diff --git a/.flake8 b/.flake8 deleted file mode 100644 index 25e86ac..0000000 --- a/.flake8 +++ /dev/null @@ -1,7 +0,0 @@ -[flake8] -max-line-length = 120 -ignore = F401, F403, W503 -exclude = - .git, - .venv, - venv, diff --git a/.github/workflows/pypi-publish.yml b/.github/workflows/pypi-publish.yml index 054b4de..d625147 100644 --- a/.github/workflows/pypi-publish.yml +++ b/.github/workflows/pypi-publish.yml @@ -12,28 +12,27 @@ on: release: types: [published] -permissions: - contents: read - jobs: deploy: - + name: upload release to PyPI runs-on: ubuntu-latest - environment: release + environment: + name: PyPI + url: https://pypi.org/p/cyeva permissions: id-token: write + env: + TRUSTED_PUBLISHING: always steps: - - uses: actions/checkout@v3 - - name: Set up Python - uses: actions/setup-python@v3 - with: - python-version: '3.x' - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install build - - name: Build package - run: python -m build + - uses: actions/checkout@v4 + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version-file: "pyproject.toml" + - name: Install uv + uses: astral-sh/setup-uv@v3 + with: + enable-cache: true - - name: Publish package - uses: pypa/gh-action-pypi-publish@release/v1 + - run: make build + - run: uv publish diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml deleted file mode 100644 index 35472ca..0000000 --- a/.github/workflows/pytest.yml +++ /dev/null @@ -1,82 +0,0 @@ -# This workflow will install Python dependencies, run tests and lint with a variety of Python versions -# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions - -name: Pytest - -on: - push: - branches: ["main", "test"] - pull_request: - branches: ["main", "test"] - -jobs: - lint: - runs-on: "ubuntu-latest" - steps: - - name: Install dependencies - run: | - python -m pip install --upgrade pip - python -m pip install flake8 black - - name: Lint with flake8 - run: | - flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - - name: Lint with black - run: | - black --verbose --check . - flake8 . - - coverage-perf: - runs-on: "ubuntu-latest" - steps: - - uses: actions/checkout@v1 - - name: Install requirements - run: | - python -m pip install --upgrade pip - python -m pip install pytest pytest-cov pytest-benchmark pytest-memray - pip install -r requirements/requirements.txt - - name: Run tests and collect coverage, benchmark - run: | - pytest --cov --verbose -p no:warnings --memray --benchmark-json output.json - - name: Upload coverage reports to Codecov - run: | - curl -Os https://uploader.codecov.io/latest/linux/codecov - chmod +x codecov - ./codecov -t ${{ secrets.CODECOV_TOKEN }} - - name: Continuous Benchmark - uses: benchmark-action/github-action-benchmark@v1.14.0 - with: - name: cyeva Benchmark - tool: "pytest" - output-file-path: output.json - github-token: ${{ secrets.OPS_ACTIONS_CI_TOKEN }} - gh-repository: "github.com/caiyunapp/cyeva" - auto-push: true - alert-threshold: "150%" - comment-on-alert: true - fail-on-alert: false - benchmark-data-dir-path: "performance/" - alert-comment-cc-users: "@clarmy" - - test: - runs-on: ${{ matrix.os }} - strategy: - fail-fast: false - matrix: - os: ["macos-latest", "ubuntu-latest", "windows-latest"] - python-version: ["3.7", "3.8", "3.9", "3.10"] - - steps: - - uses: actions/checkout@v3 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v3 - with: - python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - python -m pip install --upgrade pip - python -m pip install pytest - pip install -r requirements/requirements.txt - - name: Test with pytest - run: | - pytest ./tests/functions ./tests/test_issues.py diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml new file mode 100644 index 0000000..e4b9d74 --- /dev/null +++ b/.github/workflows/test.yml @@ -0,0 +1,66 @@ +# This workflow will install Python dependencies, run tests and lint with a variety of Python versions +# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions + +name: Test + +on: + push: + branches: ["main"] + pull_request: + branches: ["main"] + +jobs: + coverage-perf: + runs-on: "ubuntu-latest" + steps: + - uses: actions/checkout@v4 + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version-file: pyproject.toml + - name: Install uv + uses: astral-sh/setup-uv@v3 + with: + enable-cache: true + - run: make bench + + - name: Upload coverage reports to Codecov + run: | + curl -Os https://uploader.codecov.io/latest/linux/codecov + chmod +x codecov + ./codecov -t ${{ secrets.CODECOV_TOKEN }} + - name: Continuous Benchmark + uses: benchmark-action/github-action-benchmark@v1.14.0 + if: ${{ github.ref == 'refs/heads/main' }} + with: + name: cyeva Benchmark + tool: "pytest" + output-file-path: output.json + github-token: ${{ secrets.OPS_ACTIONS_CI_TOKEN }} + gh-repository: "github.com/caiyunapp/cyeva" + auto-push: true + alert-threshold: "150%" + comment-on-alert: true + fail-on-alert: false + benchmark-data-dir-path: "performance/" + alert-comment-cc-users: "@clarmy" + + Test: + runs-on: ${{ matrix.os }} + strategy: + fail-fast: false + matrix: + os: ["macos-latest", "ubuntu-latest", "windows-latest"] + python-version: ["3.10", "3.11", "3.12"] + + steps: + - uses: actions/checkout@v4 + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + - name: Install uv + uses: astral-sh/setup-uv@v3 + with: + enable-cache: true + - run: make all diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 8c92963..0a54436 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -9,7 +9,7 @@ version: 2 build: os: ubuntu-20.04 tools: - python: "3.9" + python: "3.11" # You can also specify other tool versions: # nodejs: "16" # rust: "1.55" @@ -26,4 +26,4 @@ sphinx: # Optionally declare the Python requirements required to build your docs python: install: - - requirements: requirements/requirements-doc.txt + - requirements: docs/requirements.txt diff --git a/MANIFEST.in b/MANIFEST.in deleted file mode 100644 index 174eb39..0000000 --- a/MANIFEST.in +++ /dev/null @@ -1,10 +0,0 @@ -include *.in -include *.ini -include *.rst -include *.txt -include LICENSE -recursive-include requirements *.txt - -global-exclude __pycache__ *.py[cod] *.ipynb -global-exclude *.so *.dylib -global-exclude docs .github tests diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..a17caed --- /dev/null +++ b/Makefile @@ -0,0 +1,48 @@ +.PHONY: help build fmt lint sync lock upgrade all test + +export PYTHONPATH := $(shell pwd) +export UV_PYTHON_PREFERENCE=only-system + +help: + @echo "Available commands:" + @echo " build - Build the project using uv" + @echo " fmt - Format the code using ruff" + @echo " lint - Lint the code using ruff" + @echo " sync - Sync and compile the project using uv" + @echo " lock - Lock dependencies using uv" + @echo " upgrade - Upgrade dependencies using uv" + @echo " all - Run lock, sync, fmt, lint, and test" + +build: + uv build --no-sources + +fmt: + uv run ruff check --select I --fix . + uv run ruff format . + +lint: + uv run ruff check --fix . + uv run ruff format --check . + +sync: + uv sync --compile --frozen + +lock: + uv lock + +upgrade: + uv lock --upgrade + +all: lock sync + make fmt + make lint + make test + +test: lint + uv run pytest --cov=cyeva/ ./tests/functions ./tests/test_issues.py + +bench: sync + uv run pytest --cov=cyeva/ -p no:warnings --memray --benchmark-json output.json tests/test_perf.py + +freeze-doc-requirements: + cd docs;uv lock;uv export > requirements.txt diff --git a/README.en.md b/README.en.md index 2804b6b..9a2aeb3 100644 --- a/README.en.md +++ b/README.en.md @@ -25,7 +25,7 @@ Cyeva aims to make automated evaluation of the accuracy of deterministic meteoro $ pip install cyeva ``` -**Note: Since this project is currently in beta, it is not a stable version. It may undergo incompatible changes in future releases. Therefore, it's recommended to specify the version during installation, e.g., pip install cyeva==0.1.0b0.** +**Note: Since this project is currently in beta, it is not a stable version. It may undergo incompatible changes in future releases. Therefore, it's recommended to specify the version during installation, e.g., pip install cyeva==0.2.0.** ### Install from Source Code @@ -58,7 +58,7 @@ print('accuracy ration within 1 degC:', temp.calc_diff_accuracy_ratio(limit=1)) print('accuracy ration within 2 degC:', temp.calc_diff_accuracy_ratio(limit=2)) # 2-degree accuracy (deviation within 2°C) print('rss:', temp.calc_rss()) # Residual Sum of Squares print('rmse:', temp.calc_rmse()) # Root Mean Square Error -print('mae:', temp.calc_mae()) # Mean Absolute Erro +print('mae:', temp.calc_mae()) # Mean Absolute Error print('chi square:', temp.calc_chi_square()) # Chi Square (χ2) ``` @@ -79,7 +79,7 @@ precip = PrecipitationComparison(obs, fcst, unit='mm') print('rss:', precip.calc_rss()) # Residual Sum of Squares print('rmse:', precip.calc_rmse()) # Root Mean Square Error -print('mae:', precip.calc_mae()) # Mean Absolute Erro +print('mae:', precip.calc_mae()) # Mean Absolute Error print('chi square:', precip.calc_chi_square()) # Chi Square (χ2) print('accuracy ratio:', precip.calc_accuracy_ratio()) # Accuracy(0 level) print('binary accuracy ratio:', precip.calc_binary_accuracy_ratio()) # Binary accuracy(Binary classes between sunny or rainy weather) @@ -146,8 +146,8 @@ print('wind speed rss:', wind.calc_rss()) print('wind direction rss:', wind.calc_rss(kind='direction')) # Residual Sum of Squares（by direction） print('wind speed rmse:', wind.calc_rmse()) # Root Mean Square Error（by speed/default） print('wind direction rmse:', wind.calc_rmse(kind='direction')) # Root Mean Square Error（by direction） -print('wind speed mae:', wind.calc_mae()) # Mean Absolute Erro（by speed/default） -print('wind direction mae:', wind.calc_mae(kind='direction')) # Mean Absolute Erro（by direction） +print('wind speed mae:', wind.calc_mae()) # Mean Absolute Error（by speed/default） +print('wind direction mae:', wind.calc_mae(kind='direction')) # Mean Absolute Error（by direction） print('wind speed chi square:', wind.calc_chi_square()) # Chi Square(χ2) print('wind direction chi square:', wind.calc_chi_square(kind='direction')) # Chi Square(χ2)（by direction） print('wind direction score:', wind.calc_dir_score()) # Direction score diff --git a/README.md b/README.md index 660e3bc..33b2d6c 100644 --- a/README.md +++ b/README.md @@ -15,7 +15,6 @@ [![Download statistic](https://pepy.tech/badge/cyeva)](https://pepy.tech/project/cyeva) [![codecov](https://codecov.io/gh/caiyunapp/cyeva/branch/main/graph/badge.svg?token=344FXDKAYD)](https://codecov.io/gh/caiyunapp/cyeva) [![performance](https://img.shields.io/badge/performance-benchmark-yellow)](https://caiyunapp.github.io/cyeva/performance/) -[![style](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) cyeva 是一个由彩云科技天气团队和社区贡献者共同开发的用于对气象要素确定性预报准确率进行快速评测的 Python 开源工具库。 @@ -30,7 +29,7 @@ cyeva 将致力于让气象要素确定性预报准确率的自动化评估变 $ pip install cyeva ``` -**注意：由于本项目目前处于beta阶段，并非稳定版本，有可能在后续的发布版中出现不兼容性修改，因此在安装时建议指定版本号，例如 `pip install cyeva==0.1.0b0`** +**注意：由于本项目目前处于beta阶段，并非稳定版本，有可能在后续的发布版中出现不兼容性修改，因此在安装时建议指定版本号，例如 `pip install cyeva==0.2.0`** ### 通过源码安装 diff --git a/cyeva/__init__.py b/cyeva/__init__.py index 29bd75f..e469007 100644 --- a/cyeva/__init__.py +++ b/cyeva/__init__.py @@ -1,3 +1,3 @@ -from .core import * +from .core import * # noqa -__version__ = "0.1.0.beta.12" +__version__ = "0.2.0" diff --git a/cyeva/config/__init__.py b/cyeva/config/__init__.py deleted file mode 100644 index e69de29..0000000 diff --git a/cyeva/config/directions/__init__.py b/cyeva/config/directions/__init__.py index e69de29..d20c4be 100644 --- a/cyeva/config/directions/__init__.py +++ b/cyeva/config/directions/__init__.py @@ -0,0 +1,48 @@ +""" +This is the module to store wind directions constants. + +* DIRECTION8_CENTER_ANGLE: Wind 8 cardinal directions central angles. +* DIRECTION16_CENTER_ANGLE: Wind 16 cardinal directions central angles. +* DIRECTION8_ABBR: Wind 8 cardinal directions abbreviation. +* DIRECTION16_ABBR: Wind 16 cardinal directions abbreviation. +""" + +DIRECTION8_CENTER_ANGLE = {0: 0, 1: 45, 2: 90, 3: 135, 4: 180, 5: 225, 6: 270, 7: 315} +DIRECTION16_CENTER_ANGLE = { + 0: 0, + 1: 22.5, + 2: 45, + 3: 67.5, + 4: 90, + 5: 112.5, + 6: 135, + 7: 157.5, + 8: 180, + 9: 202.5, + 10: 225, + 11: 247.5, + 12: 270, + 13: 292.5, + 14: 315, + 15: 337.5, +} + +DIRECTION8_ABBR = {0: "N", 1: "NE", 2: "E", 3: "SE", 4: "S", 5: "SW", 6: "W", 7: "NW"} +DIRECTION16_ABBR = { + 0: "N", + 1: "NNE", + 2: "NE", + 3: "ENE", + 4: "E", + 5: "ESE", + 6: "SE", + 7: "SSE", + 8: "S", + 9: "SSW", + 10: "SW", + 11: "WSW", + 12: "W", + 13: "WNW", + 14: "NW", + 15: "NNW", +} diff --git a/cyeva/config/directions/wind.py b/cyeva/config/directions/wind.py deleted file mode 100644 index d20c4be..0000000 --- a/cyeva/config/directions/wind.py +++ /dev/null @@ -1,48 +0,0 @@ -""" -This is the module to store wind directions constants. - -* DIRECTION8_CENTER_ANGLE: Wind 8 cardinal directions central angles. -* DIRECTION16_CENTER_ANGLE: Wind 16 cardinal directions central angles. -* DIRECTION8_ABBR: Wind 8 cardinal directions abbreviation. -* DIRECTION16_ABBR: Wind 16 cardinal directions abbreviation. -""" - -DIRECTION8_CENTER_ANGLE = {0: 0, 1: 45, 2: 90, 3: 135, 4: 180, 5: 225, 6: 270, 7: 315} -DIRECTION16_CENTER_ANGLE = { - 0: 0, - 1: 22.5, - 2: 45, - 3: 67.5, - 4: 90, - 5: 112.5, - 6: 135, - 7: 157.5, - 8: 180, - 9: 202.5, - 10: 225, - 11: 247.5, - 12: 270, - 13: 292.5, - 14: 315, - 15: 337.5, -} - -DIRECTION8_ABBR = {0: "N", 1: "NE", 2: "E", 3: "SE", 4: "S", 5: "SW", 6: "W", 7: "NW"} -DIRECTION16_ABBR = { - 0: "N", - 1: "NNE", - 2: "NE", - 3: "ENE", - 4: "E", - 5: "ESE", - 6: "SE", - 7: "SSE", - 8: "S", - 9: "SSW", - 10: "SW", - 11: "WSW", - 12: "W", - 13: "WNW", - 14: "NW", - 15: "NNW", -} diff --git a/cyeva/config/levels/__init__.py b/cyeva/config/levels/__init__.py index 4f25a2b..43b4d71 100644 --- a/cyeva/config/levels/__init__.py +++ b/cyeva/config/levels/__init__.py @@ -1,2 +1,4 @@ -from .precip import * -from .wind import * +from .precip import PRECIP_LEVELS +from .wind import GENERAL_WIND_SCALES + +__all__ = ["PRECIP_LEVELS", "GENERAL_WIND_SCALES"] diff --git a/cyeva/core/__init__.py b/cyeva/core/__init__.py index 4713ad3..badd6a1 100644 --- a/cyeva/core/__init__.py +++ b/cyeva/core/__init__.py @@ -1,6 +1,6 @@ -from .base import * -from .precip import * -from .temp import * -from .wind import * -from .statistic import * -from .weather_code import * +from .base import * # noqa +from .precip import * # noqa +from .statistic import * # noqa +from .temp import * # noqa +from .weather_code import * # noqa +from .wind import * # noqa diff --git a/cyeva/core/base.py b/cyeva/core/base.py index cf1dec7..b5e15c2 100644 --- a/cyeva/core/base.py +++ b/cyeva/core/base.py @@ -1,5 +1,5 @@ -from typing import Union from numbers import Number +from typing import Union import numpy as np import pandas as pd @@ -8,30 +8,30 @@ from ..utils import result_round_digit, source_round_digit from .binarize import threshold_binarize from .statistic import ( + calc_bias_score, + calc_binary_accuracy_ratio, + calc_chi_square, calc_diff_accuracy_ratio, - calc_rmse, + calc_linregress, calc_mae, calc_mbe, + calc_multiclass_accuracy_ratio, + calc_multiclass_hanssen_kuipers_score, + calc_multiclass_heidke_skill_score, + calc_rmse, calc_rss, - calc_chi_square, - calc_linregress, - calc_bias_score, - calc_binary_accuracy_ratio, calc_threshold_accuracy_ratio, + calc_threshold_bias_score, + calc_threshold_false_alarm_ratio, calc_threshold_hit_ratio, + calc_threshold_mae, calc_threshold_miss_ratio, - calc_threshold_false_alarm_ratio, - calc_threshold_bias_score, calc_threshold_ts, - calc_threshold_mae, - calc_multiclass_accuracy_ratio, - calc_multiclass_hanssen_kuipers_score, - calc_multiclass_heidke_skill_score, ) class Comparison: - """A base class of comparison between obervation & forecast""" + """A base class of comparison between observation & forecast""" def __init__( self, observation: Union[np.ndarray, list], forecast: Union[np.ndarray, list] @@ -60,7 +60,7 @@ def calc_rmse( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ) -> float: "Root Mean Square Error" if observation is None: @@ -77,7 +77,7 @@ def calc_mae( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ) -> float: """Mean Absolute Error""" if observation is None: @@ -94,7 +94,7 @@ def calc_mbe( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ) -> float: """Mean Bias Error""" if observation is None: @@ -111,7 +111,7 @@ def calc_chi_square( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ) -> float: """χ2""" if observation is None: @@ -128,7 +128,7 @@ def calc_rss( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ) -> float: """Residual Sum of Square""" if observation is None: @@ -143,7 +143,7 @@ def calc_linregress_args( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ): """linregress args""" if observation is None: @@ -161,7 +161,7 @@ def calc_bias( forecast: Union[np.ndarray, list] = None, threshold: Number = 0, *args, - **kwargs + **kwargs, ) -> float: """BIAS score""" if observation is None: @@ -186,7 +186,7 @@ def calc_binary_accuracy_ratio( forecast: Union[np.ndarray, list] = None, threshold: Number = 0, *args, - **kwargs + **kwargs, ) -> float: """Binary accuracy ratio @@ -213,7 +213,7 @@ def calc_multiclass_accuracy_ratio( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -228,7 +228,7 @@ def calc_multiclass_hanssen_kuipers_score( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -243,7 +243,7 @@ def calc_multiclass_heidke_skill_score( observation: Union[np.ndarray, list] = None, forecast: Union[np.ndarray, list] = None, *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -260,7 +260,7 @@ def calc_diff_accuracy_ratio( forecast: Union[np.ndarray, list] = None, limit: Number = 1, *args, - **kwargs + **kwargs, ) -> float: """ Calculate the accuracy ratio that @@ -289,7 +289,7 @@ def calc_threshold_accuracy_ratio( threshold: Number = 1, compare: str = ">=", *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -309,7 +309,7 @@ def calc_threshold_hit_ratio( threshold: Number = 1, compare: str = ">=", *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -329,7 +329,7 @@ def calc_threshold_miss_ratio( threshold: Number = 1, compare: str = ">=", *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -349,7 +349,7 @@ def calc_threshold_false_alarm_ratio( threshold: Number = 1, compare: str = ">=", *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -369,7 +369,7 @@ def calc_threshold_bias_score( threshold: Number = 1, compare: str = ">=", *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -389,7 +389,7 @@ def calc_threshold_ts( threshold: Number = 1, compare: str = ">=", *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation @@ -409,7 +409,7 @@ def calc_threshold_mae( threshold: Number = 1, compare: str = ">=", *args, - **kwargs + **kwargs, ) -> float: if observation is None: observation = self.observation diff --git a/cyeva/core/binarize.py b/cyeva/core/binarize.py index 50e45f1..0b0ad8a 100644 --- a/cyeva/core/binarize.py +++ b/cyeva/core/binarize.py @@ -1,11 +1,11 @@ -from typing import Union from numbers import Number +from typing import Union import numpy as np -from ..utils.decorators import ( - convert_to_ndarray, +from ..utils import ( assert_length, + convert_to_ndarray, drop_nan, source_round_digit, ) @@ -30,7 +30,7 @@ def threshold_binarize( forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. This