Upload folder using huggingface_hub (part 4)

.gitattributes

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+pip

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+Metadata-Version: 2.4
+Name: av
+Version: 18.1.0
+Summary: Pythonic bindings for FFmpeg's libraries.
+Author-email: WyattBlue <wyattblue@auto-editor.com>, Jeremy Lainé <jeremy.laine@m4x.org>
+License-Expression: BSD-3-Clause
+Project-URL: Bug Tracker, https://github.com/PyAV-Org/PyAV/issues
+Project-URL: Source Code, https://github.com/PyAV-Org/PyAV
+Project-URL: homepage, https://pyav.basswood.io
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Natural Language :: English
+Classifier: Operating System :: MacOS :: MacOS X
+Classifier: Operating System :: POSIX
+Classifier: Operating System :: Unix
+Classifier: Operating System :: Microsoft :: Windows
+Classifier: Programming Language :: Cython
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: 3.14
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Multimedia :: Sound/Audio
+Classifier: Topic :: Multimedia :: Sound/Audio :: Conversion
+Classifier: Topic :: Multimedia :: Video
+Classifier: Topic :: Multimedia :: Video :: Conversion
+Requires-Python: >=3.11
+Description-Content-Type: text/markdown
+License-File: LICENSE.txt
+License-File: AUTHORS.py
+License-File: AUTHORS.rst
+Dynamic: license-file
+
+PyAV
+====
+
+PyAV is a Pythonic binding for the [FFmpeg][ffmpeg] libraries. We aim to provide all the power and control of the underlying library, but manage the gritty details as much as possible.
+
+---
+
+[![GitHub Test Status][github-tests-badge]][github-tests] [![Documentation][docs-badge]][docs] [![Python Package Index][pypi-badge]][pypi] [![Conda Forge][conda-badge]][conda]
+
+PyAV is for direct and precise access to your media via containers, streams, packets, codecs, and frames. It exposes a few transformations of that data, and helps you get your data to/from other packages (e.g. NumPy and Pillow).
+
+This power does come with some responsibility as working with media is horrendously complicated and PyAV can't abstract it away or make all the best decisions for you. If the `ffmpeg` command does the job without you bending over backwards, PyAV is likely going to be more of a hindrance than a help.
+
+But where you can't work without it, PyAV is a critical tool.
+
+
+Installation
+------------
+
+PyAV requires Python 3.11 or later. Binary wheels are provided on [PyPI][pypi] for Linux, macOS, and Windows with FFmpeg bundled. You can install these wheels by running:
+
+```bash
+pip install av
+```
+
+Another way of installing PyAV is via [conda-forge][conda-forge]:
+
+```bash
+conda install av -c conda-forge
+```
+
+See the [Conda install][conda-install] docs to get started with Miniconda.
+
+
+Alternative installation methods
+--------------------------------
+
+Due to the complexity of the dependencies, PyAV is not always the easiest Python package to install from source. This release supports FFmpeg 8.x. To build the source distribution against an existing FFmpeg installation on Linux or macOS, run:
+
+> [!WARNING]
+> FFmpeg's development files and `pkg-config` must be available on your system.
+
+```bash
+pip install av --no-binary av
+```
+
+
+Installing from source
+----------------------
+
+On Linux or macOS, build PyAV from a Git checkout with:
+
+```bash
+git clone https://github.com/PyAV-Org/PyAV.git
+cd PyAV
+source scripts/activate.sh
+
+# Build ffmpeg from source. You can skip this step if ffmpeg 8.x is already installed.
+./scripts/build-deps
+
+# Build PyAV
+make
+
+# Testing
+make test
+
+# Install globally
+deactivate
+pip install .
+```
+
+On Windows, use a Conda environment and the FFmpeg development files maintained by the PyAV project:
+
+```powershell
+git clone https://github.com/PyAV-Org/PyAV.git
+cd PyAV
+conda create --name pyav-dev --channel conda-forge python=3.11 cython setuptools numpy pillow pytest
+conda activate pyav-dev
+$ffmpegDir = Join-Path $env:CONDA_PREFIX "Library"
+python scripts\fetch-vendor.py --config-file scripts\ffmpeg-latest.json $ffmpegDir
+python setup.py build_ext --inplace --ffmpeg-dir=$ffmpegDir
+python -m pytest
+```
+
+---
+
+Have fun, [read the docs][docs], [come chat with us][discuss], and good luck!
+
+
+
+[conda-badge]: https://img.shields.io/conda/vn/conda-forge/av.svg?colorB=CCB39A
+[conda]: https://anaconda.org/conda-forge/av
+[docs-badge]: https://img.shields.io/badge/docs-on%20pyav.basswood.io-blue.svg
+[docs]: https://pyav.basswood.io
+[pypi-badge]: https://img.shields.io/pypi/v/av.svg?colorB=CCB39A
+[pypi]: https://pypi.org/project/av
+[discuss]: https://github.com/PyAV-Org/PyAV/discussions
+
+[github-tests-badge]: https://github.com/PyAV-Org/PyAV/workflows/tests/badge.svg
+[github-tests]: https://github.com/PyAV-Org/PyAV/actions?workflow=tests
+[github]: https://github.com/PyAV-Org/PyAV
+
+[ffmpeg]: https://ffmpeg.org/
+[conda-forge]: https://conda-forge.github.io/
+[conda-install]: https://docs.conda.io/projects/conda/en/latest/user-guide/install/index.html

