
-        central_widget = QWidget()
+        # Create central widget with splitter
-        self.setCentralWidget(central_widget)
+        central_widget = QWidget()
-        
+        self.setCentralWidget(central_widget)
-        # Main horizontal layout
+        
-        main_layout = QHBoxLayout(central_widget)
+        # Main horizontal layout
-        splitter = QSplitter(Qt.Horizontal)
+        main_layout = QHBoxLayout(central_widget)
-        main_layout.addWidget(splitter)
+        splitter = QSplitter(Qt.Horizontal)
-        
+        main_layout.addWidget(splitter)
-        # Left panel - File list and metadata
+        
-        left_panel = self.create_left_panel()
+        # Left panel - File list and metadata
-        splitter.addWidget(left_panel)
+        left_panel = self.create_left_panel()
-        
+        splitter.addWidget(left_panel)
-        # Right panel - Visualization
+        
-        self.visualization_widget = AudioVisualizationWidget()
+        # Right panel - Visualization
-        splitter.addWidget(self.visualization_widget)
+        self.visualization_widget = AudioVisualizationWidget()
-        
+        splitter.addWidget(self.visualization_widget)
-        # Set splitter proportions
+        
-        splitter.setSizes([300, 900])  # Left panel narrower than visualization
+        # Set splitter proportions
-    
+        splitter.setSizes([300, 900])  # Left panel narrower than visualization
-    def create_left_panel(self):
+    
-        """Create the left panel with file list and metadata."""
+    def create_left_panel(self):
-        panel = QWidget()
+        """Create the left panel with file list and metadata."""
-        layout = QVBoxLayout(panel)
+        panel = QWidget()
-        
+        layout = QVBoxLayout(panel)
-        # Open File button
+        
-        self.open_file_button = QPushButton("Open Audio File...")
+        # Open File button
-        self.open_file_button.clicked.connect(self.open_file_dialog)
+        self.open_file_button = QPushButton("Open Audio File...")
-        layout.addWidget(self.open_file_button)
+        self.open_file_button.clicked.connect(self.open_file_dialog)
-
+        layout.addWidget(self.open_file_button)
-        # Plot control cluster (metric selector + scale toggle + refresh)
+
-        self.plot_control = PlotControlWidget()
+        # Plot control cluster (metric selector + scale toggle + refresh)
-        self.plot_control.metricChanged.connect(self.on_metric_changed)
+        self.plot_control = PlotControlWidget()
-        self.plot_control.viewChanged.connect(self.on_view_changed)
+        self.plot_control.metricChanged.connect(self.on_metric_changed)
-        self.plot_control.plotRefreshRequested.connect(self.on_plot_refresh_requested)
+        self.plot_control.viewChanged.connect(self.on_view_changed)
-        layout.addWidget(self.plot_control)
+        self.plot_control.plotRefreshRequested.connect(self.on_plot_refresh_requested)
-
+        layout.addWidget(self.plot_control)
-        # Reference-line management cluster (list + add/edit/remove/clear).
+
-        self.ref_line_control = RefLineControlWidget()
+        # Reference-line management cluster (list + add/edit/remove/clear).
-        self.ref_line_control.addRequested.connect(self.on_add_reference_line)
+        self.ref_line_control = RefLineControlWidget()
-        self.ref_line_control.editRequested.connect(self.on_edit_reference_line)
+        self.ref_line_control.addRequested.connect(self.on_add_reference_line)
-        self.ref_line_control.removeRequested.connect(self.on_remove_reference_line)
+        self.ref_line_control.editRequested.connect(self.on_edit_reference_line)
-        self.ref_line_control.clearRequested.connect(self.on_clear_reference_lines)
+        self.ref_line_control.removeRequested.connect(self.on_remove_reference_line)
-        layout.addWidget(self.ref_line_control)
+        self.ref_line_control.clearRequested.connect(self.on_clear_reference_lines)
-
+        layout.addWidget(self.ref_line_control)
-        # File list. Each item carries a checkbox: the checked set is the overlay
+
-        # set drawn on the graph; the highlighted item drives the metadata panel.
+        # File list. Each item carries a checkbox: the checked set is the overlay
-        self.file_list_label = QLabel("Analyzed Files (tick to overlay):")
+        # set drawn on the graph; the highlighted item drives the metadata panel.
-        layout.addWidget(self.file_list_label)
+        self.file_list_label = QLabel("Analyzed Files (tick to overlay):")
-
+        layout.addWidget(self.file_list_label)
-        self.file_list = QListWidget()
+
-        self.file_list.itemClicked.connect(self.on_file_selected)
+        self.file_list = QListWidget()
-        self.file_list.itemChanged.connect(self.on_file_check_changed)
+        self.file_list.itemClicked.connect(self.on_file_selected)
-        layout.addWidget(self.file_list)
+        self.file_list.itemChanged.connect(self.on_file_check_changed)
-        
+        layout.addWidget(self.file_list)
-        # Metadata display
+        
-        self.metadata_label = QLabel("File Information:")
+        # Metadata display
-        layout.addWidget(self.metadata_label)
+        self.metadata_label = QLabel("File Information:")
-        
+        layout.addWidget(self.metadata_label)
-        self.metadata_display = QTextEdit()
+        
-        self.metadata_display.setReadOnly(True)
+        self.metadata_display = QTextEdit()
-        self.metadata_display.setMaximumHeight(150)
+        self.metadata_display.setReadOnly(True)
-        layout.addWidget(self.metadata_display)
+        self.metadata_display.setMaximumHeight(150)
-        
+        layout.addWidget(self.metadata_display)
-        # Instructions
+        
-        instructions = QLabel(
+        # Instructions
-            "Drag and drop audio files (.mp3, .wav) onto this window to analyze them."
+        instructions = QLabel(
-        )
+            "Drag and drop audio files (.mp3, .wav) onto this window to analyze them."
-        instructions.setWordWrap(True)
+        )
-        instructions.setStyleSheet("color: gray; font-style: italic;")
+        instructions.setWordWrap(True)
-        layout.addWidget(instructions)
+        instructions.setStyleSheet("color: gray; font-style: italic;")
-        
+        layout.addWidget(instructions)
-        return panel
+        
-    
+        return panel
-    def connect_signals(self):
+    
-        """Connect analysis manager signals to GUI updates."""
+    def connect_signals(self):
-        self.analysis_manager.analysisStarted.connect(self.on_analysis_started)
+        """Connect analysis manager signals to GUI updates."""
-        self.analysis_manager.analysisCompleted.connect(self.on_analysis_completed)
+        self.analysis_manager.analysisStarted.connect(self.on_analysis_started)
-        self.analysis_manager.analysisError.connect(self.on_analysis_error)
+        self.analysis_manager.analysisCompleted.connect(self.on_analysis_completed)
-        self.analysis_manager.progressUpdate.connect(self.on_progress_update)
+        self.analysis_manager.analysisError.connect(self.on_analysis_error)
-        self.analysis_manager.metricComputeStarted.connect(self.on_metric_compute_started)
+        self.analysis_manager.progressUpdate.connect(self.on_progress_update)
-        self.analysis_manager.metricReady.connect(self.on_metric_ready)
+        self.analysis_manager.metricComputeStarted.connect(self.on_metric_compute_started)
-        self.analysis_manager.metricComputeError.connect(self.on_metric_compute_error)
+        self.analysis_manager.metricReady.connect(self.on_metric_ready)
-        self.analysis_manager.metricTiming.connect(self.on_metric_timing)
+        self.analysis_manager.metricComputeError.connect(self.on_metric_compute_error)
-        self.visualization_widget.referenceLineMoved.connect(self.on_reference_line_moved)
+        self.analysis_manager.metricTiming.connect(self.on_metric_timing)
-    
+        self.visualization_widget.referenceLineMoved.connect(self.on_reference_line_moved)
-    def closeEvent(self, event):
+    
-        """Stop background analysis/prefetch threads before the window closes."""
+    def closeEvent(self, event):
-        self.analysis_manager.shutdown()
+        """Stop background analysis/prefetch threads before the window closes."""
-        super().closeEvent(event)
+        self.analysis_manager.shutdown()
-
+        super().closeEvent(event)
-    def dragEnterEvent(self, event):
+
-        """Handle drag enter event for file drops."""
+    def dragEnterEvent(self, event):
-        if event.mimeData().hasUrls():
+        """Handle drag enter event for file drops."""
-            # Check if any files have audio extensions
+        if event.mimeData().hasUrls():
-            urls = event.mimeData().urls()
+            # Check if any files have audio extensions
-            for url in urls:
+            urls = event.mimeData().urls()
-                file_path = url.toLocalFile()
+            for url in urls:
-                if file_path.lower().endswith(('.mp3', '.wav', '.flac')):
+                file_path = url.toLocalFile()
-                    event.accept()
+                if file_path.lower().endswith(('.mp3', '.wav', '.flac')):
-                    return
+                    event.accept()
-        event.ignore()
+                    return
-    
+        event.ignore()
-    def dropEvent(self, event):
+    
-        """Handle file drop event."""
+    def dropEvent(self, event):
-        files = [u.toLocalFile() for u in event.mimeData().urls()]
+        """Handle file drop event."""
-        audio_files = [f for f in files if f.lower().endswith(('.mp3', '.wav', '.flac'))]
+        files = [u.toLocalFile() for u in event.mimeData().urls()]
-        
+        audio_files = [f for f in files if f.lower().endswith(('.mp3', '.wav', '.flac'))]
-        self.logger.info(f"Files dropped: {len(files)} total, {len(audio_files)} audio files")
+        
-        
+        self.logger.info(f"Files dropped: {len(files)} total, {len(audio_files)} audio files")
-        if audio_files:
+        
-            # Analyze the first audio file
+        if audio_files:
-            # TODO: Add support for multiple file queue
+            # Analyze the first audio file
-            file_path = audio_files[0]
+            # TODO: Add support for multiple file queue
-            self.logger.info(f"Starting analysis of dropped file: {os.path.basename(file_path)}")
+            file_path = audio_files[0]
-            self.analysis_manager.analyze_file(file_path, self.plot_control.current_metric_id())
+            self.logger.info(f"Starting analysis of dropped file: {os.path.basename(file_path)}")
-        else:
+            self.analysis_manager.analyze_file(file_path, self.plot_control.current_metric_id())
-            self.visualization_widget.set_status("No audio files detected in drop")
+        else:
-            self.logger.warning("No supported audio files found in drop")
+            self.visualization_widget.set_status("No audio files detected in drop")
-    
+            self.logger.warning("No supported audio files found in drop")
-    def open_file_dialog(self):
+    
-        """Open file dialog to select audio files for analysis."""
+    def open_file_dialog(self):
-        file_path, _ = QFileDialog.getOpenFileName(
+        """Open file dialog to select audio files for analysis."""
-            self,
+        file_path, _ = QFileDialog.getOpenFileName(
-            "Select Audio File",
+            self,
-            "",  # Default directory (empty = current directory)
+            "Select Audio File",
-            "Audio Files (*.mp3 *.wav *.flac);;All Files (*)"
+            "",  # Default directory (empty = current directory)
-        )
+            "Audio Files (*.mp3 *.wav *.flac);;All Files (*)"
-        
+        )
-        if file_path:  # User selected a file (didn't cancel)
+        
-            self.logger.info(f"File selected via dialog: {os.path.basename(file_path)}")
+        if file_path:  # User selected a file (didn't cancel)
-            self.analysis_manager.analyze_file(file_path, self.plot_control.current_metric_id())
+            self.logger.info(f"File selected via dialog: {os.path.basename(file_path)}")
-    
+            self.analysis_manager.analyze_file(file_path, self.plot_control.current_metric_id())
-    def on_analysis_started(self, file_path):
+    
-        """Called when analysis starts."""
+    def on_analysis_started(self, file_path):
-        filename = os.path.basename(file_path)
+        """Called when analysis starts."""
-        self.visualization_widget.set_status(f"Analyzing: {filename}...")
+        filename = os.path.basename(file_path)
-    
+        self.visualization_widget.set_status(f"Analyzing: {filename}...")
-    def on_analysis_completed(self, file_path, result):
+    
-        """Called when analysis completes successfully."""
+    def on_analysis_completed(self, file_path, result):
-        filename = os.path.basename(file_path)
+        """Called when analysis completes successfully."""
-
+        filename = os.path.basename(file_path)
-        # Add to file list (checked, so it joins the overlay set) if not present.
+
-        item = self._item_for_path(file_path)
+        # Add to file list (checked, so it joins the overlay set) if not present.
-        if item is None:
+        item = self._item_for_path(file_path)
-            self._suppress_list_signals = True
+        if item is None:
-            item = QListWidgetItem(filename)
+            self._suppress_list_signals = True
-            item.setData(Qt.UserRole, file_path)  # Store full path
+            item = QListWidgetItem(filename)
-            item.setFlags(item.flags() | Qt.ItemIsUserCheckable)
+            item.setData(Qt.UserRole, file_path)  # Store full path
-            item.setCheckState(Qt.Checked)
+            item.setFlags(item.flags() | Qt.ItemIsUserCheckable)
-            self.file_list.addItem(item)
+            item.setCheckState(Qt.Checked)
-            self._suppress_list_signals = False
+            self.file_list.addItem(item)
-
+            self._suppress_list_signals = False
-        # Update metadata display and highlight the analyzed file.
+
-        self.metadata_display.setText(self.analysis_manager.get_metadata_text(file_path))
+        # Update metadata display and highlight the analyzed file.
-        self.file_list.setCurrentItem(item)
+        self.metadata_display.setText(self.analysis_manager.get_metadata_text(file_path))
-
+        self.file_list.setCurrentItem(item)
-        # Redraw the overlay set for the current metric.
+
-        self._refresh_view()
+        # Redraw the overlay set for the current metric.
-    
+        self._refresh_view()
-    def on_analysis_error(self, file_path, error_message):
+    
-        """Called when analysis fails."""
+    def on_analysis_error(self, file_path, error_message):
-        filename = os.path.basename(file_path)
+        """Called when analysis fails."""
-        self.logger.error(f"Analysis failed for {filename}: {error_message}")
+        filename = os.path.basename(file_path)
-        self.visualization_widget.set_status(f"Error analyzing {filename}: {error_message}")
+        self.logger.error(f"Analysis failed for {filename}: {error_message}")
-    
+        self.visualization_widget.set_status(f"Error analyzing {filename}: {error_message}")
-    def on_progress_update(self, message, percentage):
+    
-        """Called when analysis progress updates.
+    def on_progress_update(self, message, percentage):
-
+        """Called when analysis progress updates.
-        The messages already carry phase + timing; the percentage was a coarse
+
-        fake (load jumped 10->done), so it's logged but not shown in the slip.
+        The messages already carry phase + timing; the percentage was a coarse
-        """
+        fake (load jumped 10->done), so it's logged but not shown in the slip.
-        self.logger.debug(f"Progress: {message} ({percentage}%)")
+        """
-        self.visualization_widget.set_status(message)
+        self.logger.debug(f"Progress: {message} ({percentage}%)")
-    
+        self.visualization_widget.set_status(message)
-    def on_file_selected(self, item):
+    
-        """Called when a file is highlighted (drives the metadata panel only)."""
+    def on_file_selected(self, item):
-        file_path = item.data(Qt.UserRole)
+        """Called when a file is highlighted (drives the metadata panel only)."""
-        self.metadata_display.setText(self.analysis_manager.get_metadata_text(file_path))
+        file_path = item.data(Qt.UserRole)
-
+        self.metadata_display.setText(self.analysis_manager.get_metadata_text(file_path))
-    def on_file_check_changed(self, _item):
+
-        """A checkbox toggled — the overlay set changed; redraw."""
+    def on_file_check_changed(self, _item):
-        if self._suppress_list_signals:
+        """A checkbox toggled — the overlay set changed; redraw."""
-            return
+        if self._suppress_list_signals:
-        self._refresh_view()
+            return
-
+        self._refresh_view()
-    def on_metric_changed(self, metric_id: str):
+
-        """Called when the metric selector changes."""
+    def on_metric_changed(self, metric_id: str):
-        self.logger.info(f"Metric changed via GUI: {metric_id}")
+        """Called when the metric selector changes."""
-        # Reference lines are kept per metric, so swap in this metric's set rather
+        self.logger.info(f"Metric changed via GUI: {metric_id}")
-        # than discarding — switch away and back and your lines are still there.
+        # Reference lines are kept per metric, so swap in this metric's set rather
-        self._activate_ref_lines()
+        # than discarding — switch away and back and your lines are still there.
-        self._refresh_view()
+        self._activate_ref_lines()
-
+        self._refresh_view()
-    def on_add_reference_line(self):
+
-        """Add a reference line at the current view centre, then edit it."""
+    def on_add_reference_line(self):
-        value = self.visualization_widget.current_view_center_value()
+        """Add a reference line at the current view centre, then edit it."""
-        props = RefLineProps(value=round(value, 2))
+        value = self.visualization_widget.current_view_center_value()
-        self.ref_lines.append(props)
+        props = RefLineProps(value=round(value, 2))
-        self._sync_ref_lines()
+        self.ref_lines.append(props)
-        # Open the editor immediately so colour/tag/value can be set right away.
+        self._sync_ref_lines()
-        self.on_edit_reference_line(len(self.ref_lines) - 1)
+        # Open the editor immediately so colour/tag/value can be set right away.
-
+        self.on_edit_reference_line(len(self.ref_lines) - 1)
-    def on_edit_reference_line(self, index: int):
+
-        """Open the properties dialog for a reference line."""
+    def on_edit_reference_line(self, index: int):
-        if not (0 <= index < len(self.ref_lines)):
+        """Open the properties dialog for a reference line."""
-            return
+        if not (0 <= index < len(self.ref_lines)):
-        dialog = RefLineDialog(self, self.ref_lines[index], value_units=self._ref_value_units())
+            return
-        if dialog.exec_():
+        dialog = RefLineDialog(self, self.ref_lines[index], value_units=self._ref_value_units())
-            self.ref_lines[index] = dialog.result_props()
+        if dialog.exec_():
-            self._sync_ref_lines()
+            self.ref_lines[index] = dialog.result_props()
-
+            self._sync_ref_lines()
-    def on_remove_reference_line(self, index: int):
+
-        """Delete a reference line."""
+    def on_remove_reference_line(self, index: int):
-        if 0 <= index < len(self.ref_lines):
+        """Delete a reference line."""
-            del self.ref_lines[index]
+        if 0 <= index < len(self.ref_lines):
-            self._sync_ref_lines()
+            del self.ref_lines[index]
-
+            self._sync_ref_lines()
-    def on_clear_reference_lines(self):
+
-        """Remove all custom reference lines for the current metric."""
+    def on_clear_reference_lines(self):
-        self.ref_lines.clear()
+        """Remove all custom reference lines for the current metric."""
-        self._sync_ref_lines()
+        self.ref_lines.clear()
-
+        self._sync_ref_lines()
-    def on_reference_line_moved(self, index: int):
+
-        """A line was dragged on the plot — its value is already updated; refresh list."""
+    def on_reference_line_moved(self, index: int):
-        self.ref_line_control.set_lines(self.ref_lines)
+        """A line was dragged on the plot — its value is already updated; refresh list."""
-
+        self.ref_line_control.set_lines(self.ref_lines)
-    def _activate_ref_lines(self):
+
-        """Point `self.ref_lines` at the current metric's set and sync the UI."""
+    def _activate_ref_lines(self):
-        metric_id = self.plot_control.current_metric_id()
+        """Point `self.ref_lines` at the current metric's set and sync the UI."""
-        self.ref_lines = self.ref_lines_by_metric.setdefault(metric_id, [])
+        metric_id = self.plot_control.current_metric_id()
-        self._sync_ref_lines()
+        self.ref_lines = self.ref_lines_by_metric.setdefault(metric_id, [])
-
+        self._sync_ref_lines()
-    def _ref_value_units(self) -> str:
+
-        """Units a reference line's value is expressed in for the current metric."""
+    def _ref_value_units(self) -> str:
-        return "Hz" if self.plot_control.current_metric_id() == "spectrogram" else ""
+        """Units a reference line's value is expressed in for the current metric."""
-
+        return "Hz" if self.plot_control.current_metric_id() == "spectrogram" else ""
-    def _sync_ref_lines(self):
+
-        """Push the current reference-line set to both the list view and the plot."""
+    def _sync_ref_lines(self):
-        self.ref_line_control.set_lines(self.ref_lines)
+        """Push the current reference-line set to both the list view and the plot."""
-        self.visualization_widget.set_reference_lines(self.ref_lines)
+        self.ref_line_control.set_lines(self.ref_lines)
-
+        self.visualization_widget.set_reference_lines(self.ref_lines)
-    def on_view_changed(self):
+
-        """Called when a view-scale toggle (lin/log) changes. Recompute-free redraw."""
+    def on_view_changed(self):
-        self.logger.info("View scale changed via GUI")
+        """Called when a view-scale toggle (lin/log) changes. Recompute-free redraw."""
-        self._refresh_view()
+        self.logger.info("View scale changed via GUI")
-
+        self._refresh_view()
-    def on_plot_refresh_requested(self):
+
-        """Called when manual plot refresh is requested."""
+    def on_plot_refresh_requested(self):
-        self.logger.info("Manual plot refresh requested via GUI")
+        """Called when manual plot refresh is requested."""
-        self._refresh_view()
+        self.logger.info("Manual plot refresh requested via GUI")
-
+        self._refresh_view()
-    def on_metric_compute_started(self, file_path: str, metric_id: str):
+
-        """Called when an off-thread metric compute starts."""
+    def on_metric_compute_started(self, file_path: str, metric_id: str):
-        if file_path not in self._overlay_paths():
+        """Called when an off-thread metric compute starts."""
-            return  # not in the drawn set; status bar shouldn't lie
+        if file_path not in self._overlay_paths():
-        metric = METRICS.get(metric_id)
+            return  # not in the drawn set; status bar shouldn't lie
-        display = metric.display_name if metric else metric_id
+        metric = METRICS.get(metric_id)
-        self.visualization_widget.set_status(f"Computing {display}...")
+        display = metric.display_name if metric else metric_id
-
+        self.visualization_widget.set_status(f"Computing {display}...")
-    def on_metric_ready(self, file_path: str, metric_id: str):
+
-        """Called when metric data is available (cached hit or async finish)."""
+    def on_metric_ready(self, file_path: str, metric_id: str):
-        if metric_id != self.plot_control.current_metric_id():
+        """Called when metric data is available (cached hit or async finish)."""
-            return  # user already switched to a different metric
+        if metric_id != self.plot_control.current_metric_id():
-        if file_path not in self._overlay_paths():
+            return  # user already switched to a different metric
-            return  # no longer part of the overlay set
+        if file_path not in self._overlay_paths():
-        self._refresh_view()
+            return  # no longer part of the overlay set
-
+        self._refresh_view()
-    def on_metric_timing(self, file_path: str, metric_id: str, seconds: float):
+
-        """An on-demand metric compute finished — report how long it took."""
+    def on_metric_timing(self, file_path: str, metric_id: str, seconds: float):
-        if file_path not in self._overlay_paths():
+        """An on-demand metric compute finished — report how long it took."""
-            return
+        if file_path not in self._overlay_paths():
-        if metric_id != self.plot_control.current_metric_id():
+            return
-            return
+        if metric_id != self.plot_control.current_metric_id():
-        metric = METRICS.get(metric_id)
+            return
-        display = metric.display_name if metric else metric_id
+        metric = METRICS.get(metric_id)
-        self.visualization_widget.set_status(f"{display} computed in {seconds:.1f}s")
+        display = metric.display_name if metric else metric_id
-
+        self.visualization_widget.set_status(f"{display} computed in {seconds:.1f}s")
-    def on_metric_compute_error(self, file_path: str, metric_id: str, error_message: str):
+
-        self.logger.error(f"Metric compute failed ({metric_id} / {os.path.basename(file_path)}): {error_message}")
+    def on_metric_compute_error(self, file_path: str, metric_id: str, error_message: str):
-        if file_path in self._overlay_paths():
+        self.logger.error(f"Metric compute failed ({metric_id} / {os.path.basename(file_path)}): {error_message}")
-            self.visualization_widget.set_status(f"Error computing {metric_id}: {error_message}")
+        if file_path in self._overlay_paths():
-
+            self.visualization_widget.set_status(f"Error computing {metric_id}: {error_message}")
-    def _current_file_path(self):
+
-        item = self.file_list.currentItem()
+    def _current_file_path(self):
-        return item.data(Qt.UserRole) if item else None
+        item = self.file_list.currentItem()
-
+        return item.data(Qt.UserRole) if item else None
-    def _item_for_path(self, file_path):
+
-        for i in range(self.file_list.count()):
+    def _item_for_path(self, file_path):
-            item = self.file_list.item(i)
+        for i in range(self.file_list.count()):
-            if item.data(Qt.UserRole) == file_path:
+            item = self.file_list.item(i)
-                return item
+            if item.data(Qt.UserRole) == file_path:
-        return None
+                return item
-
+        return None
-    def _row_index(self, file_path) -> int:
+
-        for i in range(self.file_list.count()):
+    def _row_index(self, file_path) -> int:
-            if self.file_list.item(i).data(Qt.UserRole) == file_path:
+        for i in range(self.file_list.count()):
-                return i
+            if self.file_list.item(i).data(Qt.UserRole) == file_path:
-        return 0
+                return i
-
+        return 0
-    def _overlay_paths(self):
+
-        """File paths whose checkbox is ticked — the set drawn on the graph."""
+    def _overlay_paths(self):
-        return [
+        """File paths whose checkbox is ticked — the set drawn on the graph."""
-            self.file_list.item(i).data(Qt.UserRole)
+        return [
-            for i in range(self.file_list.count())
+            self.file_list.item(i).data(Qt.UserRole)
-            if self.file_list.item(i).checkState() == Qt.Checked
+            for i in range(self.file_list.count())
-        ]
+            if self.file_list.item(i).checkState() == Qt.Checked
-
+        ]
-    def _refresh_view(self):
+
-        """Redraw the checked overlay set for the current metric and view-state.
+    def _refresh_view(self):
-
+        """Redraw the checked overlay set for the current metric and view-state.
-        Renders every dataset whose data is cached; for any that isn't, kicks off
+
-        an async compute (or a full load if the file was never analysed) and
+        Renders every dataset whose data is cached; for any that isn't, kicks off
-        leaves a status note. `on_metric_ready` calls back here when each lands.
+        an async compute (or a full load if the file was never analysed) and
-        """
+        leaves a status note. `on_metric_ready` calls back here when each lands.
-        paths = self._overlay_paths()
+        """
-        metric_id = self.plot_control.current_metric_id()
+        paths = self._overlay_paths()
-        view = self.plot_control.current_view_state()
+        metric_id = self.plot_control.current_metric_id()
-        metric = METRICS.get(metric_id)
+        view = self.plot_control.current_view_state()
-        if not paths or metric is None:
+        metric = METRICS.get(metric_id)
-            self.visualization_widget.show_specs([])
+        if not paths or metric is None:
-            return
+            self.visualization_widget.show_specs([])
-
+            return
-        specs = []
+
-        pending = 0
+        specs = []
-        for path in paths:
+        pending = 0
-            data = self.analysis_manager.get_metric_data(path, metric_id)
+        for path in paths:
-            if data is None:
+            data = self.analysis_manager.get_metric_data(path, metric_id)
-                if self.analysis_manager.is_file_analyzed(path):
+            if data is None:
-                    self.analysis_manager.request_metric(path, metric_id)
+                if self.analysis_manager.is_file_analyzed(path):
-                else:
+                    self.analysis_manager.request_metric(path, metric_id)
-                    self.analysis_manager.analyze_file(path, metric_id)
+                else:
-                pending += 1
+                    self.analysis_manager.analyze_file(path, metric_id)
-                continue
+                pending += 1
-            label = self.analysis_manager.display_label(path)
+                continue
-            # Colour is keyed to the file's row, not its position in the overlay
+            label = self.analysis_manager.display_label(path)
-            # subset, so a song keeps its colour as others are ticked/unticked.
+            # Colour is keyed to the file's row, not its position in the overlay
-            color = dataset_color(self._row_index(path))
+            # subset, so a song keeps its colour as others are ticked/unticked.
-            spec = apply_x_mode(metric.build_spec(data, view), view.x_mode)
+            color = dataset_color(self._row_index(path))
-            specs.append((label, spec, color))
+            spec = apply_x_mode(metric.build_spec(data, view), view.x_mode)
-
+            specs.append((label, spec, color))
-        if specs:
+
-            self.visualization_widget.show_specs(specs, view)
+        if specs:
-        if pending:
+            self.visualization_widget.show_specs(specs, view)
-            self.visualization_widget.set_status(
+        if pending:
-                f"Computing {metric.display_name} for {pending} file(s)..."
+            self.visualization_widget.set_status(
-            )
+                f"Computing {metric.display_name} for {pending} file(s)..."
-
+            )
-
+
-def main():
+
-    # Parse logging arguments before creating QApplication
+def main():
-    log_level, log_to_file = parse_log_args()
+    # Parse logging arguments before creating QApplication
-
+    log_level, log_to_file = parse_log_args()
-    # Initialize logging
+
-    logger = setup_logging(log_level, log_to_file)
+    # Initialize logging
-    logger.info("Starting Audio Mastering Analysis Toolkit")
+    logger = setup_logging(log_level, log_to_file)
-    logger.info(f"Command line args: log-level={log_level}, log-file={log_to_file}")
+    logger.info("Starting Audio Mastering Analysis Toolkit")
-
+    logger.info(f"Command line args: log-level={log_level}, log-file={log_to_file}")
-    app = QApplication(sys.argv)
+
-
+    app = QApplication(sys.argv)
-    # Initialize font system (loads any fonts/ files, configures fallbacks) then
+
-    # lock the UI font. M PLUS 1 Code has full Japanese coverage, so this stays
+    # Initialize font system (loads any fonts/ files, configures fallbacks) then
-    # CJK-safe; falls back to the system default if the family isn't present.
+    # lock the UI font. M PLUS 1 Code has full Japanese coverage, so this stays
-    initialize_fonts()
+    # CJK-safe; falls back to the system default if the family isn't present.
-    chosen = apply_fixed_font("M PLUS 1 Code", 10)
+    initialize_fonts()
-    logger.info(f"UI font locked to '{chosen}' at 10pt")
+    chosen = apply_fixed_font("M PLUS 1 Code", 10)
-
+    logger.info(f"UI font locked to '{chosen}' at 10pt")
-    # Set application style
+
-    app.setStyle('Fusion')  # Modern cross-platform style
+    # Set application style
-    logger.debug("Application style set to Fusion")
+    app.setStyle('Fusion')  # Modern cross-platform style
-
+    logger.debug("Application style set to Fusion")
-    window = MainWindow()
+
-    window.show()
+    window = MainWindow()
-    logger.info("GUI window displayed")
+    window.show()
-
+    logger.info("GUI window displayed")
-    sys.exit(app.exec_())
+
-
+    sys.exit(app.exec_())
-
+
-if __name__ == '__main__':
+
+if __name__ == '__main__':
     main()

master_core.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 import os
 
 import librosa
@@ -6,7 +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.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 """
 Pluggable analysis metrics.
 

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

plot_control_widget.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 """
 Plot control widget: pick the metric, set axis scale/mode, refresh the plot.
 

plotspec.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 """
 Backend-agnostic plot descriptors.
 

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.
@@ -19,8 +34,30 @@ dependencies = [
     "pyqtgraph>=0.14.0",
 ]
 
+# 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 = [
@@ -35,4 +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 = ["*", "**/*"]

ref_line_widget.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 """
 Reference-line management: a side-panel list of custom horizontal markers plus a
 properties dialog.