parameter should be used with `compare` parameter, The `compare` parameter will control the logical operator. diff --git a/cyeva/core/precip.py b/cyeva/core/precip.py index 73c6776..1a3a9fa 100644 --- a/cyeva/core/precip.py +++ b/cyeva/core/precip.py @@ -1,28 +1,28 @@ -from typing import Union -from numbers import Number from functools import partial +from numbers import Number +from typing import Union import numpy as np import pandas as pd from pint import UnitRegistry -from ..config.levels.precip import PRECIP_LEVELS, ACC_PRECIP_LEVELS +from ..config.levels.precip import ACC_PRECIP_LEVELS, PRECIP_LEVELS +from ..core import Comparison from ..core.binarize import ( - threshold_binarize, level_binarize, + threshold_binarize, ) from ..utils import result_round_digit, source_round_digit from .statistic import ( + calc_bias_score, calc_binary_accuracy_ratio, + calc_ets, + calc_false_alarm_rate, + calc_false_alarm_ratio, calc_hit_ratio, calc_miss_ratio, - calc_false_alarm_ratio, - calc_false_alarm_rate, calc_ts, - calc_ets, - calc_bias_score, ) -from ..core import Comparison UNITS = UnitRegistry() @@ -46,7 +46,7 @@ def calc_precip_occur_indicators( forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. Values less than threshold will be dropped. Default to 0.0001. diff --git a/cyeva/core/statistic.py b/cyeva/core/statistic.py index 68eac8b..019c058 100644 --- a/cyeva/core/statistic.py +++ b/cyeva/core/statistic.py @@ -1,17 +1,17 @@ -from typing import Union -from numbers import Number from collections import Counter from itertools import product +from numbers import Number +from typing import Union import numpy as np -from scipy import stats import pandas as pd +from scipy import stats from ..utils import ( - convert_to_ndarray, - fix_zero_division, assert_length, + convert_to_ndarray, drop_nan, + fix_zero_division, ) from .binarize import threshold_binarize @@ -30,7 +30,7 @@ def calc_binary_quadrant_values( * correct_rejects Args: - observation (ndarray): Binarized obervation data array + observation (ndarray): Binarized observation data array that consist of True and False forecast (ndarray): Binarized forecast data array that consist of True and False @@ -69,7 +69,7 @@ class K n(F_K,O_1) n(F_K,O_2) n(F_K,O_K) where n(Fi,Oj) denotes the number of forecasts in category i that had observations in category j and K is total class number Args: - observation (Union[list, np.ndarray]): Multiclass obervation data array + observation (Union[list, np.ndarray]): Multiclass observation data array that consist of class labels. forecast (Union[list, np.ndarray]): Multiclass forecast data array that consist of class labels. @@ -106,7 +106,7 @@ def calc_multiclass_accuracy_ratio( ) -> float: """Calculate accuracy of Multiclass observation and forecast. - Accuray = \frac {\sum\limits_{i=1}^{K} n(F_i,O_i)} {Total} * 100 + Accuracy = \frac {\sum\limits_{i=1}^{K} n(F_i,O_i)} {Total} * 100 Args: observation (Union[list, np.ndarray]): Multiclass observation data array @@ -558,7 +558,7 @@ def calc_linregress( consist of numbers. Returns: - tuple: Aguments of linear regression as follow: + tuple: Arguments of linear regression as follow: slope, intercept, r_value, p_value """ linreg_result = stats.linregress(forecast, observation)[:4] @@ -581,7 +581,7 @@ def calc_threshold_accuracy_ratio( that consist of numbers. forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. This parameter should be used with `compare` parameter, The `compare` parameter will control the logical operator. compare (str, optional): The logical operator applying `threshold` parameter. @@ -616,7 +616,7 @@ def calc_threshold_hit_ratio( that consist of numbers. forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. This parameter should be used with `compare` parameter, The `compare` parameter will control the logical operator. compare (str, optional): The logical operator applying `threshold` parameter. @@ -651,7 +651,7 @@ def calc_threshold_miss_ratio( that consist of numbers. forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. This parameter should be used with `compare` parameter, The `compare` parameter will control the logical operator. compare (str, optional): The logical operator applying `threshold` parameter. @@ -686,7 +686,7 @@ def calc_threshold_false_alarm_ratio( that consist of numbers. forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. This parameter should be used with `compare` parameter, The `compare` parameter will control the logical operator. compare (str, optional): The logical operator applying `threshold` parameter. @@ -721,7 +721,7 @@ def calc_threshold_bias_score( that consist of numbers. forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. This parameter should be used with `compare` parameter, The `compare` parameter will control the logical operator. compare (str, optional): The logical operator applying `threshold` parameter. @@ -756,7 +756,7 @@ def calc_threshold_ts( that consist of numbers. forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. This parameter should be used with `compare` parameter, The `compare` parameter will control the logical operator. compare (str, optional): The logical operator applying `threshold` parameter. @@ -791,7 +791,7 @@ def calc_threshold_mae( that consist of numbers. forecast (Union[list, np.ndarray]): Binarized forecast data array that consist of numbers. - threshold (Number): The threshold to filter obervation and forecast. + threshold (Number): The threshold to filter observation and forecast. This parameter should be used with `compare` parameter, The `compare` parameter will control the logical operator. compare (str, optional): The logical operator applying `threshold` parameter. diff --git a/cyeva/core/wind.py b/cyeva/core/wind.py index 6d8426f..fdcc0b3 100644 --- a/cyeva/core/wind.py +++ b/cyeva/core/wind.py @@ -1,29 +1,28 @@ -from typing import List, Union -from numbers import Number from collections import Counter from functools import partial +from numbers import Number +from typing import List, Union import numpy as np import pandas as pd -from pint import UnitRegistry, Quantity +from pint import Quantity, UnitRegistry -from ..utils import ( - convert_to_ndarray, - fix_zero_division, - result_round_digit, - source_round_digit, - assert_length, - drop_nan, -) -from ..config.directions.wind import ( +from ..config.directions import ( DIRECTION8_CENTER_ANGLE, DIRECTION16_CENTER_ANGLE, ) from ..config.levels.wind import ( GENERAL_WIND_SCALES, ) - from ..core import Comparison +from ..utils import ( + assert_length, + convert_to_ndarray, + drop_nan, + fix_zero_division, + result_round_digit, + source_round_digit, +) UNITS = UnitRegistry() @@ -207,9 +206,9 @@ def identify_wind_scale(speed: Union[Number, np.ndarray]) -> Union[int, np.ndarr (speed_magnitude >= minimum) & (speed_magnitude <= maximum) ] = lev else: - spd_levs[ - (speed_magnitude > minimum) & (speed_magnitude <= maximum) - ] = lev + spd_levs[(speed_magnitude > minimum) & (speed_magnitude <= maximum)] = ( + lev + ) return spd_levs @@ -291,7 +290,7 @@ def filter_wind_scales( Defaults to None. mode (str, optional): Filter logic(and/or). Defaults to 'and'. return_index (boolean, optional): Whether return index, if it is False - return values, ohterwise return array's index. Defaults to False. + return values, otherwise return array's index. Defaults to False. Returns: tuple: (Observation wind speed array, Forecast wind speed array) diff --git a/cyeva/utils/__init__.py b/cyeva/utils/__init__.py index 48bad83..ffe64d6 100644 --- a/cyeva/utils/__init__.py +++ b/cyeva/utils/__init__.py @@ -1 +1,137 @@ -from .decorators import * +from functools import wraps +from numbers import Number + +import numpy as np +from pint import Quantity + +from ..errors import ArrayLengthNotEqualError + + +def assert_length(func): + """Check if array is empty""" + + @wraps(func) + def wrapper(observation, forecast, *args, **kwargs): + if isinstance(observation, Number) and isinstance(forecast, Number): + return func(observation, forecast, *args, **kwargs) + if ( + hasattr(observation, "__len__") + and hasattr(forecast, "__len__") + and len(observation) == len(forecast) + and len(observation) > 0 + ): + return func(observation, forecast, *args, **kwargs) + else: + raise ArrayLengthNotEqualError( + f"The length of observation array is not equal to forecast array, " + f"observation: {len(observation)}, forecast: {len(forecast)}" + ) + + return wrapper + + +def convert_to_ndarray(func): + """Convert list array to numpy ndarray""" + + @wraps(func) + def wrapper(observation, forecast, *args, **kwargs): + if not isinstance(observation, np.ndarray) and not isinstance( + observation, Number + ): + if isinstance(observation, Quantity): + observation = np.array(observation.magnitude) + else: + observation = np.array(observation) + + if not isinstance(forecast, np.ndarray) and not isinstance(forecast, Number): + if isinstance(forecast, Quantity): + forecast = np.array(forecast.magnitude) + else: + forecast = np.array(forecast) + + return func(observation, forecast, *args, **kwargs) + + return wrapper + + +def fix_zero_division(func): + """Check if there is zero division and fix it.""" + + @wraps(func) + def wrapper(*args, **kwargs): + try: + return func(*args, **kwargs) + except ZeroDivisionError: + return np.nan + + return wrapper + + +def drop_nan(func): + """Drop nan""" + + @wraps(func) + def wrapper(observation, forecast, *args, **kwargs): + if not isinstance(observation, np.ndarray): + observation = np.array(observation) + if not isinstance(forecast, np.ndarray): + forecast = np.array(forecast) + + where_obs_nan = observation != observation + where_fct_nan = forecast != forecast + + either_nan = where_obs_nan | where_fct_nan + + valid_obs = observation[~either_nan] + valid_fct = forecast[~either_nan] + + return func(valid_obs, valid_fct, *args, **kwargs) + + return wrapper + + +def source_round_digit(series_num=2, digit_num=1): + """A decorator to round source array's significant digit + + Args: + digit_num (int, optional): The digit num to round. + Defaults to 2. + """ + + def decorator(func): + @wraps(func) + def wrapper(*args, **kwargs): + args_list = list(args) + series = args[:series_num] + for i, series in enumerate(series): + try: + args_list[i] = np.round(series, digit_num) + except TypeError: + args_list[i] = series + return func(*args_list, **kwargs) + + return wrapper + + return decorator + + +def result_round_digit(digit_num=2): + """A decorator to round result array's significant digit + + Args: + digit_num (int, optional): The digit num to round. + Defaults to 2. + """ + + def decorator(func): + @wraps(func) + def wrapper(*args, **kwargs): + result = func(*args, **kwargs) + if result: + return round(result, digit_num) + else: + return result + + return wrapper + + return decorator diff --git a/cyeva/utils/decorators.py b/cyeva/utils/decorators.py deleted file mode 100644 index 671262f..0000000 --- a/cyeva/utils/decorators.py +++ /dev/null @@ -1,137 +0,0 @@ -from functools import wraps -from numbers import Number - -import numpy as np -from pint import Quantity - -from ..errors import ArrayLengthNotEqualError - - -def assert_length(func): - """Check if array is empty""" - - @wraps(func) - def wrapper(observation, forecast, *args, **kwargs): - if isinstance(observation, Number) and isinstance(forecast, Number): - return func(observation, forecast, *args, **kwargs) - if ( - hasattr(observation, "__len__") - and hasattr(forecast, "__len__") - and len(observation) == len(forecast) - and len(observation) > 0 - ): - return func(observation, forecast, *args, **kwargs) - else: - raise ArrayLengthNotEqualError( - f"The length of observation array is not equal to forecast array, " - f"observation: {len(observation)}, forecast: {len(forecast)}" - ) - - return wrapper - - -def convert_to_ndarray(func): - """Convert list array to numpy ndarray""" - - @wraps(func) - def wrapper(observation, forecast, *args, **kwargs): - if not isinstance(observation, np.ndarray) and not isinstance( - observation, Number - ): - if isinstance(observation, Quantity): - observation = np.array(observation.magnitude) - else: - observation = np.array(observation) - - if not isinstance(forecast, np.ndarray) and not isinstance(forecast, Number): - if isinstance(forecast, Quantity): - forecast = np.array(forecast.magnitude) - else: - forecast = np.array(forecast) - - return func(observation, forecast, *args, **kwargs) - - return wrapper - - -def fix_zero_division(func): - """Check if there is zero division and fix it.""" - - @wraps(func) - def wrapper(*args, **kwargs): - try: - return func(*args, **kwargs) - except ZeroDivisionError: - return np.nan - - return wrapper - - -def drop_nan(func): - """Drop nan""" - - @wraps(func) - def wrapper(observation, forecast, *args, **kwargs): - if not isinstance(observation, np.ndarray): - observation = np.array(observation) - if not isinstance(forecast, np.ndarray): - forecast = np.array(forecast) - - where_obs_nan = observation != observation - where_fct_nan = forecast != forecast - - either_nan = where_obs_nan | where_fct_nan - - valid_obs = observation[~either_nan] - valid_fct = forecast[~either_nan] - - return func(valid_obs, valid_fct, *args, **kwargs) - - return wrapper - - -def source_round_digit(series_num=2, digit_num=1): - """A decorator to round source array's significant digit - - Args: - digit_num (int, optional): The digit num to round. - Defaults to 2. - """ - - def decorator(func): - @wraps(func) - def wrapper(*args, **kwargs): - args_list = list(args) - serieses = args[:series_num] - for i, series in enumerate(serieses): - try: - args_list[i] = np.round(series, digit_num) - except TypeError: - args_list[i] = series - return func(*args_list, **kwargs) - - return wrapper - - return decorator - - -def result_round_digit(digit_num=2): - """A decorator to round result array's significant digit - - Args: - digit_num (int, optional): The digit num to round. - Defaults to 2. - """ - - def decorator(func): - @wraps(func) - def wrapper(*args, **kwargs): - result = func(*args, **kwargs) - if result: - return round(result, digit_num) - else: - return result - - return wrapper - - return decorator diff --git a/docs/Makefile b/docs/Makefile index d0c3cbf..faf5089 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -4,7 +4,7 @@ # You can set these variables from the command line, and also # from the environment for the first two. SPHINXOPTS ?= -SPHINXBUILD ?= sphinx-build +SPHINXBUILD ?= uv run sphinx-build SOURCEDIR = source BUILDDIR = build diff --git a/docs/pyproject.toml b/docs/pyproject.toml new file mode 100644 index 0000000..f986a6b --- /dev/null +++ b/docs/pyproject.toml @@ -0,0 +1,16 @@ +[project] +name = "cyeva-docs" +version = "0.2.0" +requires-python = ">=3.11, <3.13" + +[tool.uv] +dev-dependencies = [ + "furo>=2024.8.6", + "sphinx-rtd-theme>=3.0.1", + "sphinx>=8.1.3", +] +package = false + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" diff --git a/docs/requirements.txt b/docs/requirements.txt new file mode 100644 index 0000000..c834392 --- /dev/null +++ b/docs/requirements.txt @@ -0,0 +1,135 @@ +# This file was autogenerated by uv via the following command: +# uv export +alabaster==1.0.0 \ + --hash=sha256:c00dca57bca26fa62a6d7d0a9fcce65f3e026e9bfe33e9c538fd3fbb2144fd9e \ + --hash=sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b +babel==2.16.0 \ + --hash=sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316 \ + --hash=sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b +beautifulsoup4==4.12.3 \ + --hash=sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051 \ + --hash=sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed +certifi==2024.8.30 \ + --hash=sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9 \ + --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 +charset-normalizer==3.4.0 \ + --hash=sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e \ + --hash=sha256:0d99dd8ff461990f12d6e42c7347fd9ab2532fb70e9621ba520f9e8637161d7c \ + --hash=sha256:c57516e58fd17d03ebe67e181a4e4e2ccab1168f8c2976c6a334d4f819fe5944 \ + --hash=sha256:6dba5d19c4dfab08e58d5b36304b3f92f3bd5d42c1a3fa37b5ba5cdf6dfcbcee \ + --hash=sha256:bf4475b82be41b07cc5e5ff94810e6a01f276e37c2d55571e3fe175e467a1a1c \ + --hash=sha256:ce031db0408e487fd2775d745ce30a7cd2923667cf3b69d48d219f1d8f5ddeb6 \ + --hash=sha256:8ff4e7cdfdb1ab5698e675ca622e72d58a6fa2a8aa58195de0c0061288e6e3ea \ + --hash=sha256:3710a9751938947e6327ea9f3ea6332a09bf0ba0c09cae9cb1f250bd1f1549bc \ + --hash=sha256:82357d85de703176b5587dbe6ade8ff67f9f69a41c0733cf2425378b49954de5 \ + --hash=sha256:47334db71978b23ebcf3c0f9f5ee98b8d65992b65c9c4f2d34c2eaf5bcaf0594 \ + --hash=sha256:8ce7fd6767a1cc5a92a639b391891bf1c268b03ec7e021c7d6d902285259685c \ + --hash=sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365 \ + --hash=sha256:63bc5c4ae26e4bc6be6469943b8253c0fd4e4186c43ad46e713ea61a0ba49129 \ + --hash=sha256:bcb4f8ea87d03bc51ad04add8ceaf9b0f085ac045ab4d74e73bbc2dc033f0236 \ + --hash=sha256:9ae4ef0b3f6b41bad6366fb0ea4fc1d7ed051528e113a60fa2a65a9abb5b1d99 \ + --hash=sha256:cee4373f4d3ad28f1ab6290684d8e2ebdb9e7a1b74fdc39e4c211995f77bec27 \ + --hash=sha256:0713f3adb9d03d49d365b70b84775d0a0d18e4ab08d12bc46baa6132ba78aaf6 \ + --hash=sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf \ + --hash=sha256:4a51b48f42d9358460b78725283f04bddaf44a9358197b889657deba38f329db \ + --hash=sha256:b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1 \ + --hash=sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03 \ + --hash=sha256:3d59d125ffbd6d552765510e3f31ed75ebac2c7470c7274195b9161a32350284 \ + --hash=sha256:8cda06946eac330cbe6598f77bb54e690b4ca93f593dee1568ad22b04f347c15 \ + --hash=sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8 \ + --hash=sha256:6b40e8d38afe634559e398cc32b1472f376a4099c75fe6299ae607e404c033b2 \ + --hash=sha256:b8dcd239c743aa2f9c22ce674a145e0a25cb1566c495928440a181ca1ccf6719 \ + --hash=sha256:84450ba661fb96e9fd67629b93d2941c871ca86fc38d835d19d4225ff946a631 \ + --hash=sha256:44aeb140295a2f0659e113b31cfe92c9061622cadbc9e2a2f7b8ef6b1e29ef4b \ + --hash=sha256:1db4e7fefefd0f548d73e2e2e041f9df5c59e178b4c72fbac4cc6f535cfb1565 \ + --hash=sha256:5726cf76c982532c1863fb64d8c6dd0e4c90b6ece9feb06c9f202417a31f7dd7 \ + --hash=sha256:b197e7094f232959f8f20541ead1d9862ac5ebea1d58e9849c1bf979255dfac9 \ + --hash=sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079 +colorama==0.4.6 ; sys_platform == 'win32' \ + --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ + --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 +docutils==0.21.2 \ + --hash=sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f \ + --hash=sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2 +furo==2024.8.6 \ + --hash=sha256:b63e4cee8abfc3136d3bc03a3d45a76a850bada4d6374d24c1716b0e01394a01 \ + --hash=sha256:6cd97c58b47813d3619e63e9081169880fbe331f0ca883c871ff1f3f11814f5c +idna==3.10 \ + --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \ + --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3 +imagesize==1.4.1 \ + --hash=sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a \ + --hash=sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b +jinja2==3.1.4 \ + --hash=sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369 \ + --hash=sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d +markupsafe==3.0.2 \ + --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \ + --hash=sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d \ + --hash=sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93 \ + --hash=sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832 \ + --hash=sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84 \ + --hash=sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca \ + --hash=sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798 \ + --hash=sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e \ + --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \ + --hash=sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d \ + --hash=sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b \ + --hash=sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf \ + --hash=sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225 \ + --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \ + --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \ + --hash=sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c \ + --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \ + --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \ + --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \ + --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \ + --hash=sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87 +packaging==24.1 \ + --hash=sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002 \ + --hash=sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124 +pygments==2.18.0 \ + --hash=sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199 \ + --hash=sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a +requests==2.32.3 \ + --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \ + --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6 +snowballstemmer==2.2.0 \ + --hash=sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1 \ + --hash=sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a +soupsieve==2.6 \ + --hash=sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb \ + --hash=sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9 +sphinx==8.1.3 \ + --hash=sha256:43c1911eecb0d3e161ad78611bc905d1ad0e523e4ddc202a58a821773dc4c927 \ + --hash=sha256:09719015511837b76bf6e03e42eb7595ac8c2e41eeb9c29c5b755c6b677992a2 +sphinx-basic-ng==1.0.0b2 \ + --hash=sha256:9ec55a47c90c8c002b5960c57492ec3021f5193cb26cebc2dc4ea226848651c9 \ + --hash=sha256:eb09aedbabfb650607e9b4b68c9d240b90b1e1be221d6ad71d61c52e29f7932b +sphinx-rtd-theme==3.0.1 \ + --hash=sha256:a4c5745d1b06dfcb80b7704fe532eb765b44065a8fad9851e4258c8804140703 \ + --hash=sha256:921c0ece75e90633ee876bd7b148cfaad136b481907ad154ac3669b6fc957916 +sphinxcontrib-applehelp==2.0.0 \ + --hash=sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1 \ + --hash=sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5 +sphinxcontrib-devhelp==2.0.0 \ + --hash=sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad \ + --hash=sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2 +sphinxcontrib-htmlhelp==2.1.0 \ + --hash=sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9 \ + --hash=sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8 +sphinxcontrib-jquery==4.1 \ + --hash=sha256:1620739f04e36a2c779f1a131a2dfd49b2fd07351bf1968ced074365933abc7a \ + --hash=sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae +sphinxcontrib-jsmath==1.0.1 \ + --hash=sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8 \ + --hash=sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178 +sphinxcontrib-qthelp==2.0.0 \ + --hash=sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab \ + --hash=sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb +sphinxcontrib-serializinghtml==2.0.0 \ + --hash=sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d \ + --hash=sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331 +urllib3==2.2.3 \ + --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9 \ + --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac diff --git a/docs/source/conf.py b/docs/source/conf.py index a5bf2f1..364f6e7 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -14,8 +14,6 @@ # import sys # sys.path.insert(0, os.path.abspath('.')) -import sphinx_rtd_theme - # -- Project information ----------------------------------------------------- project = "cyeva" @@ -23,7 +21,7 @@ author = "Beijing ColorfulClouds Technology Co.,Ltd" # The full version, including alpha/beta/rc tags -release = "0.1.0" +release = "0.2.0" # -- General configuration --------------------------------------------------- diff --git a/docs/source/content/installation.rst b/docs/source/content/installation.rst index 117b3b0..1965523 100644 --- a/docs/source/content/installation.rst +++ b/docs/source/content/installation.rst @@ -12,7 +12,7 @@ .. warning:: - 由于目前项目处于非稳定的beta版本阶段，后续版本更新可能会出现不兼容性修改，因此建议在使用时指定版本号，例如 ``pip install cyeva==0.1.0b0`` ，可供安装的版本号参考：https://pypi.org/project/cyeva/#history + 由于目前项目处于非稳定的beta版本阶段，后续版本更新可能会出现不兼容性修改，因此建议在使用时指定版本号，例如 ``pip install cyeva==0.2.0`` ，可供安装的版本号参考：https://pypi.org/project/cyeva/#history 使用源码安装 --------------- diff --git a/docs/uv.lock b/docs/uv.lock new file mode 100644 index 0000000..baa0f99 --- /dev/null +++ b/docs/uv.lock @@ -0,0 +1,371 @@ +version = 1 +requires-python = ">=3.11, <3.13" + +[[package]] +name = "alabaster" +version = "1.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a6/f8/d9c74d0daf3f742840fd818d69cfae176fa332022fd44e3469487d5a9420/alabaster-1.0.0.tar.gz", hash = "sha256:c00dca57bca26fa62a6d7d0a9fcce65f3e026e9bfe33e9c538fd3fbb2144fd9e", size = 24210 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7e/b3/6b4067be973ae96ba0d615946e314c5ae35f9f993eca561b356540bb0c2b/alabaster-1.0.0-py3-none-any.whl", hash = "sha256:fc6786402dc3fcb2de3cabd5fe455a2db534b371124f1f21de8731783dec828b", size = 13929 }, +] + +[[package]] +name = "babel" +version = "2.16.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/2a/74/f1bc80f23eeba13393b7222b11d95ca3af2c1e28edca18af487137eefed9/babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316", size = 9348104 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ed/20/bc79bc575ba2e2a7f70e8a1155618bb1301eaa5132a8271373a6903f73f8/babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b", size = 9587599 }, +] + +[[package]] +name = "beautifulsoup4" +version = "4.12.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "soupsieve" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/b3/ca/824b1195773ce6166d388573fc106ce56d4a805bd7427b624e063596ec58/beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051", size = 581181 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b1/fe/e8c672695b37eecc5cbf43e1d0638d88d66ba3a44c4d321c796f4e59167f/beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed", size = 147925 }, +] + +[[package]] +name = "certifi" +version = "2024.8.30" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b0/ee/9b19140fe824b367c04c5e1b369942dd754c4c5462d5674002f75c4dedc1/certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9", size = 168507 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/12/90/3c9ff0512038035f59d279fddeb79f5f1eccd8859f06d6163c58798b9487/certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8", size = 167321 }, +] + +[[package]] +name = "charset-normalizer" +version = "3.4.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f2/4f/e1808dc01273379acc506d18f1504eb2d299bd4131743b9fc54d7be4df1e/charset_normalizer-3.4.0.tar.gz", hash = "sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e", size = 106620 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9c/61/73589dcc7a719582bf56aae309b6103d2762b526bffe189d635a7fcfd998/charset_normalizer-3.4.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:0d99dd8ff461990f12d6e42c7347fd9ab2532fb70e9621ba520f9e8637161d7c", size = 193339 }, + { url = "https://files.pythonhosted.org/packages/77/d5/8c982d58144de49f59571f940e329ad6e8615e1e82ef84584c5eeb5e1d72/charset_normalizer-3.4.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c57516e58fd17d03ebe67e181a4e4e2ccab1168f8c2976c6a334d4f819fe5944", size = 124366 }, + { url = "https://files.pythonhosted.org/packages/bf/19/411a64f01ee971bed3231111b69eb56f9331a769072de479eae7de52296d/charset_normalizer-3.4.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6dba5d19c4dfab08e58d5b36304b3f92f3bd5d42c1a3fa37b5ba5cdf6dfcbcee", size = 118874 }, + { url = "https://files.pythonhosted.org/packages/4c/92/97509850f0d00e9f14a46bc751daabd0ad7765cff29cdfb66c68b6dad57f/charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bf4475b82be41b07cc5e5ff94810e6a01f276e37c2d55571e3fe175e467a1a1c", size = 138243 }, + { url = "https://files.pythonhosted.org/packages/e2/29/d227805bff72ed6d6cb1ce08eec707f7cfbd9868044893617eb331f16295/charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ce031db0408e487fd2775d745ce30a7cd2923667cf3b69d48d219f1d8f5ddeb6", size = 148676 }, + { url = "https://files.pythonhosted.org/packages/13/bc/87c2c9f2c144bedfa62f894c3007cd4530ba4b5351acb10dc786428a50f0/charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8ff4e7cdfdb1ab5698e675ca622e72d58a6fa2a8aa58195de0c0061288e6e3ea", size = 141289 }, + { url = "https://files.pythonhosted.org/packages/eb/5b/6f10bad0f6461fa272bfbbdf5d0023b5fb9bc6217c92bf068fa5a99820f5/charset_normalizer-3.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3710a9751938947e6327ea9f3ea6332a09bf0ba0c09cae9cb1f250bd1f1549bc", size = 142585 }, + { url = "https://files.pythonhosted.org/packages/3b/a0/a68980ab8a1f45a36d9745d35049c1af57d27255eff8c907e3add84cf68f/charset_normalizer-3.4.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:82357d85de703176b5587dbe6ade8ff67f9f69a41c0733cf2425378b49954de5", size = 144408 }, + { url = "https://files.pythonhosted.org/packages/d7/a1/493919799446464ed0299c8eef3c3fad0daf1c3cd48bff9263c731b0d9e2/charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:47334db71978b23ebcf3c0f9f5ee98b8d65992b65c9c4f2d34c2eaf5bcaf0594", size = 139076 }, + { url = "https://files.pythonhosted.org/packages/fb/9d/9c13753a5a6e0db4a0a6edb1cef7aee39859177b64e1a1e748a6e3ba62c2/charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8ce7fd6767a1cc5a92a639b391891bf1c268b03ec7e021c7d6d902285259685c", size = 146874 }, + { url = "https://files.pythonhosted.org/packages/75/d2/0ab54463d3410709c09266dfb416d032a08f97fd7d60e94b8c6ef54ae14b/charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365", size = 150871 }, + { url = "https://files.pythonhosted.org/packages/8d/c9/27e41d481557be53d51e60750b85aa40eaf52b841946b3cdeff363105737/charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:63bc5c4ae26e4bc6be6469943b8253c0fd4e4186c43ad46e713ea61a0ba49129", size = 148546 }, + { url = "https://files.pythonhosted.org/packages/ee/44/4f62042ca8cdc0cabf87c0fc00ae27cd8b53ab68be3605ba6d071f742ad3/charset_normalizer-3.4.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bcb4f8ea87d03bc51ad04add8ceaf9b0f085ac045ab4d74e73bbc2dc033f0236", size = 143048 }, + { url = "https://files.pythonhosted.org/packages/01/f8/38842422988b795220eb8038745d27a675ce066e2ada79516c118f291f07/charset_normalizer-3.4.0-cp311-cp311-win32.whl", hash = "sha256:9ae4ef0b3f6b41bad6366fb0ea4fc1d7ed051528e113a60fa2a65a9abb5b1d99", size = 94389 }, + { url = "https://files.pythonhosted.org/packages/0b/6e/b13bd47fa9023b3699e94abf565b5a2f0b0be6e9ddac9812182596ee62e4/charset_normalizer-3.4.0-cp311-cp311-win_amd64.whl", hash = "sha256:cee4373f4d3ad28f1ab6290684d8e2ebdb9e7a1b74fdc39e4c211995f77bec27", size = 101752 }, + { url = "https://files.pythonhosted.org/packages/d3/0b/4b7a70987abf9b8196845806198975b6aab4ce016632f817ad758a5aa056/charset_normalizer-3.4.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0713f3adb9d03d49d365b70b84775d0a0d18e4ab08d12bc46baa6132ba78aaf6", size = 194445 }, + { url = "https://files.pythonhosted.org/packages/50/89/354cc56cf4dd2449715bc9a0f54f3aef3dc700d2d62d1fa5bbea53b13426/charset_normalizer-3.4.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf", size = 125275 }, + { url = "https://files.pythonhosted.org/packages/fa/44/b730e2a2580110ced837ac083d8ad222343c96bb6b66e9e4e706e4d0b6df/charset_normalizer-3.4.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4a51b48f42d9358460b78725283f04bddaf44a9358197b889657deba38f329db", size = 119020 }, + { url = "https://files.pythonhosted.org/packages/9d/e4/9263b8240ed9472a2ae7ddc3e516e71ef46617fe40eaa51221ccd4ad9a27/charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1", size = 139128 }, + { url = "https://files.pythonhosted.org/packages/6b/e3/9f73e779315a54334240353eaea75854a9a690f3f580e4bd85d977cb2204/charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03", size = 149277 }, + { url = "https://files.pythonhosted.org/packages/1a/cf/f1f50c2f295312edb8a548d3fa56a5c923b146cd3f24114d5adb7e7be558/charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d59d125ffbd6d552765510e3f31ed75ebac2c7470c7274195b9161a32350284", size = 142174 }, + { url = "https://files.pythonhosted.org/packages/16/92/92a76dc2ff3a12e69ba94e7e05168d37d0345fa08c87e1fe24d0c2a42223/charset_normalizer-3.4.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8cda06946eac330cbe6598f77bb54e690b4ca93f593dee1568ad22b04f347c15", size = 143838 }, + { url = "https://files.pythonhosted.org/packages/a4/01/2117ff2b1dfc61695daf2babe4a874bca328489afa85952440b59819e9d7/charset_normalizer-3.4.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8", size = 146149 }, + { url = "https://files.pythonhosted.org/packages/f6/9b/93a332b8d25b347f6839ca0a61b7f0287b0930216994e8bf67a75d050255/charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6b40e8d38afe634559e398cc32b1472f376a4099c75fe6299ae607e404c033b2", size = 140043 }, + { url = "https://files.pythonhosted.org/packages/ab/f6/7ac4a01adcdecbc7a7587767c776d53d369b8b971382b91211489535acf0/charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:b8dcd239c743aa2f9c22ce674a145e0a25cb1566c495928440a181ca1ccf6719", size = 148229 }, + { url = "https://files.pythonhosted.org/packages/9d/be/5708ad18161dee7dc6a0f7e6cf3a88ea6279c3e8484844c0590e50e803ef/charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:84450ba661fb96e9fd67629b93d2941c871ca86fc38d835d19d4225ff946a631", size = 151556 }, + { url = "https://files.pythonhosted.org/packages/5a/bb/3d8bc22bacb9eb89785e83e6723f9888265f3a0de3b9ce724d66bd49884e/charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:44aeb140295a2f0659e113b31cfe92c9061622cadbc9e2a2f7b8ef6b1e29ef4b", size = 149772 }, + { url = "https://files.pythonhosted.org/packages/f7/fa/d3fc622de05a86f30beea5fc4e9ac46aead4731e73fd9055496732bcc0a4/charset_normalizer-3.4.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:1db4e7fefefd0f548d73e2e2e041f9df5c59e178b4c72fbac4cc6f535cfb1565", size = 144800 }, + { url = "https://files.pythonhosted.org/packages/9a/65/bdb9bc496d7d190d725e96816e20e2ae3a6fa42a5cac99c3c3d6ff884118/charset_normalizer-3.4.0-cp312-cp312-win32.whl", hash = "sha256:5726cf76c982532c1863fb64d8c6dd0e4c90b6ece9feb06c9f202417a31f7dd7", size = 94836 }, + { url = "https://files.pythonhosted.org/packages/3e/67/7b72b69d25b89c0b3cea583ee372c43aa24df15f0e0f8d3982c57804984b/charset_normalizer-3.4.0-cp312-cp312-win_amd64.whl", hash = "sha256:b197e7094f232959f8f20541ead1d9862ac5ebea1d58e9849c1bf979255dfac9", size = 102187 }, + { url = "https://files.pythonhosted.org/packages/bf/9b/08c0432272d77b04803958a4598a51e2a4b51c06640af8b8f0f908c18bf2/charset_normalizer-3.4.0-py3-none-any.whl", hash = "sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079", size = 49446 }, +] + +[[package]] +name = "colorama" +version = "0.4.6" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 }, +] + +[[package]] +name = "cyeva-docs" +version = "0.2.0" +source = { virtual = "." } + +[package.dev-dependencies] +dev = [ + { name = "furo" }, + { name = "sphinx" }, + { name = "sphinx-rtd-theme" }, +] + +[package.metadata] + +[package.metadata.requires-dev] +dev = [ + { name = "furo", specifier = ">=2024.8.6" }, + { name = "sphinx", specifier = ">=8.1.3" }, + { name = "sphinx-rtd-theme", specifier = ">=3.0.1" }, +] + +[[package]] +name = "docutils" +version = "0.21.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ae/ed/aefcc8cd0ba62a0560c3c18c33925362d46c6075480bfa4df87b28e169a9/docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f", size = 2204444 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/8f/d7/9322c609343d929e75e7e5e6255e614fcc67572cfd083959cdef3b7aad79/docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2", size = 587408 }, +] + +[[package]] +name = "furo" +version = "2024.8.6" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "beautifulsoup4" }, + { name = "pygments" }, + { name = "sphinx" }, + { name = "sphinx-basic-ng" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a0/e2/d351d69a9a9e4badb4a5be062c2d0e87bd9e6c23b5e57337fef14bef34c8/furo-2024.8.6.tar.gz", hash = "sha256:b63e4cee8abfc3136d3bc03a3d45a76a850bada4d6374d24c1716b0e01394a01", size = 1661506 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/27/48/e791a7ed487dbb9729ef32bb5d1af16693d8925f4366befef54119b2e576/furo-2024.8.6-py3-none-any.whl", hash = "sha256:6cd97c58b47813d3619e63e9081169880fbe331f0ca883c871ff1f3f11814f5c", size = 341333 }, +] + +[[package]] +name = "idna" +version = "3.10" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f1/70/7703c29685631f5a7590aa73f1f1d3fa9a380e654b86af429e0934a32f7d/idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9", size = 190490 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/76/c6/c88e154df9c4e1a2a66ccf0005a88dfb2650c1dffb6f5ce603dfbd452ce3/idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3", size = 70442 }, +] + +[[package]] +name = "imagesize" +version = "1.4.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a7/84/62473fb57d61e31fef6e36d64a179c8781605429fd927b5dd608c997be31/imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a", size = 1280026 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ff/62/85c4c919272577931d407be5ba5d71c20f0b616d31a0befe0ae45bb79abd/imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b", size = 8769 }, +] + +[[package]] +name = "jinja2" +version = "3.1.4" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markupsafe" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ed/55/39036716d19cab0747a5020fc7e907f362fbf48c984b14e62127f7e68e5d/jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369", size = 240245 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/31/80/3a54838c3fb461f6fec263ebf3a3a41771bd05190238de3486aae8540c36/jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d", size = 133271 }, +] + +[[package]] +name = "markupsafe" +version = "3.0.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b2/97/5d42485e71dfc078108a86d6de8fa46db44a1a9295e89c5d6d4a06e23a62/markupsafe-3.0.2.tar.gz", hash = "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0", size = 20537 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6b/28/bbf83e3f76936960b850435576dd5e67034e200469571be53f69174a2dfd/MarkupSafe-3.0.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d", size = 14353 }, + { url = "https://files.pythonhosted.org/packages/6c/30/316d194b093cde57d448a4c3209f22e3046c5bb2fb0820b118292b334be7/MarkupSafe-3.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93", size = 12392 }, + { url = "https://files.pythonhosted.org/packages/f2/96/9cdafba8445d3a53cae530aaf83c38ec64c4d5427d975c974084af5bc5d2/MarkupSafe-3.