diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml new file mode 100644 index 0000000..5e39024 --- /dev/null +++ b/.github/workflows/build-docs.yml @@ -0,0 +1,47 @@ +# REF: https://coderefinery.github.io/documentation/gh_workflow/ + +name: Build documentation + + +on: [push, pull_request, workflow_dispatch] + +env: + PYTHON_VERSION: '3.10' + POETRY_VERSION: '1.8.3' + +permissions: + contents: write + +jobs: + docs: + runs-on: ubuntu-22.04 + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + # Local action that tries to cache as much of python & poetry as possible + - name: Setup environment + uses: ./.github/workflows/setup-python + with: + python-version: ${{ env.PYTHON_VERSION }} + poetry-version: ${{ env.POETRY_VERSION }} + + - name: Sphinx build + run: | + poetry run sphinx-apidoc -f -o docs/source/generated client && + cd docs && + poetry run make html + + - name: Upload artifacts + uses: actions/upload-artifact@v4 + with: + name: html-docs + path: docs/build/html/ + + - name: Deploy to GitHub pages + uses: peaceiris/actions-gh-pages@v3 + if: ${{ github.event_name == 'push' && github.ref == 'refs/heads/main' }} + with: + publish_branch: gh-pages + github_token: ${{ secrets.GITHUB_TOKEN }} + publish_dir: docs/build/html diff --git a/.github/workflows/run-checks.yml b/.github/workflows/run-checks.yml new file mode 100644 index 0000000..ea290c4 --- /dev/null +++ b/.github/workflows/run-checks.yml @@ -0,0 +1,50 @@ +# REF: https://github.com/UQComputingSociety/uqcsbot-discord/blob/main/.github/workflows/setup-python/action.yml + +name: Run code checks + +on: + push: + branches: [ main ] + pull_request: [] + +env: + PYTHON_VERSION: '3.10' + POETRY_VERSION: '1.8.3' + +jobs: + tests: + name: Run tests + runs-on: ubuntu-22.04 + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + # Local action that tries to cache as much of python & poetry as possible + - name: Setup environment + uses: ./.github/workflows/setup-python + with: + python-version: ${{ env.PYTHON_VERSION }} + poetry-version: ${{ env.POETRY_VERSION }} + + - name: Check with pytest + run: poetry run pytest + + styling: + name: Run code styling + runs-on: ubuntu-22.04 + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + # Local action that tries to cache as much of python & poetry as possible + - name: Setup environment + uses: ./.github/workflows/setup-python + with: + python-version: ${{ env.PYTHON_VERSION }} + poetry-version: ${{ env.POETRY_VERSION }} + + - name: Check with black + run: poetry run black . + diff --git a/.github/workflows/setup-python/action.yml b/.github/workflows/setup-python/action.yml new file mode 100644 index 0000000..a846536 --- /dev/null +++ b/.github/workflows/setup-python/action.yml @@ -0,0 +1,71 @@ +# REF: https://github.com/UQComputingSociety/uqcsbot-discord/blob/main/.github/workflows/setup-python/action.yml + +name: Setup environment +description: Setup python & poetry for running tests & typechecking + +inputs: + python-version: + description: Version of python to use + required: true + poetry-version: + description: Version of poetry to use + required: true + +runs: + using: "composite" + steps: + # ------ + # Get python + # ------ + - name: Setup Python + uses: actions/setup-python@v5 + with: + python-version: ${{ inputs.python-version }} + + # ------ + # Get poetry (hopefully from cache) + # ------ + - name: Check for cached poetry binary + id: cached-poetry-binary + uses: actions/cache@v4 + with: + path: ~/.local + # poetry depends on OS, python version, and poetry version + key: poetry-${{ runner.os }}-${{ inputs.python-version }}-${{ inputs.poetry-version }} + + - name: Install poetry on cache miss + # we don't need an `if:` here because poetry checks if it's already installed + uses: snok/install-poetry@v1 + with: + version: ${{ inputs.poetry-version }} + virtualenvs-create: true + virtualenvs-in-project: true + virtualenvs-path: '**/.venv' + installer-parallel: true + + - name: Ensure poetry is on PATH + run: echo "$HOME/.poetry/bin" >> $GITHUB_PATH + shell: bash + + # ------ + # Get library dependencies (hopefully from cache) + # ------ + - name: Check for cached dependencies + id: cached-poetry-dependencies + uses: actions/cache@v4 + with: + path: '**/.venv' + # poetry dependencies depend on OS, python version, poetry version, and repository lockfile + key: poetry-deps-${{ runner.os }}-${{ inputs.python-version }}-${{ inputs.poetry-version }}-${{ hashFiles('**/poetry.lock') }} + + - name: Install dependencies on cache miss + if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' + run: poetry install --no-interaction --no-root + shell: bash + + # ------ + # Finalise install + # ------ + - name: Install main project + run: poetry install --no-interaction + shell: bash diff --git a/.gitignore b/.gitignore index d1cc3aa..02919e8 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,9 @@ -client/models/resources +client/data/resources/* +client/models/resources/* +!client/data/resources/database.dbml +docs/build/ +docs/source/generated/ +.ipynb_checkpoints/ __pycache__/ *.task -*.egg-info \ No newline at end of file +*.egg-info diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..390faa0 --- /dev/null +++ b/Makefile @@ -0,0 +1,20 @@ +POETRY = poetry run +SOURCEDIR = docs/source +BUILDDIR = docs/build +PACKAGEDIR = client + +.PHONY: docs docs-clean docs-live + +# Build documentation +docs: + $(POETRY) sphinx-build -a "$(SOURCEDIR)" "$(BUILDDIR)/html" + +# Remove documentation outputs +# This includes the api dir as it's autogenerated with sphinx-build +docs-clean: + rm -r "$(BUILDDIR)" "$(SOURCEDIR)/api" + +# Spin up a local server to serve documentation pages +# Auto-reloads when code changes in PACKAGEDIR are made +docs-live: + $(POETRY) sphinx-autobuild --open-browser --watch "$(PACKAGEDIR)" -a "$(SOURCEDIR)" "$(BUILDDIR)/html" diff --git a/README.md b/README.md index a9a1842..9539cfc 100644 --- a/README.md +++ b/README.md @@ -84,6 +84,16 @@ To style individual files, you can use poetry run black client/models/pose_detection/classification.py ``` +## Documentation + +We use [Sphinx](https://www.sphinx-doc.org/) for documentation. To view the documentation locally, run the following command: +```bash +make docs-live +``` +This spins up a local server which serves the documentation pages, and also hot-reloads and auto-rebuilds whenever code changes are made. + +You can build the documentation (without spinning up a server) with `make docs`, and clean the documentation output with `make docs-clean`. + ## Downloading ML Models From top-level directory. ```bash diff --git a/client/data/resources/database.dbml b/client/data/resources/database.dbml new file mode 100644 index 0000000..f41651a --- /dev/null +++ b/client/data/resources/database.dbml @@ -0,0 +1,21 @@ +Project sitting_desktop_garden { + database_type: "SQLite" +} + +Table user { + id INTEGER [primary key, unique, increment] +} + +Table posture { + id INTEGER [primary key, unique, increment] + user_id INTEGER [ref: > user.id] + + // Proportion of time that posture is good within period + prop_good REAL + + // Proportion of time the user is in the frame + prop_in_frame REAL + + period_start DATETIME + period_end DATETIME +} \ No newline at end of file diff --git a/client/data/routines.py b/client/data/routines.py new file mode 100644 index 0000000..ff929fe --- /dev/null +++ b/client/data/routines.py @@ -0,0 +1,52 @@ +"""Data routines that can be integrated into main control flow.""" + +import sqlite3 +from typing import Any +from importlib import resources +from pydbml import PyDBML + +DATABASE_DEFINITION = resources.files("data.resources").joinpath("database.dbml") +DATABASE_RESOURCE = resources.files("data.resources").joinpath("database.db") + + +def init_database() -> None: + """Initialise SQLite database if it does not already exist""" + # Open connection with database + with resources.as_file(DATABASE_RESOURCE) as database_file: + if database_file.is_file(): + return + + parsed = PyDBML(DATABASE_DEFINITION) + init_script = parsed.sql + + connection = sqlite3.connect(database_file) + + # Run init script + with connection: + cursor = connection.cursor() + cursor.executescript(init_script) + connection.commit() + + +def get_schema_info() -> list[list[tuple[Any]]]: + """Column information on all tables in database. + + Returns: + (list[list[tuple[Any]]]): Outer list contains table information, inner list contains column + information tuples. + """ + with resources.as_file(DATABASE_RESOURCE) as database_file: + connection = sqlite3.connect(database_file) + + with connection: + cursor = connection.cursor() + result = cursor.execute("SELECT name FROM sqlite_schema WHERE type='table'") + tables = result.fetchall() + + table_schemas = [] + for table in tables: + result = cursor.execute(f"PRAGMA table_info({table[0]})") + table_schema = result.fetchall() + table_schemas.append(table_schema) + + return table_schemas diff --git a/client/models/__init__.py b/client/models/__init__.py new file mode 100644 index 0000000..82866d5 --- /dev/null +++ b/client/models/__init__.py @@ -0,0 +1,3 @@ +""" +Machine learning models (pose detection and face recognition) +""" diff --git a/client/models/pose_detection/__init__.py