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())

setup_fonts.py

@@ -1,3 +1,4 @@
+# SPDX-License-Identifier: Apache-2.0
 #!/usr/bin/env python3
 """
 Font setup utility for CJK character support.

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>

static/vendor/uPlot.min.css

@@ -0,0 +1 @@
+.uplot, .uplot *, .uplot *::before, .uplot *::after {box-sizing: border-box;}.uplot {font-family: system-ui, -apple-system, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji";line-height: 1.5;width: min-content;}.u-title {text-align: center;font-size: 18px;font-weight: bold;}.u-wrap {position: relative;user-select: none;}.u-over, .u-under {position: absolute;}.u-under {overflow: hidden;}.uplot canvas {display: block;position: relative;width: 100%;height: 100%;}.u-axis {position: absolute;}.u-legend {font-size: 14px;margin: auto;text-align: center;}.u-inline {display: block;}.u-inline * {display: inline-block;}.u-inline tr {margin-right: 16px;}.u-legend th {font-weight: 600;}.u-legend th > * {vertical-align: middle;display: inline-block;}.u-legend .u-marker {width: 1em;height: 1em;margin-right: 4px;background-clip: padding-box !important;}.u-inline.u-live th::after {content: ":";vertical-align: middle;}.u-inline:not(.u-live) .u-value {display: none;}.u-series > * {padding: 4px;}.u-series th {cursor: pointer;}.u-legend .u-off > * {opacity: 0.3;}.u-select {background: rgba(0,0,0,0.07);position: absolute;pointer-events: none;}.u-cursor-x, .u-cursor-y {position: absolute;left: 0;top: 0;pointer-events: none;will-change: transform;}.u-hz .u-cursor-x, .u-vt .u-cursor-y {height: 100%;border-right: 1px dashed #607D8B;}.u-hz .u-cursor-y, .u-vt .u-cursor-x {width: 100%;border-bottom: 1px dashed #607D8B;}.u-cursor-pt {position: absolute;top: 0;left: 0;border-radius: 50%;border: 0 solid;pointer-events: none;will-change: transform;/*this has to be !important since we set inline "background" shorthand */background-clip: padding-box !important;}.u-axis.u-off, .u-select.u-off, .u-cursor-x.u-off, .u-cursor-y.u-off, .u-cursor-pt.u-off {display: none;}

uv.lock

@@ -7,6 +7,38 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 
+[[package]]
+name = "annotated-doc"
+version = "0.0.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/8e/38aa427ed5402449e226975b649c5dc73ccadfefeb95e6aecb8f8ea4b6b6/annotated_doc-0.0.5.tar.gz", hash = "sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb", size = 10758, upload-time = "2026-07-28T13:50:58.129Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3e/30/e900b21425a860e195f32e37657aa1f7c7f2b1bfb26f03ca209b90933c06/annotated_doc-0.0.5-py3-none-any.whl", hash = "sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101", size = 5302, upload-time = "2026-07-28T13:50:57.239Z" },
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5f/56/a8120250d128bed162cd73c76d45f6ef9991f3e068f62a8ee060afa3104a/annotated_types-0.8.0.tar.gz", hash = "sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7", size = 15893, upload-time = "2026-07-23T20:16:13.995Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/99/91/8acff4f5e50511b911bbccb72b8628a49c68ce14148cd9f6431094859a90/annotated_types-0.8.0-py3-none-any.whl", hash = "sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0", size = 13427, upload-time = "2026-07-23T20:16:12.938Z" },
+]
+
+[[package]]
+name = "anyio"
+version = "4.14.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
+    { name = "idna" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
+]
+
 [[package]]
 name = "audioop-lts"
 version = "0.2.2"
@@ -272,6 +304,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/db/8f/61959034484a4a7c527811f4721e75d02d653a35afb0b6054474d8185d4c/charset_normalizer-3.4.7-py3-none-any.whl", hash = "sha256:3dce51d0f5e7951f8bb4900c257dad282f49190fdbebecd4ba99bcc41fef404d", size = 61958, upload-time = "2026-04-02T09:28:37.794Z" },
 ]
 
+[[package]]
+name = "click"
+version = "8.5.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c7/0e/7fa0ef50764b67090eca4114772a2abf8b6148198475e54c660b97caeee6/click-8.5.0.tar.gz", hash = "sha256:ba0d2089de75ea0310e2dde03160e6ca10009947fb95a182f9b54021bb272e34", size = 382235, upload-time = "2026-08-26T13:33:14.56Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/58/50/6c0d534c5f134586a8e1ba4e330569e32f057e33372ae556463212fb4cd3/click-8.5.0-py3-none-any.whl", hash = "sha256:255bc9599cf7748b4b1a446ccc735421bd08a2ae529a8b88597d3de5664ee360", size = 125251, upload-time = "2026-08-26T13:33:12.928Z" },
+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -289,7 +330,7 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" } },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/66/54/eb9bfc647b19f2009dd5c7f5ec51c4e6ca831725f1aea7a993034f483147/contourpy-1.3.2.tar.gz", hash = "sha256:b6945942715a034c671b7fc54f9588126b0b8bf23db2696e3ca8328f3ff0ab54", size = 13466130, upload-time = "2025-04-15T17:47:53.79Z" }
 wheels = [
@@ -360,7 +401,7 @@ resolution-markers = [
     "python_full_version >= '3.11' and python_full_version < '3.13'",
 ]
 dependencies = [
-    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" } },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/58/01/1253e6698a07380cd31a736d248a3f2a50a7c88779a1813da27503cadc2a/contourpy-1.3.3.tar.gz", hash = "sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880", size = 13466174, upload-time = "2025-07-26T12:03:12.549Z" }
 wheels = [
@@ -455,6 +496,34 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/05/7f/798705f5296a58ca505d600456748d1be48078eac8a7050d8a98bc9edb89/decorator-5.3.1-py3-none-any.whl", hash = "sha256:f47fe6fdbd2edd623ecfe36875d37aba411624e2670dd395dddae1358689bb3c", size = 10365, upload-time = "2026-05-18T06:03:26.517Z" },
 ]
 
+[[package]]
+name = "exceptiongroup"
+version = "1.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/8a/0e/97c33bf5009bdbac74fd2beace167cab3f978feb69cc36f1ef79360d6c4e/exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598", size = 16740, upload-time = "2025-11-21T23:01:53.443Z" },
+]
+
+[[package]]
+name = "fastapi"
+version = "0.141.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "annotated-doc" },
+    { name = "pydantic" },
+    { name = "starlette" },
+    { name = "typing-extensions" },
+    { name = "typing-inspection" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/8a/02/91e3416a8fdd715abb903a952a6bec7cdd8d14eed55d415fc8595524c319/fastapi-0.141.1.tar.gz", hash = "sha256:e8822fc40db1e1858054d7a949a888695bc9bdce70139178e33bd2871a453ca1", size = 425799, upload-time = "2026-07-29T17:18:05.568Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/cb/03/10388a42375ee7e4ac9b94eb2c5c569c8b5795e377e701c9ac3ad63de890/fastapi-0.141.1-py3-none-any.whl", hash = "sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3", size = 131954, upload-time = "2026-07-29T17:18:04.364Z" },
+]
+
 [[package]]
 name = "fonttools"
 version = "4.63.0"
@@ -512,6 +581,65 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/2c/47/c99d5268f354002ce80f8d029cd9d7d872969da1de8b93d32de4dc56d6f4/fonttools-4.63.0-py3-none-any.whl", hash = "sha256:445af2eab030a16b9171ea8bdda7ebf7d96bda2df88ee182a464252f6e05e20d", size = 1164562, upload-time = "2026-05-14T12:04:29.092Z" },
 ]
 
+[[package]]
+name = "h11"
+version = "0.16.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/01/ee/02a2c011bdab74c6fb3c75474d40b3052059d95df7e73351460c8588d963/h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1", size = 101250, upload-time = "2025-04-24T03:35:25.427Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" },
+]
+
+[[package]]
+name = "httptools"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/43/e5/d471fcb0e14523fe1c3f4ba58ca52480e7bd70ad7109a3846bc75892f7fb/httptools-0.8.0.tar.gz", hash = "sha256:6b2a32f18d97e16e90827d7a819ffa8dbd8cc245fc4e1fa9d1095b54ef4bd999", size = 271342, upload-time = "2026-05-25T22:17:48.841Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/40/b9/be66eb0decd730d89b9c94f930e4b8d87787b05724bb84af98bfd825f72c/httptools-0.8.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:bf3b6f807c8541503cecfbb8a8dffb385640d0d96102f3d112aa8740f9b7c826", size = 208805, upload-time = "2026-05-25T22:16:50.434Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/f7/b4d41eaae2869d31356bc4bbf546f44fae83ff298af0a043ca0625b06773/httptools-0.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:da684f2e1aa2ee9bdcb083f3f3a68c5956750b375bc5df864d3a5f0c42a40b77", size = 113527, upload-time = "2026-05-25T22:16:51.672Z" },
+    { url = "https://files.pythonhosted.org/packages/e6/e4/77487e14fc7be47180fd0eb4267c7486d0cc59b74031839a3daf8650136b/httptools-0.8.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:a6f21e2a3b0067bbe7f67e34cfd16276af556e5e52f4c7503be0cb5f90e905e4", size = 450035, upload-time = "2026-05-25T22:16:53.313Z" },
+    { url = "https://files.pythonhosted.org/packages/da/72/5a8f787e323f56fbd86c32a4be92a86776e4cfe8b4317db999f452028362/httptools-0.8.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ea897f0c729581ebf72131a438a7932d9b14efef72d75ada966700cac3caaeb", size = 451101, upload-time = "2026-05-25T22:16:54.696Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/41/b44a25560955197674b6744cb903664300e239235a5eaa69df0890d87054/httptools-0.8.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c0d726cc107fceb7d45f978483b4b70dd8caa836f5914d3434bb18628eb73813", size = 436140, upload-time = "2026-05-25T22:16:56.239Z" },
+    { url = "https://files.pythonhosted.org/packages/74/b0/054aac84c03d7e097bf4c605fb7e74eec3d65c0276adf64ee97f3a103ff5/httptools-0.8.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:9878eb2785ba5eb70631ad269b37976f73d647955e26c91d490eb8a4edfda4ba", size = 437041, upload-time = "2026-05-25T22:16:57.716Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/e8/86b85bbc0ac7892232f1a99ab96a9aa71936984fa06adfc0afc83ca7789e/httptools-0.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:b205e5f5523fa039679da0dfe5a10132b2a4abeae6a86fdd1ddc035f7f836557", size = 90454, upload-time = "2026-05-25T22:16:58.871Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/d2/c3eedaef57de65c3cc5f8dc244cf12d09c84ad258a479055aad6db23206c/httptools-0.8.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ed377e64805bdba4943c82717333f8f8603a13b09aff9cead2717c6c817fb168", size = 208428, upload-time = "2026-05-25T22:16:59.717Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/94/dfe435d90d0ef61ec0f2cc3d480eef78c59727c6c2ce039f433882f6131a/httptools-0.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:9518c406d7b310f05adb1a37f80acabac40504a575d7c0da6d3e365c695ac20d", size = 113366, upload-time = "2026-05-25T22:17:00.795Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/d4/13025f1a56e615dcb331e0bbe2d9a1143212b58c263385fc5d2e558f5bac/httptools-0.8.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:57278e6fa0424c42a8a3e454828ab4f0aff27b40cddf9679579b98c6dce6a376", size = 464676, upload-time = "2026-05-25T22:17:02.014Z" },
+    { url = "https://files.pythonhosted.org/packages/bf/95/4c1c26c0b985f8a3331682d802598f14e32dc41bf7509266eb2c04ad4801/httptools-0.8.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bbb8caadb2b742d293169d2b458b5c001ef70e3158704aa3d3ef9597624c5d1d", size = 464235, upload-time = "2026-05-25T22:17:03.109Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/82/6735be2b0ca527718c431cdb8e5f70c3862c0844a687df0f572c51e11497/httptools-0.8.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:52dd695b865fe96d9d2b16b64a895f3f57bf3cb064e8383cd3b5713a069e8085", size = 449809, upload-time = "2026-05-25T22:17:04.443Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/f9/5811c74f37a758c8a4aa3dc430375119d335947e883efc4664d8f3559a41/httptools-0.8.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:20b4aac66ff65f7db06a375808b78f42a94970aa22e826b3cb2b43eb09174124", size = 452174, upload-time = "2026-05-25T22:17:05.476Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/94/97b75870dea07b71e3ec535cebe525b08d723152e4c7d13fa887e51f4de2/httptools-0.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:a1b4c8e7a489a0d750d91894e9a8cdc295838f1924c0ca903ae993456fddec07", size = 90991, upload-time = "2026-05-25T22:17:06.75Z" },
+    { url = "https://files.pythonhosted.org/packages/14/88/1d21a36da8f5cb0fa49eafd4b169eba5608d57e75bbcf61845cbc6243216/httptools-0.8.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:880490234c10f70a9830743097e8958d6e4b9f5a0ffc24515023afeef984054d", size = 208247, upload-time = "2026-05-25T22:17:07.843Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/42/cc4feea2945cb3051038f090c9b36bd5b8a9d7f5a894a506a8983e33fd1c/httptools-0.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5931891fb7b441b8a3853cf1b85c82c903defce084dd5f6771ca46e31bf862c5", size = 113064, upload-time = "2026-05-25T22:17:09.136Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/a6/febbb8b8db0f58b38e44ad6cb946e6a255ae49b55f2e8543408fb7501ccd/httptools-0.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b15fc622b0f869d19207c4089a501d9bcc63ca5e071ffdd2f03f922df882dcb2", size = 523851, upload-time = "2026-05-25T22:17:10.106Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/e4/f90a0df0b83beff265b7e3b65f2a4cefd95792d4be0ac3e16049f2acd3c2/httptools-0.8.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:425f83884fd6343828d8c565f046cb72b6d19063f6924093e11bcd8e1548cd09", size = 518842, upload-time = "2026-05-25T22:17:11.218Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/2d/0c9ac76dd2c893841fbf6498d6acec4f2442e1b7067f6e3e316a80e494e8/httptools-0.8.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ef7c3c97f4311c7be57e2986629df89d49cb434dbff78eafcd48c2bff986b15a", size = 501238, upload-time = "2026-05-25T22:17:12.728Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/42/906adc91ae3a5fa9c59c0a2f21c139725bd7e5b41ae6acd485cd14123ebf/httptools-0.8.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a1afd7c9fbff0d9f5d489c4ce2768bd09c84a46ddefc7161e6aa82ae35c85745", size = 509567, upload-time = "2026-05-25T22:17:13.842Z" },
+    { url = "https://files.pythonhosted.org/packages/05/0b/4240efeb672751ee5b9b380cb0e3fdc050bc05f68adc7a8aefc4fcd9a69a/httptools-0.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:cd96f29b4bab1d42fa6e3d008711c75e0f79e94e06827330160e3a304227f150", size = 90918, upload-time = "2026-05-25T22:17:15.155Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/e5/8cfcabc5546e8022f168be28bcdaa128a240a0befdd03b59d558b4f18bd6/httptools-0.8.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:614ceea8ea606848bece2338ac03b3ce5324bcb4be8dc7d377ed708012fa4db8", size = 205148, upload-time = "2026-05-25T22:17:16.333Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/0e/0fb14848c19a686c8062ff9067c1a48793e3224b47bc5b201535b6036fce/httptools-0.8.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2d689918c15a013c65ef52d9fd495d766893ab831a2c8d89f2ac5940a5df847c", size = 111368, upload-time = "2026-05-25T22:17:17.586Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/1b/46f1cecf06b9bbde8e4b8c88034ac7908989e5ff7a3a388ef38392949c1f/httptools-0.8.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:eb3028cca2fc0a6d720e52ef61d8ebb62fcbfeb1de56874546d858d3f25a26b7", size = 486447, upload-time = "2026-05-25T22:17:18.564Z" },
+    { url = "https://files.pythonhosted.org/packages/77/00/258bfc0837221f81d9725c45f9b948a6a6b2994a147a4fb66e85100c668f/httptools-0.8.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:88bdd940f2b5d487b4d032c6afa5489a7dc4694410d43de3c38c4fb3af0dc45d", size = 482448, upload-time = "2026-05-25T22:17:19.912Z" },
+    { url = "https://files.pythonhosted.org/packages/04/ab/d1cef3b5523f4d272a70f42a776c3169a2dddfe3a54de4b2ce4a36341528/httptools-0.8.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6a43c9dd399758ccc0531acb0a3c4a6c299ee893ee9400e9c893b7bdcfae0681", size = 464460, upload-time = "2026-05-25T22:17:20.882Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/48/5d1d072442277bb2b3434e0e60690b8e8c23840ef7de8b6ea54040a536d3/httptools-0.8.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:0770728beb05094c809b98e814edff5fef69d26ad7d21185f2f6d5884a0ba683", size = 471312, upload-time = "2026-05-25T22:17:22.085Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/66/b96623b27e51a68199ef4efdda0613cced9233fe3062ac74e50749c5ad37/httptools-0.8.0-cp313-cp313-win_amd64.whl", hash = "sha256:7685df791fad561384bfb139e77fde27a1ffd93134e016f95a0db424ffbf77b1", size = 90117, upload-time = "2026-05-25T22:17:23.074Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/12/fa3fbf5f9517b273edea2dc982aa82a8c634091e67c590792b729017bc6f/httptools-0.8.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:de242a49b5d18e0a8776e654e9f6bf6d89f3875a5c35b425a0e7ce940feb3fd6", size = 206183, upload-time = "2026-05-25T22:17:24.004Z" },
+    { url = "https://files.pythonhosted.org/packages/30/fc/5e7c4cb443370f2090a3aba0453a07384d29ff66b7435bb90e77e1037599/httptools-0.8.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:159e9ab5f701ccd42e555a12f1ad8ff69702910fc1c996cf2bb66e5fcb7a231b", size = 112079, upload-time = "2026-05-25T22:17:25.216Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/53/771bd891eb0f236f32145d6a1775777ec85745f3cc983a1f23d1a3b8ddfe/httptools-0.8.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c4a9f1707e4823d54dfec6c33fa3697d302aed536ed352a7ebb5a061ddb869d0", size = 481596, upload-time = "2026-05-25T22:17:26.186Z" },
+    { url = "https://files.pythonhosted.org/packages/62/42/94e15bc68ce3d423243c45d7f1b0c7561f13844f97dc52ae23182fb65628/httptools-0.8.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d76ad7b951387e3632c8716a9bb03ac5b45c5f16119aa409db0459520887944e", size = 480865, upload-time = "2026-05-25T22:17:27.542Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/7c/fe2980fc03723272e30f135b62360b075f513dfe7cc73aef36c7f04012bd/httptools-0.8.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a3b7387147361c3fd47a0bde763c5c91b5b4cd4dc9989b8ece84ff436c99843b", size = 463189, upload-time = "2026-05-25T22:17:28.546Z" },
+    { url = "https://files.pythonhosted.org/packages/15/1b/47fc5fff68acd1bfa20b4734059c9a06cadb88119dcd5258b5b0d21d91c8/httptools-0.8.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:f256d6ce930c52ca1cb2a960b7da03548c454e7d28b06059ad41bfe789036ce0", size = 466610, upload-time = "2026-05-25T22:17:29.816Z" },
+    { url = "https://files.pythonhosted.org/packages/60/bd/07b13c93ffd9bec9546e0d43f8e19378dd696dbd278511406bc07371ef1f/httptools-0.8.0-cp314-cp314-win_amd64.whl", hash = "sha256:19d1ee275bb59ba2643ba9a3a1e51cc0c788caf2b8df506368e03f56fdd08527", size = 92705, upload-time = "2026-05-25T22:17:31.133Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/c4/121648f68ce066d7bd762d6b6d97e620847642d38d54f3d90ff11d947629/httptools-0.8.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:de1ed58a974e75d56560acc7e7fed01a454994429456f65209789992e41f2568", size = 215023, upload-time = "2026-05-25T22:17:32.401Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/b0/312a062ae741ae3e8baa8c8bf20be81b2e67337b259ab4349bebc7b6142e/httptools-0.8.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:e93c227b595c6926c1acee96891dd9da4be338cfbe82e5cd3bb9d8dd7dc4ac0b", size = 117405, upload-time = "2026-05-25T22:17:33.742Z" },
+    { url = "https://files.pythonhosted.org/packages/fc/37/fccd705f795386bb05bf413012fecff2a33e5aa8c2f069096de3e9fd8702/httptools-0.8.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2a021c3a8e65cc125390d72f59b968afca3bdcaff25bd67965e0a055a14946ca", size = 558497, upload-time = "2026-05-25T22:17:34.732Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/39/f172e8003576de35f5ba77ff417cf0e34429d35dc014deef15afa337a72c/httptools-0.8.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48774d39cbb70e2b1f71f88852a3087ae1d3a1eb80482bb48c13067ab080c14f", size = 571585, upload-time = "2026-05-25T22:17:35.813Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/b9/f5564760af99f3dbbf3f9104dc00e5da27e96cf433c6bdcf77617f70bf3f/httptools-0.8.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:88eead8ec8680a9f146c655bc88445a325bd7921cfd8194c7337e9467282427d", size = 543297, upload-time = "2026-05-25T22:17:37.08Z" },
+    { url = "https://files.pythonhosted.org/packages/99/67/8d9f2c313618e161b82f3873188e7196126da1d6e29688df40eb3997c77a/httptools-0.8.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2c032fa028f46871ec7e1fc59fc15e8023eab3e6bbe6ece786a1611719a5d081", size = 539535, upload-time = "2026-05-25T22:17:38.032Z" },
+    { url = "https://files.pythonhosted.org/packages/48/63/b906c01e53f50d432c0defe43ce52764a111dc1bdd028bafbeb54dcfd008/httptools-0.8.0-cp314-cp314t-win_amd64.whl", hash = "sha256:384c17174464c8e873398b7af24f0b1f44d992c820328413951a625323155d77", size = 108209, upload-time = "2026-05-25T22:17:39.473Z" },
+]
+
 [[package]]
 name = "idna"
 version = "3.16"
@@ -1196,6 +1324,137 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/0c/c3/44f3fbbfa403ea2a7c779186dc20772604442dde72947e7d01069cbe98e3/pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992", size = 48172, upload-time = "2026-01-21T14:26:50.693Z" },
 ]
 
