├── tests ├── __init__.py ├── test_cli_basic.py ├── test_camera.py ├── test_output.py ├── test_estimator.py ├── test_errors.py └── conftest.py ├── torchcam ├── camera │ ├── __init__.py │ ├── resources.py │ ├── constants.py │ ├── errors.py │ ├── depth_camera.py │ └── estimator.py ├── __init__.py ├── handler.py ├── output.py ├── main.py └── run.py ├── Dockerfile ├── .github ├── workflows │ ├── pre-commit.yaml │ ├── main.yml │ └── testing.yml ├── ISSUE_TEMPLATES │ ├── feature_request.md │ └── bug_report.md └── PULL_REQUEST_TEMPLATE.md ├── justfile ├── pyproject.toml ├── sync-versions.sh ├── LICENSE ├── .pre-commit-config.yaml ├── .gitignore ├── README.md └── poetry.lock /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /torchcam/camera/__init__.py: -------------------------------------------------------------------------------- 1 | """Main camera module""" 2 | -------------------------------------------------------------------------------- /torchcam/__init__.py: -------------------------------------------------------------------------------- 1 | # Initialize Python module 2 | 3 | __version__ = "1.1.0" 4 | -------------------------------------------------------------------------------- /tests/test_cli_basic.py: -------------------------------------------------------------------------------- 1 | from tests.conftest import TestRunner 2 | 3 | 4 | def test_help_message_sane(runner: TestRunner) -> None: 5 | """Test a sane basic help call.""" 6 | result = runner.run_cli(["--help"]) 7 | assert result.exit_code == 0 8 | assert "Torchcam: a monocular depth estimation tool using PyTorch" in result.output 9 | -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM python:3.10-alpine AS build-stage 2 | 3 | # Set environment variables 4 | ENV POETRY_VERSION=1.8.3 5 | ENV PYTHONUNBUFFERED=1 6 | 7 | RUN pip install poetry=="${POETRY_VERSION}" 8 | ENV PATH="/root/.local/bin:$PATH" 9 | WORKDIR /app 10 | 11 | # Minimal copy to leverage Docker cache 12 | COPY pyproject.toml poetry.lock* /app/ 13 | RUN poetry install --no-dev --no-interaction --no-ansi 14 | 15 | COPY . /app 16 | ENTRYPOINT ["poetry", "run", "torchcam"] 17 | 18 | # Override the entrypoint to start a shell if no command is provided 19 | CMD ["--help"] 20 | -------------------------------------------------------------------------------- /.github/workflows/pre-commit.yaml: -------------------------------------------------------------------------------- 1 | name: Pre-commit 2 | 3 | on: 4 | pull_request: 5 | 6 | jobs: 7 | pre-commit: 8 | runs-on: ubuntu-latest 9 | strategy: 10 | fail-fast: false 11 | 12 | steps: 13 | - name: Checkout repository 14 | uses: actions/checkout@v2 15 | 16 | - name: Set up Python 17 | uses: actions/setup-python@v4 18 | with: 19 | python-version: "3.10" 20 | 21 | - name: Install dependencies 22 | run: | 23 | python -m pip install --upgrade pip 24 | pip install pre-commit 25 | 26 | - name: Run pre-commit 27 | run: pre-commit run --all-files --verbose 28 | -------------------------------------------------------------------------------- /justfile: -------------------------------------------------------------------------------- 1 | # torchcam - Justfile utility 2 | 3 | # Print list of available recipe (this) 4 | default: 5 | @just --list --unsorted 6 | 7 | # Run poetry install in all submodules 8 | install: 9 | poetry install 10 | 11 | # Run the CLI tool with Poetry 12 | torchcam *ARGS: 13 | @poetry run torchcam {{ ARGS }} 14 | 15 | # Build Docker image 16 | build-docker: 17 | docker build -t torchcam . 18 | 19 | # Run pytest via poetry 20 | pytest *ARGS: 21 | poetry run pytest {{ ARGS }} 22 | 23 | # Run test coverage 24 | coverage: 25 | poetry run coverage run --source=torchcam --omit="*/__*.py,*/test_*.py,*/main.py" -m pytest 26 | poetry run coverage report -m 27 | -------------------------------------------------------------------------------- /tests/test_camera.py: -------------------------------------------------------------------------------- 1 | from unittest.mock import MagicMock 2 | 3 | from pytest import LogCaptureFixture, MonkeyPatch 4 | 5 | from torchcam.camera.depth_camera import DepthCamera 6 | 7 | from .conftest import MockPytorchModel 8 | 9 | 10 | def test_camera_init_default( 11 | mock_torch_model: MockPytorchModel, 12 | mock_torch_device_cuda: MagicMock, 13 | monkeypatch: MonkeyPatch, 14 | caplog: LogCaptureFixture, 15 | ): 16 | webcam_runner = DepthCamera() 17 | mock_torch_device_cuda.is_available.return_value = False 18 | 19 | assert webcam_runner.camera_num == 0 20 | assert webcam_runner.is_running is False 21 | assert "camera=0" in repr(webcam_runner) 22 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATES/feature_request.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Feature request 3 | about: Suggest an idea for this project 4 | title: "" 5 | labels: enhancement, question 6 | assignees: "" 7 | --- 8 | 9 | **Is your feature request related to a problem? Please describe.** 10 | A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] 11 | 12 | **Describe the solution you'd like** 13 | A clear and concise description of what you want to happen. 14 | 15 | **Describe alternatives you've considered** 16 | A clear and concise description of any alternative solutions or features you've considered. 17 | 18 | **Additional context** 19 | Add any other context or screenshots about the feature request here. 20 | -------------------------------------------------------------------------------- /.github/workflows/main.yml: -------------------------------------------------------------------------------- 1 | name: Poetry Build 2 | 3 | on: 4 | push: 5 | branches: ["main"] 6 | pull_request: 7 | branches: ["main"] 8 | 9 | permissions: 10 | contents: read 11 | 12 | jobs: 13 | build: 14 | runs-on: ubuntu-latest 15 | strategy: 16 | fail-fast: false 17 | 18 | steps: 19 | - uses: actions/checkout@v3 20 | - name: Set up Python 3.10 21 | uses: actions/setup-python@v3 22 | with: 23 | python-version: "3.10" 24 | 25 | - name: Install dependencies 26 | run: | 27 | pip install poetry==1.8.3 28 | poetry install --with dev 29 | 30 | - name: Validate CLI run 31 | run: | 32 | poetry run torchcam --help 33 | -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATES/bug_report.md: -------------------------------------------------------------------------------- 1 | --- 2 | name: Bug report 3 | about: Create a report to help us improve 4 | title: "" 5 | labels: bug, help wanted 6 | assignees: "" 7 | --- 8 | 9 | **Describe the bug** 10 | A clear and concise description of what the bug is. 11 | 12 | **To Reproduce** 13 | Steps to reproduce the behavior: 14 | 15 | 1. Go to '...' 16 | 2. Click on '....' 17 | 3. Scroll down to '....' 18 | 4. See error 19 | 20 | **Expected behavior** 21 | A clear and concise description of what you expected to happen. 22 | 23 | **Screenshots** 24 | If applicable, add screenshots to help explain your problem. 25 | 26 | **Desktop (please complete the following information):** 27 | 28 | - OS: [e.g. iOS] 29 | - Version [e.g. 22] 30 | 31 | **Additional context** 32 | Add any other context about the problem here. 33 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [build-system] 2 | requires = ["poetry-core"] 3 | build-backend = "poetry.core.masonry.api" 4 | 5 | [tool.poetry] 6 | name = "torchcam" 7 | version = "1.1.0" 8 | description = "Monocular depth estimation on live CV capture" 9 | authors = ["Chino Franco "] 10 | license = "MIT" 11 | readme = "README.md" 12 | packages = [ 13 | { include = "torchcam" } 14 | ] 15 | 16 | [tool.poetry.dependencies] 17 | python = "^3.10" 18 | numpy = "^2.1.1" 19 | timm = "^1.0.9" 20 | torch = "^2.4.1" 21 | typer = "^0.12.5" 22 | colorama = "^0.4.6" 23 | tqdm = "^4.66.5" 24 | click = "^8.1.7" 25 | opencv-python = "^4.10.0.84" 26 | 27 | [tool.poetry.group.dev.dependencies] 28 | pytest = "^8.3.3" 29 | pre-commit = "^3.8.0" 30 | black = "^24.8.0" 31 | coverage = "^7.6.1" 32 | 33 | [tool.poetry.scripts] 34 | torchcam = "torchcam.main:cli" 35 | -------------------------------------------------------------------------------- /sync-versions.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | # Define file paths 4 | INIT_FILE="torchcam/__init__.py" 5 | TOML_FILE="pyproject.toml" 6 | 7 | # Extract version from __init__.py 8 | init_version=$(grep -oP '__version__ = "\K[^"]+' "${INIT_FILE}") 9 | if [ -z "$init_version" ]; then 10 | echo "Version not found in $INIT_FILE" 11 | exit 1 12 | fi 13 | 14 | # Extract version from pyproject.toml 15 | toml_version=$(grep -oP '^version = "\K[^"]+' "${TOML_FILE}") 16 | if [ -z "${toml_version}" ]; then 17 | echo "Version not found in ${TOML_FILE}" 18 | exit 1 19 | fi 20 | 21 | # Compare versions 22 | if [ "$init_version" == "${toml_version}" ]; then 23 | echo "Versions match: ${toml_version}" 24 | else 25 | echo "Version mismatch:" 26 | echo "${INIT_FILE}=${init_version}" 27 | echo "${TOML_FILE}=${toml_version}" 28 | exit 1 29 | fi 30 | -------------------------------------------------------------------------------- /.github/PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | # PULL REQUEST 4 | 5 | ## Description 6 | 7 | 8 | 9 | ## Changes 10 | 11 | 12 | 13 | - _Type your changes here_ 14 | - _Type your changes here_ 15 | 16 | ## PR Checks 17 | 18 | 19 | 20 | [ ] Release notes have been added 21 | [ ] New code is covered by unit tests 22 | 23 | ## Testing 24 | 25 | 26 | 27 | ## Future Work 28 | 29 | 30 | 31 | 32 | ## Discussion Points 33 | 34 | 35 | 36 | -------------------------------------------------------------------------------- /torchcam/camera/resources.py: -------------------------------------------------------------------------------- 1 | import logging 2 | from typing import List, Tuple 3 | 4 | import cv2 5 | 6 | logger = logging.getLogger(__name__) 7 | 8 | 9 | def list_ports() -> Tuple[List[int], List[int]]: 10 | """ 11 | Test the ports and returns a tuple with the available ports and the ones that are working. 12 | """ 13 | working_ports = [] 14 | available_ports = [] 15 | 16 | for port in range(10): 17 | try: 18 | camera = cv2.VideoCapture(port) 19 | if camera.isOpened(): 20 | is_reading, _ = camera.read() 21 | if is_reading: 22 | working_ports.append(port) 23 | else: 24 | available_ports.append(port) 25 | except: 26 | logger.debug(f"Attempted to open port {port} but failed, skipping...") 27 | 28 | return available_ports, working_ports 29 | -------------------------------------------------------------------------------- /tests/test_output.py: -------------------------------------------------------------------------------- 1 | from io import StringIO 2 | from unittest.mock import patch 3 | 4 | from colorama import Fore, Style 5 | 6 | from tests.conftest import MockLogger 7 | 8 | 9 | def test_color_handler_debug(logger: MockLogger): 10 | log, handler = logger.get_log_and_handler() 11 | log_stream = StringIO() 12 | handler.stream = log_stream 13 | 14 | log.debug("This is a debug message") 15 | log_output = log_stream.getvalue() 16 | assert Fore.CYAN in log_output 17 | assert Style.RESET_ALL in log_output 18 | assert "This is a debug message" in log_output 19 | 20 | 21 | def test_color_handler_error(logger: MockLogger): 22 | log, handler = logger.get_log_and_handler() 23 | log_stream = StringIO() 24 | log_stream = StringIO() 25 | handler.stream = log_stream 26 | 27 | log.error("This is an error message") 28 | log_output = log_stream.getvalue() 29 | assert Fore.RED in log_output 30 | assert Style.RESET_ALL in log_output 31 | assert "This is an error message" in log_output 32 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2022 Joaquin Gabriel Franco 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /tests/test_estimator.py: -------------------------------------------------------------------------------- 1 | import pytest 2 | 3 | from torchcam.camera.constants import DepthMapColors, MidasTorch 4 | from torchcam.camera.errors import TorchcamInputError 5 | from torchcam.camera.estimator import Estimator 6 | 7 | from .conftest import MockPytorchModel 8 | 9 | 10 | def test_depth_estimator_init_default(mock_torch_model: MockPytorchModel): 11 | mode = "standard" 12 | color = "hot" 13 | depth_estimator = Estimator(mode, color) 14 | 15 | assert depth_estimator.live_render is False 16 | assert depth_estimator.map_color == DepthMapColors.COLOR_SCHEMES.get("hot") 17 | assert depth_estimator.model_type == MidasTorch.MODEL_LARGE 18 | assert depth_estimator.label == "Standard Camera" 19 | assert depth_estimator.model is not None 20 | 21 | 22 | def test_depth_estimator_invalid_color_map(): 23 | """ 24 | Test that an error is raised when an invalid colormap is provided. 25 | """ 26 | with pytest.raises(TorchcamInputError): 27 | _ = Estimator(color="invalid_color") 28 | 29 | 30 | def test_depth_estimator_invalid_scan_mode(): 31 | """ 32 | Test that an error is raised when an invalid scan mode is provided. 33 | """ 34 | with pytest.raises(TorchcamInputError): 35 | _ = Estimator(mode="invalid_mode") 36 | -------------------------------------------------------------------------------- /torchcam/camera/constants.py: -------------------------------------------------------------------------------- 1 | from dataclasses import dataclass 2 | from typing import Dict, Final 3 | 4 | import cv2 5 | 6 | from .errors import TorchcamInputError 7 | 8 | 9 | @dataclass(frozen=True) 10 | class KeyboardKeys: 11 | ESC: Final[int] = 27 12 | SPACE: Final[int] = 32 13 | LETTER_Q: Final[int] = ord("q") 14 | LETTER_C: Final[int] = ord("c") 15 | 16 | 17 | class DepthMapColors: 18 | COLOR_SCHEMES: Dict[str, int] = { 19 | "autumn": cv2.COLORMAP_AUTUMN, 20 | "rainbow": cv2.COLORMAP_RAINBOW, 21 | "bone": cv2.COLORMAP_BONE, 22 | "jet": cv2.COLORMAP_JET, 23 | "ocean": cv2.COLORMAP_OCEAN, 24 | "deepgreen": cv2.COLORMAP_DEEPGREEN, 25 | "hot": cv2.COLORMAP_HOT, 26 | "inferno": cv2.COLORMAP_INFERNO, 27 | } 28 | DEFAULT: Final[int] = cv2.COLORMAP_INFERNO 29 | 30 | @classmethod 31 | def get_color(cls, key: str) -> int: 32 | return cls.COLOR_SCHEMES.get(key, cls.DEFAULT) 33 | 34 | 35 | @dataclass(frozen=True) 36 | class MidasTorch: 37 | # MiDaS source 38 | MIDAS_SOURCE: Final[str] = "intel-isl/MiDaS" 39 | # Model sizes 40 | MODEL_SMALL: Final[str] = "MiDaS_small" 41 | MODEL_MEDIUM: Final[str] = "DPT_Hybrid" 42 | MODEL_LARGE: Final[str] = "DPT_Large" 43 | # Device type 44 | DEVICE_CPU: Final[str] = "cpu" 45 | DEVICE_GPU: Final[str] = "cuda" 46 | -------------------------------------------------------------------------------- /torchcam/handler.py: -------------------------------------------------------------------------------- 1 | import logging 2 | import sys 3 | from typing import Any, Dict 4 | 5 | import click 6 | 7 | from .camera.errors import ExitCode, TorchcamBaseError 8 | from .output import print_warning 9 | 10 | logger = logging.getLogger(__name__) 11 | 12 | 13 | class TorchcamCliHandler(click.Group): 14 | """A wrapped around CLI invocation that handles related errors.""" 15 | 16 | AUTHOR_DETAILS: Dict[str, str] = { 17 | "Author": "Chino Franco", 18 | "Github": "https://github.com/jgfranco17", 19 | } 20 | 21 | def invoke(self, ctx: click.Context) -> Any: 22 | """Invoke the CLI and catch, log and exit for any raised errors.""" 23 | try: 24 | return super().invoke(ctx) 25 | 26 | except TorchcamBaseError as err: 27 | logger.exception(err) 28 | print_warning(f"{err.help_text}") 29 | sys.exit(err.exit_code) 30 | 31 | except click.UsageError as err: 32 | err.show() 33 | sys.exit(ExitCode.RUNTIME_ERROR) 34 | 35 | def format_help(self, ctx: click.Context, formatter: click.HelpFormatter) -> None: 36 | """Customize help info.""" 37 | super().format_help(ctx, formatter) 38 | details = "\n".join( 39 | [f"{key}: {value}" for key, value in self.AUTHOR_DETAILS.items()] 40 | ) 41 | formatter.write(f"\n{details}") 42 | -------------------------------------------------------------------------------- /torchcam/output.py: -------------------------------------------------------------------------------- 1 | import logging 2 | 3 | import click 4 | from colorama import Fore, Style 5 | 6 | 7 | class ColorHandler(logging.StreamHandler): 8 | def emit(self, record: logging.LogRecord) -> None: 9 | colors = { 10 | logging.DEBUG: Fore.CYAN, 11 | logging.INFO: Fore.GREEN, 12 | logging.WARNING: Fore.YELLOW, 13 | logging.ERROR: Fore.RED, 14 | logging.CRITICAL: Fore.RED, 15 | } 16 | color = colors.get(record.levelno, Fore.WHITE) 17 | record.msg = f"{color}{record.msg}{Style.RESET_ALL}" 18 | super().emit(record) 19 | 20 | 21 | def print_error(message: str) -> None: 22 | """ 23 | Print an error message in red. 24 | 25 | Args: 26 | message (str): The error message to print. 27 | """ 28 | click.echo(f"{Fore.RED}{Style.BRIGHT}{message}{Style.RESET_ALL}") 29 | 30 | 31 | def print_warning(message: str) -> None: 32 | """ 33 | Print a warning message in yellow. 34 | 35 | Args: 36 | message (str): The warning message to print. 37 | """ 38 | click.echo(f"{Fore.YELLOW}{Style.BRIGHT}{message}{Style.RESET_ALL}") 39 | 40 | 41 | def print_success(message: str) -> None: 42 | """ 43 | Print a success message in green. 44 | 45 | Args: 46 | message (str): The success message to print. 47 | """ 48 | click.echo(f"{Fore.GREEN}{Style.BRIGHT}{message}{Style.RESET_ALL}") 49 | -------------------------------------------------------------------------------- /torchcam/main.py: -------------------------------------------------------------------------------- 1 | import logging 2 | 3 | import click 4 | import colorama 5 | 6 | from . import __version__ 7 | from .handler import TorchcamCliHandler 8 | from .output import ColorHandler 9 | from .run import run_group 10 | 11 | colorama.init(autoreset=True) 12 | 13 | 14 | def __get_log_level(verbosity: int) -> int: 15 | levels = {0: logging.WARN, 1: logging.INFO, 2: logging.DEBUG} 16 | return levels.get(verbosity, logging.DEBUG) 17 | 18 | 19 | def __set_logger(level: int): 20 | logger = logging.getLogger(__package__) 21 | log_level = __get_log_level(level) 22 | logger.setLevel(log_level) 23 | handler = ColorHandler() 24 | handler.setLevel(log_level) 25 | formatter = logging.Formatter( 26 | fmt="[%(asctime)s][%(levelname)s] %(name)s: %(message)s", 27 | datefmt="%Y-%m-%d %H:%M:%S", 28 | ) 29 | handler.setFormatter(formatter) 30 | if not logger.hasHandlers(): 31 | logger.addHandler(handler) 32 | 33 | 34 | @click.group(cls=TorchcamCliHandler) 35 | @click.pass_context 36 | @click.version_option(version=__version__) 37 | @click.option( 38 | "-v", 39 | "--verbose", 40 | count=True, 41 | help="Increase verbosity. Use multiple times for more detail (e.g., -vv for debug).", 42 | ) 43 | def cli(context: click.Context, verbose: int): 44 | """Torchcam: a monocular depth estimation tool using PyTorch.""" 45 | __set_logger(verbose) 46 | context.ensure_object(dict) 47 | 48 | 49 | cli.add_command(run_group) 50 | -------------------------------------------------------------------------------- /.github/workflows/testing.yml: -------------------------------------------------------------------------------- 1 | name: Pytest & Coverage 2 | 3 | on: 4 | push: 5 | branches: ["main"] 6 | pull_request: 7 | branches: ["main"] 8 | 9 | permissions: 10 | contents: read 11 | 12 | jobs: 13 | run-testing: 14 | runs-on: ubuntu-latest 15 | strategy: 16 | fail-fast: false 17 | 18 | steps: 19 | - name: Checkout repository 20 | uses: actions/checkout@v3 21 | 22 | - name: Set up Python 3.10 23 | uses: actions/setup-python@v3 24 | with: 25 | python-version: "3.10" 26 | 27 | - name: Install Just 28 | uses: extractions/setup-just@v2 29 | 30 | - name: Install dependencies 31 | run: | 32 | python -m pip install --upgrade pip 33 | pip install poetry 34 | poetry install --with dev 35 | 36 | - name: Run tests with coverage 37 | run: | 38 | poetry run coverage run --source=torchcam --omit="*/__*.py,*/test_*.py" -m pytest -vv -rA 39 | poetry run coverage report -m > coverage.txt 40 | 41 | - name: Create GHA job summary 42 | run: | 43 | TIMESTAMP=$(date +"%Y-%m-%d %H:%M:%S") 44 | echo "# Torchcam Testing Report [${TIMESTAMP}"] >> $GITHUB_STEP_SUMMARY 45 | echo "" >> $GITHUB_STEP_SUMMARY 46 | echo "## Pytest coverage" >> $GITHUB_STEP_SUMMARY 47 | echo '```text' >> $GITHUB_STEP_SUMMARY 48 | cat coverage.txt >> $GITHUB_STEP_SUMMARY 49 | echo '```' >> $GITHUB_STEP_SUMMARY 50 | echo "" >> $GITHUB_STEP_SUMMARY 51 | -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- 1 | --- 2 | # See https://pre-commit.com for more information 3 | # See https://pre-commit.com/hooks.html for more hooks 4 | fail_fast: false 5 | 6 | repos: 7 | - repo: https://github.com/pre-commit/pre-commit-hooks 8 | rev: v4.3.0 9 | hooks: 10 | - id: trailing-whitespace 11 | - id: end-of-file-fixer 12 | - id: check-yaml 13 | - id: check-shebang-scripts-are-executable 14 | - id: check-toml 15 | - id: check-added-large-files 16 | - id: check-merge-conflict 17 | - id: detect-private-key 18 | - id: name-tests-test 19 | args: [--pytest-test-first] 20 | 21 | - repo: https://github.com/codespell-project/codespell.git 22 | rev: v2.1.0 23 | hooks: 24 | - id: codespell 25 | args: [-w] 26 | files: ^.