From 3ab790685ce139c0ec1984d6c2fce43654b0e31b Mon Sep 17 00:00:00 2001 From: smilesun Date: Wed, 15 Oct 2025 18:34:23 +0200 Subject: [PATCH 01/20] . --- .gitignore | 1 + main.py | 6 ++++++ pyproject.toml | 43 +++++++++++++++++++++++++++---------------- setup.py | 8 ++++++++ 4 files changed, 42 insertions(+), 16 deletions(-) create mode 100644 .gitignore create mode 100644 main.py create mode 100644 setup.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..8fefad9 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +.pypi_token diff --git a/main.py b/main.py new file mode 100644 index 0000000..664021d --- /dev/null +++ b/main.py @@ -0,0 +1,6 @@ +def main(): + print("Hello from causalspyne!") + + +if __name__ == "__main__": + main() diff --git a/pyproject.toml b/pyproject.toml index c72129e..5f107f4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,18 +1,29 @@ -[tool.poetry] +[project] name = "causalspyne" -version = "0.1.4" -description = "hierarchical data generation for causal discovery and abstraction" -authors = ["Xudong Sun, Alex Markham"] +version = "0.1.5" +description = "Add your description here" readme = "README.md" - -[tool.poetry.dependencies] -python = "^3.9" -matplotlib = "^3.9.0" -networkx = "^3.2.1" -numpy = "^1.26.4" -pandas = "^2.2.2" -scipy = "^1.7.0" - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" +requires-python = ">=3.12" +dependencies = [ + "causal-learn==0.1.3.8 ; python_full_version >= '3.9' and python_full_version < '4'", + "contourpy==1.2.1 ; python_full_version >= '3.9' and python_full_version < '4'", + "cycler==0.12.1 ; python_full_version >= '3.9' and python_full_version < '4'", + "fonttools==4.53.1 ; python_full_version >= '3.9' and python_full_version < '4'", + "importlib-resources==6.4.0 ; python_full_version == '3.9.*'", + "kiwisolver==1.4.5 ; python_full_version >= '3.9' and python_full_version < '4'", + "matplotlib==3.9.0 ; python_full_version >= '3.9' and python_full_version < '4'", + "networkx==3.2.1 ; python_full_version >= '3.9' and python_full_version < '4'", + "numpy==1.26.0 ; python_full_version >= '3.9' and python_full_version < '4'", + "packaging==24.1 ; python_full_version >= '3.9' and python_full_version < '4'", + "pandas==2.2.2 ; python_full_version >= '3.9' and python_full_version < '4'", + "pillow==10.4.0 ; python_full_version >= '3.9' and python_full_version < '4'", + "pyparsing==3.1.2 ; python_full_version >= '3.9' and python_full_version < '4'", + "python-dateutil==2.9.0.post0 ; python_full_version >= '3.9' and python_full_version < '4'", + "pytz==2024.1 ; python_full_version >= '3.9' and python_full_version < '4'", + "scipy==1.13.1 ; python_full_version >= '3.9' and python_full_version < '4'", + "six==1.16.0 ; python_full_version >= '3.9' and python_full_version < '4'", + "tzdata==2024.1 ; python_full_version >= '3.9' and python_full_version < '4'", + "zipp==3.19.2 ; python_full_version == '3.9.*'", +] +[tool.setuptools.packages.find] +where = ["causalspyne"] diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..3886e8b --- /dev/null +++ b/setup.py @@ -0,0 +1,8 @@ +from setuptools import setup, find_packages + +setup( + name="causalspyne", + version="0.1.5", + packages=find_packages(), # Ensure your package folder is inside the find_packages scope +) + From fba1b9ccbbf8a63d94f964d8af9e62ae4afc5522 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 09:54:02 +0200 Subject: [PATCH 02/20] build: build pyproject.toml from scratch using uv --- devenv.lock | 155 ++++ devenv.nix | 25 + devenv.yaml | 22 + pyproject.toml | 38 +- {causalspyne => src/causalspyne}/README.md | 0 {causalspyne => src/causalspyne}/__init__.py | 0 .../causalspyne}/ancestral_acc.py | 0 .../causalspyne}/ancestral_shd.py | 0 {causalspyne => src/causalspyne}/conf.py | 0 .../causalspyne}/dag2ancestral.py | 0 {causalspyne => src/causalspyne}/dag_gen.py | 0 .../causalspyne}/dag_interface.py | 0 .../causalspyne}/dag_manipulator.py | 0 .../causalspyne}/dag_stack_indexer.py | 0 .../causalspyne}/dag_viewer.py | 0 {causalspyne => src/causalspyne}/data_gen.py | 0 {causalspyne => src/causalspyne}/dataset.py | 0 {causalspyne => src/causalspyne}/draw_dags.py | 0 .../causalspyne}/edge_models.py | 0 .../causalspyne}/erdo_renyi_plp.py | 0 .../causalspyne}/gen_dag_2level.py | 0 .../causalspyne}/implicit_gen_Sigma.py | 0 .../causalspyne}/implicit_omega.py | 0 .../implicit_omega_condition_on_w.py | 0 .../implicit_spectrum_histogram.py | 0 {causalspyne => src/causalspyne}/is_dag.py | 0 {causalspyne => src/causalspyne}/main.py | 0 .../causalspyne}/noise_idiosyncratic.py | 0 .../causalspyne}/poset_approach.py | 0 .../causalspyne}/py3_9_10_compatibility.py | 0 .../utils_causallearn_g2ancestral.py | 0 .../causalspyne}/utils_closure.py | 0 .../causalspyne}/utils_cov_precision.py | 0 .../causalspyne}/utils_topological_sort.py | 0 {causalspyne => src/causalspyne}/weight.py | 0 {causalspyne => src/causalspyne}/wishart.py | 0 uv.lock | 793 ++++++++++++++++++ 37 files changed, 1011 insertions(+), 22 deletions(-) create mode 100644 devenv.lock create mode 100644 devenv.nix create mode 100644 devenv.yaml rename {causalspyne => src/causalspyne}/README.md (100%) rename {causalspyne => src/causalspyne}/__init__.py (100%) rename {causalspyne => src/causalspyne}/ancestral_acc.py (100%) rename {causalspyne => src/causalspyne}/ancestral_shd.py (100%) rename {causalspyne => src/causalspyne}/conf.py (100%) rename {causalspyne => src/causalspyne}/dag2ancestral.py (100%) rename {causalspyne => src/causalspyne}/dag_gen.py (100%) rename {causalspyne => src/causalspyne}/dag_interface.py (100%) rename {causalspyne => src/causalspyne}/dag_manipulator.py (100%) rename {causalspyne => src/causalspyne}/dag_stack_indexer.py (100%) rename {causalspyne => src/causalspyne}/dag_viewer.py (100%) rename {causalspyne => src/causalspyne}/data_gen.py (100%) rename {causalspyne => src/causalspyne}/dataset.py (100%) rename {causalspyne => src/causalspyne}/draw_dags.py (100%) rename {causalspyne => src/causalspyne}/edge_models.py (100%) rename {causalspyne => src/causalspyne}/erdo_renyi_plp.py (100%) rename {causalspyne => src/causalspyne}/gen_dag_2level.py (100%) rename {causalspyne => src/causalspyne}/implicit_gen_Sigma.py (100%) rename {causalspyne => src/causalspyne}/implicit_omega.py (100%) rename {causalspyne => src/causalspyne}/implicit_omega_condition_on_w.py (100%) rename {causalspyne => src/causalspyne}/implicit_spectrum_histogram.py (100%) rename {causalspyne => src/causalspyne}/is_dag.py (100%) rename {causalspyne => src/causalspyne}/main.py (100%) rename {causalspyne => src/causalspyne}/noise_idiosyncratic.py (100%) rename {causalspyne => src/causalspyne}/poset_approach.py (100%) rename {causalspyne => src/causalspyne}/py3_9_10_compatibility.py (100%) rename {causalspyne => src/causalspyne}/utils_causallearn_g2ancestral.py (100%) rename {causalspyne => src/causalspyne}/utils_closure.py (100%) rename {causalspyne => src/causalspyne}/utils_cov_precision.py (100%) rename {causalspyne => src/causalspyne}/utils_topological_sort.py (100%) rename {causalspyne => src/causalspyne}/weight.py (100%) rename {causalspyne => src/causalspyne}/wishart.py (100%) create mode 100644 uv.lock diff --git a/devenv.lock b/devenv.lock new file mode 100644 index 0000000..fb6ac51 --- /dev/null +++ b/devenv.lock @@ -0,0 +1,155 @@ +{ + "nodes": { + "devenv": { + "locked": { + "dir": "src/modules", + "lastModified": 1760560333, + "owner": "cachix", + "repo": "devenv", + "rev": "0a4043938f540027e562c5a0feebbe6be872c3ea", + "type": "github" + }, + "original": { + "dir": "src/modules", + "owner": "cachix", + "repo": "devenv", + "type": "github" + } + }, + "flake-compat": { + "flake": false, + "locked": { + "lastModified": 1747046372, + "owner": "edolstra", + "repo": "flake-compat", + "rev": "9100a0f413b0c601e0533d1d94ffd501ce2e7885", + "type": "github" + }, + "original": { + "owner": "edolstra", + "repo": "flake-compat", + "type": "github" + } + }, + "flake-compat_2": { + "flake": false, + "locked": { + "lastModified": 1747046372, + "owner": "edolstra", + "repo": "flake-compat", + "rev": "9100a0f413b0c601e0533d1d94ffd501ce2e7885", + "type": "github" + }, + "original": { + "owner": "edolstra", + "repo": "flake-compat", + "type": "github" + } + }, + "git-hooks": { + "inputs": { + "flake-compat": "flake-compat", + "gitignore": "gitignore", + "nixpkgs": [ + "nixpkgs" + ] + }, + "locked": { + "lastModified": 1760392170, + "owner": "cachix", + "repo": "git-hooks.nix", + "rev": "46d55f0aeb1d567a78223e69729734f3dca25a85", + "type": "github" + }, + "original": { + "owner": "cachix", + "repo": "git-hooks.nix", + "type": "github" + } + }, + "gitignore": { + "inputs": { + "nixpkgs": [ + "git-hooks", + "nixpkgs" + ] + }, + "locked": { + "lastModified": 1709087332, + "owner": "hercules-ci", + "repo": "gitignore.nix", + "rev": "637db329424fd7e46cf4185293b9cc8c88c95394", + "type": "github" + }, + "original": { + "owner": "hercules-ci", + "repo": "gitignore.nix", + "type": "github" + } + }, + "nixpkgs": { + "locked": { + "lastModified": 1758532697, + "owner": "cachix", + "repo": "devenv-nixpkgs", + "rev": "207a4cb0e1253c7658c6736becc6eb9cace1f25f", + "type": "github" + }, + "original": { + "owner": "cachix", + "ref": "rolling", + "repo": "devenv-nixpkgs", + "type": "github" + } + }, + "nixpkgs-python": { + "inputs": { + "flake-compat": "flake-compat_2", + "nixpkgs": [ + "nixpkgs" + ] + }, + "locked": { + "lastModified": 1760045435, + "owner": "cachix", + "repo": "nixpkgs-python", + "rev": "5dd936b1ce299f6d230774a88b1052e47f71ab91", + "type": "github" + }, + "original": { + "owner": "cachix", + "repo": "nixpkgs-python", + "type": "github" + } + }, + "nixpkgs-unstable": { + "locked": { + "lastModified": 1760533177, + "owner": "nixos", + "repo": "nixpkgs", + "rev": "35f590344ff791e6b1d6d6b8f3523467c9217caf", + "type": "github" + }, + "original": { + "owner": "nixos", + "ref": "nixpkgs-unstable", + "repo": "nixpkgs", + "type": "github" + } + }, + "root": { + "inputs": { + "devenv": "devenv", + "git-hooks": "git-hooks", + "nixpkgs": "nixpkgs", + "nixpkgs-python": "nixpkgs-python", + "nixpkgs-unstable": "nixpkgs-unstable", + "pre-commit-hooks": [ + "git-hooks" + ] + } + } + }, + "root": "root", + "version": 7 +} diff --git a/devenv.nix b/devenv.nix new file mode 100644 index 0000000..7a050e4 --- /dev/null +++ b/devenv.nix @@ -0,0 +1,25 @@ +{ pkgs, lib, config, inputs, ... }: +let + pkgs-unstable = import inputs.nixpkgs-unstable { system = pkgs.stdenv.system; }; +in +{ + # https://devenv.sh/packages/ + packages = [ pkgs.git ]; + + # https://devenv.sh/languages/ + languages.python = { + enable = true; + version = "3.12"; + uv = { + enable = true; + package = pkgs-unstable.uv; + sync.enable = true; + }; + venv.enable = true; + }; + + enterShell = '' + ''; + + # See full reference at https://devenv.sh/reference/options/ +} diff --git a/devenv.yaml b/devenv.yaml new file mode 100644 index 0000000..88a690b --- /dev/null +++ b/devenv.yaml @@ -0,0 +1,22 @@ +# yaml-language-server: $schema=https://devenv.sh/devenv.schema.json +inputs: + nixpkgs: + url: github:cachix/devenv-nixpkgs/rolling + nixpkgs-unstable: + url: github:nixos/nixpkgs/nixpkgs-unstable + nixpkgs-python: + url: github:cachix/nixpkgs-python + inputs: + nixpkgs: + follows: nixpkgs + +# If you're using non-OSS software, you can set allowUnfree to true. +# allowUnfree: true + +# If you're willing to use a package that's vulnerable +# permittedInsecurePackages: +# - "openssl-1.1.1w" + +# If you have more than one devenv you can merge them +#imports: +# - ./backend diff --git a/pyproject.toml b/pyproject.toml index 5f107f4..3e2d82e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,29 +1,23 @@ [project] name = "causalspyne" version = "0.1.5" -description = "Add your description here" +description = "hierarchical data generation for causal discovery and abstraction" readme = "README.md" requires-python = ">=3.12" dependencies = [ - "causal-learn==0.1.3.8 ; python_full_version >= '3.9' and python_full_version < '4'", - "contourpy==1.2.1 ; python_full_version >= '3.9' and python_full_version < '4'", - "cycler==0.12.1 ; python_full_version >= '3.9' and python_full_version < '4'", - "fonttools==4.53.1 ; python_full_version >= '3.9' and python_full_version < '4'", - "importlib-resources==6.4.0 ; python_full_version == '3.9.*'", - "kiwisolver==1.4.5 ; python_full_version >= '3.9' and python_full_version < '4'", - "matplotlib==3.9.0 ; python_full_version >= '3.9' and python_full_version < '4'", - "networkx==3.2.1 ; python_full_version >= '3.9' and python_full_version < '4'", - "numpy==1.26.0 ; python_full_version >= '3.9' and python_full_version < '4'", - "packaging==24.1 ; python_full_version >= '3.9' and python_full_version < '4'", - "pandas==2.2.2 ; python_full_version >= '3.9' and python_full_version < '4'", - "pillow==10.4.0 ; python_full_version >= '3.9' and python_full_version < '4'", - "pyparsing==3.1.2 ; python_full_version >= '3.9' and python_full_version < '4'", - "python-dateutil==2.9.0.post0 ; python_full_version >= '3.9' and python_full_version < '4'", - "pytz==2024.1 ; python_full_version >= '3.9' and python_full_version < '4'", - "scipy==1.13.1 ; python_full_version >= '3.9' and python_full_version < '4'", - "six==1.16.0 ; python_full_version >= '3.9' and python_full_version < '4'", - "tzdata==2024.1 ; python_full_version >= '3.9' and python_full_version < '4'", - "zipp==3.19.2 ; python_full_version == '3.9.*'", + "causal-learn>=0.1.4.3", + "matplotlib>=3.10.7", + "networkx>=3.5", + "numpy>=2.3.4", + "pandas>=2.3.3", + "scipy>=1.16.2", +] + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" + +[dependency-groups] +dev = [ + "pytest>=8.3.4", ] -[tool.setuptools.packages.find] -where = ["causalspyne"] diff --git a/causalspyne/README.md b/src/causalspyne/README.md similarity index 100% rename from causalspyne/README.md rename to src/causalspyne/README.md diff --git a/causalspyne/__init__.py b/src/causalspyne/__init__.py similarity index 100% rename from causalspyne/__init__.py rename to src/causalspyne/__init__.py diff --git a/causalspyne/ancestral_acc.py b/src/causalspyne/ancestral_acc.py similarity index 100% rename from causalspyne/ancestral_acc.py rename to src/causalspyne/ancestral_acc.py diff --git a/causalspyne/ancestral_shd.py b/src/causalspyne/ancestral_shd.py similarity index 100% rename from causalspyne/ancestral_shd.py rename to src/causalspyne/ancestral_shd.py diff --git a/causalspyne/conf.py b/src/causalspyne/conf.py similarity index 100% rename from causalspyne/conf.py rename to src/causalspyne/conf.py diff --git a/causalspyne/dag2ancestral.py b/src/causalspyne/dag2ancestral.py similarity index 100% rename from causalspyne/dag2ancestral.py rename to src/causalspyne/dag2ancestral.py diff --git a/causalspyne/dag_gen.py b/src/causalspyne/dag_gen.py similarity index 100% rename from causalspyne/dag_gen.py rename to src/causalspyne/dag_gen.py diff --git a/causalspyne/dag_interface.py b/src/causalspyne/dag_interface.py similarity index 100% rename from causalspyne/dag_interface.py rename to src/causalspyne/dag_interface.py diff --git a/causalspyne/dag_manipulator.py b/src/causalspyne/dag_manipulator.py similarity index 100% rename from causalspyne/dag_manipulator.py rename to src/causalspyne/dag_manipulator.py diff --git a/causalspyne/dag_stack_indexer.py b/src/causalspyne/dag_stack_indexer.py similarity index 100% rename from causalspyne/dag_stack_indexer.py rename to src/causalspyne/dag_stack_indexer.py diff --git a/causalspyne/dag_viewer.py b/src/causalspyne/dag_viewer.py similarity index 100% rename from causalspyne/dag_viewer.py rename to src/causalspyne/dag_viewer.py diff --git a/causalspyne/data_gen.py b/src/causalspyne/data_gen.py similarity index 100% rename from causalspyne/data_gen.py rename to src/causalspyne/data_gen.py diff --git a/causalspyne/dataset.py b/src/causalspyne/dataset.py similarity index 100% rename from causalspyne/dataset.py rename to src/causalspyne/dataset.py diff --git a/causalspyne/draw_dags.py b/src/causalspyne/draw_dags.py similarity index 100% rename from causalspyne/draw_dags.py rename to src/causalspyne/draw_dags.py diff --git a/causalspyne/edge_models.py b/src/causalspyne/edge_models.py similarity index 100% rename from causalspyne/edge_models.py rename to src/causalspyne/edge_models.py diff --git a/causalspyne/erdo_renyi_plp.py b/src/causalspyne/erdo_renyi_plp.py similarity index 100% rename from causalspyne/erdo_renyi_plp.py rename to src/causalspyne/erdo_renyi_plp.py diff --git a/causalspyne/gen_dag_2level.py b/src/causalspyne/gen_dag_2level.py similarity index 100% rename from causalspyne/gen_dag_2level.py rename to src/causalspyne/gen_dag_2level.py diff --git a/causalspyne/implicit_gen_Sigma.py b/src/causalspyne/implicit_gen_Sigma.py similarity index 100% rename from