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.venv/lib/python3.12/site-packages/av-18.1.0.dist-info/WHEEL

@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (84.0.0)
+Root-Is-Purelib: false
+Tag: cp311-abi3-manylinux_2_28_x86_64
+

.venv/lib/python3.12/site-packages/av-18.1.0.dist-info/entry_points.txt

@@ -0,0 +1,2 @@
+[console_scripts]
+pyav = av.__main__:main

.venv/lib/python3.12/site-packages/av-18.1.0.dist-info/licenses/AUTHORS.py

@@ -0,0 +1,182 @@
+""" Generate the AUTHORS.rst file from git commit history.
+
+This module reads git commit logs and produces a formatted list of contributors
+grouped by their contribution count, mapping email aliases and GitHub usernames.
+"""
+
+from dataclasses import dataclass
+import math
+import subprocess  # noqa: S404
+
+
+def main() -> None:
+    """ Generate and print the AUTHORS.rst content. """
+
+    contributors = get_git_contributors()
+    print_contributors(contributors)
+# ------------------------------------------------------------------------------
+
+
+EMAIL_ALIASES: dict[str, str | None] = {
+    # Maintainers.
+    "git@mikeboers.com": "github@mikeboers.com",
+    "mboers@keypics.com": "github@mikeboers.com",
+    "mikeb@loftysky.com": "github@mikeboers.com",
+    "mikeb@markmedia.co": "github@mikeboers.com",
+    "westernx@mikeboers.com": "github@mikeboers.com",
+    # Junk.
+    "mark@mark-VirtualBox.(none)": None,
+    # Aliases.
+    "a.davoudi@aut.ac.ir": "davoudialireza@gmail.com",
+    "tcaswell@bnl.gov": "tcaswell@gmail.com",
+    "xxr3376@gmail.com": "xxr@megvii.com",
+    "dallan@pha.jhu.edu": "daniel.b.allan@gmail.com",
+    "61652821+laggykiller@users.noreply.github.com": "chaudominic2@gmail.com",
+}
+
+CANONICAL_NAMES: dict[str, str] = {
+    "caspervdw@gmail.com": "Casper van der Wel",
+    "daniel.b.allan@gmail.com": "Dan Allan",
+    "mgoacolou@cls.fr": "Manuel Goacolou",
+    "mindmark@gmail.com": "Mark Reid",
+    "moritzkassner@gmail.com": "Moritz Kassner",
+    "vidartf@gmail.com": "Vidar Tonaas Fauske",
+    "xxr@megvii.com": "Xinran Xu",
+}
+
+GITHUB_USERNAMES: dict[str, str] = {
+    "billy.shambrook@gmail.com": "billyshambrook",
+    "daniel.b.allan@gmail.com": "danielballan",
+    "davoudialireza@gmail.com": "adavoudi",
+    "github@mikeboers.com": "mikeboers",
+    "jeremy.laine@m4x.org": "jlaine",
+    "kalle.litterfeldt@gmail.com": "litterfeldt",
+    "mindmark@gmail.com": "markreidvfx",
+    "moritzkassner@gmail.com": "mkassner",
+    "rush@logic.cz": "radek-senfeld",
+    "self@brendanlong.com": "brendanlong",
+    "tcaswell@gmail.com": "tacaswell",
+    "ulrik.mikaelsson@magine.com": "rawler",
+    "vidartf@gmail.com": "vidartf",
+    "willpatera@gmail.com": "willpatera",
+    "xxr@megvii.com": "xxr3376",
+    "chaudominic2@gmail.com": "laggykiller",
+    "wyattblue@auto-editor.com": "WyattBlue",
+    "Curtis@GreenKey.net": "dotysan",
+}
+
+
+@dataclass
+class Contributor:
+    """ Represents a contributor with their email, names, and GitHub username. """
+
+    email: str
+    names: set[str]
+    github: str | None = None
+    commit_count: int = 0