*\.(md|py|jinja|yaml|yml|sh|feature)$ 27 | 28 | - repo: https://github.com/pre-commit/mirrors-prettier 29 | rev: v2.5.1 30 | # Otherwise will fail on commit-msg hook 31 | hooks: 32 | - id: prettier 33 | stages: [commit] 34 | exclude: Pipfile.lock 35 | 36 | - repo: https://github.com/pycqa/isort 37 | rev: 5.12.0 38 | hooks: 39 | - id: isort 40 | args: ["--profile", "black", "--skip-glob", "/builds/*"] 41 | 42 | # Python code formatting 43 | - repo: https://github.com/psf/black 44 | rev: 22.3.0 45 | hooks: 46 | - id: black 47 | 48 | # Python code formatting in code blocks inside docs 49 | - repo: https://github.com/asottile/blacken-docs 50 | rev: v1.12.1 51 | hooks: 52 | - id: blacken-docs 53 | additional_dependencies: [black==22.3.0] 54 | -------------------------------------------------------------------------------- /tests/test_errors.py: -------------------------------------------------------------------------------- 1 | from torchcam.camera.errors import ( 2 | ExitCode, 3 | TorchcamBaseError, 4 | TorchcamInputError, 5 | TorchcamRuntimeError, 6 | ) 7 | 8 | 9 | def test_custom_base_error(): 10 | message = "Base error occurred" 11 | exit_code = ExitCode.RUNTIME_ERROR 12 | help_text = "This is a help text" 13 | error = TorchcamBaseError(message, exit_code, help_text) 14 | assert error.message == message 15 | assert error.exit_code == exit_code 16 | assert error.help_text == help_text 17 | 18 | 19 | def test_custom_sub_error_default_help_text(): 20 | message = "Runtime error occurred" 21 | errors = [ 22 | (TorchcamRuntimeError(message), ExitCode.RUNTIME_ERROR), 23 | (TorchcamInputError(message), ExitCode.INPUT_ERROR), 24 | ] 25 | for error, expected_exit_code in errors: 26 | assert error.message == message 27 | assert error.exit_code == expected_exit_code 28 | assert error.help_text is not None 29 | assert "Help is available" in error.help_text 30 | 31 | 32 | def test_custom_sub_error_custom_help_text(): 33 | error_message = "Some error occurred" 34 | help_text = "Custom help text" 35 | errors = [ 36 | (TorchcamRuntimeError(error_message, help_text), ExitCode.RUNTIME_ERROR), 37 | (TorchcamInputError(error_message, help_text), ExitCode.INPUT_ERROR), 38 | ] 39 | for error, expected_exit_code in errors: 40 | assert error.message == error_message 41 | assert error.exit_code == expected_exit_code 42 | assert error.help_text is not None 43 | assert help_text in error.help_text 44 | -------------------------------------------------------------------------------- /torchcam/run.py: -------------------------------------------------------------------------------- 1 | """ 2 | CLI base for TorchCam project. 3 | """ 4 | import logging 5 | 6 | import click 7 | 8 | from .camera.depth_camera import DepthCamera 9 | 10 | logger = logging.getLogger(__name__) 11 | 12 | 13 | @click.group("run") 14 | def run_group() -> None: 15 | """Run the camera""" 16 | pass 17 | 18 | 19 | @click.command("live") 20 | @click.option( 21 | "--camera", 22 | "-c", 23 | type=int, 24 | help="Webcam port to capture", 25 | default=0, 26 | ) 27 | @click.option( 28 | "--window", 29 | "-w", 30 | type=float, 31 | help="Display window scale, default is 1", 32 | default=1.0, 33 | ) 34 | @click.option( 35 | "--style", 36 | "-s", 37 | type=str, 38 | help="Colormap styling, default is 'hot'", 39 | default="hot", 40 | ) 41 | def run_live_view(camera: int, window: float, style: str) -> None: 42 | """Run live estimation on webcam input.""" 43 | scanner = DepthCamera(camera=camera, mode="live", scale=window, color=style) 44 | scanner.run() 45 | 46 | 47 | @click.command("standard") 48 | @click.option( 49 | "--camera", 50 | "-c", 51 | type=int, 52 | help="Webcam port to capture", 53 | default=0, 54 | ) 55 | @click.option( 56 | "--window", 57 | "-w", 58 | type=float, 59 | help="Display window scale, default is 1", 60 | default=1.0, 61 | ) 62 | def run_standard_view(camera: int, window: float) -> None: 63 | """Run standard webcam, capture input on command.""" 64 | scanner = DepthCamera(camera=camera, mode="standard", scale=window, color="hot") 65 | scanner.run() 66 | 67 | 68 | run_group.add_command(run_live_view) 69 | run_group.add_command(run_standard_view) 70 | -------------------------------------------------------------------------------- /torchcam/camera/errors.py: -------------------------------------------------------------------------------- 1 | """Torchcam exceptions.""" 2 | from typing import Final, Optional 3 | 4 | 5 | class ExitCode: 6 | """Class for Torchcam Exit Codes.""" 7 | 8 | SUCCESS: Final[int] = 0 9 | RUNTIME_ERROR: Final[int] = 1 10 | INPUT_ERROR: Final[int] = 2 11 | 12 | 13 | class TorchcamBaseError(Exception): 14 | """A base Torchcam Error class. 15 | 16 | Contains a message, exit_code and help text show to the user 17 | 18 | exit_code should be a member of ExitCode 19 | """ 20 | 21 | def __init__(self, message: str, exit_code: int, help_text: Optional[str]): 22 | """Init an Torchcam Error.""" 23 | self.message = message 24 | self.exit_code = exit_code 25 | if help_text is None: 26 | help_text = "Help is available with --help. Use the -v flag to increase output verbosity." 27 | self.help_text = help_text 28 | super().__init__(self.message) 29 | 30 | 31 | class TorchcamRuntimeError(TorchcamBaseError): 32 | """General Torchcam CLI Error class.""" 33 | 34 | def __init__( 35 | self, 36 | message: str, 37 | help_text: Optional[str] = None, 38 | ) -> None: 39 | """Init an Torchcam CLI Error.""" 40 | self.message = message 41 | super().__init__(self.message, ExitCode.RUNTIME_ERROR, help_text) 42 | 43 | 44 | class TorchcamInputError(TorchcamBaseError): 45 | """Torchcam User Input Error class.""" 46 | 47 | def __init__( 48 | self, 49 | message: str, 50 | help_text: Optional[str] = None, 51 | ) -> None: 52 | """Init an Torchcam Input Error.""" 53 | self.message = message 54 | super().__init__(self.message, ExitCode.INPUT_ERROR, help_text) 55 | -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- 1 | import logging 2 | from copy import deepcopy 3 | from typing import Generator, List, Tuple 4 | from unittest.mock import MagicMock, patch 5 | 6 | import numpy as np 7 | import pytest 8 | from click.testing import CliRunner, Result 9 | 10 | from torchcam.main import cli 11 | from torchcam.output import ColorHandler 12 | 13 | 14 | class TestRunner: 15 | def __init__(self): 16 | self.env = { 17 | "GITHUB_USERNAME": "test-user", 18 | "GITHUB_API_TOKEN": "my-github-api-token", # pragma: allowlist secret 19 | } 20 | self.__runner = CliRunner(mix_stderr=False) 21 | 22 | @property 23 | def directory(self) -> str: 24 | return self.__working_dir 25 | 26 | def run_cli(self, cli_args: List[str]) -> Result: 27 | """Run the Torchcam CLI with envs set.""" 28 | env = deepcopy(self.env) 29 | return self.__runner.invoke(cli, cli_args, env=env) 30 | 31 | 32 | class MockLogger: 33 | def __init__(self) -> None: 34 | self.logger = logging.getLogger("mock-logger") 35 | self.logger.setLevel(logging.DEBUG) 36 | self.handler = ColorHandler() 37 | self.logger.addHandler(self.handler) 38 | 39 | def get_log_and_handler(self) -> Tuple[logging.Logger, ColorHandler]: 40 | return self.logger, self.handler 41 | 42 | 43 | class MockPytorchModel(MagicMock): 44 | def __init__(self) -> None: 45 | pass 46 | 47 | def to(self, device: str): 48 | assert device in ("cpu", "cuda") 49 | 50 | def eval(self) -> None: 51 | pass 52 | 53 | 54 | class MockCamera(MagicMock): 55 | def __init__(self) -> None: 56 | pass 57 | 58 | def read(self): 59 | return 0, np.zeros((1920, 1080)) 60 | 61 | 62 | @pytest.fixture 63 | def runner() -> TestRunner: 64 | return TestRunner() 65 | 66 | 67 | @pytest.fixture 68 | def logger() -> MockLogger: 69 | return MockLogger() 70 | 71 | 72 | @pytest.fixture 73 | def mock_torch_model() -> Generator[MockPytorchModel, None, None]: 74 | with patch("torchcam.camera.estimator.torch.hub.load"): 75 | mock_model = MockPytorchModel() 76 | yield mock_model 77 | 78 | 79 | @pytest.fixture 80 | def mock_torch_device_cuda() -> Generator[MagicMock, None, None]: 81 | with patch("torchcam.camera.estimator.torch.cuda") as mock_cuda: 82 | yield mock_cuda 83 | 84 | 85 | @pytest.fixture 86 | def mock_opencv_video_capture() -> Generator[MagicMock, None, None]: 87 | with patch("torchcam.camera.depth_camera.cv2.VideoCapture"): 88 | cam = MockCamera() 89 | yield cam 90 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | share/python-wheels/ 24 | *.egg-info/ 25 | .installed.cfg 26 | *.egg 27 | MANIFEST 28 | 29 | # PyInstaller 30 | # Usually these files are written by a python script from a template 31 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 32 | *.manifest 33 | *.spec 34 | 35 | # Installer logs 36 | pip-log.txt 37 | pip-delete-this-directory.txt 38 | 39 | # Unit test / coverage reports 40 | htmlcov/ 41 | .tox/ 42 | .nox/ 43 | .coverage 44 | .coverage.* 45 | .cache 46 | nosetests.xml 47 | coverage.xml 48 | *.cover 49 | *.py,cover 50 | .hypothesis/ 51 | .pytest_cache/ 52 | cover/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | .pybuilder/ 76 | target/ 77 | 78 | # Jupyter Notebook 79 | .ipynb_checkpoints 80 | 81 | # IPython 82 | profile_default/ 83 | ipython_config.py 84 | 85 | # pyenv 86 | # For a library or package, you might want to ignore these files since the code is 87 | # intended to run in multiple environments; otherwise, check them in: 88 | # .python-version 89 | 90 | # pipenv 91 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 92 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 93 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 94 | # install all needed dependencies. 95 | #Pipfile.lock 96 | 97 | # poetry 98 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. 99 | # This is especially recommended for binary packages to ensure reproducibility, and is more 100 | # commonly ignored for libraries. 101 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control 102 | #poetry.lock 103 | 104 | # pdm 105 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 106 | #pdm.lock 107 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 108 | # in version control. 109 | # https://pdm.fming.dev/#use-with-ide 110 | .pdm.toml 111 | 112 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 113 | __pypackages__/ 114 | 115 | # Celery stuff 116 | celerybeat-schedule 117 | celerybeat.pid 118 | 119 | # SageMath parsed files 120 | *.sage.py 121 | 122 | # Environments 123 | .env 124 | .venv 125 | env/ 126 | venv/ 127 | ENV/ 128 | env.bak/ 129 | venv.bak/ 130 | 131 | # Spyder project settings 132 | .spyderproject 133 | .spyproject 134 | 135 | # Rope project settings 136 | .ropeproject 137 | 138 | # mkdocs documentation 139 | /site 140 | 141 | # mypy 142 | .mypy_cache/ 143 | .dmypy.json 144 | dmypy.json 145 | 146 | # Pyre type checker 147 | .pyre/ 148 | 149 | # pytype static type analyzer 150 | .pytype/ 151 | 152 | # Cython debug symbols 153 | cython_debug/ 154 | 155 | # IDE 156 | .idea/ 157 | .vscode/ 158 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |

Torchcam: A Monocular Depth Camera

2 | 3 |
4 | 5 | ![STATUS](https://img.shields.io/badge/status-active-brightgreen?style=for-the-badge) ![LICENSE](https://img.shields.io/badge/license-MIT-blue?style=for-the-badge) 6 | 7 |
8 | 9 | --- 10 | 11 | ## 📝 Table of Contents 12 | 13 | - [About](#about) 14 | - [Getting Started](#getting_started) 15 | - [Usage](#usage) 16 | - [Testing](#testing) 17 | - [Authors](#authors) 18 | 19 | ## 🔎 About 20 | 21 | This project uses PyTorch's [MiDaS](https://pytorch.org/hub/intelisl_midas_v2/) model to generate live depth estimation streams 22 | using a webcam. By applying the MiDaS model to the video stream from the webcam, the software is able to generate a real-time 23 | colored depth map of the scene being captured. Runs better if [GPU is available](https://pytorch.org/docs/stable/notes/cuda.html), 24 | as the video stream can render depth maps faster. 25 | 26 | ## 🏁 Getting Started 27 | 28 | These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. 29 | 30 | ### Prerequisites 31 | 32 | In order to use this project, you will need to have the following software and libraries installed: 33 | 34 | - PyTorch 35 | - OpenCV 36 | - NumPy 37 | 38 | ### Installing 39 | 40 | To get started with this project for development purposes, clone the repository to your local machine and install the required 41 | dependencies. 42 | 43 | ```bash 44 | git clone https://github.com/jgfranco17/torchcam.git 45 | cd torchcam 46 | 47 | pip install poetry pre-commit 48 | pre-commit install 49 | poetry install 50 | 51 | # Use Poetry-based virtual environment 52 | poetry shell 53 | ``` 54 | 55 | Pre-commit is required for commits to this repo. It is recommended to run it locally, as the CI also runs on pull request so 56 | best to catch it early to save time. 57 | 58 | ## 🔧 Testing 59 | 60 | To run the full test suite, run the Makefile command as follows: 61 | 62 | ```bash 63 | # Plain Pytest 64 | poetry run pytest 65 | 66 | # Run justfile script for testing 67 | just coverage 68 | ``` 69 | 70 | This will run the test module and generates a detailed result report. 71 | 72 | ### Using PyTest CLI 73 | 74 | You can run these tests using the [PyTest](https://docs.pytest.org/en/7.3.x/) CLI. To run all tests in the directory 75 | containing the test files, navigate to the directory and enter `pytest` in the command line; for added verbosity, add 76 | the `-vv` flag after. To run a specific test file, enter `pytest `. 77 | 78 | ```bash 79 | # Run all tests in the testing module with full detail 80 | cd torchcam 81 | pytest -vv 82 | 83 | # Run a specific test file 84 | cd torchcam/tests 85 | pytest test_package.py 86 | ``` 87 | 88 | ### Why these tests are important 89 | 90 | Running these unittests is necessary to ensure that the code is functioning as expected and meeting the requirements 91 | of the design specification. The unittests are designed to test each function and method of the code and to identify 92 | any errors or unexpected behavior. By testing the code using these PyTest unittests, we can ensure that the code 93 | meets the specified requirements and that any changes made to the code do not introduce new bugs or errors. 94 | 95 | In addition, these tests can be automated to run on every code change, allowing us to quickly identify any issues 96 | that may arise and enabling us to maintain a high level of code quality. 97 | 98 | In essence, running these PyTest unittests is a critical part of the software QA process and helps to ensure that 99 | our code is robust, reliable, and meets the needs of our end-users before the product hits deployment. 100 | 101 | ## 🚀 Usage 102 | 103 | ### CLI usage 104 | 105 | To run the depth estimation stream, simply execute the following command: 106 | 107 | ```shell 108 | # Use Poetry to run the CLI locally 109 | $ poetry run torchcam 110 | 111 | Usage: torchcam [OPTIONS] COMMAND [ARGS]... 112 | 113 | Torchcam: a monocular depth estimation tool using PyTorch. 114 | 115 | Options: 116 | --version Show the version and exit. 117 | -v, --verbose Increase verbosity. Use multiple times for more detail (e.g. -vv for debug). 118 | --help Show this message and exit. 119 | 120 | Commands: 121 | run Run the camera. 122 | 123 | Author: Chino Franco 124 | Github: https://github.com/jgfranco17 125 | ``` 126 | 127 | A PyPi implementation is in the works, and instructions to install via official channels will be posted here 128 | when available. 129 | 130 | ## ⛏️ Built Using 131 | 132 | ![OpenCV](https://img.shields.io/badge/PyTorch-2.4.1-orange?style=for-the-badge&logo=pytorch&logoColor=orange) 133 | ![OpenCV](https://img.shields.io/badge/OpenCV-4.10.0.84-orange?style=for-the-badge&logo=opencv&logoColor=orange) 134 | ![NumPy](https://img.shields.io/badge/numpy-2.1.1-orange?style=for-the-badge&logo=numpy&logoColor=orange) 135 | 136 | ## ✍️ Authors 137 | 138 | ### Primary 139 | 140 | - [Chino Franco](https://github.com/jgfranco17) 141 | 142 | ### Contributors 143 | 144 | - _Pending_ 145 | -------------------------------------------------------------------------------- /torchcam/camera/depth_camera.py: -------------------------------------------------------------------------------- 1 | import datetime as dt 2 | import logging 3 | from time import perf_counter 4 | from typing import Optional 5 | 6 | import cv2 7 | import numpy as np 8 | 9 | from .constants import KeyboardKeys 10 | from .errors import TorchcamRuntimeError 11 | from .estimator import Estimator 12 | 13 | logger = logging.getLogger(__name__) 14 | 15 | 16 | class DepthCamera: 17 | """ 18 | Depth-scanning camera architecture. 19 | 20 | This class represents a depth-scanning camera architecture that captures frames from a video source, 21 | applies depth estimation to the frames, and displays them on the screen. It provides functionality 22 | to control the depth estimation mode, color mapping, and scale factor of the displayed frames. 23 | """ 24 | 25 | def __init__( 26 | self, 27 | camera: Optional[int] = 0, 28 | mode: Optional[str] = "standard", 29 | scale: Optional[float] = 1.0, 30 | color: Optional[str] = "hot", 31 | ): 32 | """ 33 | Initialize the DepthCamera object. 34 | 35 | Args: 36 | camera (int, optional): Camera number. Defaults to 0. 37 | mode (str, optional): Mode of depth estimation. Defaults to "standard". 38 | scale (float, optional): Scale factor for window display. Defaults to 1.0. 39 | color (str, optional): Color mapping. Defaults to "hot". 40 | """ 41 | self.camera_num = camera 42 | self.camera = cv2.VideoCapture(self.camera_num) 43 | self.is_running = False 44 | self.__scale = scale 45 | self.estimator = Estimator(mode=mode, color=color.lower()) 46 | logger.info( 47 | f"Starting up depth scanner, running {mode} mode and using {color} mapping" 48 | ) 49 | 50 | def __repr__(self) -> str: 51 | return f"" 52 | 53 | @property 54 | def scale(self) -> float: 55 | return self.__scale 56 | 57 | @staticmethod 58 | def __resize(image: np.ndarray, factor: float) -> np.ndarray: 59 | """ 60 | Scale an image evenly by a given factor. 61 | 62 | Args: 63 | image (np.ndarray): Image to scale 64 | factor (float, optional): Scaling factor. Defaults to 1. 65 | 66 | Returns: 67 | np.ndarray: Rescaled image 68 | """ 69 | height, width, _ = image.shape 70 | new_dimensions = (round(width * factor), round(height * factor)) 71 | return cv2.resize(image, new_dimensions, interpolation=cv2.INTER_AREA) 72 | 73 | def capture(self, frame: np.ndarray) -> None: 74 | """ 75 | Capture a camera frame and render a depth map. 76 | 77 | Args: 78 | frame (np.ndarray): Camera capture frame 79 | """ 80 | colored_map = self.estimator.colormap(frame) # Preprocess frame 81 | 82 | # Display colored depth map 83 | date_today = dt.datetime.now().strftime("%d %B %Y") 84 | timestamp = dt.datetime.now().strftime("%H:%M:%S") 85 | logger.info("Frame captured!") 