causalspyne/implicit_gen_Sigma.py rename to src/causalspyne/implicit_gen_Sigma.py diff --git a/causalspyne/implicit_omega.py b/src/causalspyne/implicit_omega.py similarity index 100% rename from causalspyne/implicit_omega.py rename to src/causalspyne/implicit_omega.py diff --git a/causalspyne/implicit_omega_condition_on_w.py b/src/causalspyne/implicit_omega_condition_on_w.py similarity index 100% rename from causalspyne/implicit_omega_condition_on_w.py rename to src/causalspyne/implicit_omega_condition_on_w.py diff --git a/causalspyne/implicit_spectrum_histogram.py b/src/causalspyne/implicit_spectrum_histogram.py similarity index 100% rename from causalspyne/implicit_spectrum_histogram.py rename to src/causalspyne/implicit_spectrum_histogram.py diff --git a/causalspyne/is_dag.py b/src/causalspyne/is_dag.py similarity index 100% rename from causalspyne/is_dag.py rename to src/causalspyne/is_dag.py diff --git a/causalspyne/main.py b/src/causalspyne/main.py similarity index 100% rename from causalspyne/main.py rename to src/causalspyne/main.py diff --git a/causalspyne/noise_idiosyncratic.py b/src/causalspyne/noise_idiosyncratic.py similarity index 100% rename from causalspyne/noise_idiosyncratic.py rename to src/causalspyne/noise_idiosyncratic.py diff --git a/causalspyne/poset_approach.py b/src/causalspyne/poset_approach.py similarity index 100% rename from causalspyne/poset_approach.py rename to src/causalspyne/poset_approach.py diff --git a/causalspyne/py3_9_10_compatibility.py b/src/causalspyne/py3_9_10_compatibility.py similarity index 100% rename from causalspyne/py3_9_10_compatibility.py rename to src/causalspyne/py3_9_10_compatibility.py diff --git a/causalspyne/utils_causallearn_g2ancestral.py b/src/causalspyne/utils_causallearn_g2ancestral.py similarity index 100% rename from causalspyne/utils_causallearn_g2ancestral.py rename to src/causalspyne/utils_causallearn_g2ancestral.py diff --git a/causalspyne/utils_closure.py b/src/causalspyne/utils_closure.py similarity index 100% rename from causalspyne/utils_closure.py rename to src/causalspyne/utils_closure.py diff --git a/causalspyne/utils_cov_precision.py b/src/causalspyne/utils_cov_precision.py similarity index 100% rename from causalspyne/utils_cov_precision.py rename to src/causalspyne/utils_cov_precision.py diff --git a/causalspyne/utils_topological_sort.py b/src/causalspyne/utils_topological_sort.py similarity index 100% rename from causalspyne/utils_topological_sort.py rename to src/causalspyne/utils_topological_sort.py diff --git a/causalspyne/weight.py b/src/causalspyne/weight.py similarity index 100% rename from causalspyne/weight.py rename to src/causalspyne/weight.py diff --git a/causalspyne/wishart.py b/src/causalspyne/wishart.py similarity index 100% rename from causalspyne/wishart.py rename to src/causalspyne/wishart.py diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..0b398c2 --- /dev/null +++ b/uv.lock @@ -0,0 +1,793 @@ +version = 1 +revision = 3 +requires-python = ">=3.12" + +[[package]] +name = "causal-learn" +version = "0.1.4.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "graphviz" }, + { name = "matplotlib" }, + { name = "momentchi2" }, + { name = "networkx" }, + { name = "numpy" }, + { name = "pandas" }, + { name = "pydot" }, + { name = "scikit-learn" }, + { name = "scipy" }, + { name = "statsmodels" }, + { name = "tqdm" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/da/ec/e2cc629fbf98ac2245028ac7c927d822e2258c4051a3e356b8ebbb41f249/causal_learn-0.1.4.3.tar.gz", hash = "sha256:e832171668ded6b3ced6499be62951c1cca56b1d21c6cf67e920e50e3a671854", size = 153150, upload-time = "2025-06-22T04:07:47.544Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a7/d6/d5e65d6cbd012c7362e07054cd59e2edb66d7f99ab6865d4e6dd3dfdbaeb/causal_learn-0.1.4.3-py3-none-any.whl", hash = "sha256:47ca196b786ea3b899e0e0e2c6d607c37c900df9457781f6ab0b97a2c6a747d0", size = 192984, upload-time = "2025-06-22T04:07:46.129Z" }, +] + +[[package]] +name = "causalspyne" +version = "0.1.5" +source = { editable = "." } +dependencies = [ + { name = "causal-learn" }, + { name = "matplotlib" }, + { name = "networkx" }, + { name = "numpy" }, + { name = "pandas" }, + { name = "scipy" }, +] + +[package.dev-dependencies] +dev = [ + { name = "pytest" }, +] + +[package.metadata] +requires-dist = [ + { name = "causal-learn", specifier = ">=0.1.4.3" }, + { name = "matplotlib", specifier = ">=3.10.7" }, + { name = "networkx", specifier = ">=3.5" }, + { name = "numpy", specifier = ">=2.3.4" }, + { name = "pandas", specifier = ">=2.3.3" }, + { name = "scipy", specifier = ">=1.16.2" }, +] + +[package.metadata.requires-dev] +dev = [{ name = "pytest", specifier = ">=8.3.4" }] + +[[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, upload-time = "2022-10-25T02:36:22.414Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" }, +] + +[[package]] +name = "contourpy" +version = "1.3.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/58/01/1253e6698a07380cd31a736d248a3f2a50a7c88779a1813da27503cadc2a/contourpy-1.3.3.tar.gz", hash = "sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880", size = 13466174, upload-time = "2025-07-26T12:03:12.549Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/be/45/adfee365d9ea3d853550b2e735f9d66366701c65db7855cd07621732ccfc/contourpy-1.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb", size = 293419, upload-time = "2025-07-26T12:01:21.16Z" }, + { url = "https://files.pythonhosted.org/packages/53/3e/405b59cfa13021a56bba395a6b3aca8cec012b45bf177b0eaf7a202cde2c/contourpy-1.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6", size = 273979, upload-time = "2025-07-26T12:01:22.448Z" }, + { url = "https://files.pythonhosted.org/packages/d4/1c/a12359b9b2ca3a845e8f7f9ac08bdf776114eb931392fcad91743e2ea17b/contourpy-1.3.3-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7", size = 332653, upload-time = "2025-07-26T12:01:24.155Z" }, + { url = "https://files.pythonhosted.org/packages/63/12/897aeebfb475b7748ea67b61e045accdfcf0d971f8a588b67108ed7f5512/contourpy-1.3.3-cp312-cp312-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8", size = 379536, upload-time = "2025-07-26T12:01:25.91Z" }, + { url = "https://files.pythonhosted.org/packages/43/8a/a8c584b82deb248930ce069e71576fc09bd7174bbd35183b7943fb1064fd/contourpy-1.3.3-cp312-cp312-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea", size = 384397, upload-time = "2025-07-26T12:01:27.152Z" }, + { url = "https://files.pythonhosted.org/packages/cc/8f/ec6289987824b29529d0dfda0d74a07cec60e54b9c92f3c9da4c0ac732de/contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1", size = 362601, upload-time = "2025-07-26T12:01:28.808Z" }, + { url = "https://files.pythonhosted.org/packages/05/0a/a3fe3be3ee2dceb3e615ebb4df97ae6f3828aa915d3e10549ce016302bd1/contourpy-1.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7", size = 1331288, upload-time = "2025-07-26T12:01:31.198Z" }, + { url = "https://files.pythonhosted.org/packages/33/1d/acad9bd4e97f13f3e2b18a3977fe1b4a37ecf3d38d815333980c6c72e963/contourpy-1.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411", size = 1403386, upload-time = "2025-07-26T12:01:33.947Z" }, + { url = "https://files.pythonhosted.org/packages/cf/8f/5847f44a7fddf859704217a99a23a4f6417b10e5ab1256a179264561540e/contourpy-1.3.3-cp312-cp312-win32.whl", hash = "sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69", size = 185018, upload-time = "2025-07-26T12:01:35.64Z" }, + { url = "https://files.pythonhosted.org/packages/19/e8/6026ed58a64563186a9ee3f29f41261fd1828f527dd93d33b60feca63352/contourpy-1.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b", size = 226567, upload-time = "2025-07-26T12:01:36.804Z" }, + { url = "https://files.pythonhosted.org/packages/d1/e2/f05240d2c39a1ed228d8328a78b6f44cd695f7ef47beb3e684cf93604f86/contourpy-1.3.3-cp312-cp312-win_arm64.whl", hash = "sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc", size = 193655, upload-time = "2025-07-26T12:01:37.999Z" }, + { url = "https://files.pythonhosted.org/packages/68/35/0167aad910bbdb9599272bd96d01a9ec6852f36b9455cf2ca67bd4cc2d23/contourpy-1.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5", size = 293257, upload-time = "2025-07-26T12:01:39.367Z" }, + { url = "https://files.pythonhosted.org/packages/96/e4/7adcd9c8362745b2210728f209bfbcf7d91ba868a2c5f40d8b58f54c509b/contourpy-1.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1", size = 274034, upload-time = "2025-07-26T12:01:40.645Z" }, + { url = "https://files.pythonhosted.org/packages/73/23/90e31ceeed1de63058a02cb04b12f2de4b40e3bef5e082a7c18d9c8ae281/contourpy-1.3.3-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286", size = 334672, upload-time = "2025-07-26T12:01:41.942Z" }, + { url = "https://files.pythonhosted.org/packages/ed/93/b43d8acbe67392e659e1d984700e79eb67e2acb2bd7f62012b583a7f1b55/contourpy-1.3.3-cp313-cp313-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5", size = 381234, upload-time = "2025-07-26T12:01:43.499Z" }, + { url = "https://files.pythonhosted.org/packages/46/3b/bec82a3ea06f66711520f75a40c8fc0b113b2a75edb36aa633eb11c4f50f/contourpy-1.3.3-cp313-cp313-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67", size = 385169, upload-time = "2025-07-26T12:01:45.219Z" }, + { url = "https://files.pythonhosted.org/packages/4b/32/e0f13a1c5b0f8572d0ec6ae2f6c677b7991fafd95da523159c19eff0696a/contourpy-1.3.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9", size = 362859, upload-time = "2025-07-26T12:01:46.519Z" }, + { url = "https://files.pythonhosted.org/packages/33/71/e2a7945b7de4e58af42d708a219f3b2f4cff7386e6b6ab0a0fa0033c49a9/contourpy-1.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659", size = 1332062, upload-time = "2025-07-26T12:01:48.964Z" }, + { url = "https://files.pythonhosted.org/packages/12/fc/4e87ac754220ccc0e807284f88e943d6d43b43843614f0a8afa469801db0/contourpy-1.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7", size = 1403932, upload-time = "2025-07-26T12:01:51.979Z" }, + { url = "https://files.pythonhosted.org/packages/a6/2e/adc197a37443f934594112222ac1aa7dc9a98faf9c3842884df9a9d8751d/contourpy-1.3.3-cp313-cp313-win32.whl", hash = "sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d", size = 185024, upload-time = "2025-07-26T12:01:53.245Z" }, + { url = "https://files.pythonhosted.org/packages/18/0b/0098c214843213759692cc638fce7de5c289200a830e5035d1791d7a2338/contourpy-1.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263", size = 226578, upload-time = "2025-07-26T12:01:54.422Z" }, + { url = "https://files.pythonhosted.org/packages/8a/9a/2f6024a0c5995243cd63afdeb3651c984f0d2bc727fd98066d40e141ad73/contourpy-1.3.3-cp313-cp313-win_arm64.whl", hash = "sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9", size = 193524, upload-time = "2025-07-26T12:01:55.73Z" }, + { url = "https://files.pythonhosted.org/packages/c0/b3/f8a1a86bd3298513f500e5b1f5fd92b69896449f6cab6a146a5d52715479/contourpy-1.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d", size = 306730, upload-time = "2025-07-26T12:01:57.051Z" }, + { url = "https://files.pythonhosted.org/packages/3f/11/4780db94ae62fc0c2053909b65dc3246bd7cecfc4f8a20d957ad43aa4ad8/contourpy-1.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216", size = 287897, upload-time = "2025-07-26T12:01:58.663Z" }, + { url = "https://files.pythonhosted.org/packages/ae/15/e59f5f3ffdd6f3d4daa3e47114c53daabcb18574a26c21f03dc9e4e42ff0/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae", size = 326751, upload-time = "2025-07-26T12:02:00.343Z" }, + { url = "https://files.pythonhosted.org/packages/0f/81/03b45cfad088e4770b1dcf72ea78d3802d04200009fb364d18a493857210/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20", size = 375486, upload-time = "2025-07-26T12:02:02.128Z" }, + { url = "https://files.pythonhosted.org/packages/0c/ba/49923366492ffbdd4486e970d421b289a670ae8cf539c1ea9a09822b371a/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99", size = 388106, upload-time = "2025-07-26T12:02:03.615Z" }, + { url = "https://files.pythonhosted.org/packages/9f/52/5b00ea89525f8f143651f9f03a0df371d3cbd2fccd21ca9b768c7a6500c2/contourpy-1.3.3-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b", size = 352548, upload-time = "2025-07-26T12:02:05.165Z" }, + { url = "https://files.pythonhosted.org/packages/32/1d/a209ec1a3a3452d490f6b14dd92e72280c99ae3d1e73da74f8277d4ee08f/contourpy-1.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a", size = 1322297, upload-time = "2025-07-26T12:02:07.379Z" }, + { url = "https://files.pythonhosted.org/packages/bc/9e/46f0e8ebdd884ca0e8877e46a3f4e633f6c9c8c4f3f6e72be3fe075994aa/contourpy-1.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e", size = 1391023, upload-time = "2025-07-26T12:02:10.171Z" }, + { url = "https://files.pythonhosted.org/packages/b9/70/f308384a3ae9cd2209e0849f33c913f658d3326900d0ff5d378d6a1422d2/contourpy-1.3.3-cp313-cp313t-win32.whl", hash = "sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3", size = 196157, upload-time = "2025-07-26T12:02:11.488Z" }, + { url = "https://files.pythonhosted.org/packages/b2/dd/880f890a6663b84d9e34a6f88cded89d78f0091e0045a284427cb6b18521/contourpy-1.3.3-cp313-cp313t-win_amd64.whl", hash = "sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8", size = 240570, upload-time = "2025-07-26T12:02:12.754Z" }, + { url = "https://files.pythonhosted.org/packages/80/99/2adc7d8ffead633234817ef8e9a87115c8a11927a94478f6bb3d3f4d4f7d/contourpy-1.3.3-cp313-cp313t-win_arm64.whl", hash = "sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301", size = 199713, upload-time = "2025-07-26T12:02:14.4Z" }, + { url = "https://files.pythonhosted.org/packages/72/8b/4546f3ab60f78c514ffb7d01a0bd743f90de36f0019d1be84d0a708a580a/contourpy-1.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a", size = 292189, upload-time = "2025-07-26T12:02:16.095Z" }, + { url = "https://files.pythonhosted.org/packages/fd/e1/3542a9cb596cadd76fcef413f19c79216e002623158befe6daa03dbfa88c/contourpy-1.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77", size = 273251, upload-time = "2025-07-26T12:02:17.524Z" }, + { url = "https://files.pythonhosted.org/packages/b1/71/f93e1e9471d189f79d0ce2497007731c1e6bf9ef6d1d61b911430c3db4e5/contourpy-1.3.3-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5", size = 335810, upload-time = "2025-07-26T12:02:18.9Z" }, + { url = "https://files.pythonhosted.org/packages/91/f9/e35f4c1c93f9275d4e38681a80506b5510e9327350c51f8d4a5a724d178c/contourpy-1.3.3-cp314-cp314-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4", size = 382871, upload-time = "2025-07-26T12:02:20.418Z" }, + { url = "https://files.pythonhosted.org/packages/b5/71/47b512f936f66a0a900d81c396a7e60d73419868fba959c61efed7a8ab46/contourpy-1.3.3-cp314-cp314-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36", size = 386264, upload-time = "2025-07-26T12:02:21.916Z" }, + { url = "https://files.pythonhosted.org/packages/04/5f/9ff93450ba96b09c7c2b3f81c94de31c89f92292f1380261bd7195bea4ea/contourpy-1.3.3-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3", size = 363819, upload-time = "2025-07-26T12:02:23.759Z" }, + { url = "https://files.pythonhosted.org/packages/3e/a6/0b185d4cc480ee494945cde102cb0149ae830b5fa17bf855b95f2e70ad13/contourpy-1.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b", size = 1333650, upload-time = "2025-07-26T12:02:26.181Z" }, + { url = "https://files.pythonhosted.org/packages/43/d7/afdc95580ca56f30fbcd3060250f66cedbde69b4547028863abd8aa3b47e/contourpy-1.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36", size = 1404833, upload-time = "2025-07-26T12:02:28.782Z" }, + { url = "https://files.pythonhosted.org/packages/e2/e2/366af18a6d386f41132a48f033cbd2102e9b0cf6345d35ff0826cd984566/contourpy-1.3.3-cp314-cp314-win32.whl", hash = "sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d", size = 189692, upload-time = "2025-07-26T12:02:30.128Z" }, + { url = "https://files.pythonhosted.org/packages/7d/c2/57f54b03d0f22d4044b8afb9ca0e184f8b1afd57b4f735c2fa70883dc601/contourpy-1.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd", size = 232424, upload-time = "2025-07-26T12:02:31.395Z" }, + { url = "https://files.pythonhosted.org/packages/18/79/a9416650df9b525737ab521aa181ccc42d56016d2123ddcb7b58e926a42c/contourpy-1.3.3-cp314-cp314-win_arm64.whl", hash = "sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339", size = 198300, upload-time = "2025-07-26T12:02:32.956Z" }, + { url = "https://files.pythonhosted.org/packages/1f/42/38c159a7d0f2b7b9c04c64ab317042bb6952b713ba875c1681529a2932fe/contourpy-1.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772", size = 306769, upload-time = "2025-07-26T12:02:34.2Z" }, + { url = "https://files.pythonhosted.org/packages/c3/6c/26a8205f24bca10974e77460de68d3d7c63e282e23782f1239f226fcae6f/contourpy-1.