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832", size = 23984 }, + { url = "https://files.pythonhosted.org/packages/f1/a4/aefb044a2cd8d7334c8a47d3fb2c9f328ac48cb349468cc31c20b539305f/MarkupSafe-3.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84", size = 23120 }, + { url = "https://files.pythonhosted.org/packages/8d/21/5e4851379f88f3fad1de30361db501300d4f07bcad047d3cb0449fc51f8c/MarkupSafe-3.0.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca", size = 23032 }, + { url = "https://files.pythonhosted.org/packages/00/7b/e92c64e079b2d0d7ddf69899c98842f3f9a60a1ae72657c89ce2655c999d/MarkupSafe-3.0.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798", size = 24057 }, + { url = "https://files.pythonhosted.org/packages/f9/ac/46f960ca323037caa0a10662ef97d0a4728e890334fc156b9f9e52bcc4ca/MarkupSafe-3.0.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e", size = 23359 }, + { url = "https://files.pythonhosted.org/packages/69/84/83439e16197337b8b14b6a5b9c2105fff81d42c2a7c5b58ac7b62ee2c3b1/MarkupSafe-3.0.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4", size = 23306 }, + { url = "https://files.pythonhosted.org/packages/9a/34/a15aa69f01e2181ed8d2b685c0d2f6655d5cca2c4db0ddea775e631918cd/MarkupSafe-3.0.2-cp311-cp311-win32.whl", hash = "sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d", size = 15094 }, + { url = "https://files.pythonhosted.org/packages/da/b8/3a3bd761922d416f3dc5d00bfbed11f66b1ab89a0c2b6e887240a30b0f6b/MarkupSafe-3.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b", size = 15521 }, + { url = "https://files.pythonhosted.org/packages/22/09/d1f21434c97fc42f09d290cbb6350d44eb12f09cc62c9476effdb33a18aa/MarkupSafe-3.0.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf", size = 14274 }, + { url = "https://files.pythonhosted.org/packages/6b/b0/18f76bba336fa5aecf79d45dcd6c806c280ec44538b3c13671d49099fdd0/MarkupSafe-3.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225", size = 12348 }, + { url = "https://files.pythonhosted.org/packages/e0/25/dd5c0f6ac1311e9b40f4af06c78efde0f3b5cbf02502f8ef9501294c425b/MarkupSafe-3.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028", size = 24149 }, + { url = "https://files.pythonhosted.org/packages/f3/f0/89e7aadfb3749d0f52234a0c8c7867877876e0a20b60e2188e9850794c17/MarkupSafe-3.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8", size = 23118 }, + { url = "https://files.pythonhosted.org/packages/d5/da/f2eeb64c723f5e3777bc081da884b414671982008c47dcc1873d81f625b6/MarkupSafe-3.0.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c", size = 22993 }, + { url = "https://files.pythonhosted.org/packages/da/0e/1f32af846df486dce7c227fe0f2398dc7e2e51d4a370508281f3c1c5cddc/MarkupSafe-3.0.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557", size = 24178 }, + { url = "https://files.pythonhosted.org/packages/c4/f6/bb3ca0532de8086cbff5f06d137064c8410d10779c4c127e0e47d17c0b71/MarkupSafe-3.0.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22", size = 23319 }, + { url = "https://files.pythonhosted.org/packages/a2/82/8be4c96ffee03c5b4a034e60a31294daf481e12c7c43ab8e34a1453ee48b/MarkupSafe-3.0.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48", size = 23352 }, + { url = "https://files.pythonhosted.org/packages/51/ae/97827349d3fcffee7e184bdf7f41cd6b88d9919c80f0263ba7acd1bbcb18/MarkupSafe-3.0.2-cp312-cp312-win32.whl", hash = "sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30", size = 15097 }, + { url = "https://files.pythonhosted.org/packages/c1/80/a61f99dc3a936413c3ee4e1eecac96c0da5ed07ad56fd975f1a9da5bc630/MarkupSafe-3.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87", size = 15601 }, +] + +[[package]] +name = "packaging" +version = "24.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/51/65/50db4dda066951078f0a96cf12f4b9ada6e4b811516bf0262c0f4f7064d4/packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002", size = 148788 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/08/aa/cc0199a5f0ad350994d660967a8efb233fe0416e4639146c089643407ce6/packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124", size = 53985 }, +] + +[[package]] +name = "pygments" +version = "2.18.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/8e/62/8336eff65bcbc8e4cb5d05b55faf041285951b6e80f33e2bff2024788f31/pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199", size = 4891905 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f7/3f/01c8b82017c199075f8f788d0d906b9ffbbc5a47dc9918a945e13d5a2bda/pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a", size = 1205513 }, +] + +[[package]] +name = "requests" +version = "2.32.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "certifi" }, + { name = "charset-normalizer" }, + { name = "idna" }, + { name = "urllib3" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/63/70/2bf7780ad2d390a8d301ad0b550f1581eadbd9a20f896afe06353c2a2913/requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760", size = 131218 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f9/9b/335f9764261e915ed497fcdeb11df5dfd6f7bf257d4a6a2a686d80da4d54/requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6", size = 64928 }, +] + +[[package]] +name = "snowballstemmer" +version = "2.2.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/44/7b/af302bebf22c749c56c9c3e8ae13190b5b5db37a33d9068652e8f73b7089/snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1", size = 86699 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ed/dc/c02e01294f7265e63a7315fe086dd1df7dacb9f840a804da846b96d01b96/snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a", size = 93002 }, +] + +[[package]] +name = "soupsieve" +version = "2.6" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d7/ce/fbaeed4f9fb8b2daa961f90591662df6a86c1abf25c548329a86920aedfb/soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb", size = 101569 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/c2/fe97d779f3ef3b15f05c94a2f1e3d21732574ed441687474db9d342a7315/soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9", size = 36186 }, +] + +[[package]] +name = "sphinx" +version = "8.1.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "alabaster" }, + { name = "babel" }, + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "docutils" }, + { name = "imagesize" }, + { name = "jinja2" }, + { name = "packaging" }, + { name = "pygments" }, + { name = "requests" }, + { name = "snowballstemmer" }, + { name = "sphinxcontrib-applehelp" }, + { name = "sphinxcontrib-devhelp" }, + { name = "sphinxcontrib-htmlhelp" }, + { name = "sphinxcontrib-jsmath" }, + { name = "sphinxcontrib-qthelp" }, + { name = "sphinxcontrib-serializinghtml" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/be0b61178fe2cdcb67e2a92fc9ebb488e3c51c4f74a36a7824c0adf23425/sphinx-8.1.3.tar.gz", hash = "sha256:43c1911eecb0d3e161ad78611bc905d1ad0e523e4ddc202a58a821773dc4c927", size = 8184611 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/26/60/1ddff83a56d33aaf6f10ec8ce84b4c007d9368b21008876fceda7e7381ef/sphinx-8.1.3-py3-none-any.whl", hash = "sha256:09719015511837b76bf6e03e42eb7595ac8c2e41eeb9c29c5b755c6b677992a2", size = 3487125 }, +] + +[[package]] +name = "sphinx-basic-ng" +version = "1.0.0b2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "sphinx" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/98/0b/a866924ded68efec7a1759587a4e478aec7559d8165fac8b2ad1c0e774d6/sphinx_basic_ng-1.0.0b2.tar.gz", hash = "sha256:9ec55a47c90c8c002b5960c57492ec3021f5193cb26cebc2dc4ea226848651c9", size = 20736 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3c/dd/018ce05c532a22007ac58d4f45232514cd9d6dd0ee1dc374e309db830983/sphinx_basic_ng-1.0.0b2-py3-none-any.whl", hash = "sha256:eb09aedbabfb650607e9b4b68c9d240b90b1e1be221d6ad71d61c52e29f7932b", size = 22496 }, +] + +[[package]] +name = "sphinx-rtd-theme" +version = "3.0.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "docutils" }, + { name = "sphinx" }, + { name = "sphinxcontrib-jquery" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/55/ff/e24d14f397ce07a93d302be444d4da7953294f9b1be99497dc92f800ac7b/sphinx_rtd_theme-3.0.1.tar.gz", hash = "sha256:a4c5745d1b06dfcb80b7704fe532eb765b44065a8fad9851e4258c8804140703", size = 7620352 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c8/51/aed903ad0843a06ccfb93e6e8849e752a9379eaec0f50d9237ae373dd737/sphinx_rtd_theme-3.0.1-py2.py3-none-any.whl", hash = "sha256:921c0ece75e90633ee876bd7b148cfaad136b481907ad154ac3669b6fc957916", size = 7655509 }, +] + +[[package]] +name = "sphinxcontrib-applehelp" +version = "2.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ba/6e/b837e84a1a704953c62ef8776d45c3e8d759876b4a84fe14eba2859106fe/sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1", size = 20053 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5d/85/9ebeae2f76e9e77b952f4b274c27238156eae7979c5421fba91a28f4970d/sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5", size = 119300 }, +] + +[[package]] +name = "sphinxcontrib-devhelp" +version = "2.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f6/d2/5beee64d3e4e747f316bae86b55943f51e82bb86ecd325883ef65741e7da/sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad", size = 12967 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/35/7a/987e583882f985fe4d7323774889ec58049171828b58c2217e7f79cdf44e/sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2", size = 82530 }, +] + +[[package]] +name = "sphinxcontrib-htmlhelp" +version = "2.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/43/93/983afd9aa001e5201eab16b5a444ed5b9b0a7a010541e0ddfbbfd0b2470c/sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9", size = 22617 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0a/7b/18a8c0bcec9182c05a0b3ec2a776bba4ead82750a55ff798e8d406dae604/sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8", size = 98705 }, +] + +[[package]] +name = "sphinxcontrib-jquery" +version = "4.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "sphinx" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/de/f3/aa67467e051df70a6330fe7770894b3e4f09436dea6881ae0b4f3d87cad8/sphinxcontrib-jquery-4.1.tar.gz", hash = "sha256:1620739f04e36a2c779f1a131a2dfd49b2fd07351bf1968ced074365933abc7a", size = 122331 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/76/85/749bd22d1a68db7291c89e2ebca53f4306c3f205853cf31e9de279034c3c/sphinxcontrib_jquery-4.1-py2.py3-none-any.whl", hash = "sha256:f936030d7d0147dd026a4f2b5a57343d233f1fc7b363f68b3d4f1cb0993878ae", size = 121104 }, +] + +[[package]] +name = "sphinxcontrib-jsmath" +version = "1.0.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b2/e8/9ed3830aeed71f17c026a07a5097edcf44b692850ef215b161b8ad875729/sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8", size = 5787 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c2/42/4c8646762ee83602e3fb3fbe774c2fac12f317deb0b5dbeeedd2d3ba4b77/sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178", size = 5071 }, +] + +[[package]] +name = "sphinxcontrib-qthelp" +version = "2.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/68/bc/9104308fc285eb3e0b31b67688235db556cd5b0ef31d96f30e45f2e51cae/sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab", size = 17165 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/27/83/859ecdd180cacc13b1f7e857abf8582a64552ea7a061057a6c716e790fce/sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb", size = 88743 }, +] + +[[package]] +name = "sphinxcontrib-serializinghtml" +version = "2.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/3b/44/6716b257b0aa6bfd51a1b31665d1c205fb12cb5ad56de752dfa15657de2f/sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d", size = 16080 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/52/a7/d2782e4e3f77c8450f727ba74a8f12756d5ba823d81b941f1b04da9d033a/sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331", size = 92072 }, +] + +[[package]] +name = "urllib3" +version = "2.2.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ed/63/22ba4ebfe7430b76388e7cd448d5478814d3032121827c12a2cc287e2260/urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9", size = 300677 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ce/d9/5f4c13cecde62396b0d3fe530a50ccea91e7dfc1ccf0e09c228841bb5ba8/urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac", size = 126338 }, +] diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..ee17c4a --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,42 @@ +[project] +name = "cyeva" +version = "0.2.0" +description = "A package to evaluate weather forecast correction" +readme = "README.md" +# Python 3.13 is not supported yet. See https://github.com/hgrecco/pint/issues/2065 +requires-python = ">=3.10, <3.13" +dependencies = [ + "numpy>=2.1.2", + "pandas>=2.2.3", + "pint>=0.24.3", + "scipy>=1.14.1", +] +authors = [{ name = "caiyunapp", email = "oss@caiyunapp.com" }] +maintainers = [{ name = "ringsaturn", email = "ringsaturn.me@gmail.com" }] +classifiers = [ + "Development Status :: 4 - Beta", + "Topic :: Scientific/Engineering :: Atmospheric Science", + "Topic :: Scientific/Engineering :: Mathematics", + "License :: OSI Approved :: BSD License", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Operating System :: POSIX :: Linux", + "Operating System :: Microsoft :: Windows", + "Operating System :: MacOS", + "Framework :: Sphinx", +] + +[tool.uv] +dev-dependencies = [ + "pytest>=8.3.3", + "ruff>=0.7.1", + "pytest-cov>=5.0.0", + "pytest-benchmark>=4.0.0", + "pytest-memray>=1.7.0; sys_platform != 'win32'", +] +package = true + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" diff --git a/requirements/requirements-dev.txt b/requirements/requirements-dev.txt deleted file mode 100644 index 197e7a3..0000000 --- a/requirements/requirements-dev.txt +++ /dev/null @@ -1,7 +0,0 @@ --r requirements.txt - -pytest>=6.2.2 -black>=22.3.0 -ipdb>=0.13.9 -Sphinx>=5.0.1 -sphinx-rtd-theme>=1.0.0 \ No newline at end of file diff --git a/requirements/requirements-doc.txt b/requirements/requirements-doc.txt deleted file mode 100644 index eadbdfc..0000000 --- a/requirements/requirements-doc.txt +++ /dev/null @@ -1,3 +0,0 @@ -Sphinx>=5.0.1 -sphinx-rtd-theme>=1.0.0 -furo==2022.6.21 diff --git a/requirements/requirements.txt b/requirements/requirements.txt deleted file mode 100644 index 66ec9c4..0000000 --- a/requirements/requirements.txt +++ /dev/null @@ -1,5 +0,0 @@ -numpy>=1.19.5 -pandas>=1.1.5 -fire>=0.4.0 -scipy>=1.5.4 -pint==0.18 \ No newline at end of file diff --git a/setup.py b/setup.py deleted file mode 100644 index 0de5186..0000000 --- a/setup.py +++ /dev/null @@ -1,60 +0,0 @@ -import setuptools -import os -import codecs - - -def read(rel_path): - here = os.path.abspath(os.path.dirname(__file__)) - with codecs.open(os.path.join(here, rel_path), "r", encoding="utf8") as fp: - return fp.read() - - -def get_version(rel_path): - for line in read(rel_path).splitlines(): - if line.startswith("__version__"): - delim = '"' if '"' in line else "'" - return line.split(delim)[1] - else: - raise RuntimeError("Unable to find version string.") - - -FILE_PATH = os.path.dirname(os.path.realpath(__file__)) - -with open(os.path.join(FILE_PATH, "README.md"), "r", encoding="utf8") as fh: - long_description = fh.read() - -requirements_path = os.path.join(FILE_PATH, "requirements/requirements.txt") -with open(requirements_path, encoding="utf8") as f: - required = f.read().splitlines() - -setuptools.setup( - name="cyeva", - author="caiyunapp", - version=get_version("cyeva/__init__.py"), - author_email="oss@caiyunapp.com", - description="A package to evaluate weather forecast correction", - long_description=long_description, - long_description_content_type="text/markdown", - url="https://github.com/caiyunapp/cyeva", - include_package_data=True, - package_data={"": ["*.csv", "*.config", "*.nl", "*.json"]}, - packages=setuptools.find_packages( - exclude=["*.tests", "*.tests.*", "tests.*", "tests"] - ), - install_requires=required, - classifiers=[ - "Development Status :: 4 - Beta", - "Topic :: Scientific/Engineering :: Atmospheric Science", - "Topic :: Scientific/Engineering :: Mathematics", - "License :: OSI Approved :: BSD License", - "Programming Language :: Python :: 3.7", - "Programming Language :: Python :: 3.8", - "Programming Language :: Python :: 3.9", - "Programming Language :: Python :: 3.10", - "Operating System :: POSIX :: Linux", - "Operating System :: Microsoft :: Windows", - "Operating System :: MacOS", - "Framework :: Sphinx", - ], - python_requires=">=3.7", -) diff --git a/tests/functions/case/__init__.py b/tests/functions/case/__init__.py index fb31def..08ba1ea 100644 --- a/tests/functions/case/__init__.py +++ b/tests/functions/case/__init__.py @@ -1,8 +1,5 @@ import numpy as np -from cyeva.core.base import Comparison - - RMSE_CASE = [ {"obs": np.array([1, 2, 3, 0]), "fct": np.array([1, 2, 3, 0]), "result": 0}, {"obs": np.array([1, 2, 0, 0]), "fct": np.array([0, 0, 3, 4]), "result": 2.7386}, diff --git a/tests/functions/case/precip/accumulate/__init__.py b/tests/functions/case/precip/accumulate/__init__.py index f1739cf..8886ce7 100644 --- a/tests/functions/case/precip/accumulate/__init__.py +++ b/tests/functions/case/precip/accumulate/__init__.py @@ -1,7 +1,21 @@ from .acc_accuracy_ratio import ACC_ACCURACY_RATE_CASE +from .acc_bias_score import ACC_BIAS_SCORE_CASE +from .acc_ets import ACC_ETS_SCORE_CASE +from .acc_false_alarm_ratio import ( + ACC_FALSE_ALARM_RATE_CASE, + ACC_FALSE_ALARM_RATIO_CASE, +) from .acc_hit_ratio import ACC_HIT_RATIO_CASE -from .acc_ts import ACC_TS_SCORE_CASE from .acc_miss_ratio import ACC_MISS_RATIO_CASE -from .acc_ets import ACC_ETS_SCORE_CASE -from .acc_bias_score import ACC_BIAS_SCORE_CASE -from .acc_false_alarm_ratio import ACC_FALSE_ALARM_RATE_CASE, ACC_FALSE_ALARM_RATIO_CASE +from .acc_ts import ACC_TS_SCORE_CASE + +__all__ = [ + "ACC_ACCURACY_RATE_CASE", + "ACC_BIAS_SCORE_CASE", + "ACC_ETS_SCORE_CASE", + "ACC_FALSE_ALARM_RATE_CASE", + "ACC_FALSE_ALARM_RATIO_CASE", + "ACC_HIT_RATIO_CASE", + "ACC_MISS_RATIO_CASE", + "ACC_TS_SCORE_CASE", +] diff --git a/tests/functions/case/precip/accumulate/acc_accuracy_ratio.py b/tests/functions/case/precip/accumulate/acc_accuracy_ratio.py index 82fc490..448afbe 100644 --- a/tests/functions/case/precip/accumulate/acc_accuracy_ratio.py +++ b/tests/functions/case/precip/accumulate/acc_accuracy_ratio.py @@ -1,5 +1,3 @@ -import numpy as np - ACC_ACCURACY_RATE_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/accumulate/acc_bias_score.py b/tests/functions/case/precip/accumulate/acc_bias_score.py index 6fad18a..a3af963 100644 --- a/tests/functions/case/precip/accumulate/acc_bias_score.py +++ b/tests/functions/case/precip/accumulate/acc_bias_score.py @@ -1,5 +1,3 @@ -import numpy as np - ACC_BIAS_SCORE_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/accumulate/acc_ets.py b/tests/functions/case/precip/accumulate/acc_ets.py index a9c7860..275e216 100644 --- a/tests/functions/case/precip/accumulate/acc_ets.py +++ b/tests/functions/case/precip/accumulate/acc_ets.py @@ -1,5 +1,3 @@ -import numpy as np - ACC_ETS_SCORE_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/accumulate/acc_hit_ratio.py b/tests/functions/case/precip/accumulate/acc_hit_ratio.py index 2eef42a..2548764 100644 --- a/tests/functions/case/precip/accumulate/acc_hit_ratio.py +++ b/tests/functions/case/precip/accumulate/acc_hit_ratio.py @@ -1,5 +1,3 @@ -import numpy as np - ACC_HIT_RATIO_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/accumulate/acc_ts.py b/tests/functions/case/precip/accumulate/acc_ts.py