86 | cv2.imshow(f"Depth Scan - {timestamp}", colored_map) 87 | 88 | def run(self) -> None: 89 | """ 90 | Run the video camera. 91 | """ 92 | self.is_running = True 93 | logger.info(f"Running monocular depth scan on {self.estimator.device.upper()}") 94 | 95 | try: 96 | while self.is_running: 97 | # Render frame through depth estimation 98 | frame_start_time = perf_counter() 99 | _, frame = self.camera.read() 100 | display_frame = ( 101 | self.estimator.colormap(frame) 102 | if self.estimator.live_render 103 | else frame 104 | ) 105 | frame_end_time = perf_counter() 106 | fps = round(1 / (frame_end_time - frame_start_time)) 107 | display_frame = self.__resize(display_frame, factor=self.scale) 108 | cv2.putText( 109 | img=display_frame, 110 | text=f"FPS: {fps}", 111 | org=(10, 30), 112 | fontFace=cv2.FONT_HERSHEY_SIMPLEX, 113 | fontScale=0.7, 114 | color=(10, 255, 100), 115 | thickness=2, 116 | ) 117 | cv2.imshow(self.estimator.label, display_frame) 118 | 119 | # Keyboard input handling 120 | key = cv2.waitKey(10) 121 | if key == KeyboardKeys.SPACE and not self.estimator.live_render: 122 | self.capture(frame) # Capture frame on spacebar press 123 | if key in (KeyboardKeys.ESC, KeyboardKeys.LETTER_Q): 124 | logger.info("Exiting program...") 125 | self.is_running = False 126 | break 127 | 128 | except Exception as e: 129 | raise TorchcamRuntimeError(f"Error during camera streaming: {e}") from e 130 | 131 | finally: 132 | self.camera.release() 133 | cv2.destroyAllWindows() 134 | 135 | logger.info("Scanner closed!") 136 | -------------------------------------------------------------------------------- /torchcam/camera/estimator.py: -------------------------------------------------------------------------------- 1 | import logging 2 | from typing import Any, Optional, Tuple 3 | 4 | import cv2 5 | import numpy as np 6 | import torch 7 | 8 | from .constants import DepthMapColors, MidasTorch 9 | from .errors import TorchcamInputError 10 | 11 | logger = logging.getLogger(__name__) 12 | 13 | 14 | class Estimator: 15 | """Depth estimator main class. 16 | 17 | Uses PyTorch's Midas model for generating estimated depth maps. 18 | """ 19 | 20 | def __init__( 21 | self, mode: Optional[str] = "standard", color: Optional[str] = "hot" 22 | ) -> None: 23 | """#- 24 | Initialize the Estimator class. This class uses PyTorch's Midas model to generate#+ 25 | estimated depth maps.#+ 26 | 27 | Args: 28 | mode (str, optional): Set the camera mode to 'live' or 'standard', defaults to 'standard'.#+ 29 | color (str, optional): Set the colormap display style, defaults to 'hot'.#+ 30 | 31 | Raises: 32 | TorchcamInputError: If an invalid colormap scheme is provided.#+ 33 | TorchcamInputError: If an invalid scan mode is given.#+ 34 | """ 35 | # Set colormap styling 36 | self.map_color = self.__get_colormap(color) 37 | 38 | # Configure PyTorch MiDaS 39 | modes = {"standard": False, "live": True} 40 | self.live_render = modes.get(mode, None) 41 | if self.live_render is None: 42 | raise TorchcamInputError(f'Unrecognized mode given: "{mode}"') 43 | 44 | self.model_type, self.label, self.transform = self.__configure_midas( 45 | self.live_render 46 | ) 47 | self.model = torch.hub.load(MidasTorch.MIDAS_SOURCE, self.model_type) 48 | self.__device = self.__set_device() 49 | self.model.to(self.__device) 50 | logger.debug(f"Using {self.device} for estimation") 51 | self.model.eval() 52 | 53 | @staticmethod 54 | def __configure_midas(is_live: bool) -> Tuple[str, str, Any]: 55 | midas_transforms = torch.hub.load(MidasTorch.MIDAS_SOURCE, "transforms") 56 | return ( 57 | (MidasTorch.MODEL_SMALL, "Depth Capture", midas_transforms.small_transform) 58 | if is_live 59 | else ( 60 | MidasTorch.MODEL_LARGE, 61 | "Standard Camera", 62 | midas_transforms.dpt_transform, 63 | ) 64 | ) 65 | 66 | @property 67 | def device(self) -> str: 68 | """ 69 | Returns the device used to run MiDaS model 70 | """ 71 | return str(self.__device).upper() 72 | 73 | @staticmethod 74 | def __set_device() -> torch.device: 75 | device_type = ( 76 | MidasTorch.DEVICE_GPU 77 | if torch.cuda.is_available() 78 | else MidasTorch.DEVICE_CPU 79 | ) 80 | return torch.device(device_type) 81 | 82 | @staticmethod 83 | def __get_colormap(color: str) -> int: 84 | if color.lower() not in DepthMapColors.COLOR_SCHEMES.keys(): 85 | available_options = ", ".join(DepthMapColors.COLOR_SCHEMES.keys()) 86 | raise TorchcamInputError( 87 | f"Invalid colormap color '{color}' provided", 88 | help_text=f"Must be one of the following: {available_options}", 89 | ) 90 | return DepthMapColors.COLOR_SCHEMES.get(color, DepthMapColors.DEFAULT) 91 | 92 | @staticmethod 93 | def __normalize(frame: np.ndarray, bits: int) -> np.ndarray: 94 | """ 95 | Normalize the given map for OpenCV. 96 | 97 | Args: 98 | frame (np.ndarray): Frame image 99 | bits (int): image bits 100 | 101 | Returns: 102 | np.ndarray: Normalized depth map 103 | """ 104 | if bits <= 0: 105 | raise TorchcamInputError(f"Bitsize must be positive integer.") 106 | 107 | depth_min = frame.min() 108 | depth_max = frame.max() 109 | max_val = (2 ** (8 * bits)) - 1 110 | 111 | if depth_max - depth_min > np.finfo("float").eps: 112 | out = max_val * (frame - depth_min) / (depth_max - depth_min) 113 | else: 114 | out = np.zeros(frame.shape, dtype=frame.dtype) 115 | 116 | if bits == 1: 117 | return out.astype("uint8") 118 | return out.astype("uint16") 119 | 120 | def get_depth(self, frame: np.ndarray) -> np.ndarray: 121 | """ 122 | Apply MiDaS model to generate monocular depth estimation 123 | of an image frame. 124 | 125 | Args: 126 | frame (np.ndarray): Image frame 127 | 128 | Returns: 129 | np.ndarray: Converted depth map 130 | """ 131 | try: 132 | input_batch = self.transform(frame).to(self.__device) 133 | with torch.no_grad(): 134 | prediction = self.model(input_batch) 135 | prediction = torch.nn.functional.interpolate( 136 | prediction.unsqueeze(1), 137 | size=frame.shape[:2], 138 | mode="bicubic", 139 | align_corners=False, 140 | ).squeeze() 141 | depth_frame = prediction.cpu().numpy() 142 | return self.__normalize(depth_frame, bits=2) 143 | 144 | except Exception as e: 145 | print(f"Failed to generate depth map: {e}") 146 | return np.zeros(frame.shape) 147 | 148 | def colormap(self, image: np.ndarray) -> np.ndarray: 149 | """ 150 | Recolor the depth map from grayscale to colored 151 | 152 | Args: 153 | image (np.ndarray): Grayscale image 154 | 155 | Returns: 156 | np.ndarray: Colored map image 157 | """ 158 | depth_map = self.get_depth(image) 159 | depth_map = (depth_map / 256).astype(np.uint8) 160 | return cv2.applyColorMap(depth_map, self.map_color) 161 | -------------------------------------------------------------------------------- /poetry.lock: -------------------------------------------------------------------------------- 1 | # This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 2 | 3 | [[package]] 4 | name = "black" 5 | version = "24.8.0" 6 | description = "The uncompromising code formatter." 7 | optional = false 8 | python-versions = ">=3.8" 9 | files = [ 10 | {file = "black-24.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:09cdeb74d494ec023ded657f7092ba518e8cf78fa8386155e4a03fdcc44679e6"}, 11 | {file = "black-24.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:81c6742da39f33b08e791da38410f32e27d632260e599df7245cccee2064afeb"}, 12 | {file = "black-24.8.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:707a1ca89221bc8a1a64fb5e15ef39cd755633daa672a9db7498d1c19de66a42"}, 13 | {file = "black-24.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:d6417535d99c37cee4091a2f24eb2b6d5ec42b144d50f1f2e436d9fe1916fe1a"}, 14 | {file = "black-24.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:fb6e2c0b86bbd43dee042e48059c9ad7830abd5c94b0bc518c0eeec57c3eddc1"}, 15 | {file = "black-24.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:837fd281f1908d0076844bc2b801ad2d369c78c45cf800cad7b61686051041af"}, 16 | {file = "black-24.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:62e8730977f0b77998029da7971fa896ceefa2c4c4933fcd593fa599ecbf97a4"}, 17 | {file = "black-24.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:72901b4913cbac8972ad911dc4098d5753704d1f3c56e44ae8dce99eecb0e3af"}, 18 | {file = "black-24.8.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:7c046c1d1eeb7aea9335da62472481d3bbf3fd986e093cffd35f4385c94ae368"}, 19 | {file = "black-24.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:649f6d84ccbae73ab767e206772cc2d7a393a001070a4c814a546afd0d423aed"}, 20 | {file = "black-24.8.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2b59b250fdba5f9a9cd9d0ece6e6d993d91ce877d121d161e4698af3eb9c1018"}, 21 | {file = "black-24.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:6e55d30d44bed36593c3163b9bc63bf58b3b30e4611e4d88a0c3c239930ed5b2"}, 22 | {file = "black-24.8.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:505289f17ceda596658ae81b61ebbe2d9b25aa78067035184ed0a9d855d18afd"}, 23 | {file = "black-24.8.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b19c9ad992c7883ad84c9b22aaa73562a16b819c1d8db7a1a1a49fb7ec13c7d2"}, 24 | {file = "black-24.8.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1f13f7f386f86f8121d76599114bb8c17b69d962137fc70efe56137727c7047e"}, 25 | {file = "black-24.8.0-cp38-cp38-win_amd64.whl", hash = "sha256:f490dbd59680d809ca31efdae20e634f3fae27fba3ce0ba3208333b713bc3920"}, 26 | {file = "black-24.8.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:eab4dd44ce80dea27dc69db40dab62d4ca96112f87996bca68cd75639aeb2e4c"}, 27 | {file = "black-24.8.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3c4285573d4897a7610054af5a890bde7c65cb466040c5f0c8b732812d7f0e5e"}, 28 | {file = "black-24.8.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9e84e33b37be070ba135176c123ae52a51f82306def9f7d063ee302ecab2cf47"}, 29 | {file = "black-24.8.0-cp39-cp39-win_amd64.whl", hash = "sha256:73bbf84ed136e45d451a260c6b73ed674652f90a2b3211d6a35e78054563a9bb"}, 30 | {file = "black-24.8.0-py3-none-any.whl", hash = "sha256:972085c618ee94f402da1af548a4f218c754ea7e5dc70acb168bfaca4c2542ed"}, 31 | {file = "black-24.8.0.tar.gz", hash = "sha256:2500945420b6784c38b9ee885af039f5e7471ef284ab03fa35ecdde4688cd83f"}, 32 | ] 33 | 34 | [package.dependencies] 35 | click = ">=8.0.0" 36 | mypy-extensions = ">=0.4.3" 37 | packaging = ">=22.0" 38 | pathspec = ">=0.9.0" 39 | platformdirs = ">=2" 40 | tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""} 41 | typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""} 42 | 43 | [package.extras] 44 | colorama = ["colorama (>=0.4.3)"] 45 | d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"] 46 | jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"] 47 | uvloop = ["uvloop (>=0.15.2)"] 48 | 49 | [[package]] 50 | name = "certifi" 51 | version = "2024.8.30" 52 | description = "Python package for providing Mozilla's CA Bundle." 53 | optional = false 54 | python-versions = ">=3.6" 55 | files = [ 56 | {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"}, 57 | {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"}, 58 | ] 59 | 60 | [[package]] 61 | name = "cfgv" 62 | version = "3.4.0" 63 | description = "Validate configuration and produce human readable error messages." 64 | optional = false 65 | python-versions = ">=3.8" 66 | files = [ 67 | {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"}, 68 | {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"}, 69 | ] 70 | 71 | [[package]] 72 | name = "charset-normalizer" 73 | version = "3.3.2" 74 | description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." 75 | optional = false 76 | python-versions = ">=3.7.0" 77 | files = [ 78 | {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"}, 79 | {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"}, 80 | {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027"}, 81 | {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03"}, 82 | {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d"}, 83 | {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e"}, 84 | {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6"}, 85 | {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5"}, 86 | {file = "charset_normalizer-3.3.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537"}, 87 | {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c"}, 88 | {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12"}, 89 | {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f"}, 90 | {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269"}, 91 | {file = "charset_normalizer-3.3.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519"}, 92 | {file = "charset_normalizer-3.3.2-cp310-cp310-win32.whl", hash = "sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73"}, 93 | {file = "charset_normalizer-3.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09"}, 94 | {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db"}, 95 | {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96"}, 96 | {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e"}, 97 | {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f"}, 98 | {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574"}, 99 | {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4"}, 100 | {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8"}, 101 | {file = "charset_normalizer-3.3.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc"}, 102 | {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae"}, 103 | {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887"}, 104 | {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae"}, 105 | {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_s390x.whl", hash = "sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce"}, 106 | {file = "charset_normalizer-3.3.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f"}, 107 | {file = "charset_normalizer-3.3.2-cp311-cp311-win32.whl", hash = "sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab"}, 108 | {file = "charset_normalizer-3.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77"}, 109 | {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8"}, 110 | {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b"}, 111 | {file = "charset_normalizer-3.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6"}, 112 | {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a"}, 113 | {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389"}, 114 | {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa"}, 115 | {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b"}, 116 | {file = "charset_normalizer-3.3.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed"}, 117 | {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26"}, 118 | {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d"}, 119 | {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_ppc64le.whl", hash = "sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068"}, 120 | {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_s390x.whl", hash = "sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143"}, 121 | {file = "charset_normalizer-3.3.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4"}, 122 | {file = "charset_normalizer-3.3.2-cp312-cp312-win32.whl", hash = "sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7"}, 123 | {file = "charset_normalizer-3.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001"}, 124 | {file = "charset_normalizer-3.3.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c"}, 125 | {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5"}, 126 | {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985"}, 127 | {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6"}, 128 | {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714"}, 129 | {file = "charset_normalizer-3.3.2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786"}, 130 | {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5"}, 131 | {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c"}, 132 | {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8"}, 133 | {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711"}, 134 | {file = "charset_normalizer-3.3.2-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811"}, 135 | {file = "charset_normalizer-3.3.2-cp37-cp37m-win32.whl", hash = "sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4"}, 136 | {file = "charset_normalizer-3.3.2-cp37-cp37m-win_amd64.whl", hash = "sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99"}, 137 | {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a"}, 138 | {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac"}, 139 | {file = "charset_normalizer-3.3.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a"}, 140 | {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33"}, 141 | {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238"}, 142 | {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a"}, 143 | {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2"}, 144 | {file = "charset_normalizer-3.3.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8"}, 145 | {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898"}, 146 | {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99"}, 147 | {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d"}, 148 | {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04"}, 149 | {file = "charset_normalizer-3.3.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087"}, 150 | {file = "charset_normalizer-3.3.2-cp38-cp38-win32.whl", hash = "sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25"}, 151 | {file = "charset_normalizer-3.3.2-cp38-cp38-win_amd64.whl", hash = "sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b"}, 152 | {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4"}, 153 | {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d"}, 154 | {file = "charset_normalizer-3.3.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0"}, 155 | {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269"}, 156 | {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c"}, 157 | {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519"}, 158 | {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796"}, 159 | {file = "charset_normalizer-3.3.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185"}, 160 | {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c"}, 161 | {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458"}, 162 | {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2"}, 163 | {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8"}, 164 | {file = "charset_normalizer-3.3.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561"}, 165 | {file = "charset_normalizer-3.3.2-cp39-cp39-win32.whl", hash = "sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f"}, 166 | {file = "charset_normalizer-3.3.2-cp39-cp39-win_amd64.whl", hash = "sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d"}, 167 | {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"}, 168 | ] 169 | 170 | [[package]] 171 | name = "click" 172 | version = "8.1.7" 173 | description = "Composable command line interface toolkit" 174 | optional = false 175 | python-versions = ">=3.7" 176 | files = [ 177 | {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"}, 178 | {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"}, 179 | ] 180 | 181 | [package.dependencies] 182 | colorama = {version = "*", markers = "platform_system == \"Windows\""} 183 | 184 | [[package]] 185 | name = "colorama" 186 | version = "0.4.6" 187 | description = "Cross-platform colored terminal text." 188 | optional = false 189 | python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" 190 | files = [ 191 | {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"}, 192 | {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"}, 193 | ] 194 | 195 | [[package]] 196 | name = "coverage" 197 | version = "7.6.1" 198 | description = "Code coverage measurement for Python" 199 | optional = false 200 | python-versions = ">=3.8" 201 | files = [ 202 | {file = "coverage-7.