+[[package]]
+name = "pydantic"
+version = "2.13.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "annotated-types" },
+    { name = "pydantic-core" },
+    { name = "typing-extensions" },
+    { name = "typing-inspection" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/53/ef/fc4f868f4e2cee79f863883abffceff107875f569b848507319842d2a681/pydantic-2.13.5.tar.gz", hash = "sha256:51a9c5f7b2f8e636f04c6cada605d9b6a3bf1348fdf945a3d8869b19bba0ee08", size = 845750, upload-time = "2026-08-28T14:04:00.916Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/eb/47/c95ffc2009878c7aac0c5e08528022dcb885933252a88b5f170058014464/pydantic-2.13.5-py3-none-any.whl", hash = "sha256:346a034f080da3755d8e9cb5e00e8b07de1d39e4f6e2c87d8ab7cafa0b269a73", size = 472589, upload-time = "2026-08-28T14:03:59.136Z" },
+]
+
+[[package]]
+name = "pydantic-core"
+version = "2.46.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/af/f9/8a06bea35ef8daf588f707784c973a7046e0034c8d8cfb08828eeffb8b75/pydantic_core-2.46.5.tar.gz", hash = "sha256:10416c15b8839ecc4ef4d0885da76da6fd0f67333a0eb8aff6d93c4b8f2910fc", size = 472262, upload-time = "2026-08-28T10:01:31.677Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/74/6b/8f79692844269427abb3e4dd9e68edfcbe65ae25527d99183214de716c59/pydantic_core-2.46.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:657b40d6240c0a7b6a64b30f22d1e3aa631c7e846c621b0c0f6d1d75e2e15ea6", size = 2076533, upload-time = "2026-08-28T09:57:35.421Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/d0/c787604c71c2bdcda1a5656942fc822cd0f9cd879b9484bb84fc42172703/pydantic_core-2.46.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ecb42011e12ee19cafbc312887cbf3546959fe02fbad44f272d4be5baa997615", size = 1924650, upload-time = "2026-08-28T09:57:37.944Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/77/ca2f8e997d9bfdb32205297aff38f210f398822d895b1af1b59fd9df9c13/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4dedce55295becb61921e386b99d4f2706045306e7fa52249a33004c837379fb", size = 1951261, upload-time = "2026-08-28T09:57:39.339Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/53/bd12e1a9255df4edee00353778e2614b5346265d51e1567ab72153e803a2/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9f47b8a949e60f027f0aa0a6f6c7b7e9c55cbf4380d10b344e282fa4e7ab1e1b", size = 2021808, upload-time = "2026-08-28T09:57:40.69Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/41/f7f312751ebc6d6767da91964a9c7954c18e226a1720ab234e3dfb9d6c17/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:200aa3dc9f8d54f0754f43247c0bad0999fdcfbfd2488384dd44f37279271fe6", size = 2196184, upload-time = "2026-08-28T09:57:42.275Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/93/ce93aa030ab6bac4683ba8861e7baad89dd24b02e66b8801a0e4f6a00311/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6d30e1a4f138b8951063e9a394752a9179b51da288ffa507b1e659222f4c1793", size = 2238212, upload-time = "2026-08-28T09:57:44.122Z" },
+    { url = "https://files.pythonhosted.org/packages/34/a1/c8e6b66f499f510752c07a092dfe27621f9c255635e59d38704b5681c35a/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:850a08d167dde16db8702c274f320c7be9d7da6f6dff2b58b18f9e815bd94f5b", size = 2064073, upload-time = "2026-08-28T09:57:45.613Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/fa/605e2b127ee30dbf4b1da9da4843587cf2b2d16486c241cc7a5be2d2c1bd/pydantic_core-2.46.5-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:c3471e5c4a949c26ec00a77f01df59096aa9495877de76fd60a980f8ee6be461", size = 2093102, upload-time = "2026-08-28T09:57:46.953Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/f7/1ab28093c09032ddce7c92c7a55d503b6ecd70f42c32492946c1cb5477b1/pydantic_core-2.46.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3a3e26b6a8274211bddee2d0e4d0d42778f17a34510f49d2ec44b58abfc41736", size = 2133452, upload-time = "2026-08-28T09:57:48.362Z" },
+    { url = "https://files.pythonhosted.org/packages/30/c8/47c79b756f12f85e8b0fbdb2b495f6b6eb32e6c98a4beae7a570a0b7c63c/pydantic_core-2.46.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:fc5d783bd4a2387e97b8a2d5ec781cfb92b3d893bf82370548e99db5915935d3", size = 2146477, upload-time = "2026-08-28T09:57:49.74Z" },
+    { url = "https://files.pythonhosted.org/packages/13/5c/79fc00cb8f651d6061991de8d7cedf1c78c73cbd4862c42ef418f03b8bfa/pydantic_core-2.46.5-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:356c8368cbc321050b169595683a2e1d63413b1e0e2868b330af9fc14c616d3f", size = 2300832, upload-time = "2026-08-28T09:57:51.639Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/72/dd1a29853cf6d22a1ebd9e3baf0239cbc57d2d16caff36a89e38eb9b1db3/pydantic_core-2.46.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:eb7d8d0e5886a89a55d2eef490e272fa965a9d57c6b29a5b5088a7997ec2cad1", size = 2320505, upload-time = "2026-08-28T09:57:53.236Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/d1/ba4a8e06a9ddad0b4caf69cfaeecc0fbfcec20473bd808f5127fd16491c4/pydantic_core-2.46.5-cp310-cp310-win32.whl", hash = "sha256:4d44cf99ddebf875f9b68cc267aa684c99b7b44fe63ee1cac4ec163807290069", size = 1956853, upload-time = "2026-08-28T09:57:54.592Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/94/205ed9d7ddaf44acd489889708ea124a3f41bdb42c141c8684d528ad0e7a/pydantic_core-2.46.5-cp310-cp310-win_amd64.whl", hash = "sha256:1e5aad1220a1192c42341c8fd4a8686657e73ab2a920c970bdc4de334fe3193d", size = 2042551, upload-time = "2026-08-28T09:57:56.017Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/b6/81d2d19ea0be2c03664381b59f65fa72fc7969decedae00bc2c4ad835708/pydantic_core-2.46.5-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:a1dee1b804ff4d11c663636cf15d2ea47e9f79cd56c033fb1cbf08924842a48f", size = 2074737, upload-time = "2026-08-28T09:57:57.711Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/18/b70da8300e292df4099684ea11b1958043580d2f50d2dc8bf7e542bdd84a/pydantic_core-2.46.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d625a186a65201c23a9e3b8ed9c47e90a026e03256608cc91851c6709096844f", size = 1921751, upload-time = "2026-08-28T09:57:59.265Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/1a/0d590341b6ffa4b4aca83508e6b8db4761aaeacfc15a25ca3815876d4797/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f8507560a9284e1370bb048ed4282012fbef4e8d109875b95e884d228552061", size = 1948231, upload-time = "2026-08-28T09:58:00.678Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/1d/02eb35761c51f2f7b1b042d6ab4cda6600f0c8c88a2243b3f734376201e5/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5f93c5fe914d75fbec9a49209b00da5f08e9e467d69da2b1510c81940cfd10be", size = 2020708, upload-time = "2026-08-28T09:58:02.267Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/ea/f86073830e35d508cc8ddf9c3d9e6e6840fcb88d34bf726b0b4710186f27/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aca6c767f552b21b10f774aeac128e828eafb796adfa1b666a18bf6321453c3a", size = 2194914, upload-time = "2026-08-28T09:58:03.934Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/d7/fc36240d7791ce90939e51608568c33bfdae26202016f9770c229a487d86/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:701b2e04b560eeb4bddf7a25ab8ca476176e34fdbd9a0e18196f0d12d4685f0b", size = 2235622, upload-time = "2026-08-28T09:58:05.516Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/bc/3fa2d76b83162820a17da7f645b28d1cba99fc8e1e5fc6517067ec450fa1/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49776eab08766a08dfff7012f8b422dcd7e25e43b316eedf0477c24fcfa84b7c", size = 2062091, upload-time = "2026-08-28T09:58:07.135Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/9a/095d557bb492c90cd8a70a6dd048bf793d433d03d86c81c11e912e4cd049/pydantic_core-2.46.5-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:a2468d93d181667a7abd66e1b64bb9f76f361b0fef8faddf687456453576f5ee", size = 2089904, upload-time = "2026-08-28T09:58:08.814Z" },
+    { url = "https://files.pythonhosted.org/packages/24/98/7b76b1ad10a19a617a52aaa1d80e159115af939b095e86f8e756fd52e0df/pydantic_core-2.46.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:53feb344243bb9510a9dec7bf3cf1b64d88a98af5dc7872a5160465f8b198c8e", size = 2132244, upload-time = "2026-08-28T09:58:10.435Z" },
+    { url = "https://files.pythonhosted.org/packages/20/32/7d6ca365fadba186a0c8f85de1a701663bce81efd309d9479be58687622f/pydantic_core-2.46.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:cd5214352ae68f3b5e9af7768bdc5253695ee069675db3480518420b3be881f2", size = 2143901, upload-time = "2026-08-28T09:58:12.033Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/09/eb9a6aa57f22fd1541a9c0aa2a1f3aeef3ec65347d33e10a6da2f43e0ee9/pydantic_core-2.46.5-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:9432f3598db432cb51c5b37fdbf29a60fcccc79e30d37a05022776a6bc4ab689", size = 2299425, upload-time = "2026-08-28T09:58:13.614Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/f9/548a5bb9d4ba8cd26e26daf48052236f6b38bb61e7b7241fbc3c995719eb/pydantic_core-2.46.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:8feeac04b5794e513e710af2f9c87d49f31a6dc47967bb264a1fed61a8989bec", size = 2318566, upload-time = "2026-08-28T09:58:15.199Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/20/06454d18834c02c406c9133f1a3b485305fd9ee984f9636c2f730bef6a9d/pydantic_core-2.46.5-cp311-cp311-win32.whl", hash = "sha256:892a881d5f68c2b9ea304b7a6c2c60d9343df578a311b0f86b94bc8f1ffe8129", size = 1954258, upload-time = "2026-08-28T09:58:16.813Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/c2/718b9deb4b72453b5d8c7447a3b14cb77bef36917ef5f514e0948a4096a0/pydantic_core-2.46.5-cp311-cp311-win_amd64.whl", hash = "sha256:40375c2d05acec10323e45dfe2077ac44bc74659008614af5069034e2cfc781c", size = 2041030, upload-time = "2026-08-28T09:58:18.288Z" },
+    { url = "https://files.pythonhosted.org/packages/67/ea/c1d1a5b72d6e1ff7f377a4d9199f6591f095beb5b409a8a5d89f7238d939/pydantic_core-2.46.5-cp311-cp311-win_arm64.whl", hash = "sha256:28a6a556cd3b6066bea827857f9d9cce027c96f776e512f544a581f9e42161f8", size = 2009234, upload-time = "2026-08-28T09:58:19.929Z" },
+    { url = "https://files.pythonhosted.org/packages/82/3f/76358795aa7a8c6d4f36e2cb828ad1c90ee118e1393a9281664f5aade9d4/pydantic_core-2.46.5-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:b9fe6fb92520e3fd61f2e49000b6911b188824f089b75973ea06d6267f0b476d", size = 2076516, upload-time = "2026-08-28T09:58:21.576Z" },
+    { url = "https://files.pythonhosted.org/packages/db/50/26b091836076ce4cb2fac264186936acc069e0595772cfd02a563bc4761a/pydantic_core-2.46.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a39ac25a9a2fa4072efdb429833c4a4c8009a51ff9eea3eeae131713cd27991e", size = 1922874, upload-time = "2026-08-28T09:58:23.766Z" },
+    { url = "https://files.pythonhosted.org/packages/09/f0/2a8ce3849e299d44e2d2c196b6082643a3235565a735cb51db7a6261f614/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4fdc8b93a41521988916eeaa271173fcca7fa0803d62f87675aac8dcec1c8e29", size = 1951772, upload-time = "2026-08-28T09:58:25.435Z" },
+    { url = "https://files.pythonhosted.org/packages/87/46/ac0dc8bdd9e6048183a14eb127764e7ad9240021c17513074a4711b0e31e/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b98134087d9de723658d17a42c7d0da8d6e2ef08015dee7dc93889047315f5e4", size = 2031832, upload-time = "2026-08-28T09:58:27.102Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/c2/339de5bef7be36301a2231eaa52e62163742c2281f11b5f4892bc79785cd/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e652ab17569c94bff5475520f907b7148b8c24036a8ebbe5cf7cf7493d28579a", size = 2208645, upload-time = "2026-08-28T09:58:28.948Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/a0/9ff22b797724262da14427abaed4dd1d864a139693fc5e7809114376a716/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d925f3d9afd05a8c0fb3a1031463a8d59ebe5e2afad297e29c78be19e13b4e62", size = 2265935, upload-time = "2026-08-28T09:58:30.625Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/a4/eb9409ec0736e50aa70a412f16c204ed149516846912f7e6724d4c73ee53/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0fc5be0abd4a407e200d844b404e33639a554e7bd0d448e7b9ae181be4789ac2", size = 2066284, upload-time = "2026-08-28T09:58:32.289Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/02/7f6156ffc926857f1c37c07d9a388682865a81830ab6a1b637082c25e399/pydantic_core-2.46.5-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:816ff0a6550ffc06c098ccd2e0698600f9aa7da192a79eaa6f9af504a35db869", size = 2105889, upload-time = "2026-08-28T09:58:33.986Z" },
+    { url = "https://files.pythonhosted.org/packages/92/b1/e781d357ebe09fc929f995700f1b3503e8897f1cece183ecb1300d4d67e9/pydantic_core-2.46.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c7ea57fc63aa7da93a1bd2d644e6577befae10c52c4e36377635eea1056a74f5", size = 2158006, upload-time = "2026-08-28T09:58:35.647Z" },
+    { url = "https://files.pythonhosted.org/packages/70/0a/644597d84ab400e50609c192120b85c9681c22d3a20461b9060a79be0a7a/pydantic_core-2.46.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:efd62a42486f1bda5d24cb4f63d15a3c7768375fe83d36f9417b4ad7a2fb20b3", size = 2158408, upload-time = "2026-08-28T09:58:37.38Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/ee/ca3b7b3a4b3769ffe9ce9432a7c9be755de9593a46d3b0d54d0409323e44/pydantic_core-2.46.5-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:2bc9419666990c06d7397831f2126a1ecc3594aaa3ff7de5bf2d066802f4e07b", size = 2309609, upload-time = "2026-08-28T09:58:39.22Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/52/39fa1f451486019524ca685020390e7ca351832fd874530ba30c8628e6dc/pydantic_core-2.46.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:18a09e1e1011b462f2e32774f25859ef1223d5c2b0546a633cf56654710721e0", size = 2342618, upload-time = "2026-08-28T09:58:40.89Z" },
+    { url = "https://files.pythonhosted.org/packages/81/5e/468fc630568c61dcef3cd47ad32ffbeed9af643f49208d1ea86ab4f890c4/pydantic_core-2.46.5-cp312-cp312-win32.whl", hash = "sha256:5cb482e9e84c851f4e623fe4acc1ced89168cf1fe18f7089db4548c8f5bbb65b", size = 1939475, upload-time = "2026-08-28T09:58:42.591Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/c9/4c19f41b84cf6b622a72fbeed7665b25d47a187d68d47d0d430c07f23268/pydantic_core-2.46.5-cp312-cp312-win_amd64.whl", hash = "sha256:5e81740c09e310f5aa5cbd3e434a01c154d4bef93241c7877b39f211d2b78ba8", size = 2043140, upload-time = "2026-08-28T09:58:44.272Z" },
+    { url = "https://files.pythonhosted.org/packages/af/dd/0c1a050299147c746e5256db16d645ab5efd4f78c59937d581a0524e74a2/pydantic_core-2.46.5-cp312-cp312-win_arm64.whl", hash = "sha256:f7b0ec93a2893de856652154d73b7ba622f26fa97726487dcac373de5f4c6084", size = 1997729, upload-time = "2026-08-28T09:58:46.13Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/37/5abe39a8372a61d3dc3c1338fc504281c01b32fdb3169cd7187153b56d3e/pydantic_core-2.46.5-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:b7ca9034437b6022f941f4857459562ee00a560b97e7cce8a0ec5a74fc6766e0", size = 2075885, upload-time = "2026-08-28T09:58:47.856Z" },
+    { url = "https://files.pythonhosted.org/packages/21/43/6323b1f8b217780454c61304bcd2b38ae4762f50754414124603ccc90bb2/pydantic_core-2.46.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f332f0e72a5a0400141f830744e141bf9f97917878dbe968669e8a7fefea78ff", size = 1922768, upload-time = "2026-08-28T09:58:49.58Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/a3/c05ca796e1197618a774b01e596aeedfefc2f7d8c01ae3054e910b120e8a/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:193375f3548919d3f0b60936ca113ada3e38f264f91b9b8e0508efaad57be931", size = 1951241, upload-time = "2026-08-28T09:58:51.511Z" },
+    { url = "https://files.pythonhosted.org/packages/68/32/33bc39ac705c52cffc908e8389f9754fdb208aea5c69cceddf4eb3ce99af/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:79bdfa52f843137045b2d081cc05c120ba6665d29b7559c2c47690906f39279f", size = 2031975, upload-time = "2026-08-28T09:58:53.166Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/70/2333e885c0f6a67bc105c5916965dac9b57f2718ee20d81d1a06a4ebdc13/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:24922243639cbdac66c75fcb6fd6495a9cb52b213d62f9a0d16f0310b1ff8038", size = 2208542, upload-time = "2026-08-28T09:58:55.017Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/ea/296debfb4264207bbda5936133892e027c0a58875ad53ebd512fba8ec3a2/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c76fe65e607be28c7fd4d56fc3c42b1583aa058ce3408b7ad0fd540171d31f9f", size = 2264692, upload-time = "2026-08-28T09:58:56.767Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/f2/9e4de77a6271e07a76d2d58b11c091a979c191ed2939bf80067568b369d2/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f7b393a8b3da82f5c1fc0751e6d01ac6c55b93c18226a60bdfba4a724efafd1", size = 2066633, upload-time = "2026-08-28T09:58:58.531Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/db/f9e9d0c97445987b2084823d5c240de88087338f04fc2cfaa2df186b8049/pydantic_core-2.46.5-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:7ac031912d54f3d83ef3b3eb98dfabc1608802e2202263d25957eeed40b94761", size = 2105235, upload-time = "2026-08-28T09:59:00.421Z" },
+    { url = "https://files.pythonhosted.org/packages/07/c5/79169b047b3b2c3e99e04bc76372af9637e0bf6db638274fa927df96369e/pydantic_core-2.46.5-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:837b396ca3d7b74091ca623f6cbd8351bd42d670a79c2683e79fb089f06a2de5", size = 2157367, upload-time = "2026-08-28T09:59:02.442Z" },
+    { url = "https://files.pythonhosted.org/packages/26/b5/ba6057afb7c291bd449f51b867f95aef2072941c4ce4e5c31d6ffd132d3b/pydantic_core-2.46.5-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:5ee239d575f80b08eca11f6e20f90c4c695de7825c67eefe6091fbf20dda648e", size = 2158420, upload-time = "2026-08-28T09:59:04.2Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/28/2057abecaafdc22912afa819603a51f0a62d40643b7c4871c51721fea9be/pydantic_core-2.46.5-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:e80675d75ae2cd14372cb65cad5400d9347a3d3f6c13000183f22dfd027283ed", size = 2309588, upload-time = "2026-08-28T09:59:06.048Z" },
+    { url = "https://files.pythonhosted.org/packages/71/9d/881156dc404e27479c4246128d73538464cab4a239bec61995e227644c30/pydantic_core-2.46.5-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:9c4b71f10dd532fb7a5cbc8f58707779e64f03a258c2bf8bfbaecfcd9970b519", size = 2341866, upload-time = "2026-08-28T09:59:08.539Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/38/d66f443a259f84d13babdceae568e572b0ed26da17ca5d0a649ebb110a67/pydantic_core-2.46.5-cp313-cp313-win32.whl", hash = "sha256:97bf8de4d541598c94a59344eeb988a94c08ff76b5723c41f6567ec18c7892ea", size = 1938580, upload-time = "2026-08-28T09:59:10.402Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/1e/1d5371213f4cc9a7ed70c0bfcc7911de22311ee99a662a56077d7292d2ac/pydantic_core-2.46.5-cp313-cp313-win_amd64.whl", hash = "sha256:15f4a94963c95accac15b7b657bb177d3ad82bb90b0d0526d9a9b85079925db5", size = 2041980, upload-time = "2026-08-28T09:59:12.396Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/48/4222d90b1c67568bace4dec6dca6271449c66de3595d72b6d098f5fde597/pydantic_core-2.46.5-cp313-cp313-win_arm64.whl", hash = "sha256:d22a945598fb91236b4dd793a6e42e4f3dd7740bb5aace5ebd7d4c08d13bb575", size = 1997213, upload-time = "2026-08-28T09:59:14.245Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/8a/14596f2a8367da50cf7cbac48169ee5d9c8e11d486a3b527082384630c72/pydantic_core-2.46.5-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:c1c43ad4339643d70ebb8124e1305a7dab423001eff58bb41a0f731adbc98355", size = 2074081, upload-time = "2026-08-28T09:59:16.141Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/d5/d8a4eb6d6c7f66b91dd37c576d76e9e60fba900caf5372c17bcf949febc2/pydantic_core-2.46.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1a353f84de772f423b5ffb11d7ae352fbbef0f446f3c0b0af0f8236d7233606e", size = 1920497, upload-time = "2026-08-28T09:59:18.065Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/26/092079428f86e927e030b2c0ced87df69dbb1c875cdeaa67bf42ea2be746/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5086029a57366b8cf81b130a43908738095c270c21a8d7f0e8bdfdb89718e2f3", size = 1952130, upload-time = "2026-08-28T09:59:20.476Z" },
+    { url = "https://files.pythonhosted.org/packages/08/c3/8ec0e290a9ebaebd64047bf5fda94be835c6b1551b02437e4b76778fbcd7/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:46c25dda9d092a06c08db76ffe0a197107904d0dfac653f7d5306bbcd6d6119c", size = 2026371, upload-time = "2026-08-28T09:59:22.227Z" },
+    { url = "https://files.pythonhosted.org/packages/01/72/4fd20ad520fb8da0157f95b27a7eb05a72790ef08138e7701ac972c342ea/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:37ea7b83c935e5b0d68c9449b82651accf78a10828b2c02b2f2d9e9496446c21", size = 2202822, upload-time = "2026-08-28T09:59:24.277Z" },
+    { url = "https://files.pythonhosted.org/packages/31/b0/d16e0771206b29314f0d52198b720be21e8a99ab2bf11e3bc0d7c9cebdff/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e64e88d5585bea9ce95861079de72006c7fa6d3df4e3a3b65ba31eb979c15c9f", size = 2262756, upload-time = "2026-08-28T09:59:26.608Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/9b/59634b7ac631c63b2a37760eb6943af3e29573d6b59a4abc5e7f019d4cee/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54d510bac3ee52247af28ed4bb18a1e799f040ac60fd2bf5ccd4c92f1fbe786f", size = 2068352, upload-time = "2026-08-28T09:59:29.044Z" },
+    { url = "https://files.pythonhosted.org/packages/08/7c/570abb1ad2155348dc754ea91be22e5aaa18eb6d69a6068f7c6f2679a6ed/pydantic_core-2.46.5-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:a2a5e1d0ff29adddc9f6d6821a66302e4493f8ca898b715b6b1182c2c201ea0a", size = 2104777, upload-time = "2026-08-28T09:59:30.95Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/25/5bf74adc65a1ac5b7be3f6cb0bcb5433615c1598a801c19d830d84c98ded/pydantic_core-2.46.5-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:03b9666e41e35d8909852ba191a0607520f81b74eaf12ccf8737005dbb313821", size = 2156312, upload-time = "2026-08-28T09:59:32.604Z" },
+    { url = "https://files.pythonhosted.org/packages/90/6a/2ef38830675e050121040618135564ed56b860b45433b02d9b4ebece46f3/pydantic_core-2.46.5-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:a91c17edf6eea2402cb5457b4c89e99bc5ed1004aa34c4adf1d4258c1a5c22c2", size = 2150067, upload-time = "2026-08-28T09:59:34.453Z" },
+    { url = "https://files.pythonhosted.org/packages/90/ef/a7dbb03a14a64c2a4621f989c615ed9a892535a6cad938fc27079f919d80/pydantic_core-2.46.5-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:b49924c73a235e969511bf2aabdff3beebf9820931f646c80274d5d780010c47", size = 2304516, upload-time = "2026-08-28T09:59:36.194Z" },
+    { url = "https://files.pythonhosted.org/packages/68/f8/6bb4c4b80e8a6fde1904c64a51c62a1d04fcdfa3ea521a66b2ddefa1d885/pydantic_core-2.46.5-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:2cbd9a5eff05e51c447c34dfa4632145b26b09120cf04bd0c871e44c1a5e1c9a", size = 2335223, upload-time = "2026-08-28T09:59:37.931Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/80/f46b8c681195190b2c1f1c7c0a81abce60663e987613e09ef64d433dd96b/pydantic_core-2.46.5-cp314-cp314-win32.whl", hash = "sha256:2d5d76654becf5efd62c9e51c3756c67b49498b0c9a40884934c40807adbd074", size = 1934827, upload-time = "2026-08-28T09:59:39.836Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/3c/60674207246bc0a4009d2391b7c7251c7159f279c8d2ab8aae8ef46f3dee/pydantic_core-2.46.5-cp314-cp314-win_amd64.whl", hash = "sha256:fa10ef4112775900e7a0661068635eb67b2ab824fbde764de6e0e21982a93db0", size = 2042648, upload-time = "2026-08-28T09:59:41.792Z" },
+    { url = "https://files.pythonhosted.org/packages/69/0c/117c562c7c1babdf44576b72a5e496906506c93690387ecfbca7c729ae2e/pydantic_core-2.46.5-cp314-cp314-win_arm64.whl", hash = "sha256:045ab3b6d308439e32b81cc173bba5b9018bc6ed896afd0c65b3b009b1699af5", size = 1989652, upload-time = "2026-08-28T09:59:43.702Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/66/9336ae58f9eb68c41d121894e52c4c89eccb07eb8f602a04ee9c3f37736a/pydantic_core-2.46.5-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:8816f3d218beb4b787de5c9759c259b8fa61f9dec42dc7811f320a33771778b7", size = 2065829, upload-time = "2026-08-28T09:59:45.364Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/02/bc19b47a96c2d3109760711acf22369e56bd7e405ca52f7ade164d2ead57/pydantic_core-2.46.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:bce57638e08ac148e5778cce7feb968307a727d66f8e2274a543d0cf0c9ad6a3", size = 1905716, upload-time = "2026-08-28T09:59:47.18Z" },
+    { url = "https://files.pythonhosted.org/packages/52/a4/70b47c0509923dd98ccfed04fb3e32ea3849c82a0ff2205bb41009b43c00/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:976e1128455aa595ea04c79ccfedff1aaeab96ee013fcc916bed120c4f0ad94f", size = 1934216, upload-time = "2026-08-28T09:59:49.241Z" },
+    { url = "https://files.pythonhosted.org/packages/52/ab/aa03b65f7bb198585edf806b906c3223ecf1795543e39e23aec4cce27ad2/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e7b891faeedeafba41b2983e5001a81b6a915b69544c7e7570d1989ce1c36ac7", size = 2010635, upload-time = "2026-08-28T09:59:51.692Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/8b/0da06343f30b84ec549aafd309c6456223d5dc8bd36af504c573faad561d/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5f194189415698233dd1114a093a9b56e61e2c57e11b469be3b0506f46f0771c", size = 2209369, upload-time = "2026-08-28T09:59:53.582Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/5b/844c4defaa34a3df66eb9257087d121d70c201298b96abdf9f492fc2f1bf/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:82a36973cf8a2ef5406f4fe2edbf8ed0c99629535d959e0b100c76a32535a111", size = 2253238, upload-time = "2026-08-28T09:59:55.484Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/64/a4e536cb16d7f61a7fd3120b46c577fc7fa7325992f69c4f52bc786d77d8/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cdbb78909f52b981d3b2d56b97328d71eb0b974c36bd77c920123a7ebb192829", size = 2065740, upload-time = "2026-08-28T09:59:58.038Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/75/aaa38c6bc2d085f6605b34eabdc6a8a4e0b2e61fc9c8e6e52b28e97b3125/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:52e24eacdb536cade636aa90fb851835222becff8484b7001fdc78cb0290f2aa", size = 2087425, upload-time = "2026-08-28T09:59:59.898Z" },
+    { url = "https://files.pythonhosted.org/packages/55/ae/fcab4cfc39aba3689e1d20c8b5250ad280957022c09af2ed9cd585602a5e/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:37ae34309d7bd8c0d61ab839668058f2a7962ea1fc51d105d2db228fe0618034", size = 2139306, upload-time = "2026-08-28T10:00:03.057Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/f4/f1d03a4bc9d9acbc62f4d742b8a319af52f71885079868b2ff8e48a651ee/pydantic_core-2.46.5-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:0cdbada856a1c69a7624a64d3d9aefe79300bd6ef827b43a4f265010b9b55184", size = 2144589, upload-time = "2026-08-28T10:00:05.645Z" },
+    { url = "https://files.pythonhosted.org/packages/83/f3/7a53bb1356de514a4cd295f25b6ac39237895620c0462d2592b76c16e114/pydantic_core-2.46.5-cp314-cp314t-musllinux_1_1_armv7l.whl", hash = "sha256:545f26c504b27c3758439a5e6d9349931f0a04f855668d5fe323c89e82300a38", size = 2288882, upload-time = "2026-08-28T10:00:07.931Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/94/5a81583660c175c59d49ffb09f4b3a44debeaf86a19fca664ae1cdd9ee32/pydantic_core-2.46.5-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:ff218293c9c806138dca139765e3b067621be52bcd93cdc14c7711be7ddc90a9", size = 2335210, upload-time = "2026-08-28T10:00:10.177Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/9f/5d685c2693b972d1a59c998586e8823712b66603aeff47ee60a4bdaafd37/pydantic_core-2.46.5-cp314-cp314t-win32.whl", hash = "sha256:97cf3eb53a8cccacf9d46686a0926186c9bfb5574f2ed66d3639d5fe117cd3a9", size = 1921180, upload-time = "2026-08-28T10:00:12.35Z" },
+    { url = "https://files.pythonhosted.org/packages/70/12/5c94ee16d65a37a15f9e869f5e6256df111154491173801a4c5e800ab548/pydantic_core-2.46.5-cp314-cp314t-win_amd64.whl", hash = "sha256:d2f9fc07a8042a8f95925b35c4f04f469707c981fc33245b6ca187cf5d2dd290", size = 2020515, upload-time = "2026-08-28T10:00:14.774Z" },
+    { url = "https://files.pythonhosted.org/packages/63/19/67830dda664e6bdf9285ee2e40f355d0d7d6b92aa0c42e8d217bb8d33d36/pydantic_core-2.46.5-cp314-cp314t-win_arm64.whl", hash = "sha256:acf8a67ba51f4ca9ddbd0e6b3000a65ac51ab734661778b3e7ba64d99a710f2f", size = 1989276, upload-time = "2026-08-28T10:00:16.984Z" },
+    { url = "https://files.pythonhosted.org/packages/af/1e/ecca01fce348f7e8afa9572441ff6f7d1cc70d21e4859f33944d10877e1e/pydantic_core-2.46.5-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl", hash = "sha256:c14ad3bdc85ee7f318742c457ca3968a92126d144b15721c759033bfb06296c2", size = 2075342, upload-time = "2026-08-28T10:00:51.353Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/4c/af80c7a8032dfc897040ad5cb772bebde529a381186499e6e29987f23f8c/pydantic_core-2.46.5-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl", hash = "sha256:0bddb4020d8f04175865ccd17eff3040874fc11fb593f424edb452653b4b947c", size = 1907219, upload-time = "2026-08-28T10:00:53.438Z" },
+    { url = "https://files.pythonhosted.org/packages/be/3e/54d89e2b092e778716bf6153634ef479e955f48c261090be23aa1e0fb0b5/pydantic_core-2.46.5-graalpy311-graalpy242_311_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2471fd51c61c610e1dcf7de44d7299283661654d11264ab4802b303368d69c47", size = 1953393, upload-time = "2026-08-28T10:00:55.58Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/89/828ee90cda28ce17bdefaa3a6eaf74fe430e113295a10e6126beca559d6c/pydantic_core-2.46.5-graalpy311-graalpy242_311_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b10ec717381bdbfafef34607824db4c91de69ff085e4fca3b2af91b4fa17e68a", size = 2099024, upload-time = "2026-08-28T10:00:57.794Z" },
+    { url = "https://files.pythonhosted.org/packages/df/dd/053c2e4303f791f3b8f8a14ab0b22008e8eb21d868c0c90b4f9be705b76a/pydantic_core-2.46.5-graalpy312-graalpy250_312_native-macosx_10_12_x86_64.whl", hash = "sha256:013d6f3483d81e02e7c328831808f336c8596ee33b4bd4026b9ffb1e960b8942", size = 2062540, upload-time = "2026-08-28T10:01:00.318Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/dd/a18df751a5e37dd51bfad7f68e766999125bebe68c9e1d10a493ad01bd63/pydantic_core-2.46.5-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:e9c134bb666dd54b778b9fc0d2b50cbb7f979b9e3716f26a88c9ab3b6fc1dd0f", size = 1902040, upload-time = "2026-08-28T10:01:02.529Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/13/01d40f9d07ce8a779fd6e0bd8ad4fba91309500dd67b869e2e219d261a6d/pydantic_core-2.46.5-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:347ec774390c87326a2e4929d58d3f7e8763a104d5d35f4cd595a4c952366433", size = 1967479, upload-time = "2026-08-28T10:01:05.004Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/04/c81d4841331c2178b6fb09ae225425e110ed72d990c9fe556c4ec03d1013/pydantic_core-2.46.5-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e24d8f05fa2d28513d94e877e9c75ad66175376209b3977f916e240e623193c", size = 2111034, upload-time = "2026-08-28T10:01:07.345Z" },
+    { url = "https://files.pythonhosted.org/packages/20/21/22102e9950b3049526d20e811b95396508377d87651edd2b80d2b3d28659/pydantic_core-2.46.5-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ab4b66edffb32d9e951efb3814bd104b8367a7501b81b955cacb5726d897389f", size = 2071333, upload-time = "2026-08-28T10:01:09.636Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/18/87aefa427d191e6d3ab1447f1efc1cdcac86af1069239b133e8a0fd7f7c9/pydantic_core-2.46.5-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:337639ba62a11acde6ef3aeb08c8ea755f8ef1fe5e513356c0f36a2b0d7568b0", size = 1912713, upload-time = "2026-08-28T10:01:12.285Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/93/fd89e9ad49b1805ca94d24ce1088b7d305f05c35ffafcedb9819d03588a0/pydantic_core-2.46.5-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:413a717a410d0c817ef5b786a059415550b3794e1d0c2abffd9efb93a3d9f7b4", size = 2090926, upload-time = "2026-08-28T10:01:15.19Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/45/8e59dab6acf8d35f02f0a958980074f31038968bdb2c983fcae9d1efee03/pydantic_core-2.46.5-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1e449def1945a462c464331254e5a44fca7c3b4f9aedf59ec2f50f8066dd8e25", size = 2131303, upload-time = "2026-08-28T10:01:17.937Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/a5/e1d4dc5180dd887a9522efc1f8716b8692b7606b1d3273d7862eaf66be44/pydantic_core-2.46.5-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:a445486499897b88a7d6c310c88ed64dd37b1b59bfd7ae9107490bbb362f47d6", size = 2145128, upload-time = "2026-08-28T10:01:20.694Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/d7/ad493864a7fb21c0c4df98f965e2db430cb25a9d7369b5778d5016c09fd9/pydantic_core-2.46.5-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:2d330aaba8621b1edcec8ae2c4050f63b84ccf6d98723a8f212e9684713abf0e", size = 2294560, upload-time = "2026-08-28T10:01:23.495Z" },
+    { url = "https://files.pythonhosted.org/packages/02/8e/b41c84c913f29973a268e6c2b5bbf13c95adb9956c126d10da11ba3b2bef/pydantic_core-2.46.5-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:b6acfb46a814762367fb7ba0828b0a17d441b92ce249a0e007474c9072662dda", size = 2317531, upload-time = "2026-08-28T10:01:26.334Z" },
+    { url = "https://files.pythonhosted.org/packages/db/1d/068464f23075f66a8f1b806935e9cd9363ee446636ea70d2c22ee8659dbf/pydantic_core-2.46.5-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:d0a24b40877af2de4950252be9d21eaf7fb07660f3c2cae1f56c6b599ada5266", size = 2140686, upload-time = "2026-08-28T10:01:28.947Z" },
+]
+
 [[package]]
 name = "pyloudnorm"
 version = "0.2.0"
@@ -1306,6 +1565,88 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" },
 ]
 