+
+    @property
+    def display_name(self) -> str:
+        """ Return the formatted display name for the contributor.
+
+        Returns:
+            Comma-separated sorted list of contributor names.
+        """
+
+        return ", ".join(sorted(self.names))
+
+    def format_line(self, bullet: str) -> str:
+        """ Format the contributor line for RST output.
+
+        Args:
+            bullet: The bullet character to use (- or *).
+
+        Returns:
+            Formatted RST line with contributor info.
+        """
+
+        if self.github:
+            return (
+                f"{bullet} {self.display_name} <{self.email}>; "
+                f"`@{self.github} <https://github.com/{self.github}>`_"
+            )
+        return f"{bullet} {self.display_name} <{self.email}>"
+
+
+def get_git_contributors() -> dict[str, Contributor]:
+    """ Parse git log and return contributors grouped by canonical email.
+
+    Returns:
+        Dictionary mapping canonical emails to Contributor objects.
+    """
+
+    contributors: dict[str, Contributor] = {}
+    git_log = subprocess.check_output(
+        ["git", "log", "--format=%aN,%aE"],  # noqa: S607
+        text=True,
+    ).splitlines()
+
+    for line in git_log:
+        name, email = line.strip().rsplit(",", 1)
+        canonical_email = EMAIL_ALIASES.get(email, email)
+
+        if not canonical_email:
+            continue
+
+        if canonical_email not in contributors:
+            contributors[canonical_email] = Contributor(
+                email=canonical_email,
+                names=set(),
+                github=GITHUB_USERNAMES.get(canonical_email),
+            )
+
+        contributor = contributors[canonical_email]
+        contributor.names.add(name)
+        contributor.commit_count += 1
+
+    for email, canonical_name in CANONICAL_NAMES.items():
+        if email in contributors:
+            contributors[email].names = {canonical_name}
+
+    return contributors
+
+
+def print_contributors(contributors: dict[str, Contributor]) -> None:
+    """Print contributors grouped by logarithmic order of commits.
+
+    Args:
+        contributors: Dictionary of contributors to print.
+    """
+
+    print("""\
+        Contributors
+        ============
+
+        All contributors (by number of commits):
+        """.replace("        ", ""))
+
+    sorted_contributors = sorted(
+        contributors.values(),
+        key=lambda c: (-c.commit_count, c.email),
+    )
+
+    last_order: int | None = None
+    block_index = 0
+
+    for contributor in sorted_contributors:
+        # This is the natural log, because of course it should be. ;)
+        order = int(math.log(contributor.commit_count))
+
+        if last_order and last_order != order:
+            block_index += 1
+            print()
+        last_order = order
+
+        # The '-' vs '*' is so that Sphinx treats them as different lists, and
+        # introduces a gap between them.
+        bullet = "-*"[block_index % 2]
+        print(contributor.format_line(bullet))
+
+
+if __name__ == "__main__":
+    main()