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b06079abebbc0e89e6163b8e8f0e16270124c154dc6e4a47b413dd538859af16"}, 203 | {file = "coverage-7.6.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:cf4b19715bccd7ee27b6b120e7e9dd56037b9c0681dcc1adc9ba9db3d417fa36"}, 204 | {file = "coverage-7.6.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e61c0abb4c85b095a784ef23fdd4aede7a2628478e7baba7c5e3deba61070a02"}, 205 | {file = "coverage-7.6.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fd21f6ae3f08b41004dfb433fa895d858f3f5979e7762d052b12aef444e29afc"}, 206 | {file = "coverage-7.6.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f59d57baca39b32db42b83b2a7ba6f47ad9c394ec2076b084c3f029b7afca23"}, 207 | {file = "coverage-7.6.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a1ac0ae2b8bd743b88ed0502544847c3053d7171a3cff9228af618a068ed9c34"}, 208 | {file = "coverage-7.6.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e6a08c0be454c3b3beb105c0596ebdc2371fab6bb90c0c0297f4e58fd7e1012c"}, 209 | {file = "coverage-7.6.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f5796e664fe802da4f57a168c85359a8fbf3eab5e55cd4e4569fbacecc903959"}, 210 | {file = "coverage-7.6.1-cp310-cp310-win32.whl", hash = "sha256:7bb65125fcbef8d989fa1dd0e8a060999497629ca5b0efbca209588a73356232"}, 211 | {file = "coverage-7.6.1-cp310-cp310-win_amd64.whl", hash = "sha256:3115a95daa9bdba70aea750db7b96b37259a81a709223c8448fa97727d546fe0"}, 212 | {file = "coverage-7.6.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7dea0889685db8550f839fa202744652e87c60015029ce3f60e006f8c4462c93"}, 213 | {file = "coverage-7.6.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ed37bd3c3b063412f7620464a9ac1314d33100329f39799255fb8d3027da50d3"}, 214 | {file = "coverage-7.6.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d85f5e9a5f8b73e2350097c3756ef7e785f55bd71205defa0bfdaf96c31616ff"}, 215 | {file = "coverage-7.6.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9bc572be474cafb617672c43fe989d6e48d3c83af02ce8de73fff1c6bb3c198d"}, 216 | {file = "coverage-7.6.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c0420b573964c760df9e9e86d1a9a622d0d27f417e1a949a8a66dd7bcee7bc6"}, 217 | {file = "coverage-7.6.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1f4aa8219db826ce6be7099d559f8ec311549bfc4046f7f9fe9b5cea5c581c56"}, 218 | {file = "coverage-7.6.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:fc5a77d0c516700ebad189b587de289a20a78324bc54baee03dd486f0855d234"}, 219 | {file = "coverage-7.6.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b48f312cca9621272ae49008c7f613337c53fadca647d6384cc129d2996d1133"}, 220 | {file = "coverage-7.6.1-cp311-cp311-win32.whl", hash = "sha256:1125ca0e5fd475cbbba3bb67ae20bd2c23a98fac4e32412883f9bcbaa81c314c"}, 221 | {file = "coverage-7.6.1-cp311-cp311-win_amd64.whl", hash = "sha256:8ae539519c4c040c5ffd0632784e21b2f03fc1340752af711f33e5be83a9d6c6"}, 222 | {file = "coverage-7.6.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:95cae0efeb032af8458fc27d191f85d1717b1d4e49f7cb226cf526ff28179778"}, 223 | {file = "coverage-7.6.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5621a9175cf9d0b0c84c2ef2b12e9f5f5071357c4d2ea6ca1cf01814f45d2391"}, 224 | {file = "coverage-7.6.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:260933720fdcd75340e7dbe9060655aff3af1f0c5d20f46b57f262ab6c86a5e8"}, 225 | {file = "coverage-7.6.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:07e2ca0ad381b91350c0ed49d52699b625aab2b44b65e1b4e02fa9df0e92ad2d"}, 226 | {file = "coverage-7.6.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c44fee9975f04b33331cb8eb272827111efc8930cfd582e0320613263ca849ca"}, 227 | {file = "coverage-7.6.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:877abb17e6339d96bf08e7a622d05095e72b71f8afd8a9fefc82cf30ed944163"}, 228 | {file = "coverage-7.6.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:3e0cadcf6733c09154b461f1ca72d5416635e5e4ec4e536192180d34ec160f8a"}, 229 | {file = "coverage-7.6.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c3c02d12f837d9683e5ab2f3d9844dc57655b92c74e286c262e0fc54213c216d"}, 230 | {file = "coverage-7.6.1-cp312-cp312-win32.whl", hash = "sha256:e05882b70b87a18d937ca6768ff33cc3f72847cbc4de4491c8e73880766718e5"}, 231 | {file = "coverage-7.6.1-cp312-cp312-win_amd64.whl", hash = "sha256:b5d7b556859dd85f3a541db6a4e0167b86e7273e1cdc973e5b175166bb634fdb"}, 232 | {file = "coverage-7.6.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a4acd025ecc06185ba2b801f2de85546e0b8ac787cf9d3b06e7e2a69f925b106"}, 233 | {file = "coverage-7.6.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a6d3adcf24b624a7b778533480e32434a39ad8fa30c315208f6d3e5542aeb6e9"}, 234 | {file = "coverage-7.6.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0c212c49b6c10e6951362f7c6df3329f04c2b1c28499563d4035d964ab8e08c"}, 235 | {file = "coverage-7.6.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6e81d7a3e58882450ec4186ca59a3f20a5d4440f25b1cff6f0902ad890e6748a"}, 236 | {file = "coverage-7.6.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78b260de9790fd81e69401c2dc8b17da47c8038176a79092a89cb2b7d945d060"}, 237 | {file = "coverage-7.6.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a78d169acd38300060b28d600344a803628c3fd585c912cacc9ea8790fe96862"}, 238 | {file = "coverage-7.6.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2c09f4ce52cb99dd7505cd0fc8e0e37c77b87f46bc9c1eb03fe3bc9991085388"}, 239 | {file = "coverage-7.6.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6878ef48d4227aace338d88c48738a4258213cd7b74fd9a3d4d7582bb1d8a155"}, 240 | {file = "coverage-7.6.1-cp313-cp313-win32.whl", hash = "sha256:44df346d5215a8c0e360307d46ffaabe0f5d3502c8a1cefd700b34baf31d411a"}, 241 | {file = "coverage-7.6.1-cp313-cp313-win_amd64.whl", hash = "sha256:8284cf8c0dd272a247bc154eb6c95548722dce90d098c17a883ed36e67cdb129"}, 242 | {file = "coverage-7.6.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:d3296782ca4eab572a1a4eca686d8bfb00226300dcefdf43faa25b5242ab8a3e"}, 243 | {file = "coverage-7.6.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:502753043567491d3ff6d08629270127e0c31d4184c4c8d98f92c26f65019962"}, 244 | {file = "coverage-7.6.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a89ecca80709d4076b95f89f308544ec8f7b4727e8a547913a35f16717856cb"}, 245 | {file = "coverage-7.6.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a318d68e92e80af8b00fa99609796fdbcdfef3629c77c6283566c6f02c6d6704"}, 246 | {file = "coverage-7.6.1-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:13b0a73a0896988f053e4fbb7de6d93388e6dd292b0d87ee51d106f2c11b465b"}, 247 | {file = "coverage-7.6.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4421712dbfc5562150f7554f13dde997a2e932a6b5f352edcce948a815efee6f"}, 248 | {file = "coverage-7.6.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:166811d20dfea725e2e4baa71fffd6c968a958577848d2131f39b60043400223"}, 249 | {file = "coverage-7.6.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:225667980479a17db1048cb2bf8bfb39b8e5be8f164b8f6628b64f78a72cf9d3"}, 250 | {file = "coverage-7.6.1-cp313-cp313t-win32.whl", hash = "sha256:170d444ab405852903b7d04ea9ae9b98f98ab6d7e63e1115e82620807519797f"}, 251 | {file = "coverage-7.6.1-cp313-cp313t-win_amd64.whl", hash = "sha256:b9f222de8cded79c49bf184bdbc06630d4c58eec9459b939b4a690c82ed05657"}, 252 | {file = "coverage-7.6.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:6db04803b6c7291985a761004e9060b2bca08da6d04f26a7f2294b8623a0c1a0"}, 253 | {file = "coverage-7.6.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:f1adfc8ac319e1a348af294106bc6a8458a0f1633cc62a1446aebc30c5fa186a"}, 254 | {file = "coverage-7.6.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a95324a9de9650a729239daea117df21f4b9868ce32e63f8b650ebe6cef5595b"}, 255 | {file = "coverage-7.6.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b43c03669dc4618ec25270b06ecd3ee4fa94c7f9b3c14bae6571ca00ef98b0d3"}, 256 | {file = "coverage-7.6.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8929543a7192c13d177b770008bc4e8119f2e1f881d563fc6b6305d2d0ebe9de"}, 257 | {file = "coverage-7.6.1-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:a09ece4a69cf399510c8ab25e0950d9cf2b42f7b3cb0374f95d2e2ff594478a6"}, 258 | {file = "coverage-7.6.1-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:9054a0754de38d9dbd01a46621636689124d666bad1936d76c0341f7d71bf569"}, 259 | {file = "coverage-7.6.1-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:0dbde0f4aa9a16fa4d754356a8f2e36296ff4d83994b2c9d8398aa32f222f989"}, 260 | {file = "coverage-7.6.1-cp38-cp38-win32.whl", hash = "sha256:da511e6ad4f7323ee5702e6633085fb76c2f893aaf8ce4c51a0ba4fc07580ea7"}, 261 | {file = "coverage-7.6.1-cp38-cp38-win_amd64.whl", hash = "sha256:3f1156e3e8f2872197af3840d8ad307a9dd18e615dc64d9ee41696f287c57ad8"}, 262 | {file = "coverage-7.6.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:abd5fd0db5f4dc9289408aaf34908072f805ff7792632250dcb36dc591d24255"}, 263 | {file = "coverage-7.6.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:547f45fa1a93154bd82050a7f3cddbc1a7a4dd2a9bf5cb7d06f4ae29fe94eaf8"}, 264 | {file = "coverage-7.6.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:645786266c8f18a931b65bfcefdbf6952dd0dea98feee39bd188607a9d307ed2"}, 265 | {file = "coverage-7.6.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9e0b2df163b8ed01d515807af24f63de04bebcecbd6c3bfeff88385789fdf75a"}, 266 | {file = "coverage-7.6.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:609b06f178fe8e9f89ef676532760ec0b4deea15e9969bf754b37f7c40326dbc"}, 267 | {file = "coverage-7.6.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:702855feff378050ae4f741045e19a32d57d19f3e0676d589df0575008ea5004"}, 268 | {file = "coverage-7.6.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:2bdb062ea438f22d99cba0d7829c2ef0af1d768d1e4a4f528087224c90b132cb"}, 269 | {file = "coverage-7.6.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:9c56863d44bd1c4fe2abb8a4d6f5371d197f1ac0ebdee542f07f35895fc07f36"}, 270 | {file = "coverage-7.6.1-cp39-cp39-win32.whl", hash = "sha256:6e2cd258d7d927d09493c8df1ce9174ad01b381d4729a9d8d4e38670ca24774c"}, 271 | {file = "coverage-7.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:06a737c882bd26d0d6ee7269b20b12f14a8704807a01056c80bb881a4b2ce6ca"}, 272 | {file = "coverage-7.6.1-pp38.pp39.pp310-none-any.whl", hash = "sha256:e9a6e0eb86070e8ccaedfbd9d38fec54864f3125ab95419970575b42af7541df"}, 273 | {file = "coverage-7.6.1.tar.gz", hash = "sha256:953510dfb7b12ab69d20135a0662397f077c59b1e6379a768e97c59d852ee51d"}, 274 | ] 275 | 276 | [package.extras] 277 | toml = ["tomli"] 278 | 279 | [[package]] 280 | name = "distlib" 281 | version = "0.3.8" 282 | description = "Distribution utilities" 283 | optional = false 284 | python-versions = "*" 285 | files = [ 286 | {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"}, 287 | {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"}, 288 | ] 289 | 290 | [[package]] 291 | name = "exceptiongroup" 292 | version = "1.2.2" 293 | description = "Backport of PEP 654 (exception groups)" 294 | optional = false 295 | python-versions = ">=3.7" 296 | files = [ 297 | {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"}, 298 | {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"}, 299 | ] 300 | 301 | [package.extras] 302 | test = ["pytest (>=6)"] 303 | 304 | [[package]] 305 | name = "filelock" 306 | version = "3.16.0" 307 | description = "A platform independent file lock." 308 | optional = false 309 | python-versions = ">=3.8" 310 | files = [ 311 | {file = "filelock-3.16.0-py3-none-any.whl", hash = "sha256:f6ed4c963184f4c84dd5557ce8fece759a3724b37b80c6c4f20a2f63a4dc6609"}, 312 | {file = "filelock-3.16.0.tar.gz", hash = "sha256:81de9eb8453c769b63369f87f11131a7ab04e367f8d97ad39dc230daa07e3bec"}, 313 | ] 314 | 315 | [package.extras] 316 | docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"] 317 | testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.1.1)", "pytest (>=8.3.2)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.3)"] 318 | typing = ["typing-extensions (>=4.12.2)"] 319 | 320 | [[package]] 321 | name = "fsspec" 322 | version = "2024.9.0" 323 | description = "File-system specification" 324 | optional = false 325 | python-versions = ">=3.8" 326 | files = [ 327 | {file = "fsspec-2024.9.0-py3-none-any.whl", hash = "sha256:a0947d552d8a6efa72cc2c730b12c41d043509156966cca4fb157b0f2a0c574b"}, 328 | {file = "fsspec-2024.9.0.tar.gz", hash = "sha256:4b0afb90c2f21832df142f292649035d80b421f60a9e1c027802e5a0da2b04e8"}, 329 | ] 330 | 331 | [package.extras] 332 | abfs = ["adlfs"] 333 | adl = ["adlfs"] 334 | arrow = ["pyarrow (>=1)"] 335 | dask = ["dask", "distributed"] 336 | dev = ["pre-commit", "ruff"] 337 | doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"] 338 | dropbox = ["dropbox", "dropboxdrivefs", "requests"] 339 | full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"] 340 | fuse = ["fusepy"] 341 | gcs = ["gcsfs"] 342 | git = ["pygit2"] 343 | github = ["requests"] 344 | gs = ["gcsfs"] 345 | gui = ["panel"] 346 | hdfs = ["pyarrow (>=1)"] 347 | http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"] 348 | libarchive = ["libarchive-c"] 349 | oci = ["ocifs"] 350 | s3 = ["s3fs"] 351 | sftp = ["paramiko"] 352 | smb = ["smbprotocol"] 353 | ssh = ["paramiko"] 354 | test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"] 355 | test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"] 356 | test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"] 357 | tqdm = ["tqdm"] 358 | 359 | [[package]] 360 | name = "huggingface-hub" 361 | version = "0.24.7" 362 | description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub" 363 | optional = false 364 | python-versions = ">=3.8.0" 365 | files = [ 366 | {file = "huggingface_hub-0.24.7-py3-none-any.whl", hash = "sha256:a212c555324c8a7b1ffdd07266bb7e7d69ca71aa238d27b7842d65e9a26ac3e5"}, 367 | {file = "huggingface_hub-0.24.7.tar.gz", hash = "sha256:0ad8fb756e2831da0ac0491175b960f341fe06ebcf80ed6f8728313f95fc0207"}, 368 | ] 369 | 370 | [package.dependencies] 371 | filelock = "*" 372 | fsspec = ">=2023.5.0" 373 | packaging = ">=20.9" 374 | pyyaml = ">=5.1" 375 | requests = "*" 376 | tqdm = ">=4.42.1" 377 | typing-extensions = ">=3.7.4.3" 378 | 379 | [package.extras] 380 | all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"] 381 | cli = ["InquirerPy (==0.3.4)"] 382 | dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"] 383 | fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"] 384 | hf-transfer = ["hf-transfer (>=0.1.4)"] 385 | inference = ["aiohttp", "minijinja (>=1.0)"] 386 | quality = ["mypy (==1.5.1)", "ruff (>=0.5.0)"] 387 | tensorflow = ["graphviz", "pydot", "tensorflow"] 388 | tensorflow-testing = ["keras (<3.0)", "tensorflow"] 389 | testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"] 390 | torch = ["safetensors[torch]", "torch"] 391 | typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"] 392 | 393 | [[package]] 394 | name = "identify" 395 | version = "2.6.1" 396 | description = "File identification library for Python" 397 | optional = false 398 | python-versions = ">=3.8" 399 | files = [ 400 | {file = "identify-2.6.1-py2.py3-none-any.whl", hash = "sha256:53863bcac7caf8d2ed85bd20312ea5dcfc22226800f6d6881f232d861db5a8f0"}, 401 | {file = "identify-2.6.1.tar.gz", hash = "sha256:91478c5fb7c3aac5ff7bf9b4344f803843dc586832d5f110d672b19aa1984c98"}, 402 | ] 403 | 404 | [package.extras] 405 | license = ["ukkonen"] 406 | 407 | [[package]] 408 | name = "idna" 409 | version = "3.9" 410 | description = "Internationalized Domain Names in Applications (IDNA)" 411 | optional = false 412 | python-versions = ">=3.6" 413 | files = [ 414 | {file = "idna-3.9-py3-none-any.whl", hash = "sha256:69297d5da0cc9281c77efffb4e730254dd45943f45bbfb461de5991713989b1e"}, 415 | {file = "idna-3.9.tar.gz", hash = "sha256:e5c5dafde284f26e9e0f28f6ea2d6400abd5ca099864a67f576f3981c6476124"}, 416 | ] 417 | 418 | [package.extras] 419 | all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"] 420 | 421 | [[package]] 422 | name = "iniconfig" 423 | version = "2.0.0" 424 | description = "brain-dead simple config-ini parsing" 425 | optional = false 426 | python-versions = ">=3.7" 427 | files = [ 428 | {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"}, 429 | {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, 430 | ] 431 | 432 | [[package]] 433 | name = "jinja2" 434 | version = "3.1.4" 435 | description = "A very fast and expressive template engine." 436 | optional = false 437 | python-versions = ">=3.7" 438 | files = [ 439 | {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"}, 440 | {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"}, 441 | ] 442 | 443 | [package.dependencies] 444 | MarkupSafe = ">=2.0" 445 | 446 | [package.extras] 447 | i18n = ["Babel (>=2.7)"] 448 | 449 | [[package]] 450 | name = "markdown-it-py" 451 | version = "3.0.0" 452 | description = "Python port of markdown-it. Markdown parsing, done right!" 453 | optional = false 454 | python-versions = ">=3.8" 455 | files = [ 456 | {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"}, 457 | {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"}, 458 | ] 459 | 460 | [package.dependencies] 461 | mdurl = ">=0.1,<1.0" 462 | 463 | [package.extras] 464 | benchmarking = ["psutil", "pytest", "pytest-benchmark"] 465 | code-style = ["pre-commit (>=3.0,<4.0)"] 466 | compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"] 467 | linkify = ["linkify-it-py (>=1,<3)"] 468 | plugins = ["mdit-py-plugins"] 469 | profiling = ["gprof2dot"] 470 | rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"] 471 | testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"] 472 | 473 | [[package]] 474 | name = "markupsafe" 475 | version = "2.1.5" 476 | description = "Safely add untrusted strings to HTML/XML markup." 477 | optional = false 478 | python-versions = ">=3.7" 479 | files = [ 480 | {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"}, 481 | {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"}, 482 | {file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46"}, 483 | {file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f"}, 484 | {file = "MarkupSafe-2.1.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900"}, 485 | {file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff"}, 486 | {file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad"}, 487 | {file = "MarkupSafe-2.1.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd"}, 488 | {file = "MarkupSafe-2.1.5-cp310-cp310-win32.whl", hash = "sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4"}, 489 | {file = "MarkupSafe-2.1.5-cp310-cp310-win_amd64.whl", hash = "sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5"}, 490 | {file = "MarkupSafe-2.1.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f"}, 491 | {file = "MarkupSafe-2.1.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2"}, 492 | {file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced"}, 493 | {file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5"}, 494 | {file = "MarkupSafe-2.1.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c"}, 495 | {file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f"}, 496 | {file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a"}, 497 | {file = "MarkupSafe-2.1.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f"}, 498 | {file = "MarkupSafe-2.1.5-cp311-cp311-win32.whl", hash = "sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906"}, 499 | {file = "MarkupSafe-2.1.5-cp311-cp311-win_amd64.whl", hash = "sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617"}, 500 | {file = "MarkupSafe-2.1.5-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1"}, 501 | {file = "MarkupSafe-2.1.5-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4"}, 502 | {file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee"}, 503 | {file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5"}, 504 | {file = "MarkupSafe-2.1.