+[[package]]
+name = "python-dotenv"
+version = "1.2.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/6a/53/ed9d74092561d4b01a2ef1349d52cdbc135e526c245f366b089cfca6de49/python_dotenv-1.2.3.tar.gz", hash = "sha256:a20a594dabeaa385725aa239d5244871c143ecb356add8a20fcf23773a6c3a35", size = 58945, upload-time = "2026-08-16T16:54:54.067Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0d/17/c5c6b53ddc18f297992099b3d9ec16c855c0ccc83263a21fe4d1c625ec6c/python_dotenv-1.2.3-py3-none-any.whl", hash = "sha256:904552145e8bfed22162c09dab1c2b9b54fefa7b23ba780f4f26ca0316b0f0d9", size = 22780, upload-time = "2026-08-16T16:54:52.473Z" },
+]
+
+[[package]]
+name = "python-multipart"
+version = "0.0.32"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5b/42/55c32bb9b12693c092ad250a0e82edb5b31ddeda6eb772de5f308b3804ad/python_multipart-0.0.32.tar.gz", hash = "sha256:be54b7f3fa167bb83e4fcd936b887b708f4e57fe75911c02aebf53efaf8d938e", size = 46881, upload-time = "2026-06-04T16:18:58.647Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e1/04/e8135ebd1ad02c56ec633277529b2602ff99ff634be76cdba5744cf554fd/python_multipart-0.0.32-py3-none-any.whl", hash = "sha256:ff6d3f776f16878c894e52e107296ffc890e913c611b1a4ec6c44e2821fe2e23", size = 30042, upload-time = "2026-06-04T16:18:57.319Z" },
+]
+
+[[package]]
+name = "pyyaml"
+version = "6.0.3"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/05/8e/961c0007c59b8dd7729d542c61a4d537767a59645b82a0b521206e1e25c2/pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f", size = 130960, upload-time = "2025-09-25T21:33:16.546Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f4/a0/39350dd17dd6d6c6507025c0e53aef67a9293a6d37d3511f23ea510d5800/pyyaml-6.0.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b", size = 184227, upload-time = "2025-09-25T21:31:46.04Z" },
+    { url = "https://files.pythonhosted.org/packages/05/14/52d505b5c59ce73244f59c7a50ecf47093ce4765f116cdb98286a71eeca2/pyyaml-6.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956", size = 174019, upload-time = "2025-09-25T21:31:47.706Z" },
+    { url = "https://files.pythonhosted.org/packages/43/f7/0e6a5ae5599c838c696adb4e6330a59f463265bfa1e116cfd1fbb0abaaae/pyyaml-6.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8", size = 740646, upload-time = "2025-09-25T21:31:49.21Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/3a/61b9db1d28f00f8fd0ae760459a5c4bf1b941baf714e207b6eb0657d2578/pyyaml-6.0.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198", size = 840793, upload-time = "2025-09-25T21:31:50.735Z" },
+    { url = "https://files.pythonhosted.org/packages/7a/1e/7acc4f0e74c4b3d9531e24739e0ab832a5edf40e64fbae1a9c01941cabd7/pyyaml-6.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b", size = 770293, upload-time = "2025-09-25T21:31:51.828Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/ef/abd085f06853af0cd59fa5f913d61a8eab65d7639ff2a658d18a25d6a89d/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0", size = 732872, upload-time = "2025-09-25T21:31:53.282Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/15/2bc9c8faf6450a8b3c9fc5448ed869c599c0a74ba2669772b1f3a0040180/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69", size = 758828, upload-time = "2025-09-25T21:31:54.807Z" },
+    { url = "https://files.pythonhosted.org/packages/a3/00/531e92e88c00f4333ce359e50c19b8d1de9fe8d581b1534e35ccfbc5f393/pyyaml-6.0.3-cp310-cp310-win32.whl", hash = "sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e", size = 142415, upload-time = "2025-09-25T21:31:55.885Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/fa/926c003379b19fca39dd4634818b00dec6c62d87faf628d1394e137354d4/pyyaml-6.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c", size = 158561, upload-time = "2025-09-25T21:31:57.406Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/16/a95b6757765b7b031c9374925bb718d55e0a9ba8a1b6a12d25962ea44347/pyyaml-6.0.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e", size = 185826, upload-time = "2025-09-25T21:31:58.655Z" },
+    { url = "https://files.pythonhosted.org/packages/16/19/13de8e4377ed53079ee996e1ab0a9c33ec2faf808a4647b7b4c0d46dd239/pyyaml-6.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824", size = 175577, upload-time = "2025-09-25T21:32:00.088Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/62/d2eb46264d4b157dae1275b573017abec435397aa59cbcdab6fc978a8af4/pyyaml-6.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c", size = 775556, upload-time = "2025-09-25T21:32:01.31Z" },
+    { url = "https://files.pythonhosted.org/packages/10/cb/16c3f2cf3266edd25aaa00d6c4350381c8b012ed6f5276675b9eba8d9ff4/pyyaml-6.0.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00", size = 882114, upload-time = "2025-09-25T21:32:03.376Z" },
+    { url = "https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d", size = 806638, upload-time = "2025-09-25T21:32:04.553Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/6f/529b0f316a9fd167281a6c3826b5583e6192dba792dd55e3203d3f8e655a/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a", size = 767463, upload-time = "2025-09-25T21:32:06.152Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/6a/b627b4e0c1dd03718543519ffb2f1deea4a1e6d42fbab8021936a4d22589/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4", size = 794986, upload-time = "2025-09-25T21:32:07.367Z" },
+    { url = "https://files.pythonhosted.org/packages/45/91/47a6e1c42d9ee337c4839208f30d9f09caa9f720ec7582917b264defc875/pyyaml-6.0.3-cp311-cp311-win32.whl", hash = "sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b", size = 142543, upload-time = "2025-09-25T21:32:08.95Z" },
+    { url = "https://files.pythonhosted.org/packages/da/e3/ea007450a105ae919a72393cb06f122f288ef60bba2dc64b26e2646fa315/pyyaml-6.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf", size = 158763, upload-time = "2025-09-25T21:32:09.96Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/33/422b98d2195232ca1826284a76852ad5a86fe23e31b009c9886b2d0fb8b2/pyyaml-6.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196", size = 182063, upload-time = "2025-09-25T21:32:11.445Z" },
+    { url = "https://files.pythonhosted.org/packages/89/a0/6cf41a19a1f2f3feab0e9c0b74134aa2ce6849093d5517a0c550fe37a648/pyyaml-6.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0", size = 173973, upload-time = "2025-09-25T21:32:12.492Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/23/7a778b6bd0b9a8039df8b1b1d80e2e2ad78aa04171592c8a5c43a56a6af4/pyyaml-6.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28", size = 775116, upload-time = "2025-09-25T21:32:13.652Z" },
+    { url = "https://files.pythonhosted.org/packages/65/30/d7353c338e12baef4ecc1b09e877c1970bd3382789c159b4f89d6a70dc09/pyyaml-6.0.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c", size = 844011, upload-time = "2025-09-25T21:32:15.21Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/9d/b3589d3877982d4f2329302ef98a8026e7f4443c765c46cfecc8858c6b4b/pyyaml-6.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc", size = 807870, upload-time = "2025-09-25T21:32:16.431Z" },
+    { url = "https://files.pythonhosted.org/packages/05/c0/b3be26a015601b822b97d9149ff8cb5ead58c66f981e04fedf4e762f4bd4/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e", size = 761089, upload-time = "2025-09-25T21:32:17.56Z" },
+    { url = "https://files.pythonhosted.org/packages/be/8e/98435a21d1d4b46590d5459a22d88128103f8da4c2d4cb8f14f2a96504e1/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea", size = 790181, upload-time = "2025-09-25T21:32:18.834Z" },
+    { url = "https://files.pythonhosted.org/packages/74/93/7baea19427dcfbe1e5a372d81473250b379f04b1bd3c4c5ff825e2327202/pyyaml-6.0.3-cp312-cp312-win32.whl", hash = "sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5", size = 137658, upload-time = "2025-09-25T21:32:20.209Z" },
+    { url = "https://files.pythonhosted.org/packages/86/bf/899e81e4cce32febab4fb42bb97dcdf66bc135272882d1987881a4b519e9/pyyaml-6.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b", size = 154003, upload-time = "2025-09-25T21:32:21.167Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/08/67bd04656199bbb51dbed1439b7f27601dfb576fb864099c7ef0c3e55531/pyyaml-6.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd", size = 140344, upload-time = "2025-09-25T21:32:22.617Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/11/0fd08f8192109f7169db964b5707a2f1e8b745d4e239b784a5a1dd80d1db/pyyaml-6.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8", size = 181669, upload-time = "2025-09-25T21:32:23.673Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/16/95309993f1d3748cd644e02e38b75d50cbc0d9561d21f390a76242ce073f/pyyaml-6.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1", size = 173252, upload-time = "2025-09-25T21:32:25.149Z" },
+    { url = "https://files.pythonhosted.org/packages/50/31/b20f376d3f810b9b2371e72ef5adb33879b25edb7a6d072cb7ca0c486398/pyyaml-6.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c", size = 767081, upload-time = "2025-09-25T21:32:26.575Z" },
+    { url = "https://files.pythonhosted.org/packages/49/1e/a55ca81e949270d5d4432fbbd19dfea5321eda7c41a849d443dc92fd1ff7/pyyaml-6.0.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5", size = 841159, upload-time = "2025-09-25T21:32:27.727Z" },
+    { url = "https://files.pythonhosted.org/packages/74/27/e5b8f34d02d9995b80abcef563ea1f8b56d20134d8f4e5e81733b1feceb2/pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6", size = 801626, upload-time = "2025-09-25T21:32:28.878Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/11/ba845c23988798f40e52ba45f34849aa8a1f2d4af4b798588010792ebad6/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6", size = 753613, upload-time = "2025-09-25T21:32:30.178Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/e0/7966e1a7bfc0a45bf0a7fb6b98ea03fc9b8d84fa7f2229e9659680b69ee3/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be", size = 794115, upload-time = "2025-09-25T21:32:31.353Z" },
+    { url = "https://files.pythonhosted.org/packages/de/94/980b50a6531b3019e45ddeada0626d45fa85cbe22300844a7983285bed3b/pyyaml-6.0.3-cp313-cp313-win32.whl", hash = "sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26", size = 137427, upload-time = "2025-09-25T21:32:32.58Z" },
+    { url = "https://files.pythonhosted.org/packages/97/c9/39d5b874e8b28845e4ec2202b5da735d0199dbe5b8fb85f91398814a9a46/pyyaml-6.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c", size = 154090, upload-time = "2025-09-25T21:32:33.659Z" },
+    { url = "https://files.pythonhosted.org/packages/73/e8/2bdf3ca2090f68bb3d75b44da7bbc71843b19c9f2b9cb9b0f4ab7a5a4329/pyyaml-6.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb", size = 140246, upload-time = "2025-09-25T21:32:34.663Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/8c/f4bd7f6465179953d3ac9bc44ac1a8a3e6122cf8ada906b4f96c60172d43/pyyaml-6.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac", size = 181814, upload-time = "2025-09-25T21:32:35.712Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310", size = 173809, upload-time = "2025-09-25T21:32:36.789Z" },
+    { url = "https://files.pythonhosted.org/packages/92/b5/47e807c2623074914e29dabd16cbbdd4bf5e9b2db9f8090fa64411fc5382/pyyaml-6.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7", size = 766454, upload-time = "2025-09-25T21:32:37.966Z" },
+    { url = "https://files.pythonhosted.org/packages/02/9e/e5e9b168be58564121efb3de6859c452fccde0ab093d8438905899a3a483/pyyaml-6.0.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788", size = 836355, upload-time = "2025-09-25T21:32:39.178Z" },
+    { url = "https://files.pythonhosted.org/packages/88/f9/16491d7ed2a919954993e48aa941b200f38040928474c9e85ea9e64222c3/pyyaml-6.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5", size = 794175, upload-time = "2025-09-25T21:32:40.865Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/3f/5989debef34dc6397317802b527dbbafb2b4760878a53d4166579111411e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764", size = 755228, upload-time = "2025-09-25T21:32:42.084Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/ce/af88a49043cd2e265be63d083fc75b27b6ed062f5f9fd6cdc223ad62f03e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35", size = 789194, upload-time = "2025-09-25T21:32:43.362Z" },
+    { url = "https://files.pythonhosted.org/packages/23/20/bb6982b26a40bb43951265ba29d4c246ef0ff59c9fdcdf0ed04e0687de4d/pyyaml-6.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac", size = 156429, upload-time = "2025-09-25T21:32:57.844Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/f4/a4541072bb9422c8a883ab55255f918fa378ecf083f5b85e87fc2b4eda1b/pyyaml-6.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3", size = 143912, upload-time = "2025-09-25T21:32:59.247Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/f9/07dd09ae774e4616edf6cda684ee78f97777bdd15847253637a6f052a62f/pyyaml-6.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3", size = 189108, upload-time = "2025-09-25T21:32:44.377Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/78/8d08c9fb7ce09ad8c38ad533c1191cf27f7ae1effe5bb9400a46d9437fcf/pyyaml-6.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba", size = 183641, upload-time = "2025-09-25T21:32:45.407Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/5b/3babb19104a46945cf816d047db2788bcaf8c94527a805610b0289a01c6b/pyyaml-6.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c", size = 831901, upload-time = "2025-09-25T21:32:48.83Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/cc/dff0684d8dc44da4d22a13f35f073d558c268780ce3c6ba1b87055bb0b87/pyyaml-6.0.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702", size = 861132, upload-time = "2025-09-25T21:32:50.149Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/5e/f77dc6b9036943e285ba76b49e118d9ea929885becb0a29ba8a7c75e29fe/pyyaml-6.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c", size = 839261, upload-time = "2025-09-25T21:32:51.808Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/88/a9db1376aa2a228197c58b37302f284b5617f56a5d959fd1763fb1675ce6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065", size = 805272, upload-time = "2025-09-25T21:32:52.941Z" },
+    { url = "https://files.pythonhosted.org/packages/da/92/1446574745d74df0c92e6aa4a7b0b3130706a4142b2d1a5869f2eaa423c6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65", size = 829923, upload-time = "2025-09-25T21:32:54.537Z" },
+    { url = "https://files.pythonhosted.org/packages/f0/7a/1c7270340330e575b92f397352af856a8c06f230aa3e76f86b39d01b416a/pyyaml-6.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9", size = 174062, upload-time = "2025-09-25T21:32:55.767Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/12/de94a39c2ef588c7e6455cfbe7343d3b2dc9d6b6b2f40c4c6565744c873d/pyyaml-6.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b", size = 149341, upload-time = "2025-09-25T21:32:56.828Z" },
+]
+
 [[package]]
 name = "requests"
 version = "2.34.2"
@@ -1329,10 +1670,10 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 dependencies = [
-    { name = "joblib", marker = "python_full_version < '3.11'" },
+    { name = "joblib" },
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" } },
-    { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" } },
-    { name = "threadpoolctl", marker = "python_full_version < '3.11'" },
+    { name = "threadpoolctl" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/98/c2/a7855e41c9d285dfe86dc50b250978105dce513d6e459ea66a6aeb0e1e0c/scikit_learn-1.7.2.tar.gz", hash = "sha256:20e9e49ecd130598f1ca38a1d85090e1a600147b9c02fa6f15d69cb53d968fda", size = 7193136, upload-time = "2025-09-09T08:21:29.075Z" }
 wheels = [
@@ -1377,10 +1718,10 @@ resolution-markers = [
     "python_full_version >= '3.11' and python_full_version < '3.13'",
 ]
 dependencies = [
-    { name = "joblib", marker = "python_full_version >= '3.11'" },
+    { name = "joblib" },
-    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" } },
-    { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "scipy", version = "1.17.1", source = { registry = "https://pypi.org/simple" } },
-    { name = "threadpoolctl", marker = "python_full_version >= '3.11'" },
+    { name = "threadpoolctl" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/0e/d4/40988bf3b8e34feec1d0e6a051446b1f66225f8529b9309becaeef62b6c4/scikit_learn-1.8.0.tar.gz", hash = "sha256:9bccbb3b40e3de10351f8f5068e105d0f4083b1a65fa07b6634fbc401a6287fd", size = 7335585, upload-time = "2025-12-10T07:08:53.618Z" }
 wheels = [
@@ -1430,7 +1771,7 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
 dependencies = [
-    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" } },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz", hash = "sha256:eae3cf522bc7df64b42cad3925c876e1b0b6c35c1337c93e12c0f366f55b0eaf", size = 59419214, upload-time = "2025-05-08T16:13:05.955Z" }
 wheels = [
@@ -1490,7 +1831,7 @@ resolution-markers = [
     "python_full_version >= '3.11' and python_full_version < '3.13'",
 ]
 dependencies = [
-    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" } },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/7a/97/5a3609c4f8d58b039179648e62dd220f89864f56f7357f5d4f45c29eb2cc/scipy-1.17.1.tar.gz", hash = "sha256:95d8e012d8cb8816c226aef832200b1d45109ed4464303e997c5b13122b297c0", size = 30573822, upload-time = "2026-02-23T00:26:24.851Z" }
 wheels = [
@@ -1622,8 +1963,8 @@ name = "standard-aifc"
 version = "3.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "audioop-lts", marker = "python_full_version >= '3.13'" },
+    { name = "audioop-lts" },
-    { name = "standard-chunk", marker = "python_full_version >= '3.13'" },
+    { name = "standard-chunk" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/c4/53/6050dc3dde1671eb3db592c13b55a8005e5040131f7509cef0215212cb84/standard_aifc-3.13.0.tar.gz", hash = "sha256:64e249c7cb4b3daf2fdba4e95721f811bde8bdfc43ad9f936589b7bb2fae2e43", size = 15240, upload-time = "2024-10-30T16:01:31.772Z" }
 wheels = [
@@ -1644,13 +1985,26 @@ name = "standard-sunau"
 version = "3.13.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "audioop-lts", marker = "python_full_version >= '3.13'" },
+    { name = "audioop-lts" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/66/e3/ce8d38cb2d70e05ffeddc28bb09bad77cfef979eb0a299c9117f7ed4e6a9/standard_sunau-3.13.0.tar.gz", hash = "sha256:b319a1ac95a09a2378a8442f403c66f4fd4b36616d6df6ae82b8e536ee790908", size = 9368, upload-time = "2024-10-30T16:01:41.626Z" }
 wheels = [
     { url = "https://files.pythonhosted.org/packages/34/ae/e3707f6c1bc6f7aa0df600ba8075bfb8a19252140cd595335be60e25f9ee/standard_sunau-3.13.0-py3-none-any.whl", hash = "sha256:53af624a9529c41062f4c2fd33837f297f3baa196b0cfceffea6555654602622", size = 7364, upload-time = "2024-10-30T16:01:28.003Z" },
 ]
 
+[[package]]
+name = "starlette"
+version = "1.6.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b5/b4/205b0d5241d934e8add0c38aa924c4f9fb7330834ff11e5444db964ec3f9/starlette-1.6.0.tar.gz", hash = "sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b", size = 2716969, upload-time = "2026-08-08T18:27:57.512Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c8/cb/6a6a47d5b464bd08695d254f3da6e7986cc70c9fa5d778eda57538edfe56/starlette-1.6.0-py3-none-any.whl", hash = "sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c", size = 75969, upload-time = "2026-08-08T18:27:56.196Z" },
+]
+
 [[package]]
 name = "threadpoolctl"
 version = "3.6.0"
@@ -1669,6 +2023,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548", size = 44614, upload-time = "2025-08-25T13:49:24.86Z" },
 ]
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a3/26/b09b8010994eccc3c09092e6b34058f36a460eea2d4c3e8b910c695975a0/typing_inspection-0.4.4.tar.gz", hash = "sha256:547274fa6b0a561ccf549cc9524b999a578e737d015d8709d021f9d0d13bea47", size = 76928, upload-time = "2026-08-12T12:37:25.997Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/67/81/4add07e5172b7ac40d8ed5ff580409a7801a4fe26d529bdd915401dabfbe/typing_inspection-0.4.4-py3-none-any.whl", hash = "sha256:65b8397ba37ccbce054456aaccddfc91e6e3083c92824df348d96ca832f3f147", size = 14750, upload-time = "2026-08-12T12:37:24.648Z" },
+]
+
 [[package]]
 name = "uj-mastering-master"
 version = "0.1.0"
@@ -1680,22 +2046,35 @@ dependencies = [
     { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
     { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
     { name = "pyloudnorm" },
+]
+
+[package.optional-dependencies]
+desktop = [
     { name = "pyqt5" },
     { name = "pyqt5-qt5", marker = "sys_platform == 'win32'" },
     { name = "pyqtgraph" },
 ]
+web = [
+    { name = "fastapi" },
+    { name = "python-multipart" },
+    { name = "uvicorn", extra = ["standard"] },
+]
 
 [package.metadata]
 requires-dist = [
+    { name = "fastapi", marker = "extra == 'web'", specifier = ">=0.110" },
     { name = "librosa" },
     { name = "matplotlib" },
     { name = "mutagen" },
     { name = "numpy" },
     { name = "pyloudnorm" },
-    { name = "pyqt5", specifier = ">=5.15.10" },
+    { name = "pyqt5", marker = "extra == 'desktop'", specifier = ">=5.15.10" },
-    { name = "pyqt5-qt5", marker = "sys_platform == 'win32'", specifier = "==5.15.2" },
+    { name = "pyqt5-qt5", marker = "sys_platform == 'win32' and extra == 'desktop'", specifier = "==5.15.2" },
-    { name = "pyqtgraph", specifier = ">=0.14.0" },
+    { name = "pyqtgraph", marker = "extra == 'desktop'", specifier = ">=0.14.0" },
+    { name = "python-multipart", marker = "extra == 'web'", specifier = ">=0.0.9" },
+    { name = "uvicorn", extras = ["standard"], marker = "extra == 'web'", specifier = ">=0.27" },
 ]
+provides-extras = ["desktop", "web"]
 