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77", size = 287892, upload-time = "2025-07-26T12:02:35.807Z" }, + { url = "https://files.pythonhosted.org/packages/66/06/8a475c8ab718ebfd7925661747dbb3c3ee9c82ac834ccb3570be49d129f4/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13", size = 326748, upload-time = "2025-07-26T12:02:37.193Z" }, + { url = "https://files.pythonhosted.org/packages/b4/a3/c5ca9f010a44c223f098fccd8b158bb1cb287378a31ac141f04730dc49be/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe", size = 375554, upload-time = "2025-07-26T12:02:38.894Z" }, + { url = "https://files.pythonhosted.org/packages/80/5b/68bd33ae63fac658a4145088c1e894405e07584a316738710b636c6d0333/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f", size = 388118, upload-time = "2025-07-26T12:02:40.642Z" }, + { url = "https://files.pythonhosted.org/packages/40/52/4c285a6435940ae25d7410a6c36bda5145839bc3f0beb20c707cda18b9d2/contourpy-1.3.3-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0", size = 352555, upload-time = "2025-07-26T12:02:42.25Z" }, + { url = "https://files.pythonhosted.org/packages/24/ee/3e81e1dd174f5c7fefe50e85d0892de05ca4e26ef1c9a59c2a57e43b865a/contourpy-1.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4", size = 1322295, upload-time = "2025-07-26T12:02:44.668Z" }, + { url = "https://files.pythonhosted.org/packages/3c/b2/6d913d4d04e14379de429057cd169e5e00f6c2af3bb13e1710bcbdb5da12/contourpy-1.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f", size = 1391027, upload-time = "2025-07-26T12:02:47.09Z" }, + { url = "https://files.pythonhosted.org/packages/93/8a/68a4ec5c55a2971213d29a9374913f7e9f18581945a7a31d1a39b5d2dfe5/contourpy-1.3.3-cp314-cp314t-win32.whl", hash = "sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae", size = 202428, upload-time = "2025-07-26T12:02:48.691Z" }, + { url = "https://files.pythonhosted.org/packages/fa/96/fd9f641ffedc4fa3ace923af73b9d07e869496c9cc7a459103e6e978992f/contourpy-1.3.3-cp314-cp314t-win_amd64.whl", hash = "sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc", size = 250331, upload-time = "2025-07-26T12:02:50.137Z" }, + { url = "https://files.pythonhosted.org/packages/ae/8c/469afb6465b853afff216f9528ffda78a915ff880ed58813ba4faf4ba0b6/contourpy-1.3.3-cp314-cp314t-win_arm64.whl", hash = "sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b", size = 203831, upload-time = "2025-07-26T12:02:51.449Z" }, +] + +[[package]] +name = "cycler" +version = "0.12.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a9/95/a3dbbb5028f35eafb79008e7522a75244477d2838f38cbb722248dabc2a8/cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c", size = 7615, upload-time = "2023-10-07T05:32:18.335Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30", size = 8321, upload-time = "2023-10-07T05:32:16.783Z" }, +] + +[[package]] +name = "fonttools" +version = "4.60.1" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/4b/42/97a13e47a1e51a5a7142475bbcf5107fe3a68fc34aef331c897d5fb98ad0/fonttools-4.60.1.tar.gz", hash = "sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9", size = 3559823, upload-time = "2025-09-29T21:13:27.129Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e3/f7/a10b101b7a6f8836a5adb47f2791f2075d044a6ca123f35985c42edc82d8/fonttools-4.60.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc", size = 2832953, upload-time = "2025-09-29T21:11:39.616Z" }, + { url = "https://files.pythonhosted.org/packages/ed/fe/7bd094b59c926acf2304d2151354ddbeb74b94812f3dc943c231db09cb41/fonttools-4.60.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877", size = 2352706, upload-time = "2025-09-29T21:11:41.826Z" }, + { url = "https://files.pythonhosted.org/packages/c0/ca/4bb48a26ed95a1e7eba175535fe5805887682140ee0a0d10a88e1de84208/fonttools-4.60.1-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c", size = 4923716, upload-time = "2025-09-29T21:11:43.893Z" }, + { url = "https://files.pythonhosted.org/packages/b8/9f/2cb82999f686c1d1ddf06f6ae1a9117a880adbec113611cc9d22b2fdd465/fonttools-4.60.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401", size = 4968175, upload-time = "2025-09-29T21:11:46.439Z" }, + { url = "https://files.pythonhosted.org/packages/18/79/be569699e37d166b78e6218f2cde8c550204f2505038cdd83b42edc469b9/fonttools-4.60.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903", size = 4911031, upload-time = "2025-09-29T21:11:48.977Z" }, + { url = "https://files.pythonhosted.org/packages/cc/9f/89411cc116effaec5260ad519162f64f9c150e5522a27cbb05eb62d0c05b/fonttools-4.60.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed", size = 5062966, upload-time = "2025-09-29T21:11:54.344Z" }, + { url = "https://files.pythonhosted.org/packages/62/a1/f888221934b5731d46cb9991c7a71f30cb1f97c0ef5fcf37f8da8fce6c8e/fonttools-4.60.1-cp312-cp312-win32.whl", hash = "sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6", size = 2218750, upload-time = "2025-09-29T21:11:56.601Z" }, + { url = "https://files.pythonhosted.org/packages/88/8f/a55b5550cd33cd1028601df41acd057d4be20efa5c958f417b0c0613924d/fonttools-4.60.1-cp312-cp312-win_amd64.whl", hash = "sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383", size = 2267026, upload-time = "2025-09-29T21:11:58.852Z" }, + { url = "https://files.pythonhosted.org/packages/7c/5b/cdd2c612277b7ac7ec8c0c9bc41812c43dc7b2d5f2b0897e15fdf5a1f915/fonttools-4.60.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb", size = 2825777, upload-time = "2025-09-29T21:12:01.22Z" }, + { url = "https://files.pythonhosted.org/packages/d6/8a/de9cc0540f542963ba5e8f3a1f6ad48fa211badc3177783b9d5cadf79b5d/fonttools-4.60.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4", size = 2348080, upload-time = "2025-09-29T21:12:03.785Z" }, + { url = "https://files.pythonhosted.org/packages/2d/8b/371ab3cec97ee3fe1126b3406b7abd60c8fec8975fd79a3c75cdea0c3d83/fonttools-4.60.1-cp313-cp313-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c", size = 4903082, upload-time = "2025-09-29T21:12:06.382Z" }, + { url = "https://files.pythonhosted.org/packages/04/05/06b1455e4bc653fcb2117ac3ef5fa3a8a14919b93c60742d04440605d058/fonttools-4.60.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77", size = 4960125, upload-time = "2025-09-29T21:12:09.314Z" }, + { url = "https://files.pythonhosted.org/packages/8e/37/f3b840fcb2666f6cb97038793606bdd83488dca2d0b0fc542ccc20afa668/fonttools-4.60.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199", size = 4901454, upload-time = "2025-09-29T21:12:11.931Z" }, + { url = "https://files.pythonhosted.org/packages/fd/9e/eb76f77e82f8d4a46420aadff12cec6237751b0fb9ef1de373186dcffb5f/fonttools-4.60.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c", size = 5044495, upload-time = "2025-09-29T21:12:15.241Z" }, + { url = "https://files.pythonhosted.org/packages/f8/b3/cede8f8235d42ff7ae891bae8d619d02c8ac9fd0cfc450c5927a6200c70d/fonttools-4.60.1-cp313-cp313-win32.whl", hash = "sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272", size = 2217028, upload-time = "2025-09-29T21:12:17.96Z" }, + { url = "https://files.pythonhosted.org/packages/75/4d/b022c1577807ce8b31ffe055306ec13a866f2337ecee96e75b24b9b753ea/fonttools-4.60.1-cp313-cp313-win_amd64.whl", hash = "sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac", size = 2266200, upload-time = "2025-09-29T21:12:20.14Z" }, + { url = "https://files.pythonhosted.org/packages/9a/83/752ca11c1aa9a899b793a130f2e466b79ea0cf7279c8d79c178fc954a07b/fonttools-4.60.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:a884aef09d45ba1206712c7dbda5829562d3fea7726935d3289d343232ecb0d3", size = 2822830, upload-time = "2025-09-29T21:12:24.406Z" }, + { url = "https://files.pythonhosted.org/packages/57/17/bbeab391100331950a96ce55cfbbff27d781c1b85ebafb4167eae50d9fe3/fonttools-4.60.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8a44788d9d91df72d1a5eac49b31aeb887a5f4aab761b4cffc4196c74907ea85", size = 2345524, upload-time = "2025-09-29T21:12:26.819Z" }, + { url = "https://files.pythonhosted.org/packages/3d/2e/d4831caa96d85a84dd0da1d9f90d81cec081f551e0ea216df684092c6c97/fonttools-4.60.1-cp314-cp314-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:e852d9dda9f93ad3651ae1e3bb770eac544ec93c3807888798eccddf84596537", size = 4843490, upload-time = "2025-09-29T21:12:29.123Z" }, + { url = "https://files.pythonhosted.org/packages/49/13/5e2ea7c7a101b6fc3941be65307ef8df92cbbfa6ec4804032baf1893b434/fonttools-4.60.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:154cb6ee417e417bf5f7c42fe25858c9140c26f647c7347c06f0cc2d47eff003", size = 4944184, upload-time = "2025-09-29T21:12:31.414Z" }, + { url = "https://files.pythonhosted.org/packages/0c/2b/cf9603551c525b73fc47c52ee0b82a891579a93d9651ed694e4e2cd08bb8/fonttools-4.60.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:5664fd1a9ea7f244487ac8f10340c4e37664675e8667d6fee420766e0fb3cf08", size = 4890218, upload-time = "2025-09-29T21:12:33.936Z" }, + { url = "https://files.pythonhosted.org/packages/fd/2f/933d2352422e25f2376aae74f79eaa882a50fb3bfef3c0d4f50501267101/fonttools-4.60.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:583b7f8e3c49486e4d489ad1deacfb8d5be54a8ef34d6df824f6a171f8511d99", size = 4999324, upload-time = "2025-09-29T21:12:36.637Z" }, + { url = "https://files.pythonhosted.org/packages/38/99/234594c0391221f66216bc2c886923513b3399a148defaccf81dc3be6560/fonttools-4.60.1-cp314-cp314-win32.whl", hash = "sha256:66929e2ea2810c6533a5184f938502cfdaea4bc3efb7130d8cc02e1c1b4108d6", size = 2220861, upload-time = "2025-09-29T21:12:39.108Z" }, + { url = "https://files.pythonhosted.org/packages/3e/1d/edb5b23726dde50fc4068e1493e4fc7658eeefcaf75d4c5ffce067d07ae5/fonttools-4.60.1-cp314-cp314-win_amd64.whl", hash = "sha256:f3d5be054c461d6a2268831f04091dc82753176f6ea06dc6047a5e168265a987", size = 2270934, upload-time = "2025-09-29T21:12:41.339Z" }, + { url = "https://files.pythonhosted.org/packages/fb/da/1392aaa2170adc7071fe7f9cfd181a5684a7afcde605aebddf1fb4d76df5/fonttools-4.60.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:b6379e7546ba4ae4b18f8ae2b9bc5960936007a1c0e30b342f662577e8bc3299", size = 2894340, upload-time = "2025-09-29T21:12:43.774Z" }, + { url = "https://files.pythonhosted.org/packages/bf/a7/3b9f16e010d536ce567058b931a20b590d8f3177b2eda09edd92e392375d/fonttools-4.60.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:9d0ced62b59e0430b3690dbc5373df1c2aa7585e9a8ce38eff87f0fd993c5b01", size = 2375073, upload-time = "2025-09-29T21:12:46.437Z" }, + { url = "https://files.pythonhosted.org/packages/9b/b5/e9bcf51980f98e59bb5bb7c382a63c6f6cac0eec5f67de6d8f2322382065/fonttools-4.60.1-cp314-cp314t-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:875cb7764708b3132637f6c5fb385b16eeba0f7ac9fa45a69d35e09b47045801", size = 4849758, upload-time = "2025-09-29T21:12:48.694Z" }, + { url = "https://files.pythonhosted.org/packages/e3/dc/1d2cf7d1cba82264b2f8385db3f5960e3d8ce756b4dc65b700d2c496f7e9/fonttools-4.60.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a184b2ea57b13680ab6d5fbde99ccef152c95c06746cb7718c583abd8f945ccc", size = 5085598, upload-time = "2025-09-29T21:12:51.081Z" }, + { url = "https://files.pythonhosted.org/packages/5d/4d/279e28ba87fb20e0c69baf72b60bbf1c4d873af1476806a7b5f2b7fac1ff/fonttools-4.60.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:026290e4ec76583881763fac284aca67365e0be9f13a7fb137257096114cb3bc", size = 4957603, upload-time = "2025-09-29T21:12:53.423Z" }, + { url = "https://files.pythonhosted.org/packages/78/d4/ff19976305e0c05aa3340c805475abb00224c954d3c65e82c0a69633d55d/fonttools-4.60.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f0e8817c7d1a0c2eedebf57ef9a9896f3ea23324769a9a2061a80fe8852705ed", size = 4974184, upload-time = "2025-09-29T21:12:55.962Z" }, + { url = "https://files.pythonhosted.org/packages/63/22/8553ff6166f5cd21cfaa115aaacaa0dc73b91c079a8cfd54a482cbc0f4f5/fonttools-4.60.1-cp314-cp314t-win32.whl", hash = "sha256:1410155d0e764a4615774e5c2c6fc516259fe3eca5882f034eb9bfdbee056259", size = 2282241, upload-time = "2025-09-29T21:12:58.179Z" }, + { url = "https://files.pythonhosted.org/packages/8a/cb/fa7b4d148e11d5a72761a22e595344133e83a9507a4c231df972e657579b/fonttools-4.60.1-cp314-cp314t-win_amd64.whl", hash = "sha256:022beaea4b73a70295b688f817ddc24ed3e3418b5036ffcd5658141184ef0d0c", size = 2345760, upload-time = "2025-09-29T21:13:00.375Z" }, + { url = "https://files.pythonhosted.org/packages/c7/93/0dd45cd283c32dea1545151d8c3637b4b8c53cdb3a625aeb2885b184d74d/fonttools-4.60.1-py3-none-any.whl", hash = "sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb", size = 1143175, upload-time = "2025-09-29T21:13:24.134Z" }, +] + +[[package]] +name = "graphviz" +version = "0.21" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f8/b3/3ac91e9be6b761a4b30d66ff165e54439dcd48b83f4e20d644867215f6ca/graphviz-0.21.tar.gz", hash = "sha256:20743e7183be82aaaa8ad6c93f8893c923bd6658a04c32ee115edb3c8a835f78", size = 200434, upload-time = "2025-06-15T09:35:05.824Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/91/4c/e0ce1ef95d4000ebc1c11801f9b944fa5910ecc15b5e351865763d8657f8/graphviz-0.21-py3-none-any.whl", hash = "sha256:54f33de9f4f911d7e84e4191749cac8cc5653f815b06738c54db9a15ab8b1e42", size = 47300, upload-time = "2025-06-15T09:35:04.433Z" }, +] + +[[package]] +name = "iniconfig" +version = "2.1.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f2/97/ebf4da567aa6827c909642694d71c9fcf53e5b504f2d96afea02718862f3/iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7", size = 4793, upload-time = "2025-03-19T20:09:59.721Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2c/e1/e6716421ea10d38022b952c159d5161ca1193197fb744506875fbb87ea7b/iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760", size = 6050, upload-time = "2025-03-19T20:10:01.071Z" }, +] + +[[package]] +name = "joblib" +version = "1.5.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/e8/5d/447af5ea094b9e4c4054f82e223ada074c552335b9b4b2d14bd9b35a67c4/joblib-1.5.2.tar.gz", hash = "sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55", size = 331077, upload-time = "2025-08-27T12:15:46.575Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/e8/685f47e0d754320684db4425a0967f7d3fa70126bffd76110b7009a0090f/joblib-1.5.2-py3-none-any.whl", hash = "sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241", size = 308396, upload-time = "2025-08-27T12:15:45.188Z" }, +] + +[[package]] +name = "kiwisolver" +version = "1.4.9" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/5c/3c/85844f1b0feb11ee581ac23fe5fce65cd049a200c1446708cc1b7f922875/kiwisolver-1.4.9.tar.gz", hash = "sha256:c3b22c26c6fd6811b0ae8363b95ca8ce4ea3c202d3d0975b2914310ceb1bcc4d", size = 97564, upload-time = "2025-08-10T21:27:49.279Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/86/c9/13573a747838aeb1c76e3267620daa054f4152444d1f3d1a2324b78255b5/kiwisolver-1.4.9-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ac5a486ac389dddcc5bef4f365b6ae3ffff2c433324fb38dd35e3fab7c957999", size = 123686, upload-time = "2025-08-10T21:26:10.034Z" }, + { url = "https://files.pythonhosted.org/packages/51/ea/2ecf727927f103ffd1739271ca19c424d0e65ea473fbaeea1c014aea93f6/kiwisolver-1.4.9-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f2ba92255faa7309d06fe44c3a4a97efe1c8d640c2a79a5ef728b685762a6fd2", size = 66460, upload-time = "2025-08-10T21:26:11.083Z" }, + { url = "https://files.pythonhosted.org/packages/5b/5a/51f5464373ce2aeb5194508298a508b6f21d3867f499556263c64c621914/kiwisolver-1.4.9-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4a2899935e724dd1074cb568ce7ac0dce28b2cd6ab539c8e001a8578eb106d14", size = 64952, upload-time = "2025-08-10T21:26:12.058Z" }, + { url = "https://files.pythonhosted.org/packages/70/90/6d240beb0f24b74371762873e9b7f499f1e02166a2d9c5801f4dbf8fa12e/kiwisolver-1.4.