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b"}, 505 | {file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a"}, 506 | {file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f"}, 507 | {file = "MarkupSafe-2.1.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169"}, 508 | {file = "MarkupSafe-2.1.5-cp312-cp312-win32.whl", hash = "sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad"}, 509 | {file = "MarkupSafe-2.1.5-cp312-cp312-win_amd64.whl", hash = "sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb"}, 510 | {file = "MarkupSafe-2.1.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f"}, 511 | {file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf"}, 512 | {file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a"}, 513 | {file = "MarkupSafe-2.1.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52"}, 514 | {file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9"}, 515 | {file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df"}, 516 | {file = "MarkupSafe-2.1.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50"}, 517 | {file = "MarkupSafe-2.1.5-cp37-cp37m-win32.whl", hash = "sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371"}, 518 | {file = "MarkupSafe-2.1.5-cp37-cp37m-win_amd64.whl", hash = "sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2"}, 519 | {file = "MarkupSafe-2.1.5-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a"}, 520 | {file = "MarkupSafe-2.1.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46"}, 521 | {file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532"}, 522 | {file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab"}, 523 | {file = "MarkupSafe-2.1.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68"}, 524 | {file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0"}, 525 | {file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4"}, 526 | {file = "MarkupSafe-2.1.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3"}, 527 | {file = "MarkupSafe-2.1.5-cp38-cp38-win32.whl", hash = "sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff"}, 528 | {file = "MarkupSafe-2.1.5-cp38-cp38-win_amd64.whl", hash = "sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029"}, 529 | {file = "MarkupSafe-2.1.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf"}, 530 | {file = "MarkupSafe-2.1.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2"}, 531 | {file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8"}, 532 | {file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3"}, 533 | {file = "MarkupSafe-2.1.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465"}, 534 | {file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e"}, 535 | {file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea"}, 536 | {file = "MarkupSafe-2.1.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6"}, 537 | {file = "MarkupSafe-2.1.5-cp39-cp39-win32.whl", hash = "sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf"}, 538 | {file = "MarkupSafe-2.1.5-cp39-cp39-win_amd64.whl", hash = "sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5"}, 539 | {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"}, 540 | ] 541 | 542 | [[package]] 543 | name = "mdurl" 544 | version = "0.1.2" 545 | description = "Markdown URL utilities" 546 | optional = false 547 | python-versions = ">=3.7" 548 | files = [ 549 | {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"}, 550 | {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"}, 551 | ] 552 | 553 | [[package]] 554 | name = "mpmath" 555 | version = "1.3.0" 556 | description = "Python library for arbitrary-precision floating-point arithmetic" 557 | optional = false 558 | python-versions = "*" 559 | files = [ 560 | {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"}, 561 | {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"}, 562 | ] 563 | 564 | [package.extras] 565 | develop = ["codecov", "pycodestyle", "pytest (>=4.6)", "pytest-cov", "wheel"] 566 | docs = ["sphinx"] 567 | gmpy = ["gmpy2 (>=2.1.0a4)"] 568 | tests = ["pytest (>=4.6)"] 569 | 570 | [[package]] 571 | name = "mypy-extensions" 572 | version = "1.0.0" 573 | description = "Type system extensions for programs checked with the mypy type checker." 574 | optional = false 575 | python-versions = ">=3.5" 576 | files = [ 577 | {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"}, 578 | {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"}, 579 | ] 580 | 581 | [[package]] 582 | name = "networkx" 583 | version = "3.3" 584 | description = "Python package for creating and manipulating graphs and networks" 585 | optional = false 586 | python-versions = ">=3.10" 587 | files = [ 588 | {file = "networkx-3.3-py3-none-any.whl", hash = "sha256:28575580c6ebdaf4505b22c6256a2b9de86b316dc63ba9e93abde3d78dfdbcf2"}, 589 | {file = "networkx-3.3.tar.gz", hash = "sha256:0c127d8b2f4865f59ae9cb8aafcd60b5c70f3241ebd66f7defad7c4ab90126c9"}, 590 | ] 591 | 592 | [package.extras] 593 | default = ["matplotlib (>=3.6)", "numpy (>=1.23)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"] 594 | developer = ["changelist (==0.5)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"] 595 | doc = ["myst-nb (>=1.0)", "numpydoc (>=1.7)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.14)", "sphinx (>=7)", "sphinx-gallery (>=0.14)", "texext (>=0.6.7)"] 596 | extra = ["lxml (>=4.6)", "pydot (>=2.0)", "pygraphviz (>=1.12)", "sympy (>=1.10)"] 597 | test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"] 598 | 599 | [[package]] 600 | name = "nodeenv" 601 | version = "1.9.1" 602 | description = "Node.js virtual environment builder" 603 | optional = false 604 | python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" 605 | files = [ 606 | {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"}, 607 | {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"}, 608 | ] 609 | 610 | [[package]] 611 | name = "numpy" 612 | version = "2.1.1" 613 | description = "Fundamental package for array computing in Python" 614 | optional = false 615 | python-versions = ">=3.10" 616 | files = [ 617 | {file = "numpy-2.1.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c8a0e34993b510fc19b9a2ce7f31cb8e94ecf6e924a40c0c9dd4f62d0aac47d9"}, 618 | {file = "numpy-2.1.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7dd86dfaf7c900c0bbdcb8b16e2f6ddf1eb1fe39c6c8cca6e94844ed3152a8fd"}, 619 | {file = "numpy-2.1.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:5889dd24f03ca5a5b1e8a90a33b5a0846d8977565e4ae003a63d22ecddf6782f"}, 620 | {file = "numpy-2.1.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:59ca673ad11d4b84ceb385290ed0ebe60266e356641428c845b39cd9df6713ab"}, 621 | {file = "numpy-2.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:13ce49a34c44b6de5241f0b38b07e44c1b2dcacd9e36c30f9c2fcb1bb5135db7"}, 622 | {file = "numpy-2.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:913cc1d311060b1d409e609947fa1b9753701dac96e6581b58afc36b7ee35af6"}, 623 | {file = "numpy-2.1.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:caf5d284ddea7462c32b8d4a6b8af030b6c9fd5332afb70e7414d7fdded4bfd0"}, 624 | {file = "numpy-2.1.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:57eb525e7c2a8fdee02d731f647146ff54ea8c973364f3b850069ffb42799647"}, 625 | {file = "numpy-2.1.1-cp310-cp310-win32.whl", hash = "sha256:9a8e06c7a980869ea67bbf551283bbed2856915f0a792dc32dd0f9dd2fb56728"}, 626 | {file = "numpy-2.1.1-cp310-cp310-win_amd64.whl", hash = "sha256:d10c39947a2d351d6d466b4ae83dad4c37cd6c3cdd6d5d0fa797da56f710a6ae"}, 627 | {file = "numpy-2.1.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0d07841fd284718feffe7dd17a63a2e6c78679b2d386d3e82f44f0108c905550"}, 628 | {file = "numpy-2.1.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b5613cfeb1adfe791e8e681128f5f49f22f3fcaa942255a6124d58ca59d9528f"}, 629 | {file = "numpy-2.1.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:0b8cc2715a84b7c3b161f9ebbd942740aaed913584cae9cdc7f8ad5ad41943d0"}, 630 | {file = "numpy-2.1.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:b49742cdb85f1f81e4dc1b39dcf328244f4d8d1ded95dea725b316bd2cf18c95"}, 631 | {file = "numpy-2.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8d5f8a8e3bc87334f025194c6193e408903d21ebaeb10952264943a985066ca"}, 632 | {file = "numpy-2.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d51fc141ddbe3f919e91a096ec739f49d686df8af254b2053ba21a910ae518bf"}, 633 | {file = "numpy-2.1.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:98ce7fb5b8063cfdd86596b9c762bf2b5e35a2cdd7e967494ab78a1fa7f8b86e"}, 634 | {file = "numpy-2.1.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:24c2ad697bd8593887b019817ddd9974a7f429c14a5469d7fad413f28340a6d2"}, 635 | {file = "numpy-2.1.1-cp311-cp311-win32.whl", hash = "sha256:397bc5ce62d3fb73f304bec332171535c187e0643e176a6e9421a6e3eacef06d"}, 636 | {file = "numpy-2.1.1-cp311-cp311-win_amd64.whl", hash = "sha256:ae8ce252404cdd4de56dcfce8b11eac3c594a9c16c231d081fb705cf23bd4d9e"}, 637 | {file = "numpy-2.1.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:7c803b7934a7f59563db459292e6aa078bb38b7ab1446ca38dd138646a38203e"}, 638 | {file = "numpy-2.1.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6435c48250c12f001920f0751fe50c0348f5f240852cfddc5e2f97e007544cbe"}, 639 | {file = "numpy-2.1.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:3269c9eb8745e8d975980b3a7411a98976824e1fdef11f0aacf76147f662b15f"}, 640 | {file = "numpy-2.1.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:fac6e277a41163d27dfab5f4ec1f7a83fac94e170665a4a50191b545721c6521"}, 641 | {file = "numpy-2.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fcd8f556cdc8cfe35e70efb92463082b7f43dd7e547eb071ffc36abc0ca4699b"}, 642 | {file = "numpy-2.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b9cd92c8f8e7b313b80e93cedc12c0112088541dcedd9197b5dee3738c1201"}, 643 | {file = "numpy-2.1.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:afd9c680df4de71cd58582b51e88a61feed4abcc7530bcd3d48483f20fc76f2a"}, 644 | {file = "numpy-2.1.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8661c94e3aad18e1ea17a11f60f843a4933ccaf1a25a7c6a9182af70610b2313"}, 645 | {file = "numpy-2.1.1-cp312-cp312-win32.whl", hash = "sha256:950802d17a33c07cba7fd7c3dcfa7d64705509206be1606f196d179e539111ed"}, 646 | {file = "numpy-2.1.1-cp312-cp312-win_amd64.whl", hash = "sha256:3fc5eabfc720db95d68e6646e88f8b399bfedd235994016351b1d9e062c4b270"}, 647 | {file = "numpy-2.1.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:046356b19d7ad1890c751b99acad5e82dc4a02232013bd9a9a712fddf8eb60f5"}, 648 | {file = "numpy-2.1.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:6e5a9cb2be39350ae6c8f79410744e80154df658d5bea06e06e0ac5bb75480d5"}, 649 | {file = "numpy-2.1.1-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:d4c57b68c8ef5e1ebf47238e99bf27657511ec3f071c465f6b1bccbef12d4136"}, 650 | {file = "numpy-2.1.1-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:8ae0fd135e0b157365ac7cc31fff27f07a5572bdfc38f9c2d43b2aff416cc8b0"}, 651 | {file = "numpy-2.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:981707f6b31b59c0c24bcda52e5605f9701cb46da4b86c2e8023656ad3e833cb"}, 652 | {file = "numpy-2.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ca4b53e1e0b279142113b8c5eb7d7a877e967c306edc34f3b58e9be12fda8df"}, 653 | {file = "numpy-2.1.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:e097507396c0be4e547ff15b13dc3866f45f3680f789c1a1301b07dadd3fbc78"}, 654 | {file = "numpy-2.1.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7506387e191fe8cdb267f912469a3cccc538ab108471291636a96a54e599556"}, 655 | {file = "numpy-2.1.1-cp313-cp313-win32.whl", hash = "sha256:251105b7c42abe40e3a689881e1793370cc9724ad50d64b30b358bbb3a97553b"}, 656 | {file = "numpy-2.1.1-cp313-cp313-win_amd64.whl", hash = "sha256:f212d4f46b67ff604d11fff7cc62d36b3e8714edf68e44e9760e19be38c03eb0"}, 657 | {file = "numpy-2.1.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:920b0911bb2e4414c50e55bd658baeb78281a47feeb064ab40c2b66ecba85553"}, 658 | {file = "numpy-2.1.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:bab7c09454460a487e631ffc0c42057e3d8f2a9ddccd1e60c7bb8ed774992480"}, 659 | {file = "numpy-2.1.1-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:cea427d1350f3fd0d2818ce7350095c1a2ee33e30961d2f0fef48576ddbbe90f"}, 660 | {file = "numpy-2.1.1-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:e30356d530528a42eeba51420ae8bf6c6c09559051887196599d96ee5f536468"}, 661 | {file = "numpy-2.1.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8dfa9e94fc127c40979c3eacbae1e61fda4fe71d84869cc129e2721973231ef"}, 662 | {file = "numpy-2.1.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:910b47a6d0635ec1bd53b88f86120a52bf56dcc27b51f18c7b4a2e2224c29f0f"}, 663 | {file = "numpy-2.1.1-cp313-cp313t-musllinux_1_1_x86_64.whl", hash = "sha256:13cc11c00000848702322af4de0147ced365c81d66053a67c2e962a485b3717c"}, 664 | {file = "numpy-2.1.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:53e27293b3a2b661c03f79aa51c3987492bd4641ef933e366e0f9f6c9bf257ec"}, 665 | {file = "numpy-2.1.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7be6a07520b88214ea85d8ac8b7d6d8a1839b0b5cb87412ac9f49fa934eb15d5"}, 666 | {file = "numpy-2.1.1-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:52ac2e48f5ad847cd43c4755520a2317f3380213493b9d8a4c5e37f3b87df504"}, 667 | {file = "numpy-2.1.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50a95ca3560a6058d6ea91d4629a83a897ee27c00630aed9d933dff191f170cd"}, 668 | {file = "numpy-2.1.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:99f4a9ee60eed1385a86e82288971a51e71df052ed0b2900ed30bc840c0f2e39"}, 669 | {file = "numpy-2.1.1.tar.gz", hash = "sha256:d0cf7d55b1051387807405b3898efafa862997b4cba8aa5dbe657be794afeafd"}, 670 | ] 671 | 672 | [[package]] 673 | name = "nvidia-cublas-cu12" 674 | version = "12.1.3.1" 675 | description = "CUBLAS native runtime libraries" 676 | optional = false 677 | python-versions = ">=3" 678 | files = [ 679 | {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:ee53ccca76a6fc08fb9701aa95b6ceb242cdaab118c3bb152af4e579af792728"}, 680 | {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-win_amd64.whl", hash = "sha256:2b964d60e8cf11b5e1073d179d85fa340c120e99b3067558f3cf98dd69d02906"}, 681 | ] 682 | 683 | [[package]] 684 | name = "nvidia-cuda-cupti-cu12" 685 | version = "12.1.105" 686 | description = "CUDA profiling tools runtime libs." 687 | optional = false 688 | python-versions = ">=3" 689 | files = [ 690 | {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:e54fde3983165c624cb79254ae9818a456eb6e87a7fd4d56a2352c24ee542d7e"}, 691 | {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:bea8236d13a0ac7190bd2919c3e8e6ce1e402104276e6f9694479e48bb0eb2a4"}, 692 | ] 693 | 694 | [[package]] 695 | name = "nvidia-cuda-nvrtc-cu12" 696 | version = "12.1.105" 697 | description = "NVRTC native runtime libraries" 698 | optional = false 699 | python-versions = ">=3" 700 | files = [ 701 | {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:339b385f50c309763ca65456ec75e17bbefcbbf2893f462cb8b90584cd27a1c2"}, 702 | {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:0a98a522d9ff138b96c010a65e145dc1b4850e9ecb75a0172371793752fd46ed"}, 703 | ] 704 | 705 | [[package]] 706 | name = "nvidia-cuda-runtime-cu12" 707 | version = "12.1.105" 708 | description = "CUDA Runtime native Libraries" 709 | optional = false 710 | python-versions = ">=3" 711 | files = [ 712 | {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40"}, 713 | {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:dfb46ef84d73fababab44cf03e3b83f80700d27ca300e537f85f636fac474344"}, 714 | ] 715 | 716 | [[package]] 717 | name = "nvidia-cudnn-cu12" 718 | version = "9.1.0.70" 719 | description = "cuDNN runtime libraries" 720 | optional = false 721 | python-versions = ">=3" 722 | files = [ 723 | {file = "nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl", hash = "sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f"}, 724 | {file = "nvidia_cudnn_cu12-9.1.0.70-py3-none-win_amd64.whl", hash = "sha256:6278562929433d68365a07a4a1546c237ba2849852c0d4b2262a486e805b977a"}, 725 | ] 726 | 727 | [package.dependencies] 728 | nvidia-cublas-cu12 = "*" 729 | 730 | [[package]] 731 | name = "nvidia-cufft-cu12" 732 | version = "11.0.2.54" 733 | description = "CUFFT native runtime libraries" 734 | optional = false 735 | python-versions = ">=3" 736 | files = [ 737 | {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl", hash = "sha256:794e3948a1aa71fd817c3775866943936774d1c14e7628c74f6f7417224cdf56"}, 738 | {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-win_amd64.whl", hash = "sha256:d9ac353f78ff89951da4af698f80870b1534ed69993f10a4cf1d96f21357e253"}, 739 | ] 740 | 741 | [[package]] 742 | name = "nvidia-curand-cu12" 743 | version = "10.3.2.106" 744 | description = "CURAND native runtime libraries" 745 | optional = false 746 | python-versions = ">=3" 747 | files = [ 748 | {file = "nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:9d264c5036dde4e64f1de8c50ae753237c12e0b1348738169cd0f8a536c0e1e0"}, 749 | {file = "nvidia_curand_cu12-10.3.2.106-py3-none-win_amd64.whl", hash = "sha256:75b6b0c574c0037839121317e17fd01f8a69fd2ef8e25853d826fec30bdba74a"}, 750 | ] 751 | 752 | [[package]] 753 | name = "nvidia-cusolver-cu12" 754 | version = "11.4.5.107" 755 | description = "CUDA solver native runtime libraries" 756 | optional = false 757 | python-versions = ">=3" 758 | files = [ 759 | {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl", hash = "sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd"}, 760 | {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-win_amd64.whl", hash = "sha256:74e0c3a24c78612192a74fcd90dd117f1cf21dea4822e66d89e8ea80e3cd2da5"}, 761 | ] 762 | 763 | [package.dependencies] 764 | nvidia-cublas-cu12 = "*" 765 | nvidia-cusparse-cu12 = "*" 766 | nvidia-nvjitlink-cu12 = "*" 767 | 768 | [[package]] 769 | name = "nvidia-cusparse-cu12" 770 | version = "12.1.0.106" 771 | description = "CUSPARSE native runtime libraries" 772 | optional = false 773 | python-versions = ">=3" 774 | files = [ 775 | {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c"}, 776 | {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-win_amd64.whl", hash = "sha256:b798237e81b9719373e8fae8d4f091b70a0cf09d9d85c95a557e11df2d8e9a5a"}, 777 | ] 778 | 779 | [package.dependencies] 780 | nvidia-nvjitlink-cu12 = "*" 781 | 782 | [[package]] 783 | name = "nvidia-nccl-cu12" 784 | version = "2.20.5" 785 | description = "NVIDIA Collective Communication Library (NCCL) Runtime" 786 | optional = false 787 | python-versions = ">=3" 788 | files = [ 789 | {file = "nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_aarch64.whl", hash = "sha256:1fc150d5c3250b170b29410ba682384b14581db722b2531b0d8d33c595f33d01"}, 790 | {file = "nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_x86_64.whl", hash = "sha256:057f6bf9685f75215d0c53bf3ac4a10b3e6578351de307abad9e18a99182af56"}, 791 | ] 792 | 793 | [[package]] 794 | name = "nvidia-nvjitlink-cu12" 795 | version = "12.6.68" 796 | description = "Nvidia JIT LTO Library" 797 | optional = false 798 | python-versions = ">=3" 799 | files = [ 800 | {file = "nvidia_nvjitlink_cu12-12.6.68-py3-none-manylinux2014_aarch64.whl", hash = "sha256:b3fd0779845f68b92063ab1393abab1ed0a23412fc520df79a8190d098b5cd6b"}, 801 | {file = "nvidia_nvjitlink_cu12-12.6.68-py3-none-manylinux2014_x86_64.whl", hash = "sha256:125a6c2a44e96386dda634e13d944e60b07a0402d391a070e8fb4104b34ea1ab"}, 802 | {file = "nvidia_nvjitlink_cu12-12.6.68-py3-none-win_amd64.whl", hash = "sha256:a55744c98d70317c5e23db14866a8cc2b733f7324509e941fc96276f9f37801d"}, 803 | ] 804 | 805 | [[package]] 806 | name = "nvidia-nvtx-cu12" 807 | version = "12.1.105" 808 | description = "NVIDIA Tools Extension" 809 | optional = false 810 | python-versions = ">=3" 811 | files = [ 812 | {file = "nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:dc21cf308ca5691e7c04d962e213f8a4aa9bbfa23d95412f452254c2caeb09e5"}, 813 | {file = "nvidia_nvtx_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82"}, 814 | ] 815 | 816 | [[package]] 817 | name = "opencv-python" 818 | version = "4.10.0.84" 819 | description = "Wrapper package for OpenCV python bindings." 