 [[package]]
 name = "urllib3"
@@ -1705,3 +2084,467 @@ sdist = { url = "https://files.pythonhosted.org/packages/53/0c/06f8b233b8fd13b9e
 wheels = [
     { url = "https://files.pythonhosted.org/packages/7f/3e/5db95bcf282c52709639744ca2a8b149baccf648e39c8cc87553df9eae0c/urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897", size = 131087, upload-time = "2026-05-07T16:13:17.151Z" },
 ]
+
+[[package]]
+name = "uvicorn"
+version = "0.52.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "h11" },
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f2/0f/3f86e61397dd33bf2ccf28188c40db6a740658aeebbbf6e7dbc101a1f487/uvicorn-0.52.4.tar.gz", hash = "sha256:73acfee47a0b133c5de13d219492d62d8a31e935f4fe6e41a232451a15379f86", size = 100627, upload-time = "2026-08-19T06:27:41.821Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/f1/79/4a20b54ab0491485ccd8c077db2d39187c7f12b3e15485d38a7be37c81b4/uvicorn-0.52.4-py3-none-any.whl", hash = "sha256:f86e41a149d7d05a9969337e3946a9c171c06a5d42680896daaba624aeac8da1", size = 79871, upload-time = "2026-08-19T06:27:40.36Z" },
+]
+
+[package.optional-dependencies]
+standard = [
+    { name = "httptools" },
+    { name = "python-dotenv" },
+    { name = "pyyaml" },
+    { name = "uvloop", marker = "platform_python_implementation != 'PyPy' and sys_platform != 'cygwin' and sys_platform != 'win32'" },
+    { name = "watchfiles" },
+    { name = "websockets", version = "16.1.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11'" },
+    { name = "websockets", version = "17.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11'" },
+]
+
+[[package]]
+name = "uvloop"
+version = "0.22.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/06/f0/18d39dbd1971d6d62c4629cc7fa67f74821b0dc1f5a77af43719de7936a7/uvloop-0.22.1.tar.gz", hash = "sha256:6c84bae345b9147082b17371e3dd5d42775bddce91f885499017f4607fdaf39f", size = 2443250, upload-time = "2025-10-16T22:17:19.342Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/eb/14/ecceb239b65adaaf7fde510aa8bd534075695d1e5f8dadfa32b5723d9cfb/uvloop-0.22.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ef6f0d4cc8a9fa1f6a910230cd53545d9a14479311e87e3cb225495952eb672c", size = 1343335, upload-time = "2025-10-16T22:16:11.43Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/ae/6f6f9af7f590b319c94532b9567409ba11f4fa71af1148cab1bf48a07048/uvloop-0.22.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7cd375a12b71d33d46af85a3343b35d98e8116134ba404bd657b3b1d15988792", size = 742903, upload-time = "2025-10-16T22:16:12.979Z" },
+    { url = "https://files.pythonhosted.org/packages/09/bd/3667151ad0702282a1f4d5d29288fce8a13c8b6858bf0978c219cd52b231/uvloop-0.22.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ac33ed96229b7790eb729702751c0e93ac5bc3bcf52ae9eccbff30da09194b86", size = 3648499, upload-time = "2025-10-16T22:16:14.451Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/f6/21657bb3beb5f8c57ce8be3b83f653dd7933c2fd00545ed1b092d464799a/uvloop-0.22.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:481c990a7abe2c6f4fc3d98781cc9426ebd7f03a9aaa7eb03d3bfc68ac2a46bd", size = 3700133, upload-time = "2025-10-16T22:16:16.272Z" },
+    { url = "https://files.pythonhosted.org/packages/09/e0/604f61d004ded805f24974c87ddd8374ef675644f476f01f1df90e4cdf72/uvloop-0.22.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a592b043a47ad17911add5fbd087c76716d7c9ccc1d64ec9249ceafd735f03c2", size = 3512681, upload-time = "2025-10-16T22:16:18.07Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/ce/8491fd370b0230deb5eac69c7aae35b3be527e25a911c0acdffb922dc1cd/uvloop-0.22.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:1489cf791aa7b6e8c8be1c5a080bae3a672791fcb4e9e12249b05862a2ca9cec", size = 3615261, upload-time = "2025-10-16T22:16:19.596Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/d5/69900f7883235562f1f50d8184bb7dd84a2fb61e9ec63f3782546fdbd057/uvloop-0.22.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c60ebcd36f7b240b30788554b6f0782454826a0ed765d8430652621b5de674b9", size = 1352420, upload-time = "2025-10-16T22:16:21.187Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/73/c4e271b3bce59724e291465cc936c37758886a4868787da0278b3b56b905/uvloop-0.22.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3b7f102bf3cb1995cfeaee9321105e8f5da76fdb104cdad8986f85461a1b7b77", size = 748677, upload-time = "2025-10-16T22:16:22.558Z" },
+    { url = "https://files.pythonhosted.org/packages/86/94/9fb7fad2f824d25f8ecac0d70b94d0d48107ad5ece03769a9c543444f78a/uvloop-0.22.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:53c85520781d84a4b8b230e24a5af5b0778efdb39142b424990ff1ef7c48ba21", size = 3753819, upload-time = "2025-10-16T22:16:23.903Z" },
+    { url = "https://files.pythonhosted.org/packages/74/4f/256aca690709e9b008b7108bc85fba619a2bc37c6d80743d18abad16ee09/uvloop-0.22.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:56a2d1fae65fd82197cb8c53c367310b3eabe1bbb9fb5a04d28e3e3520e4f702", size = 3804529, upload-time = "2025-10-16T22:16:25.246Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/74/03c05ae4737e871923d21a76fe28b6aad57f5c03b6e6bfcfa5ad616013e4/uvloop-0.22.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:40631b049d5972c6755b06d0bfe8233b1bd9a8a6392d9d1c45c10b6f9e9b2733", size = 3621267, upload-time = "2025-10-16T22:16:26.819Z" },
+    { url = "https://files.pythonhosted.org/packages/75/be/f8e590fe61d18b4a92070905497aec4c0e64ae1761498cad09023f3f4b3e/uvloop-0.22.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:535cc37b3a04f6cd2c1ef65fa1d370c9a35b6695df735fcff5427323f2cd5473", size = 3723105, upload-time = "2025-10-16T22:16:28.252Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/ff/7f72e8170be527b4977b033239a83a68d5c881cc4775fca255c677f7ac5d/uvloop-0.22.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42", size = 1359936, upload-time = "2025-10-16T22:16:29.436Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/c6/e5d433f88fd54d81ef4be58b2b7b0cea13c442454a1db703a1eea0db1a59/uvloop-0.22.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:51eb9bd88391483410daad430813d982010f9c9c89512321f5b60e2cddbdddd6", size = 752769, upload-time = "2025-10-16T22:16:30.493Z" },
+    { url = "https://files.pythonhosted.org/packages/24/68/a6ac446820273e71aa762fa21cdcc09861edd3536ff47c5cd3b7afb10eeb/uvloop-0.22.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:700e674a166ca5778255e0e1dc4e9d79ab2acc57b9171b79e65feba7184b3370", size = 4317413, upload-time = "2025-10-16T22:16:31.644Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/6f/e62b4dfc7ad6518e7eff2516f680d02a0f6eb62c0c212e152ca708a0085e/uvloop-0.22.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7b5b1ac819a3f946d3b2ee07f09149578ae76066d70b44df3fa990add49a82e4", size = 4426307, upload-time = "2025-10-16T22:16:32.917Z" },
+    { url = "https://files.pythonhosted.org/packages/90/60/97362554ac21e20e81bcef1150cb2a7e4ffdaf8ea1e5b2e8bf7a053caa18/uvloop-0.22.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e047cc068570bac9866237739607d1313b9253c3051ad84738cbb095be0537b2", size = 4131970, upload-time = "2025-10-16T22:16:34.015Z" },
+    { url = "https://files.pythonhosted.org/packages/99/39/6b3f7d234ba3964c428a6e40006340f53ba37993f46ed6e111c6e9141d18/uvloop-0.22.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:512fec6815e2dd45161054592441ef76c830eddaad55c8aa30952e6fe1ed07c0", size = 4296343, upload-time = "2025-10-16T22:16:35.149Z" },
+    { url = "https://files.pythonhosted.org/packages/89/8c/182a2a593195bfd39842ea68ebc084e20c850806117213f5a299dfc513d9/uvloop-0.22.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:561577354eb94200d75aca23fbde86ee11be36b00e52a4eaf8f50fb0c86b7705", size = 1358611, upload-time = "2025-10-16T22:16:36.833Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/14/e301ee96a6dc95224b6f1162cd3312f6d1217be3907b79173b06785f2fe7/uvloop-0.22.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1cdf5192ab3e674ca26da2eada35b288d2fa49fdd0f357a19f0e7c4e7d5077c8", size = 751811, upload-time = "2025-10-16T22:16:38.275Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/02/654426ce265ac19e2980bfd9ea6590ca96a56f10c76e63801a2df01c0486/uvloop-0.22.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6e2ea3d6190a2968f4a14a23019d3b16870dd2190cd69c8180f7c632d21de68d", size = 4288562, upload-time = "2025-10-16T22:16:39.375Z" },
+    { url = "https://files.pythonhosted.org/packages/15/c0/0be24758891ef825f2065cd5db8741aaddabe3e248ee6acc5e8a80f04005/uvloop-0.22.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0530a5fbad9c9e4ee3f2b33b148c6a64d47bbad8000ea63704fa8260f4cf728e", size = 4366890, upload-time = "2025-10-16T22:16:40.547Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/53/8369e5219a5855869bcee5f4d317f6da0e2c669aecf0ef7d371e3d084449/uvloop-0.22.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bc5ef13bbc10b5335792360623cc378d52d7e62c2de64660616478c32cd0598e", size = 4119472, upload-time = "2025-10-16T22:16:41.694Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/ba/d69adbe699b768f6b29a5eec7b47dd610bd17a69de51b251126a801369ea/uvloop-0.22.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1f38ec5e3f18c8a10ded09742f7fb8de0108796eb673f30ce7762ce1b8550cad", size = 4239051, upload-time = "2025-10-16T22:16:43.224Z" },
+    { url = "https://files.pythonhosted.org/packages/90/cd/b62bdeaa429758aee8de8b00ac0dd26593a9de93d302bff3d21439e9791d/uvloop-0.22.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3879b88423ec7e97cd4eba2a443aa26ed4e59b45e6b76aabf13fe2f27023a142", size = 1362067, upload-time = "2025-10-16T22:16:44.503Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/f8/a132124dfda0777e489ca86732e85e69afcd1ff7686647000050ba670689/uvloop-0.22.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:4baa86acedf1d62115c1dc6ad1e17134476688f08c6efd8a2ab076e815665c74", size = 752423, upload-time = "2025-10-16T22:16:45.968Z" },
+    { url = "https://files.pythonhosted.org/packages/a3/94/94af78c156f88da4b3a733773ad5ba0b164393e357cc4bd0ab2e2677a7d6/uvloop-0.22.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:297c27d8003520596236bdb2335e6b3f649480bd09e00d1e3a99144b691d2a35", size = 4272437, upload-time = "2025-10-16T22:16:47.451Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/35/60249e9fd07b32c665192cec7af29e06c7cd96fa1d08b84f012a56a0b38e/uvloop-0.22.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c1955d5a1dd43198244d47664a5858082a3239766a839b2102a269aaff7a4e25", size = 4292101, upload-time = "2025-10-16T22:16:49.318Z" },
+    { url = "https://files.pythonhosted.org/packages/02/62/67d382dfcb25d0a98ce73c11ed1a6fba5037a1a1d533dcbb7cab033a2636/uvloop-0.22.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b31dc2fccbd42adc73bc4e7cdbae4fc5086cf378979e53ca5d0301838c5682c6", size = 4114158, upload-time = "2025-10-16T22:16:50.517Z" },
+    { url = "https://files.pythonhosted.org/packages/f0/7a/f1171b4a882a5d13c8b7576f348acfe6074d72eaf52cccef752f748d4a9f/uvloop-0.22.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:93f617675b2d03af4e72a5333ef89450dfaa5321303ede6e67ba9c9d26878079", size = 4177360, upload-time = "2025-10-16T22:16:52.646Z" },
+    { url = "https://files.pythonhosted.org/packages/79/7b/b01414f31546caf0919da80ad57cbfe24c56b151d12af68cee1b04922ca8/uvloop-0.22.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:37554f70528f60cad66945b885eb01f1bb514f132d92b6eeed1c90fd54ed6289", size = 1454790, upload-time = "2025-10-16T22:16:54.355Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/31/0bb232318dd838cad3fa8fb0c68c8b40e1145b32025581975e18b11fab40/uvloop-0.22.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:b76324e2dc033a0b2f435f33eb88ff9913c156ef78e153fb210e03c13da746b3", size = 796783, upload-time = "2025-10-16T22:16:55.906Z" },
+    { url = "https://files.pythonhosted.org/packages/42/38/c9b09f3271a7a723a5de69f8e237ab8e7803183131bc57c890db0b6bb872/uvloop-0.22.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:badb4d8e58ee08dad957002027830d5c3b06aea446a6a3744483c2b3b745345c", size = 4647548, upload-time = "2025-10-16T22:16:57.008Z" },
+    { url = "https://files.pythonhosted.org/packages/c1/37/945b4ca0ac27e3dc4952642d4c900edd030b3da6c9634875af6e13ae80e5/uvloop-0.22.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b91328c72635f6f9e0282e4a57da7470c7350ab1c9f48546c0f2866205349d21", size = 4467065, upload-time = "2025-10-16T22:16:58.206Z" },
+    { url = "https://files.pythonhosted.org/packages/97/cc/48d232f33d60e2e2e0b42f4e73455b146b76ebe216487e862700457fbf3c/uvloop-0.22.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:daf620c2995d193449393d6c62131b3fbd40a63bf7b307a1527856ace637fe88", size = 4328384, upload-time = "2025-10-16T22:16:59.36Z" },
+    { url = "https://files.pythonhosted.org/packages/e4/16/c1fd27e9549f3c4baf1dc9c20c456cd2f822dbf8de9f463824b0c0357e06/uvloop-0.22.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:6cde23eeda1a25c75b2e07d39970f3374105d5eafbaab2a4482be82f272d5a5e", size = 4296730, upload-time = "2025-10-16T22:17:00.744Z" },
+]
+
+[[package]]
+name = "watchfiles"
+version = "1.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/cd/41/5e1a4bb12aac5f1493fa1bdc11154eca3b258ca4eba65d39c473fe19d8e9/watchfiles-1.2.0.tar.gz", hash = "sha256:c995fba777f1ea992f090f9236e9284cf7a5d1a0130dd5a3d82c598cacd76838", size = 108252, upload-time = "2026-05-18T04:32:04.251Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0d/5a/2bf22ecb24916983bf1cc0095e7dea2741d14d6553b0d6a2ac8bc96eca93/watchfiles-1.2.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:bb68bf4df85abebe5efddc53cf2075520f243a59868d9b3973278b23e76962a9", size = 400471, upload-time = "2026-05-18T04:31:08.908Z" },
+    { url = "https://files.pythonhosted.org/packages/55/70/dea1f6a0e76607841a60fb51af150e70124864673f61704abb62b90cdcc7/watchfiles-1.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c16cb06dd17d43b9d185094268459eac92c9538356f050e55b54e82cf700e1d4", size = 394599, upload-time = "2026-05-18T04:30:19.845Z" },
+    { url = "https://files.pythonhosted.org/packages/18/52/752dcc7dc817baef5e89518732925795ce52e36a683a9a3c9fb68b21504e/watchfiles-1.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77a0feab9af4c021c581f695258c642b3d10c5fd4c676e33a0d8606425d82631", size = 455458, upload-time = "2026-05-18T04:30:29.126Z" },
+    { url = "https://files.pythonhosted.org/packages/12/48/366ebbb22fcc504c2f72b45f0b7e72f40a18795cc01752c16066d597b67a/watchfiles-1.2.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a16ffe19bf5cf9f5edaa1ad1dd830c5a816e8feec430c522302ab55483a4b994", size = 460513, upload-time = "2026-05-18T04:31:40.85Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/44/1f9e1b15e7a729062e0d0c3d0d7225ea4ab98b2267ef87287153be2495fc/watchfiles-1.2.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:204f299afcbd65918ab78dbc52626b0ae45e9d8cef403fdbf33ecf9e40eac66e", size = 493616, upload-time = "2026-05-18T04:30:58.47Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/55/8b1086dcc8a1d6a697a62767bd7ea368e74c61c6fd171683cfe24a3fe5d2/watchfiles-1.2.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:11743adfa510bfffebe97659fb280182b5c9b238708f667e866f308c3430dc19", size = 573154, upload-time = "2026-05-18T04:30:37.903Z" },
+    { url = "https://files.pythonhosted.org/packages/14/7a/242f400cc77fafa7b18d53d19d9cb64fc6a6f61f28c55913bae7c674d92a/watchfiles-1.2.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:eb72919d93e3a16fc451d3aa3d4b1698423daca1b382d3d959c9ac51297c12a8", size = 467046, upload-time = "2026-05-18T04:30:41.869Z" },
+    { url = "https://files.pythonhosted.org/packages/02/c8/79eee650c62d2c186598489814468e389b5def0ebe755399ff645b35b1b2/watchfiles-1.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b62f042afde2dde21ec1d2c1a74361e804673df86f51e418a999c9acfe671b07", size = 457100, upload-time = "2026-05-18T04:31:13.064Z" },
+    { url = "https://files.pythonhosted.org/packages/81/36/519f6dbb7a95e4fe7c1513ed25b1520295ef9905a27f1f2226a73892bfb7/watchfiles-1.2.0-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:027ae72bfdfd254862065d8b3e2a815c6ab9b1853ce41e6648ece84afd34a551", size = 467038, upload-time = "2026-05-18T04:30:32.915Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/12/951af6b9f89097e02511122258402cb3578443021930b70cf968d6310dc0/watchfiles-1.2.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e1cfd51e97e13ff3bd047c140764d277fc9b95b7cb5da59e46a47d167adab310", size = 632563, upload-time = "2026-05-18T04:30:11.539Z" },
+    { url = "https://files.pythonhosted.org/packages/28/cc/0cba1f0a6117b7ec117271bdc3cb3a5a252005959755a2c09a745e0942cc/watchfiles-1.2.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:24b2405c0a46738dd9e1cf7135aa5dbdb9d42d024628651b3b13d5117e99f8df", size = 660851, upload-time = "2026-05-18T04:31:53.186Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/f2/26347558cc8bf6877845e66b315f644d03c173906aa09e233a3f4fd23928/watchfiles-1.2.0-cp310-cp310-win32.whl", hash = "sha256:8c520725602756229f045b032a1ff33d7ef0f7404189d62f6c2438cb6d8ef6a1", size = 277023, upload-time = "2026-05-18T04:30:18.825Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/68/a5e67b6b68e94f4c1511d61c46c55eba0737583620b6febf194c7b9cc23f/watchfiles-1.2.0-cp310-cp310-win_amd64.whl", hash = "sha256:03b14855c6f35539e2d95c442ae9530a75762f1e26567152b9ed05f96534a74d", size = 290107, upload-time = "2026-05-18T04:32:09.677Z" },
+    { url = "https://files.pythonhosted.org/packages/fc/3d/8024c801df84d1587740d0359e7fdd80afeae3d159011f3d5376dd82f18e/watchfiles-1.2.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:704fd259e332e01f9b9c178f4bce9e49027e5587cc2600eeeaf8e76e1c846201", size = 400242, upload-time = "2026-05-18T04:31:19.014Z" },
+    { url = "https://files.pythonhosted.org/packages/87/5b/f4dfd45323e949984a3a7f9dc31d1cbb049921e7d98253488dda72ccdaa9/watchfiles-1.2.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6543cf55d170003296d185c0af981f3e1311564907e1f4e08671fc7693a890a5", size = 394562, upload-time = "2026-05-18T04:30:08.46Z" },
+    { url = "https://files.pythonhosted.org/packages/98/d8/19483ef075d601c409bce8bcbb5c0f81a10876fff870400568f08ce484a1/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89d8c2394a065ca86f5d2910ff263ae67c127e1376ccc4f9fc35c71db879f80a", size = 456611, upload-time = "2026-05-18T04:30:45.723Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/6a/cc81fbe7ee42f2f22e661a6e12def7807e01b14b2f39e0ff83fd373fd307/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:772b80df316480d894a0e3165fdd19cf77f5d17f9a787f94029465ad0e3529d1", size = 461379, upload-time = "2026-05-18T04:31:29.292Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/57/7e669002082c0a0f4fb5113bb70125f7110124b846b0a11bc5ae8e90eac1/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d158cd89df6053823533e06fb1d73c549133bff5f0396170c0e53d9559340717", size = 493556, upload-time = "2026-05-18T04:30:05.44Z" },
+    { url = "https://files.pythonhosted.org/packages/45/7d/f60a2b19807b21fe8281f3a8da4f59eef0d5f96825ac4680ba2d4f2ebf91/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d516b3283a758e087841aedb8031549fb41ced08f3db10aa6d2bf32dc042525b", size = 575255, upload-time = "2026-05-18T04:30:40.568Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/49/77f5b5e6efbcd57482f74948ebb1b97e5c0046d6b61475042d830c84b3ff/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:53b2290c92e0506d102cd448fbc610d87079553f86caa39d67440856a8b8bba5", size = 467052, upload-time = "2026-05-18T04:31:17.942Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/5a/73e2959af1b97fd5d556f9a8bdba017be23ceeef731869d5eaa0a753d5a3/watchfiles-1.2.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a711b51aec4370d0dcda5b6c09463206f133a5759341d7744b953a7b62e1100e", size = 456858, upload-time = "2026-05-18T04:30:30.182Z" },
+    { url = "https://files.pythonhosted.org/packages/50/57/1bc8c27fad7e6c19bddee15d276dbb6ab72480ec01c127afff1673aee417/watchfiles-1.2.0-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:e2ca07fa7d89195ec0865d3d285666286740bfa83d83e5cee204043a31ecc165", size = 467579, upload-time = "2026-05-18T04:32:15.897Z" },
+    { url = "https://files.pythonhosted.org/packages/09/6c/3c2e44edba3553c5e3c3b8c8a2a6dee6b9e12ae2cf4bd2378bebf9dc3038/watchfiles-1.2.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e0618518f282c4ebff60f5e5b1247b6d91bb8b9f4476947563a1e74acc66f3c6", size = 633253, upload-time = "2026-05-18T04:31:37.123Z" },
+    { url = "https://files.pythonhosted.org/packages/30/c2/d8c84a882ab39bbefcc4915ab3e91830b7a7e990c5570b0b69075aba3faf/watchfiles-1.2.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0d191c054d0715c3c95c99df9b8dbf6fd096d8c1e021e8f212e1bd8bc444ccb5", size = 660713, upload-time = "2026-05-18T04:31:24.62Z" },
+    { url = "https://files.pythonhosted.org/packages/a9/07/f97736a5fc605364fe67b25e9fa4a6965dfd4840d50c406ada507e9d735f/watchfiles-1.2.0-cp311-cp311-win32.whl", hash = "sha256:9342472aff9b093c5acd4f6d8f70ae0937964ab56542502bcf5579782da69ae8", size = 277222, upload-time = "2026-05-18T04:31:21.131Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/99/2b04981977fc2608afd60360d928c6aecf6b950292ca221d98f4005f6694/watchfiles-1.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:dbd6c97045dad81227c8d040173da044c1de08de64a5ea8b555da4aee1d5fa22", size = 290274, upload-time = "2026-05-18T04:31:45.966Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/74/f7f58a7075ee9cf612b0cfcddb78b8cd8234f0742d6f0075cf0da2dde1c6/watchfiles-1.2.0-cp311-cp311-win_arm64.whl", hash = "sha256:57a2d9fa4fb4c2ecae57b13dfff2c7ab53e21a2ba674fe9f05506680fcdcc0d7", size = 283460, upload-time = "2026-05-18T04:31:39.126Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/2f/e42c992d2afda3108ea1c02acecc991b9f31d05c14adc2a7cee9ee211fc4/watchfiles-1.2.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:bc13eb17538be00c874699dc0abe4ee2bc8d50bb1166a6b9e175ef3fd7eb8f26", size = 400115, upload-time = "2026-05-18T04:32:02.06Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/8f/6af2ea19065c91d8b0ea3516fdfc8c0d349f407e8e9fbf4e5a17360de8ad/watchfiles-1.2.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2d95ddc1eb6914154253d239089900813f6a767e174b8e6a50e7fdacb7e4236c", size = 393659, upload-time = "2026-05-18T04:30:50.951Z" },
+    { url = "https://files.pythonhosted.org/packages/13/01/b32a967c56fb3e3e5be3db52c3d3b87fa4513aa367d8ed1ad96d42952e5f/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f70d8b291ef6e88d19b1f297a6905ddb978888d9272b0d05e6f53309856bcfc", size = 453207, upload-time = "2026-05-18T04:31:04.231Z" },
+    { url = "https://files.pythonhosted.org/packages/04/98/97557a812180338cb1abd32e1cffcc4588f59b5f23e0cb006b2ba95ba64a/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:56d8641cf834c2836922899105bd3ce3d0dfc69291d52edf0b4d0436829b34c0", size = 459273, upload-time = "2026-05-18T04:31:50.377Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/a8/b4b08dcb7653b8087c6586f7ce649505900e866bbcfe40dc9587af02e686/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2581a94056e55d7d0a31a823ea92bf73749c489ca2285bfdc0fbe6b2bb49d50c", size = 489927, upload-time = "2026-05-18T04:31:42.485Z" },
+    { url = "https://files.pythonhosted.org/packages/50/94/3dceea03545d2e5ddfd839f0ddd5e1cecbf1697b5a428d5ba11cef6af95d/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:41bc1199f7523b3f82843c88cbb979180c949caef0342cf90968f178e5d49b01", size = 570476, upload-time = "2026-05-18T04:31:03.071Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/f2/d39a5450c3532092b91f81d274360e613c2371bc874a89c7a1a3c5e8d138/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7571e4464cb6e434958f867f7f730b8ab0b75e3f8e5eac0499168486ab3c33a8", size = 465650, upload-time = "2026-05-18T04:30:12.701Z" },
+    { url = "https://files.pythonhosted.org/packages/22/24/ed72f68cbc1333ca9b9f2200aa048bb6658ae41709bc1caad4310f4bdffd/watchfiles-1.2.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e53a384f76b631c3ae5334ce6a52f0baa3a911eb94a4eac7f160079868b716d5", size = 456398, upload-time = "2026-05-18T04:30:13.784Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/64/982ef4a4e5bab5b6e5b6becc8cd5e732f6130a78b855f0abec6439a9a135/watchfiles-1.2.0-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:d20029a60a71a052a24c4db7673bc4de39ab89adbaccbfb5d67987c5d73f424d", size = 465140, upload-time = "2026-05-18T04:31:52.111Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/0c/95282abf4ed680b6096010bcfc30c5fa7a041fc5aa5a2ad17a2cc6c75bba/watchfiles-1.2.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:2cb93af48550faf1cea04c303107c8b75833de7013e57ce27d3b8d21d8d0f58c", size = 630259, upload-time = "2026-05-18T04:31:25.676Z" },
+    { url = "https://files.pythonhosted.org/packages/30/45/607c1de1530c4bdcf2cf1d1ecc2505ddba5d96bd43ba9f2b0e79876f850f/watchfiles-1.2.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:2995c176de7692b86a2e4c58d9ec718f753150a979cb4a754e2b4ffa38e70906", size = 659859, upload-time = "2026-05-18T04:30:24.333Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/08/d9e2e0f9e8e6791d33aefc694ad7eefa7f901f63caff84a81ded38692f9c/watchfiles-1.2.0-cp312-cp312-win32.whl", hash = "sha256:7a2cffd17d27d2ecbb310c2b1d8174f222a5495b1a721894afa88ec11e25b898", size = 275480, upload-time = "2026-05-18T04:30:31.307Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/e6/9d42569c0102645cc8cea5d8c7d8a1e9d4ada2cb7f05f75e554b8aa2202a/watchfiles-1.2.0-cp312-cp312-win_amd64.whl", hash = "sha256:f155b3a1b2a5fc89cdc70d47ee5d54e3b75e88efa34982028a35daef9ba00379", size = 288718, upload-time = "2026-05-18T04:32:10.745Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/26/88e0dc6ee3898169d7fa22bb6a69cabf2502d2ee25cb8c876d1262d204f8/watchfiles-1.2.0-cp312-cp312-win_arm64.whl", hash = "sha256:8fa585ede612ee9f9e91b18bebf9ba11b9ae29a4e3a0d0cf6fca3e382133f0d5", size = 281026, upload-time = "2026-05-18T04:30:22.23Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/4d/70a7feced9f87e2ff26dba42667290f41694fc64646c67261fbb8cab5d5c/watchfiles-1.2.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:01ea8d66f0693b9b60a6541c8d10263091ca9a9060d242f3c1f3143f9aad2c98", size = 399730, upload-time = "2026-05-18T04:31:38.162Z" },
+    { url = "https://files.pythonhosted.org/packages/31/3a/0da302f2307aee316922806ebd5726c542cbd787c938271cf14a074c7daf/watchfiles-1.2.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7ba0480b9a74af058f43b337e937a451e109295c420916d68ad24e3dc02f5e44", size = 392842, upload-time = "2026-05-18T04:30:27.051Z" },
+    { url = "https://files.pythonhosted.org/packages/db/ef/d5bdb705c224dbc256aa0c1ec47bf4e61ec52558f2afb44a71a1fe4d7015/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f34e26a19f91f710c08e0183429f0d1d15df734e6bc78c31e77b9ea9c433658", size = 452989, upload-time = "2026-05-18T04:31:11.945Z" },
+    { url = "https://files.pythonhosted.org/packages/71/29/5495f2c1661949ef7a35e4d71111d129cfe7606414a26887a919d0a55406/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b4e77f6a55f858504069abd35d336a637555c09bca453dde1ee1e5ada8a6a1fb", size = 458978, upload-time = "2026-05-18T04:30:52.606Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/8c/7f9c07c433811c2fffd93e13fdfb7135de9aab5f2ae41be08960fa0047dc/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0cb4d80e212f116474a545c21c912b445f16bb0cef9e6a73a498164223e14e2f", size = 490248, upload-time = "2026-05-18T04:31:36.003Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/11/d93632febc52fbc21be90231bb7c17fd5387f46c9076fd40a5f9c2ae6910/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b974946a10af379d425e2eef5b62f5c6ebeaccf91d45eaad6f5b27ecd4f91aa0", size = 571847, upload-time = "2026-05-18T04:31:10.862Z" },
+    { url = "https://files.pythonhosted.org/packages/55/b4/383173e73aabb07ad1d9c7aa859d95437ac46a6d6a1e11005facda0c9d19/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:86bc13c25a8d1fcd70b51d0ce7c9b65e90de5666fcbfd3e34957cc73ee19aeb5", size = 465974, upload-time = "2026-05-18T04:30:17.006Z" },
+    { url = "https://files.pythonhosted.org/packages/a7/6c/89b1a230a78f57c52dd8893adb1f92f94411721b6ec12596c56d98c74356/watchfiles-1.2.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ca148d73dea36c9763aaa351e4d7a51780ec1584217c45276f4fe8239c768b71", size = 454782, upload-time = "2026-05-18T04:30:35.656Z" },
+    { url = "https://files.pythonhosted.org/packages/24/62/1732118367cfff0a9fce3bf62ff4bfded09ef5df21d9d446b858b3f70a96/watchfiles-1.2.0-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:c525543d91961c6955b2636b308569e84a1d1c5f5f2932041ab9ef46422f43e3", size = 465182, upload-time = "2026-05-18T04:30:20.846Z" },
+    { url = "https://files.pythonhosted.org/packages/28/96/716f7e5f51339bf22963f3345f9f27d7f3b30e2eadc597e257c881dd3c53/watchfiles-1.2.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:a204794696ffb8f9b10fba6f7cb5216d42f3b2b71860ccac6b6e42f5f10973b0", size = 629841, upload-time = "2026-05-18T04:31:05.397Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/fe/c40783950fd771ccf66ab3ec2722d188a9af1c7f96c6e811f36e40c6e03f/watchfiles-1.2.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:10d86db20695afe7997ac9e1717637d6714a8d0220458c33f3d2061f54cec427", size = 658028, upload-time = "2026-05-18T04:31:48.22Z" },
+    { url = "https://files.pythonhosted.org/packages/71/72/4508db1856d1d87fcbb3b63f4839bab1b5682cb0e8d224d122263c09654a/watchfiles-1.2.0-cp313-cp313-win32.whl", hash = "sha256:eb283ee99e21ad6443c8cdb06ac5b34b1308c329cbdf03fa02b445363714c799", size = 275183, upload-time = "2026-05-18T04:30:59.57Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/36/14b76ca57652e5cc5fd1c11f32a261292c08a0d19a00351013c2549cbfb2/watchfiles-1.2.0-cp313-cp313-win_amd64.whl", hash = "sha256:a0f27f01bee51861392bb6b7c4fdb290b27d1eb194e9e28788d68102a0e898d9", size = 288059, upload-time = "2026-05-18T04:32:07.937Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/8d/0a85e395398d8d20fadfe5c5d32c726eee17a519e78fb356f2cf7531bffe/watchfiles-1.2.0-cp313-cp313-win_arm64.whl", hash = "sha256:3651aa7058595e9cfb75d35dd5ada2bf9f48a5b8a0f3562821d3e210c507e077", size = 280186, upload-time = "2026-05-18T04:31:54.484Z" },
+    { url = "https://files.pythonhosted.org/packages/37/68/36db056f1fdcc5f07302f56e631774d6835bcd6fa3ace402304621d5f9e5/watchfiles-1.2.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:faea288b6f0ab1902ef08f4ca6de005dccf856c4e0c4f21b8c5fce02d90a1b08", size = 399031, upload-time = "2026-05-18T04:30:44.576Z" },
+    { url = "https://files.pythonhosted.org/packages/c1/64/01a9d6f66a82a5c101ce939274106cc72759d62427e153f01edd2b9f87c2/watchfiles-1.2.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:01859b11fd9fbca670f4d5da00fbac282cfea9bd67a2125d8b2833a3b5617ea9", size = 391205, upload-time = "2026-05-18T04:30:25.413Z" },
+    { url = "https://files.pythonhosted.org/packages/84/2c/0a44fe058cb4bb7b8ede6b6670698bbb7c0400740e378d00022189b7b31d/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fff610d7bb2256a317bb1e96f0d7862c7aa8076733ee5df0fd41bbe76a24a4f4", size = 451892, upload-time = "2026-05-18T04:32:14.005Z" },
+    { url = "https://files.pythonhosted.org/packages/67/a1/351e0d56cd35e6488b5c8b4fb11a809a5bc923e8fe8fed9faf8920be0c89/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b141a4891c995a039cd89e9a49e62df1dc8a559a5d1a6e4c7106d16c12777a55", size = 458867, upload-time = "2026-05-18T04:31:22.279Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/7d/9d09605187f1b838998624049fcf8bf47b73c1a3b76901fcac1782f62277/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f22943b7770483f6ea0721c6b11d022947a98eb0acae14694de034f4d0d38925", size = 490217, upload-time = "2026-05-18T04:31:43.657Z" },