.venv/lib/python3.12/site-packages/av-18.1.0.dist-info/licenses/AUTHORS.rst

@@ -0,0 +1,129 @@
+Contributors
+============
+
+All contributors (by number of commits):
+
+- Mike Boers <github@mikeboers.com>; `@mikeboers <https://github.com/mikeboers>`_
+- WyattBlue <wyattblue@auto-editor.com>; `@WyattBlue <https://github.com/WyattBlue>`_
+
+* Jeremy Lainé <jeremy.laine@m4x.org>; `@jlaine <https://github.com/jlaine>`_
+
+- Mark Reid <mindmark@gmail.com>; `@markreidvfx <https://github.com/markreidvfx>`_
+
+* Lukas Geiger <lukas.geiger94@gmail.com>
+
+- Vidar Tonaas Fauske <vidartf@gmail.com>; `@vidartf <https://github.com/vidartf>`_
+- laggykiller <chaudominic2@gmail.com>; `@laggykiller <https://github.com/laggykiller>`_
+- Billy Shambrook <billy.shambrook@gmail.com>; `@billyshambrook <https://github.com/billyshambrook>`_
+- Casper van der Wel <caspervdw@gmail.com>
+- Philip de Nier <philipn@rd.bbc.co.uk>
+- Tadas Dailyda <tadas@dailyda.com>
+- Dave Johansen <davejohansen@gmail.com>
+- Mark Harfouche <mark.harfouche@gmail.com>
+- JoeUgly <41972063+JoeUgly@users.noreply.github.com>
+- Justin Wong <46082645+uvjustin@users.noreply.github.com>
+- Santtu Keskinen <santtu.keskinen@gmail.com>
+
+* Alba Mendez <me@alba.sh>
+* Curtis Doty <Curtis@GreenKey.net>; `@dotysan <https://github.com/dotysan>`_
+* Xinran Xu <xxr@megvii.com>; `@xxr3376 <https://github.com/xxr3376>`_
+* z-khan <zohaibkh_27@yahoo.com>
+* Marc Mueller <30130371+cdce8p@users.noreply.github.com>
+* Dan Allan <daniel.b.allan@gmail.com>; `@danielballan <https://github.com/danielballan>`_
+* Moonsik Park <moonsik.park@estsoft.com>
+* velsinki <40809145+velsinki@users.noreply.github.com>
+* Christoph Rackwitz <christoph.rackwitz@gmail.com>
+* David Plowman <david.plowman@raspberrypi.com>
+* Alireza Davoudi <davoudialireza@gmail.com>; `@adavoudi <https://github.com/adavoudi>`_
+* Jonathan Drolet <jonathan.drolet@riedel.net>
+* Matthew Lai <m@matthewlai.ca>
+* Kim Minjong <make.dirty.code@gmail.com>
+* Moritz Kassner <moritzkassner@gmail.com>; `@mkassner <https://github.com/mkassner>`_
+* Thomas A Caswell <tcaswell@gmail.com>; `@tacaswell <https://github.com/tacaswell>`_
+* Ulrik Mikaelsson <ulrik.mikaelsson@magine.com>; `@rawler <https://github.com/rawler>`_
+* Wel C. van der <wel@Physics.LeidenUniv.nl>
+* Will Patera <willpatera@gmail.com>; `@willpatera <https://github.com/willpatera>`_
+
+- zzjjbb <31069326+zzjjbb@users.noreply.github.com>
+- Joe Schiff <41972063+JoeSchiff@users.noreply.github.com>
+- Nils DEYBACH <68770774+ndeybach@users.noreply.github.com>
+- Dexer <73297572+DexerBR@users.noreply.github.com>
+- DE-AI <81620697+DE-AI@users.noreply.github.com>
+- rutsh <Eugene.Krokhalev@gmail.com>
+- Felix Vollmer <FelixVollmer@gmail.com>
+- Benedikt Lorch, benedikt-grl <benedikt@getreallabs.com>
+- Santiago Castro <bryant1410@gmail.com>
+- Christian Clauss <cclauss@me.com>
+- Ihor Liubymov <ihor.liubymov@ring.com>
+- Johannes Erdfelt <johannes@erdfelt.com>
+- Karl Litterfeldt <kalle.litterfeldt@gmail.com>; `@litterfeldt <https://github.com/litterfeldt>`_
+- Leon White <l.white@interstellarlab.earth>