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f6008a4919fdbc0b0097089f67a1eb55d950ed7e90ce2cc3e640abadd2757a04", size = 1474756, upload-time = "2025-08-10T21:26:13.096Z" }, + { url = "https://files.pythonhosted.org/packages/12/42/f36816eaf465220f683fb711efdd1bbf7a7005a2473d0e4ed421389bd26c/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:67bb8b474b4181770f926f7b7d2f8c0248cbcb78b660fdd41a47054b28d2a752", size = 1276404, upload-time = "2025-08-10T21:26:14.457Z" }, + { url = "https://files.pythonhosted.org/packages/2e/64/bc2de94800adc830c476dce44e9b40fd0809cddeef1fde9fcf0f73da301f/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2327a4a30d3ee07d2fbe2e7933e8a37c591663b96ce42a00bc67461a87d7df77", size = 1294410, upload-time = "2025-08-10T21:26:15.73Z" }, + { url = "https://files.pythonhosted.org/packages/5f/42/2dc82330a70aa8e55b6d395b11018045e58d0bb00834502bf11509f79091/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:7a08b491ec91b1d5053ac177afe5290adacf1f0f6307d771ccac5de30592d198", size = 1343631, upload-time = "2025-08-10T21:26:17.045Z" }, + { url = "https://files.pythonhosted.org/packages/22/fd/f4c67a6ed1aab149ec5a8a401c323cee7a1cbe364381bb6c9c0d564e0e20/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d8fc5c867c22b828001b6a38d2eaeb88160bf5783c6cb4a5e440efc981ce286d", size = 2224963, upload-time = "2025-08-10T21:26:18.737Z" }, + { url = "https://files.pythonhosted.org/packages/45/aa/76720bd4cb3713314677d9ec94dcc21ced3f1baf4830adde5bb9b2430a5f/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:3b3115b2581ea35bb6d1f24a4c90af37e5d9b49dcff267eeed14c3893c5b86ab", size = 2321295, upload-time = "2025-08-10T21:26:20.11Z" }, + { url = "https://files.pythonhosted.org/packages/80/19/d3ec0d9ab711242f56ae0dc2fc5d70e298bb4a1f9dfab44c027668c673a1/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:858e4c22fb075920b96a291928cb7dea5644e94c0ee4fcd5af7e865655e4ccf2", size = 2487987, upload-time = "2025-08-10T21:26:21.49Z" }, + { url = "https://files.pythonhosted.org/packages/39/e9/61e4813b2c97e86b6fdbd4dd824bf72d28bcd8d4849b8084a357bc0dd64d/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ed0fecd28cc62c54b262e3736f8bb2512d8dcfdc2bcf08be5f47f96bf405b145", size = 2291817, upload-time = "2025-08-10T21:26:22.812Z" }, + { url = "https://files.pythonhosted.org/packages/a0/41/85d82b0291db7504da3c2defe35c9a8a5c9803a730f297bd823d11d5fb77/kiwisolver-1.4.9-cp312-cp312-win_amd64.whl", hash = "sha256:f68208a520c3d86ea51acf688a3e3002615a7f0238002cccc17affecc86a8a54", size = 73895, upload-time = "2025-08-10T21:26:24.37Z" }, + { url = "https://files.pythonhosted.org/packages/e2/92/5f3068cf15ee5cb624a0c7596e67e2a0bb2adee33f71c379054a491d07da/kiwisolver-1.4.9-cp312-cp312-win_arm64.whl", hash = "sha256:2c1a4f57df73965f3f14df20b80ee29e6a7930a57d2d9e8491a25f676e197c60", size = 64992, upload-time = "2025-08-10T21:26:25.732Z" }, + { url = "https://files.pythonhosted.org/packages/31/c1/c2686cda909742ab66c7388e9a1a8521a59eb89f8bcfbee28fc980d07e24/kiwisolver-1.4.9-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a5d0432ccf1c7ab14f9949eec60c5d1f924f17c037e9f8b33352fa05799359b8", size = 123681, upload-time = "2025-08-10T21:26:26.725Z" }, + { url = "https://files.pythonhosted.org/packages/ca/f0/f44f50c9f5b1a1860261092e3bc91ecdc9acda848a8b8c6abfda4a24dd5c/kiwisolver-1.4.9-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:efb3a45b35622bb6c16dbfab491a8f5a391fe0e9d45ef32f4df85658232ca0e2", size = 66464, upload-time = "2025-08-10T21:26:27.733Z" }, + { url = "https://files.pythonhosted.org/packages/2d/7a/9d90a151f558e29c3936b8a47ac770235f436f2120aca41a6d5f3d62ae8d/kiwisolver-1.4.9-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1a12cf6398e8a0a001a059747a1cbf24705e18fe413bc22de7b3d15c67cffe3f", size = 64961, upload-time = "2025-08-10T21:26:28.729Z" }, + { url = "https://files.pythonhosted.org/packages/e9/e9/f218a2cb3a9ffbe324ca29a9e399fa2d2866d7f348ec3a88df87fc248fc5/kiwisolver-1.4.9-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b67e6efbf68e077dd71d1a6b37e43e1a99d0bff1a3d51867d45ee8908b931098", size = 1474607, upload-time = "2025-08-10T21:26:29.798Z" }, + { url = "https://files.pythonhosted.org/packages/d9/28/aac26d4c882f14de59041636292bc838db8961373825df23b8eeb807e198/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5656aa670507437af0207645273ccdfee4f14bacd7f7c67a4306d0dcaeaf6eed", size = 1276546, upload-time = "2025-08-10T21:26:31.401Z" }, + { url = "https://files.pythonhosted.org/packages/8b/ad/8bfc1c93d4cc565e5069162f610ba2f48ff39b7de4b5b8d93f69f30c4bed/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:bfc08add558155345129c7803b3671cf195e6a56e7a12f3dde7c57d9b417f525", size = 1294482, upload-time = "2025-08-10T21:26:32.721Z" }, + { url = "https://files.pythonhosted.org/packages/da/f1/6aca55ff798901d8ce403206d00e033191f63d82dd708a186e0ed2067e9c/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:40092754720b174e6ccf9e845d0d8c7d8e12c3d71e7fc35f55f3813e96376f78", size = 1343720, upload-time = "2025-08-10T21:26:34.032Z" }, + { url = "https://files.pythonhosted.org/packages/d1/91/eed031876c595c81d90d0f6fc681ece250e14bf6998c3d7c419466b523b7/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:497d05f29a1300d14e02e6441cf0f5ee81c1ff5a304b0d9fb77423974684e08b", size = 2224907, upload-time = "2025-08-10T21:26:35.824Z" }, + { url = "https://files.pythonhosted.org/packages/e9/ec/4d1925f2e49617b9cca9c34bfa11adefad49d00db038e692a559454dfb2e/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:bdd1a81a1860476eb41ac4bc1e07b3f07259e6d55bbf739b79c8aaedcf512799", size = 2321334, upload-time = "2025-08-10T21:26:37.534Z" }, + { url = "https://files.pythonhosted.org/packages/43/cb/450cd4499356f68802750c6ddc18647b8ea01ffa28f50d20598e0befe6e9/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:e6b93f13371d341afee3be9f7c5964e3fe61d5fa30f6a30eb49856935dfe4fc3", size = 2488313, upload-time = "2025-08-10T21:26:39.191Z" }, + { url = "https://files.pythonhosted.org/packages/71/67/fc76242bd99f885651128a5d4fa6083e5524694b7c88b489b1b55fdc491d/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d75aa530ccfaa593da12834b86a0724f58bff12706659baa9227c2ccaa06264c", size = 2291970, upload-time = "2025-08-10T21:26:40.828Z" }, + { url = "https://files.pythonhosted.org/packages/75/bd/f1a5d894000941739f2ae1b65a32892349423ad49c2e6d0771d0bad3fae4/kiwisolver-1.4.9-cp313-cp313-win_amd64.whl", hash = "sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d", size = 73894, upload-time = "2025-08-10T21:26:42.33Z" }, + { url = "https://files.pythonhosted.org/packages/95/38/dce480814d25b99a391abbddadc78f7c117c6da34be68ca8b02d5848b424/kiwisolver-1.4.9-cp313-cp313-win_arm64.whl", hash = "sha256:d4188e73af84ca82468f09cadc5ac4db578109e52acb4518d8154698d3a87ca2", size = 64995, upload-time = "2025-08-10T21:26:43.889Z" }, + { url = "https://files.pythonhosted.org/packages/e2/37/7d218ce5d92dadc5ebdd9070d903e0c7cf7edfe03f179433ac4d13ce659c/kiwisolver-1.4.9-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:5a0f2724dfd4e3b3ac5a82436a8e6fd16baa7d507117e4279b660fe8ca38a3a1", size = 126510, upload-time = "2025-08-10T21:26:44.915Z" }, + { url = "https://files.pythonhosted.org/packages/23/b0/e85a2b48233daef4b648fb657ebbb6f8367696a2d9548a00b4ee0eb67803/kiwisolver-1.4.9-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:1b11d6a633e4ed84fc0ddafd4ebfd8ea49b3f25082c04ad12b8315c11d504dc1", size = 67903, upload-time = "2025-08-10T21:26:45.934Z" }, + { url = "https://files.pythonhosted.org/packages/44/98/f2425bc0113ad7de24da6bb4dae1343476e95e1d738be7c04d31a5d037fd/kiwisolver-1.4.9-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:61874cdb0a36016354853593cffc38e56fc9ca5aa97d2c05d3dcf6922cd55a11", size = 66402, upload-time = "2025-08-10T21:26:47.101Z" }, + { url = "https://files.pythonhosted.org/packages/98/d8/594657886df9f34c4177cc353cc28ca7e6e5eb562d37ccc233bff43bbe2a/kiwisolver-1.4.9-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:60c439763a969a6af93b4881db0eed8fadf93ee98e18cbc35bc8da868d0c4f0c", size = 1582135, upload-time = "2025-08-10T21:26:48.665Z" }, + { url = "https://files.pythonhosted.org/packages/5c/c6/38a115b7170f8b306fc929e166340c24958347308ea3012c2b44e7e295db/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92a2f997387a1b79a75e7803aa7ded2cfbe2823852ccf1ba3bcf613b62ae3197", size = 1389409, upload-time = "2025-08-10T21:26:50.335Z" }, + { url = "https://files.pythonhosted.org/packages/bf/3b/e04883dace81f24a568bcee6eb3001da4ba05114afa622ec9b6fafdc1f5e/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a31d512c812daea6d8b3be3b2bfcbeb091dbb09177706569bcfc6240dcf8b41c", size = 1401763, upload-time = "2025-08-10T21:26:51.867Z" }, + { url = "https://files.pythonhosted.org/packages/9f/80/20ace48e33408947af49d7d15c341eaee69e4e0304aab4b7660e234d6288/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:52a15b0f35dad39862d376df10c5230155243a2c1a436e39eb55623ccbd68185", size = 1453643, upload-time = "2025-08-10T21:26:53.592Z" }, + { url = "https://files.pythonhosted.org/packages/64/31/6ce4380a4cd1f515bdda976a1e90e547ccd47b67a1546d63884463c92ca9/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a30fd6fdef1430fd9e1ba7b3398b5ee4e2887783917a687d86ba69985fb08748", size = 2330818, upload-time = "2025-08-10T21:26:55.051Z" }, + { url = "https://files.pythonhosted.org/packages/fa/e9/3f3fcba3bcc7432c795b82646306e822f3fd74df0ee81f0fa067a1f95668/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:cc9617b46837c6468197b5945e196ee9ca43057bb7d9d1ae688101e4e1dddf64", size = 2419963, upload-time = "2025-08-10T21:26:56.421Z" }, + { url = "https://files.pythonhosted.org/packages/99/43/7320c50e4133575c66e9f7dadead35ab22d7c012a3b09bb35647792b2a6d/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:0ab74e19f6a2b027ea4f845a78827969af45ce790e6cb3e1ebab71bdf9f215ff", size = 2594639, upload-time = "2025-08-10T21:26:57.882Z" }, + { url = "https://files.pythonhosted.org/packages/65/d6/17ae4a270d4a987ef8a385b906d2bdfc9fce502d6dc0d3aea865b47f548c/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dba5ee5d3981160c28d5490f0d1b7ed730c22470ff7f6cc26cfcfaacb9896a07", size = 2391741, upload-time = "2025-08-10T21:26:59.237Z" }, + { url = "https://files.pythonhosted.org/packages/2a/8f/8f6f491d595a9e5912971f3f863d81baddccc8a4d0c3749d6a0dd9ffc9df/kiwisolver-1.4.9-cp313-cp313t-win_arm64.whl", hash = "sha256:0749fd8f4218ad2e851e11cc4dc05c7cbc0cbc4267bdfdb31782e65aace4ee9c", size = 68646, upload-time = "2025-08-10T21:27:00.52Z" }, + { url = "https://files.pythonhosted.org/packages/6b/32/6cc0fbc9c54d06c2969faa9c1d29f5751a2e51809dd55c69055e62d9b426/kiwisolver-1.4.9-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:9928fe1eb816d11ae170885a74d074f57af3a0d65777ca47e9aeb854a1fba386", size = 123806, upload-time = "2025-08-10T21:27:01.537Z" }, + { url = "https://files.pythonhosted.org/packages/b2/dd/2bfb1d4a4823d92e8cbb420fe024b8d2167f72079b3bb941207c42570bdf/kiwisolver-1.4.9-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d0005b053977e7b43388ddec89fa567f43d4f6d5c2c0affe57de5ebf290dc552", size = 66605, upload-time = "2025-08-10T21:27:03.335Z" }, + { url = "https://files.pythonhosted.org/packages/f7/69/00aafdb4e4509c2ca6064646cba9cd4b37933898f426756adb2cb92ebbed/kiwisolver-1.4.9-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:2635d352d67458b66fd0667c14cb1d4145e9560d503219034a18a87e971ce4f3", size = 64925, upload-time = "2025-08-10T21:27:04.339Z" }, + { url = "https://files.pythonhosted.org/packages/43/dc/51acc6791aa14e5cb6d8a2e28cefb0dc2886d8862795449d021334c0df20/kiwisolver-1.4.9-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:767c23ad1c58c9e827b649a9ab7809fd5fd9db266a9cf02b0e926ddc2c680d58", size = 1472414, upload-time = "2025-08-10T21:27:05.437Z" }, + { url = "https://files.pythonhosted.org/packages/3d/bb/93fa64a81db304ac8a246f834d5094fae4b13baf53c839d6bb6e81177129/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72d0eb9fba308b8311685c2268cf7d0a0639a6cd027d8128659f72bdd8a024b4", size = 1281272, upload-time = "2025-08-10T21:27:07.063Z" }, + { url = "https://files.pythonhosted.org/packages/70/e6/6df102916960fb8d05069d4bd92d6d9a8202d5a3e2444494e7cd50f65b7a/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f68e4f3eeca8fb22cc3d731f9715a13b652795ef657a13df1ad0c7dc0e9731df", size = 1298578, upload-time = "2025-08-10T21:27:08.452Z" }, + { url = "https://files.pythonhosted.org/packages/7c/47/e142aaa612f5343736b087864dbaebc53ea8831453fb47e7521fa8658f30/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d84cd4061ae292d8ac367b2c3fa3aad11cb8625a95d135fe93f286f914f3f5a6", size = 1345607, upload-time = "2025-08-10T21:27:10.125Z" }, + { url = "https://files.pythonhosted.org/packages/54/89/d641a746194a0f4d1a3670fb900d0dbaa786fb98341056814bc3f058fa52/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a60ea74330b91bd22a29638940d115df9dc00af5035a9a2a6ad9399ffb4ceca5", size = 2230150, upload-time = "2025-08-10T21:27:11.484Z" }, + { url = "https://files.pythonhosted.org/packages/aa/6b/5ee1207198febdf16ac11f78c5ae40861b809cbe0e6d2a8d5b0b3044b199/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:ce6a3a4e106cf35c2d9c4fa17c05ce0b180db622736845d4315519397a77beaf", size = 2325979, upload-time = "2025-08-10T21:27:12.917Z" }, + { url = "https://files.pythonhosted.org/packages/fc/ff/b269eefd90f4ae14dcc74973d5a0f6d28d3b9bb1afd8c0340513afe6b39a/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:77937e5e2a38a7b48eef0585114fe7930346993a88060d0bf886086d2aa49ef5", size = 2491456, upload-time = "2025-08-10T21:27:14.353Z" }, + { url = "https://files.pythonhosted.org/packages/fc/d4/10303190bd4d30de547534601e259a4fbf014eed94aae3e5521129215086/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:24c175051354f4a28c5d6a31c93906dc653e2bf234e8a4bbfb964892078898ce", size = 2294621, upload-time = "2025-08-10T21:27:15.808Z" }, + { url = "https://files.pythonhosted.org/packages/28/e0/a9a90416fce5c0be25742729c2ea52105d62eda6c4be4d803c2a7be1fa50/kiwisolver-1.4.9-cp314-cp314-win_amd64.whl", hash = "sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7", size = 75417, upload-time = "2025-08-10T21:27:17.436Z" }, + { url = "https://files.pythonhosted.org/packages/1f/10/6949958215b7a9a264299a7db195564e87900f709db9245e4ebdd3c70779/kiwisolver-1.4.9-cp314-cp314-win_arm64.whl", hash = "sha256:0e4e2bf29574a6a7b7f6cb5fa69293b9f96c928949ac4a53ba3f525dffb87f9c", size = 66582, upload-time = "2025-08-10T21:27:18.436Z" }, + { url = "https://files.pythonhosted.org/packages/ec/79/60e53067903d3bc5469b369fe0dfc6b3482e2133e85dae9daa9527535991/kiwisolver-1.4.9-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:d976bbb382b202f71c67f77b0ac11244021cfa3f7dfd9e562eefcea2df711548", size = 126514, upload-time = "2025-08-10T21:27:19.465Z" }, + { url = "https://files.pythonhosted.org/packages/25/d1/4843d3e8d46b072c12a38c97c57fab4608d36e13fe47d47ee96b4d61ba6f/kiwisolver-1.4.9-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2489e4e5d7ef9a1c300a5e0196e43d9c739f066ef23270607d45aba368b91f2d", size = 67905, upload-time = "2025-08-10T21:27:20.51Z" }, + { url = "https://files.pythonhosted.org/packages/8c/ae/29ffcbd239aea8b93108de1278271ae764dfc0d803a5693914975f200596/kiwisolver-1.4.9-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:e2ea9f7ab7fbf18fffb1b5434ce7c69a07582f7acc7717720f1d69f3e806f90c", size = 66399, upload-time = "2025-08-10T21:27:21.496Z" }, + { url = "https://files.pythonhosted.org/packages/a1/ae/d7ba902aa604152c2ceba5d352d7b62106bedbccc8e95c3934d94472bfa3/kiwisolver-1.4.9-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b34e51affded8faee0dfdb705416153819d8ea9250bbbf7ea1b249bdeb5f1122", size = 1582197, upload-time = "2025-08-10T21:27:22.604Z" }, + { url = "https://files.pythonhosted.org/packages/f2/41/27c70d427eddb8bc7e4f16420a20fefc6f480312122a59a959fdfe0445ad/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d8aacd3d4b33b772542b2e01beb50187536967b514b00003bdda7589722d2a64", size = 1390125, upload-time = "2025-08-10T21:27:24.036Z" }, + { url = "https://files.pythonhosted.org/packages/41/42/b3799a12bafc76d962ad69083f8b43b12bf4fe78b097b12e105d75c9b8f1/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7cf974dd4e35fa315563ac99d6287a1024e4dc2077b8a7d7cd3d2fb65d283134", size = 1402612, upload-time = "2025-08-10T21:27:25.773Z" }, + { url = "https://files.pythonhosted.org/packages/d2/b5/a210ea073ea1cfaca1bb5c55a62307d8252f531beb364e18aa1e0888b5a0/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:85bd218b5ecfbee8c8a82e121802dcb519a86044c9c3b2e4aef02fa05c6da370", size = 1453990, upload-time = "2025-08-10T21:27:27.089Z" }, + { url = "https://files.pythonhosted.org/packages/5f/ce/a829eb8c033e977d7ea03ed32fb3c1781b4fa0433fbadfff29e39c676f32/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:0856e241c2d3df4efef7c04a1e46b1936b6120c9bcf36dd216e3acd84bc4fb21", size = 2331601, upload-time = "2025-08-10T21:27:29.343Z" }, + { url = "https://files.pythonhosted.org/packages/e0/4b/b5e97eb142eb9cd0072dacfcdcd31b1c66dc7352b0f7c7255d339c0edf00/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9af39d6551f97d31a4deebeac6f45b156f9755ddc59c07b402c148f5dbb6482a", size = 2422041, upload-time = "2025-08-10T21:27:30.754Z" }, + { url = "https://files.pythonhosted.org/packages/40/be/8eb4cd53e1b85ba4edc3a9321666f12b83113a178845593307a3e7891f44/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:bb4ae2b57fc1d8cbd1cf7b1d9913803681ffa903e7488012be5b76dedf49297f", size = 2594897, upload-time = "2025-08-10T21:27:32.803Z" }, + { url = "https://files.pythonhosted.org/packages/99/dd/841e9a66c4715477ea0abc78da039832fbb09dac5c35c58dc4c41a407b8a/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:aedff62918805fb62d43a4aa2ecd4482c380dc76cd31bd7c8878588a61bd0369", size = 2391835, upload-time = "2025-08-10T21:27:34.23Z" }, + { url = "https://files.pythonhosted.org/packages/0c/28/4b2e5c47a0da96896fdfdb006340ade064afa1e63675d01ea5ac222b6d52/kiwisolver-1.4.9-cp314-cp314t-win_amd64.whl", hash = "sha256:1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891", size = 79988, upload-time = "2025-08-10T21:27:35.587Z" }, + { url = "https://files.pythonhosted.org/packages/80/be/3578e8afd18c88cdf9cb4cffde75a96d2be38c5a903f1ed0ceec061bd09e/kiwisolver-1.4.9-cp314-cp314t-win_arm64.whl", hash = "sha256:4a48a2ce79d65d363597ef7b567ce3d14d68783d2b2263d98db3d9477805ba32", size = 70260, upload-time = "2025-08-10T21:27:36.606Z" }, +] + +[[package]] +name = "matplotlib" +version = "3.10.7" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "contourpy" }, + { name = "cycler" }, + { name = "fonttools" }, + { name = "kiwisolver" }, + { name = "numpy" }, + { name = "packaging" }, + { name = "pillow" }, + { name = "pyparsing" }, + { name = "python-dateutil" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/ae/e2/d2d5295be2f44c678ebaf3544ba32d20c1f9ef08c49fe47f496180e1db15/matplotlib-3.10.7.tar.gz", hash = "sha256:a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7", size = 34804865, upload-time = "2025-10-09T00:28:00.669Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/be/b3/09eb0f7796932826ec20c25b517d568627754f6c6462fca19e12c02f2e12/matplotlib-3.10.7-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7a0edb7209e21840e8361e91ea84ea676658aa93edd5f8762793dec77a4a6748", size = 8272389, upload-time = "2025-10-09T00:26:42.474Z" }, + { url = "https://files.pythonhosted.org/packages/11/0b/1ae80ddafb8652fd8046cb5c8460ecc8d4afccb89e2c6d6bec61e04e1eaf/matplotlib-3.10.7-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c380371d3c23e0eadf8ebff114445b9f970aff2010198d498d4ab4c3b41eea4f", size = 8128247, upload-time = "2025-10-09T00:26:44.77Z" }, + { url = "https://files.pythonhosted.org/packages/7d/18/95ae2e242d4a5c98bd6e90e36e128d71cf1c7e39b0874feaed3ef782e789/matplotlib-3.10.7-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d5f256d49fea31f40f166a5e3131235a5d2f4b7f44520b1cf0baf1ce568ccff0", size = 8696996, upload-time = "2025-10-09T00:26:46.792Z" }, + { url = "https://files.pythonhosted.org/packages/7e/3d/5b559efc800bd05cb2033aa85f7e13af51958136a48327f7c261801ff90a/matplotlib-3.10.7-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:11ae579ac83cdf3fb72573bb89f70e0534de05266728740d478f0f818983c695", size = 9530153, upload-time = "2025-10-09T00:26:49.07Z" }, + { url = "https://files.pythonhosted.org/packages/88/57/eab4a719fd110312d3c220595d63a3c85ec2a39723f0f4e7fa7e6e3f74ba/matplotlib-3.10.