820 | optional = false 821 | python-versions = ">=3.6" 822 | files = [ 823 | {file = "opencv-python-4.10.0.84.tar.gz", hash = "sha256:72d234e4582e9658ffea8e9cae5b63d488ad06994ef12d81dc303b17472f3526"}, 824 | {file = "opencv_python-4.10.0.84-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:fc182f8f4cda51b45f01c64e4cbedfc2f00aff799debebc305d8d0210c43f251"}, 825 | {file = "opencv_python-4.10.0.84-cp37-abi3-macosx_12_0_x86_64.whl", hash = "sha256:71e575744f1d23f79741450254660442785f45a0797212852ee5199ef12eed98"}, 826 | {file = "opencv_python-4.10.0.84-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09a332b50488e2dda866a6c5573ee192fe3583239fb26ff2f7f9ceb0bc119ea6"}, 827 | {file = "opencv_python-4.10.0.84-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ace140fc6d647fbe1c692bcb2abce768973491222c067c131d80957c595b71f"}, 828 | {file = "opencv_python-4.10.0.84-cp37-abi3-win32.whl", hash = "sha256:2db02bb7e50b703f0a2d50c50ced72e95c574e1e5a0bb35a8a86d0b35c98c236"}, 829 | {file = "opencv_python-4.10.0.84-cp37-abi3-win_amd64.whl", hash = "sha256:32dbbd94c26f611dc5cc6979e6b7aa1f55a64d6b463cc1dcd3c95505a63e48fe"}, 830 | ] 831 | 832 | [package.dependencies] 833 | numpy = [ 834 | {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, 835 | {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""}, 836 | {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""}, 837 | {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""}, 838 | ] 839 | 840 | [[package]] 841 | name = "packaging" 842 | version = "24.1" 843 | description = "Core utilities for Python packages" 844 | optional = false 845 | python-versions = ">=3.8" 846 | files = [ 847 | {file = "packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124"}, 848 | {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"}, 849 | ] 850 | 851 | [[package]] 852 | name = "pathspec" 853 | version = "0.12.1" 854 | description = "Utility library for gitignore style pattern matching of file paths." 855 | optional = false 856 | python-versions = ">=3.8" 857 | files = [ 858 | {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"}, 859 | {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"}, 860 | ] 861 | 862 | [[package]] 863 | name = "pillow" 864 | version = "10.4.0" 865 | description = "Python Imaging Library (Fork)" 866 | optional = false 867 | python-versions = ">=3.8" 868 | files = [ 869 | {file = "pillow-10.4.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:4d9667937cfa347525b319ae34375c37b9ee6b525440f3ef48542fcf66f2731e"}, 870 | {file = "pillow-10.4.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:543f3dc61c18dafb755773efc89aae60d06b6596a63914107f75459cf984164d"}, 871 | {file = "pillow-10.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7928ecbf1ece13956b95d9cbcfc77137652b02763ba384d9ab508099a2eca856"}, 872 | {file = "pillow-10.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e4d49b85c4348ea0b31ea63bc75a9f3857869174e2bf17e7aba02945cd218e6f"}, 873 | {file = "pillow-10.4.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:6c762a5b0997f5659a5ef2266abc1d8851ad7749ad9a6a5506eb23d314e4f46b"}, 874 | {file = "pillow-10.4.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:a985e028fc183bf12a77a8bbf36318db4238a3ded7fa9df1b9a133f1cb79f8fc"}, 875 | {file = "pillow-10.4.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:812f7342b0eee081eaec84d91423d1b4650bb9828eb53d8511bcef8ce5aecf1e"}, 876 | {file = "pillow-10.4.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:ac1452d2fbe4978c2eec89fb5a23b8387aba707ac72810d9490118817d9c0b46"}, 877 | {file = "pillow-10.4.0-cp310-cp310-win32.whl", hash = "sha256:bcd5e41a859bf2e84fdc42f4edb7d9aba0a13d29a2abadccafad99de3feff984"}, 878 | {file = "pillow-10.4.0-cp310-cp310-win_amd64.whl", hash = "sha256:ecd85a8d3e79cd7158dec1c9e5808e821feea088e2f69a974db5edf84dc53141"}, 879 | {file = "pillow-10.4.0-cp310-cp310-win_arm64.whl", hash = "sha256:ff337c552345e95702c5fde3158acb0625111017d0e5f24bf3acdb9cc16b90d1"}, 880 | {file = "pillow-10.4.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:0a9ec697746f268507404647e531e92889890a087e03681a3606d9b920fbee3c"}, 881 | {file = "pillow-10.4.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dfe91cb65544a1321e631e696759491ae04a2ea11d36715eca01ce07284738be"}, 882 | {file = "pillow-10.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5dc6761a6efc781e6a1544206f22c80c3af4c8cf461206d46a1e6006e4429ff3"}, 883 | {file = "pillow-10.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5e84b6cc6a4a3d76c153a6b19270b3526a5a8ed6b09501d3af891daa2a9de7d6"}, 884 | {file = "pillow-10.4.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:bbc527b519bd3aa9d7f429d152fea69f9ad37c95f0b02aebddff592688998abe"}, 885 | {file = "pillow-10.4.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:76a911dfe51a36041f2e756b00f96ed84677cdeb75d25c767f296c1c1eda1319"}, 886 | {file = "pillow-10.4.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:59291fb29317122398786c2d44427bbd1a6d7ff54017075b22be9d21aa59bd8d"}, 887 | {file = "pillow-10.4.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:416d3a5d0e8cfe4f27f574362435bc9bae57f679a7158e0096ad2beb427b8696"}, 888 | {file = "pillow-10.4.0-cp311-cp311-win32.whl", hash = "sha256:7086cc1d5eebb91ad24ded9f58bec6c688e9f0ed7eb3dbbf1e4800280a896496"}, 889 | {file = "pillow-10.4.0-cp311-cp311-win_amd64.whl", hash = "sha256:cbed61494057c0f83b83eb3a310f0bf774b09513307c434d4366ed64f4128a91"}, 890 | {file = "pillow-10.4.0-cp311-cp311-win_arm64.whl", hash = "sha256:f5f0c3e969c8f12dd2bb7e0b15d5c468b51e5017e01e2e867335c81903046a22"}, 891 | {file = "pillow-10.4.0-cp312-cp312-macosx_10_10_x86_64.whl", hash = "sha256:673655af3eadf4df6b5457033f086e90299fdd7a47983a13827acf7459c15d94"}, 892 | {file = "pillow-10.4.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:866b6942a92f56300012f5fbac71f2d610312ee65e22f1aa2609e491284e5597"}, 893 | {file = "pillow-10.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29dbdc4207642ea6aad70fbde1a9338753d33fb23ed6956e706936706f52dd80"}, 894 | {file = "pillow-10.4.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bf2342ac639c4cf38799a44950bbc2dfcb685f052b9e262f446482afaf4bffca"}, 895 | {file = "pillow-10.4.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:f5b92f4d70791b4a67157321c4e8225d60b119c5cc9aee8ecf153aace4aad4ef"}, 896 | {file = "pillow-10.4.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:86dcb5a1eb778d8b25659d5e4341269e8590ad6b4e8b44d9f4b07f8d136c414a"}, 897 | {file = "pillow-10.4.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:780c072c2e11c9b2c7ca37f9a2ee8ba66f44367ac3e5c7832afcfe5104fd6d1b"}, 898 | {file = "pillow-10.4.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:37fb69d905be665f68f28a8bba3c6d3223c8efe1edf14cc4cfa06c241f8c81d9"}, 899 | {file = "pillow-10.4.0-cp312-cp312-win32.whl", hash = "sha256:7dfecdbad5c301d7b5bde160150b4db4c659cee2b69589705b6f8a0c509d9f42"}, 900 | {file = "pillow-10.4.0-cp312-cp312-win_amd64.whl", hash = "sha256:1d846aea995ad352d4bdcc847535bd56e0fd88d36829d2c90be880ef1ee4668a"}, 901 | {file = "pillow-10.4.0-cp312-cp312-win_arm64.whl", hash = "sha256:e553cad5179a66ba15bb18b353a19020e73a7921296a7979c4a2b7f6a5cd57f9"}, 902 | {file = "pillow-10.4.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8bc1a764ed8c957a2e9cacf97c8b2b053b70307cf2996aafd70e91a082e70df3"}, 903 | {file = "pillow-10.4.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:6209bb41dc692ddfee4942517c19ee81b86c864b626dbfca272ec0f7cff5d9fb"}, 904 | {file = "pillow-10.4.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bee197b30783295d2eb680b311af15a20a8b24024a19c3a26431ff83eb8d1f70"}, 905 | {file = "pillow-10.4.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1ef61f5dd14c300786318482456481463b9d6b91ebe5ef12f405afbba77ed0be"}, 906 | {file = "pillow-10.4.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:297e388da6e248c98bc4a02e018966af0c5f92dfacf5a5ca22fa01cb3179bca0"}, 907 | {file = "pillow-10.4.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:e4db64794ccdf6cb83a59d73405f63adbe2a1887012e308828596100a0b2f6cc"}, 908 | {file = "pillow-10.4.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bd2880a07482090a3bcb01f4265f1936a903d70bc740bfcb1fd4e8a2ffe5cf5a"}, 909 | {file = "pillow-10.4.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4b35b21b819ac1dbd1233317adeecd63495f6babf21b7b2512d244ff6c6ce309"}, 910 | {file = "pillow-10.4.0-cp313-cp313-win32.whl", hash = "sha256:551d3fd6e9dc15e4c1eb6fc4ba2b39c0c7933fa113b220057a34f4bb3268a060"}, 911 | {file = "pillow-10.4.0-cp313-cp313-win_amd64.whl", hash = "sha256:030abdbe43ee02e0de642aee345efa443740aa4d828bfe8e2eb11922ea6a21ea"}, 912 | {file = "pillow-10.4.0-cp313-cp313-win_arm64.whl", hash = "sha256:5b001114dd152cfd6b23befeb28d7aee43553e2402c9f159807bf55f33af8a8d"}, 913 | {file = "pillow-10.4.0-cp38-cp38-macosx_10_10_x86_64.whl", hash = "sha256:8d4d5063501b6dd4024b8ac2f04962d661222d120381272deea52e3fc52d3736"}, 914 | {file = "pillow-10.4.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:7c1ee6f42250df403c5f103cbd2768a28fe1a0ea1f0f03fe151c8741e1469c8b"}, 915 | {file = "pillow-10.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b15e02e9bb4c21e39876698abf233c8c579127986f8207200bc8a8f6bb27acf2"}, 916 | {file = "pillow-10.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7a8d4bade9952ea9a77d0c3e49cbd8b2890a399422258a77f357b9cc9be8d680"}, 917 | {file = "pillow-10.4.0-cp38-cp38-manylinux_2_28_aarch64.whl", hash = "sha256:43efea75eb06b95d1631cb784aa40156177bf9dd5b4b03ff38979e048258bc6b"}, 918 | {file = "pillow-10.4.0-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:950be4d8ba92aca4b2bb0741285a46bfae3ca699ef913ec8416c1b78eadd64cd"}, 919 | {file = "pillow-10.4.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:d7480af14364494365e89d6fddc510a13e5a2c3584cb19ef65415ca57252fb84"}, 920 | {file = "pillow-10.4.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:73664fe514b34c8f02452ffb73b7a92c6774e39a647087f83d67f010eb9a0cf0"}, 921 | {file = "pillow-10.4.0-cp38-cp38-win32.whl", hash = "sha256:e88d5e6ad0d026fba7bdab8c3f225a69f063f116462c49892b0149e21b6c0a0e"}, 922 | {file = "pillow-10.4.0-cp38-cp38-win_amd64.whl", hash = "sha256:5161eef006d335e46895297f642341111945e2c1c899eb406882a6c61a4357ab"}, 923 | {file = "pillow-10.4.0-cp39-cp39-macosx_10_10_x86_64.whl", hash = "sha256:0ae24a547e8b711ccaaf99c9ae3cd975470e1a30caa80a6aaee9a2f19c05701d"}, 924 | {file = "pillow-10.4.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:298478fe4f77a4408895605f3482b6cc6222c018b2ce565c2b6b9c354ac3229b"}, 925 | {file = "pillow-10.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:134ace6dc392116566980ee7436477d844520a26a4b1bd4053f6f47d096997fd"}, 926 | {file = "pillow-10.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:930044bb7679ab003b14023138b50181899da3f25de50e9dbee23b61b4de2126"}, 927 | {file = "pillow-10.4.0-cp39-cp39-manylinux_2_28_aarch64.whl", hash = "sha256:c76e5786951e72ed3686e122d14c5d7012f16c8303a674d18cdcd6d89557fc5b"}, 928 | {file = "pillow-10.4.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:b2724fdb354a868ddf9a880cb84d102da914e99119211ef7ecbdc613b8c96b3c"}, 929 | {file = "pillow-10.4.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:dbc6ae66518ab3c5847659e9988c3b60dc94ffb48ef9168656e0019a93dbf8a1"}, 930 | {file = "pillow-10.4.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:06b2f7898047ae93fad74467ec3d28fe84f7831370e3c258afa533f81ef7f3df"}, 931 | {file = "pillow-10.4.0-cp39-cp39-win32.whl", hash = "sha256:7970285ab628a3779aecc35823296a7869f889b8329c16ad5a71e4901a3dc4ef"}, 932 | {file = "pillow-10.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:961a7293b2457b405967af9c77dcaa43cc1a8cd50d23c532e62d48ab6cdd56f5"}, 933 | {file = "pillow-10.4.0-cp39-cp39-win_arm64.whl", hash = "sha256:32cda9e3d601a52baccb2856b8ea1fc213c90b340c542dcef77140dfa3278a9e"}, 934 | {file = "pillow-10.4.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5b4815f2e65b30f5fbae9dfffa8636d992d49705723fe86a3661806e069352d4"}, 935 | {file = "pillow-10.4.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:8f0aef4ef59694b12cadee839e2ba6afeab89c0f39a3adc02ed51d109117b8da"}, 936 | {file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9f4727572e2918acaa9077c919cbbeb73bd2b3ebcfe033b72f858fc9fbef0026"}, 937 | {file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ff25afb18123cea58a591ea0244b92eb1e61a1fd497bf6d6384f09bc3262ec3e"}, 938 | {file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:dc3e2db6ba09ffd7d02ae9141cfa0ae23393ee7687248d46a7507b75d610f4f5"}, 939 | {file = "pillow-10.4.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:02a2be69f9c9b8c1e97cf2713e789d4e398c751ecfd9967c18d0ce304efbf885"}, 940 | {file = "pillow-10.4.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:0755ffd4a0c6f267cccbae2e9903d95477ca2f77c4fcf3a3a09570001856c8a5"}, 941 | {file = "pillow-10.4.0-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:a02364621fe369e06200d4a16558e056fe2805d3468350df3aef21e00d26214b"}, 942 | {file = "pillow-10.4.0-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:1b5dea9831a90e9d0721ec417a80d4cbd7022093ac38a568db2dd78363b00908"}, 943 | {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b885f89040bb8c4a1573566bbb2f44f5c505ef6e74cec7ab9068c900047f04b"}, 944 | {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87dd88ded2e6d74d31e1e0a99a726a6765cda32d00ba72dc37f0651f306daaa8"}, 945 | {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:2db98790afc70118bd0255c2eeb465e9767ecf1f3c25f9a1abb8ffc8cfd1fe0a"}, 946 | {file = "pillow-10.4.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f7baece4ce06bade126fb84b8af1c33439a76d8a6fd818970215e0560ca28c27"}, 947 | {file = "pillow-10.4.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:cfdd747216947628af7b259d274771d84db2268ca062dd5faf373639d00113a3"}, 948 | {file = "pillow-10.4.0.tar.gz", hash = "sha256:166c1cd4d24309b30d61f79f4a9114b7b2313d7450912277855ff5dfd7cd4a06"}, 949 | ] 950 | 951 | [package.extras] 952 | docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"] 953 | fpx = ["olefile"] 954 | mic = ["olefile"] 955 | tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"] 956 | typing = ["typing-extensions"] 957 | xmp = ["defusedxml"] 958 | 959 | [[package]] 960 | name = "platformdirs" 961 | version = "4.3.3" 962 | description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`." 963 | optional = false 964 | python-versions = ">=3.8" 965 | files = [ 966 | {file = "platformdirs-4.3.3-py3-none-any.whl", hash = "sha256:50a5450e2e84f44539718293cbb1da0a0885c9d14adf21b77bae4e66fc99d9b5"}, 967 | {file = "platformdirs-4.3.3.tar.gz", hash = "sha256:d4e0b7d8ec176b341fb03cb11ca12d0276faa8c485f9cd218f613840463fc2c0"}, 968 | ] 969 | 970 | [package.extras] 971 | docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"] 972 | test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"] 973 | type = ["mypy (>=1.11.2)"] 974 | 975 | [[package]] 976 | name = "pluggy" 977 | version = "1.5.0" 978 | description = "plugin and hook calling mechanisms for python" 979 | optional = false 980 | python-versions = ">=3.8" 981 | files = [ 982 | {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"}, 983 | {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"}, 984 | ] 985 | 986 | [package.extras] 987 | dev = ["pre-commit", "tox"] 988 | testing = ["pytest", "pytest-benchmark"] 989 | 990 | [[package]] 991 | name = "pre-commit" 992 | version = "3.8.0" 993 | description = "A framework for managing and maintaining multi-language pre-commit hooks." 994 | optional = false 995 | python-versions = ">=3.9" 996 | files = [ 997 | {file = "pre_commit-3.8.0-py2.py3-none-any.whl", hash = "sha256:9a90a53bf82fdd8778d58085faf8d83df56e40dfe18f45b19446e26bf1b3a63f"}, 998 | {file = "pre_commit-3.8.0.tar.gz", hash = "sha256:8bb6494d4a20423842e198980c9ecf9f96607a07ea29549e180eef9ae80fe7af"}, 999 | ] 1000 | 1001 | [package.dependencies] 1002 | cfgv = ">=2.0.0" 1003 | identify = ">=1.0.0" 1004 | nodeenv = ">=0.11.1" 1005 | pyyaml = ">=5.1" 1006 | virtualenv = ">=20.10.0" 1007 | 1008 | [[package]] 1009 | name = "pygments" 1010 | version = "2.18.0" 1011 | description = "Pygments is a syntax highlighting package written in Python." 1012 | optional = false 1013 | python-versions = ">=3.8" 1014 | files = [ 1015 | {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"}, 1016 | {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"}, 1017 | ] 1018 | 1019 | [package.extras] 1020 | windows-terminal = ["colorama (>=0.4.6)"] 1021 | 1022 | [[package]] 1023 | name = "pytest" 1024 | version = "8.3.3" 1025 | description = "pytest: simple powerful testing with Python" 1026 | optional = false 1027 | python-versions = ">=3.8" 1028 | files = [ 1029 | {file = "pytest-8.3.3-py3-none-any.whl", hash = "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2"}, 1030 | {file = "pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181"}, 1031 | ] 1032 | 1033 | [package.dependencies] 1034 | colorama = {version = "*", markers = "sys_platform == \"win32\""} 1035 | exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""} 1036 | iniconfig = "*" 1037 | packaging = "*" 1038 | pluggy = ">=1.5,<2" 1039 | tomli = {version = ">=1", markers = "python_version < \"3.11\""} 1040 | 1041 | [package.extras] 1042 | dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] 1043 | 1044 | [[package]] 1045 | name = "pyyaml" 1046 | version = "6.0.2" 1047 | description = "YAML parser and emitter for Python" 1048 | optional = false 1049 | python-versions = ">=3.8" 1050 | files = [ 1051 | {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"}, 1052 | {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"}, 1053 | {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8824b5a04a04a047e72eea5cec3bc266db09e35de6bdfe34c9436ac5ee27d237"}, 1054 | {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7c36280e6fb8385e520936c3cb3b8042851904eba0e58d277dca80a5cfed590b"}, 1055 | {file = "PyYAML-6.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed"}, 1056 | {file = "PyYAML-6.0.2-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:936d68689298c36b53b29f23c6dbb74de12b4ac12ca6cfe0e047bedceea56180"}, 1057 | {file = "PyYAML-6.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:23502f431948090f597378482b4812b0caae32c22213aecf3b55325e049a6c68"}, 1058 | {file = "PyYAML-6.0.2-cp310-cp310-win32.whl", hash = "sha256:2e99c6826ffa974fe6e27cdb5ed0021786b03fc98e5ee3c5bfe1fd5015f42b99"}, 1059 | {file = "PyYAML-6.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:a4d3091415f010369ae4ed1fc6b79def9416358877534caf6a0fdd2146c87a3e"}, 1060 | {file = "PyYAML-6.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:cc1c1159b3d456576af7a3e4d1ba7e6924cb39de8f67111c735f6fc832082774"}, 1061 | {file = "PyYAML-6.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1e2120ef853f59c7419231f3bf4e7021f1b936f6ebd222406c3b60212205d2ee"}, 1062 | {file = "PyYAML-6.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5d225db5a45f21e78dd9358e58a98702a0302f2659a3c6cd320564b75b86f47c"}, 1063 | {file = "PyYAML-6.0.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5ac9328ec4831237bec75defaf839f7d4564be1e6b25ac710bd1a96321cc8317"}, 1064 | {file = "PyYAML-6.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3ad2a3decf9aaba3d29c8f537ac4b243e36bef957511b4766cb0057d32b0be85"}, 1065 | {file = "PyYAML-6.0.2-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4"}, 1066 | {file = "PyYAML-6.0.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:797b4f722ffa07cc8d62053e4cff1486fa6dc094105d13fea7b1de7d8bf71c9e"}, 1067 | {file = "PyYAML-6.0.2-cp311-cp311-win32.whl", hash = "sha256:11d8f3dd2b9c1207dcaf2ee0bbbfd5991f571186ec9cc78427ba5bd32afae4b5"}, 1068 | {file = "PyYAML-6.