+- Martin Larralde <martin.larralde@ens-cachan.fr>
+- Simon-Martin Schröder <martin.schroeder@nerdluecht.de>
+- Matteo Destro <matteo.est@gmail.com>
+- Mattias Wadman <mattias.wadman@gmail.com>
+- mephi42 <mephi42@gmail.com>
+- Miles Kaufmann <mkfmnn@gmail.com>
+- Nathan Goldbaum <nathan.goldbaum@gmail.com>
+- Pablo Prietz <pablo@prietz.org>
+- Andrew Wason <rectalogic@rectalogic.com>
+- Radek Senfeld <rush@logic.cz>; `@radek-senfeld <https://github.com/radek-senfeld>`_
+- robinechuca <serveurpython.oz@gmail.com>
+- Nick <24689722+ntjohnson1@users.noreply.github.com>
+- Benjamin Chrétien <2742231+bchretien@users.noreply.github.com>
+- 吴小白 <296015668@qq.com>
+- davidplowman <38045873+davidplowman@users.noreply.github.com>
+- Hanz <40712686+HanzCEO@users.noreply.github.com>
+- Clay Castronovo <42858023+clayy24@users.noreply.github.com>
+- Kesh Ikuma <79113787+tikuma-lsuhsc@users.noreply.github.com>
+- Artturin <Artturin@artturin.com>
+- Ian Lee <IanLee1521@gmail.com>
+- Ryan Huang <NPN@users.noreply.github.com>
+- Arthur Barros <arthbarros@gmail.com>
+- bdavid-evertz <bdavid@evertz.com>
+- Carlos Ruiz <carlos.r.domin@gmail.com>
+- Carlos Ruiz <carlos.ruiz.dominguez@west.cmu.edu>
+- Maxime Desroches <desroches.maxime@gmail.com>
+- egao1980 <egao1980@gmail.com>
+- Eric Kalosa-Kenyon <ekalosak@gmail.com>
+- elxy <elxy@outlook.com>
+- Gemfield <gemfield@civilnet.cn>
+- henri-gasc <henri.gasc@eurecom.fr>
+- Jonathan Martin <homerunisgood@hotmail.com>
+- HotariTobu <hotari24tools@gmail.com>
+- Joshua <jbree@users.noreply.github.com>
+- Johan Jeppsson Karlin <johjep@gmail.com>
+- Kazuki Oikawa <k@oikw.org>
+- Kian-Meng Ang <kianmeng@cpan.org>
+- Philipp Klaus <klaus@physik.uni-frankfurt.de>
+- Marcell Pardavi <marcell.pardavi@gmail.com>
+- Matteo Destro <matteo@cerrion.com>
+- Max Ehrlich <max.ehr@gmail.com>
+- Manuel Goacolou <mgoacolou@cls.fr>
+- Julian Schweizer <neuneck@gmail.com>
+- Nikhil Idiculla <nikhilidiculla@gmail.com>
+- Ömer Sezgin Uğurlu <omer@ugurlu.org>
+- Orivej Desh <orivej@gmx.fr>
+- Philipp Krähenbühl <philkr@users.noreply.github.com>
+- Mattia Procopio <promat85@gmail.com>
+- Max Ehrlich <queuecumber@protonmail.com>
+- ramoncaldeira <ramoncaldeira_328@hotmail.com>
+- Roland van Laar <roland@rolandvanlaar.nl>
+- Santiago Castro <sacastro@umich.edu>
+- Kengo Sawatsu <seattleserv0@gmail.com>
+- FirefoxMetzger <sebastian@wallkoetter.net>
+- hyenal <sebastien.ehrhardt@gmail.com>
+- Brendan Long <self@brendanlong.com>; `@brendanlong <https://github.com/brendanlong>`_
+- Семён Марьясин <simeon@maryasin.name>
+- Stephen.Y <stepheny@users.noreply.github.com>
+- Tom Flanagan <theknio@gmail.com>
+- Tim O'Shea <tim.oshea753@gmail.com>
+- Tim Ahpee <timah@blackmagicdesign.com>
+- Jonas Tingeborn <tinjon@gmail.com>
+- Pino Toscano <toscano.pino@tiscali.it>
+- Ulrik Mikaelsson <ulrikm@spotify.com>
+- Vasiliy Kotov <vasiliy.kotov@itechart-group.com>
+- Koichi Akabe <vbkaisetsu@gmail.com>
+- David Joy <videan42@gmail.com>
+- Sviatoslav Sydorenko (Святослав Сидоренко) <webknjaz@redhat.com>
+- Jiabei Zhu <zjb@bu.edu>