index ae20453..13fbb36 100644 --- a/tests/functions/case/precip/accumulate/acc_ts.py +++ b/tests/functions/case/precip/accumulate/acc_ts.py @@ -1,5 +1,3 @@ -import numpy as np - ACC_TS_SCORE_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/interval/__init__.py b/tests/functions/case/precip/interval/__init__.py index 97a9b8c..e297157 100644 --- a/tests/functions/case/precip/interval/__init__.py +++ b/tests/functions/case/precip/interval/__init__.py @@ -1,7 +1,21 @@ from .lev_accuracy_ratio import LEV_ACCURACY_RATE_CASE +from .lev_bias_score import LEV_BIAS_SCORE_CASE +from .lev_ets import LEV_ETS_SCORE_CASE +from .lev_false_alarm import ( + LEV_FALSE_ALARM_RATE_CASE, + LEV_FALSE_ALARM_RATIO_CASE, +) from .lev_hit_ratio import LEV_HIT_RATIO_CASE -from .lev_ts import LEV_TS_SCORE_CASE from .lev_miss_ratio import LEV_MISS_RATE_CASE -from .lev_ets import LEV_ETS_SCORE_CASE -from .lev_bias_score import LEV_BIAS_SCORE_CASE -from .lev_false_alarm import LEV_FALSE_ALARM_RATIO_CASE, LEV_FALSE_ALARM_RATE_CASE +from .lev_ts import LEV_TS_SCORE_CASE + +__all__ = [ + "LEV_ACCURACY_RATE_CASE", + "LEV_BIAS_SCORE_CASE", + "LEV_ETS_SCORE_CASE", + "LEV_FALSE_ALARM_RATE_CASE", + "LEV_FALSE_ALARM_RATIO_CASE", + "LEV_HIT_RATIO_CASE", + "LEV_MISS_RATE_CASE", + "LEV_TS_SCORE_CASE", +] diff --git a/tests/functions/case/precip/interval/lev_accuracy_ratio.py b/tests/functions/case/precip/interval/lev_accuracy_ratio.py index 5e3cac1..2fd974a 100644 --- a/tests/functions/case/precip/interval/lev_accuracy_ratio.py +++ b/tests/functions/case/precip/interval/lev_accuracy_ratio.py @@ -1,5 +1,3 @@ -import numpy as np - LEV_ACCURACY_RATE_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/interval/lev_bias_score.py b/tests/functions/case/precip/interval/lev_bias_score.py index da72add..96c5d25 100644 --- a/tests/functions/case/precip/interval/lev_bias_score.py +++ b/tests/functions/case/precip/interval/lev_bias_score.py @@ -1,5 +1,3 @@ -import numpy as np - LEV_BIAS_SCORE_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/interval/lev_ets.py b/tests/functions/case/precip/interval/lev_ets.py index 1ffe345..e296562 100644 --- a/tests/functions/case/precip/interval/lev_ets.py +++ b/tests/functions/case/precip/interval/lev_ets.py @@ -1,5 +1,3 @@ -import numpy as np - LEV_ETS_SCORE_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/interval/lev_hit_ratio.py b/tests/functions/case/precip/interval/lev_hit_ratio.py index 7751e69..99db6ec 100644 --- a/tests/functions/case/precip/interval/lev_hit_ratio.py +++ b/tests/functions/case/precip/interval/lev_hit_ratio.py @@ -1,5 +1,3 @@ -import numpy as np - LEV_HIT_RATIO_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/interval/lev_ts.py b/tests/functions/case/precip/interval/lev_ts.py index 3dda942..569ecd2 100644 --- a/tests/functions/case/precip/interval/lev_ts.py +++ b/tests/functions/case/precip/interval/lev_ts.py @@ -1,5 +1,3 @@ -import numpy as np - LEV_TS_SCORE_CASE = { "1h": { 1: [ diff --git a/tests/functions/case/precip/single/__init__.py b/tests/functions/case/precip/single/__init__.py index d3ed48b..ad3c7c1 100644 --- a/tests/functions/case/precip/single/__init__.py +++ b/tests/functions/case/precip/single/__init__.py @@ -1,7 +1,18 @@ from .accuracy_ratio import ACCURACY_RATE_CASE -from .hit_ratio import HIT_RATIO_CASE from .bias_score import BIAS_SCORE_CASE from .ets import ETS_SCORE_CASE from .false_alarm import FALSE_ALARM_RATE_CASE, FALSE_ALARM_RATIO_CASE +from .hit_ratio import HIT_RATIO_CASE from .miss_ratio import MISS_RATE_CASE from .ts import TS_SCORE_CASE + +__all__ = [ + "ACCURACY_RATE_CASE", + "BIAS_SCORE_CASE", + "ETS_SCORE_CASE", + "FALSE_ALARM_RATE_CASE", + "FALSE_ALARM_RATIO_CASE", + "HIT_RATIO_CASE", + "MISS_RATE_CASE", + "TS_SCORE_CASE", +] diff --git a/tests/functions/case/temp/__init__.py b/tests/functions/case/temp/__init__.py index 110da31..b00d5db 100644 --- a/tests/functions/case/temp/__init__.py +++ b/tests/functions/case/temp/__init__.py @@ -1,6 +1,15 @@ from .accuracy_ratio import ACCURACY_RATE_CASE -from .rmse import RMSE_CASE -from .mae import MAE_CASE -from .rss import RESIDUAL_SUM_OF_SQUARE_CASE from .chi_square import CHI_SQUARE_CASE from .linregress import LINREGRESS_CASE +from .mae import MAE_CASE +from .rmse import RMSE_CASE +from .rss import RESIDUAL_SUM_OF_SQUARE_CASE + +__all__ = [ + "ACCURACY_RATE_CASE", + "CHI_SQUARE_CASE", + "LINREGRESS_CASE", + "MAE_CASE", + "RMSE_CASE", + "RESIDUAL_SUM_OF_SQUARE_CASE", +] diff --git a/tests/functions/case/weather_code/__init__.py b/tests/functions/case/weather_code/__init__.py index aedafd0..aa2fb20 100644 --- a/tests/functions/case/weather_code/__init__.py +++ b/tests/functions/case/weather_code/__init__.py @@ -1,3 +1,5 @@ from .accuracy_ratio import ACCURACY_RATE_CASE from .hk import HK_CASE from .hss import HSS_CASE + +__all__ = ["ACCURACY_RATE_CASE", "HK_CASE", "HSS_CASE"] diff --git a/tests/functions/case/wind/__init__.py b/tests/functions/case/wind/__init__.py index 3b471bc..f67fbe1 100644 --- a/tests/functions/case/wind/__init__.py +++ b/tests/functions/case/wind/__init__.py @@ -1,26 +1,26 @@ import numpy as np from .wind_directions import ( - LEAST_ANGLE_DEFLECTION_CASE, - LEAST_DIR_DEFLECTION_CASE, IDENTIFY_DIRECTION8_CASE, IDENTIFY_DIRECTION16_CASE, - WIND_DIR_SCORE_CASE, + LEAST_ANGLE_DEFLECTION_CASE, + LEAST_DIR_DEFLECTION_CASE, WIND_DIR_ACCURACY_RATE, + WIND_DIR_SCORE_CASE, ) from .wind_speed import ( IDENTIFY_SPEED_LEVEL_GENERAL_CASE, IDENTIFY_SPEED_LEVEL_MAPPING_CASE, LEAST_LEV_DEFLECTION_CASE, WIND_LEVEL_ACCURACY_RATE_CASE, - WIND_SPEED_SCORE_CASE, WIND_SPEED_ACCURACY_RATE_CASE, + WIND_SPEED_CHI_SQUARE_CASE, + WIND_SPEED_LINREGRESS_CASE, WIND_SPEED_MAE_CASE, + WIND_SPEED_RESIDUAL_SUM_OF_SQUARE_CASE, + WIND_SPEED_SCORE_CASE, WIND_SPEED_STRONGER_RATE_CASE, WIND_SPEED_WEAKER_RATE_CASE, - WIND_SPEED_CHI_SQUARE_CASE, - WIND_SPEED_RESIDUAL_SUM_OF_SQUARE_CASE, - WIND_SPEED_LINREGRESS_CASE, ) FILTER_WIND_SCALES_CASE = [ @@ -162,3 +162,26 @@ ], }, ] + + +__all__ = [ + "IDENTIFY_DIRECTION8_CASE", + "IDENTIFY_DIRECTION16_CASE", + "LEAST_ANGLE_DEFLECTION_CASE", + "LEAST_DIR_DEFLECTION_CASE", + "WIND_DIR_ACCURACY_RATE", + "WIND_DIR_SCORE_CASE", + "IDENTIFY_SPEED_LEVEL_GENERAL_CASE", + "IDENTIFY_SPEED_LEVEL_MAPPING_CASE", + "LEAST_LEV_DEFLECTION_CASE", + "WIND_LEVEL_ACCURACY_RATE_CASE", + "WIND_SPEED_ACCURACY_RATE_CASE", + "WIND_SPEED_CHI_SQUARE_CASE", + "WIND_SPEED_LINREGRESS_CASE", + "WIND_SPEED_MAE_CASE", + "WIND_SPEED_RESIDUAL_SUM_OF_SQUARE_CASE", + "WIND_SPEED_SCORE_CASE", + "WIND_SPEED_STRONGER_RATE_CASE", + "WIND_SPEED_WEAKER_RATE_CASE", + "FILTER_WIND_SCALES_CASE", +] diff --git a/tests/functions/case/wind/wind_directions.py b/tests/functions/case/wind/wind_directions.py index 4f1575e..8123cc9 100644 --- a/tests/functions/case/wind/wind_directions.py +++ b/tests/functions/case/wind/wind_directions.py @@ -1,5 +1,4 @@ import numpy as np - from pint import Unit LEAST_ANGLE_DEFLECTION_CASE = [ diff --git a/tests/functions/test_base.py b/tests/functions/test_base.py index 6f99e8d..3bda7da 100644 --- a/tests/functions/test_base.py +++ b/tests/functions/test_base.py @@ -1,15 +1,16 @@ import numpy as np from cyeva.core.base import Comparison + from .case import ( - RMSE_CASE, - MAE_CASE, - CHI_SQUARE_CASE, - RESIDUAL_SUM_OF_SQUARE_CASE, - LINREGRESS_ARGS_CASE, - BINARY_ACCURACY_RATIO_CASE, BIAS_CASE, + BINARY_ACCURACY_RATIO_CASE, + CHI_SQUARE_CASE, DIFF_ACCURACY_RATIO, + LINREGRESS_ARGS_CASE, + MAE_CASE, + RESIDUAL_SUM_OF_SQUARE_CASE, + RMSE_CASE, ) diff --git a/tests/functions/test_precip.py b/tests/functions/test_precip.py index 29cc585..07064c5 100644 --- a/tests/functions/test_precip.py +++ b/tests/functions/test_precip.py @@ -1,50 +1,49 @@ import numpy as np from cyeva import ( + PrecipitationComparison, calc_precip_accumulate_indicators, - calc_precip_occur_indicators, calc_precip_interval_indicators, - PrecipitationComparison, + calc_precip_occur_indicators, ) -from .case.precip.single import ( - ACCURACY_RATE_CASE, - HIT_RATIO_CASE, - BIAS_SCORE_CASE, - ETS_SCORE_CASE, - TS_SCORE_CASE, - FALSE_ALARM_RATE_CASE, - FALSE_ALARM_RATIO_CASE, - MISS_RATE_CASE, -) -from .case.precip.interval import ( - LEV_ACCURACY_RATE_CASE, - LEV_HIT_RATIO_CASE, - LEV_TS_SCORE_CASE, - LEV_ETS_SCORE_CASE, - LEV_MISS_RATE_CASE, - LEV_FALSE_ALARM_RATIO_CASE, - LEV_FALSE_ALARM_RATE_CASE, - LEV_BIAS_SCORE_CASE, +from .case import ( + BIAS_CASE, + CHI_SQUARE_CASE, + DIFF_ACCURACY_RATIO, + LINREGRESS_ARGS_CASE, + MAE_CASE, + RESIDUAL_SUM_OF_SQUARE_CASE, + RMSE_CASE, ) from .case.precip.accumulate import ( ACC_ACCURACY_RATE_CASE, - ACC_HIT_RATIO_CASE, - ACC_TS_SCORE_CASE, + ACC_BIAS_SCORE_CASE, ACC_ETS_SCORE_CASE, - ACC_MISS_RATIO_CASE, ACC_FALSE_ALARM_RATE_CASE, ACC_FALSE_ALARM_RATIO_CASE, - ACC_BIAS_SCORE_CASE, + ACC_HIT_RATIO_CASE, + ACC_MISS_RATIO_CASE, + ACC_TS_SCORE_CASE, ) -from .case import ( - RMSE_CASE, - CHI_SQUARE_CASE, - MAE_CASE, - RESIDUAL_SUM_OF_SQUARE_CASE, - LINREGRESS_ARGS_CASE, - BIAS_CASE, - DIFF_ACCURACY_RATIO, +from .case.precip.interval import ( + LEV_ACCURACY_RATE_CASE, + LEV_BIAS_SCORE_CASE, + LEV_ETS_SCORE_CASE, + LEV_FALSE_ALARM_RATIO_CASE, + LEV_HIT_RATIO_CASE, + LEV_MISS_RATE_CASE, + LEV_TS_SCORE_CASE, +) +from .case.precip.single import ( + ACCURACY_RATE_CASE, + BIAS_SCORE_CASE, + ETS_SCORE_CASE, + FALSE_ALARM_RATE_CASE, + FALSE_ALARM_RATIO_CASE, + HIT_RATIO_CASE, + MISS_RATE_CASE, + TS_SCORE_CASE, ) diff --git a/tests/functions/test_statistic.py b/tests/functions/test_statistic.py index e48f3da..38a83ce 100644 --- a/tests/functions/test_statistic.py +++ b/tests/functions/test_statistic.py @@ -1,16 +1,16 @@ import numpy as np from cyeva.core.statistic import ( + calc_linregress, calc_mae, calc_mbe, - calc_threshold_hit_ratio, - calc_threshold_false_alarm_ratio, - calc_threshold_ts, - calc_linregress, - calc_multiclass_confusion_matrix, calc_multiclass_accuracy_ratio, + calc_multiclass_confusion_matrix, calc_multiclass_hanssen_kuipers_score, calc_multiclass_heidke_skill_score, + calc_threshold_false_alarm_ratio, + calc_threshold_hit_ratio, + calc_threshold_ts, ) diff --git a/tests/functions/test_temp.py b/tests/functions/test_temp.py index 0a6133f..899845d 100644 --- a/tests/functions/test_temp.py +++ b/tests/functions/test_temp.py @@ -1,13 +1,14 @@ import numpy as np from cyeva import TemperatureComparison + from .case.temp import ( ACCURACY_RATE_CASE, - RMSE_CASE, - MAE_CASE, - RESIDUAL_SUM_OF_SQUARE_CASE, CHI_SQUARE_CASE, LINREGRESS_CASE, + MAE_CASE, + RESIDUAL_SUM_OF_SQUARE_CASE, + RMSE_CASE, ) diff --git a/tests/functions/test_weather_code.py b/tests/functions/test_weather_code.py index a8dd6b4..ba2eccf 100644 --- a/tests/functions/test_weather_code.py +++ b/tests/functions/test_weather_code.py @@ -1,6 +1,7 @@ import numpy as np from cyeva import WeatherCodeComparison + from .case.weather_code import ACCURACY_RATE_CASE, HK_CASE, HSS_CASE diff --git a/tests/functions/test_wind.py b/tests/functions/test_wind.py index 7109d49..9b9f419 100644 --- a/tests/functions/test_wind.py +++ b/tests/functions/test_wind.py @@ -4,34 +4,34 @@ import numpy as np from cyeva.core.wind import ( + WindComparison, + filter_wind_scales, get_least_angle_deflection, + get_least_dir_deflection, + get_least_lev_diff, identify_direction, identify_wind_scale, - get_least_lev_diff, - get_least_dir_deflection, - filter_wind_scales, - WindComparison, ) from .case.wind import ( - LEAST_ANGLE_DEFLECTION_CASE, - LEAST_DIR_DEFLECTION_CASE, + FILTER_WIND_SCALES_CASE, IDENTIFY_DIRECTION8_CASE, IDENTIFY_DIRECTION16_CASE, - WIND_DIR_SCORE_CASE, - WIND_DIR_ACCURACY_RATE, IDENTIFY_SPEED_LEVEL_GENERAL_CASE, + LEAST_ANGLE_DEFLECTION_CASE, + LEAST_DIR_DEFLECTION_CASE, LEAST_LEV_DEFLECTION_CASE, + WIND_DIR_ACCURACY_RATE, + WIND_DIR_SCORE_CASE, WIND_LEVEL_ACCURACY_RATE_CASE, - WIND_SPEED_SCORE_CASE, WIND_SPEED_ACCURACY_RATE_CASE, + WIND_SPEED_CHI_SQUARE_CASE, + WIND_SPEED_LINREGRESS_CASE, WIND_SPEED_MAE_CASE, + WIND_SPEED_RESIDUAL_SUM_OF_SQUARE_CASE, + WIND_SPEED_SCORE_CASE, WIND_SPEED_STRONGER_RATE_CASE, WIND_SPEED_WEAKER_RATE_CASE, - WIND_SPEED_CHI_SQUARE_CASE, - WIND_SPEED_RESIDUAL_SUM_OF_SQUARE_CASE, - WIND_SPEED_LINREGRESS_CASE, - FILTER_WIND_SCALES_CASE, ) diff --git a/tests/test_issues.py b/tests/test_issues.py index a61aaa7..c2fb12c 100644 --- a/tests/test_issues.py +++ b/tests/test_issues.py @@ -1,4 +1,5 @@ import numpy as np + from cyeva import identify_direction diff --git a/tests/test_perf.py b/tests/test_perf.py index ddbbfad..2f5be71 100644 --- a/tests/test_perf.py +++ b/tests/test_perf.py @@ -3,8 +3,8 @@ from cyeva.core.statistic import ( calc_mae, calc_mbe, - calc_threshold_hit_ratio, calc_threshold_false_alarm_ratio, + calc_threshold_hit_ratio, calc_threshold_ts, ) diff --git a/typos.toml b/typos.toml new file mode 100644 index 0000000..bae4db3 --- /dev/null +++ b/typos.toml @@ -0,0 +1,132 @@ +[files] +extend-exclude = ["*.json", "*php*", "*.geojson", "go.mod", "go.sum"] +ignore-hidden = true +ignore-files = true +ignore-dot = true +ignore-vcs = true +ignore-global = true +ignore-parent = true + +[default] +binary = false +check-filename = true +check-file = true +unicode = true +ignore-hex = true +identifier-leading-digits = false +locale = "en" +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [ + "alpah", + "splitted", + "arange", +] +extend-ignore-re = [] + +[default.extend-identifiers] + +[default.extend-words] + +[type.sh] +extend-glob = [] +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.sh.extend-identifiers] +ot = "ot" +stap = "stap" + +[type.sh.extend-words] + +[type.vimscript] +extend-glob = [] +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.vimscript.extend-identifiers] +windo = "windo" + +[type.vimscript.extend-words] + +[type.cert] +extend-glob = [] +check-file = false +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.cert.extend-identifiers] + +[type.cert.extend-words] + +[type.man] +extend-glob = [] +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.man.extend-identifiers] +Nd = "Nd" + +[type.man.extend-words] + +[type.rust] +extend-glob = [] +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.rust.extend-identifiers] +flate2 = "flate2" + +[type.rust.extend-words] +ser = "ser" + +[type.css] +extend-glob = [] +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.css.extend-identifiers] +nd = "nd" + +[type.css.extend-words] + +[type.jl] +extend-glob = [] +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.jl.extend-identifiers] + +[type.jl.extend-words] +egal = "egal" +modul = "modul" +usig = "usig" +egals = "egals" + +[type.lock] +extend-glob = [] +check-file = false +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.lock.extend-identifiers] + +[type.lock.extend-words] + +[type.py] +extend-glob = [] +extend-ignore-identifiers-re = [] +extend-ignore-words-re = [] +extend-ignore-re = [] + +[type.py.extend-identifiers] +NDArray = "NDArray" + +[type.py.extend-words] diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..6854f28 --- /dev/null +++ b/uv.lock @@ -0,0 +1,626 @@ +version = 1 +requires-python = ">=3.10, <3.13" +resolution-markers = [ + "python_full_version < '3.11'", + "python_full_version == '3.11.*'", + "python_full_version >= '3.12'", +] + +[[package]] +name = "appdirs" +version = "1.4.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d7/d8/05696357e0311f5b5c316d7b95f46c669dd9c15aaeecbb48c7d0aeb88c40/appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41", size = 13470 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3b/00/2344469e2084fb287c2e0b57b72910309874c3245463acd6cf5e3db69324/appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128", size = 9566 }, +] + +[[package]] +name = "colorama" +version = "0.4.6" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 }, +] + +[[package]] +name = "coverage" +version = "7.6.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/52/12/3669b6382792783e92046730ad3327f53b2726f0603f4c311c4da4824222/coverage-7.6.4.tar.gz", hash = "sha256:29fc0f17b1d3fea332f8001d4558f8214af7f1d87a345f3a133c901d60347c73", size = 798716 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a5/93/4ad92f71e28ece5c0326e5f4a6630aa4928a8846654a65cfff69b49b95b9/coverage-7.6.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5f8ae553cba74085db385d489c7a792ad66f7f9ba2ee85bfa508aeb84cf0ba07", size = 206713 }, + { url = "https://files.pythonhosted.org/packages/01/ae/747a580b1eda3f2e431d87de48f0604bd7bc92e52a1a95185a4aa585bc47/coverage-7.6.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8165b796df0bd42e10527a3f493c592ba494f16ef3c8b531288e3d0d72c1f6f0", size = 207149 }, + { url = "https://files.pythonhosted.org/packages/07/1a/1f573f8a6145f6d4c9130bbc120e0024daf1b24cf2a78d7393fa6eb6aba7/coverage-7.6.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c7c8b95bf47db6d19096a5e052ffca0a05f335bc63cef281a6e8fe864d450a72", size = 235584 }, + { url = "https://files.pythonhosted.org/packages/40/42/c8523f2e4db34aa9389caee0d3688b6ada7a84fcc782e943a868a7f302bd/coverage-7.6.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8ed9281d1b52628e81393f5eaee24a45cbd64965f41857559c2b7ff19385df51", size = 233486 }, + { url = "https://files.pythonhosted.org/packages/8d/95/565c310fffa16ede1a042e9ea1ca3962af0d8eb5543bc72df6b91dc0c3d5/coverage-7.6.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0809082ee480bb8f7416507538243c8863ac74fd8a5d2485c46f0f7499f2b491", size = 234649 }, + { url = "https://files.pythonhosted.org/packages/d5/81/3b550674d98968ec29c92e3e8650682be6c8b1fa7581a059e7e12e74c431/coverage-7.6.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d541423cdd416b78626b55f123412fcf979d22a2c39fce251b350de38c15c15b", size = 233744 }, + { url = "https://files.pythonhosted.org/packages/0d/70/d66c7f51b3e33aabc5ea9f9624c1c9d9655472962270eb5e7b0d32707224/coverage-7.6.4-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:58809e238a8a12a625c70450b48e8767cff9eb67c62e6154a642b21ddf79baea", size = 232204 }, + { url = "https://files.pythonhosted.org/packages/23/2d/2b3a2dbed7a5f40693404c8a09e779d7c1a5fbed089d3e7224c002129ec8/coverage-7.6.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c9b8e184898ed014884ca84c70562b4a82cbc63b044d366fedc68bc2b2f3394a", size = 233335 }, + { url = "https://files.pythonhosted.org/packages/5a/4f/92d1d2ad720d698a4e71c176eacf531bfb8e0721d5ad560556f2c484a513/coverage-7.6.4-cp310-cp310-win32.whl", hash = "sha256:6bd818b7ea14bc6e1f06e241e8234508b21edf1b242d49831831a9450e2f35fa", size = 209435 }, + { url = "https://files.pythonhosted.org/packages/c7/b9/cdf158e7991e2287bcf9082670928badb73d310047facac203ff8dcd5ff3/coverage-7.6.4-cp310-cp310-win_amd64.whl", hash = "sha256:06babbb8f4e74b063dbaeb74ad68dfce9186c595a15f11f5d5683f748fa1d172", size = 210243 }, + { url = "https://files.pythonhosted.org/packages/87/31/9c0cf84f0dfcbe4215b7eb95c31777cdc0483c13390e69584c8150c85175/coverage-7.6.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:73d2b73584446e66ee633eaad1a56aad577c077f46c35ca3283cd687b7715b0b", size = 206819 }, + { url = "https://files.pythonhosted.org/packages/53/ed/a38401079ad320ad6e054a01ec2b61d270511aeb3c201c80e99c841229d5/coverage-7.6.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:51b44306032045b383a7a8a2c13878de375117946d68dcb54308111f39775a25", size = 207263 }, + { url = "https://files.pythonhosted.org/packages/20/e7/c3ad33b179ab4213f0d70da25a9c214d52464efa11caeab438592eb1d837/coverage-7.6.