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4c14b6acd16cddc3569a2d515cfdd81c7a68ac5639b76548cfc1a9e48b20eb65", size = 9593093, upload-time = "2025-10-09T00:26:51.067Z" }, + { url = "https://files.pythonhosted.org/packages/31/3c/80816f027b3a4a28cd2a0a6ef7f89a2db22310e945cd886ec25bfb399221/matplotlib-3.10.7-cp312-cp312-win_amd64.whl", hash = "sha256:0d8c32b7ea6fb80b1aeff5a2ceb3fb9778e2759e899d9beff75584714afcc5ee", size = 8122771, upload-time = "2025-10-09T00:26:53.296Z" }, + { url = "https://files.pythonhosted.org/packages/de/77/ef1fc78bfe99999b2675435cc52120887191c566b25017d78beaabef7f2d/matplotlib-3.10.7-cp312-cp312-win_arm64.whl", hash = "sha256:5f3f6d315dcc176ba7ca6e74c7768fb7e4cf566c49cb143f6bc257b62e634ed8", size = 7992812, upload-time = "2025-10-09T00:26:54.882Z" }, + { url = "https://files.pythonhosted.org/packages/02/9c/207547916a02c78f6bdd83448d9b21afbc42f6379ed887ecf610984f3b4e/matplotlib-3.10.7-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1d9d3713a237970569156cfb4de7533b7c4eacdd61789726f444f96a0d28f57f", size = 8273212, upload-time = "2025-10-09T00:26:56.752Z" }, + { url = "https://files.pythonhosted.org/packages/bc/d0/b3d3338d467d3fc937f0bb7f256711395cae6f78e22cef0656159950adf0/matplotlib-3.10.7-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:37a1fea41153dd6ee061d21ab69c9cf2cf543160b1b85d89cd3d2e2a7902ca4c", size = 8128713, upload-time = "2025-10-09T00:26:59.001Z" }, + { url = "https://files.pythonhosted.org/packages/22/ff/6425bf5c20d79aa5b959d1ce9e65f599632345391381c9a104133fe0b171/matplotlib-3.10.7-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b3c4ea4948d93c9c29dc01c0c23eef66f2101bf75158c291b88de6525c55c3d1", size = 8698527, upload-time = "2025-10-09T00:27:00.69Z" }, + { url = "https://files.pythonhosted.org/packages/d0/7f/ccdca06f4c2e6c7989270ed7829b8679466682f4cfc0f8c9986241c023b6/matplotlib-3.10.7-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22df30ffaa89f6643206cf13877191c63a50e8f800b038bc39bee9d2d4957632", size = 9529690, upload-time = "2025-10-09T00:27:02.664Z" }, + { url = "https://files.pythonhosted.org/packages/b8/95/b80fc2c1f269f21ff3d193ca697358e24408c33ce2b106a7438a45407b63/matplotlib-3.10.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b69676845a0a66f9da30e87f48be36734d6748024b525ec4710be40194282c84", size = 9593732, upload-time = "2025-10-09T00:27:04.653Z" }, + { url = "https://files.pythonhosted.org/packages/e1/b6/23064a96308b9aeceeffa65e96bcde459a2ea4934d311dee20afde7407a0/matplotlib-3.10.7-cp313-cp313-win_amd64.whl", hash = "sha256:744991e0cc863dd669c8dc9136ca4e6e0082be2070b9d793cbd64bec872a6815", size = 8122727, upload-time = "2025-10-09T00:27:06.814Z" }, + { url = "https://files.pythonhosted.org/packages/b3/a6/2faaf48133b82cf3607759027f82b5c702aa99cdfcefb7f93d6ccf26a424/matplotlib-3.10.7-cp313-cp313-win_arm64.whl", hash = "sha256:fba2974df0bf8ce3c995fa84b79cde38326e0f7b5409e7a3a481c1141340bcf7", size = 7992958, upload-time = "2025-10-09T00:27:08.567Z" }, + { url = "https://files.pythonhosted.org/packages/4a/f0/b018fed0b599bd48d84c08794cb242227fe3341952da102ee9d9682db574/matplotlib-3.10.7-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:932c55d1fa7af4423422cb6a492a31cbcbdbe68fd1a9a3f545aa5e7a143b5355", size = 8316849, upload-time = "2025-10-09T00:27:10.254Z" }, + { url = "https://files.pythonhosted.org/packages/b0/b7/bb4f23856197659f275e11a2a164e36e65e9b48ea3e93c4ec25b4f163198/matplotlib-3.10.7-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5e38c2d581d62ee729a6e144c47a71b3f42fb4187508dbbf4fe71d5612c3433b", size = 8178225, upload-time = "2025-10-09T00:27:12.241Z" }, + { url = "https://files.pythonhosted.org/packages/62/56/0600609893ff277e6f3ab3c0cef4eafa6e61006c058e84286c467223d4d5/matplotlib-3.10.7-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:786656bb13c237bbcebcd402f65f44dd61ead60ee3deb045af429d889c8dbc67", size = 8711708, upload-time = "2025-10-09T00:27:13.879Z" }, + { url = "https://files.pythonhosted.org/packages/d8/1a/6bfecb0cafe94d6658f2f1af22c43b76cf7a1c2f0dc34ef84cbb6809617e/matplotlib-3.10.7-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:09d7945a70ea43bf9248f4b6582734c2fe726723204a76eca233f24cffc7ef67", size = 9541409, upload-time = "2025-10-09T00:27:15.684Z" }, + { url = "https://files.pythonhosted.org/packages/08/50/95122a407d7f2e446fd865e2388a232a23f2b81934960ea802f3171518e4/matplotlib-3.10.7-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:d0b181e9fa8daf1d9f2d4c547527b167cb8838fc587deabca7b5c01f97199e84", size = 9594054, upload-time = "2025-10-09T00:27:17.547Z" }, + { url = "https://files.pythonhosted.org/packages/13/76/75b194a43b81583478a81e78a07da8d9ca6ddf50dd0a2ccabf258059481d/matplotlib-3.10.7-cp313-cp313t-win_amd64.whl", hash = "sha256:31963603041634ce1a96053047b40961f7a29eb8f9a62e80cc2c0427aa1d22a2", size = 8200100, upload-time = "2025-10-09T00:27:20.039Z" }, + { url = "https://files.pythonhosted.org/packages/f5/9e/6aefebdc9f8235c12bdeeda44cc0383d89c1e41da2c400caf3ee2073a3ce/matplotlib-3.10.7-cp313-cp313t-win_arm64.whl", hash = "sha256:aebed7b50aa6ac698c90f60f854b47e48cd2252b30510e7a1feddaf5a3f72cbf", size = 8042131, upload-time = "2025-10-09T00:27:21.608Z" }, + { url = "https://files.pythonhosted.org/packages/0d/4b/e5bc2c321b6a7e3a75638d937d19ea267c34bd5a90e12bee76c4d7c7a0d9/matplotlib-3.10.7-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d883460c43e8c6b173fef244a2341f7f7c0e9725c7fe68306e8e44ed9c8fb100", size = 8273787, upload-time = "2025-10-09T00:27:23.27Z" }, + { url = "https://files.pythonhosted.org/packages/86/ad/6efae459c56c2fbc404da154e13e3a6039129f3c942b0152624f1c621f05/matplotlib-3.10.7-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:07124afcf7a6504eafcb8ce94091c5898bbdd351519a1beb5c45f7a38c67e77f", size = 8131348, upload-time = "2025-10-09T00:27:24.926Z" }, + { url = "https://files.pythonhosted.org/packages/a6/5a/a4284d2958dee4116359cc05d7e19c057e64ece1b4ac986ab0f2f4d52d5a/matplotlib-3.10.7-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c17398b709a6cce3d9fdb1595c33e356d91c098cd9486cb2cc21ea2ea418e715", size = 9533949, upload-time = "2025-10-09T00:27:26.704Z" }, + { url = "https://files.pythonhosted.org/packages/de/ff/f3781b5057fa3786623ad8976fc9f7b0d02b2f28534751fd5a44240de4cf/matplotlib-3.10.7-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7146d64f561498764561e9cd0ed64fcf582e570fc519e6f521e2d0cfd43365e1", size = 9804247, upload-time = "2025-10-09T00:27:28.514Z" }, + { url = "https://files.pythonhosted.org/packages/47/5a/993a59facb8444efb0e197bf55f545ee449902dcee86a4dfc580c3b61314/matplotlib-3.10.7-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:90ad854c0a435da3104c01e2c6f0028d7e719b690998a2333d7218db80950722", size = 9595497, upload-time = "2025-10-09T00:27:30.418Z" }, + { url = "https://files.pythonhosted.org/packages/0d/a5/77c95aaa9bb32c345cbb49626ad8eb15550cba2e6d4c88081a6c2ac7b08d/matplotlib-3.10.7-cp314-cp314-win_amd64.whl", hash = "sha256:4645fc5d9d20ffa3a39361fcdbcec731382763b623b72627806bf251b6388866", size = 8252732, upload-time = "2025-10-09T00:27:32.332Z" }, + { url = "https://files.pythonhosted.org/packages/74/04/45d269b4268d222390d7817dae77b159651909669a34ee9fdee336db5883/matplotlib-3.10.7-cp314-cp314-win_arm64.whl", hash = "sha256:9257be2f2a03415f9105c486d304a321168e61ad450f6153d77c69504ad764bb", size = 8124240, upload-time = "2025-10-09T00:27:33.94Z" }, + { url = "https://files.pythonhosted.org/packages/4b/c7/ca01c607bb827158b439208c153d6f14ddb9fb640768f06f7ca3488ae67b/matplotlib-3.10.7-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:1e4bbad66c177a8fdfa53972e5ef8be72a5f27e6a607cec0d8579abd0f3102b1", size = 8316938, upload-time = "2025-10-09T00:27:35.534Z" }, + { url = "https://files.pythonhosted.org/packages/84/d2/5539e66e9f56d2fdec94bb8436f5e449683b4e199bcc897c44fbe3c99e28/matplotlib-3.10.7-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:d8eb7194b084b12feb19142262165832fc6ee879b945491d1c3d4660748020c4", size = 8178245, upload-time = "2025-10-09T00:27:37.334Z" }, + { url = "https://files.pythonhosted.org/packages/77/b5/e6ca22901fd3e4fe433a82e583436dd872f6c966fca7e63cf806b40356f8/matplotlib-3.10.7-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4d41379b05528091f00e1728004f9a8d7191260f3862178b88e8fd770206318", size = 9541411, upload-time = "2025-10-09T00:27:39.387Z" }, + { url = "https://files.pythonhosted.org/packages/9e/99/a4524db57cad8fee54b7237239a8f8360bfcfa3170d37c9e71c090c0f409/matplotlib-3.10.7-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4a74f79fafb2e177f240579bc83f0b60f82cc47d2f1d260f422a0627207008ca", size = 9803664, upload-time = "2025-10-09T00:27:41.492Z" }, + { url = "https://files.pythonhosted.org/packages/e6/a5/85e2edf76ea0ad4288d174926d9454ea85f3ce5390cc4e6fab196cbf250b/matplotlib-3.10.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:702590829c30aada1e8cef0568ddbffa77ca747b4d6e36c6d173f66e301f89cc", size = 9594066, upload-time = "2025-10-09T00:27:43.694Z" }, + { url = "https://files.pythonhosted.org/packages/39/69/9684368a314f6d83fe5c5ad2a4121a3a8e03723d2e5c8ea17b66c1bad0e7/matplotlib-3.10.7-cp314-cp314t-win_amd64.whl", hash = "sha256:f79d5de970fc90cd5591f60053aecfce1fcd736e0303d9f0bf86be649fa68fb8", size = 8342832, upload-time = "2025-10-09T00:27:45.543Z" }, + { url = "https://files.pythonhosted.org/packages/04/5f/e22e08da14bc1a0894184640d47819d2338b792732e20d292bf86e5ab785/matplotlib-3.10.7-cp314-cp314t-win_arm64.whl", hash = "sha256:cb783436e47fcf82064baca52ce748af71725d0352e1d31564cbe9c95df92b9c", size = 8172585, upload-time = "2025-10-09T00:27:47.185Z" }, +] + +[[package]] +name = "momentchi2" +version = "0.1.8" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, + { name = "scipy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/92/e7/def9d879d424bc934e9e43b3455e28cd2ac76ace81cdc94be803ea78d29f/momentchi2-0.1.8.tar.gz", hash = "sha256:95d4becfd181d447c0281292c5827d74a09b04c38bd312da48a8a08932e8de1f", size = 11748, upload-time = "2021-08-27T18:56:23.571Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f2/96/2f709aa4d4ddcfe5ae699fb4319d8613ca4e90c928c7911c366b8506777e/momentchi2-0.1.8-py3-none-any.whl", hash = "sha256:39523a545882c5eaee205496a007954f4db4dedb4e5009206c92c0a865ad3c4d", size = 11315, upload-time = "2021-08-27T18:56:21.31Z" }, +] + +[[package]] +name = "networkx" +version = "3.5" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/6c/4f/ccdb8ad3a38e583f214547fd2f7ff1fc160c43a75af88e6aec213404b96a/networkx-3.5.tar.gz", hash = "sha256:d4c6f9cf81f52d69230866796b82afbccdec3db7ae4fbd1b65ea750feed50037", size = 2471065, upload-time = "2025-05-29T11:35:07.804Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/eb/8d/776adee7bbf76365fdd7f2552710282c79a4ead5d2a46408c9043a2b70ba/networkx-3.5-py3-none-any.whl", hash = "sha256:0030d386a9a06dee3565298b4a734b68589749a544acbb6c412dc9e2489ec6ec", size = 2034406, upload-time = "2025-05-29T11:35:04.961Z" }, +] + +[[package]] +name = "numpy" +version = "2.3.4" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b5/f4/098d2270d52b41f1bd7db9fc288aaa0400cb48c2a3e2af6fa365d9720947/numpy-2.3.4.tar.gz", hash = "sha256:a7d018bfedb375a8d979ac758b120ba846a7fe764911a64465fd87b8729f4a6a", size = 20582187, upload-time = "2025-10-15T16:18:11.77Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/96/7a/02420400b736f84317e759291b8edaeee9dc921f72b045475a9cbdb26b17/numpy-2.3.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:ef1b5a3e808bc40827b5fa2c8196151a4c5abe110e1726949d7abddfe5c7ae11", size = 20957727, upload-time = "2025-10-15T16:15:44.9Z" }, + { url = "https://files.pythonhosted.org/packages/18/90/a014805d627aa5750f6f0e878172afb6454552da929144b3c07fcae1bb13/numpy-2.3.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c2f91f496a87235c6aaf6d3f3d89b17dba64996abadccb289f48456cff931ca9", size = 14187262, upload-time = "2025-10-15T16:15:47.761Z" }, + { url = "https://files.pythonhosted.org/packages/c7/e4/0a94b09abe89e500dc748e7515f21a13e30c5c3fe3396e6d4ac108c25fca/numpy-2.3.4-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:f77e5b3d3da652b474cc80a14084927a5e86a5eccf54ca8ca5cbd697bf7f2667", size = 5115992, upload-time = "2025-10-15T16:15:50.144Z" }, + { url = "https://files.pythonhosted.org/packages/88/dd/db77c75b055c6157cbd4f9c92c4458daef0dd9cbe6d8d2fe7f803cb64c37/numpy-2.3.4-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:8ab1c5f5ee40d6e01cbe96de5863e39b215a4d24e7d007cad56c7184fdf4aeef", size = 6648672, upload-time = "2025-10-15T16:15:52.442Z" }, + { url = "https://files.pythonhosted.org/packages/e1/e6/e31b0d713719610e406c0ea3ae0d90760465b086da8783e2fd835ad59027/numpy-2.3.4-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:77b84453f3adcb994ddbd0d1c5d11db2d6bda1a2b7fd5ac5bd4649d6f5dc682e", size = 14284156, upload-time = "2025-10-15T16:15:54.351Z" }, + { url = "https://files.pythonhosted.org/packages/f9/58/30a85127bfee6f108282107caf8e06a1f0cc997cb6b52cdee699276fcce4/numpy-2.3.4-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4121c5beb58a7f9e6dfdee612cb24f4df5cd4db6e8261d7f4d7450a997a65d6a", size = 16641271, upload-time = "2025-10-15T16:15:56.67Z" }, + { url = "https://files.pythonhosted.org/packages/06/f2/2e06a0f2adf23e3ae29283ad96959267938d0efd20a2e25353b70065bfec/numpy-2.3.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:65611ecbb00ac9846efe04db15cbe6186f562f6bb7e5e05f077e53a599225d16", size = 16059531, upload-time = "2025-10-15T16:15:59.412Z" }, + { url = "https://files.pythonhosted.org/packages/b0/e7/b106253c7c0d5dc352b9c8fab91afd76a93950998167fa3e5afe4ef3a18f/numpy-2.3.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:dabc42f9c6577bcc13001b8810d300fe814b4cfbe8a92c873f269484594f9786", size = 18578983, upload-time = "2025-10-15T16:16:01.804Z" }, + { url = "https://files.pythonhosted.org/packages/73/e3/04ecc41e71462276ee867ccbef26a4448638eadecf1bc56772c9ed6d0255/numpy-2.3.4-cp312-cp312-win32.whl", hash = "sha256:a49d797192a8d950ca59ee2d0337a4d804f713bb5c3c50e8db26d49666e351dc", size = 6291380, upload-time = "2025-10-15T16:16:03.938Z" }, + { url = "https://files.pythonhosted.org/packages/3d/a8/566578b10d8d0e9955b1b6cd5db4e9d4592dd0026a941ff7994cedda030a/numpy-2.3.4-cp312-cp312-win_amd64.whl", hash = "sha256:985f1e46358f06c2a09921e8921e2c98168ed4ae12ccd6e5e87a4f1857923f32", size = 12787999, upload-time = "2025-10-15T16:16:05.801Z" }, + { url = "https://files.pythonhosted.org/packages/58/22/9c903a957d0a8071b607f5b1bff0761d6e608b9a965945411f867d515db1/numpy-2.3.4-cp312-cp312-win_arm64.whl", hash = "sha256:4635239814149e06e2cb9db3dd584b2fa64316c96f10656983b8026a82e6e4db", size = 10197412, upload-time = "2025-10-15T16:16:07.854Z" }, + { url = "https://files.pythonhosted.org/packages/57/7e/b72610cc91edf138bc588df5150957a4937221ca6058b825b4725c27be62/numpy-2.3.