.venv/lib/python3.12/site-packages/av-18.1.0.dist-info/licenses/LICENSE.txt

@@ -0,0 +1,23 @@
+Copyright retained by original committers. All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+    * Redistributions of source code must retain the above copyright
+      notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above copyright
+      notice, this list of conditions and the following disclaimer in the
+      documentation and/or other materials provided with the distribution.
+    * Neither the name of the project nor the names of its contributors may be
+      used to endorse or promote products derived from this software without
+      specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDERS BE LIABLE FOR ANY DIRECT,
+INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
+BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
+OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
+EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

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.venv/lib/python3.12/site-packages/av/sidedata/encparams.pyi

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+from enum import IntEnum
+from typing import Any, cast
+
+import numpy as np
+
+class VideoEncParamsType(IntEnum):
+    NONE = cast(int, ...)
+    VP9 = cast(int, ...)
+    H264 = cast(int, ...)
+    MPEG2 = cast(int, ...)
+
+class VideoEncParams:
+    nb_blocks: int
+    blocks_offset: int
+    block_size: int
+    codec_type: VideoEncParamsType
+    qp: int
+    delta_qp: int
+    def block_params(self, idx: int) -> VideoBlockParams: ...
+    def qp_map(self) -> np.ndarray[Any, Any]: ...
+
+class VideoBlockParams:
+    src_x: int
+    src_y: int
+    w: int
+    h: int
+    delta_qp: int

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.venv/lib/python3.12/site-packages/av/sidedata/motionvectors.pxd

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+cimport libav as lib
+
+from av.frame cimport Frame
+from av.sidedata.sidedata cimport SideData
+
+
+cdef class MotionVectors(SideData):
+    cdef dict _vectors
+    cdef Py_ssize_t _len
+
+
+cdef class MotionVector:
+    cdef MotionVectors parent
+    cdef lib.AVMotionVector *ptr