+    { url = "https://files.pythonhosted.org/packages/60/5d/a17a16eccb182f04188cd308ec24b1a71a9b5c4e7098269cf35d9fa56d02/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1bc6195825b7dcd217968bb1f801a60fd4c16e8eeab5bedc7fe917d7d5995ab4", size = 571458, upload-time = "2026-05-18T04:32:11.875Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/3d/4dd457062083ab1938e5dfd45032eb425cee2ac817287ca8ff4356183e5d/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d4a4b147f5dca2a5d325a06a832fb43f345751adfbc63204aec30e0d9ca965a2", size = 464707, upload-time = "2026-05-18T04:30:43.492Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/71/ea8c57b128f5383de74d0c7d2d9c57ad7c9a65a930c451bd25d524b295b7/watchfiles-1.2.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4543579a9bdb0c9560039b4ffddbdb39545707659fbc430ce4c10f3f68d557f9", size = 454663, upload-time = "2026-05-18T04:30:16.061Z" },
+    { url = "https://files.pythonhosted.org/packages/53/fd/2e812bf938406d7db351f0703ddd3fc6c061cf30d96153a77bc79a943a44/watchfiles-1.2.0-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:20aa0e708b920bde876a4aa82dc7dd6ebea228a63a67cda6632c2fc87b787efa", size = 463537, upload-time = "2026-05-18T04:31:44.9Z" },
+    { url = "https://files.pythonhosted.org/packages/86/56/d17a7f1dd1bc3035f1072694a551301272f1739c2d8e319c927cb9e29b38/watchfiles-1.2.0-cp313-cp313t-musllinux_1_1_aarch64.whl", hash = "sha256:d413349d565dab74297f2a63e84a097936be69bf8f3b3801f27f380e32040f44", size = 629194, upload-time = "2026-05-18T04:31:14.141Z" },
+    { url = "https://files.pythonhosted.org/packages/be/06/f1ff66bf5cae50aa4062779a0ecd0bbaf15e466195719074078947d9a17d/watchfiles-1.2.0-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:f28b2725eb8cce327b9b3ab02415c853011dc55c95832fe90de6bc56f5315f72", size = 656194, upload-time = "2026-05-18T04:31:47.14Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/54/a9c7ea9a82a4ac65e7004c0a03920b5cdd2f9c3b678757d9cd425aa51d53/watchfiles-1.2.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:b8c8358484d5fa12ef34f05b7f4168eaf1932f408725ff6d023c33ec17bd79d4", size = 400205, upload-time = "2026-05-18T04:32:05.153Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/5d/c9ab3534374a4a67450696905d6ef16a04405448b8dc52bd752ae50423d4/watchfiles-1.2.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:9f04b092229ad2c50126dd3c922c8822e51e605993764a33058d4a791ab42281", size = 392508, upload-time = "2026-05-18T04:30:54.849Z" },
+    { url = "https://files.pythonhosted.org/packages/26/ca/1ad30103535cf0cecd7b993e8d50edc5351b1820e38f2d22e3df58962feb/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7a7ce236284f002a156f70add88efe5c70879cccbb658be0822c54b1306fc09d", size = 452448, upload-time = "2026-05-18T04:30:53.727Z" },
+    { url = "https://files.pythonhosted.org/packages/37/a1/ceee2cdf2afbd715fa07758d39c9859513eae411b23196f7fd039e5feedd/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b9909cc2b48468b575eefa944919e1fe8a36c5849d5c7c168f80a8c1db69398e", size = 459605, upload-time = "2026-05-18T04:30:23.312Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/f6/421e30fd1cb3907a84ed92ab3f1983e37ba2dca015e9a894a048418417a2/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a37faaed405c67e28e6be45a1fa4f206ef5a2860f27c237db9fa30704c38242", size = 490757, upload-time = "2026-05-18T04:30:47.358Z" },
+    { url = "https://files.pythonhosted.org/packages/41/b0/55ed1b97ed08be7bba6f9a541cac15f2a858e1d74d2b07b6da70a82aab00/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9649193aa27bd9ff2e80ff29bfaa93085496c7a3a377592823cc58b77ee88add", size = 568672, upload-time = "2026-05-18T04:30:38.915Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/cf/d8ae8a80dd7bafab395ea7681c10237311bbf34d37704a8c744e7cf31fc7/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4e4ff8e37f99cf1da89e255e07c9c4b37c214038c4283707bdec308cb1b0ea1f", size = 464197, upload-time = "2026-05-18T04:30:09.914Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/8a/3076c496ca8dafe0e8cd03fcebdfc47be4b1174b4e5b24ff6e396e6b3af2/watchfiles-1.2.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:054dc20fd2e3132b4c3883b4a00d72fd6e1f56fdaf89fccd12e8057d74cd74d7", size = 453181, upload-time = "2026-05-18T04:30:14.829Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/10/9745e17c98e7b8a86454df0a3c7b5686bd650383f1e9f26e4ebcbd6cc0c0/watchfiles-1.2.0-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:e140ed30ebde76796b686e67c182cff10ea2fbab186fafd1560f74bb5a473a6e", size = 465109, upload-time = "2026-05-18T04:30:28.123Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/95/8ef4a95481d3e0cb52d62a06fa6e972e81424be2d9698b91a2fecca9904c/watchfiles-1.2.0-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:bb7e52ecf68ba46d22df23467b87cffeb2146908aa523ebfe803019618cfda06", size = 630653, upload-time = "2026-05-18T04:31:49.304Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/e4/3b3bf36b0f829b50c6ebcb8d031583863c59f923d6a6af3d485e470d0fac/watchfiles-1.2.0-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:23282a321c8baf9b3a3c4afff673f9fe65eb7fdc2338d765ccad9d3d1916a5ba", size = 657838, upload-time = "2026-05-18T04:31:06.497Z" },
+    { url = "https://files.pythonhosted.org/packages/21/b1/6cbbb50c1f3002ab568777d44aa21206dfb8807a840990c4037523b51812/watchfiles-1.2.0-cp314-cp314-win32.whl", hash = "sha256:c0db965c5f79aa49fe672d297cf1febc5ad149b658594944f49a54a2b96270a7", size = 275108, upload-time = "2026-05-18T04:30:06.891Z" },
+    { url = "https://files.pythonhosted.org/packages/92/45/190ce6db8dcb4536682cf75d3889ff1a27182a58cb519d343cb6d9ea63d8/watchfiles-1.2.0-cp314-cp314-win_amd64.whl", hash = "sha256:71283b39fd17e5408eb123bd37aeecfd9d54c81fc184421943208aadb879d103", size = 288441, upload-time = "2026-05-18T04:32:12.901Z" },
+    { url = "https://files.pythonhosted.org/packages/74/0d/3eae1c2313ab08378431d907c3f8095ecca00f3eda33111cf4f0f2591799/watchfiles-1.2.0-cp314-cp314-win_arm64.whl", hash = "sha256:c5c19526f4e54a00f2666a6c0e9e40d582c09e865055ea7378bf0009aab857b3", size = 280684, upload-time = "2026-05-18T04:31:26.902Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/75/fb64e6c25d6b5ca636d03df34ffb1c6e9873303e76d27967e045f8df088f/watchfiles-1.2.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:d73a585accffa5ae39c17264c36ec3166d2fad7000c780f5ef83b2722afb9dd2", size = 398857, upload-time = "2026-05-18T04:32:17.108Z" },
+    { url = "https://files.pythonhosted.org/packages/73/4e/9f7adf01754cbf81843722ccfec169d8f26c69778281a302855cecd2ee08/watchfiles-1.2.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ae99b14c5f21e026e0e9d96f40e07d8570ebee6cafd9d8fc318354606daa7a28", size = 392413, upload-time = "2026-05-18T04:31:07.911Z" },
+    { url = "https://files.pythonhosted.org/packages/47/c8/bec626bcc2d69f44b9acb24ce7d60ed7b16b73628eea747fcbd169d8edda/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4429f3b105524a10b72c3a819b091c495d2811d419c1e1e8df773a5a5974f831", size = 452409, upload-time = "2026-05-18T04:31:20.142Z" },
+    { url = "https://files.pythonhosted.org/packages/00/b7/b6362068e81e7c556d155a34c35d40ac3ef42d747b06d7f6e5bf58e359c2/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:43d818978d06062d9b22c4fab2ebe44cf5213d42dc8e62bda8c2760cfa2eeb33", size = 458827, upload-time = "2026-05-18T04:32:06.219Z" },
+    { url = "https://files.pythonhosted.org/packages/67/f8/9a813fa42afb1e0b4625e75f0479826644d3ee8dc287e093799bc01f390c/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b9f732dc58b2dbe69e464ccf8fff7a03b0dd0be439da4c0720d3558527d3d6b4", size = 490104, upload-time = "2026-05-18T04:31:56.034Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/bf/27dfb6094ca4c9aad21298b5525b6c53cb36121ee454331d05161e58d130/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8f200104103feb097de4cab8fe4f5dd18a2026934c7dea98c55a2f5fd6d5a33b", size = 571360, upload-time = "2026-05-18T04:31:57.133Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/39/44a096d67270ea93df91d33877dbe91fbda3aa4f8ec2edf799d93eda8736/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:63ac26eefbf4af1741247d6fb68b11c49a25b2f7413fbd318a83a12aaa9cf666", size = 464644, upload-time = "2026-05-18T04:30:57.33Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/80/c7472203bad6268e3ef1ad260739704847898938ad7ea8b63a5131f46b50/watchfiles-1.2.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c4997d4e4a55f0d02b6cde327322daf3a0400e5df6c6b15948994bf72497925", size = 454771, upload-time = "2026-05-18T04:30:48.736Z" },
+    { url = "https://files.pythonhosted.org/packages/51/cf/3b10b268b4b7f0fc26e9debb5eef1998b515887840f444cd3ec80c688755/watchfiles-1.2.0-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:4c887eba18b7945ac73067a8b4a66f21cd46c2539b2bc68588f7be6c7eb6d26b", size = 463494, upload-time = "2026-05-18T04:31:33.826Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/3e/a4302545cd589262a0dc7d140e86f7688eba3f9c72776c27f7e23b8864c4/watchfiles-1.2.0-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:3416ff151bb6b5a8d8d11664974fbef4d9305b9b2957839ab5a270468fd8df30", size = 629383, upload-time = "2026-05-18T04:31:15.596Z" },
+    { url = "https://files.pythonhosted.org/packages/db/99/d5649df0a9a410d45b7c882304d0b790903ac9b6e8f2cfd12114e0c6b9f2/watchfiles-1.2.0-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:0e831a271c035d89789cffc386b6aa1375f39f1cd25eb7ca0997e4970d152fc5", size = 656093, upload-time = "2026-05-18T04:31:58.707Z" },
+    { url = "https://files.pythonhosted.org/packages/92/b9/362702539275019a54dd2e94511b31a9b89c5f9e6a21966de7eb692549fc/watchfiles-1.2.0-cp315-cp315-macosx_10_12_x86_64.whl", hash = "sha256:37a6721cdf3f65dbb13aa9503510ccb4451603ac837e44d265d7992a597e1374", size = 400109, upload-time = "2026-05-18T04:31:16.879Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/75/71d5ba62db781e5587bded1d944c675374bc4aa37ff33d5018d98e8b6538/watchfiles-1.2.0-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:2b37d10b5a63bd4d87e18472d80fa525bd670586fae62e5dd580452764879b65", size = 392167, upload-time = "2026-05-18T04:31:28.058Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/01/c66dd95d0423fe30d31820e2d1d5bda773764131bbb6ac0cb1cf303ac328/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a105bc2283f67e8fbec74253ec2d94925de92ed72c0393f1206bf326b7b7b69", size = 452372, upload-time = "2026-05-18T04:31:00.836Z" },
+    { url = "https://files.pythonhosted.org/packages/91/15/2fe99557e72f85627c6a8eed50d889e8d101623e060a22ad75b875cb932d/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5327989a465505f05cfe06f04fa9d0c2fd5432bb243e10e6f012b1bdca3c8579", size = 459596, upload-time = "2026-05-18T04:31:34.96Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/23/d4acfa0023367428ed48351b3b9b267893037b6cadae55620c61c24bcfd4/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ecb47f183a8025b2aa18b546725c3657e542112ae9c0613a2af79b4fa8d04ad7", size = 490869, upload-time = "2026-05-18T04:31:59.923Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/5f/3164cbdce06c9fb95c4f7b9e2f9760b5e2797af43a9ecc317ef42a23a278/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8520a4ab0e37f770afc34459c4f8f7019e153f9124dc101c15538365875d1ab2", size = 571641, upload-time = "2026-05-18T04:32:00.948Z" },
+    { url = "https://files.pythonhosted.org/packages/41/e6/85d3731c55e65cd7690f3f803d24c139588aaf863e4bf2148fe7a7fa1a19/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:71cd71740ed2c15211ebb237ced4e39a1cdf6f80566e5fe95428da1626f4fde6", size = 464444, upload-time = "2026-05-18T04:30:34.298Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/7d/562641012b8b09872742c3b8adf9629ec479fd78f8d68ae4a0c13da8add6/watchfiles-1.2.0-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f88af53d6ddaf72179ef613ddc905e6f4785f712b49b80b3bef9f3525e6194b4", size = 453593, upload-time = "2026-05-18T04:31:23.464Z" },
+    { url = "https://files.pythonhosted.org/packages/56/fe/cb8ef3d6f929d14158fdaaad9925985b7310abc9384dcd4d82dd0016fb59/watchfiles-1.2.0-cp315-cp315-manylinux_2_31_riscv64.whl", hash = "sha256:cee9d5efd929efdac5f7e58f72b3376f676b64050a91c5b99a7094c5b2317488", size = 465096, upload-time = "2026-05-18T04:31:30.384Z" },
+    { url = "https://files.pythonhosted.org/packages/25/91/80908e835e100527a9267147b08c0eee1fa6ab0ffec15edc04d1d44885f7/watchfiles-1.2.0-cp315-cp315-musllinux_1_1_aarch64.whl", hash = "sha256:b718bf356bbc15e559bd8ef41782b573b8ae0e3f177ab244b440568d7ea02cfb", size = 630638, upload-time = "2026-05-18T04:30:49.89Z" },
+    { url = "https://files.pythonhosted.org/packages/46/4b/95ab2f256bb4af3cb2eb23b9317bda984ee6e0f11733a5c004a6c95b06e3/watchfiles-1.2.0-cp315-cp315-musllinux_1_1_x86_64.whl", hash = "sha256:922c0e019fe68b3ae392965a766b02a71ba1168c932cebc3733cd52c5fe5b377", size = 657684, upload-time = "2026-05-18T04:31:32.027Z" },
+    { url = "https://files.pythonhosted.org/packages/23/f4/7513ef1e85fc4c6331b59479d6d72661fc391fbe543678052ac72c8b6c19/watchfiles-1.2.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:4674d49eb94706dfe666c069fc0a1b646ffcf920473492e209f6d5f60d3f0cc2", size = 403050, upload-time = "2026-05-18T04:30:36.753Z" },
+    { url = "https://files.pythonhosted.org/packages/27/0b/a54103cfd732bb703c7a749222011a0483ef3705948dae3b203158601119/watchfiles-1.2.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:094b9b70103d4e963499bdea001ee3c2697b144cd9ae6218a62c0f89ec9e31db", size = 396629, upload-time = "2026-05-18T04:32:03.268Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/2c/73f31a3b893886206c3f54d73e8ad8dee58cdb2f69ad2622e0a8a9e07f4e/watchfiles-1.2.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b0ef001f8c25ad0fa9529f914c1600647ecd0f542d11c19b7894768c67b6acb7", size = 457318, upload-time = "2026-05-18T04:31:01.932Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/f9/45d021e4a5cc7b9dd567f7cbb06d3b75f751a690063fb6cc7ec60f4e46b7/watchfiles-1.2.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a88fc94e647bc4eec523f1caa540258eb71d14278b9daf72fa1e2658a98df0f0", size = 457771, upload-time = "2026-05-18T04:30:56.331Z" },
+]
+
+[[package]]
+name = "websockets"
+version = "16.1.1"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.11'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/21/f7/bc3a25c5ec26ce62ce487690becc2f3710bbc7b33338f005ad390db0b986/websockets-16.1.1.tar.gz", hash = "sha256:db234eda965dcce15df96bb9709f587cd87d4d52aaf0e80e2f34ec04c7670c57", size = 182204, upload-time = "2026-07-17T22:51:05.858Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/08/e7/d1671fb984f9dd844e1da5288070c7c23c9eaba3082d3871aae19c3ab8b9/websockets-16.1.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:49ae99bdfcae803a885c926bf14f886196e84925395bb3f568fef5c0f0979d7d", size = 179570, upload-time = "2026-07-17T22:48:24.032Z" },
+    { url = "https://files.pythonhosted.org/packages/99/f5/70df723bf571f5e0b1b845e0a4ff1c966eeb84f667599fc251caa37d15a3/websockets-16.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5bfd1ac19b1b9986a9c95a82d5e23a391ebb09e12c34d7be6094b86efcc35731", size = 177252, upload-time = "2026-07-17T22:48:25.775Z" },
+    { url = "https://files.pythonhosted.org/packages/90/72/2f14b2e167170b8bf1c8bb7f9b0d78000f470d41a2085a91f33e3917b6c9/websockets-16.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9246a0d063cfcbcc85f2359dd6876d681213f4790832272aa16641b4ed5d64d4", size = 177530, upload-time = "2026-07-17T22:48:27.337Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/18/a17e2f0cde02dc10154c808deed7e1d8528afff93612f70d3f0a5b19b011/websockets-16.1.1-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:1214e673c404684b9bf7154f5cf43b45025b1a6160fac3a9e438e9c1a97e22cb", size = 186038, upload-time = "2026-07-17T22:48:28.756Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/b0/41de283899cf5929d637b72a508cdbc9aa40dc0f317c6b77613fd1000488/websockets-16.1.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:90001d893bc368e302ef168d82130b4e4fdd27b85fa094682df9b667c2d48838", size = 187278, upload-time = "2026-07-17T22:48:30.328Z" },
+    { url = "https://files.pythonhosted.org/packages/50/61/874aab5257e027f9f61b5004cec65e592babca7942b1bc09f38e72b7f1fd/websockets-16.1.1-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:130937b167a52af203c8d58e78d67705874e82759862e3b9671a452fec4abc87", size = 189936, upload-time = "2026-07-17T22:48:31.896Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/1a/42173913ac5519607220849ed417c864d77384e4119f06dbba964a50f096/websockets-16.1.1-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9c9f23004a3d40e89c01a7955d186a6cc83418d93b749701944ce2de3e95a1f3", size = 187796, upload-time = "2026-07-17T22:48:33.344Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/f4/37c1840bd89b529479aec41470b97b7c683b107ca90b6399ac5afb99dedf/websockets-16.1.1-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f55f0b01956a094c8587146d9558c91937e78789c333860ffaf35931a6e5dbc4", size = 186481, upload-time = "2026-07-17T22:48:34.843Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/70/652d9b964adcfbeb056f42e0ca6bece34d108fe75534e74df20643cae199/websockets-16.1.1-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6aaface73b9c71974c6497366d8b9628357f6c9749e09c4ea3610176c63f2ae3", size = 184351, upload-time = "2026-07-17T22:48:36.307Z" },
+    { url = "https://files.pythonhosted.org/packages/13/f1/af3850e5d48d482921985be72ebcb169c6180b3a77b57bd612deebcee23b/websockets-16.1.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:dc0fad4933f427acd5b1cec210f3ea6dce7089e1724e4b9ec6ef47c6c04d1b3b", size = 186791, upload-time = "2026-07-17T22:48:37.762Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/40/1a4e3ed4969ec378dcad337e5f1472c5e292cb3e733bc392f0dc2e230abd/websockets-16.1.1-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:f2769a0344a09e9ccf5b3cce538bc75a51b53eff3275d3896310c8552049195d", size = 185413, upload-time = "2026-07-17T22:48:39.127Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/3e/4e3fa1afe8f1a6a780434cd9ba8eb422632b044eff3dd73f6af67523c147/websockets-16.1.1-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:f70541f3104339f59f830522d94ebadb1bf47426287381623443d8bb1cdbf33d", size = 187178, upload-time = "2026-07-17T22:48:40.676Z" },
+    { url = "https://files.pythonhosted.org/packages/71/ab/dd742766aa5dda7f349be0de49e4d565b84cf6f7f7fa02e07692f0f2bdd9/websockets-16.1.1-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:dc385593a42e31cd6fb60c19f0ecb015b386603818fc2c6c274fb42bd2bb4165", size = 185051, upload-time = "2026-07-17T22:48:42.098Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/f5/76438c6560f416f1c0a7f587679fb97cc6e99ed336011d43ce2002dd27c1/websockets-16.1.1-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:387e8e4aa5df2f90b198fa3cad3478822a89cf905b6a6d6c97dc3664689640cc", size = 185846, upload-time = "2026-07-17T22:48:43.472Z" },
+    { url = "https://files.pythonhosted.org/packages/62/12/5c0320f2127823d27b2d56d611d31b0b284ad4edcb41364d66bf4c92b537/websockets-16.1.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:fd46fff7eb62c24804d234f0051c7a8ea81285ad63e0337d3dcf33ca82aee58a", size = 186066, upload-time = "2026-07-17T22:48:44.884Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/97/875986b857b955c3f9dd192cb8a1af81254dfb2ea22cc9590f0a1e020b8b/websockets-16.1.1-cp310-cp310-win32.whl", hash = "sha256:7883388947767080f094950b342b30d35a2a06b849cd967c422fa0db72b40ea9", size = 179940, upload-time = "2026-07-17T22:48:46.481Z" },
+    { url = "https://files.pythonhosted.org/packages/54/82/1013a5fe7ddae8e102bc3b4b39db81d8d28fd02100a324ce6ede8cd832b1/websockets-16.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:d57685547e0060cc6fd90ee6a28405d6bd395e525545f13c8d7cd99c78afd79f", size = 180239, upload-time = "2026-07-17T22:48:48.043Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/03/47debfe28e9d6d354be5d777b67fd44c359b9eb299a5d103500bd7cc3e37/websockets-16.1.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:d0fcf657e9f13ff4b177960ab2200237b12994232dfb6df16f1cfe1d4339f93c", size = 179566, upload-time = "2026-07-17T22:48:49.596Z" },
+    { url = "https://files.pythonhosted.org/packages/72/93/31efa1ed78c17e5cfc229fd449e3966e1b9cc15753204cd585cc8dd01f4a/websockets-16.1.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b852788aa51764e2d8e4cf5493d559326bcae5e38d16ba25ffa322b034df272a", size = 177250, upload-time = "2026-07-17T22:48:50.942Z" },
+    { url = "https://files.pythonhosted.org/packages/01/4a/542378ab3972b0c1cf1df3df3eff9591cea0d30c58c3aa3c4ddbc244e787/websockets-16.1.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1427fb4cf0d72f66333e2cacc3ff5f575bf2d7008166ce991a4a470b21d51a22", size = 177528, upload-time = "2026-07-17T22:48:52.59Z" },
+    { url = "https://files.pythonhosted.org/packages/33/d9/162321f63c7eed558e9e1798ed7a1e34a4f6dab51f35419e4ed7a4907979/websockets-16.1.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:da4ca1a9d72f9030b3146b8d7022719a9f3d478f61efe6f7dd51d243f61c51b2", size = 186859, upload-time = "2026-07-17T22:48:53.915Z" },
+    { url = "https://files.pythonhosted.org/packages/de/09/87df740f7430ce564bd52402e9c9458d4d0459cc7d2ee29e530c8204851b/websockets-16.1.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:86d7f0f8bdb25d2c632b72527325e4776430fd5bc61b9118de4e2b8ddb5f5b01", size = 188095, upload-time = "2026-07-17T22:48:55.384Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/12/3d2703af7cc095f3c81904c92208cc1ae79affbc67376944b50ee9301f73/websockets-16.1.1-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7dfcad78ea1492ee3a9ec765cb7f51bbc17d477107aaf6b22abf7b2558d1c5a0", size = 191385, upload-time = "2026-07-17T22:48:56.742Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/69/986aa0234a964a00f5149cfc46e136e96c8faad1c783474550f40d31aef4/websockets-16.1.1-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:fb9a0a6dc3d1b3986cb88091b6899f0396651e0f74e2c9766ab8d6ffc3842e29", size = 188653, upload-time = "2026-07-17T22:48:58.134Z" },
+    { url = "https://files.pythonhosted.org/packages/35/6b/10f9d03e3970a69ba67bd3b46b87a929b586d0300fadbfe14f57c1f85490/websockets-16.1.1-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29dfa8114c4a620c69591c5973860f768eac29d3fd6904f37f34266cb219c512", size = 187426, upload-time = "2026-07-17T22:48:59.515Z" },
+    { url = "https://files.pythonhosted.org/packages/56/db/bb3aad62bf63d8bb3f0634b2eabffcfb3677a34bd19492110ff6869cf703/websockets-16.1.1-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6ff9417c0ada4d0f7d212f928303e5579bdf3ace4c802fa4afabb30995da58c3", size = 184882, upload-time = "2026-07-17T22:49:00.916Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/4c/c09a2ea9bfbeccce52fdc383e5f28af4bc8843338aabac28c81489af6120/websockets-16.1.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8fe0b50da2d84535fb4f7b4bfa951280f97ce3d558a0443b541166d609e67b57", size = 187584, upload-time = "2026-07-17T22:49:02.283Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/8b/31bb4eb4d9eaacf1fdd39d115772a8aeaedfc19b5dc262e57ffbc8a9d42c/websockets-16.1.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:34420aaa64440ebd51ac72ca8a45ef4626429438c9b02e633ae412ed43f925d3", size = 186174, upload-time = "2026-07-17T22:49:03.973Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/e4/dc02d725610a1ad49e193ef91a548194d71bdc6cdf27da83067dd1f73995/websockets-16.1.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:a6a61aff018180c9c50b7b0da33bfd29d378af3497429c95006c589a23a11648", size = 187986, upload-time = "2026-07-17T22:49:05.553Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/73/30ed84c8bfd14c73d4af29d5ed9323c3073b48e0b7b23b67070f4e7fd59b/websockets-16.1.1-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:04fd29a0e2fe9414a95b00e92c67ae51bf900c50c0f8a4b2dafdad621f49ea1d", size = 185565, upload-time = "2026-07-17T22:49:06.959Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/d3/4be8d4959f51e31b4f8fc0ece12b45bd3b6c0d15ea23b9990d9c11fc805f/websockets-16.1.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:5c31aa7e39ee3e8a358573257f1c0bb5c52430d1b637030dd9c8cc2c282926be", size = 186598, upload-time = "2026-07-17T22:49:08.293Z" },
+    { url = "https://files.pythonhosted.org/packages/26/fa/abb38597a52d84ed9cfacadc7a0c6f2db282c0ab23cdf72b58a666a21227/websockets-16.1.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d14bfb217eb4701e850f1525c9d29d79c44794cdf1c299ead25f39f8c78dea81", size = 186834, upload-time = "2026-07-17T22:49:09.766Z" },
+    { url = "https://files.pythonhosted.org/packages/59/80/1119ad08a228b90c4eb77fbe48df7836731a605f5f881ba701ca826a4a65/websockets-16.1.1-cp311-cp311-win32.whl", hash = "sha256:2e28e602bb13da44fbe518c1781a88e3b9d4c3d48d02c9bad83e546164336f57", size = 179940, upload-time = "2026-07-17T22:49:11.196Z" },
+    { url = "https://files.pythonhosted.org/packages/71/b2/e511c1c6f64a95c2f3fc54bffda0e14eaa7e9442be605c29270f7589b918/websockets-16.1.1-cp311-cp311-win_amd64.whl", hash = "sha256:7421fad442de870a8cbf2287d1cad7e706ece0dbfeba5e911df132cbdc1cb56a", size = 180239, upload-time = "2026-07-17T22:49:12.519Z" },
+    { url = "https://files.pythonhosted.org/packages/17/9d/681cda21c9eee743203a6cb79b9d3d05adad9aa60ec660c6c9bf4dd619ca/websockets-16.1.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:cc97814dfb786a83b6e2dc2e79351e1b83e6d715647d6887fcabd83026417a00", size = 179600, upload-time = "2026-07-17T22:49:13.92Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/8d/6195a88b45e8d2a8f745fc2046e36f885a3c9763e6767d2c46229bf9510c/websockets-16.1.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e047dc87ef7ca50f4d309bf775ad4a71711c58556d75d7bd0604b2317f43e94b", size = 177272, upload-time = "2026-07-17T22:49:15.453Z" },
+    { url = "https://files.pythonhosted.org/packages/73/e3/fe2d498c64dea0095c9a9f9a351af4cd6eef31b618395582bc1f38ba45ff/websockets-16.1.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:01fbdcbac298efe19360b94bc0039c8f746f0220ba570f327577bfee81059175", size = 177542, upload-time = "2026-07-17T22:49:16.875Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/ed/f1831681fce0e3242346e5458486003c5f124ed69e5e0b847fd029db4973/websockets-16.1.1-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:0f62863e8a00a6d33c3d6566ec0b89f23787b747ffe0c3bc71ec0e76b82c94b1", size = 187137, upload-time = "2026-07-17T22:49:18.323Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/79/4ff9dcc1bb46f6b4c536936dde1fd60f9b564f3304307274db97f4c9496d/websockets-16.1.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8087e82f842609734c9b5a1330464f8e94e346ba0e18c832c08bafa4b0d63c15", size = 188374, upload-time = "2026-07-17T22:49:19.65Z" },
+    { url = "https://files.pythonhosted.org/packages/62/c3/5c49b6efb36cab733d23773f6de575e1dba65736ead17d5d2b2a1daef779/websockets-16.1.1-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2bb5d041a8307d2e18782e7ce777f6fdb1e8c2f5d09291484b18c294b789d9aa", size = 191155, upload-time = "2026-07-17T22:49:21.331Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/f6/56ccceda3a4838d18f1d40821480da4775397e8b1eecf4031e20c50e2e90/websockets-16.1.1-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1db4de4a0e95673f7545d393c49eeb0c2f18ac1ef93073218c79d5cdb2ee75ab", size = 189011, upload-time = "2026-07-17T22:49:22.889Z" },
+    { url = "https://files.pythonhosted.org/packages/86/d6/ad5286241a2bce1107e2798d3bfbd62cf79aee167bdb654f8cb1e9dbf949/websockets-16.1.1-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f17dbe07eb3ea7f99e4df9b7e0efefe80fbf30d37a8cc4d561a0aed310bc8847", size = 187766, upload-time = "2026-07-17T22:49:24.339Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/67/d65c970b7e347fdca69479beb7811c2060529956730a7a4e3ae7c66b0e31/websockets-16.1.1-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:4b57693728576d84ede0a77987ab16881b783d2cd9f1dc180a8fbbc3f79c4428", size = 185173, upload-time = "2026-07-17T22:49:25.743Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/5b/14af3cd4ee69d8ea9baca58f3dc3cfb1ba78332a347fd478cb096549d60e/websockets-16.1.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2a636ff1e7a5c4edf71ef0e79adae7f25dba93b4fcbe3dc958733477ffeb0eaf", size = 187809, upload-time = "2026-07-17T22:49:27.147Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/11/be301710d70de97e3e7b3586e6d492c9c06d6a61bf1c2202c36cf0c75607/websockets-16.1.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:d6bec75c290fe484a8ba4cacdf838501e17c06ecfbbf31eede81a9e431bd7751", size = 186412, upload-time = "2026-07-17T22:49:28.611Z" },
+    { url = "https://files.pythonhosted.org/packages/db/07/fe1435bf6fe738a3d3b54dbe0c18dabf12cba4d909ac8b58b539ce27c1f4/websockets-16.1.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:54509b8e92fee4453e152b7558ddef37ce9705a044922f2095a6105e3f80c96f", size = 188290, upload-time = "2026-07-17T22:49:29.965Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/0a/81f394aff8efcbb01208c1ced77df0a3c7fcce584a88c7273663697946c2/websockets-16.1.1-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:f0aa4aad3b1b69ad3fd85a0fd0952ec64331c762bd77ec51cc814170873890b2", size = 185844, upload-time = "2026-07-17T22:49:31.447Z" },
+    { url = "https://files.pythonhosted.org/packages/39/5c/dd485b995473f415510251fe9bd708f2d24458f439fce958daf8d66dc7c6/websockets-16.1.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:42290eb6db4ccaca7012656738214f8514082fb6fa40cdeb61bb9a471b52e383", size = 186823, upload-time = "2026-07-17T22:49:33.104Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/0b/f78de76ff446f1e66af12b43c48a35f31744de93cfdec2f4ea67d5d7bbf1/websockets-16.1.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:53260c8930da5771cec89439bff99c20c8cb03ddb9588b980697355a83cd4bd3", size = 187102, upload-time = "2026-07-17T22:49:34.616Z" },
+    { url = "https://files.pythonhosted.org/packages/37/a1/4cf892007778eaf84ad162bfc98046e0ed89b63ac55949e3236626b2a23f/websockets-16.1.1-cp312-cp312-win32.whl", hash = "sha256:1d27fa8462ad6a1cb36206a3d0640b2333340def181fae11ed7f9adeaa5c0747", size = 179943, upload-time = "2026-07-17T22:49:36.213Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/de/6abe251d28c3a3f217096575400b27750b18e0b1d2fff3a2a239960fea07/websockets-16.1.1-cp312-cp312-win_amd64.whl", hash = "sha256:b436f6ec4fc3a6b4237c84d3f83170ed2b40bb584222f0ac47a0c8a5921980c7", size = 180243, upload-time = "2026-07-17T22:49:37.626Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/fd/6ec6c6d2850aea25b1b2aa9901a016980bb87d01e89b3eb00470b1b5d471/websockets-16.1.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ab59169ace05dcb49a1d4118f0bde139557adf45091bd85747e36bf5de984dd1", size = 179587, upload-time = "2026-07-17T22:49:38.959Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/d8/1d299d2dd34087db39831a34cc645ef8a6f89d78efada6983093513cd81c/websockets-16.1.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5e3b7d601f6f84156b08cc4a5e541c2b50ad7b36cfc302b657a12477c904a5df", size = 177272, upload-time = "2026-07-17T22:49:40.293Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/86/0a70d3ae2f0f2256bb41302d9804dbca65d4360281e7feb3e1f94102ac46/websockets-16.1.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cd2ca96a082a36964aca83e992f72abeb61b7306c1a6cba4c7d06a7b93750cac", size = 177530, upload-time = "2026-07-17T22:49:41.786Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/c2/c676c69444d9db448b3f0a55a98dcc534affce0bce961d9d2f0b8499b10a/websockets-16.1.1-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f5d497865f05bb222cab7016c6034542e84e5f29f49c6fd3f4939cda7197b5b8", size = 187197, upload-time = "2026-07-17T22:49:43.658Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/13/88137fbaf726ebe29d62c1117fa11fa2bbb6209dc79d4ad738efbe36a2aa/websockets-16.1.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bae954c382e013d5ea5b190d2830526bfa45ad121c326da0049b8c769f185db6", size = 188433, upload-time = "2026-07-17T22:49:45.147Z" },