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c090d4860032b857d94144d1a9976b8e36709e40386db289aaf6672de2a81966", size = 20950335, upload-time = "2025-10-15T16:16:10.304Z" }, + { url = "https://files.pythonhosted.org/packages/3e/46/bdd3370dcea2f95ef14af79dbf81e6927102ddf1cc54adc0024d61252fd9/numpy-2.3.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a13fc473b6db0be619e45f11f9e81260f7302f8d180c49a22b6e6120022596b3", size = 14179878, upload-time = "2025-10-15T16:16:12.595Z" }, + { url = "https://files.pythonhosted.org/packages/ac/01/5a67cb785bda60f45415d09c2bc245433f1c68dd82eef9c9002c508b5a65/numpy-2.3.4-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:3634093d0b428e6c32c3a69b78e554f0cd20ee420dcad5a9f3b2a63762ce4197", size = 5108673, upload-time = "2025-10-15T16:16:14.877Z" }, + { url = "https://files.pythonhosted.org/packages/c2/cd/8428e23a9fcebd33988f4cb61208fda832800ca03781f471f3727a820704/numpy-2.3.4-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:043885b4f7e6e232d7df4f51ffdef8c36320ee9d5f227b380ea636722c7ed12e", size = 6641438, upload-time = "2025-10-15T16:16:16.805Z" }, + { url = "https://files.pythonhosted.org/packages/3e/d1/913fe563820f3c6b079f992458f7331278dcd7ba8427e8e745af37ddb44f/numpy-2.3.4-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4ee6a571d1e4f0ea6d5f22d6e5fbd6ed1dc2b18542848e1e7301bd190500c9d7", size = 14281290, upload-time = "2025-10-15T16:16:18.764Z" }, + { url = "https://files.pythonhosted.org/packages/9e/7e/7d306ff7cb143e6d975cfa7eb98a93e73495c4deabb7d1b5ecf09ea0fd69/numpy-2.3.4-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fc8a63918b04b8571789688b2780ab2b4a33ab44bfe8ccea36d3eba51228c953", size = 16636543, upload-time = "2025-10-15T16:16:21.072Z" }, + { url = "https://files.pythonhosted.org/packages/47/6a/8cfc486237e56ccfb0db234945552a557ca266f022d281a2f577b98e955c/numpy-2.3.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:40cc556d5abbc54aabe2b1ae287042d7bdb80c08edede19f0c0afb36ae586f37", size = 16056117, upload-time = "2025-10-15T16:16:23.369Z" }, + { url = "https://files.pythonhosted.org/packages/b1/0e/42cb5e69ea901e06ce24bfcc4b5664a56f950a70efdcf221f30d9615f3f3/numpy-2.3.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ecb63014bb7f4ce653f8be7f1df8cbc6093a5a2811211770f6606cc92b5a78fd", size = 18577788, upload-time = "2025-10-15T16:16:27.496Z" }, + { url = "https://files.pythonhosted.org/packages/86/92/41c3d5157d3177559ef0a35da50f0cda7fa071f4ba2306dd36818591a5bc/numpy-2.3.4-cp313-cp313-win32.whl", hash = "sha256:e8370eb6925bb8c1c4264fec52b0384b44f675f191df91cbe0140ec9f0955646", size = 6282620, upload-time = "2025-10-15T16:16:29.811Z" }, + { url = "https://files.pythonhosted.org/packages/09/97/fd421e8bc50766665ad35536c2bb4ef916533ba1fdd053a62d96cc7c8b95/numpy-2.3.4-cp313-cp313-win_amd64.whl", hash = "sha256:56209416e81a7893036eea03abcb91c130643eb14233b2515c90dcac963fe99d", size = 12784672, upload-time = "2025-10-15T16:16:31.589Z" }, + { url = "https://files.pythonhosted.org/packages/ad/df/5474fb2f74970ca8eb978093969b125a84cc3d30e47f82191f981f13a8a0/numpy-2.3.4-cp313-cp313-win_arm64.whl", hash = "sha256:a700a4031bc0fd6936e78a752eefb79092cecad2599ea9c8039c548bc097f9bc", size = 10196702, upload-time = "2025-10-15T16:16:33.902Z" }, + { url = "https://files.pythonhosted.org/packages/11/83/66ac031464ec1767ea3ed48ce40f615eb441072945e98693bec0bcd056cc/numpy-2.3.4-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:86966db35c4040fdca64f0816a1c1dd8dbd027d90fca5a57e00e1ca4cd41b879", size = 21049003, upload-time = "2025-10-15T16:16:36.101Z" }, + { url = "https://files.pythonhosted.org/packages/5f/99/5b14e0e686e61371659a1d5bebd04596b1d72227ce36eed121bb0aeab798/numpy-2.3.4-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:838f045478638b26c375ee96ea89464d38428c69170360b23a1a50fa4baa3562", size = 14302980, upload-time = "2025-10-15T16:16:39.124Z" }, + { url = "https://files.pythonhosted.org/packages/2c/44/e9486649cd087d9fc6920e3fc3ac2aba10838d10804b1e179fb7cbc4e634/numpy-2.3.4-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:d7315ed1dab0286adca467377c8381cd748f3dc92235f22a7dfc42745644a96a", size = 5231472, upload-time = "2025-10-15T16:16:41.168Z" }, + { url = "https://files.pythonhosted.org/packages/3e/51/902b24fa8887e5fe2063fd61b1895a476d0bbf46811ab0c7fdf4bd127345/numpy-2.3.4-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:84f01a4d18b2cc4ade1814a08e5f3c907b079c847051d720fad15ce37aa930b6", size = 6739342, upload-time = "2025-10-15T16:16:43.777Z" }, + { url = "https://files.pythonhosted.org/packages/34/f1/4de9586d05b1962acdcdb1dc4af6646361a643f8c864cef7c852bf509740/numpy-2.3.4-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:817e719a868f0dacde4abdfc5c1910b301877970195db9ab6a5e2c4bd5b121f7", size = 14354338, upload-time = "2025-10-15T16:16:46.081Z" }, + { url = "https://files.pythonhosted.org/packages/1f/06/1c16103b425de7969d5a76bdf5ada0804b476fed05d5f9e17b777f1cbefd/numpy-2.3.4-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:85e071da78d92a214212cacea81c6da557cab307f2c34b5f85b628e94803f9c0", size = 16702392, upload-time = "2025-10-15T16:16:48.455Z" }, + { url = "https://files.pythonhosted.org/packages/34/b2/65f4dc1b89b5322093572b6e55161bb42e3e0487067af73627f795cc9d47/numpy-2.3.4-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:2ec646892819370cf3558f518797f16597b4e4669894a2ba712caccc9da53f1f", size = 16134998, upload-time = "2025-10-15T16:16:51.114Z" }, + { url = "https://files.pythonhosted.org/packages/d4/11/94ec578896cdb973aaf56425d6c7f2aff4186a5c00fac15ff2ec46998b46/numpy-2.3.4-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:035796aaaddfe2f9664b9a9372f089cfc88bd795a67bd1bfe15e6e770934cf64", size = 18651574, upload-time = "2025-10-15T16:16:53.429Z" }, + { url = "https://files.pythonhosted.org/packages/62/b7/7efa763ab33dbccf56dade36938a77345ce8e8192d6b39e470ca25ff3cd0/numpy-2.3.4-cp313-cp313t-win32.whl", hash = "sha256:fea80f4f4cf83b54c3a051f2f727870ee51e22f0248d3114b8e755d160b38cfb", size = 6413135, upload-time = "2025-10-15T16:16:55.992Z" }, + { url = "https://files.pythonhosted.org/packages/43/70/aba4c38e8400abcc2f345e13d972fb36c26409b3e644366db7649015f291/numpy-2.3.4-cp313-cp313t-win_amd64.whl", hash = "sha256:15eea9f306b98e0be91eb344a94c0e630689ef302e10c2ce5f7e11905c704f9c", size = 12928582, upload-time = "2025-10-15T16:16:57.943Z" }, + { url = "https://files.pythonhosted.org/packages/67/63/871fad5f0073fc00fbbdd7232962ea1ac40eeaae2bba66c76214f7954236/numpy-2.3.4-cp313-cp313t-win_arm64.whl", hash = "sha256:b6c231c9c2fadbae4011ca5e7e83e12dc4a5072f1a1d85a0a7b3ed754d145a40", size = 10266691, upload-time = "2025-10-15T16:17:00.048Z" }, + { url = "https://files.pythonhosted.org/packages/72/71/ae6170143c115732470ae3a2d01512870dd16e0953f8a6dc89525696069b/numpy-2.3.4-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:81c3e6d8c97295a7360d367f9f8553973651b76907988bb6066376bc2252f24e", size = 20955580, upload-time = "2025-10-15T16:17:02.509Z" }, + { url = "https://files.pythonhosted.org/packages/af/39/4be9222ffd6ca8a30eda033d5f753276a9c3426c397bb137d8e19dedd200/numpy-2.3.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:7c26b0b2bf58009ed1f38a641f3db4be8d960a417ca96d14e5b06df1506d41ff", size = 14188056, upload-time = "2025-10-15T16:17:04.873Z" }, + { url = "https://files.pythonhosted.org/packages/6c/3d/d85f6700d0a4aa4f9491030e1021c2b2b7421b2b38d01acd16734a2bfdc7/numpy-2.3.4-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:62b2198c438058a20b6704351b35a1d7db881812d8512d67a69c9de1f18ca05f", size = 5116555, upload-time = "2025-10-15T16:17:07.499Z" }, + { url = "https://files.pythonhosted.org/packages/bf/04/82c1467d86f47eee8a19a464c92f90a9bb68ccf14a54c5224d7031241ffb/numpy-2.3.4-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:9d729d60f8d53a7361707f4b68a9663c968882dd4f09e0d58c044c8bf5faee7b", size = 6643581, upload-time = "2025-10-15T16:17:09.774Z" }, + { url = "https://files.pythonhosted.org/packages/0c/d3/c79841741b837e293f48bd7db89d0ac7a4f2503b382b78a790ef1dc778a5/numpy-2.3.4-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bd0c630cf256b0a7fd9d0a11c9413b42fef5101219ce6ed5a09624f5a65392c7", size = 14299186, upload-time = "2025-10-15T16:17:11.937Z" }, + { url = "https://files.pythonhosted.org/packages/e8/7e/4a14a769741fbf237eec5a12a2cbc7a4c4e061852b6533bcb9e9a796c908/numpy-2.3.4-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d5e081bc082825f8b139f9e9fe42942cb4054524598aaeb177ff476cc76d09d2", size = 16638601, upload-time = "2025-10-15T16:17:14.391Z" }, + { url = "https://files.pythonhosted.org/packages/93/87/1c1de269f002ff0a41173fe01dcc925f4ecff59264cd8f96cf3b60d12c9b/numpy-2.3.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:15fb27364ed84114438fff8aaf998c9e19adbeba08c0b75409f8c452a8692c52", size = 16074219, upload-time = "2025-10-15T16:17:17.058Z" }, + { url = "https://files.pythonhosted.org/packages/cd/28/18f72ee77408e40a76d691001ae599e712ca2a47ddd2c4f695b16c65f077/numpy-2.3.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:85d9fb2d8cd998c84d13a79a09cc0c1091648e848e4e6249b0ccd7f6b487fa26", size = 18576702, upload-time = "2025-10-15T16:17:19.379Z" }, + { url = "https://files.pythonhosted.org/packages/c3/76/95650169b465ececa8cf4b2e8f6df255d4bf662775e797ade2025cc51ae6/numpy-2.3.4-cp314-cp314-win32.whl", hash = "sha256:e73d63fd04e3a9d6bc187f5455d81abfad05660b212c8804bf3b407e984cd2bc", size = 6337136, upload-time = "2025-10-15T16:17:22.886Z" }, + { url = "https://files.pythonhosted.org/packages/dc/89/a231a5c43ede5d6f77ba4a91e915a87dea4aeea76560ba4d2bf185c683f0/numpy-2.3.4-cp314-cp314-win_amd64.whl", hash = "sha256:3da3491cee49cf16157e70f607c03a217ea6647b1cea4819c4f48e53d49139b9", size = 12920542, upload-time = "2025-10-15T16:17:24.783Z" }, + { url = "https://files.pythonhosted.org/packages/0d/0c/ae9434a888f717c5ed2ff2393b3f344f0ff6f1c793519fa0c540461dc530/numpy-2.3.4-cp314-cp314-win_arm64.whl", hash = "sha256:6d9cd732068e8288dbe2717177320723ccec4fb064123f0caf9bbd90ab5be868", size = 10480213, upload-time = "2025-10-15T16:17:26.935Z" }, + { url = "https://files.pythonhosted.org/packages/83/4b/c4a5f0841f92536f6b9592694a5b5f68c9ab37b775ff342649eadf9055d3/numpy-2.3.4-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:22758999b256b595cf0b1d102b133bb61866ba5ceecf15f759623b64c020c9ec", size = 21052280, upload-time = "2025-10-15T16:17:29.638Z" }, + { url = "https://files.pythonhosted.org/packages/3e/80/90308845fc93b984d2cc96d83e2324ce8ad1fd6efea81b324cba4b673854/numpy-2.3.4-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:9cb177bc55b010b19798dc5497d540dea67fd13a8d9e882b2dae71de0cf09eb3", size = 14302930, upload-time = "2025-10-15T16:17:32.384Z" }, + { url = "https://files.pythonhosted.org/packages/3d/4e/07439f22f2a3b247cec4d63a713faae55e1141a36e77fb212881f7cda3fb/numpy-2.3.4-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:0f2bcc76f1e05e5ab58893407c63d90b2029908fa41f9f1cc51eecce936c3365", size = 5231504, upload-time = "2025-10-15T16:17:34.515Z" }, + { url = "https://files.pythonhosted.org/packages/ab/de/1e11f2547e2fe3d00482b19721855348b94ada8359aef5d40dd57bfae9df/numpy-2.3.4-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:8dc20bde86802df2ed8397a08d793da0ad7a5fd4ea3ac85d757bf5dd4ad7c252", size = 6739405, upload-time = "2025-10-15T16:17:36.128Z" }, + { url = "https://files.pythonhosted.org/packages/3b/40/8cd57393a26cebe2e923005db5134a946c62fa56a1087dc7c478f3e30837/numpy-2.3.4-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5e199c087e2aa71c8f9ce1cb7a8e10677dc12457e7cc1be4798632da37c3e86e", size = 14354866, upload-time = "2025-10-15T16:17:38.884Z" }, + { url = "https://files.pythonhosted.org/packages/93/39/5b3510f023f96874ee6fea2e40dfa99313a00bf3ab779f3c92978f34aace/numpy-2.3.4-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:85597b2d25ddf655495e2363fe044b0ae999b75bc4d630dc0d886484b03a5eb0", size = 16703296, upload-time = "2025-10-15T16:17:41.564Z" }, + { url = "https://files.pythonhosted.org/packages/41/0d/19bb163617c8045209c1996c4e427bccbc4bbff1e2c711f39203c8ddbb4a/numpy-2.3.4-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:04a69abe45b49c5955923cf2c407843d1c85013b424ae8a560bba16c92fe44a0", size = 16136046, upload-time = "2025-10-15T16:17:43.901Z" }, + { url = "https://files.pythonhosted.org/packages/e2/c1/6dba12fdf68b02a21ac411c9df19afa66bed2540f467150ca64d246b463d/numpy-2.3.4-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:e1708fac43ef8b419c975926ce1eaf793b0c13b7356cfab6ab0dc34c0a02ac0f", size = 18652691, upload-time = "2025-10-15T16:17:46.247Z" }, + { url = "https://files.pythonhosted.org/packages/f8/73/f85056701dbbbb910c51d846c58d29fd46b30eecd2b6ba760fc8b8a1641b/numpy-2.3.4-cp314-cp314t-win32.whl", hash = "sha256:863e3b5f4d9915aaf1b8ec79ae560ad21f0b8d5e3adc31e73126491bb86dee1d", size = 6485782, upload-time = "2025-10-15T16:17:48.872Z" }, + { url = "https://files.pythonhosted.org/packages/17/90/28fa6f9865181cb817c2471ee65678afa8a7e2a1fb16141473d5fa6bacc3/numpy-2.3.4-cp314-cp314t-win_amd64.whl", hash = "sha256:962064de37b9aef801d33bc579690f8bfe6c5e70e29b61783f60bcba838a14d6", size = 13113301, upload-time = "2025-10-15T16:17:50.938Z" }, + { url = "https://files.pythonhosted.org/packages/54/23/08c002201a8e7e1f9afba93b97deceb813252d9cfd0d3351caed123dcf97/numpy-2.3.4-cp314-cp314t-win_arm64.whl", hash = "sha256:8b5a9a39c45d852b62693d9b3f3e0fe052541f804296ff401a72a1b60edafb29", size = 10547532, upload-time = "2025-10-15T16:17:53.48Z" }, +] + +[[package]] +name = "packaging" +version = "25.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/a1/d4/1fc4078c65507b51b96ca8f8c3ba19e6a61c8253c72794544580a7b6c24d/packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f", size = 165727, upload-time = "2025-04-19T11:48:59.673Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/20/12/38679034af332785aac8774540895e234f4d07f7545804097de4b666afd8/packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484", size = 66469, upload-time = "2025-04-19T11:48:57.875Z" }, +] + +[[package]] +name = "pandas" +version = "2.3.3" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, + { name = "python-dateutil" }, + { name = "pytz" }, + { name = "tzdata" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/33/01/d40b85317f86cf08d853a4f495195c73815fdf205eef3993821720274518/pandas-2.3.3.tar.gz", hash = "sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b", size = 4495223, upload-time = "2025-09-29T23:34:51.853Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9c/fb/231d89e8637c808b997d172b18e9d4a4bc7bf31296196c260526055d1ea0/pandas-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53", size = 11597846, upload-time = "2025-09-29T23:19:48.856Z" }, + { url = "https://files.pythonhosted.org/packages/5c/bd/bf8064d9cfa214294356c2d6702b716d3cf3bb24be59287a6a21e24cae6b/pandas-2.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35", size = 10729618, upload-time = "2025-09-29T23:39:08.659Z" }, + { url = "https://files.pythonhosted.org/packages/57/56/cf2dbe1a3f5271370669475ead12ce77c61726ffd19a35546e31aa8edf4e/pandas-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908", size = 11737212, upload-time = "2025-09-29T23:19:59.765Z" }, + { url = "https://files.pythonhosted.org/packages/e5/63/cd7d615331b328e287d8233ba9fdf191a9c2d11b6af0c7a59cfcec23de68/pandas-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89", size = 12362693, upload-time = "2025-09-29T23:20:14.098Z" }, + { url = "https://files.pythonhosted.org/packages/a6/de/8b1895b107277d52f2b42d3a6806e69cfef0d5cf1d0ba343470b9d8e0a04/pandas-2.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98", size = 12771002, upload-time = "2025-09-29T23:20:26.76Z" }, + { url = "https://files.pythonhosted.org/packages/87/21/84072af3187a677c5893b170ba2c8fbe450a6ff911234916da889b698220/pandas-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084", size = 13450971, upload-time = "2025-09-29T23:20:41.344Z" }, + { url = "https://files.pythonhosted.org/packages/86/41/585a168330ff063014880a80d744219dbf1dd7a1c706e75ab3425a987384/pandas-2.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b", size = 10992722, upload-time = "2025-09-29T23:20:54.139Z" }, + { url = "https://files.pythonhosted.org/packages/cd/4b/18b035ee18f97c1040d94debd8f2e737000ad70ccc8f5513f4eefad75f4b/pandas-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713", size = 11544671, upload-time = "2025-09-29T23:21:05.024Z" }, + { url = "https://files.pythonhosted.org/packages/31/94/72fac03573102779920099bcac1c3b05975c2cb5f01eac609faf34bed1ca/pandas-2.