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0b3fb02fe73bed561fa12d279a417b432e5b50fe03e8d663d61b3d5990f29546", size = 239205 }, + { url = "https://files.pythonhosted.org/packages/36/91/fc02e8d8e694f557752120487fd982f654ba1421bbaa5560debf96ddceda/coverage-7.6.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed8fe9189d2beb6edc14d3ad19800626e1d9f2d975e436f84e19efb7fa19469b", size = 236612 }, + { url = "https://files.pythonhosted.org/packages/cc/57/cb08f0eda0389a9a8aaa4fc1f9fec7ac361c3e2d68efd5890d7042c18aa3/coverage-7.6.4-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b369ead6527d025a0fe7bd3864e46dbee3aa8f652d48df6174f8d0bac9e26e0e", size = 238479 }, + { url = "https://files.pythonhosted.org/packages/d5/c9/2c7681a9b3ca6e6f43d489c2e6653a53278ed857fd6e7010490c307b0a47/coverage-7.6.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ade3ca1e5f0ff46b678b66201f7ff477e8fa11fb537f3b55c3f0568fbfe6e718", size = 237405 }, + { url = "https://files.pythonhosted.org/packages/b5/4e/ebfc6944b96317df8b537ae875d2e57c27b84eb98820bc0a1055f358f056/coverage-7.6.4-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:27fb4a050aaf18772db513091c9c13f6cb94ed40eacdef8dad8411d92d9992db", size = 236038 }, + { url = "https://files.pythonhosted.org/packages/13/f2/3a0bf1841a97c0654905e2ef531170f02c89fad2555879db8fe41a097871/coverage-7.6.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4f704f0998911abf728a7783799444fcbbe8261c4a6c166f667937ae6a8aa522", size = 236812 }, + { url = "https://files.pythonhosted.org/packages/b9/9c/66bf59226b52ce6ed9541b02d33e80a6e816a832558fbdc1111a7bd3abd4/coverage-7.6.4-cp311-cp311-win32.whl", hash = "sha256:29155cd511ee058e260db648b6182c419422a0d2e9a4fa44501898cf918866cf", size = 209400 }, + { url = "https://files.pythonhosted.org/packages/2a/a0/b0790934c04dfc8d658d4a62acb8f7ca0efdf3818456fcad757b11c6479d/coverage-7.6.4-cp311-cp311-win_amd64.whl", hash = "sha256:8902dd6a30173d4ef09954bfcb24b5d7b5190cf14a43170e386979651e09ba19", size = 210243 }, + { url = "https://files.pythonhosted.org/packages/7d/e7/9291de916d084f41adddfd4b82246e68d61d6a75747f075f7e64628998d2/coverage-7.6.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:12394842a3a8affa3ba62b0d4ab7e9e210c5e366fbac3e8b2a68636fb19892c2", size = 207013 }, + { url = "https://files.pythonhosted.org/packages/27/03/932c2c5717a7fa80cd43c6a07d3177076d97b79f12f40f882f9916db0063/coverage-7.6.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2b6b4c83d8e8ea79f27ab80778c19bc037759aea298da4b56621f4474ffeb117", size = 207251 }, + { url = "https://files.pythonhosted.org/packages/d5/3f/0af47dcb9327f65a45455fbca846fe96eb57c153af46c4754a3ba678938a/coverage-7.6.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1d5b8007f81b88696d06f7df0cb9af0d3b835fe0c8dbf489bad70b45f0e45613", size = 240268 }, + { url = "https://files.pythonhosted.org/packages/8a/3c/37a9d81bbd4b23bc7d46ca820e16174c613579c66342faa390a271d2e18b/coverage-7.6.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b57b768feb866f44eeed9f46975f3d6406380275c5ddfe22f531a2bf187eda27", size = 237298 }, + { url = "https://files.pythonhosted.org/packages/c0/70/6b0627e5bd68204ee580126ed3513140b2298995c1233bd67404b4e44d0e/coverage-7.6.4-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5915fcdec0e54ee229926868e9b08586376cae1f5faa9bbaf8faf3561b393d52", size = 239367 }, + { url = "https://files.pythonhosted.org/packages/3c/eb/634d7dfab24ac3b790bebaf9da0f4a5352cbc125ce6a9d5c6cf4c6cae3c7/coverage-7.6.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0b58c672d14f16ed92a48db984612f5ce3836ae7d72cdd161001cc54512571f2", size = 238853 }, + { url = "https://files.pythonhosted.org/packages/d9/0d/8e3ed00f1266ef7472a4e33458f42e39492e01a64281084fb3043553d3f1/coverage-7.6.4-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:2fdef0d83a2d08d69b1f2210a93c416d54e14d9eb398f6ab2f0a209433db19e1", size = 237160 }, + { url = "https://files.pythonhosted.org/packages/ce/9c/4337f468ef0ab7a2e0887a9c9da0e58e2eada6fc6cbee637a4acd5dfd8a9/coverage-7.6.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8cf717ee42012be8c0cb205dbbf18ffa9003c4cbf4ad078db47b95e10748eec5", size = 238824 }, + { url = "https://files.pythonhosted.org/packages/5e/09/3e94912b8dd37251377bb02727a33a67ee96b84bbbe092f132b401ca5dd9/coverage-7.6.4-cp312-cp312-win32.whl", hash = "sha256:7bb92c539a624cf86296dd0c68cd5cc286c9eef2d0c3b8b192b604ce9de20a17", size = 209639 }, + { url = "https://files.pythonhosted.org/packages/01/69/d4f3a4101171f32bc5b3caec8ff94c2c60f700107a6aaef7244b2c166793/coverage-7.6.4-cp312-cp312-win_amd64.whl", hash = "sha256:1032e178b76a4e2b5b32e19d0fd0abbce4b58e77a1ca695820d10e491fa32b08", size = 210428 }, + { url = "https://files.pythonhosted.org/packages/cc/56/e1d75e8981a2a92c2a777e67c26efa96c66da59d645423146eb9ff3a851b/coverage-7.6.4-pp39.pp310-none-any.whl", hash = "sha256:3c65d37f3a9ebb703e710befdc489a38683a5b152242664b973a7b7b22348a4e", size = 198954 }, +] + +[package.optional-dependencies] +toml = [ + { name = "tomli", marker = "python_full_version <= '3.11'" }, +] + +[[package]] +name = "cyeva" +version = "0.2.0" +source = { editable = "." } +dependencies = [ + { name = "numpy" }, + { name = "pandas" }, + { name = "pint" }, + { name = "scipy" }, +] + +[package.dev-dependencies] +dev = [ + { name = "pytest" }, + { name = "pytest-benchmark" }, + { name = "pytest-cov" }, + { name = "pytest-memray", marker = "sys_platform != 'win32'" }, + { name = "ruff" }, +] + +[package.metadata] +requires-dist = [ + { name = "numpy", specifier = ">=2.1.2" }, + { name = "pandas", specifier = ">=2.2.3" }, + { name = "pint", specifier = ">=0.24.3" }, + { name = "scipy", specifier = ">=1.14.1" }, +] + +[package.metadata.requires-dev] +dev = [ + { name = "pytest", specifier = ">=8.3.3" }, + { name = "pytest-benchmark", specifier = ">=4.0.0" }, + { name = "pytest-cov", specifier = ">=5.0.0" }, + { name = "pytest-memray", marker = "sys_platform != 'win32'", specifier = ">=1.7.0" }, + { name = "ruff", specifier = ">=0.7.1" }, +] + +[[package]] +name = "exceptiongroup" +version = "1.2.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/09/35/2495c4ac46b980e4ca1f6ad6db102322ef3ad2410b79fdde159a4b0f3b92/exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc", size = 28883 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/02/cc/b7e31358aac6ed1ef2bb790a9746ac2c69bcb3c8588b41616914eb106eaf/exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b", size = 16453 }, +] + +[[package]] +name = "flexcache" +version = "0.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/55/b0/8a21e330561c65653d010ef112bf38f60890051d244ede197ddaa08e50c1/flexcache-0.3.tar.gz", hash = "sha256:18743bd5a0621bfe2cf8d519e4c3bfdf57a269c15d1ced3fb4b64e0ff4600656", size = 15816 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/27/cd/c883e1a7c447479d6e13985565080e3fea88ab5a107c21684c813dba1875/flexcache-0.3-py3-none-any.whl", hash = "sha256:d43c9fea82336af6e0115e308d9d33a185390b8346a017564611f1466dcd2e32", size = 13263 }, +] + +[[package]] +name = "flexparser" +version = "0.3.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/dc/e4/a73612499d9c8c450c8f4878e8bb8b3b2dce4bf671b21dd8d5c6549525a7/flexparser-0.3.1.tar.gz", hash = "sha256:36f795d82e50f5c9ae2fde1c33f21f88922fdd67b7629550a3cc4d0b40a66856", size = 31422 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a3/28/5ce78a4838bb9da1bd9f64bc79ba12ddbfcb4824a11ef41da6f05d3240ef/flexparser-0.3.1-py3-none-any.whl", hash = "sha256:2e3e2936bec1f9277f777ef77297522087d96adb09624d4fe4240fd56885c013", size = 27289 }, +] + +[[package]] +name = "iniconfig" +version = "2.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d7/4b/cbd8e699e64a6f16ca3a8220661b5f83792b3017d0f79807cb8708d33913/iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3", size = 4646 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ef/a6/62565a6e1cf69e10f5727360368e451d4b7f58beeac6173dc9db836a5b46/iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374", size = 5892 }, +] + +[[package]] +name = "jinja2" +version = "3.1.4" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markupsafe" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ed/55/39036716d19cab0747a5020fc7e907f362fbf48c984b14e62127f7e68e5d/jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369", size = 240245 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/31/80/3a54838c3fb461f6fec263ebf3a3a41771bd05190238de3486aae8540c36/jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d", size = 133271 }, +] + +[[package]] +name = "linkify-it-py" +version = "2.0.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "uc-micro-py" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/2a/ae/bb56c6828e4797ba5a4821eec7c43b8bf40f69cda4d4f5f8c8a2810ec96a/linkify-it-py-2.0.3.tar.gz", hash = "sha256:68cda27e162e9215c17d786649d1da0021a451bdc436ef9e0fa0ba5234b9b048", size = 27946 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/04/1e/b832de447dee8b582cac175871d2f6c3d5077cc56d5575cadba1fd1cccfa/linkify_it_py-2.0.3-py3-none-any.whl", hash = "sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79", size = 19820 }, +] + +[[package]] +name = "markdown-it-py" +version = "3.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "mdurl" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/38/71/3b932df36c1a044d397a1f92d1cf91ee0a503d91e470cbd670aa66b07ed0/markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb", size = 74596 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/42/d7/1ec15b46af6af88f19b8e5ffea08fa375d433c998b8a7639e76935c14f1f/markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1", size = 87528 }, +] + +[package.optional-dependencies] +linkify = [ + { name = "linkify-it-py" }, +] +plugins = [ + { name = "mdit-py-plugins" }, +] + +[[package]] +name = "markupsafe" +version = "3.0.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b2/97/5d42485e71dfc078108a86d6de8fa46db44a1a9295e89c5d6d4a06e23a62/markupsafe-3.0.2.tar.gz", hash = "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0", size = 20537 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/04/90/d08277ce111dd22f77149fd1a5d4653eeb3b3eaacbdfcbae5afb2600eebd/MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8", size = 14357 }, + { url = "https://files.pythonhosted.org/packages/04/e1/6e2194baeae0bca1fae6629dc0cbbb968d4d941469cbab11a3872edff374/MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158", size = 12393 }, + { url = "https://files.pythonhosted.org/packages/1d/69/35fa85a8ece0a437493dc61ce0bb6d459dcba482c34197e3efc829aa357f/MarkupSafe-3.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579", size = 21732 }, + { url = "https://files.pythonhosted.org/packages/22/35/137da042dfb4720b638d2937c38a9c2df83fe32d20e8c8f3185dbfef05f7/MarkupSafe-3.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d", size = 20866 }, + { url = "https://files.pythonhosted.org/packages/29/28/6d029a903727a1b62edb51863232152fd335d602def598dade38996887f0/MarkupSafe-3.0.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb", size = 20964 }, + { url = "https://files.pythonhosted.org/packages/cc/cd/07438f95f83e8bc028279909d9c9bd39e24149b0d60053a97b2bc4f8aa51/MarkupSafe-3.0.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b", size = 21977 }, + { url = "https://files.pythonhosted.org/packages/29/01/84b57395b4cc062f9c4c55ce0df7d3108ca32397299d9df00fedd9117d3d/MarkupSafe-3.0.2-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e07c3764494e3776c602c1e78e298937c3315ccc9043ead7e685b7f2b8d47b3c", size = 21366 }, + { url = "https://files.pythonhosted.org/packages/bd/6e/61ebf08d8940553afff20d1fb1ba7294b6f8d279df9fd0c0db911b4bbcfd/MarkupSafe-3.0.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b424c77b206d63d500bcb69fa55ed8d0e6a3774056bdc4839fc9298a7edca171", size = 21091 }, + { url = "https://files.pythonhosted.org/packages/6b/28/bbf83e3f76936960b850435576dd5e67034e200469571be53f69174a2dfd/MarkupSafe-3.0.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d", size = 14353 }, + { url = "https://files.pythonhosted.org/packages/6c/30/316d194b093cde57d448a4c3209f22e3046c5bb2fb0820b118292b334be7/MarkupSafe-3.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93", size = 12392 }, + { url = "https://files.pythonhosted.org/packages/f2/96/9cdafba8445d3a53cae530aaf83c38ec64c4d5427d975c974084af5bc5d2/MarkupSafe-3.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832", size = 23984 }, + { url = "https://files.pythonhosted.org/packages/f1/a4/aefb044a2cd8d7334c8a47d3fb2c9f328ac48cb349468cc31c20b539305f/MarkupSafe-3.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84", size = 23120 }, + { url = "https://files.pythonhosted.org/packages/8d/21/5e4851379f88f3fad1de30361db501300d4f07bcad047d3cb0449fc51f8c/MarkupSafe-3.0.2-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca", size = 23032 }, + { url = "https://files.pythonhosted.org/packages/00/7b/e92c64e079b2d0d7ddf69899c98842f3f9a60a1ae72657c89ce2655c999d/MarkupSafe-3.0.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798", size = 24057 }, + { url = "https://files.pythonhosted.org/packages/f9/ac/46f960ca323037caa0a10662ef97d0a4728e890334fc156b9f9e52bcc4ca/MarkupSafe-3.0.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e", size = 23359 }, + { url = "https://files.pythonhosted.org/packages/69/84/83439e16197337b8b14b6a5b9c2105fff81d42c2a7c5b58ac7b62ee2c3b1/MarkupSafe-3.0.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4", size = 23306 }, + { url = "https://files.pythonhosted.org/packages/22/09/d1f21434c97fc42f09d290cbb6350d44eb12f09cc62c9476effdb33a18aa/MarkupSafe-3.0.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf", size = 14274 }, + { url = "https://files.pythonhosted.org/packages/6b/b0/18f76bba336fa5aecf79d45dcd6c806c280ec44538b3c13671d49099fdd0/MarkupSafe-3.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225", size = 12348 }, + { url = "https://files.pythonhosted.org/packages/e0/25/dd5c0f6ac1311e9b40f4af06c78efde0f3b5cbf02502f8ef9501294c425b/MarkupSafe-3.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028", size = 24149 }, + { url = "https://files.pythonhosted.org/packages/f3/f0/89e7aadfb3749d0f52234a0c8c7867877876e0a20b60e2188e9850794c17/MarkupSafe-3.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8", size = 23118 }, + { url = "https://files.pythonhosted.org/packages/d5/da/f2eeb64c723f5e3777bc081da884b414671982008c47dcc1873d81f625b6/MarkupSafe-3.0.2-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c", size = 22993 }, + { url = "https://files.pythonhosted.org/packages/da/0e/1f32af846df486dce7c227fe0f2398dc7e2e51d4a370508281f3c1c5cddc/MarkupSafe-3.0.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557", size = 24178 }, + { url = "https://files.pythonhosted.org/packages/c4/f6/bb3ca0532de8086cbff5f06d137064c8410d10779c4c127e0e47d17c0b71/MarkupSafe-3.0.2-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22", size = 23319 }, + { url = "https://files.pythonhosted.org/packages/a2/82/8be4c96ffee03c5b4a034e60a31294daf481e12c7c43ab8e34a1453ee48b/MarkupSafe-3.0.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48", size = 23352 }, +] + +[[package]] +name = "mdit-py-plugins" +version = "0.4.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markdown-it-py" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/19/03/a2ecab526543b152300717cf232bb4bb8605b6edb946c845016fa9c9c9fd/mdit_py_plugins-0.4.2.tar.gz", hash = "sha256:5f2cd1fdb606ddf152d37ec30e46101a60512bc0e5fa1a7002c36647b09e26b5", size = 43542 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a7/f7/7782a043553ee469c1ff49cfa1cdace2d6bf99a1f333cf38676b3ddf30da/mdit_py_plugins-0.4.2-py3-none-any.whl", hash = "sha256:0c673c3f889399a33b95e88d2f0d111b4447bdfea7f237dab2d488f459835636", size = 55316 }, +] + +[[package]] +name = "mdurl" +version = "0.1.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979 }, +] + +[[package]] +name = "memray" +version = "1.14.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "jinja2" }, + { name = "rich" }, + { name = "textual" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/f8/e8/725ac54c543d43479c32be1d7d49ea75b5f46fbe5f77262332cd51e301dc/memray-1.14.0.tar.gz", hash = "sha256:b5d8874b7b215551f0ae9fa8aef3f2f52321a6460dc0141aaf9374709e6b0eb7", size = 1024807 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/4d/43/9ba9156a69225706e3c52f84410d5f4339de2374ff53a4d047125a3d89ec/memray-1.14.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:745d9014cb662065501441a7b534c29914fe2b68398b37385aba9f4a1c51c723", size = 922486 }, + { url = "https://files.pythonhosted.org/packages/e5/bf/90411ec60b705c4416a6f90dc7621129713c4cf59e60d3fab5526187e7d3/memray-1.14.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f62a402ca1a7126f749544c3d6493672d6330ffd37d59ba230bc73e5143b3bc2", size = 897793 }, + { url = "https://files.pythonhosted.org/packages/31/0e/3f9fa83bb5673fe015586d2e93b1f8a3143773e20ed8b48cb95cd7e1c394/memray-1.14.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:36840f39277b1871ecb5a9592dd1aa517a17b9f855f4e3ff08aa328a9d305e69", size = 8252322 }, + { url = "https://files.pythonhosted.org/packages/d4/0e/c667294a4385b2f6f320ad123c9a15e2f46af6fde14b4240bb9cd1db429f/memray-1.14.0-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:3c7933ca70c0d59d0ce9b1064a6eda86231248759b46ed6dabedf489039d1aa1", size = 8320971 }, + { url = "https://files.pythonhosted.org/packages/38/80/969dee8842217e0b8b9a35d9fcf9835858781b455c63b184a8f0e6e6f980/memray-1.14.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:75a5907345ff845652e709ddce3171a9ba2d65c62e8bd49a99131066e2a7ce3b", size = 7942760 }, + { url = "https://files.pythonhosted.org/packages/b3/12/873ec138c635bc702012f0303010b428aeeca970191d246a485b23fb9453/memray-1.14.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:88c89c3797834eec177a89ad528699c75b94e2ed08c00754141eae69c520b894", size = 8281919 }, + { url = "https://files.pythonhosted.org/packages/ed/c2/7df995f7b022de366e76a1c35f1fcce18a76feb08379d43f068473e79b3f/memray-1.14.0-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:d6087f291fd68acdf0a833efb57bc0f192c98ae89b4377c690c28313e78d029c", size = 926546 }, + { url = "https://files.pythonhosted.org/packages/96/0c/19f14555812374bdfe09a0338be9c2c0477d388a1e062d516ddf64664a6d/memray-1.14.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e6ba7bff9dfa37bf3b80a5b83b50eadf20afb1f0e8de4a0139019154086d6bed", size = 900882 }, + { url = "https://files.pythonhosted.org/packages/4b/1e/3d69f23c60653196967aa5ba1cc97202b66216a7cd493d676efa4926ff3e/memray-1.14.0-cp311-cp311-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:9bb0cfe1b755a860435cd52047b2e3f4f7b0c3887e0c1bf98da7127948284a91", size = 8439375 }, + { url = "https://files.pythonhosted.org/packages/99/70/299416caa5aebabc5dfb2c13d24ebfea50908f5b9c47b8dc43cc18b76213/memray-1.14.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:638ba74e1735a40b6595fee7f37b426b9a95d244091a1f5df3dc5d98df1cbd4b", size = 8061494 }, + { url = "https://files.pythonhosted.org/packages/1c/c7/02609171bfe977fe5e0f452deac6dfd6b80595c7dbb8ef9e591bdf89a96b/memray-1.14.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7227ebf024cb0688a68ed91ed3e05c61a13751a9e875807195076b827bfde464", size = 8159467 }, + { url = "https://files.pythonhosted.org/packages/07/1b/0dab2597832024dcb8e4ae505f822bad26d8e11a1e3b16a74331c59d5563/memray-1.14.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:248dea8cfb5a615345e28b7e25c94377a8d198da3b6957ee443afa6f4ff1b733", size = 8442474 }, + { url = "https://files.pythonhosted.org/packages/92/fb/f7ae3f29e6e2eff78d6050da8b9086f90a0a9da9a629c36858ba1fdb97ab/memray-1.14.