+    { url = "https://files.pythonhosted.org/packages/01/6d/46c2f2ce6751cb26f39293e1ecbf8544cb01321397cd476c2756b98c216d/websockets-16.1.1-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e09f753a169951eb4f28c2c774f71069304f66e7277e0f5a2892423599cfa854", size = 189868, upload-time = "2026-07-17T22:49:46.581Z" },
+    { url = "https://files.pythonhosted.org/packages/29/2b/170a9e8097636cfde4dc3c592b6e00b18a44a2f5407606d96ca542dd5838/websockets-16.1.1-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:024193f8551a2b0eafbdd160911012c4e6c228c28430c84433253299a9e42d6a", size = 189059, upload-time = "2026-07-17T22:49:47.972Z" },
+    { url = "https://files.pythonhosted.org/packages/a7/48/f0d4ebc9ab4b473b8861b9e20fdb663d515d42f7befdf62cdb60fee7a1ec/websockets-16.1.1-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:aabe464bfd13bd25f4821faf111da6fefdc389f870265a53105580e45b0a2e49", size = 187814, upload-time = "2026-07-17T22:49:49.344Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/ba/39a41d3ae8e72696a9492581900611c5a91e2b07563b0bcd2523adea9854/websockets-16.1.1-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a28fcbc9b6baf54a2e23f8655f308e4ccc6afdd7266f8fe7954f320dcda0f785", size = 185229, upload-time = "2026-07-17T22:49:50.787Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/36/ac15b604f850d1907f0a85ed721cefe47cd45034b3620069b829746cccbe/websockets-16.1.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:79eace538c6a97e96d0d03d4f9d314f9677f5ed85a8a984992ffd90b13cb8a56", size = 187874, upload-time = "2026-07-17T22:49:52.228Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/f3/3fbd5d71d59299c3770faa5884d4f45070236ca5a35ab3a61830812c409a/websockets-16.1.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:496af849a472b531f758dbd4d61338f5000538cb1a7b3d20d9d32a264517f509", size = 186469, upload-time = "2026-07-17T22:49:53.776Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/fc/dd90349bba58af2a53ef2ddd9c32716c81eb6d59a0687939fff561860878/websockets-16.1.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:5283810d2646741a0d8da2aa733d6aefa0545809afccb2a5d105a26bc45125f1", size = 188347, upload-time = "2026-07-17T22:49:55.202Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/f3/f73ba86427682da59b78c11d77ba56d5b801c32e84afe79b274bbd6a9bb2/websockets-16.1.1-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:4e3b680b1e0a27457e727a0d572fd81dffa87b6dbf8b228ab57da64f7d85aead", size = 185903, upload-time = "2026-07-17T22:49:56.75Z" },
+    { url = "https://files.pythonhosted.org/packages/34/7c/f95eb20e80104173b3a0a092291f89ea4047ef6e608e0a57ca06eb14eecb/websockets-16.1.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:69159730a823dde3ea8d08783e8d47ef135a6d7e8d44eb127e32b321c9db8e3e", size = 186855, upload-time = "2026-07-17T22:49:58.467Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/35/dd875b3e050ff232d60fa377707f890e369f74d134f1be32e8f68879747c/websockets-16.1.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ed5bb271084b46530ee2ddc0410537a9961152c5ccba2fc98c5276d992ccba87", size = 187140, upload-time = "2026-07-17T22:50:00.016Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/dc/5cbfcb41824502f6af93b8f3943a4d06c67c23c7d2e31eb18748c4a5b2a7/websockets-16.1.1-cp313-cp313-win32.whl", hash = "sha256:cfb70b4eb56cac4da0a83588f3ad50d46beb0690391082f3d4e2d488c70b68ea", size = 179928, upload-time = "2026-07-17T22:50:01.685Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/c1/71e5deb5b7f8f226997ab64908c184ac3105c0155ce2d486f318e5dd08a8/websockets-16.1.1-cp313-cp313-win_amd64.whl", hash = "sha256:d9531d9cbeac99af6f038fb1bc351403531f7d634a2c2e10e2f7c854c6ed5b68", size = 180242, upload-time = "2026-07-17T22:50:03.117Z" },
+    { url = "https://files.pythonhosted.org/packages/73/a2/ba78a164eeea4620df4a4df4bd2ed6017438c4655cc0f36f2c0bc0432355/websockets-16.1.1-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:443aefe96b7fdb132e2a70806cca1f2af49bb3f28e47abcd7c2e9dcf4d8fa1b8", size = 179635, upload-time = "2026-07-17T22:50:05.001Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/08/d26d7a7628cd4ac34cbbdb63ac80914ca842ed8e42938c40a53567806df3/websockets-16.1.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:6456ff333092d509127d75a638cb411afae8ff17f092635015d1902efec8a293", size = 177320, upload-time = "2026-07-17T22:50:06.427Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/45/ebec83e6269536aa5932533c67b0af5c781f3e73fdbcd68672dcf43f4f44/websockets-16.1.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:fce6c48559c86d1ac3632ccb1bebc7d5442fbe79bd9bb0e40379ee54be2a4051", size = 177544, upload-time = "2026-07-17T22:50:07.834Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/d5/abc614d2297f6c1c3e01e61260364457a47c25cc1cf6a879038902bc6aa8/websockets-16.1.1-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:92b820d345f7a3fc7b8163949ee92df910f290c3fc517b3d5301c78065adafe1", size = 187270, upload-time = "2026-07-17T22:50:09.275Z" },
+    { url = "https://files.pythonhosted.org/packages/52/71/4c99af3b87dff1b2927981f6876607d4acb45338c665242168d3982f7758/websockets-16.1.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2a606d9c24035242a3e256e9d5b77ed9cd6bccfcb7cf993e5ca3c0f6f68fb6a7", size = 188509, upload-time = "2026-07-17T22:50:10.722Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/b4/5c8ca14b0df7eb84ed0524165c5359150210140817a3312aee57bf62a1cf/websockets-16.1.1-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:414e596c75f74e0994084694189d7dc9229fb278e33064d6784b73ffbba3ca31", size = 189882, upload-time = "2026-07-17T22:50:12.293Z" },
+    { url = "https://files.pythonhosted.org/packages/25/c1/bedfba9e70557129cb8083748d167bdcc01483dedf0f0df143676df05cbe/websockets-16.1.1-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:536676848fc5961aca9d20389951f59169508f765637a172403dc5434d722fa0", size = 189114, upload-time = "2026-07-17T22:50:13.789Z" },
+    { url = "https://files.pythonhosted.org/packages/df/09/aa835b2787835aebd839114be5de51b797cb480b63ba42b26d34dfe147cb/websockets-16.1.1-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:97fd3a0e8b53efa41970ac1dff3d8cf0d2884cadeb4caaf95db7ad1526926ee3", size = 187861, upload-time = "2026-07-17T22:50:15.179Z" },
+    { url = "https://files.pythonhosted.org/packages/20/26/f6408330694dbc9830857d9d23bc14ac4f6875127a480cfdda8d5ca21198/websockets-16.1.1-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:7b1b19636af86a3c7995d4d028dbe376f39b4bf31541146f9c123582a6c94562", size = 185286, upload-time = "2026-07-17T22:50:16.741Z" },
+    { url = "https://files.pythonhosted.org/packages/17/9a/e0675e70dd8a80762cf35bb18799d3f290a4890ffe6439bc51d222796083/websockets-16.1.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:41c8e77f17294c0ac18008a7309b99b34ee72247ef10b6dff4c3f8b5ac29896b", size = 187935, upload-time = "2026-07-17T22:50:18.213Z" },
+    { url = "https://files.pythonhosted.org/packages/33/c1/3234cfb86afde01b81e9bddcc6e534c440975d60a13991259e833069ab3e/websockets-16.1.1-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:9f63bcef7f4b02b06b35fc01c93b96c43b5e88e1e8868676caacf493d5a31f3a", size = 186444, upload-time = "2026-07-17T22:50:19.67Z" },
+    { url = "https://files.pythonhosted.org/packages/89/87/9c15206e1d778923d8daa9657de07aa62ea815e13448319c98458c37b281/websockets-16.1.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:dab9eb87869da2d6ed3af3f3adf28414baae6ec9d4df355ffc18889132f3436c", size = 188409, upload-time = "2026-07-17T22:50:21.28Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/00/cf5de5c67676de2d3eef8b2a518f168f6796595447a5b7161ba0d012915c/websockets-16.1.1-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:43e3a9fdd7cbf7ba6040c31fae0faf84ca1474fef777c4e37912f1540f854499", size = 185958, upload-time = "2026-07-17T22:50:22.719Z" },
+    { url = "https://files.pythonhosted.org/packages/62/c0/731b6ddede2e4136912ec4cff2cffbda35af73546be4762c3d7bd3bd79af/websockets-16.1.1-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:056ae37939ed7e9974f364f5864e76e49182622d8f9751ac1903c0d09b013985", size = 186911, upload-time = "2026-07-17T22:50:24.108Z" },
+    { url = "https://files.pythonhosted.org/packages/8c/7f/39c634472c4469a24a7c09cecddffb08fac6d0e74f73881a94ee8a40a196/websockets-16.1.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a0eadbbf2c30f01efa58e1f110eb6fa293261f6b0b1aa38f7f48707107690af9", size = 187204, upload-time = "2026-07-17T22:50:25.548Z" },
+    { url = "https://files.pythonhosted.org/packages/26/89/9667c256c256dafcc62d21328ce7a40067da857969b68ee9af375b0aaf72/websockets-16.1.1-cp314-cp314-win32.whl", hash = "sha256:195c978b065fa40910582464f99d6b15c8b314c68e0546549a55ed83f4735328", size = 179603, upload-time = "2026-07-17T22:50:27.086Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/dd/1c099d6c0fc5deb6b46ccdbb6981fdb4b12c917869cb3952408409dc18db/websockets-16.1.1-cp314-cp314-win_amd64.whl", hash = "sha256:4e8d01cc3bcae7bbf8167f944aeafefed590fae5693552bba9794a9df68371cc", size = 179948, upload-time = "2026-07-17T22:50:28.521Z" },
+    { url = "https://files.pythonhosted.org/packages/35/25/9956b2d5e0529d5d23924f21bba1440d4c5c88a562e4f08550871ffa97a7/websockets-16.1.1-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:0ffd3031ea8bda8d61762e84220186105ba3b748b3c8da2ae4f7816fac03e573", size = 179963, upload-time = "2026-07-17T22:50:29.982Z" },
+    { url = "https://files.pythonhosted.org/packages/17/06/55ffc976c488b6aee9ea05761ff7c4e88e7c1fd82818c8ca7b556ad2f90c/websockets-16.1.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:84a2cef8deffbd9ab8ee0ea546a2a6a7030c28f44e6cdd4547dbfeb489eb8999", size = 177497, upload-time = "2026-07-17T22:50:31.396Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/e8/f7dac2e980bacc92bdc26cebae4ae4d50cae5380732c50980598fc0bbae4/websockets-16.1.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:3df13f73af9b3b38ab1195eb299ecb67a4330c911c97ae04043ff74085728abe", size = 177698, upload-time = "2026-07-17T22:50:32.829Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/39/26762f734113e22da2b942c3aca85798e0c0405d64c256549540ff31e5a1/websockets-16.1.1-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:23253dd5bcae3f9aaee0a1d30967a8dbd52e5d3cff93a2e5b84df57b77d4750d", size = 187561, upload-time = "2026-07-17T22:50:34.24Z" },
+    { url = "https://files.pythonhosted.org/packages/11/94/c3f330851806b9b02138b774d593478323e73c99238681b4b93efe64e02d/websockets-16.1.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9c1c5705e314449e3308872fe084b8571ce078ee4fc55a98a769bdefe5917392", size = 188732, upload-time = "2026-07-17T22:50:36.088Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/f2/eb2c450f052de334ae33cf200ece6e87b0e14d186807074e4eb1cd2cdea2/websockets-16.1.1-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:69e52d175a0a7d1e13b4b67ad41c560b7d98e8c6f6126eb0bda496c784faf8c7", size = 190872, upload-time = "2026-07-17T22:50:38.008Z" },
+    { url = "https://files.pythonhosted.org/packages/70/31/2ac8cecf3a74f7fed9132129fc3d90b3998a1554570c11a69b2a8c20332d/websockets-16.1.1-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1f79c89b5eb034d1722938a891916582f8f7f503f58ca22518a63c3f2cd18499", size = 189305, upload-time = "2026-07-17T22:50:39.53Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/cf/8ab19650d3c0d4562c92e70ab47c257c4aa5c6a713ed87fe63766b31fefc/websockets-16.1.1-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:39f2a024af5c345ffe8fcf1ee18c049c024c94df393bb09b044a6917c77bde43", size = 188033, upload-time = "2026-07-17T22:50:40.912Z" },
+    { url = "https://files.pythonhosted.org/packages/66/d7/a49a38a6127a4acb134fb1912b215d900cc657605cff32445bf519f3acc4/websockets-16.1.1-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:952303a7318d4cbe1011400839bb2051c9f84fa0a35923267f5daba34b15d458", size = 185748, upload-time = "2026-07-17T22:50:42.559Z" },
+    { url = "https://files.pythonhosted.org/packages/95/3e/ad1fa40388c7f2e0bb2c7930d0090b6c5498594bd1cdaec18864df3d9e97/websockets-16.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:249116b4a76063d930a46391ad56e135c286e4562a18309029fc2c73f4ed4c62", size = 188285, upload-time = "2026-07-17T22:50:43.974Z" },
+    { url = "https://files.pythonhosted.org/packages/35/b8/d5db28ca264b9104f82196f92dc8843e35fd391f763d42e4ad358f5bc97e/websockets-16.1.1-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:61922544a0587a13fd3f53e4c0e5e606510c7b0d9d22c8444e5fae22a06b38cb", size = 186777, upload-time = "2026-07-17T22:50:45.474Z" },
+    { url = "https://files.pythonhosted.org/packages/42/9c/726cb39d0cc43ae848dce4aa2acb04eecc6738b1264ec6d700bf6bcfb9f8/websockets-16.1.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:46dcaa042cd1de6c59e7d9269fa63ff7572b6df40510600b678f0826b3c7af51", size = 188682, upload-time = "2026-07-17T22:50:46.973Z" },
+    { url = "https://files.pythonhosted.org/packages/be/c7/1168704de8c2dd483edabe4a22cbe4465dd8be8dd95561d214f9fe092871/websockets-16.1.1-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:38565aca3e01ea8734e578fb2118dade0ecb0250533f29e22b8d1a7a196cf4d0", size = 186377, upload-time = "2026-07-17T22:50:48.413Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/40/f9ff2d630ffce4e7dfea0b2288e1caf9ebbf9ff8a9ec9396136ce8b94935/websockets-16.1.1-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:42f599f4d48c7e1a3338fdaac3acd075be3b3cf02d4b274f3bf2767aedd3d217", size = 187148, upload-time = "2026-07-17T22:50:49.845Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/71/e177c8299f78d7cbe2d14df228643c10c70c0e86e108e092056bbcc16e46/websockets-16.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:dcc04fedf83effaeb9cce98abc9469bb1b42ef85f03e01c8c1f4438ef7555737", size = 187578, upload-time = "2026-07-17T22:50:51.619Z" },
+    { url = "https://files.pythonhosted.org/packages/49/b2/b6987faf330f5af5c787a2610124c2e8403d51724f9001ec4fff6311fe7a/websockets-16.1.1-cp314-cp314t-win32.whl", hash = "sha256:8483c2096363120eea8b07c06ae7304d520f686665fffd4811fad423930a65d7", size = 179729, upload-time = "2026-07-17T22:50:53.269Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/6e/fbac6ed878dd362fbad7d415fa4f84d38e3e33fed8cde45c64e783acf826/websockets-16.1.1-cp314-cp314t-win_amd64.whl", hash = "sha256:bcce07e23e5769375158f5efdcdafa8d5cd014b93c6683865b840ed65b96f231", size = 180072, upload-time = "2026-07-17T22:50:54.969Z" },
+    { url = "https://files.pythonhosted.org/packages/e1/ed/71fea6e141590cafc40b14dc5943b0845606bee87bdb52a21b6a73eb4311/websockets-16.1.1-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:820fb8450edddae3812fd58cbc08e2bf22812cb248ecb5f06dbb82119a56e869", size = 177185, upload-time = "2026-07-17T22:50:56.665Z" },
+    { url = "https://files.pythonhosted.org/packages/01/ec/00e7eeca200facf9266a83e4cbbf1bed0e67fba1d4d45031d3e5b3d81b5c/websockets-16.1.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:125f22dbefaf1554fea66fc83851490edb284ce4f501d37ffed2752f418332d9", size = 177459, upload-time = "2026-07-17T22:50:58.197Z" },
+    { url = "https://files.pythonhosted.org/packages/75/fd/5774c4b33f7c0d8f0c51809c8b3a93456c48e3543579262cfa64eb5f522e/websockets-16.1.1-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:30bbe120437b5648a77d3519b7024ea09530e0b5b18d3698c5a0ae536fe0cc2e", size = 178294, upload-time = "2026-07-17T22:50:59.641Z" },
+    { url = "https://files.pythonhosted.org/packages/37/c3/48e2c03d2bd79bb45948841c592d24156312dd5f58cdf8f549febe652fb6/websockets-16.1.1-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b6b9dadbef0cccd9f4c4ee96b08898afa73e26803bbe0f6aeb5bb12b0074206d", size = 179190, upload-time = "2026-07-17T22:51:01.129Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/3f/73e511ecf2496ceac57dd4ed8388efe2bcf0769338a2dbf242c8366ae87e/websockets-16.1.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:56cd5fc4f10a9ea8aa0804bddb7b42506cf9e136046f3b4c27de8fec9e2ecba5", size = 180330, upload-time = "2026-07-17T22:51:02.603Z" },
+    { url = "https://files.pythonhosted.org/packages/be/4d/2d0d67834092e354d2b0498f014a41249a89556bc406cf86f3e1557bb463/websockets-16.1.1-py3-none-any.whl", hash = "sha256:6abbd3e82c731c8e531714466acd5d87b5e88ac3243465337ba71d68e23ae7e3", size = 173814, upload-time = "2026-07-17T22:51:04.184Z" },
+]
+
+[[package]]
+name = "websockets"
+version = "17.1"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version >= '3.13'",
+    "python_full_version >= '3.11' and python_full_version < '3.13'",
+]
+sdist = { url = "https://files.pythonhosted.org/packages/18/72/fba934cb3dff7a85d811820efffcd141ddd52b5a2a01637f64551373ff4d/websockets-17.1.tar.gz", hash = "sha256:acfea4c20bf54384883ea33b1240fc1db4f52e190823a4e2b334bc3e8bfca96a", size = 187520, upload-time = "2026-08-26T17:25:33.063Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7d/ad/66a74d42fb537bd44056483eae6cbb7ebb10b742c300a0bf8cee427556d4/websockets-17.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:88b882764ef65147a7a5ae13168dedbe225a04e2ff4858fe543f2c402f093e9c", size = 216984, upload-time = "2026-08-26T14:55:20.747Z" },
+    { url = "https://files.pythonhosted.org/packages/70/1b/344ab22cea729e872f759b926441f7b822ab6cd106db527736afc066927f/websockets-17.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:98a5b2589a56a4b4f098b0a958099a4356ab904a7844f1da3841efca469af7e9", size = 214667, upload-time = "2026-08-26T14:55:22.298Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/42/bace574b6ae80e1a8d6935b8c5f03fb67236233ec572e976fe826ff719cf/websockets-17.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:020e271205f8ab3406d7a59cd00de6dec722315924411c421bd00642f18bad86", size = 214944, upload-time = "2026-08-26T14:55:23.618Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/87/08e35ca4a0ffafb500a16ff461bf9561ad2b755362adb5d077d4dba9affc/websockets-17.1-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:65be6bda2b537fefa4b3a5ccd6ab386533ce39dd8fe62433ec90901fdc81752d", size = 224004, upload-time = "2026-08-26T14:55:24.748Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/9a/00ae2e147eaa086fe8bdddd36f57216ce72b9a9dfc0b17c717005ebdacaf/websockets-17.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:0c84bdef916556cbe1d5a43b423398be4dd3cba6522b463e53d848578b920695", size = 224278, upload-time = "2026-08-26T14:55:26.016Z" },
+    { url = "https://files.pythonhosted.org/packages/98/e2/7aeb4e00defa68826f449392922a382ce7fdf542fe52190558dc1714e284/websockets-17.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:47a62d6045c6eaa0d8f97bc2fb68b8cf90077a0cbfd4e83d6f2d2145611ee134", size = 225511, upload-time = "2026-08-26T14:55:27.183Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/e4/655be3d93c3edbe1a51606073b5454ea6b1b32d87aa26253a6df952417b7/websockets-17.1-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:34879e19bb0a3c44f9317679435aea5327fac993933a704cbf353bf1234b10c7", size = 228802, upload-time = "2026-08-26T14:55:28.431Z" },
+    { url = "https://files.pythonhosted.org/packages/e4/33/98549a2afa9d68fe1b5a8e0a61cd461a43ea1ab7209bce675eea67c79190/websockets-17.1-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2d72879819f5145a342d0030c418702496c65a4b913ef81f5ae944dd91dd50f6", size = 226075, upload-time = "2026-08-26T14:55:29.695Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/6b/cbc27e014d6c292b9b2709cfd32781a2b61eb30cd4c9130e7c57e41a204a/websockets-17.1-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:84f25e099fdfe3b09f953d84698f729a1f7d1e99101b2787d7a28ed77b323750", size = 224846, upload-time = "2026-08-26T14:55:30.964Z" },
+    { url = "https://files.pythonhosted.org/packages/10/a6/e57925f7a423d90f24559e85bac21a7f0b44c0cf4a5c0babc0759ca54bab/websockets-17.1-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:469355ab1af100b9380f1afb09985019f4a4b94fa1dd0e9396db4361626d7ab8", size = 222136, upload-time = "2026-08-26T14:55:32.376Z" },
+    { url = "https://files.pythonhosted.org/packages/32/07/b9de0400addb542ba7c819022abc3afa46cd7e518068881bceadac69d995/websockets-17.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:00679b7468b4c2b12b0757118174e8eabac56bb2f579a928a104d9554a56e098", size = 225000, upload-time = "2026-08-26T14:55:33.527Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/bb/af2828a1d7f2beb792af6ba56d7b02d56262070266b95d2af9ef391fbfb0/websockets-17.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:a9fe648abd1d9b89aebfa30407bfdd08a0271ec5dc7d44a4c6ccd1ce22cf562a", size = 223592, upload-time = "2026-08-26T14:55:34.636Z" },
+    { url = "https://files.pythonhosted.org/packages/fe/51/7379f254730c1dc7d8e4dd8d686868d8f7be55bdc94c6d3a44538840f639/websockets-17.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:f47aafd92aa28b941180e6da8a42b0f711851b14b81a5b6bb28dbbb1fa35152c", size = 224360, upload-time = "2026-08-26T14:55:35.777Z" },
+    { url = "https://files.pythonhosted.org/packages/88/c6/fcd91320dd71dda7046df9bc60f60c70ee15c052dee21e31ed6221dc8b5d/websockets-17.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:c89406fa3dcd4aa8662c6406cc5c0de1790e9614d2c3aaf03ca53a8a8ccf3405", size = 225404, upload-time = "2026-08-26T14:55:36.85Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/b2/655a4f939388079f80f1b3f8a1b9d40783e70a376e7423988cc9a590a09f/websockets-17.1-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:b3b451fd2723ad3191a209afe6f3f4bc86c83e9a85bdc255353b91803ee6aa66", size = 222982, upload-time = "2026-08-26T14:55:38.006Z" },
+    { url = "https://files.pythonhosted.org/packages/87/75/37c84c4371c6aa668910d7841036c4397ea10554c07030603ccd5e44b02a/websockets-17.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:054c28db2dcec0e857e3b705d8c28012613e555b38c765d6a4f75340a4fc06a0", size = 224017, upload-time = "2026-08-26T14:55:39.39Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/20/8a9a94323bfcfe03bde3f9d98926bea4855856359702fe3ca0d07051ef5d/websockets-17.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f8e822efd54137d8cc8310eb64635ab827a4a6c72ff08691f38aa624776d8ecb", size = 224252, upload-time = "2026-08-26T14:55:40.498Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/dd/aa66e6500188cd40306abeb92c9a738ca6dd7029d8d8532c538055ab5daf/websockets-17.1-cp311-cp311-win32.whl", hash = "sha256:dcb8d5f7edef7a399d322cf28d4c4e6f98dab64d301c8f50581a1080e5198142", size = 217484, upload-time = "2026-08-26T14:55:41.763Z" },
+    { url = "https://files.pythonhosted.org/packages/01/a2/cdf3b551f0b9177023afd3a45d3b431a0d4064951008c4321a8b42ac2288/websockets-17.1-cp311-cp311-win_amd64.whl", hash = "sha256:b1bc819c6db90e8f91a38250a1ab4c058261871aa52d2fe36382eddedf146dee", size = 217779, upload-time = "2026-08-26T14:55:42.942Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/13/51253dbed7d16a4bb87b05110ad3bf12165f410e915f6da1edd4186d8dc1/websockets-17.1-cp311-cp311-win_arm64.whl", hash = "sha256:edadce7a22052056fd4384543019856b34850363c9d387929f677ae01d79709c", size = 217710, upload-time = "2026-08-26T14:55:44.016Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/0d/098f23c4c858e5de9459ffc554fa07d5493fbcfca7f040b5800cf1cecc35/websockets-17.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:76dd004f59115087c7b700474cb18f01325e37250032e19396c08ae41448e4b3", size = 217015, upload-time = "2026-08-26T14:55:45.194Z" },
+    { url = "https://files.pythonhosted.org/packages/13/86/bc1317b1a4d8c4688e2a7e564b5e004dab44c2534d7ca05de6ae9a863fca/websockets-17.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:581fa678ef46f4277cc8491312468e582f8ad609dbab907ba6096a08c6a0ff98", size = 214692, upload-time = "2026-08-26T14:55:46.366Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/e7/df821761772beaa48c211ee0e234930b35c1473778470773823f56d3911b/websockets-17.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:87f0d5e77548b0c40c8464cdb6108792e7e53f487c6400028a4ec28a8afbe5ab", size = 214959, upload-time = "2026-08-26T14:55:47.885Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/92/c3fb72f11764812fc648bf3838d224972427b348e8b3989d9e0a9df87da3/websockets-17.1-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:882af300d2c6a092b93767d5de03c7bb56dfb06314140c8e872d3f48e09f7b74", size = 224278, upload-time = "2026-08-26T14:55:49.241Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/05/9f82d090c8d2d861604147ef6dfb938a90b039f9358d5193f1df62558593/websockets-17.1-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:0c863507ada5805517ca6dff1c524dcd42942efe6304dacf06700878398d21a6", size = 224557, upload-time = "2026-08-26T14:55:50.348Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/50/5cbf677b865290fe36819ff00615826e7edc1df38786f770123ff39a933d/websockets-17.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d41ef69d5416fbc1d98cf96c37be6192d10fd101c3e0f8b3ddc36e09432b3c08", size = 225791, upload-time = "2026-08-26T14:55:51.75Z" },
+    { url = "https://files.pythonhosted.org/packages/c1/1c/eb8a032285243381b09a221ae384c972d5000453ad136add4d1595cec798/websockets-17.1-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:5aefe78e6a3077fe22b5e64b04666a85a3eb8b934d40e8595a693adcbceb6f11", size = 228574, upload-time = "2026-08-26T14:55:52.922Z" },
+    { url = "https://files.pythonhosted.org/packages/69/85/413736251cb3ac04ce84cbd90e893d9a36a9698d4820b323aff3aa187e50/websockets-17.1-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f64e001bb7fa89b9f32cfa600bf8e9ac8ca26759d9b92ae01453ee303d9cd7b4", size = 226428, upload-time = "2026-08-26T14:55:54.263Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/2b/a08bcc7fa1ca81a10f84ba32b6e6edd73a913f4b0c2640eed1fd626efacd/websockets-17.1-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:677014a073bcb1fbaa7e21144786864f16c08f856d66834f611eceb9006cbab8", size = 225184, upload-time = "2026-08-26T14:55:55.943Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/8a/3bd2d0cf6b148c8c866d5d9fdcde30c04bfd81fdfac86813e69377eb4448/websockets-17.1-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0de501b7f2db11e83739ac20e2d33d46da4604b829f506c24be80e7def069391", size = 222430, upload-time = "2026-08-26T14:55:57.103Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/c9/8e891ae342668735eabbbc669895e15195e4b45f24a4beeb58af76f414c7/websockets-17.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f62114a54117e4948a1e414e89521f7fe1e3c2f83f2a571a06a4fc6718b0900a", size = 225227, upload-time = "2026-08-26T14:55:58.375Z" },
+    { url = "https://files.pythonhosted.org/packages/e1/6f/c816f332dca11425e9bda7c07f7573eb5c5f8a735849d02b0d81e8ee20fa/websockets-17.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:eec113a5b41d124ef42ff56b0d74a6da3fd986400038eab9e58ee42a4024e837", size = 223831, upload-time = "2026-08-26T14:55:59.664Z" },
+    { url = "https://files.pythonhosted.org/packages/53/67/5e91d5308ce24fc1ec74f56536c12f4888bad45ff5ea50f3180f8c518c57/websockets-17.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:5f051f8030a51815dc00e24bd2e5f1435af095c1cc111d747ac6e2a3620d7641", size = 224600, upload-time = "2026-08-26T14:56:00.873Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/96/faa298ecf2570d35b0eb37caddf4992178d907e108ed74bfffb6bc092c29/websockets-17.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:655a8e28010f09fd6fa317e857afab3af7647f33e41dee88fa421e92086d1090", size = 225707, upload-time = "2026-08-26T14:56:02.001Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/12/5710d2482ca5061c1eec5eb46f6313837c760d4115b1795c85b6c08be4e3/websockets-17.1-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:dc2b79afc074d2f3e64b26539350f697fe1b85ea1c49ea24eb588f247b053ce1", size = 223263, upload-time = "2026-08-26T14:56:03.092Z" },
+    { url = "https://files.pythonhosted.org/packages/27/47/0c30f4eebfd1d93fae779d268f678d48847fb98516f5200849574eee8820/websockets-17.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:e4bd7eacb87d8cf3ed70d6392c770a0d92441f05d7d2a3efafb5bc171d5e3067", size = 224244, upload-time = "2026-08-26T14:56:04.321Z" },
+    { url = "https://files.pythonhosted.org/packages/41/33/46c256195a1255079ae23d1b1267b2e1843dc5f46a67f973cdf2a3523dff/websockets-17.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ccbf3f4a9890d50b3a08ee04029fde30a03bfdeffaa19977628bf17251764e60", size = 224520, upload-time = "2026-08-26T14:56:05.521Z" },
+    { url = "https://files.pythonhosted.org/packages/06/9a/aef0792731df4352e5f417369b532b3325fe434765ca90c193f594ae1e67/websockets-17.1-cp312-cp312-win32.whl", hash = "sha256:7e724f843fa6a0614aece65a7c73e51d0f4412ca41dccac13c3caf98e69536bb", size = 217485, upload-time = "2026-08-26T14:56:06.715Z" },
+    { url = "https://files.pythonhosted.org/packages/50/23/493ecfdaf32898e5ea24dc900e33e5e317f9662d5d9ab2d44b2e111b4e1c/websockets-17.1-cp312-cp312-win_amd64.whl", hash = "sha256:617243e19a0992095956f406ee9cd3bc4ba92862d83cb1d83bb59ce574412bec", size = 217786, upload-time = "2026-08-26T14:56:08.055Z" },
+    { url = "https://files.pythonhosted.org/packages/97/3d/91954e2f7876f74ce1213e9b92c65a63b559cc4b942a931ebeb351cd9932/websockets-17.1-cp312-cp312-win_arm64.whl", hash = "sha256:9f4a08ff7cb68c27b18e09223cc6304e01d0f82d5a240d251266dfd2e6e44729", size = 217711, upload-time = "2026-08-26T14:56:09.267Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/31/5f6450a7879f4f063ef08897cc385ea3ce3f1fe17f08b11e3fd959abdf27/websockets-17.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:2a0162a6372110a5601cb5c9fd826635cedf69f3e110c545dd19774e040b970e", size = 217006, upload-time = "2026-08-26T14:56:10.509Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/2a/c1b006fc861695d2aa4e35327b842015ce1d98cf8f99241829b3d6460bfc/websockets-17.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:829dba1bc049779de9b332088c1a6a9858e96bd67e50b6b644a95e02b67836bc", size = 214690, upload-time = "2026-08-26T14:56:11.681Z" },
+    { url = "https://files.pythonhosted.org/packages/46/69/66e5b7d01445e0eeb1d4ab419c30315f2c90cf7a8a8cd4ecc47f894dba54/websockets-17.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:fd8f47dbf2e8adb15c847215f83436de3fdb120b51fdae0fbbdf69fd97a3ad80", size = 214947, upload-time = "2026-08-26T14:56:12.923Z" },
+    { url = "https://files.pythonhosted.org/packages/07/ce/033cafe2d2538562efa876b9149a2c7a0f7787870a4b1bb6e28adc9ceb6b/websockets-17.1-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:9f4c0377a83e163a303514fdfab501dbe379bdc13e5b9312a91d112658b29dce", size = 224329, upload-time = "2026-08-26T14:56:14.212Z" },
+    { url = "https://files.pythonhosted.org/packages/34/c7/e1c2e8a67f6cc0aa43abe0046fb3b7a020980649e6a843751dc7ce9eb170/websockets-17.1-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c3241d684a76eaaef8b2dc789afde4343cd3aad55ea81e4e8ab3605b529bae51", size = 224611, upload-time = "2026-08-26T14:56:15.702Z" },