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8", size = 10680807, upload-time = "2025-09-29T23:21:15.979Z" }, + { url = "https://files.pythonhosted.org/packages/16/87/9472cf4a487d848476865321de18cc8c920b8cab98453ab79dbbc98db63a/pandas-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d", size = 11709872, upload-time = "2025-09-29T23:21:27.165Z" }, + { url = "https://files.pythonhosted.org/packages/15/07/284f757f63f8a8d69ed4472bfd85122bd086e637bf4ed09de572d575a693/pandas-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac", size = 12306371, upload-time = "2025-09-29T23:21:40.532Z" }, + { url = "https://files.pythonhosted.org/packages/33/81/a3afc88fca4aa925804a27d2676d22dcd2031c2ebe08aabd0ae55b9ff282/pandas-2.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c", size = 12765333, upload-time = "2025-09-29T23:21:55.77Z" }, + { url = "https://files.pythonhosted.org/packages/8d/0f/b4d4ae743a83742f1153464cf1a8ecfafc3ac59722a0b5c8602310cb7158/pandas-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493", size = 13418120, upload-time = "2025-09-29T23:22:10.109Z" }, + { url = "https://files.pythonhosted.org/packages/4f/c7/e54682c96a895d0c808453269e0b5928a07a127a15704fedb643e9b0a4c8/pandas-2.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee", size = 10993991, upload-time = "2025-09-29T23:25:04.889Z" }, + { url = "https://files.pythonhosted.org/packages/f9/ca/3f8d4f49740799189e1395812f3bf23b5e8fc7c190827d55a610da72ce55/pandas-2.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5", size = 12048227, upload-time = "2025-09-29T23:22:24.343Z" }, + { url = "https://files.pythonhosted.org/packages/0e/5a/f43efec3e8c0cc92c4663ccad372dbdff72b60bdb56b2749f04aa1d07d7e/pandas-2.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21", size = 11411056, upload-time = "2025-09-29T23:22:37.762Z" }, + { url = "https://files.pythonhosted.org/packages/46/b1/85331edfc591208c9d1a63a06baa67b21d332e63b7a591a5ba42a10bb507/pandas-2.3.3-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78", size = 11645189, upload-time = "2025-09-29T23:22:51.688Z" }, + { url = "https://files.pythonhosted.org/packages/44/23/78d645adc35d94d1ac4f2a3c4112ab6f5b8999f4898b8cdf01252f8df4a9/pandas-2.3.3-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110", size = 12121912, upload-time = "2025-09-29T23:23:05.042Z" }, + { url = "https://files.pythonhosted.org/packages/53/da/d10013df5e6aaef6b425aa0c32e1fc1f3e431e4bcabd420517dceadce354/pandas-2.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86", size = 12712160, upload-time = "2025-09-29T23:23:28.57Z" }, + { url = "https://files.pythonhosted.org/packages/bd/17/e756653095a083d8a37cbd816cb87148debcfcd920129b25f99dd8d04271/pandas-2.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc", size = 13199233, upload-time = "2025-09-29T23:24:24.876Z" }, + { url = "https://files.pythonhosted.org/packages/04/fd/74903979833db8390b73b3a8a7d30d146d710bd32703724dd9083950386f/pandas-2.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0", size = 11540635, upload-time = "2025-09-29T23:25:52.486Z" }, + { url = "https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593", size = 10759079, upload-time = "2025-09-29T23:26:33.204Z" }, + { url = "https://files.pythonhosted.org/packages/ca/05/d01ef80a7a3a12b2f8bbf16daba1e17c98a2f039cbc8e2f77a2c5a63d382/pandas-2.3.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c", size = 11814049, upload-time = "2025-09-29T23:27:15.384Z" }, + { url = "https://files.pythonhosted.org/packages/15/b2/0e62f78c0c5ba7e3d2c5945a82456f4fac76c480940f805e0b97fcbc2f65/pandas-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b", size = 12332638, upload-time = "2025-09-29T23:27:51.625Z" }, + { url = "https://files.pythonhosted.org/packages/c5/33/dd70400631b62b9b29c3c93d2feee1d0964dc2bae2e5ad7a6c73a7f25325/pandas-2.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6", size = 12886834, upload-time = "2025-09-29T23:28:21.289Z" }, + { url = "https://files.pythonhosted.org/packages/d3/18/b5d48f55821228d0d2692b34fd5034bb185e854bdb592e9c640f6290e012/pandas-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3", size = 13409925, upload-time = "2025-09-29T23:28:58.261Z" }, + { url = "https://files.pythonhosted.org/packages/a6/3d/124ac75fcd0ecc09b8fdccb0246ef65e35b012030defb0e0eba2cbbbe948/pandas-2.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5", size = 11109071, upload-time = "2025-09-29T23:32:27.484Z" }, + { url = "https://files.pythonhosted.org/packages/89/9c/0e21c895c38a157e0faa1fb64587a9226d6dd46452cac4532d80c3c4a244/pandas-2.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec", size = 12048504, upload-time = "2025-09-29T23:29:31.47Z" }, + { url = "https://files.pythonhosted.org/packages/d7/82/b69a1c95df796858777b68fbe6a81d37443a33319761d7c652ce77797475/pandas-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7", size = 11410702, upload-time = "2025-09-29T23:29:54.591Z" }, + { url = "https://files.pythonhosted.org/packages/f9/88/702bde3ba0a94b8c73a0181e05144b10f13f29ebfc2150c3a79062a8195d/pandas-2.3.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450", size = 11634535, upload-time = "2025-09-29T23:30:21.003Z" }, + { url = "https://files.pythonhosted.org/packages/a4/1e/1bac1a839d12e6a82ec6cb40cda2edde64a2013a66963293696bbf31fbbb/pandas-2.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5", size = 12121582, upload-time = "2025-09-29T23:30:43.391Z" }, + { url = "https://files.pythonhosted.org/packages/44/91/483de934193e12a3b1d6ae7c8645d083ff88dec75f46e827562f1e4b4da6/pandas-2.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788", size = 12699963, upload-time = "2025-09-29T23:31:10.009Z" }, + { url = "https://files.pythonhosted.org/packages/70/44/5191d2e4026f86a2a109053e194d3ba7a31a2d10a9c2348368c63ed4e85a/pandas-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87", size = 13202175, upload-time = "2025-09-29T23:31:59.173Z" }, +] + +[[package]] +name = "patsy" +version = "1.0.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/d1/81/74f6a65b848ffd16c18f920620ce999fe45fe27f01ab3911260ce4ed85e4/patsy-1.0.1.tar.gz", hash = "sha256:e786a9391eec818c054e359b737bbce692f051aee4c661f4141cc88fb459c0c4", size = 396010, upload-time = "2024-11-12T14:10:54.642Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/87/2b/b50d3d08ea0fc419c183a84210571eba005328efa62b6b98bc28e9ead32a/patsy-1.0.1-py2.py3-none-any.whl", hash = "sha256:751fb38f9e97e62312e921a1954b81e1bb2bcda4f5eeabaf94db251ee791509c", size = 232923, upload-time = "2024-11-12T14:10:52.85Z" }, +] + +[[package]] +name = "pillow" +version = "12.0.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/5a/b0/cace85a1b0c9775a9f8f5d5423c8261c858760e2466c79b2dd184638b056/pillow-12.0.0.tar.gz", hash = "sha256:87d4f8125c9988bfbed67af47dd7a953e2fc7b0cc1e7800ec6d2080d490bb353", size = 47008828, upload-time = "2025-10-15T18:24:14.008Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/2c/90/4fcce2c22caf044e660a198d740e7fbc14395619e3cb1abad12192c0826c/pillow-12.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:53561a4ddc36facb432fae7a9d8afbfaf94795414f5cdc5fc52f28c1dca90371", size = 5249377, upload-time = "2025-10-15T18:22:05.993Z" }, + { url = "https://files.pythonhosted.org/packages/fd/e0/ed960067543d080691d47d6938ebccbf3976a931c9567ab2fbfab983a5dd/pillow-12.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:71db6b4c1653045dacc1585c1b0d184004f0d7e694c7b34ac165ca70c0838082", size = 4650343, upload-time = "2025-10-15T18:22:07.718Z" }, + { url = "https://files.pythonhosted.org/packages/e7/a1/f81fdeddcb99c044bf7d6faa47e12850f13cee0849537a7d27eeab5534d4/pillow-12.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2fa5f0b6716fc88f11380b88b31fe591a06c6315e955c096c35715788b339e3f", size = 6232981, upload-time = "2025-10-15T18:22:09.287Z" }, + { url = "https://files.pythonhosted.org/packages/88/e1/9098d3ce341a8750b55b0e00c03f1630d6178f38ac191c81c97a3b047b44/pillow-12.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:82240051c6ca513c616f7f9da06e871f61bfd7805f566275841af15015b8f98d", size = 8041399, upload-time = "2025-10-15T18:22:10.872Z" }, + { url = "https://files.pythonhosted.org/packages/a7/62/a22e8d3b602ae8cc01446d0c57a54e982737f44b6f2e1e019a925143771d/pillow-12.0.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:55f818bd74fe2f11d4d7cbc65880a843c4075e0ac7226bc1a23261dbea531953", size = 6347740, upload-time = "2025-10-15T18:22:12.769Z" }, + { url = "https://files.pythonhosted.org/packages/4f/87/424511bdcd02c8d7acf9f65caa09f291a519b16bd83c3fb3374b3d4ae951/pillow-12.0.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b87843e225e74576437fd5b6a4c2205d422754f84a06942cfaf1dc32243e45a8", size = 7040201, upload-time = "2025-10-15T18:22:14.813Z" }, + { url = "https://files.pythonhosted.org/packages/dc/4d/435c8ac688c54d11755aedfdd9f29c9eeddf68d150fe42d1d3dbd2365149/pillow-12.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c607c90ba67533e1b2355b821fef6764d1dd2cbe26b8c1005ae84f7aea25ff79", size = 6462334, upload-time = "2025-10-15T18:22:16.375Z" }, + { url = "https://files.pythonhosted.org/packages/2b/f2/ad34167a8059a59b8ad10bc5c72d4d9b35acc6b7c0877af8ac885b5f2044/pillow-12.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:21f241bdd5080a15bc86d3466a9f6074a9c2c2b314100dd896ac81ee6db2f1ba", size = 7134162, upload-time = "2025-10-15T18:22:17.996Z" }, + { url = "https://files.pythonhosted.org/packages/0c/b1/a7391df6adacf0a5c2cf6ac1cf1fcc1369e7d439d28f637a847f8803beb3/pillow-12.0.0-cp312-cp312-win32.whl", hash = "sha256:dd333073e0cacdc3089525c7df7d39b211bcdf31fc2824e49d01c6b6187b07d0", size = 6298769, upload-time = "2025-10-15T18:22:19.923Z" }, + { url = "https://files.pythonhosted.org/packages/a2/0b/d87733741526541c909bbf159e338dcace4f982daac6e5a8d6be225ca32d/pillow-12.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:9fe611163f6303d1619bbcb653540a4d60f9e55e622d60a3108be0d5b441017a", size = 7001107, upload-time = "2025-10-15T18:22:21.644Z" }, + { url = "https://files.pythonhosted.org/packages/bc/96/aaa61ce33cc98421fb6088af2a03be4157b1e7e0e87087c888e2370a7f45/pillow-12.0.0-cp312-cp312-win_arm64.whl", hash = "sha256:7dfb439562f234f7d57b1ac6bc8fe7f838a4bd49c79230e0f6a1da93e82f1fad", size = 2436012, upload-time = "2025-10-15T18:22:23.621Z" }, + { url = "https://files.pythonhosted.org/packages/62/f2/de993bb2d21b33a98d031ecf6a978e4b61da207bef02f7b43093774c480d/pillow-12.0.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:0869154a2d0546545cde61d1789a6524319fc1897d9ee31218eae7a60ccc5643", size = 4045493, upload-time = "2025-10-15T18:22:25.758Z" }, + { url = "https://files.pythonhosted.org/packages/0e/b6/bc8d0c4c9f6f111a783d045310945deb769b806d7574764234ffd50bc5ea/pillow-12.0.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:a7921c5a6d31b3d756ec980f2f47c0cfdbce0fc48c22a39347a895f41f4a6ea4", size = 4120461, upload-time = "2025-10-15T18:22:27.286Z" }, + { url = "https://files.pythonhosted.org/packages/5d/57/d60d343709366a353dc56adb4ee1e7d8a2cc34e3fbc22905f4167cfec119/pillow-12.0.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:1ee80a59f6ce048ae13cda1abf7fbd2a34ab9ee7d401c46be3ca685d1999a399", size = 3576912, upload-time = "2025-10-15T18:22:28.751Z" }, + { url = "https://files.pythonhosted.org/packages/a4/a4/a0a31467e3f83b94d37568294b01d22b43ae3c5d85f2811769b9c66389dd/pillow-12.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c50f36a62a22d350c96e49ad02d0da41dbd17ddc2e29750dbdba4323f85eb4a5", size = 5249132, upload-time = "2025-10-15T18:22:30.641Z" }, + { url = "https://files.pythonhosted.org/packages/83/06/48eab21dd561de2914242711434c0c0eb992ed08ff3f6107a5f44527f5e9/pillow-12.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:5193fde9a5f23c331ea26d0cf171fbf67e3f247585f50c08b3e205c7aeb4589b", size = 4650099, upload-time = "2025-10-15T18:22:32.73Z" }, + { url = "https://files.pythonhosted.org/packages/fc/bd/69ed99fd46a8dba7c1887156d3572fe4484e3f031405fcc5a92e31c04035/pillow-12.0.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:bde737cff1a975b70652b62d626f7785e0480918dece11e8fef3c0cf057351c3", size = 6230808, upload-time = "2025-10-15T18:22:34.337Z" }, + { url = "https://files.pythonhosted.org/packages/ea/94/8fad659bcdbf86ed70099cb60ae40be6acca434bbc8c4c0d4ef356d7e0de/pillow-12.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a6597ff2b61d121172f5844b53f21467f7082f5fb385a9a29c01414463f93b07", size = 8037804, upload-time = "2025-10-15T18:22:36.402Z" }, + { url = "https://files.pythonhosted.org/packages/20/39/c685d05c06deecfd4e2d1950e9a908aa2ca8bc4e6c3b12d93b9cafbd7837/pillow-12.0.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0b817e7035ea7f6b942c13aa03bb554fc44fea70838ea21f8eb31c638326584e", size = 6345553, upload-time = "2025-10-15T18:22:38.066Z" }, + { url = "https://files.pythonhosted.org/packages/38/57/755dbd06530a27a5ed74f8cb0a7a44a21722ebf318edbe67ddbd7fb28f88/pillow-12.0.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f4f1231b7dec408e8670264ce63e9c71409d9583dd21d32c163e25213ee2a344", size = 7037729, upload-time = "2025-10-15T18:22:39.769Z" }, + { url = "https://files.pythonhosted.org/packages/ca/b6/7e94f4c41d238615674d06ed677c14883103dce1c52e4af16f000338cfd7/pillow-12.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6e51b71417049ad6ab14c49608b4a24d8fb3fe605e5dfabfe523b58064dc3d27", size = 6459789, upload-time = "2025-10-15T18:22:41.437Z" }, + { url = "https://files.pythonhosted.org/packages/9c/14/4448bb0b5e0f22dd865290536d20ec8a23b64e2d04280b89139f09a36bb6/pillow-12.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d120c38a42c234dc9a8c5de7ceaaf899cf33561956acb4941653f8bdc657aa79", size = 7130917, upload-time = "2025-10-15T18:22:43.152Z" }, + { url = "https://files.pythonhosted.org/packages/dd/ca/16c6926cc1c015845745d5c16c9358e24282f1e588237a4c36d2b30f182f/pillow-12.0.0-cp313-cp313-win32.whl", hash = "sha256:4cc6b3b2efff105c6a1656cfe59da4fdde2cda9af1c5e0b58529b24525d0a098", size = 6302391, upload-time = "2025-10-15T18:22:44.753Z" }, + { url = "https://files.pythonhosted.org/packages/6d/2a/dd43dcfd6dae9b6a49ee28a8eedb98c7d5ff2de94a5d834565164667b97b/pillow-12.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905", size = 7007477, upload-time = "2025-10-15T18:22:46.838Z" }, + { url = "https://files.pythonhosted.org/packages/77/f0/72ea067f4b5ae5ead653053212af05ce3705807906ba3f3e8f58ddf617e6/pillow-12.0.0-cp313-cp313-win_arm64.whl", hash = "sha256:9f0b04c6b8584c2c193babcccc908b38ed29524b29dd464bc8801bf10d746a3a", size = 2435918, upload-time = "2025-10-15T18:22:48.399Z" }, + { url = "https://files.pythonhosted.org/packages/f5/5e/9046b423735c21f0487ea6cb5b10f89ea8f8dfbe32576fe052b5ba9d4e5b/pillow-12.0.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:7fa22993bac7b77b78cae22bad1e2a987ddf0d9015c63358032f84a53f23cdc3", size = 5251406, upload-time = "2025-10-15T18:22:49.905Z" }, + { url = "https://files.pythonhosted.org/packages/12/66/982ceebcdb13c97270ef7a56c3969635b4ee7cd45227fa707c94719229c5/pillow-12.0.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f135c702ac42262573fe9714dfe99c944b4ba307af5eb507abef1667e2cbbced", size = 4653218, upload-time = "2025-10-15T18:22:51.587Z" }, + { url = "https://files.pythonhosted.org/packages/16/b3/81e625524688c31859450119bf12674619429cab3119eec0e30a7a1029cb/pillow-12.0.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:c85de1136429c524e55cfa4e033b4a7940ac5c8ee4d9401cc2d1bf48154bbc7b", size = 6266564, upload-time = "2025-10-15T18:22:53.215Z" }, + { url = "https://files.pythonhosted.org/packages/98/59/dfb38f2a41240d2408096e1a76c671d0a105a4a8471b1871c6902719450c/pillow-12.0.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:38df9b4bfd3db902c9c2bd369bcacaf9d935b2fff73709429d95cc41554f7b3d", size = 8069260, upload-time = "2025-10-15T18:22:54.933Z" }, + { url = "https://files.pythonhosted.org/packages/dc/3d/378dbea5cd1874b94c312425ca77b0f47776c78e0df2df751b820c8c1d6c/pillow-12.0.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7d87ef5795da03d742bf49439f9ca4d027cde49c82c5371ba52464aee266699a", size = 6379248, upload-time = "2025-10-15T18:22:56.605Z" }, + { url = "https://files.pythonhosted.org/packages/84/b0/d525ef47d71590f1621510327acec75ae58c721dc071b17d8d652ca494d8/pillow-12.0.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aff9e4d82d082ff9513bdd6acd4f5bd359f5b2c870907d2b0a9c5e10d40c88fe", size = 7066043, upload-time = "2025-10-15T18:22:58.53Z" }, + { url = "https://files.pythonhosted.org/packages/61/2c/aced60e9cf9d0cde341d54bf7932c9ffc33ddb4a1595798b3a5150c7ec4e/pillow-12.0.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:8d8ca2b210ada074d57fcee40c30446c9562e542fc46aedc19baf758a93532ee", size = 6490915, upload-time = "2025-10-15T18:23:00.582Z" }, + { url = "https://files.pythonhosted.org/packages/ef/26/69dcb9b91f4e59f8f34b2332a4a0a951b44f547c4ed39d3e4dcfcff48f89/pillow-12.