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44"}, 1069 | {file = "PyYAML-6.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab"}, 1070 | {file = "PyYAML-6.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725"}, 1071 | {file = "PyYAML-6.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1f71ea527786de97d1a0cc0eacd1defc0985dcf6b3f17bb77dcfc8c34bec4dc5"}, 1072 | {file = "PyYAML-6.0.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425"}, 1073 | {file = "PyYAML-6.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:80bab7bfc629882493af4aa31a4cfa43a4c57c83813253626916b8c7ada83476"}, 1074 | {file = "PyYAML-6.0.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:0833f8694549e586547b576dcfaba4a6b55b9e96098b36cdc7ebefe667dfed48"}, 1075 | {file = "PyYAML-6.0.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b"}, 1076 | {file = "PyYAML-6.0.2-cp312-cp312-win32.whl", hash = "sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4"}, 1077 | {file = "PyYAML-6.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:7e7401d0de89a9a855c839bc697c079a4af81cf878373abd7dc625847d25cbd8"}, 1078 | {file = "PyYAML-6.0.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba"}, 1079 | {file = "PyYAML-6.0.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:50187695423ffe49e2deacb8cd10510bc361faac997de9efef88badc3bb9e2d1"}, 1080 | {file = "PyYAML-6.0.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0ffe8360bab4910ef1b9e87fb812d8bc0a308b0d0eef8c8f44e0254ab3b07133"}, 1081 | {file = "PyYAML-6.0.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:17e311b6c678207928d649faa7cb0d7b4c26a0ba73d41e99c4fff6b6c3276484"}, 1082 | {file = "PyYAML-6.0.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70b189594dbe54f75ab3a1acec5f1e3faa7e8cf2f1e08d9b561cb41b845f69d5"}, 1083 | {file = "PyYAML-6.0.2-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:41e4e3953a79407c794916fa277a82531dd93aad34e29c2a514c2c0c5fe971cc"}, 1084 | {file = "PyYAML-6.0.2-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:68ccc6023a3400877818152ad9a1033e3db8625d899c72eacb5a668902e4d652"}, 1085 | {file = "PyYAML-6.0.2-cp313-cp313-win32.whl", hash = "sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183"}, 1086 | {file = "PyYAML-6.0.2-cp313-cp313-win_amd64.whl", hash = "sha256:8388ee1976c416731879ac16da0aff3f63b286ffdd57cdeb95f3f2e085687563"}, 1087 | {file = "PyYAML-6.0.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:24471b829b3bf607e04e88d79542a9d48bb037c2267d7927a874e6c205ca7e9a"}, 1088 | {file = "PyYAML-6.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7fded462629cfa4b685c5416b949ebad6cec74af5e2d42905d41e257e0869f5"}, 1089 | {file = "PyYAML-6.0.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d84a1718ee396f54f3a086ea0a66d8e552b2ab2017ef8b420e92edbc841c352d"}, 1090 | {file = "PyYAML-6.0.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9056c1ecd25795207ad294bcf39f2db3d845767be0ea6e6a34d856f006006083"}, 1091 | {file = "PyYAML-6.0.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:82d09873e40955485746739bcb8b4586983670466c23382c19cffecbf1fd8706"}, 1092 | {file = "PyYAML-6.0.2-cp38-cp38-win32.whl", hash = "sha256:43fa96a3ca0d6b1812e01ced1044a003533c47f6ee8aca31724f78e93ccc089a"}, 1093 | {file = "PyYAML-6.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:01179a4a8559ab5de078078f37e5c1a30d76bb88519906844fd7bdea1b7729ff"}, 1094 | {file = "PyYAML-6.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:688ba32a1cffef67fd2e9398a2efebaea461578b0923624778664cc1c914db5d"}, 1095 | {file = "PyYAML-6.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a8786accb172bd8afb8be14490a16625cbc387036876ab6ba70912730faf8e1f"}, 1096 | {file = "PyYAML-6.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d8e03406cac8513435335dbab54c0d385e4a49e4945d2909a581c83647ca0290"}, 1097 | {file = "PyYAML-6.0.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f753120cb8181e736c57ef7636e83f31b9c0d1722c516f7e86cf15b7aa57ff12"}, 1098 | {file = "PyYAML-6.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3b1fdb9dc17f5a7677423d508ab4f243a726dea51fa5e70992e59a7411c89d19"}, 1099 | {file = "PyYAML-6.0.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:0b69e4ce7a131fe56b7e4d770c67429700908fc0752af059838b1cfb41960e4e"}, 1100 | {file = "PyYAML-6.0.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a9f8c2e67970f13b16084e04f134610fd1d374bf477b17ec1599185cf611d725"}, 1101 | {file = "PyYAML-6.0.2-cp39-cp39-win32.whl", hash = "sha256:6395c297d42274772abc367baaa79683958044e5d3835486c16da75d2a694631"}, 1102 | {file = "PyYAML-6.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:39693e1f8320ae4f43943590b49779ffb98acb81f788220ea932a6b6c51004d8"}, 1103 | {file = "pyyaml-6.0.2.tar.gz", hash = "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e"}, 1104 | ] 1105 | 1106 | [[package]] 1107 | name = "requests" 1108 | version = "2.32.3" 1109 | description = "Python HTTP for Humans." 1110 | optional = false 1111 | python-versions = ">=3.8" 1112 | files = [ 1113 | {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"}, 1114 | {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"}, 1115 | ] 1116 | 1117 | [package.dependencies] 1118 | certifi = ">=2017.4.17" 1119 | charset-normalizer = ">=2,<4" 1120 | idna = ">=2.5,<4" 1121 | urllib3 = ">=1.21.1,<3" 1122 | 1123 | [package.extras] 1124 | socks = ["PySocks (>=1.5.6,!=1.5.7)"] 1125 | use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] 1126 | 1127 | [[package]] 1128 | name = "rich" 1129 | version = "13.8.1" 1130 | description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal" 1131 | optional = false 1132 | python-versions = ">=3.7.0" 1133 | files = [ 1134 | {file = "rich-13.8.1-py3-none-any.whl", hash = "sha256:1760a3c0848469b97b558fc61c85233e3dafb69c7a071b4d60c38099d3cd4c06"}, 1135 | {file = "rich-13.8.1.tar.gz", hash = "sha256:8260cda28e3db6bf04d2d1ef4dbc03ba80a824c88b0e7668a0f23126a424844a"}, 1136 | ] 1137 | 1138 | [package.dependencies] 1139 | markdown-it-py = ">=2.2.0" 1140 | pygments = ">=2.13.0,<3.0.0" 1141 | 1142 | [package.extras] 1143 | jupyter = ["ipywidgets (>=7.5.1,<9)"] 1144 | 1145 | [[package]] 1146 | name = "safetensors" 1147 | version = "0.4.5" 1148 | description = "" 1149 | optional = false 1150 | python-versions = ">=3.7" 1151 | files = [ 1152 | {file = "safetensors-0.4.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:a63eaccd22243c67e4f2b1c3e258b257effc4acd78f3b9d397edc8cf8f1298a7"}, 1153 | {file = "safetensors-0.4.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:23fc9b4ec7b602915cbb4ec1a7c1ad96d2743c322f20ab709e2c35d1b66dad27"}, 1154 | {file = "safetensors-0.4.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6885016f34bef80ea1085b7e99b3c1f92cb1be78a49839203060f67b40aee761"}, 1155 | {file = "safetensors-0.4.5-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:133620f443450429322f238fda74d512c4008621227fccf2f8cf4a76206fea7c"}, 1156 | {file = "safetensors-0.4.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4fb3e0609ec12d2a77e882f07cced530b8262027f64b75d399f1504ffec0ba56"}, 1157 | {file = "safetensors-0.4.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d0f1dd769f064adc33831f5e97ad07babbd728427f98e3e1db6902e369122737"}, 1158 | {file = "safetensors-0.4.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c6d156bdb26732feada84f9388a9f135528c1ef5b05fae153da365ad4319c4c5"}, 1159 | {file = "safetensors-0.4.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9e347d77e2c77eb7624400ccd09bed69d35c0332f417ce8c048d404a096c593b"}, 1160 | {file = "safetensors-0.4.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:9f556eea3aec1d3d955403159fe2123ddd68e880f83954ee9b4a3f2e15e716b6"}, 1161 | {file = "safetensors-0.4.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:9483f42be3b6bc8ff77dd67302de8ae411c4db39f7224dec66b0eb95822e4163"}, 1162 | {file = "safetensors-0.4.5-cp310-none-win32.whl", hash = "sha256:7389129c03fadd1ccc37fd1ebbc773f2b031483b04700923c3511d2a939252cc"}, 1163 | {file = "safetensors-0.4.5-cp310-none-win_amd64.whl", hash = "sha256:e98ef5524f8b6620c8cdef97220c0b6a5c1cef69852fcd2f174bb96c2bb316b1"}, 1164 | {file = "safetensors-0.4.5-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:21f848d7aebd5954f92538552d6d75f7c1b4500f51664078b5b49720d180e47c"}, 1165 | {file = "safetensors-0.4.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:bb07000b19d41e35eecef9a454f31a8b4718a185293f0d0b1c4b61d6e4487971"}, 1166 | {file = "safetensors-0.4.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09dedf7c2fda934ee68143202acff6e9e8eb0ddeeb4cfc24182bef999efa9f42"}, 1167 | {file = "safetensors-0.4.5-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:59b77e4b7a708988d84f26de3ebead61ef1659c73dcbc9946c18f3b1786d2688"}, 1168 | {file = "safetensors-0.4.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5d3bc83e14d67adc2e9387e511097f254bd1b43c3020440e708858c684cbac68"}, 1169 | {file = "safetensors-0.4.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:39371fc551c1072976073ab258c3119395294cf49cdc1f8476794627de3130df"}, 1170 | {file = "safetensors-0.4.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a6c19feda32b931cae0acd42748a670bdf56bee6476a046af20181ad3fee4090"}, 1171 | {file = "safetensors-0.4.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a659467495de201e2f282063808a41170448c78bada1e62707b07a27b05e6943"}, 1172 | {file = "safetensors-0.4.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:bad5e4b2476949bcd638a89f71b6916fa9a5cae5c1ae7eede337aca2100435c0"}, 1173 | {file = "safetensors-0.4.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:a3a315a6d0054bc6889a17f5668a73f94f7fe55121ff59e0a199e3519c08565f"}, 1174 | {file = "safetensors-0.4.5-cp311-none-win32.whl", hash = "sha256:a01e232e6d3d5cf8b1667bc3b657a77bdab73f0743c26c1d3c5dd7ce86bd3a92"}, 1175 | {file = "safetensors-0.4.5-cp311-none-win_amd64.whl", hash = "sha256:cbd39cae1ad3e3ef6f63a6f07296b080c951f24cec60188378e43d3713000c04"}, 1176 | {file = "safetensors-0.4.5-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:473300314e026bd1043cef391bb16a8689453363381561b8a3e443870937cc1e"}, 1177 | {file = "safetensors-0.4.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:801183a0f76dc647f51a2d9141ad341f9665602a7899a693207a82fb102cc53e"}, 1178 | {file = "safetensors-0.4.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1524b54246e422ad6fb6aea1ac71edeeb77666efa67230e1faf6999df9b2e27f"}, 1179 | {file = "safetensors-0.4.5-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b3139098e3e8b2ad7afbca96d30ad29157b50c90861084e69fcb80dec7430461"}, 1180 | {file = "safetensors-0.4.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:65573dc35be9059770808e276b017256fa30058802c29e1038eb1c00028502ea"}, 1181 | {file = "safetensors-0.4.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fd33da8e9407559f8779c82a0448e2133737f922d71f884da27184549416bfed"}, 1182 | {file = "safetensors-0.4.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3685ce7ed036f916316b567152482b7e959dc754fcc4a8342333d222e05f407c"}, 1183 | {file = "safetensors-0.4.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:dde2bf390d25f67908278d6f5d59e46211ef98e44108727084d4637ee70ab4f1"}, 1184 | {file = "safetensors-0.4.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:7469d70d3de970b1698d47c11ebbf296a308702cbaae7fcb993944751cf985f4"}, 1185 | {file = "safetensors-0.4.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:3a6ba28118636a130ccbb968bc33d4684c48678695dba2590169d5ab03a45646"}, 1186 | {file = "safetensors-0.4.5-cp312-none-win32.whl", hash = "sha256:c859c7ed90b0047f58ee27751c8e56951452ed36a67afee1b0a87847d065eec6"}, 1187 | {file = "safetensors-0.4.5-cp312-none-win_amd64.whl", hash = "sha256:b5a8810ad6a6f933fff6c276eae92c1da217b39b4d8b1bc1c0b8af2d270dc532"}, 1188 | {file = "safetensors-0.4.5-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:25e5f8e2e92a74f05b4ca55686234c32aac19927903792b30ee6d7bd5653d54e"}, 1189 | {file = "safetensors-0.4.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:81efb124b58af39fcd684254c645e35692fea81c51627259cdf6d67ff4458916"}, 1190 | {file = "safetensors-0.4.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:585f1703a518b437f5103aa9cf70e9bd437cb78eea9c51024329e4fb8a3e3679"}, 1191 | {file = "safetensors-0.4.5-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4b99fbf72e3faf0b2f5f16e5e3458b93b7d0a83984fe8d5364c60aa169f2da89"}, 1192 | {file = "safetensors-0.4.5-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b17b299ca9966ca983ecda1c0791a3f07f9ca6ab5ded8ef3d283fff45f6bcd5f"}, 1193 | {file = "safetensors-0.4.5-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:76ded72f69209c9780fdb23ea89e56d35c54ae6abcdec67ccb22af8e696e449a"}, 1194 | {file = "safetensors-0.4.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2783956926303dcfeb1de91a4d1204cd4089ab441e622e7caee0642281109db3"}, 1195 | {file = "safetensors-0.4.5-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d94581aab8c6b204def4d7320f07534d6ee34cd4855688004a4354e63b639a35"}, 1196 | {file = "safetensors-0.4.5-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:67e1e7cb8678bb1b37ac48ec0df04faf689e2f4e9e81e566b5c63d9f23748523"}, 1197 | {file = "safetensors-0.4.5-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:dbd280b07e6054ea68b0cb4b16ad9703e7d63cd6890f577cb98acc5354780142"}, 1198 | {file = "safetensors-0.4.5-cp37-cp37m-macosx_10_12_x86_64.whl", hash = "sha256:77d9b228da8374c7262046a36c1f656ba32a93df6cc51cd4453af932011e77f1"}, 1199 | {file = "safetensors-0.4.5-cp37-cp37m-macosx_11_0_arm64.whl", hash = "sha256:500cac01d50b301ab7bb192353317035011c5ceeef0fca652f9f43c000bb7f8d"}, 1200 | {file = "safetensors-0.4.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:75331c0c746f03158ded32465b7d0b0e24c5a22121743662a2393439c43a45cf"}, 1201 | {file = "safetensors-0.4.5-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:670e95fe34e0d591d0529e5e59fd9d3d72bc77b1444fcaa14dccda4f36b5a38b"}, 1202 | {file = "safetensors-0.4.5-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:098923e2574ff237c517d6e840acada8e5b311cb1fa226019105ed82e9c3b62f"}, 1203 | {file = "safetensors-0.4.5-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:13ca0902d2648775089fa6a0c8fc9e6390c5f8ee576517d33f9261656f851e3f"}, 1204 | {file = "safetensors-0.4.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5f0032bedc869c56f8d26259fe39cd21c5199cd57f2228d817a0e23e8370af25"}, 1205 | {file = "safetensors-0.4.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f4b15f51b4f8f2a512341d9ce3475cacc19c5fdfc5db1f0e19449e75f95c7dc8"}, 1206 | {file = "safetensors-0.4.5-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:f6594d130d0ad933d885c6a7b75c5183cb0e8450f799b80a39eae2b8508955eb"}, 1207 | {file = "safetensors-0.4.5-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:60c828a27e852ded2c85fc0f87bf1ec20e464c5cd4d56ff0e0711855cc2e17f8"}, 1208 | {file = "safetensors-0.4.5-cp37-none-win32.whl", hash = "sha256:6d3de65718b86c3eeaa8b73a9c3d123f9307a96bbd7be9698e21e76a56443af5"}, 1209 | {file = "safetensors-0.4.5-cp37-none-win_amd64.whl", hash = "sha256:5a2d68a523a4cefd791156a4174189a4114cf0bf9c50ceb89f261600f3b2b81a"}, 1210 | {file = "safetensors-0.4.5-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:e7a97058f96340850da0601a3309f3d29d6191b0702b2da201e54c6e3e44ccf0"}, 1211 | {file = "safetensors-0.4.5-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:63bfd425e25f5c733f572e2246e08a1c38bd6f2e027d3f7c87e2e43f228d1345"}, 1212 | {file = "safetensors-0.4.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3664ac565d0e809b0b929dae7ccd74e4d3273cd0c6d1220c6430035befb678e"}, 1213 | {file = "safetensors-0.4.5-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:313514b0b9b73ff4ddfb4edd71860696dbe3c1c9dc4d5cc13dbd74da283d2cbf"}, 1214 | {file = "safetensors-0.4.5-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:31fa33ee326f750a2f2134a6174773c281d9a266ccd000bd4686d8021f1f3dac"}, 1215 | {file = "safetensors-0.4.5-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:09566792588d77b68abe53754c9f1308fadd35c9f87be939e22c623eaacbed6b"}, 1216 | {file = "safetensors-0.4.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:309aaec9b66cbf07ad3a2e5cb8a03205663324fea024ba391594423d0f00d9fe"}, 1217 | {file = "safetensors-0.4.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:53946c5813b8f9e26103c5efff4a931cc45d874f45229edd68557ffb35ffb9f8"}, 1218 | {file = "safetensors-0.4.5-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:868f9df9e99ad1e7f38c52194063a982bc88fedc7d05096f4f8160403aaf4bd6"}, 1219 | {file = "safetensors-0.4.5-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:9cc9449bd0b0bc538bd5e268221f0c5590bc5c14c1934a6ae359d44410dc68c4"}, 1220 | {file = "safetensors-0.4.5-cp38-none-win32.whl", hash = "sha256:83c4f13a9e687335c3928f615cd63a37e3f8ef072a3f2a0599fa09f863fb06a2"}, 1221 | {file = "safetensors-0.4.5-cp38-none-win_amd64.whl", hash = "sha256:b98d40a2ffa560653f6274e15b27b3544e8e3713a44627ce268f419f35c49478"}, 1222 | {file = "safetensors-0.4.5-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:cf727bb1281d66699bef5683b04d98c894a2803442c490a8d45cd365abfbdeb2"}, 1223 | {file = "safetensors-0.4.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:96f1d038c827cdc552d97e71f522e1049fef0542be575421f7684756a748e457"}, 1224 | {file = "safetensors-0.4.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:139fbee92570ecea774e6344fee908907db79646d00b12c535f66bc78bd5ea2c"}, 1225 | {file = "safetensors-0.4.5-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:c36302c1c69eebb383775a89645a32b9d266878fab619819ce660309d6176c9b"}, 1226 | {file = "safetensors-0.4.5-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d641f5b8149ea98deb5ffcf604d764aad1de38a8285f86771ce1abf8e74c4891"}, 1227 | {file = "safetensors-0.4.5-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b4db6a61d968de73722b858038c616a1bebd4a86abe2688e46ca0cc2d17558f2"}, 1228 | {file = "safetensors-0.4.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b75a616e02f21b6f1d5785b20cecbab5e2bd3f6358a90e8925b813d557666ec1"}, 1229 | {file = "safetensors-0.4.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:788ee7d04cc0e0e7f944c52ff05f52a4415b312f5efd2ee66389fb7685ee030c"}, 1230 | {file = "safetensors-0.4.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:87bc42bd04fd9ca31396d3ca0433db0be1411b6b53ac5a32b7845a85d01ffc2e"}, 1231 | {file = "safetensors-0.4.