+    { url = "https://files.pythonhosted.org/packages/be/de/07c6d48eb3d2069709410c851e7de10ab83d752c4bd09862899627c2729b/websockets-17.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e5f5c7a893507d0e83a80b88aefd6522f7e882cd53f9722c6f23f5a020c9557c", size = 225848, upload-time = "2026-08-26T14:56:16.962Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/dd/3c68572d20509648cc2fb6f50ccf3deeb4b87270f2c8966e99476e278ea3/websockets-17.1-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:00bf34b64501e3477e81fc281532ff3cbf4da26633c10b63979d5085d46602d3", size = 227290, upload-time = "2026-08-26T14:56:18.204Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/4a/8f6651c8a22093539c9215af0c5bbf217b87b382c99d2112039b92d593c2/websockets-17.1-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ce0305b702b20d1e1d60a9aaace6bc89970e1753565543f310d549eab22c2435", size = 226476, upload-time = "2026-08-26T14:56:19.459Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/be/f6fc33cea86b1127fd1297b18c107e81580ab55a73a39f9a934441ef321f/websockets-17.1-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29176d8b429cfa0fa443c473878d37a5c06cfd0cb36b71ba4314accc71e05906", size = 225233, upload-time = "2026-08-26T14:56:20.939Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/83/65edaf05f7c9b1dea82f4d252fdc37706a84571646f06119a27b0a16fe19/websockets-17.1-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:3709a1ab30b4b922027d22f68d2b61a0656a91680ac894a537624e6be7dd7f7c", size = 222488, upload-time = "2026-08-26T14:56:22.208Z" },
+    { url = "https://files.pythonhosted.org/packages/07/42/d1169c2f7f1f0032b0d4b0c00f0711a070cd7c735de37bfeb876bc0f9606/websockets-17.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:43bd0c1ceb924d67f5c1a5254d8361dd9d94246e6331a726064dfa2917880780", size = 225295, upload-time = "2026-08-26T14:56:23.445Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/f4/64e2a386c3899b917c2933225c9b47887874229d159797f3bf1a11c20d51/websockets-17.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:1fce0f43e0d41422e0b2cad6561e1970df22f212f4c7e884967df7cf591b031c", size = 223891, upload-time = "2026-08-26T14:56:24.647Z" },
+    { url = "https://files.pythonhosted.org/packages/26/b3/dfb5c482f7e310a3432fdbb045ddfe6d34114680e89a233d4ff900a32961/websockets-17.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:4031152769179ab8dcdeafc7b0e58052a49117560a28671700b47b2c7b717aad", size = 224661, upload-time = "2026-08-26T14:56:26.027Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/cf/94865130a336029f46412adc127c4fbe380f46172b90ce251369e35c4302/websockets-17.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:a06f3b5085176763182449559e20391d7ce616a8972a9f7a33deda87ea6d4f3c", size = 225766, upload-time = "2026-08-26T14:56:27.455Z" },
+    { url = "https://files.pythonhosted.org/packages/96/34/eb8c658f86dfe562ed49a887a27424bfe9e618c26ea6f865b093d075d3a6/websockets-17.1-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:77b37cceca17291897c3c73bd30a7c7c7909593554b5da574ec852af83c1742a", size = 223323, upload-time = "2026-08-26T14:56:28.807Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/7e/2629609652ece5ca0c7ac235927dd4511b08131e3a5d53439b798fddf002/websockets-17.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:d8e83333385cac6030a5167fd18bf96cc6c58b914c308e683f05b0cf94bc8dd0", size = 224276, upload-time = "2026-08-26T14:56:29.991Z" },
+    { url = "https://files.pythonhosted.org/packages/a1/6b/8525737fe840b38e5f40956c198fb586a4fac1e07144d41a5b949b989cf8/websockets-17.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:073c5c3f7e127041fa9d34a9e29ceefee8c3cafbd267ed2927318f425144380d", size = 224558, upload-time = "2026-08-26T14:56:31.184Z" },
+    { url = "https://files.pythonhosted.org/packages/74/ab/3a958c6cbcf74b118f601c20a80ac8bd5e8dfec0bcf7345116feaeefb121/websockets-17.1-cp313-cp313-win32.whl", hash = "sha256:2afb58c7ba48b329d56769f8dfd89f394efe587b65ef806bae810a484d6d3608", size = 217475, upload-time = "2026-08-26T14:56:32.431Z" },
+    { url = "https://files.pythonhosted.org/packages/22/36/fb521f0f2994c25509651f169efe5582dddd8713d57a0757ba87859372ef/websockets-17.1-cp313-cp313-win_amd64.whl", hash = "sha256:0340bbef6bfbe16da888b3983d666a4db4954ac3253c38f13bc7aba0c7db5a2f", size = 217784, upload-time = "2026-08-26T14:56:33.608Z" },
+    { url = "https://files.pythonhosted.org/packages/68/92/9b8419584681a12a7534b746dfb2737c466efe2455483e2fbf8b941a04ec/websockets-17.1-cp313-cp313-win_arm64.whl", hash = "sha256:7a72efa3bf4fa3a6669a54420a472ad056da3973d827f10e3a536da463f926c2", size = 217715, upload-time = "2026-08-26T14:56:34.865Z" },
+    { url = "https://files.pythonhosted.org/packages/90/0d/500cf5daea09d4669dff3a7d67159094a0bd6c4ef130381404f6edd3eb5f/websockets-17.1-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:0c9982938980e086da59f70d05f9418cd143401a601a0faac10fa48f7bb1cd3e", size = 217048, upload-time = "2026-08-26T14:56:36.03Z" },
+    { url = "https://files.pythonhosted.org/packages/97/12/5b12c6168aa269cffbfd24d177cd492b130120403a418c7e89462e27b4ac/websockets-17.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:57b39dc8541cf7ed3f639da82bf7451060483967f9e733da1f8173e4095f0642", size = 214737, upload-time = "2026-08-26T14:56:37.43Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/36/e453e5106e4e2416f008ac222837c2f1637a063b08008afcd1088889b631/websockets-17.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:96abdecbaae746851b87c3a36cb4a661df93ca3d92f114270f79228bf1d00de6", size = 214955, upload-time = "2026-08-26T14:56:38.71Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/30/0204bb86176db02cdfc678ce65ed808a66fab87d250ce61a8790800a60b0/websockets-17.1-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d9fc873e239c5abeb150bc24dbd1a7af23a9254526383ce0a077f5e20adbeb19", size = 224331, upload-time = "2026-08-26T14:56:39.924Z" },
+    { url = "https://files.pythonhosted.org/packages/46/c8/d8372256e00c4e3cab1115c45075d1eeedb642a3f2b42bd70c4deae03f06/websockets-17.1-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:6f42912fa9eb4cb7c7ec9fde9b3332ba339eb8a8811981043d4029599f3d950b", size = 224685, upload-time = "2026-08-26T14:56:41.169Z" },
+    { url = "https://files.pythonhosted.org/packages/12/7d/650355b8f67f908ff99603351d4458d1a0b787d627950a47c38db7e25308/websockets-17.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f98bf378d7a5be047a044a1a27c987a8f355e10e3b5754617dbe756248cbc5ce", size = 225927, upload-time = "2026-08-26T14:56:42.359Z" },
+    { url = "https://files.pythonhosted.org/packages/34/6c/a9ffa5b903579eed76017870f055d75ecc73988d9d0c9b65a92ba0bf2a27/websockets-17.1-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d334d11398086bb5559606cb42d51c013ea7c061c7db701521392373d3c087f5", size = 227300, upload-time = "2026-08-26T14:56:43.538Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/5d/4551c2269066af7481ee44605a0813770961615b5b5da3e87a8f5cb859ea/websockets-17.1-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5c27336b1a0ac56569493e858497870347854372395f50483725f8cdacc5a45c", size = 226533, upload-time = "2026-08-26T14:56:44.669Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/43/237a99233e5c445759a613831b3a92e91905afc064dc3bd0ad33c35fd1e2/websockets-17.1-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:67258b00302a5aaf0b267771c7014b13429abd7ea17eebc4c55bd935ff101555", size = 225280, upload-time = "2026-08-26T14:56:45.83Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/b5/e9407a91613d1d1cd932414143a1012096b26674a782fc55a0bd23217ee4/websockets-17.1-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:455ffeea0879d313205df1e745e5883e1feb7f31ecd26be882f5f0babd3db04f", size = 222540, upload-time = "2026-08-26T14:56:47.053Z" },
+    { url = "https://files.pythonhosted.org/packages/db/d2/db76628db0577b783205d9779f64d8e373416b04c62d1546be4b75dc8540/websockets-17.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f7233eaf441a345a5943a929fd4b5ea3278f11aed35a9ed0f3106b8cb3ca846a", size = 225354, upload-time = "2026-08-26T14:56:48.32Z" },
+    { url = "https://files.pythonhosted.org/packages/a9/4c/2174181c067b89a74ae18e2650c2ac29959f4b796afe876ab3f4d30d642c/websockets-17.1-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:c65da239a5ad553619804c1f9d65c1a0b3005381c6158ee14da2c7444cbd0c78", size = 223867, upload-time = "2026-08-26T14:56:49.579Z" },
+    { url = "https://files.pythonhosted.org/packages/df/75/274decb9a8253561b5be3261e02a6676fc8ecdf31e95b722e53d5bfb8fd2/websockets-17.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:9fa1ffa08c81a4f809cdab6129f8e55bee4650b9d6d3461019dda73aacd146b6", size = 224652, upload-time = "2026-08-26T14:56:50.885Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/e6/49824f1fb4db7656d2f7492b1d8be16147b759d909490e32f4776843ee64/websockets-17.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:406b8107943a43ef4649b1e0cb0cdc052bbf08fe1c8905a623c4af9586e5cebb", size = 225822, upload-time = "2026-08-26T14:56:52.356Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/6a/5dc43838c0b02a95f42c47a0de33c5ddd7767a9feeb4d0d8777ac1cfefe4/websockets-17.1-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:4e8ffcb486c8490a34a4cef5e4409d8da5a1cb1681e5bf7d786ce5e84aa8540d", size = 223379, upload-time = "2026-08-26T14:56:53.699Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/62/585637cf06d6b321232f79c55dc14d65518d12cf87c94c44f5864068810e/websockets-17.1-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:fb88076df585b69c5761c387c0081aa87d7b9eb1b205a6535ca4777e25650d81", size = 224330, upload-time = "2026-08-26T14:56:55.184Z" },
+    { url = "https://files.pythonhosted.org/packages/de/68/c3b234a6a1366b6ab5bbfaa4434a1b946e1dc4e8ddd6824bfd93a8835b7f/websockets-17.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5d4724255fb8398acd9e583b97eb2279cec20e0bd0f9a94bf75f6056ef9f13da", size = 224622, upload-time = "2026-08-26T14:56:56.393Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/d4/84cf3d1376f5d8207f55f43c1c818babd6b89447f5dcd01f18a6d5526796/websockets-17.1-cp314-cp314-win32.whl", hash = "sha256:be3f0129c5654517b2abf07dcb75bb1d9479759a4ccfb569e8293579e9fc029a", size = 217036, upload-time = "2026-08-26T14:56:57.652Z" },
+    { url = "https://files.pythonhosted.org/packages/d0/0f/9e7ac63c5d7cb642952200814f584318e65146df008b7d375d5d9c6b2c97/websockets-17.1-cp314-cp314-win_amd64.whl", hash = "sha256:2a4dc6ef83f4559e0d05f313a375cb38f63c986096a9da99fe94fdd779d313e5", size = 217382, upload-time = "2026-08-26T14:56:59.065Z" },
+    { url = "https://files.pythonhosted.org/packages/54/bb/1ae6b91f7f3ac05f5c9f14a72dc2181c115ff370bcd8a7f10f02c174adfd/websockets-17.1-cp314-cp314-win_arm64.whl", hash = "sha256:46c0331c9eaaf73a559f3a9e388466be0df96eb83d40f06f1ca6ab6613b35c82", size = 217268, upload-time = "2026-08-26T14:57:00.654Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/f0/f65644d0e0b2b90918a8c41503841cc4072a58f2bf76c09bc36e751fc0dd/websockets-17.1-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:d411ea5ca18ac1b12c0c94be88b60c18ca641ac43bcdfdf1c9f79d46cdbe1603", size = 217379, upload-time = "2026-08-26T14:57:02.181Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/35/4c46d1f620ac1a30f92b6eae78ee40a772a93f568647ca7ccdc5ea283cf8/websockets-17.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:07fa3e7c30e2c577928d359b56bf872a3e0cbcc15553eaa0907c1ee86344b56f", size = 214911, upload-time = "2026-08-26T14:57:03.478Z" },
+    { url = "https://files.pythonhosted.org/packages/04/6e/4587e8406d7c1188e97b9cf466c081e93399380d447f885bfce81626cd37/websockets-17.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6de9acef07e3a78e9567fcd26c29011a4da8f050b13004bbf880a0fd82a6eea5", size = 215115, upload-time = "2026-08-26T14:57:04.692Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/06/1381c8fff525041025909eb80ace32489194a00ba22a0a8d428030afcc84/websockets-17.1-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:ea0ed9373b880115911d9d39634bccc95b8ce590c9c42e8589f5cacc3ef3cee2", size = 224696, upload-time = "2026-08-26T14:57:05.899Z" },
+    { url = "https://files.pythonhosted.org/packages/36/9d/9034e867dc85340be058619751742b895f722326e83100d110063461ca07/websockets-17.1-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:50903d335bfda026c2fa11dd9aed09d8cbee0c451e3a85122a9acb041b7dc69b", size = 224975, upload-time = "2026-08-26T14:57:07.262Z" },
+    { url = "https://files.pythonhosted.org/packages/40/eb/ed03aa3cae748ebf6397e5d44028f433f746bad09dc568ff754fda3a3c9b/websockets-17.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5a74531ce81af587f906ab42f194032388fcff8fc7938402e5917c9147a39441", size = 226151, upload-time = "2026-08-26T14:57:08.524Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/c9/cc1964a096d16f3b73cb1ee5f14f277f5a3bcac07c6e8f9a1dcded99f4c8/websockets-17.1-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:8fbf28e639544503b7d1c96452a5e5e043e4108d89b1f3fa02910603622d19db", size = 228292, upload-time = "2026-08-26T14:57:09.846Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/26/46da6dd0363c2db2e4876fd59a40fd40c1943a82d7018d0a33afbce47d52/websockets-17.1-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f612dc57f00c07cf4aa2673f7cbceabd654ad2457b7e639f061b794d6e11f9fd", size = 226722, upload-time = "2026-08-26T14:57:11.118Z" },
+    { url = "https://files.pythonhosted.org/packages/78/98/ecd8f5e1c5d0e54c08ebc5c66852271112166db68107cb0e17ca1bf25009/websockets-17.1-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:1c7ac77401227212dc6e849182feee50d57cf456ec6329ffd6979c94bb136c5c", size = 225451, upload-time = "2026-08-26T14:57:12.601Z" },
+    { url = "https://files.pythonhosted.org/packages/65/4d/da8d2760db53e17aae763738b6ba834b1fcf16813d3632f3edb6951e1ec8/websockets-17.1-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:32a2a68d989d6e5b74a9d5095415c51189ebae29fceb7cf2b64a1c0318a81256", size = 223003, upload-time = "2026-08-26T14:57:13.875Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/40/ea401c141a79c5b1d0021a0dab9d0df2051c108f1620fbb39a6e7c714c3b/websockets-17.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:aec00f018d34c67500ff0438dc314b40277be4a1b983cbacbf53ccf7db63e257", size = 225704, upload-time = "2026-08-26T14:57:15.091Z" },
+    { url = "https://files.pythonhosted.org/packages/e1/8e/07ab3f44215d89840d5385fdcaaab1fed8caeffa67c6899e15062957c12c/websockets-17.1-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:0014eaff8ad5b3b43feda2279f9d34bf2eaae040720b9fbbb55944b10f40b14d", size = 224192, upload-time = "2026-08-26T14:57:16.3Z" },
+    { url = "https://files.pythonhosted.org/packages/58/93/ccf1af0a23e5748d4e22292a377d78d15cf294d7e707bbb11a8990ae6bd5/websockets-17.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:db9d7ee47f3ba531e278be539af39e2c7c7d28fb94897b6cd1120d63b0ef5922", size = 225082, upload-time = "2026-08-26T14:57:17.531Z" },
+    { url = "https://files.pythonhosted.org/packages/e2/db/e32200f99ce282e728d2929f2c429db353cf3282db7d0eba99eb32c9fec1/websockets-17.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:ff3e2ba7a9f0a110b0555452e9b5a03a34e11662544e01beea15f144b48ba7b7", size = 226101, upload-time = "2026-08-26T14:57:18.802Z" },
+    { url = "https://files.pythonhosted.org/packages/28/3d/e7a6e9777b29433620167c98f3caaff0d6b08b1239a273ef7f7fd1393349/websockets-17.1-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:6da17fc94bd270f5987b10bee113461ac36a36a98b0481ddcc98056e5a90001a", size = 223794, upload-time = "2026-08-26T14:57:20.313Z" },
+    { url = "https://files.pythonhosted.org/packages/48/05/ac569090726dedd6656f3ee28b0c02dfb1ba76e898dceaccc2987a237cef/websockets-17.1-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:e8dc3fa6d6b7ead3f9de57895f41b116a28787548e066365d9d90f7356bcaad2", size = 224567, upload-time = "2026-08-26T14:57:21.634Z" },
+    { url = "https://files.pythonhosted.org/packages/14/50/4ef62941111db6b31193f4fabbb65f845a5177579040cb8fe0d774d25034/websockets-17.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b65d5fe48219dc2d5e158de9e6514e75600f379cc7e37108d35f31764c155566", size = 224993, upload-time = "2026-08-26T14:57:22.86Z" },
+    { url = "https://files.pythonhosted.org/packages/28/42/2b95ada4ea19bf3a2072b68669ce4f4afb212690b727d31640576287fd68/websockets-17.1-cp314-cp314t-win32.whl", hash = "sha256:2cce251f3e2469b99b6802b55435bcdd07123b41870f54c87b336183af9d7e68", size = 217168, upload-time = "2026-08-26T14:57:24.466Z" },
+    { url = "https://files.pythonhosted.org/packages/32/0a/67d5ee08dd8060a37d612fd40a625b5376ad19ae48fe1c8ad428c278b817/websockets-17.1-cp314-cp314t-win_amd64.whl", hash = "sha256:8f6c38cdcaf98a911d7acc25577f2f9e710f3a2fc2bde1563556784320196b51", size = 217508, upload-time = "2026-08-26T14:57:25.983Z" },
+    { url = "https://files.pythonhosted.org/packages/76/a3/822005d0c674451d2411027b878cdc128a2b7ea5a30d337d9e279da22eba/websockets-17.1-cp314-cp314t-win_arm64.whl", hash = "sha256:d1e2f5fa2b6d01f0d85b4f223fea7ed1d504be282a02a81bd2be4817ef7a2f03", size = 217425, upload-time = "2026-08-26T14:57:27.324Z" },
+    { url = "https://files.pythonhosted.org/packages/de/d5/99a6c6a1eb5d5ae9f45f59a3c97f4e3b21f310eb404a547fb3e7d2fc054c/websockets-17.1-cp315-cp315-macosx_10_15_universal2.whl", hash = "sha256:88381602e379165b66244b2ebc29f9b23ea0851fbe63ae157f91ca324f072d6f", size = 216970, upload-time = "2026-08-26T14:57:28.575Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/0e/1e7f6e833728193958d3ed3d67b5d57c3c7cfa948abf94d4bc553257c954/websockets-17.1-cp315-cp315-macosx_10_15_x86_64.whl", hash = "sha256:88bc5138e53903a85c354e59df7ba73ce306f7b09724cef74dba121e60a88ce2", size = 214699, upload-time = "2026-08-26T14:57:29.862Z" },
+    { url = "https://files.pythonhosted.org/packages/07/00/95d39549f86e34425a0412bcbe61708dd1fc46af654e2134a6c4389102ad/websockets-17.1-cp315-cp315-macosx_11_0_arm64.whl", hash = "sha256:3546ef55b3a074494106508bc6505c73825970d2d9505f7bf53882b3e88b0d1e", size = 214927, upload-time = "2026-08-26T14:57:31.148Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/ff/b442415fc4f7f9943b0fc8e8eebaa13923ca73361e167c439ba634eecbd9/websockets-17.1-cp315-cp315-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:9ae55d24241fc055f22aea3ac924559069848bd0ad4ea065fdd72d2194685fe8", size = 224373, upload-time = "2026-08-26T14:57:32.833Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/dd/b83537aae4cf61615b9d8b2dbb235c0030ba85457a6d934798273814600f/websockets-17.1-cp315-cp315-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:d7b349265fad6244013eecd99df8d83c12bf3013943e431f4fadd5bffc37db42", size = 224801, upload-time = "2026-08-26T14:57:34.041Z" },
+    { url = "https://files.pythonhosted.org/packages/76/83/5ab0abed58454909e8dbab45086ac68ee4556d7a8ada26735addc909b903/websockets-17.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dc5789e5ea182b77a38881383ada5347202a6c66f4857d054e075290e80b604b", size = 225967, upload-time = "2026-08-26T14:57:35.292Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/26/e2412f2b998a8c1dfc00c0709ff6ee0c634dd0b0b4f92bdfe9667876b71c/websockets-17.1-cp315-cp315-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:ce13c7d233239e739600a57d4a73c1192ad8259e655a4d55aa1a454242bc809d", size = 227664, upload-time = "2026-08-26T14:57:36.493Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/25/0dd4495df3c0e02f6db705312ba85ab9b2dd42257dc23eb0da10066e4844/websockets-17.1-cp315-cp315-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1036189bd34b0bc1b10a4679321e2c7968af317efe6e8e4c1c5141c4254fb5bb", size = 226447, upload-time = "2026-08-26T14:57:37.781Z" },
+    { url = "https://files.pythonhosted.org/packages/be/67/6df3f63ffc48f08126ed0cd2fd2a41092967c3e364f8ec100deae90b6d77/websockets-17.1-cp315-cp315-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e78fd4b7b2c5086a38671c9c882c1e643385eccea360b5b1fda4a105e590087e", size = 225343, upload-time = "2026-08-26T14:57:39.133Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/8d/a8479bbb09ff054907d141123d8f52fb6ae5ac39c6dbe39e6a02a8408309/websockets-17.1-cp315-cp315-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:46e7a10bf04318c7b0c0273791925ae5e1cbe4a11e34aa934d2ef27862058a80", size = 222748, upload-time = "2026-08-26T14:57:40.478Z" },
+    { url = "https://files.pythonhosted.org/packages/40/fb/4c3d2a3269cde3f3087916de9c3d9fc5d7196b46846d8c3a9ae59ad0a884/websockets-17.1-cp315-cp315-musllinux_1_2_aarch64.whl", hash = "sha256:33e45c7ea38428e740a7f233555d71df0b875cef7fc080acebc9654475e35335", size = 225453, upload-time = "2026-08-26T14:57:41.859Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/1c/6467b401d19408f34e1c7389c222c2c7e1dfdf08c551190269b5eabc726c/websockets-17.1-cp315-cp315-musllinux_1_2_armv7l.whl", hash = "sha256:6e63c01803be425ff062b7f7fc201a74def1d49fc94a2410dd17375df75936e9", size = 224112, upload-time = "2026-08-26T14:57:43.136Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/5f/744e032ac80e11039a7447657ebabb46e9b5c2dbcec83be571335212932f/websockets-17.1-cp315-cp315-musllinux_1_2_i686.whl", hash = "sha256:722ec21717eec6477bce582147a28acdfe034e604239466a6a95daedb863e774", size = 224646, upload-time = "2026-08-26T14:57:44.871Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/47/bcb9128d9afc4d0934d9192e2a24897ca2f7a63df2654904915349c6c46d/websockets-17.1-cp315-cp315-musllinux_1_2_ppc64le.whl", hash = "sha256:e74e41f0ad12ff1e8983e349daef79d37cc8280c743ce9d134d6c74c18dab5d6", size = 225797, upload-time = "2026-08-26T14:57:46.338Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/e0/b058047b7cf565e1105b10ef6b6b24a6ebe3575678c7dc75a645334705a7/websockets-17.1-cp315-cp315-musllinux_1_2_riscv64.whl", hash = "sha256:12fe8984a32dbfd084e0603f1a8d740c0180cb85b3174585c54a80d2455a8394", size = 223605, upload-time = "2026-08-26T14:57:48.175Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/69/fc1555bff884de363f1bf9eebf2836dbeb29fa7e4f957debb7bbcf43abba/websockets-17.1-cp315-cp315-musllinux_1_2_s390x.whl", hash = "sha256:01dcb47deebc40b38fd4a493b9b9f4d0a704b7bec6f35e4d34085b329abce71a", size = 224508, upload-time = "2026-08-26T14:57:49.407Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/f9/648d4e68621688b19093b06f7b497d520952e68cdea1c1b54371fe9491de/websockets-17.1-cp315-cp315-musllinux_1_2_x86_64.whl", hash = "sha256:f4c45ee2512d3757b5e6c67c5a34e435143f2ecb7df3324f9fd888688c45c0f4", size = 224767, upload-time = "2026-08-26T14:57:50.799Z" },
+    { url = "https://files.pythonhosted.org/packages/58/93/f8342b55864f71df13eb8e9ef7dce691b87a87f04f75bb8a1385b3336e7c/websockets-17.1-cp315-cp315-win32.whl", hash = "sha256:0f4f50dfe2cc810fc4e2de979b35e83bf8bb4bccdc6fe472d93762ea7b1d5927", size = 217003, upload-time = "2026-08-26T14:57:52.122Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/f0/7b5fdb774c245e0b6217009e2a24d2105c1a64923949f33be41aa7959302/websockets-17.1-cp315-cp315-win_amd64.whl", hash = "sha256:4af784f3e436f65b355c117c6497320f2b5cf6a559295cb1c4c7338e335d45cc", size = 217300, upload-time = "2026-08-26T14:57:53.492Z" },
+    { url = "https://files.pythonhosted.org/packages/76/33/1fe6ed1b5087516115ca451b2c240314b010647071f8fc3bd78a21e4dddb/websockets-17.1-cp315-cp315-win_arm64.whl", hash = "sha256:d58159af7835fde09c462394293c0d7aaf8fb4557d8f8e5699f5e722ccae013d", size = 217214, upload-time = "2026-08-26T14:57:54.88Z" },
+    { url = "https://files.pythonhosted.org/packages/94/ca/ed02e75996a266d76c5fcb5dd9b930db4cf2b388ca5fa3d2a72086f81568/websockets-17.1-cp315-cp315t-macosx_10_15_universal2.whl", hash = "sha256:1a5cf4e7bbe3ca499e6a289206cb4fcb7444b09919e129bd517f57d5fa192c13", size = 217282, upload-time = "2026-08-26T14:57:56.108Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/7d/d536f5bc89ea5b52fd1c1727c59fabafee6bc41f5ce92c3bd2f83047908c/websockets-17.1-cp315-cp315t-macosx_10_15_x86_64.whl", hash = "sha256:416b4bc8789a1865a3ff643ec4ee073a5f52402d0dbeafd27b1798d5dd6b6a51", size = 214863, upload-time = "2026-08-26T14:57:57.355Z" },
+    { url = "https://files.pythonhosted.org/packages/37/37/944cf17bad668e9be1247e6314f88a48b9faf7c250e383410db8b38af0b9/websockets-17.1-cp315-cp315t-macosx_11_0_arm64.whl", hash = "sha256:259f45358c76d3b18489e3e80636cdbe807e05ecf1b10fdf1a779106d23d0c8e", size = 215073, upload-time = "2026-08-26T14:57:58.719Z" },
+    { url = "https://files.pythonhosted.org/packages/74/bf/3267966cc1bbc2b8fa62fd329651b0af502df1f5d1c0eed027ff339d6aa8/websockets-17.1-cp315-cp315t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d9d01e8ede41fea4f5a847dad9d628355f74905f437a5b6856d67aa66d193800", size = 225229, upload-time = "2026-08-26T14:58:00.235Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/d8/85ea722f483510abb39fc71aafb4465d17cf9051a275ab036874ff3c300c/websockets-17.1-cp315-cp315t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:a7b35181a14cbfcae163b4de545d22abfd07d06c2c41ca69cfcd99251d6888ab", size = 225500, upload-time = "2026-08-26T14:58:01.994Z" },
+    { url = "https://files.pythonhosted.org/packages/50/ce/64c7d00005bd0d15ecb5c5fcb7fb2597b6b92ddd16c4fa6bbc3d2835ad63/websockets-17.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6a8e768a048c2220697477ce2e67e4345dc9f693d0ee6af53945b5e30227c6a7", size = 226829, upload-time = "2026-08-26T14:58:03.327Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/dc/096c67940fb957e667ca3c542818150434eb0388c6fdc90b3a502f3c3e96/websockets-17.1-cp315-cp315t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:880069d21cc33a558dcf180924a546d1ecf8ada5be3e4e70acee87019d706a24", size = 228457, upload-time = "2026-08-26T14:58:04.78Z" },
+    { url = "https://files.pythonhosted.org/packages/51/fe/f2331b6b7ccc67589891da354fa46a5cb79e95f83b9fd0e734d77f1f2140/websockets-17.1-cp315-cp315t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cec1bb8f22abccc8d20f8ca63df9be41600c26c190f4b97ee86c675fd4a863a6", size = 227265, upload-time = "2026-08-26T14:58:06.102Z" },
+    { url = "https://files.pythonhosted.org/packages/47/a5/fb1642302f8ec77ca922203074f155a9831a5128ad75e725059a476d1227/websockets-17.1-cp315-cp315t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f3a1d577e081667dda7f8e5b4796e6e32f9713c93e2a3d930669519840a3c623", size = 226143, upload-time = "2026-08-26T14:58:07.464Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/41/7133fcfb63f5562750b269d6a845c689dde6a2c6407286da395beea19ddd/websockets-17.1-cp315-cp315t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:dc053f9e95a76213c5eb7ed95779f7daf0d2bf0e4e03073629ebfa43a033f151", size = 223501, upload-time = "2026-08-26T14:58:08.766Z" },
+    { url = "https://files.pythonhosted.org/packages/64/b1/82b36bfabc79ff2d383a1fc043cee6a13f794ef4f6bf1b4810ad6988cf6f/websockets-17.1-cp315-cp315t-musllinux_1_2_aarch64.whl", hash = "sha256:bb0efe019480a1c93e168ce96479273aaebd672fc8c350d5eed1e507ababb1b8", size = 226330, upload-time = "2026-08-26T14:58:09.987Z" },
+    { url = "https://files.pythonhosted.org/packages/41/7d/5b511b9bf6e9ad331e6ff902fcbcc71c3794d10ef3b5efe80ccb8f0a7861/websockets-17.1-cp315-cp315t-musllinux_1_2_armv7l.whl", hash = "sha256:615746b12b26a3fd4077bc6fbeb277a1c192a45dd57b531d07ad9ed5c52a9a7a", size = 224980, upload-time = "2026-08-26T14:58:11.303Z" },
+    { url = "https://files.pythonhosted.org/packages/e0/50/aed08f25301f8eef23be903ff9319fcf35630ca2bdec9d226f7d804dd5b3/websockets-17.1-cp315-cp315t-musllinux_1_2_i686.whl", hash = "sha256:1a20136d61f9ca3a31493732762661fafc2c20e8861930214e21afc6a8a692a2", size = 225478, upload-time = "2026-08-26T14:58:12.543Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/47/0d63d4168536b4682c9d19b7399443b1176f25dbb68878374fa716670230/websockets-17.1-cp315-cp315t-musllinux_1_2_ppc64le.whl", hash = "sha256:2786cbd273ab69c22612db8a41229ddf2c158060b17b5928884bf388d07887f3", size = 226588, upload-time = "2026-08-26T14:58:14.457Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/dd/844bd0b6386fc81ed6a55f4b6dd26f01c6987eda205afa10175ea12b2164/websockets-17.1-cp315-cp315t-musllinux_1_2_riscv64.whl", hash = "sha256:b1c323fc3be1dc3f87f6c59458cb7d9e13dcbbf971d6c3f3e2bbaf58d3bfcdfe", size = 224336, upload-time = "2026-08-26T14:58:15.778Z" },
+    { url = "https://files.pythonhosted.org/packages/96/18/03709c84bc88ec4dcea68d4be4ccd07d611073dec111203a5bf45af8809d/websockets-17.1-cp315-cp315t-musllinux_1_2_s390x.whl", hash = "sha256:12c8e2b25df59755954a04dfa09c990b96691025aaf7eafd19ed6da24b09c18d", size = 225197, upload-time = "2026-08-26T14:58:17.141Z" },
+    { url = "https://files.pythonhosted.org/packages/27/cf/0d1c694b6466c89e875b85b32b51312c472cf6708eee91914866f5087dde/websockets-17.1-cp315-cp315t-musllinux_1_2_x86_64.whl", hash = "sha256:f58f58b4b29bbea2a3635e2c56eff4a3adab011fe383802a9e542e31b97085fc", size = 225493, upload-time = "2026-08-26T14:58:18.521Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/f5/99857c3dd9676749f33e3668665a34ad6099505fb8d75eb084f49f7807a9/websockets-17.1-cp315-cp315t-win32.whl", hash = "sha256:f78a3ffb1994304db2c0c4588e4d1a518079b557054fa3bb985a6f5e50ff49a3", size = 217130, upload-time = "2026-08-26T14:58:20.037Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/84/77599922ab441bfe61508f97dab2c71f8e114d31793993ea54011db16199/websockets-17.1-cp315-cp315t-win_amd64.whl", hash = "sha256:ad68c28a27246fed109a4409393d677b7e1388345cbbd2f5aee5c182d8506110", size = 217448, upload-time = "2026-08-26T14:58:21.382Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/3c/8b9a225b523f06a9389be81f1b0ab07c49bec6014742e6aa359c1f920f1f/websockets-17.1-cp315-cp315t-win_arm64.whl", hash = "sha256:e552e0037230ac16e5f568de7012041344d1b18c9feed30ec2891b8eba55af81", size = 217372, upload-time = "2026-08-26T14:58:22.807Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/e4/af4abbcf07eac6a725ec6f865611526b2b0c23d482723de551bec667880d/websockets-17.1-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:10ecb38ffc05e1841b619d99c725307a223ef9ad58e7b1ed33311d472dc43918", size = 214602, upload-time = "2026-08-26T14:58:25.211Z" },
+    { url = "https://files.pythonhosted.org/packages/4d/fe/819fba7ba35f92b639333da7355041c07dd50048f9c76fba0b8e292a6483/websockets-17.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:17aa424ab61620aad21b36b2240efc87b500cc496e7d0e999a5c2ae99395e886", size = 214874, upload-time = "2026-08-26T14:58:26.689Z" },
+    { url = "https://files.pythonhosted.org/packages/4f/a7/d370ab794f47fbeea648d17ad08caf0bb50131d6c04b7ad83e6af63c405a/websockets-17.1-pp311-pypy311_pp73-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:764cf7bfa149365f32b7a0fd9fed32debdac29dd06295d5635cde1745b446cd8", size = 215821, upload-time = "2026-08-26T17:25:23.616Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/6b/251b00fe634e2a9c2cb5d6390e0e97cec55e3d18dd09b4b976620eed5d7b/websockets-17.1-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8d1b108bd8f5f6a8b90801f6db3b3858d5deca889acfdb8ac497bbb24e4b0edf", size = 215714, upload-time = "2026-08-26T17:25:26.295Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/b1/37fe0c96c206b4208a072c3a74add6a72af4b8228be3f5435163c5a6d099/websockets-17.1-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a62d8c424383c9dc769ff3672018df822603117e32686e567d452ed035b6fb2e", size = 216608, upload-time = "2026-08-26T17:25:28.134Z" },
+    { url = "https://files.pythonhosted.org/packages/be/7e/75a0a491b512412e08333b9f8412757af6186fe1c598186261002de1a793/websockets-17.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:8196d217eeca52b9235ee1f8a684a09885a5f953d5a31e80ef915bf2c5c94f9d", size = 217870, upload-time = "2026-08-26T17:25:29.745Z" },
+    { url = "https://files.pythonhosted.org/packages/41/63/23572870e01836a98346075b9e17a8bc24a6ddd9800a3204ceee58677f3c/websockets-17.1-py3-none-any.whl", hash = "sha256:f221081107b8c48184d99f7019604486376e7ef826037e70aad6b02540732c23", size = 211134, upload-time = "2026-08-26T17:25:31.397Z" },
+]

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()