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:7d03f6be66aa259df7fa50082876fbe6461108d77d46c1f720c46067d60685d4", size = 8405651 }, + { url = "https://files.pythonhosted.org/packages/59/f8/97cdfaf46bb7d5ad1bd6f2b206f944f1eaf09d29dd1adc8906e2b08cc35a/memray-1.14.0-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:9af9d30b1e484fd8591c9a7f322fd50b9192a2bce660be92385a01555af9968b", size = 926815 }, + { url = "https://files.pythonhosted.org/packages/be/c8/ec5997fe3e98f5df2d51152b75094988a6e34431891f3045cd606be5ff89/memray-1.14.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c4088b391c04796c888ac751b5d387f6e8212b3515d4c53ba540c65a6efe4bda", size = 898403 }, + { url = "https://files.pythonhosted.org/packages/11/f0/0edec41903e5e54063aa443d9dccf68b6bb44a9789238119adf6458f2e5a/memray-1.14.0-cp312-cp312-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:af8aee7e8e5cac1e4130f1184b3e03b6bb08264e4ba1696551791ed3f8fb824e", size = 8419310 }, + { url = "https://files.pythonhosted.org/packages/c1/71/2dfc324a3365ee0914decde34be2f4bb28938892883f0a9414325f2df18f/memray-1.14.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4352f9e85957f2cbe45a9e1c87dfc19d2df77e93dcd8a558794a683eeee57b7b", size = 8013939 }, + { url = "https://files.pythonhosted.org/packages/a2/10/70389d7f2357f8d785f7280bea520bcf2fb664fbd1854f73fad261b94140/memray-1.14.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5953f0d2aa31b23d4cce20236a03d90b7c71903709a57b456d6494bfe6f470b7", size = 8131908 }, + { url = "https://files.pythonhosted.org/packages/8a/b0/0f10448116f95ac8747cef1556872f2874cbb2b199f19ccb7a6ab64b6647/memray-1.14.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2e4ccaca04365efcda51036fe2add980030e33cfc4f3a194a01f530a5c923c65", size = 8402549 }, + { url = "https://files.pythonhosted.org/packages/53/37/699b78d255f2d211ed5940ba0eb7622809c25279efee9a28f820a16f18b9/memray-1.14.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:f85a27eb8a65c810161bb992116a66d328546f78a4a4c7c1868949651b917c08", size = 8363797 }, +] + +[[package]] +name = "numpy" +version = "2.1.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/4b/d1/8a730ea07f4a37d94f9172f4ce1d81064b7a64766b460378be278952de75/numpy-2.1.2.tar.gz", hash = "sha256:13532a088217fa624c99b843eeb54640de23b3414b14aa66d023805eb731066c", size = 18878063 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1c/a2/40a76d357f168e9f9f06d6cc2c8e22dd5fb2bfbe63fe2c433057258c145a/numpy-2.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:30d53720b726ec36a7f88dc873f0eec8447fbc93d93a8f079dfac2629598d6ee", size = 21150947 }, + { url = "https://files.pythonhosted.org/packages/b5/d0/ba271ea9108d7278d3889a7eb38d77370a88713fb94339964e71ac184d4a/numpy-2.1.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e8d3ca0a72dd8846eb6f7dfe8f19088060fcb76931ed592d29128e0219652884", size = 13758184 }, + { url = "https://files.pythonhosted.org/packages/7c/b9/5c6507439cd756201010f7937bf90712c2469052ae094584af14557dd64f/numpy-2.1.2-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:fc44e3c68ff00fd991b59092a54350e6e4911152682b4782f68070985aa9e648", size = 5354091 }, + { url = "https://files.pythonhosted.org/packages/60/21/7938cf724d9e84e45fb886f3fc794ab431d71facfebc261e3e9f19f3233a/numpy-2.1.2-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:7c1c60328bd964b53f8b835df69ae8198659e2b9302ff9ebb7de4e5a5994db3d", size = 6887169 }, + { url = "https://files.pythonhosted.org/packages/09/8d/42a124657f5d31902fca73921b25a0d022cead2b32ce7e6975762cd2995a/numpy-2.1.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6cdb606a7478f9ad91c6283e238544451e3a95f30fb5467fbf715964341a8a86", size = 13888165 }, + { url = "https://files.pythonhosted.org/packages/fb/25/ba023652a39a2c127200e85aed975fc6119b421e2c348e5d0171e2046edb/numpy-2.1.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d666cb72687559689e9906197e3bec7b736764df6a2e58ee265e360663e9baf7", size = 16326954 }, + { url = "https://files.pythonhosted.org/packages/34/58/23e6b07fad492b7c47cf09cd8bad6983658f0f925b6c535fd008e3e86274/numpy-2.1.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c6eef7a2dbd0abfb0d9eaf78b73017dbfd0b54051102ff4e6a7b2980d5ac1a03", size = 16702916 }, + { url = "https://files.pythonhosted.org/packages/91/24/37b5cf2dc7d385ac97f7b7fe50cba312abb70a2a5eac74c23af028811f73/numpy-2.1.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:12edb90831ff481f7ef5f6bc6431a9d74dc0e5ff401559a71e5e4611d4f2d466", size = 14384372 }, + { url = "https://files.pythonhosted.org/packages/ea/ec/0f6d471058a01d1a05a50d2793898de1549280fa715a8537987ee866b5d9/numpy-2.1.2-cp310-cp310-win32.whl", hash = "sha256:a65acfdb9c6ebb8368490dbafe83c03c7e277b37e6857f0caeadbbc56e12f4fb", size = 6535361 }, + { url = "https://files.pythonhosted.org/packages/c2/3d/293cc5927f916a7bc6bf74da8f6defab63d1b13f0959d7e21878ad8a20d8/numpy-2.1.2-cp310-cp310-win_amd64.whl", hash = "sha256:860ec6e63e2c5c2ee5e9121808145c7bf86c96cca9ad396c0bd3e0f2798ccbe2", size = 12865501 }, + { url = "https://files.pythonhosted.org/packages/aa/9c/9a6ec3ae89cd0648d419781284308f2956d2a61d932b5ac9682c956a171b/numpy-2.1.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b42a1a511c81cc78cbc4539675713bbcf9d9c3913386243ceff0e9429ca892fe", size = 21154845 }, + { url = "https://files.pythonhosted.org/packages/02/69/9f05c4ecc75fabf297b17743996371b4c3dfc4d92e15c5c38d8bb3db8d74/numpy-2.1.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:faa88bc527d0f097abdc2c663cddf37c05a1c2f113716601555249805cf573f1", size = 13789409 }, + { url = "https://files.pythonhosted.org/packages/34/4e/f95c99217bf77bbfaaf660d693c10bd0dc03b6032d19316d316088c9e479/numpy-2.1.2-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:c82af4b2ddd2ee72d1fc0c6695048d457e00b3582ccde72d8a1c991b808bb20f", size = 5352097 }, + { url = "https://files.pythonhosted.org/packages/06/13/f5d87a497c16658e9af8920449b0b5692b469586b8231340c672962071c5/numpy-2.1.2-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:13602b3174432a35b16c4cfb5de9a12d229727c3dd47a6ce35111f2ebdf66ff4", size = 6891195 }, + { url = "https://files.pythonhosted.org/packages/6c/89/691ac07429ac061b344d5e37fa8e94be51a6017734aea15f2d9d7c6d119a/numpy-2.1.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1ebec5fd716c5a5b3d8dfcc439be82a8407b7b24b230d0ad28a81b61c2f4659a", size = 13895153 }, + { url = "https://files.pythonhosted.org/packages/23/69/538317f0d925095537745f12aced33be1570bbdc4acde49b33748669af96/numpy-2.1.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2b49c3c0804e8ecb05d59af8386ec2f74877f7ca8fd9c1e00be2672e4d399b1", size = 16338306 }, + { url = "https://files.pythonhosted.org/packages/af/03/863fe7062c2106d3c151f7df9353f2ae2237c1dd6900f127a3eb1f24cb1b/numpy-2.1.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:2cbba4b30bf31ddbe97f1c7205ef976909a93a66bb1583e983adbd155ba72ac2", size = 16710893 }, + { url = "https://files.pythonhosted.org/packages/70/77/0ad9efe25482009873f9660d29a40a8c41a6f0e8b541195e3c95c70684c5/numpy-2.1.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8e00ea6fc82e8a804433d3e9cedaa1051a1422cb6e443011590c14d2dea59146", size = 14398048 }, + { url = "https://files.pythonhosted.org/packages/3e/0f/e785fe75544db9f2b0bb1c181e13ceff349ce49753d807fd9672916aa06d/numpy-2.1.2-cp311-cp311-win32.whl", hash = "sha256:5006b13a06e0b38d561fab5ccc37581f23c9511879be7693bd33c7cd15ca227c", size = 6533458 }, + { url = "https://files.pythonhosted.org/packages/d4/96/450054662295125af861d48d2c4bc081dadcf1974a879b2104613157aa62/numpy-2.1.2-cp311-cp311-win_amd64.whl", hash = "sha256:f1eb068ead09f4994dec71c24b2844f1e4e4e013b9629f812f292f04bd1510d9", size = 12870896 }, + { url = "https://files.pythonhosted.org/packages/a0/7d/554a6838f37f3ada5a55f25173c619d556ae98092a6e01afb6e710501d70/numpy-2.1.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d7bf0a4f9f15b32b5ba53147369e94296f5fffb783db5aacc1be15b4bf72f43b", size = 20848077 }, + { url = "https://files.pythonhosted.org/packages/b0/29/cb48a402ea879e645b16218718f3f7d9588a77d674a9dcf22e4c43487636/numpy-2.1.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b1d0fcae4f0949f215d4632be684a539859b295e2d0cb14f78ec231915d644db", size = 13493242 }, + { url = "https://files.pythonhosted.org/packages/56/44/f899b0581766c230da42f751b7b8896d096640b19b312164c267e48d36cb/numpy-2.1.2-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:f751ed0a2f250541e19dfca9f1eafa31a392c71c832b6bb9e113b10d050cb0f1", size = 5089219 }, + { url = "https://files.pythonhosted.org/packages/79/8f/b987070d45161a7a4504afc67ed38544ed2c0ed5576263599a0402204a9c/numpy-2.1.2-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:bd33f82e95ba7ad632bc57837ee99dba3d7e006536200c4e9124089e1bf42426", size = 6620167 }, + { url = "https://files.pythonhosted.org/packages/c4/a7/af3329fda3c3ec31d9b650e42bbcd3422fc62a765cbb1405fde4177a0996/numpy-2.1.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1b8cde4f11f0a975d1fd59373b32e2f5a562ade7cde4f85b7137f3de8fbb29a0", size = 13604905 }, + { url = "https://files.pythonhosted.org/packages/9b/b4/e3c7e6fab0f77fff6194afa173d1f2342073d91b1d3b4b30b17c3fb4407a/numpy-2.1.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6d95f286b8244b3649b477ac066c6906fbb2905f8ac19b170e2175d3d799f4df", size = 16041825 }, + { url = "https://files.pythonhosted.org/packages/e9/50/6828e66a78aa03147c111f84d55f33ce2dde547cb578d6744a3b06a0124b/numpy-2.1.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:ab4754d432e3ac42d33a269c8567413bdb541689b02d93788af4131018cbf366", size = 16409541 }, + { url = "https://files.pythonhosted.org/packages/bf/72/66af7916d9c3c6dbfbc8acdd4930c65461e1953374a2bc43d00f948f004a/numpy-2.1.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e585c8ae871fd38ac50598f4763d73ec5497b0de9a0ab4ef5b69f01c6a046142", size = 14081134 }, + { url = "https://files.pythonhosted.org/packages/dc/5a/59a67d84f33fe00ae74f0b5b69dd4f93a586a4aba7f7e19b54b2133db038/numpy-2.1.2-cp312-cp312-win32.whl", hash = "sha256:9c6c754df29ce6a89ed23afb25550d1c2d5fdb9901d9c67a16e0b16eaf7e2550", size = 6237784 }, + { url = "https://files.pythonhosted.org/packages/4c/79/73735a6a5dad6059c085f240a4e74c9270feccd2bc66e4d31b5ca01d329c/numpy-2.1.2-cp312-cp312-win_amd64.whl", hash = "sha256:456e3b11cb79ac9946c822a56346ec80275eaf2950314b249b512896c0d2505e", size = 12568254 }, + { url = "https://files.pythonhosted.org/packages/73/c9/3e1d6bbe6d3d2e2c5a9483b24b2f29a229b323f62054278a3bba7fee11e5/numpy-2.1.2-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:bdd407c40483463898b84490770199d5714dcc9dd9b792f6c6caccc523c00952", size = 20981945 }, + { url = "https://files.pythonhosted.org/packages/6e/62/989c4988bde1a8e08117fccc3bab73d2886421fb98cde597168714f3c54e/numpy-2.1.2-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:da65fb46d4cbb75cb417cddf6ba5e7582eb7bb0b47db4b99c9fe5787ce5d91f5", size = 6750558 }, + { url = "https://files.pythonhosted.org/packages/53/b1/00ef9f30975f1312a53257f68e57b4513d14d537e03d507e2773a684b1e8/numpy-2.1.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1c193d0b0238638e6fc5f10f1b074a6993cb13b0b431f64079a509d63d3aa8b7", size = 16141552 }, + { url = "https://files.pythonhosted.org/packages/c0/ec/0c04903b48dfea6be1d7b47ba70f98709fb7198fd970784a1400c391d522/numpy-2.1.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:a7d80b2e904faa63068ead63107189164ca443b42dd1930299e0d1cb041cec2e", size = 12789924 }, +] + +[[package]] +name = "packaging" +version = "24.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/51/65/50db4dda066951078f0a96cf12f4b9ada6e4b811516bf0262c0f4f7064d4/packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002", size = 148788 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/08/aa/cc0199a5f0ad350994d660967a8efb233fe0416e4639146c089643407ce6/packaging-24.1-py3-none-any.whl", hash = "sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124", size = 53985 }, +] + +[[package]] +name = "pandas" +version = "2.2.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, + { name = "python-dateutil" }, + { name = "pytz" }, + { name = "tzdata" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/9c/d6/9f8431bacc2e19dca897724cd097b1bb224a6ad5433784a44b587c7c13af/pandas-2.2.3.tar.gz", hash = "sha256:4f18ba62b61d7e192368b84517265a99b4d7ee8912f8708660fb4a366cc82667", size = 4399213 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/aa/70/c853aec59839bceed032d52010ff5f1b8d87dc3114b762e4ba2727661a3b/pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5", size = 12580827 }, + { url = "https://files.pythonhosted.org/packages/99/f2/c4527768739ffa4469b2b4fff05aa3768a478aed89a2f271a79a40eee984/pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348", size = 11303897 }, + { url = "https://files.pythonhosted.org/packages/ed/12/86c1747ea27989d7a4064f806ce2bae2c6d575b950be087837bdfcabacc9/pandas-2.2.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d9c45366def9a3dd85a6454c0e7908f2b3b8e9c138f5dc38fed7ce720d8453ed", size = 66480908 }, + { url = "https://files.pythonhosted.org/packages/44/50/7db2cd5e6373ae796f0ddad3675268c8d59fb6076e66f0c339d61cea886b/pandas-2.2.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86976a1c5b25ae3f8ccae3a5306e443569ee3c3faf444dfd0f41cda24667ad57", size = 13064210 }, + { url = "https://files.pythonhosted.org/packages/61/61/a89015a6d5536cb0d6c3ba02cebed51a95538cf83472975275e28ebf7d0c/pandas-2.2.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:b8661b0238a69d7aafe156b7fa86c44b881387509653fdf857bebc5e4008ad42", size = 16754292 }, + { url = "https://files.pythonhosted.org/packages/ce/0d/4cc7b69ce37fac07645a94e1d4b0880b15999494372c1523508511b09e40/pandas-2.2.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:37e0aced3e8f539eccf2e099f65cdb9c8aa85109b0be6e93e2baff94264bdc6f", size = 14416379 }, + { url = "https://files.pythonhosted.org/packages/31/9e/6ebb433de864a6cd45716af52a4d7a8c3c9aaf3a98368e61db9e69e69a9c/pandas-2.2.3-cp310-cp310-win_amd64.whl", hash = "sha256:56534ce0746a58afaf7942ba4863e0ef81c9c50d3f0ae93e9497d6a41a057645", size = 11598471 }, + { url = "https://files.pythonhosted.org/packages/a8/44/d9502bf0ed197ba9bf1103c9867d5904ddcaf869e52329787fc54ed70cc8/pandas-2.2.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:66108071e1b935240e74525006034333f98bcdb87ea116de573a6a0dccb6c039", size = 12602222 }, + { url = "https://files.pythonhosted.org/packages/52/11/9eac327a38834f162b8250aab32a6781339c69afe7574368fffe46387edf/pandas-2.2.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7c2875855b0ff77b2a64a0365e24455d9990730d6431b9e0ee18ad8acee13dbd", size = 11321274 }, + { url = "https://files.pythonhosted.org/packages/45/fb/c4beeb084718598ba19aa9f5abbc8aed8b42f90930da861fcb1acdb54c3a/pandas-2.2.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cd8d0c3be0515c12fed0bdbae072551c8b54b7192c7b1fda0ba56059a0179698", size = 15579836 }, + { url = "https://files.pythonhosted.org/packages/cd/5f/4dba1d39bb9c38d574a9a22548c540177f78ea47b32f99c0ff2ec499fac5/pandas-2.2.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c124333816c3a9b03fbeef3a9f230ba9a737e9e5bb4060aa2107a86cc0a497fc", size = 13058505 }, + { url = "https://files.pythonhosted.org/packages/b9/57/708135b90391995361636634df1f1130d03ba456e95bcf576fada459115a/pandas-2.2.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:63cc132e40a2e084cf01adf0775b15ac515ba905d7dcca47e9a251819c575ef3", size = 16744420 }, + { url = "https://files.pythonhosted.org/packages/86/4a/03ed6b7ee323cf30404265c284cee9c65c56a212e0a08d9ee06984ba2240/pandas-2.2.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:29401dbfa9ad77319367d36940cd8a0b3a11aba16063e39632d98b0e931ddf32", size = 14440457 }, + { url = "https://files.pythonhosted.org/packages/ed/8c/87ddf1fcb55d11f9f847e3c69bb1c6f8e46e2f40ab1a2d2abadb2401b007/pandas-2.2.3-cp311-cp311-win_amd64.whl", hash = "sha256:3fc6873a41186404dad67245896a6e440baacc92f5b716ccd1bc9ed2995ab2c5", size = 11617166 }, + { url = "https://files.pythonhosted.org/packages/17/a3/fb2734118db0af37ea7433f57f722c0a56687e14b14690edff0cdb4b7e58/pandas-2.2.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b1d432e8d08679a40e2a6d8b2f9770a5c21793a6f9f47fdd52c5ce1948a5a8a9", size = 12529893 }, + { url = "https://files.pythonhosted.org/packages/e1/0c/ad295fd74bfac85358fd579e271cded3ac969de81f62dd0142c426b9da91/pandas-2.2.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a5a1595fe639f5988ba6a8e5bc9649af3baf26df3998a0abe56c02609392e0a4", size = 11363475 }, + { url = "https://files.pythonhosted.org/packages/c6/2a/4bba3f03f7d07207481fed47f5b35f556c7441acddc368ec43d6643c5777/pandas-2.2.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:5de54125a92bb4d1c051c0659e6fcb75256bf799a732a87184e5ea503965bce3", size = 15188645 }, + { url = "https://files.pythonhosted.org/packages/38/f8/d8fddee9ed0d0c0f4a2132c1dfcf0e3e53265055da8df952a53e7eaf178c/pandas-2.2.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fffb8ae78d8af97f849404f21411c95062db1496aeb3e56f146f0355c9989319", size = 12739445 }, + { url = "https://files.pythonhosted.org/packages/20/e8/45a05d9c39d2cea61ab175dbe6a2de1d05b679e8de2011da4ee190d7e748/pandas-2.2.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6dfcb5ee8d4d50c06a51c2fffa6cff6272098ad6540aed1a76d15fb9318194d8", size = 16359235 }, + { url = "https://files.pythonhosted.org/packages/1d/99/617d07a6a5e429ff90c90da64d428516605a1ec7d7bea494235e1c3882de/pandas-2.2.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:062309c1b9ea12a50e8ce661145c6aab431b1e99530d3cd60640e255778bd43a", size = 14056756 }, + { url = "https://files.pythonhosted.org/packages/29/d4/1244ab8edf173a10fd601f7e13b9566c1b525c4f365d6bee918e68381889/pandas-2.2.3-cp312-cp312-win_amd64.whl", hash = "sha256:59ef3764d0fe818125a5097d2ae867ca3fa64df032331b7e0917cf5d7bf66b13", size = 11504248 }, +] + +[[package]] +name = "pint" +version = "0.24.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "appdirs" }, + { name = "flexcache" }, + { name = "flexparser" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/53/7d/30178ff193a076e35521592260915f74049bfa77dccb43ac8aa5abe1414b/pint-0.24.3.tar.gz", hash = "sha256:d54771093e8b94c4e0a35ac638c2444ddf3ef685652bab7675ffecfa0c5c5cdf", size = 341664 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3f/2b/abe15c62ef1aece41d0799f31ba97d298aad9c76bc31dd655c387c29f17a/Pint-0.24.3-py3-none-any.whl", hash = "sha256:d98667e46fd03a1b94694fbfa104ec30858684d8ab26952e2a348b48059089bb", size = 301758 }, +] + +[[package]] +name = "platformdirs" +version = "4.3.6" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/13/fc/128cc9cb8f03208bdbf93d3aa862e16d376844a14f9a0ce5cf4507372de4/platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907", size = 21302 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3c/a6/bc1012356d8ece4d66dd75c4b9fc6c1f6650ddd5991e421177d9f8f671be/platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb", size = 18439 }, +] + +[[package]] +name = "pluggy" +version = "1.5.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/96/2d/02d4312c973c6050a18b314a5ad0b3210edb65a906f868e31c111dede4a6/pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1", size = 67955 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/88/5f/e351af9a41f866ac3f1fac4ca0613908d9a41741cfcf2228f4ad853b697d/pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669", size = 20556 }, +] + +[[package]] +name = "py-cpuinfo" +version = "9.