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:4037676c86365a721a8c9510323a51861d703b399b78a6b4486a54a65a975fca"}, 1232 | {file = "safetensors-0.4.5-cp39-none-win32.whl", hash = "sha256:1500418454529d0ed5c1564bda376c4ddff43f30fce9517d9bee7bcce5a8ef50"}, 1233 | {file = "safetensors-0.4.5-cp39-none-win_amd64.whl", hash = "sha256:9d1a94b9d793ed8fe35ab6d5cea28d540a46559bafc6aae98f30ee0867000cab"}, 1234 | {file = "safetensors-0.4.5-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:fdadf66b5a22ceb645d5435a0be7a0292ce59648ca1d46b352f13cff3ea80410"}, 1235 | {file = "safetensors-0.4.5-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:d42ffd4c2259f31832cb17ff866c111684c87bd930892a1ba53fed28370c918c"}, 1236 | {file = "safetensors-0.4.5-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dd8a1f6d2063a92cd04145c7fd9e31a1c7d85fbec20113a14b487563fdbc0597"}, 1237 | {file = "safetensors-0.4.5-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:951d2fcf1817f4fb0ef0b48f6696688a4e852a95922a042b3f96aaa67eedc920"}, 1238 | {file = "safetensors-0.4.5-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6ac85d9a8c1af0e3132371d9f2d134695a06a96993c2e2f0bbe25debb9e3f67a"}, 1239 | {file = "safetensors-0.4.5-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:e3cec4a29eb7fe8da0b1c7988bc3828183080439dd559f720414450de076fcab"}, 1240 | {file = "safetensors-0.4.5-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:21742b391b859e67b26c0b2ac37f52c9c0944a879a25ad2f9f9f3cd61e7fda8f"}, 1241 | {file = "safetensors-0.4.5-pp37-pypy37_pp73-macosx_10_12_x86_64.whl", hash = "sha256:c7db3006a4915151ce1913652e907cdede299b974641a83fbc092102ac41b644"}, 1242 | {file = "safetensors-0.4.5-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f68bf99ea970960a237f416ea394e266e0361895753df06e3e06e6ea7907d98b"}, 1243 | {file = "safetensors-0.4.5-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8158938cf3324172df024da511839d373c40fbfaa83e9abf467174b2910d7b4c"}, 1244 | {file = "safetensors-0.4.5-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:540ce6c4bf6b58cb0fd93fa5f143bc0ee341c93bb4f9287ccd92cf898cc1b0dd"}, 1245 | {file = "safetensors-0.4.5-pp37-pypy37_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:bfeaa1a699c6b9ed514bd15e6a91e74738b71125a9292159e3d6b7f0a53d2cde"}, 1246 | {file = "safetensors-0.4.5-pp37-pypy37_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:01c8f00da537af711979e1b42a69a8ec9e1d7112f208e0e9b8a35d2c381085ef"}, 1247 | {file = "safetensors-0.4.5-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:a0dd565f83b30f2ca79b5d35748d0d99dd4b3454f80e03dfb41f0038e3bdf180"}, 1248 | {file = "safetensors-0.4.5-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:023b6e5facda76989f4cba95a861b7e656b87e225f61811065d5c501f78cdb3f"}, 1249 | {file = "safetensors-0.4.5-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9633b663393d5796f0b60249549371e392b75a0b955c07e9c6f8708a87fc841f"}, 1250 | {file = "safetensors-0.4.5-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:78dd8adfb48716233c45f676d6e48534d34b4bceb50162c13d1f0bdf6f78590a"}, 1251 | {file = "safetensors-0.4.5-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:8e8deb16c4321d61ae72533b8451ec4a9af8656d1c61ff81aa49f966406e4b68"}, 1252 | {file = "safetensors-0.4.5-pp38-pypy38_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:52452fa5999dc50c4decaf0c53aa28371f7f1e0fe5c2dd9129059fbe1e1599c7"}, 1253 | {file = "safetensors-0.4.5-pp38-pypy38_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:d5f23198821e227cfc52d50fa989813513db381255c6d100927b012f0cfec63d"}, 1254 | {file = "safetensors-0.4.5-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:f4beb84b6073b1247a773141a6331117e35d07134b3bb0383003f39971d414bb"}, 1255 | {file = "safetensors-0.4.5-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:68814d599d25ed2fdd045ed54d370d1d03cf35e02dce56de44c651f828fb9b7b"}, 1256 | {file = "safetensors-0.4.5-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f0b6453c54c57c1781292c46593f8a37254b8b99004c68d6c3ce229688931a22"}, 1257 | {file = "safetensors-0.4.5-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:adaa9c6dead67e2dd90d634f89131e43162012479d86e25618e821a03d1eb1dc"}, 1258 | {file = "safetensors-0.4.5-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:73e7d408e9012cd17511b382b43547850969c7979efc2bc353f317abaf23c84c"}, 1259 | {file = "safetensors-0.4.5-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:775409ce0fcc58b10773fdb4221ed1eb007de10fe7adbdf8f5e8a56096b6f0bc"}, 1260 | {file = "safetensors-0.4.5-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:834001bed193e4440c4a3950a31059523ee5090605c907c66808664c932b549c"}, 1261 | {file = "safetensors-0.4.5.tar.gz", hash = "sha256:d73de19682deabb02524b3d5d1f8b3aaba94c72f1bbfc7911b9b9d5d391c0310"}, 1262 | ] 1263 | 1264 | [package.extras] 1265 | all = ["safetensors[jax]", "safetensors[numpy]", "safetensors[paddlepaddle]", "safetensors[pinned-tf]", "safetensors[quality]", "safetensors[testing]", "safetensors[torch]"] 1266 | dev = ["safetensors[all]"] 1267 | jax = ["flax (>=0.6.3)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)", "safetensors[numpy]"] 1268 | mlx = ["mlx (>=0.0.9)"] 1269 | numpy = ["numpy (>=1.21.6)"] 1270 | paddlepaddle = ["paddlepaddle (>=2.4.1)", "safetensors[numpy]"] 1271 | pinned-tf = ["safetensors[numpy]", "tensorflow (==2.11.0)"] 1272 | quality = ["black (==22.3)", "click (==8.0.4)", "flake8 (>=3.8.3)", "isort (>=5.5.4)"] 1273 | tensorflow = ["safetensors[numpy]", "tensorflow (>=2.11.0)"] 1274 | testing = ["h5py (>=3.7.0)", "huggingface-hub (>=0.12.1)", "hypothesis (>=6.70.2)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "safetensors[numpy]", "setuptools-rust (>=1.5.2)"] 1275 | torch = ["safetensors[numpy]", "torch (>=1.10)"] 1276 | 1277 | [[package]] 1278 | name = "setuptools" 1279 | version = "74.1.2" 1280 | description = "Easily download, build, install, upgrade, and uninstall Python packages" 1281 | optional = false 1282 | python-versions = ">=3.8" 1283 | files = [ 1284 | {file = "setuptools-74.1.2-py3-none-any.whl", hash = "sha256:5f4c08aa4d3ebcb57a50c33b1b07e94315d7fc7230f7115e47fc99776c8ce308"}, 1285 | {file = "setuptools-74.1.2.tar.gz", hash = "sha256:95b40ed940a1c67eb70fc099094bd6e99c6ee7c23aa2306f4d2697ba7916f9c6"}, 1286 | ] 1287 | 1288 | [package.extras] 1289 | check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.5.2)"] 1290 | core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"] 1291 | cover = ["pytest-cov"] 1292 | doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"] 1293 | enabler = ["pytest-enabler (>=2.2)"] 1294 | test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"] 1295 | type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.11.*)", "pytest-mypy"] 1296 | 1297 | [[package]] 1298 | name = "shellingham" 1299 | version = "1.5.4" 1300 | description = "Tool to Detect Surrounding Shell" 1301 | optional = false 1302 | python-versions = ">=3.7" 1303 | files = [ 1304 | {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"}, 1305 | {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"}, 1306 | ] 1307 | 1308 | [[package]] 1309 | name = "sympy" 1310 | version = "1.13.2" 1311 | description = "Computer algebra system (CAS) in Python" 1312 | optional = false 1313 | python-versions = ">=3.8" 1314 | files = [ 1315 | {file = "sympy-1.13.2-py3-none-any.whl", hash = "sha256:c51d75517712f1aed280d4ce58506a4a88d635d6b5dd48b39102a7ae1f3fcfe9"}, 1316 | {file = "sympy-1.13.2.tar.gz", hash = "sha256:401449d84d07be9d0c7a46a64bd54fe097667d5e7181bfe67ec777be9e01cb13"}, 1317 | ] 1318 | 1319 | [package.dependencies] 1320 | mpmath = ">=1.1.0,<1.4" 1321 | 1322 | [package.extras] 1323 | dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"] 1324 | 1325 | [[package]] 1326 | name = "timm" 1327 | version = "1.0.9" 1328 | description = "PyTorch Image Models" 1329 | optional = false 1330 | python-versions = ">=3.8" 1331 | files = [ 1332 | {file = "timm-1.0.9-py3-none-any.whl", hash = "sha256:ce5a4bac57a6cbb2be4ee35dc4ce689eede10d647e48dd1836106e2cc199693b"}, 1333 | {file = "timm-1.0.9.tar.gz", hash = "sha256:69523aa2c34820cc6db37005302b5e42ddd60c30f476643f133ead4a8c5b5533"}, 1334 | ] 1335 | 1336 | [package.dependencies] 1337 | huggingface_hub = "*" 1338 | pyyaml = "*" 1339 | safetensors = "*" 1340 | torch = "*" 1341 | torchvision = "*" 1342 | 1343 | [[package]] 1344 | name = "tomli" 1345 | version = "2.0.1" 1346 | description = "A lil' TOML parser" 1347 | optional = false 1348 | python-versions = ">=3.7" 1349 | files = [ 1350 | {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"}, 1351 | {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"}, 1352 | ] 1353 | 1354 | [[package]] 1355 | name = "torch" 1356 | version = "2.4.1" 1357 | description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration" 1358 | optional = false 1359 | python-versions = ">=3.8.0" 1360 | files = [ 1361 | {file = "torch-2.4.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:362f82e23a4cd46341daabb76fba08f04cd646df9bfaf5da50af97cb60ca4971"}, 1362 | {file = "torch-2.4.1-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:e8ac1985c3ff0f60d85b991954cfc2cc25f79c84545aead422763148ed2759e3"}, 1363 | {file = "torch-2.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:91e326e2ccfb1496e3bee58f70ef605aeb27bd26be07ba64f37dcaac3d070ada"}, 1364 | {file = "torch-2.4.1-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:d36a8ef100f5bff3e9c3cea934b9e0d7ea277cb8210c7152d34a9a6c5830eadd"}, 1365 | {file = "torch-2.4.1-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:0b5f88afdfa05a335d80351e3cea57d38e578c8689f751d35e0ff36bce872113"}, 1366 | {file = "torch-2.4.1-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:ef503165f2341942bfdf2bd520152f19540d0c0e34961232f134dc59ad435be8"}, 1367 | {file = "torch-2.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:092e7c2280c860eff762ac08c4bdcd53d701677851670695e0c22d6d345b269c"}, 1368 | {file = "torch-2.4.1-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:ddddbd8b066e743934a4200b3d54267a46db02106876d21cf31f7da7a96f98ea"}, 1369 | {file = "torch-2.4.1-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:fdc4fe11db3eb93c1115d3e973a27ac7c1a8318af8934ffa36b0370efe28e042"}, 1370 | {file = "torch-2.4.1-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:18835374f599207a9e82c262153c20ddf42ea49bc76b6eadad8e5f49729f6e4d"}, 1371 | {file = "torch-2.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:ebea70ff30544fc021d441ce6b219a88b67524f01170b1c538d7d3ebb5e7f56c"}, 1372 | {file = "torch-2.4.1-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:72b484d5b6cec1a735bf3fa5a1c4883d01748698c5e9cfdbeb4ffab7c7987e0d"}, 1373 | {file = "torch-2.4.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:c99e1db4bf0c5347107845d715b4aa1097e601bdc36343d758963055e9599d93"}, 1374 | {file = "torch-2.4.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:b57f07e92858db78c5b72857b4f0b33a65b00dc5d68e7948a8494b0314efb880"}, 1375 | {file = "torch-2.4.1-cp38-cp38-win_amd64.whl", hash = "sha256:f18197f3f7c15cde2115892b64f17c80dbf01ed72b008020e7da339902742cf6"}, 1376 | {file = "torch-2.4.1-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:5fc1d4d7ed265ef853579caf272686d1ed87cebdcd04f2a498f800ffc53dab71"}, 1377 | {file = "torch-2.4.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:40f6d3fe3bae74efcf08cb7f8295eaddd8a838ce89e9d26929d4edd6d5e4329d"}, 1378 | {file = "torch-2.4.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:c9299c16c9743001ecef515536ac45900247f4338ecdf70746f2461f9e4831db"}, 1379 | {file = "torch-2.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:6bce130f2cd2d52ba4e2c6ada461808de7e5eccbac692525337cfb4c19421846"}, 1380 | {file = "torch-2.4.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:a38de2803ee6050309aac032676536c3d3b6a9804248537e38e098d0e14817ec"}, 1381 | ] 1382 | 1383 | [package.dependencies] 1384 | filelock = "*" 1385 | fsspec = "*" 1386 | jinja2 = "*" 1387 | networkx = "*" 1388 | nvidia-cublas-cu12 = {version = "12.1.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1389 | nvidia-cuda-cupti-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1390 | nvidia-cuda-nvrtc-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1391 | nvidia-cuda-runtime-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1392 | nvidia-cudnn-cu12 = {version = "9.1.0.70", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1393 | nvidia-cufft-cu12 = {version = "11.0.2.54", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1394 | nvidia-curand-cu12 = {version = "10.3.2.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1395 | nvidia-cusolver-cu12 = {version = "11.4.5.107", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1396 | nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1397 | nvidia-nccl-cu12 = {version = "2.20.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1398 | nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} 1399 | setuptools = "*" 1400 | sympy = "*" 1401 | triton = {version = "3.0.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.13\""} 1402 | typing-extensions = ">=4.8.0" 1403 | 1404 | [package.extras] 1405 | opt-einsum = ["opt-einsum (>=3.3)"] 1406 | optree = ["optree (>=0.11.0)"] 1407 | 1408 | [[package]] 1409 | name = "torchvision" 1410 | version = "0.19.1" 1411 | description = "image and video datasets and models for torch deep learning" 1412 | optional = false 1413 | python-versions = ">=3.8" 1414 | files = [ 1415 | {file = "torchvision-0.19.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:54e8513099e6f586356c70f809d34f391af71ad182fe071cc328a28af2c40608"}, 1416 | {file = "torchvision-0.19.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:20a1f5e02bfdad7714e55fa3fa698347c11d829fa65e11e5a84df07d93350eed"}, 1417 | {file = "torchvision-0.19.1-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:7b063116164be52fc6deb4762de7f8c90bfa3a65f8d5caf17f8e2d5aadc75a04"}, 1418 | {file = "torchvision-0.19.1-cp310-cp310-win_amd64.whl", hash = "sha256:f40b6acabfa886da1bc3768f47679c61feee6bde90deb979d9f300df8c8a0145"}, 1419 | {file = "torchvision-0.19.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:40514282b4896d62765b8e26d7091c32e17c35817d00ec4be2362ea3ba3d1787"}, 1420 | {file = "torchvision-0.19.1-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:5a91be061ae5d6d5b95e833b93e57ca4d3c56c5a57444dd15da2e3e7fba96050"}, 1421 | {file = "torchvision-0.19.1-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:d71a6a6fe3a5281ca3487d4c56ad4aad20ff70f82f1d7c79bcb6e7b0c2af00c8"}, 1422 | {file = "torchvision-0.19.1-cp311-cp311-win_amd64.whl", hash = "sha256:70dea324174f5e9981b68e4b7cd524512c106ba64aedef560a86a0bbf2fbf62c"}, 1423 | {file = "torchvision-0.19.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:27ece277ff0f6cdc7fed0627279c632dcb2e58187da771eca24b0fbcf3f8590d"}, 1424 | {file = "torchvision-0.19.1-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:c659ff92a61f188a1a7baef2850f3c0b6c85685447453c03d0e645ba8f1dcc1c"}, 1425 | {file = "torchvision-0.19.1-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:c07bf43c2a145d792ecd9d0503d6c73577147ece508d45600d8aac77e4cdfcf9"}, 1426 | {file = "torchvision-0.19.1-cp312-cp312-win_amd64.whl", hash = "sha256:b4283d283675556bb0eae31d29996f53861b17cbdcdf3509e6bc050414ac9289"}, 1427 | {file = "torchvision-0.19.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4c4e4f5b24ea6b087b02ed492ab1e21bba3352c4577e2def14248cfc60732338"}, 1428 | {file = "torchvision-0.19.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:9281d63ead929bb19143731154cd1d8bf0b5e9873dff8578a40e90a6bec3c6fa"}, 1429 | {file = "torchvision-0.19.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:4d10bc9083c4d5fadd7edd7b729700a7be48dab4f62278df3bc73fa48e48a155"}, 1430 | {file = "torchvision-0.19.1-cp38-cp38-win_amd64.whl", hash = "sha256:ccf085ef1824fb9e16f1901285bf89c298c62dfd93267a39e8ee42c71255242f"}, 1431 | {file = "torchvision-0.19.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:731f434d91586769e255b5d70ed1a4457e0a1394a95f4aacf0e1e7e21f80c098"}, 1432 | {file = "torchvision-0.19.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:febe4f14d4afcb47cc861d8be7760ab6a123cd0817f97faf5771488cb6aa90f4"}, 1433 | {file = "torchvision-0.19.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:e328309b8670a2e889b2fe76a1c2744a099c11c984da9a822357bd9debd699a5"}, 1434 | {file = "torchvision-0.19.1-cp39-cp39-win_amd64.whl", hash = "sha256:6616f12e00a22e7f3fedbd0fccb0804c05e8fe22871668f10eae65cf3f283614"}, 1435 | ] 1436 | 1437 | [package.dependencies] 1438 | numpy = "*" 1439 | pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0" 1440 | torch = "2.4.1" 1441 | 1442 | [package.extras] 1443 | gdown = ["gdown (>=4.7.3)"] 1444 | scipy = ["scipy"] 1445 | 1446 | [[package]] 1447 | name = "tqdm" 1448 | version = "4.66.5" 1449 | description = "Fast, Extensible Progress Meter" 1450 | optional = false 1451 | python-versions = ">=3.7" 1452 | files = [ 1453 | {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"}, 1454 | {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"}, 1455 | ] 1456 | 1457 | [package.dependencies] 1458 | colorama = {version = "*", markers = "platform_system == \"Windows\""} 1459 | 1460 | [package.extras] 1461 | dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"] 1462 | notebook = ["ipywidgets (>=6)"] 1463 | slack = ["slack-sdk"] 1464 | telegram = ["requests"] 1465 | 1466 | [[package]] 1467 | name = "triton" 1468 | version = "3.0.0" 1469 | description = "A language and compiler for custom Deep Learning operations" 1470 | optional = false 1471 | python-versions = "*" 1472 | files = [ 1473 | {file = "triton-3.0.0-1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e1efef76935b2febc365bfadf74bcb65a6f959a9872e5bddf44cc9e0adce1e1a"}, 1474 | {file = "triton-3.0.0-1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5ce8520437c602fb633f1324cc3871c47bee3b67acf9756c1a66309b60e3216c"}, 1475 | {file = "triton-3.0.0-1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:34e509deb77f1c067d8640725ef00c5cbfcb2052a1a3cb6a6d343841f92624eb"}, 1476 | {file = "triton-3.0.0-1-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:bcbf3b1c48af6a28011a5c40a5b3b9b5330530c3827716b5fbf6d7adcc1e53e9"}, 1477 | {file = "triton-3.0.0-1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6e5727202f7078c56f91ff13ad0c1abab14a0e7f2c87e91b12b6f64f3e8ae609"}, 1478 | ] 1479 | 1480 | [package.dependencies] 1481 | filelock = "*" 1482 | 1483 | [package.extras] 1484 | build = ["cmake (>=3.20)", "lit"] 1485 | tests = ["autopep8", "flake8", "isort", "llnl-hatchet", "numpy", "pytest", "scipy (>=1.7.1)"] 1486 | tutorials = ["matplotlib", "pandas", "tabulate"] 1487 | 1488 | [[package]] 1489 | name = "typer" 1490 | version = "0.12.5" 1491 | description = "Typer, build great CLIs. Easy to code. Based on Python type hints." 1492 | optional = false 1493 | python-versions = ">=3.7" 1494 | files = [ 1495 | {file = "typer-0.12.5-py3-none-any.whl", hash = "sha256:62fe4e471711b147e3365034133904df3e235698399bc4de2b36c8579298d52b"}, 1496 | {file = "typer-0.12.5.tar.gz", hash = "sha256:f592f089bedcc8ec1b974125d64851029c3b1af145f04aca64d69410f0c9b722"}, 1497 | ] 1498 | 1499 | [package.dependencies] 1500 | click = ">=8.0.0" 1501 | rich = ">=10.11.0" 1502 | shellingham = ">=1.3.0" 1503 | typing-extensions = ">=3.7.4.3" 1504 | 1505 | [[package]] 1506 | name = "typing-extensions" 1507 | version = "4.12.2" 1508 | description = "Backported and Experimental Type Hints for Python 3.8+" 1509 | optional = false 1510 | python-versions = ">=3.8" 1511 | files = [ 1512 | {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"}, 1513 | {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"}, 1514 | ] 1515 | 1516 | [[package]] 1517 | name = "urllib3" 1518 | version = "2.2.3" 1519 | description = "HTTP library with thread-safe connection pooling, file post, and more." 1520 | optional = false 1521 | python-versions = ">=3.8" 1522 | files = [ 1523 | {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"}, 1524 | {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"}, 1525 | ] 1526 | 1527 | [package.extras] 1528 | brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"] 1529 | h2 = ["h2 (>=4,<5)"] 1530 | socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"] 1531 | zstd = ["zstandard (>=0.18.0)"] 1532 | 1533 | [[package]] 1534 | name = "virtualenv" 1535 | version = "20.26.4" 1536 | description = "Virtual Python Environment builder" 1537 | optional = false 1538 | python-versions = ">=3.7" 1539 | files = [ 1540 | {file = "virtualenv-20.26.4-py3-none-any.whl", hash = "sha256:48f2695d9809277003f30776d155615ffc11328e6a0a8c1f0ec80188d7874a55"}, 1541 | {file = "virtualenv-20.26.4.tar.gz", hash = "sha256:c17f4e0f3e6036e9f26700446f85c76ab11df65ff6d8a9cbfad9f71aabfcf23c"}, 1542 | ] 1543 | 1544 | [package.dependencies] 1545 | distlib = ">=0.3.7,<1" 1546 | filelock = ">=3.12.2,<4" 1547 | platformdirs = ">=3.9.1,<5" 1548 | 1549 | [package.extras] 1550 | docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] 1551 | test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] 1552 | 1553 | [metadata] 1554 | lock-version = "2.0" 1555 | python-versions = "^3.10" 1556 | content-hash = "4fffd3160bef366979f103d319f1197eb3b6c096c29c9baadcccfb0fc1ed3c79" 1557 | --------------------------------------------------------------------------------