b/client/models/pose_detection/__init__.py index 5bbec45..8fd7125 100644 --- a/client/models/pose_detection/__init__.py +++ b/client/models/pose_detection/__init__.py @@ -1,6 +1,3 @@ """ Pose detection module """ - -from .camera import is_camera_aligned -from .classification import posture_classify diff --git a/client/models/pose_detection/camera.py b/client/models/pose_detection/camera.py index c2a5bae..c3c805a 100644 --- a/client/models/pose_detection/camera.py +++ b/client/models/pose_detection/camera.py @@ -10,8 +10,14 @@ def is_camera_aligned(pose_landmark_result: PoseLandmarkerResult) -> np.bool_: - """ - Returns whether the camera is aligned to capture the person's side view. + """Checks whether the camera is aligned to capture the person's side view. + + Args: + pose_landmarker_result: Landmarker result as returned by a + mediapipe.tasks.vision.PoseLandmarker + + Returns: + True if the camera is aligned, False otherwise """ landmarks: list[list[Landmark]] = pose_landmark_result.pose_world_landmarks diff --git a/client/models/pose_detection/classification.py b/client/models/pose_detection/classification.py index b9c2821..b056a6b 100644 --- a/client/models/pose_detection/classification.py +++ b/client/models/pose_detection/classification.py @@ -13,18 +13,25 @@ def posture_angle(p1: Landmark, p2: Landmark) -> np.float64: - """ - Returns the angle (in degrees) between P2 and P3, where P3 is a point on the - vertical axis of P1 (i.e. its x coordinate is the same as P1's), and is the "ideal" - location of the P2 landmark for good posture. + """Calculates the neck or torso posture angle (in degrees). + + In particular, this calculates the angle (in degrees) between p2 and p3, where p3 + is a point on the vertical axis of p1 (i.e. same x coordinate as p1), and + represents the "ideal" location of the p2 landmark for good posture. + + The y coordinate of p3 is irrelevant but for simplicity we set it to zero. + + For neck posture, take p1 to be the shoulder, p2 to be the ear. For torso posture, + take p1 to be the hip, p2 to be the shoulder. - The y coordinate of P3 is irrelevant but for simplicity we set it to zero. + REF: https://learnopencv.com/wp-content/uploads/2022/03/MediaPipe-pose-neckline-inclination.jpg - For a neck inclination calculation, take P1 to be the shoulder location and pivot - point, and P2 to be the ear location. + Parameters: + p1: Landmark for P1 as described above + p2: Landmark for P2 as described above - For a torso inclination calculation, take P1 to be the hip location and pivot - point, and P2 to be the hip location. + Returns: + Neck or torso posture angle (in degrees) """ x1, y1 = p1.x, p1.y x2, y2 = p2.x, p2.y @@ -33,13 +40,19 @@ def posture_angle(p1: Landmark, p2: Landmark) -> np.float64: def posture_classify(pose_landmark_result: PoseLandmarkerResult) -> np.bool_: - """ - Returns whether the pose in the image has good (True) or bad (False) posture. + """Classifies the pose in the image as either good or bad posture. Note: The camera should be aligned to capture the person's side view; the output may not be accurate otherwise. See `is_camera_aligned()`. REF: https://learnopencv.com/building-a-body-posture-analysis-system-using-mediapipe + + Parameters: + pose_landmarker_result: Landmarker result as returned by a + mediapipe.tasks.vision.PoseLandmarker + + Returns: + True if the pose has good posture, False otherwise """ landmarks: list[list[Landmark]] = pose_landmark_result.pose_world_landmarks diff --git a/client/models/pose_detection/landmarking.py b/client/models/pose_detection/landmarking.py index 0725eae..76c82b6 100644 --- a/client/models/pose_detection/landmarking.py +++ b/client/models/pose_detection/landmarking.py @@ -14,8 +14,10 @@ @dataclass class AnnotatedImage: - """Represents mutable annoted image through data attribute. Can be used to set annotated image - within a callback asynchronously without raising an error. + """Represents mutable annotated image through data attribute. + + Can be used to set annotated image within a callback asynchronously without raising + an error. """ data: Optional[np.ndarray] = None @@ -26,11 +28,11 @@ def draw_landmarks_on_image( ) -> np.ndarray: """ Args: - bgr_image (np.ndarray): CxWxH image array where channels are sorted in BGR. - detection_result (PoseLandmarkerResult): Landmarker result as returned by a - mediapipe.tasks.vision.PoseLandmarker + bgr_image: CxWxH image array where channels are sorted in BGR. + detection_result: Landmarker result as returned by a + mediapipe.tasks.vision.PoseLandmarker. Returns: - (np.ndarray): Image with landmarks