.venv/lib/python3.12/site-packages/av/sidedata/motionvectors.py

@@ -0,0 +1,136 @@
+import cython
+from cython.cimports import libav as lib
+from cython.cimports.av.sidedata.sidedata import SideData
+from cython.cimports.libc.stdint import uintptr_t
+
+_cinit_bypass_sentinel = cython.declare(object, object())
+
+
+@cython.final
+@cython.cclass
+class MotionVectors(SideData):
+    def __init__(self, sentinel, frame: Frame, index: cython.int):
+        SideData.__init__(self, sentinel, frame, index)
+        self._vectors = {}
+        self._len = self.ptr.size // cython.sizeof(lib.AVMotionVector)
+
+    def __repr__(self):
+        return (
+            f"<av.sidedata.MotionVectors {self.ptr.size} bytes "
+            f"of {len(self)} vectors at 0x{cython.cast(uintptr_t, self.ptr.data):0x}>"
+        )
+
+    def __len__(self):
+        return self._len
+
+    def __getitem__(self, index: cython.Py_ssize_t):
+        try:
+            return self._vectors[index]
+        except KeyError:
+            pass
+
+        if index >= self._len:
+            raise IndexError(index)
+
+        vector = self._vectors[index] = MotionVector(
+            _cinit_bypass_sentinel, self, index
+        )
+        return vector
+
+    def __iter__(self):
+        """Iterate over all motion vectors."""
+        for i in range(self._len):
+            yield self[i]
+
+    def to_ndarray(self):
+        """
+        Convert motion vectors to a NumPy structured array.
+
+        Returns a NumPy array with fields corresponding to the AVMotionVector structure.
+        """
+        import numpy as np
+
+        return np.frombuffer(
+            self,
+            dtype=np.dtype(
+                [
+                    ("source", "int32"),
+                    ("w", "uint8"),
+                    ("h", "uint8"),
+                    ("src_x", "int16"),
+                    ("src_y", "int16"),
+                    ("dst_x", "int16"),
+                    ("dst_y", "int16"),
+                    ("flags", "uint64"),
+                    ("motion_x", "int32"),
+                    ("motion_y", "int32"),
+                    ("motion_scale", "uint16"),
+                ],
+                align=True,
+            ),
+        )
+
+
+@cython.final
+@cython.cclass
+class MotionVector:
+    """
+    Represents a single motion vector from video frame data.
+
+    Motion vectors describe the motion of a block of pixels between frames.
+    """
+
+    def __init__(self, sentinel, parent: MotionVectors, index: cython.int):
+        if sentinel is not _cinit_bypass_sentinel:
+            raise RuntimeError("cannot manually instantiate MotionVector")
+        self.parent = parent
+        base: cython.pointer[lib.AVMotionVector] = cython.cast(
+            cython.pointer[lib.AVMotionVector], parent.ptr.data
+        )
+        self.ptr = base + index
+
+    def __repr__(self):
+        return (
+            f"<av.sidedata.MotionVector {self.w}x{self.h} "
+            f"from ({self.src_x},{self.src_y}) to ({self.dst_x},{self.dst_y})>"
+        )
+
+    @property
+    def source(self):
+        return self.ptr.source
+
+    @property
+    def w(self):
+        return self.ptr.w
+
+    @property
+    def h(self):
+        return self.ptr.h
+
+    @property
+    def src_x(self):
+        return self.ptr.src_x
+
+    @property
+    def src_y(self):
+        return self.ptr.src_y
+
+    @property
+    def dst_x(self):
+        return self.ptr.dst_x
+
+    @property
+    def dst_y(self):
+        return self.ptr.dst_y
+
+    @property
+    def motion_x(self):
+        return self.ptr.motion_x
+
+    @property
+    def motion_y(self):
+        return self.ptr.motion_y
+
+    @property
+    def motion_scale(self):
+        return self.ptr.motion_scale

.venv/lib/python3.12/site-packages/av/sidedata/motionvectors.pyi

@@ -0,0 +1,25 @@
+from typing import Any, overload
+
+import numpy as np
+
+from .sidedata import SideData
+
+class MotionVectors(SideData):
+    @overload
+    def __getitem__(self, index: int) -> MotionVector: ...
+    @overload
+    def __getitem__(self, index: slice) -> list[MotionVector]: ...
+    def __len__(self) -> int: ...
+    def to_ndarray(self) -> np.ndarray[Any, Any]: ...
+
+class MotionVector:
+    source: int
+    w: int
+    h: int
+    src_x: int
+    src_y: int
+    dst_x: int
+    dst_y: int
+    motion_x: int
+    motion_y: int
+    motion_scale: int

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