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/37/a8/d832f7293ebb21690860d2e01d8115e5ff6f2ae8bbdc953f0eb0fa4bd2c7/py-cpuinfo-9.0.0.tar.gz", hash = "sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690", size = 104716 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e0/a9/023730ba63db1e494a271cb018dcd361bd2c917ba7004c3e49d5daf795a2/py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5", size = 22335 }, +] + +[[package]] +name = "pygments" +version = "2.18.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/8e/62/8336eff65bcbc8e4cb5d05b55faf041285951b6e80f33e2bff2024788f31/pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199", size = 4891905 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f7/3f/01c8b82017c199075f8f788d0d906b9ffbbc5a47dc9918a945e13d5a2bda/pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a", size = 1205513 }, +] + +[[package]] +name = "pytest" +version = "8.3.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "exceptiongroup", marker = "python_full_version < '3.11'" }, + { name = "iniconfig" }, + { name = "packaging" }, + { name = "pluggy" }, + { name = "tomli", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/8b/6c/62bbd536103af674e227c41a8f3dcd022d591f6eed5facb5a0f31ee33bbc/pytest-8.3.3.tar.gz", hash = "sha256:70b98107bd648308a7952b06e6ca9a50bc660be218d53c257cc1fc94fda10181", size = 1442487 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6b/77/7440a06a8ead44c7757a64362dd22df5760f9b12dc5f11b6188cd2fc27a0/pytest-8.3.3-py3-none-any.whl", hash = "sha256:a6853c7375b2663155079443d2e45de913a911a11d669df02a50814944db57b2", size = 342341 }, +] + +[[package]] +name = "pytest-benchmark" +version = "4.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "py-cpuinfo" }, + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/28/08/e6b0067efa9a1f2a1eb3043ecd8a0c48bfeb60d3255006dcc829d72d5da2/pytest-benchmark-4.0.0.tar.gz", hash = "sha256:fb0785b83efe599a6a956361c0691ae1dbb5318018561af10f3e915caa0048d1", size = 334641 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/4d/a1/3b70862b5b3f830f0422844f25a823d0470739d994466be9dbbbb414d85a/pytest_benchmark-4.0.0-py3-none-any.whl", hash = "sha256:fdb7db64e31c8b277dff9850d2a2556d8b60bcb0ea6524e36e28ffd7c87f71d6", size = 43951 }, +] + +[[package]] +name = "pytest-cov" +version = "5.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "coverage", extra = ["toml"] }, + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/74/67/00efc8d11b630c56f15f4ad9c7f9223f1e5ec275aaae3fa9118c6a223ad2/pytest-cov-5.0.0.tar.gz", hash = "sha256:5837b58e9f6ebd335b0f8060eecce69b662415b16dc503883a02f45dfeb14857", size = 63042 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/3a/af5b4fa5961d9a1e6237b530eb87dd04aea6eb83da09d2a4073d81b54ccf/pytest_cov-5.0.0-py3-none-any.whl", hash = "sha256:4f0764a1219df53214206bf1feea4633c3b558a2925c8b59f144f682861ce652", size = 21990 }, +] + +[[package]] +name = "pytest-memray" +version = "1.7.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "memray" }, + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/4b/33/31536fa35fae6b040f7bb31375c6b95d025eb38e16416c23c0daa36bcb1f/pytest_memray-1.7.0.tar.gz", hash = "sha256:c18fa907d2210b42f4096c093e2d3416dfc002dcaa450ef3f9ba819bc3dd8f5f", size = 240564 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/24/1b/fe19affdc41e522aabc4e5df78edb0cd8f59cb6ae2fb151dec1797593a42/pytest_memray-1.7.0-py3-none-any.whl", hash = "sha256:b896718c1adf6d0cd339dfaaaa5620f035c9919e1199a79b3453804a1254306f", size = 17679 }, +] + +[[package]] +name = "python-dateutil" +version = "2.9.0.post0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "six" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892 }, +] + +[[package]] +name = "pytz" +version = "2024.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/3a/31/3c70bf7603cc2dca0f19bdc53b4537a797747a58875b552c8c413d963a3f/pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a", size = 319692 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/11/c3/005fcca25ce078d2cc29fd559379817424e94885510568bc1bc53d7d5846/pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725", size = 508002 }, +] + +[[package]] +name = "rich" +version = "13.9.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markdown-it-py" }, + { name = "pygments" }, + { name = "typing-extensions", marker = "python_full_version < '3.11'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/d9/e9/cf9ef5245d835065e6673781dbd4b8911d352fb770d56cf0879cf11b7ee1/rich-13.9.3.tar.gz", hash = "sha256:bc1e01b899537598cf02579d2b9f4a415104d3fc439313a7a2c165d76557a08e", size = 222889 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9a/e2/10e9819cf4a20bd8ea2f5dabafc2e6bf4a78d6a0965daeb60a4b34d1c11f/rich-13.9.3-py3-none-any.whl", hash = "sha256:9836f5096eb2172c9e77df411c1b009bace4193d6a481d534fea75ebba758283", size = 242157 }, +] + +[[package]] +name = "ruff" +version = "0.7.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a6/21/5c6e05e0fd3fbb41be4fb92edbc9a04de70baf60adb61435ce0c6b8c3d55/ruff-0.7.1.tar.gz", hash = "sha256:9d8a41d4aa2dad1575adb98a82870cf5db5f76b2938cf2206c22c940034a36f4", size = 3181670 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/65/45/8a20a9920175c9c4892b2420f80ff3cf14949cf3067118e212f9acd9c908/ruff-0.7.1-py3-none-linux_armv6l.whl", hash = "sha256:cb1bc5ed9403daa7da05475d615739cc0212e861b7306f314379d958592aaa89", size = 10389268 }, + { url = "https://files.pythonhosted.org/packages/1b/d3/2f8382db2cf4f9488e938602e33e36287f9d26cb283aa31f11c31297ce79/ruff-0.7.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:27c1c52a8d199a257ff1e5582d078eab7145129aa02721815ca8fa4f9612dc35", size = 10188348 }, + { url = "https://files.pythonhosted.org/packages/a2/31/7d14e2a88da351200f844b7be889a0845d9e797162cf76b136d21b832a23/ruff-0.7.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:588a34e1ef2ea55b4ddfec26bbe76bc866e92523d8c6cdec5e8aceefeff02d99", size = 9841448 }, + { url = "https://files.pythonhosted.org/packages/db/99/738cafdc768eceeca0bd26c6f03e213aa91203d2278e1d95b1c31c4ece41/ruff-0.7.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94fc32f9cdf72dc75c451e5f072758b118ab8100727168a3df58502b43a599ca", size = 10674864 }, + { url = "https://files.pythonhosted.org/packages/fe/12/bcf2836b50eab53c65008383e7d55201e490d75167c474f14a16e1af47d2/ruff-0.7.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:985818742b833bffa543a84d1cc11b5e6871de1b4e0ac3060a59a2bae3969250", size = 10192105 }, + { url = "https://files.pythonhosted.org/packages/2b/71/261d5d668bf98b6c44e89bfb5dfa4cb8cb6c8b490a201a3d8030e136ea4f/ruff-0.7.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:32f1e8a192e261366c702c5fb2ece9f68d26625f198a25c408861c16dc2dea9c", size = 11194144 }, + { url = "https://files.pythonhosted.org/packages/90/1f/0926d18a3b566fa6e7b3b36093088e4ffef6b6ba4ea85a462d9a93f7e35c/ruff-0.7.1-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:699085bf05819588551b11751eff33e9ca58b1b86a6843e1b082a7de40da1565", size = 11917066 }, + { url = "https://files.pythonhosted.org/packages/cd/a8/9fac41f128b6a44ab4409c1493430b4ee4b11521e8aeeca19bfe1ce851f9/ruff-0.7.1-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:344cc2b0814047dc8c3a8ff2cd1f3d808bb23c6658db830d25147339d9bf9ea7", size = 11458821 }, + { url = "https://files.pythonhosted.org/packages/25/cd/59644168f086ab13fe4e02943b9489a0aa710171f66b178e179df5383554/ruff-0.7.1-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4316bbf69d5a859cc937890c7ac7a6551252b6a01b1d2c97e8fc96e45a7c8b4a", size = 12700379 }, + { url = "https://files.pythonhosted.org/packages/fb/30/3bac63619eb97174661829c07fc46b2055a053dee72da29d7c304c1cd2c0/ruff-0.7.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:79d3af9dca4c56043e738a4d6dd1e9444b6d6c10598ac52d146e331eb155a8ad", size = 11019813 }, + { url = "https://files.pythonhosted.org/packages/4b/af/f567b885b5cb3bcdbcca3458ebf210cc8c9c7a9f61c332d3c2a050c3b21e/ruff-0.7.1-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:c5c121b46abde94a505175524e51891f829414e093cd8326d6e741ecfc0a9112", size = 10662146 }, + { url = "https://files.pythonhosted.org/packages/bc/ad/eb930d3ad117a9f2f7261969c21559ebd82bb13b6e8001c7caed0d44be5f/ruff-0.7.1-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8422104078324ea250886954e48f1373a8fe7de59283d747c3a7eca050b4e378", size = 10256911 }, + { url = "https://files.pythonhosted.org/packages/20/d5/af292ce70a016fcec792105ca67f768b403dd480a11888bc1f418fed0dd5/ruff-0.7.1-py3-none-musllinux_1_2_i686.whl", hash = "sha256:56aad830af8a9db644e80098fe4984a948e2b6fc2e73891538f43bbe478461b8", size = 10767488 }, + { url = "https://files.pythonhosted.org/packages/24/85/cc04a3bd027f433bebd2a097e63b3167653c079f7f13d8f9a1178e693412/ruff-0.7.1-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:658304f02f68d3a83c998ad8bf91f9b4f53e93e5412b8f2388359d55869727fd", size = 11093368 }, + { url = "https://files.pythonhosted.org/packages/0b/fb/c39cbf32d1f3e318674b8622f989417231794926b573f76dd4d0ca49f0f1/ruff-0.7.1-py3-none-win32.whl", hash = "sha256:b517a2011333eb7ce2d402652ecaa0ac1a30c114fbbd55c6b8ee466a7f600ee9", size = 8594180 }, + { url = "https://files.pythonhosted.org/packages/5a/71/ec8cdea34ecb90c830ca60d54ac7b509a7b5eab50fae27e001d4470fe813/ruff-0.7.1-py3-none-win_amd64.whl", hash = "sha256:f38c41fcde1728736b4eb2b18850f6d1e3eedd9678c914dede554a70d5241307", size = 9419751 }, + { url = "https://files.pythonhosted.org/packages/79/7b/884553415e9f0a9bf358ed52fb68b934e67ef6c5a62397ace924a1afdf9a/ruff-0.7.1-py3-none-win_arm64.whl", hash = "sha256:19aa200ec824c0f36d0c9114c8ec0087082021732979a359d6f3c390a6ff2a37", size = 8717402 }, +] + +[[package]] +name = "scipy" +version = "1.14.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/62/11/4d44a1f274e002784e4dbdb81e0ea96d2de2d1045b2132d5af62cc31fd28/scipy-1.14.1.tar.gz", hash = "sha256:5a275584e726026a5699459aa72f828a610821006228e841b94275c4a7c08417", size = 58620554 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/64/68/3bc0cfaf64ff507d82b1e5d5b64521df4c8bf7e22bc0b897827cbee9872c/scipy-1.14.1-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:b28d2ca4add7ac16ae8bb6632a3c86e4b9e4d52d3e34267f6e1b0c1f8d87e389", size = 39069598 }, + { url = "https://files.pythonhosted.org/packages/43/a5/8d02f9c372790326ad405d94f04d4339482ec082455b9e6e288f7100513b/scipy-1.14.1-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:d0d2821003174de06b69e58cef2316a6622b60ee613121199cb2852a873f8cf3", size = 29879676 }, + { url = "https://files.pythonhosted.org/packages/07/42/0e0bea9666fcbf2cb6ea0205db42c81b1f34d7b729ba251010edf9c80ebd/scipy-1.14.1-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:8bddf15838ba768bb5f5083c1ea012d64c9a444e16192762bd858f1e126196d0", size = 23088696 }, + { url = "https://files.pythonhosted.org/packages/15/47/298ab6fef5ebf31b426560e978b8b8548421d4ed0bf99263e1eb44532306/scipy-1.14.1-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:97c5dddd5932bd2a1a31c927ba5e1463a53b87ca96b5c9bdf5dfd6096e27efc3", size = 25470699 }, + { url = "https://files.pythonhosted.org/packages/d8/df/cdb6be5274bc694c4c22862ac3438cb04f360ed9df0aecee02ce0b798380/scipy-1.14.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ff0a7e01e422c15739ecd64432743cf7aae2b03f3084288f399affcefe5222d", size = 35606631 }, + { url = "https://files.pythonhosted.org/packages/47/78/b0c2c23880dd1e99e938ad49ccfb011ae353758a2dc5ed7ee59baff684c3/scipy-1.14.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e32dced201274bf96899e6491d9ba3e9a5f6b336708656466ad0522d8528f69", size = 41178528 }, + { url = "https://files.pythonhosted.org/packages/5d/aa/994b45c34b897637b853ec04334afa55a85650a0d11dacfa67232260fb0a/scipy-1.14.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8426251ad1e4ad903a4514712d2fa8fdd5382c978010d1c6f5f37ef286a713ad", size = 42784535 }, + { url = "https://files.pythonhosted.org/packages/e7/1c/8daa6df17a945cb1a2a1e3bae3c49643f7b3b94017ff01a4787064f03f84/scipy-1.14.1-cp310-cp310-win_amd64.whl", hash = "sha256:a49f6ed96f83966f576b33a44257d869756df6cf1ef4934f59dd58b25e0327e5", size = 44772117 }, + { url = "https://files.pythonhosted.org/packages/b2/ab/070ccfabe870d9f105b04aee1e2860520460ef7ca0213172abfe871463b9/scipy-1.14.1-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:2da0469a4ef0ecd3693761acbdc20f2fdeafb69e6819cc081308cc978153c675", size = 39076999 }, + { url = "https://files.pythonhosted.org/packages/a7/c5/02ac82f9bb8f70818099df7e86c3ad28dae64e1347b421d8e3adf26acab6/scipy-1.14.1-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:c0ee987efa6737242745f347835da2cc5bb9f1b42996a4d97d5c7ff7928cb6f2", size = 29894570 }, + { url = "https://files.pythonhosted.org/packages/ed/05/7f03e680cc5249c4f96c9e4e845acde08eb1aee5bc216eff8a089baa4ddb/scipy-1.14.1-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3a1b111fac6baec1c1d92f27e76511c9e7218f1695d61b59e05e0fe04dc59617", size = 23103567 }, + { url = "https://files.pythonhosted.org/packages/5e/fc/9f1413bef53171f379d786aabc104d4abeea48ee84c553a3e3d8c9f96a9c/scipy-1.14.1-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8475230e55549ab3f207bff11ebfc91c805dc3463ef62eda3ccf593254524ce8", size = 25499102 }, + { url = "https://files.pythonhosted.org/packages/c2/4b/b44bee3c2ddc316b0159b3d87a3d467ef8d7edfd525e6f7364a62cd87d90/scipy-1.14.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:278266012eb69f4a720827bdd2dc54b2271c97d84255b2faaa8f161a158c3b37", size = 35586346 }, + { url = "https://files.pythonhosted.org/packages/93/6b/701776d4bd6bdd9b629c387b5140f006185bd8ddea16788a44434376b98f/scipy-1.14.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fef8c87f8abfb884dac04e97824b61299880c43f4ce675dd2cbeadd3c9b466d2", size = 41165244 }, + { url = "https://files.pythonhosted.org/packages/06/57/e6aa6f55729a8f245d8a6984f2855696c5992113a5dc789065020f8be753/scipy-1.14.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b05d43735bb2f07d689f56f7b474788a13ed8adc484a85aa65c0fd931cf9ccd2", size = 42817917 }, + { url = "https://files.pythonhosted.org/packages/ea/c2/5ecadc5fcccefaece775feadcd795060adf5c3b29a883bff0e678cfe89af/scipy-1.14.1-cp311-cp311-win_amd64.whl", hash = "sha256:716e389b694c4bb564b4fc0c51bc84d381735e0d39d3f26ec1af2556ec6aad94", size = 44781033 }, + { url = "https://files.pythonhosted.org/packages/c0/04/2bdacc8ac6387b15db6faa40295f8bd25eccf33f1f13e68a72dc3c60a99e/scipy-1.14.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:631f07b3734d34aced009aaf6fedfd0eb3498a97e581c3b1e5f14a04164a456d", size = 39128781 }, + { url = "https://files.pythonhosted.org/packages/c8/53/35b4d41f5fd42f5781dbd0dd6c05d35ba8aa75c84ecddc7d44756cd8da2e/scipy-1.14.1-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:af29a935803cc707ab2ed7791c44288a682f9c8107bc00f0eccc4f92c08d6e07", size = 29939542 }, + { url = "https://files.pythonhosted.org/packages/66/67/6ef192e0e4d77b20cc33a01e743b00bc9e68fb83b88e06e636d2619a8767/scipy-1.14.1-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:2843f2d527d9eebec9a43e6b406fb7266f3af25a751aa91d62ff416f54170bc5", size = 23148375 }, + { url = "https://files.pythonhosted.org/packages/f6/32/3a6dedd51d68eb7b8e7dc7947d5d841bcb699f1bf4463639554986f4d782/scipy-1.14.1-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:eb58ca0abd96911932f688528977858681a59d61a7ce908ffd355957f7025cfc", size = 25578573 }, + { url = "https://files.pythonhosted.org/packages/f0/5a/efa92a58dc3a2898705f1dc9dbaf390ca7d4fba26d6ab8cfffb0c72f656f/scipy-1.14.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30ac8812c1d2aab7131a79ba62933a2a76f582d5dbbc695192453dae67ad6310", size = 35319299 }, + { url = "https://files.pythonhosted.org/packages/8e/ee/8a26858ca517e9c64f84b4c7734b89bda8e63bec85c3d2f432d225bb1886/scipy-1.14.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8f9ea80f2e65bdaa0b7627fb00cbeb2daf163caa015e59b7516395fe3bd1e066", size = 40849331 }, + { url = "https://files.pythonhosted.org/packages/a5/cd/06f72bc9187840f1c99e1a8750aad4216fc7dfdd7df46e6280add14b4822/scipy-1.14.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:edaf02b82cd7639db00dbff629995ef185c8df4c3ffa71a5562a595765a06ce1", size = 42544049 }, + { url = "https://files.pythonhosted.org/packages/aa/7d/43ab67228ef98c6b5dd42ab386eae2d7877036970a0d7e3dd3eb47a0d530/scipy-1.14.1-cp312-cp312-win_amd64.whl", hash = "sha256:2ff38e22128e6c03ff73b6bb0f85f897d2362f8c052e3b8ad00532198fbdae3f", size = 44521212 }, +] + +[[package]] +name = "six" +version = "1.16.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/71/39/171f1c67cd00715f190ba0b100d606d440a28c93c7714febeca8b79af85e/six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926", size = 34041 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d9/5a/e7c31adbe875f2abbb91bd84cf2dc52d792b5a01506781dbcf25c91daf11/six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254", size = 11053 }, +] + +[[package]] +name = "textual" +version = "0.85.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "markdown-it-py", extra = ["linkify", "plugins"] }, + { name = "platformdirs" }, + { name = "rich" }, + { name = "typing-extensions" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/f0/ef/d498d5eb07ebe63299517bbee7e4be2fe8e1b4f0835763446cef1c4eaed0/textual-0.85.0.tar.gz", hash = "sha256:645c0fd0b4f61cd19383df78a1acd4f3b555e2c514cfa2f454e20692dffc10a0", size = 1461202 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9c/d5/0f35e93d1343fd8a4a1571c104dd6f0a9d038aa89d203146f22b9beed725/textual-0.85.0-py3-none-any.whl", hash = "sha256:8e75d023f06b242fb88233926dfb7801792f867643493096dd45dd216dc950f3", size = 614318 }, +] + +[[package]] +name = "tomli" +version = "2.0.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/35/b9/de2a5c0144d7d75a57ff355c0c24054f965b2dc3036456ae03a51ea6264b/tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed", size = 16096 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/cf/db/ce8eda256fa131af12e0a76d481711abe4681b6923c27efb9a255c9e4594/tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38", size = 13237 }, +] + +[[package]] +name = "typing-extensions" +version = "4.12.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/df/db/f35a00659bc03fec321ba8bce9420de607a1d37f8342eee1863174c69557/typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8", size = 85321 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/26/9f/ad63fc0248c5379346306f8668cda6e2e2e9c95e01216d2b8ffd9ff037d0/typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d", size = 37438 }, +] + +[[package]] +name = "tzdata" +version = "2024.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e1/34/943888654477a574a86a98e9896bae89c7aa15078ec29f490fef2f1e5384/tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc", size = 193282 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a6/ab/7e5f53c3b9d14972843a647d8d7a853969a58aecc7559cb3267302c94774/tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd", size = 346586 }, +] + +[[package]] +name = "uc-micro-py" +version = "1.0.3" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/91/7a/146a99696aee0609e3712f2b44c6274566bc368dfe8375191278045186b8/uc-micro-py-1.0.3.tar.gz", hash = "sha256:d321b92cff673ec58027c04015fcaa8bb1e005478643ff4a500882eaab88c48a", size = 6043 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/37/87/1f677586e8ac487e29672e4b17455758fce261de06a0d086167bb760361a/uc_micro_py-1.0.3-py3-none-any.whl", hash = "sha256:db1dffff340817673d7b466ec86114a9dc0e9d4d9b5ba229d9d60e5c12600cd5", size = 6229 }, +]