annotated. + Image with landmarks annotated. """ pose_landmarks_list = detection_result.pose_landmarks annotated_image = np.copy(bgr_image) @@ -58,17 +60,17 @@ def display_landmarking( result: PoseLandmarkerResult, output_image: mp.Image, timestamp: int, - annotated_image=AnnotatedImage, + annotated_image: AnnotatedImage, ) -> None: """Mutates annotated image to contain visualization of detected landmarks. + Also prints debugging info to the standard output. Args: - result (PoseLandmarkerResult): Landmarker result as returned by a - mediapipe.tasks.vision.PoseLandmarker - output_image (mp.Image): Raw image used for landmarking. - timestamp (int): Video timestamp in milliseconds. - annotated_image (AnnotatedImage): Image to mutate. + result: Landmarker result as returned by a mediapipe.tasks.vision.PoseLandmarker + output_image: Raw image used for landmarking. + timestamp: Video timestamp in milliseconds. + annotated_image: Image to mutate. """ annotated_image.data = draw_landmarks_on_image(output_image.numpy_view(), result) print( diff --git a/client/models/pose_detection/routines.py b/client/models/pose_detection/routines.py index 246ec08..59e261f 100644 --- a/client/models/pose_detection/routines.py +++ b/client/models/pose_detection/routines.py @@ -38,8 +38,8 @@ def __init__( self.video_capture = cv2.VideoCapture(0) def track_posture(self) -> None: - """Get frame from video capture device and process with pose model, then posture algorithm. - Print debugging info and display landmark annotated frame. + """Get frame from video capture device and process with pose model, then posture + algorithm. Print debugging info and display landmark annotated frame. """ success, frame = self.video_capture.read() if not success: @@ -61,8 +61,9 @@ def __exit__(self, unused_exc_type, unused_exc_value, unused_traceback) -> None: def create_debug_posture_tracker() -> DebugPostureTracker: """Handles config of livestreamed input and model loading. + Returns: - (DebugPostureTracker): Tracker object which acts as context manager. + Tracker object which acts as context manager. """ annotated_image = AnnotatedImage() options = PoseLandmarkerOptions( diff --git a/docs/Makefile b/docs/Makefile new file mode 100644 index 0000000..d0c3cbf --- /dev/null +++ b/docs/Makefile @@ -0,0 +1,20 @@ +# Minimal makefile for Sphinx documentation +# + +# You can set these variables from the command line, and also +# from the environment for the first two. +SPHINXOPTS ?= +SPHINXBUILD ?= sphinx-build +SOURCEDIR = source +BUILDDIR = build + +# Put it first so that "make" without argument is like "make help". +help: + @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) + +.PHONY: help Makefile + +# Catch-all target: route all unknown targets to Sphinx using the new +# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). +%: Makefile + @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/docs/make.bat b/docs/make.bat new file mode 100644 index 0000000..747ffb7 --- /dev/null +++ b/docs/make.bat @@ -0,0 +1,35 @@ +@ECHO OFF + +pushd %~dp0 + +REM Command file for Sphinx documentation + +if "%SPHINXBUILD%" == "" ( + set SPHINXBUILD=sphinx-build +) +set SOURCEDIR=source +set BUILDDIR=build + +%SPHINXBUILD% >NUL 2>NUL +if errorlevel 9009 ( + echo. + echo.The 'sphinx-build' command was not found. Make sure you have Sphinx + echo.installed, then set the SPHINXBUILD environment variable to point + echo.to the full path of the 'sphinx-build' executable. Alternatively you + echo.may add the Sphinx directory to PATH. + echo. + echo.If you don't have Sphinx installed, grab it from + echo.https://www.sphinx-doc.org/ + exit /b 1 +) + +if "%1" == "" goto help + +%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% +goto end + +:help +%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% + +:end +popd diff --git a/docs/source/conf.py b/docs/source/conf.py new file mode 100644 index 0000000..46dad33 --- /dev/null +++ b/docs/source/conf.py @@ -0,0 +1,44 @@ +# Configuration file for the Sphinx documentation builder. +# +# For the full list of built-in configuration values, see the documentation: +# https://www.sphinx-doc.org/en/master/usage/configuration.html + +import os +import sys + +# -- Project information ----------------------------------------------------- +# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information + +project = "sitting-desktop-garden" +copyright = ( + "2024, Limao Chang, Mitchell Clark, Gabriel Field, Iain Jensen, David Ramsay" +) +author = "Limao Chang, Mitchell Clark, Gabriel Field, Iain Jensen, David Ramsay" + +# -- General configuration --------------------------------------------------- +# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration + + +sys.path.insert(0, os.path.abspath("../..")) + +extensions = [ + "sphinx.ext.duration", + "sphinx.ext.napoleon", + "sphinxcontrib.apidoc", +] + +templates_path = ["_templates"] +exclude_patterns = [] + +apidoc_module_dir = "../../client" +apidoc_output_dir = "api" + +napoleon_google_docstring = True +napoleon_numpy_docstring = False + +# -- Options for HTML output ------------------------------------------------- +# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output + + +html_theme = "piccolo_theme" +html_static_path = ["_static"] diff --git a/docs/source/index.rst b/docs/source/index.rst new file mode 100644 index 0000000..4e2af4a --- /dev/null +++ b/docs/source/index.rst @@ -0,0 +1,20 @@ +.. sitting-desktop-garden documentation master file, created by + sphinx-quickstart on Fri Aug 16 11:14:38 2024. + You can adapt this file completely to your liking, but it should at least + contain the root `toctree` directive. + +Sitting Desktop Garden Documentation +==================================== + +this is a description + +.. toctree:: + :maxdepth: 2 + :caption: Contents: + +Contents +-------- + +.. toctree:: + + api/modules diff --git a/notebooks/test-database-tools.ipynb b/notebooks/test-database-tools.ipynb new file mode 100644 index 0000000..db43ad7 --- /dev/null +++ b/notebooks/test-database-tools.ipynb @@ -0,0 +1,87 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "from data.routines import init_database, get_schema_info" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "init_database()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[(0, 'user_id', 'INTEGER', 0, None, 0),\n", + " (1, 'prop_good', 'REAL', 0, None, 0),\n", + " (2, 'period_start', 'DATETIME', 0, None, 0),\n", + " (3, 'period_end', 'DATETIME', 0, None, 0)],\n", + " [(0, 'id', 'INTEGER', 0, None, 1)],\n", + " [(0, 'name', '', 0, None, 0), (1, 'seq', '', 0, None, 0)]]" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_schema_info()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "deco3801", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/poetry.lock b/poetry.lock index 6d1f571..107e3d4 100644 --- a/poetry.lock +++ b/poetry.lock @@ -11,6 +11,39 @@ files = [ {file = "absl_py-2.1.0-py3-none-any.whl", hash = "sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308"}, ] +[[package]] +name = "alabaster" +version = "1.0.0" +description = "A light, configurable Sphinx theme" +optional = false +python-versions = ">=3.10" +files = [ + {file = "alabaster-1.0.0-py3-none-any.whl", hash = "sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b"}, + {file = "alabaster-1.0.0.tar.gz", hash = "sha256:c00dca57bca26fa62a6d7d0a9fcce65f3e026e9bfe33e9c538fd3fbb2144fd9e"}, +] + +[[package]] +name = "anyio" +version = "4.4.0" +description = "High level compatibility layer for multiple asynchronous event loop implementations" +optional = false +python-versions = ">=3.8" +files = [ + {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"}, + {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"}, +] + +[package.dependencies] +exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""} +idna = ">=2.8" +sniffio = ">=1.1" +typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""} + +[package.extras] +doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"] +test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] +trio = ["trio (>=0.23)"] + [[package]] name = "appnope" version = "0.1.4" @@ -59,6 +92,20 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] +[[package]] +name = "babel" +version = "2.16.0" +description = "Internationalization utilities" +optional = false +python-versions = ">=3.8" +files = [ + {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"}, + {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"}, +] + +[package.extras] +dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"] + [[package]] name = "black" version = "24.8.0" @@ -105,6 +152,17 @@ d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] uvloop = ["uvloop (>=0.15.2)"] +[[package]] +name = "certifi" +version = "2024.7.4" +description = "Python package for providing Mozilla's CA Bundle." +optional = false +python-versions = ">=3.6" +files = [ + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, +] + [[package]] name = "cffi" version = "1.17.0" @@ -184,6 +242,105 @@ files = [ [package.dependencies] pycparser = "*" +[[package]] +name = "charset-normalizer" +version = "3.3.2" +description = "The Real First Universal Charset Detector. 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