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:99a7f72fb6249302aa62245680754862a44179b545ded638cf1fef59befb57ef", size = 7157998, upload-time = "2025-10-15T18:23:02.627Z" }, + { url = "https://files.pythonhosted.org/packages/61/2b/726235842220ca95fa441ddf55dd2382b52ab5b8d9c0596fe6b3f23dafe8/pillow-12.0.0-cp313-cp313t-win32.whl", hash = "sha256:4078242472387600b2ce8d93ade8899c12bf33fa89e55ec89fe126e9d6d5d9e9", size = 6306201, upload-time = "2025-10-15T18:23:04.709Z" }, + { url = "https://files.pythonhosted.org/packages/c0/3d/2afaf4e840b2df71344ababf2f8edd75a705ce500e5dc1e7227808312ae1/pillow-12.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2c54c1a783d6d60595d3514f0efe9b37c8808746a66920315bfd34a938d7994b", size = 7013165, upload-time = "2025-10-15T18:23:06.46Z" }, + { url = "https://files.pythonhosted.org/packages/6f/75/3fa09aa5cf6ed04bee3fa575798ddf1ce0bace8edb47249c798077a81f7f/pillow-12.0.0-cp313-cp313t-win_arm64.whl", hash = "sha256:26d9f7d2b604cd23aba3e9faf795787456ac25634d82cd060556998e39c6fa47", size = 2437834, upload-time = "2025-10-15T18:23:08.194Z" }, + { url = "https://files.pythonhosted.org/packages/54/2a/9a8c6ba2c2c07b71bec92cf63e03370ca5e5f5c5b119b742bcc0cde3f9c5/pillow-12.0.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:beeae3f27f62308f1ddbcfb0690bf44b10732f2ef43758f169d5e9303165d3f9", size = 4045531, upload-time = "2025-10-15T18:23:10.121Z" }, + { url = "https://files.pythonhosted.org/packages/84/54/836fdbf1bfb3d66a59f0189ff0b9f5f666cee09c6188309300df04ad71fa/pillow-12.0.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:d4827615da15cd59784ce39d3388275ec093ae3ee8d7f0c089b76fa87af756c2", size = 4120554, upload-time = "2025-10-15T18:23:12.14Z" }, + { url = "https://files.pythonhosted.org/packages/0d/cd/16aec9f0da4793e98e6b54778a5fbce4f375c6646fe662e80600b8797379/pillow-12.0.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:3e42edad50b6909089750e65c91aa09aaf1e0a71310d383f11321b27c224ed8a", size = 3576812, upload-time = "2025-10-15T18:23:13.962Z" }, + { url = "https://files.pythonhosted.org/packages/f6/b7/13957fda356dc46339298b351cae0d327704986337c3c69bb54628c88155/pillow-12.0.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:e5d8efac84c9afcb40914ab49ba063d94f5dbdf5066db4482c66a992f47a3a3b", size = 5252689, upload-time = "2025-10-15T18:23:15.562Z" }, + { url = "https://files.pythonhosted.org/packages/fc/f5/eae31a306341d8f331f43edb2e9122c7661b975433de5e447939ae61c5da/pillow-12.0.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:266cd5f2b63ff316d5a1bba46268e603c9caf5606d44f38c2873c380950576ad", size = 4650186, upload-time = "2025-10-15T18:23:17.379Z" }, + { url = "https://files.pythonhosted.org/packages/86/62/2a88339aa40c4c77e79108facbd307d6091e2c0eb5b8d3cf4977cfca2fe6/pillow-12.0.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:58eea5ebe51504057dd95c5b77d21700b77615ab0243d8152793dc00eb4faf01", size = 6230308, upload-time = "2025-10-15T18:23:18.971Z" }, + { url = "https://files.pythonhosted.org/packages/c7/33/5425a8992bcb32d1cb9fa3dd39a89e613d09a22f2c8083b7bf43c455f760/pillow-12.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f13711b1a5ba512d647a0e4ba79280d3a9a045aaf7e0cc6fbe96b91d4cdf6b0c", size = 8039222, upload-time = "2025-10-15T18:23:20.909Z" }, + { url = "https://files.pythonhosted.org/packages/d8/61/3f5d3b35c5728f37953d3eec5b5f3e77111949523bd2dd7f31a851e50690/pillow-12.0.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6846bd2d116ff42cba6b646edf5bf61d37e5cbd256425fa089fee4ff5c07a99e", size = 6346657, upload-time = "2025-10-15T18:23:23.077Z" }, + { url = "https://files.pythonhosted.org/packages/3a/be/ee90a3d79271227e0f0a33c453531efd6ed14b2e708596ba5dd9be948da3/pillow-12.0.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c98fa880d695de164b4135a52fd2e9cd7b7c90a9d8ac5e9e443a24a95ef9248e", size = 7038482, upload-time = "2025-10-15T18:23:25.005Z" }, + { url = "https://files.pythonhosted.org/packages/44/34/a16b6a4d1ad727de390e9bd9f19f5f669e079e5826ec0f329010ddea492f/pillow-12.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:fa3ed2a29a9e9d2d488b4da81dcb54720ac3104a20bf0bd273f1e4648aff5af9", size = 6461416, upload-time = "2025-10-15T18:23:27.009Z" }, + { url = "https://files.pythonhosted.org/packages/b6/39/1aa5850d2ade7d7ba9f54e4e4c17077244ff7a2d9e25998c38a29749eb3f/pillow-12.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d034140032870024e6b9892c692fe2968493790dd57208b2c37e3fb35f6df3ab", size = 7131584, upload-time = "2025-10-15T18:23:29.752Z" }, + { url = "https://files.pythonhosted.org/packages/bf/db/4fae862f8fad0167073a7733973bfa955f47e2cac3dc3e3e6257d10fab4a/pillow-12.0.0-cp314-cp314-win32.whl", hash = "sha256:1b1b133e6e16105f524a8dec491e0586d072948ce15c9b914e41cdadd209052b", size = 6400621, upload-time = "2025-10-15T18:23:32.06Z" }, + { url = "https://files.pythonhosted.org/packages/2b/24/b350c31543fb0107ab2599464d7e28e6f856027aadda995022e695313d94/pillow-12.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b", size = 7142916, upload-time = "2025-10-15T18:23:34.71Z" }, + { url = "https://files.pythonhosted.org/packages/0f/9b/0ba5a6fd9351793996ef7487c4fdbde8d3f5f75dbedc093bb598648fddf0/pillow-12.0.0-cp314-cp314-win_arm64.whl", hash = "sha256:d52610d51e265a51518692045e372a4c363056130d922a7351429ac9f27e70b0", size = 2523836, upload-time = "2025-10-15T18:23:36.967Z" }, + { url = "https://files.pythonhosted.org/packages/f5/7a/ceee0840aebc579af529b523d530840338ecf63992395842e54edc805987/pillow-12.0.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:1979f4566bb96c1e50a62d9831e2ea2d1211761e5662afc545fa766f996632f6", size = 5255092, upload-time = "2025-10-15T18:23:38.573Z" }, + { url = "https://files.pythonhosted.org/packages/44/76/20776057b4bfd1aef4eeca992ebde0f53a4dce874f3ae693d0ec90a4f79b/pillow-12.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:b2e4b27a6e15b04832fe9bf292b94b5ca156016bbc1ea9c2c20098a0320d6cf6", size = 4653158, upload-time = "2025-10-15T18:23:40.238Z" }, + { url = "https://files.pythonhosted.org/packages/82/3f/d9ff92ace07be8836b4e7e87e6a4c7a8318d47c2f1463ffcf121fc57d9cb/pillow-12.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fb3096c30df99fd01c7bf8e544f392103d0795b9f98ba71a8054bcbf56b255f1", size = 6267882, upload-time = "2025-10-15T18:23:42.434Z" }, + { url = "https://files.pythonhosted.org/packages/9f/7a/4f7ff87f00d3ad33ba21af78bfcd2f032107710baf8280e3722ceec28cda/pillow-12.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7438839e9e053ef79f7112c881cef684013855016f928b168b81ed5835f3e75e", size = 8071001, upload-time = "2025-10-15T18:23:44.29Z" }, + { url = "https://files.pythonhosted.org/packages/75/87/fcea108944a52dad8cca0715ae6247e271eb80459364a98518f1e4f480c1/pillow-12.0.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d5c411a8eaa2299322b647cd932586b1427367fd3184ffbb8f7a219ea2041ca", size = 6380146, upload-time = "2025-10-15T18:23:46.065Z" }, + { url = "https://files.pythonhosted.org/packages/91/52/0d31b5e571ef5fd111d2978b84603fce26aba1b6092f28e941cb46570745/pillow-12.0.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d7e091d464ac59d2c7ad8e7e08105eaf9dafbc3883fd7265ffccc2baad6ac925", size = 7067344, upload-time = "2025-10-15T18:23:47.898Z" }, + { url = "https://files.pythonhosted.org/packages/7b/f4/2dd3d721f875f928d48e83bb30a434dee75a2531bca839bb996bb0aa5a91/pillow-12.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:792a2c0be4dcc18af9d4a2dfd8a11a17d5e25274a1062b0ec1c2d79c76f3e7f8", size = 6491864, upload-time = "2025-10-15T18:23:49.607Z" }, + { url = "https://files.pythonhosted.org/packages/30/4b/667dfcf3d61fc309ba5a15b141845cece5915e39b99c1ceab0f34bf1d124/pillow-12.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:afbefa430092f71a9593a99ab6a4e7538bc9eabbf7bf94f91510d3503943edc4", size = 7158911, upload-time = "2025-10-15T18:23:51.351Z" }, + { url = "https://files.pythonhosted.org/packages/a2/2f/16cabcc6426c32218ace36bf0d55955e813f2958afddbf1d391849fee9d1/pillow-12.0.0-cp314-cp314t-win32.whl", hash = "sha256:3830c769decf88f1289680a59d4f4c46c72573446352e2befec9a8512104fa52", size = 6408045, upload-time = "2025-10-15T18:23:53.177Z" }, + { url = "https://files.pythonhosted.org/packages/35/73/e29aa0c9c666cf787628d3f0dcf379f4791fba79f4936d02f8b37165bdf8/pillow-12.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:905b0365b210c73afb0ebe9101a32572152dfd1c144c7e28968a331b9217b94a", size = 7148282, upload-time = "2025-10-15T18:23:55.316Z" }, + { url = "https://files.pythonhosted.org/packages/c1/70/6b41bdcddf541b437bbb9f47f94d2db5d9ddef6c37ccab8c9107743748a4/pillow-12.0.0-cp314-cp314t-win_arm64.whl", hash = "sha256:99353a06902c2e43b43e8ff74ee65a7d90307d82370604746738a1e0661ccca7", size = 2525630, upload-time = "2025-10-15T18:23:57.149Z" }, +] + +[[package]] +name = "pluggy" +version = "1.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f9/e2/3e91f31a7d2b083fe6ef3fa267035b518369d9511ffab804f839851d2779/pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3", size = 69412, upload-time = "2025-05-15T12:30:07.975Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538, upload-time = "2025-05-15T12:30:06.134Z" }, +] + +[[package]] +name = "pydot" +version = "4.0.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "pyparsing" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/50/35/b17cb89ff865484c6a20ef46bf9d95a5f07328292578de0b295f4a6beec2/pydot-4.0.1.tar.gz", hash = "sha256:c2148f681c4a33e08bf0e26a9e5f8e4099a82e0e2a068098f32ce86577364ad5", size = 162594, upload-time = "2025-06-17T20:09:56.454Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7e/32/a7125fb28c4261a627f999d5fb4afff25b523800faed2c30979949d6facd/pydot-4.0.1-py3-none-any.whl", hash = "sha256:869c0efadd2708c0be1f916eb669f3d664ca684bc57ffb7ecc08e70d5e93fee6", size = 37087, upload-time = "2025-06-17T20:09:55.25Z" }, +] + +[[package]] +name = "pygments" +version = "2.19.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b0/77/a5b8c569bf593b0140bde72ea885a803b82086995367bf2037de0159d924/pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887", size = 4968631, upload-time = "2025-06-21T13:39:12.283Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b", size = 1225217, upload-time = "2025-06-21T13:39:07.939Z" }, +] + +[[package]] +name = "pyparsing" +version = "3.2.5" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f2/a5/181488fc2b9d093e3972d2a472855aae8a03f000592dbfce716a512b3359/pyparsing-3.2.5.tar.gz", hash = "sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6", size = 1099274, upload-time = "2025-09-21T04:11:06.277Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/10/5e/1aa9a93198c6b64513c9d7752de7422c06402de6600a8767da1524f9570b/pyparsing-3.2.5-py3-none-any.whl", hash = "sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e", size = 113890, upload-time = "2025-09-21T04:11:04.117Z" }, +] + +[[package]] +name = "pytest" +version = "8.4.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, + { name = "iniconfig" }, + { name = "packaging" }, + { name = "pluggy" }, + { name = "pygments" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a3/5c/00a0e072241553e1a7496d638deababa67c5058571567b92a7eaa258397c/pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01", size = 1519618, upload-time = "2025-09-04T14:34:22.711Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a8/a4/20da314d277121d6534b3a980b29035dcd51e6744bd79075a6ce8fa4eb8d/pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79", size = 365750, upload-time = "2025-09-04T14:34:20.226Z" }, +] + +[[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, upload-time = "2024-03-01T18:36:20.211Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" }, +] + +[[package]] +name = "pytz" +version = "2025.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/f8/bf/abbd3cdfb8fbc7fb3d4d38d320f2441b1e7cbe29be4f23797b4a2b5d8aac/pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3", size = 320884, upload-time = "2025-03-25T02:25:00.538Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00", size = 509225, upload-time = "2025-03-25T02:24:58.468Z" }, +] + +[[package]] +name = "scikit-learn" +version = "1.7.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "joblib" }, + { name = "numpy" }, + { name = "scipy" }, + { name = "threadpoolctl" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/98/c2/a7855e41c9d285dfe86dc50b250978105dce513d6e459ea66a6aeb0e1e0c/scikit_learn-1.7.2.tar.gz", hash = "sha256:20e9e49ecd130598f1ca38a1d85090e1a600147b9c02fa6f15d69cb53d968fda", size = 7193136, upload-time = "2025-09-09T08:21:29.075Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a7/aa/3996e2196075689afb9fce0410ebdb4a09099d7964d061d7213700204409/scikit_learn-1.7.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8d91a97fa2b706943822398ab943cde71858a50245e31bc71dba62aab1d60a96", size = 9259818, upload-time = "2025-09-09T08:20:43.19Z" }, + { url = "https://files.pythonhosted.org/packages/43/5d/779320063e88af9c4a7c2cf463ff11c21ac9c8bd730c4a294b0000b666c9/scikit_learn-1.7.2-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:acbc0f5fd2edd3432a22c69bed78e837c70cf896cd7993d71d51ba6708507476", size = 8636997, upload-time = "2025-09-09T08:20:45.468Z" }, + { url = "https://files.pythonhosted.org/packages/5c/d0/0c577d9325b05594fdd33aa970bf53fb673f051a45496842caee13cfd7fe/scikit_learn-1.7.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e5bf3d930aee75a65478df91ac1225ff89cd28e9ac7bd1196853a9229b6adb0b", size = 9478381, upload-time = "2025-09-09T08:20:47.982Z" }, + { url = "https://files.pythonhosted.org/packages/82/70/8bf44b933837ba8494ca0fc9a9ab60f1c13b062ad0197f60a56e2fc4c43e/scikit_learn-1.7.2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4d6e9deed1a47aca9fe2f267ab8e8fe82ee20b4526b2c0cd9e135cea10feb44", size = 9300296, upload-time = "2025-09-09T08:20:50.366Z" }, + { url = "https://files.pythonhosted.org/packages/c6/99/ed35197a158f1fdc2fe7c3680e9c70d0128f662e1fee4ed495f4b5e13db0/scikit_learn-1.7.2-cp312-cp312-win_amd64.whl", hash = "sha256:6088aa475f0785e01bcf8529f55280a3d7d298679f50c0bb70a2364a82d0b290", size = 8731256, upload-time = "2025-09-09T08:20:52.627Z" }, + { url = "https://files.pythonhosted.org/packages/ae/93/a3038cb0293037fd335f77f31fe053b89c72f17b1c8908c576c29d953e84/scikit_learn-1.7.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0b7dacaa05e5d76759fb071558a8b5130f4845166d88654a0f9bdf3eb57851b7", size = 9212382, upload-time = "2025-09-09T08:20:54.731Z" }, + { url = "https://files.pythonhosted.org/packages/40/dd/9a88879b0c1104259136146e4742026b52df8540c39fec21a6383f8292c7/scikit_learn-1.7.2-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:abebbd61ad9e1deed54cca45caea8ad5f79e1b93173dece40bb8e0c658dbe6fe", size = 8592042, upload-time = "2025-09-09T08:20:57.313Z" }, + { url = "https://files.pythonhosted.org/packages/46/af/c5e286471b7d10871b811b72ae794ac5fe2989c0a2df07f0ec723030f5f5/scikit_learn-1.7.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:502c18e39849c0ea1a5d681af1dbcf15f6cce601aebb657aabbfe84133c1907f", size = 9434180, upload-time = "2025-09-09T08:20:59.671Z" }, + { url = "https://files.pythonhosted.org/packages/f1/fd/df59faa53312d585023b2da27e866524ffb8faf87a68516c23896c718320/scikit_learn-1.7.2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7a4c328a71785382fe3fe676a9ecf2c86189249beff90bf85e22bdb7efaf9ae0", size = 9283660, upload-time = "2025-09-09T08:21:01.71Z" }, + { url = "https://files.pythonhosted.org/packages/a7/c7/03000262759d7b6f38c836ff9d512f438a70d8a8ddae68ee80de72dcfb63/scikit_learn-1.7.2-cp313-cp313-win_amd64.whl", hash = "sha256:63a9afd6f7b229aad94618c01c252ce9e6fa97918c5ca19c9a17a087d819440c", size = 8702057, upload-time = "2025-09-09T08:21:04.234Z" }, + { url = "https://files.pythonhosted.org/packages/55/87/ef5eb1f267084532c8e4aef98a28b6ffe7425acbfd64b5e2f2e066bc29b3/scikit_learn-1.7.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:9acb6c5e867447b4e1390930e3944a005e2cb115922e693c08a323421a6966e8", size = 9558731, upload-time = "2025-09-09T08:21:06.381Z" }, + { url = "https://files.pythonhosted.org/packages/93/f8/6c1e3fc14b10118068d7938878a9f3f4e6d7b74a8ddb1e5bed65159ccda8/scikit_learn-1.7.2-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:2a41e2a0ef45063e654152ec9d8bcfc39f7afce35b08902bfe290c2498a67a6a", size = 9038852, upload-time = "2025-09-09T08:21:08.628Z" }, + { url = "https://files.pythonhosted.org/packages/83/87/066cafc896ee540c34becf95d30375fe5cbe93c3b75a0ee9aa852cd60021/scikit_learn-1.7.2-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:98335fb98509b73385b3ab2bd0639b1f610541d3988ee675c670371d6a87aa7c", size = 9527094, upload-time = "2025-09-09T08:21:11.486Z" }, + { url = "https://files.pythonhosted.org/packages/9c/2b/4903e1ccafa1f6453b1ab78413938c8800633988c838aa0be386cbb33072/scikit_learn-1.7.2-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:191e5550980d45449126e23ed1d5e9e24b2c68329ee1f691a3987476e115e09c", size = 9367436, upload-time = "2025-09-09T08:21:13.602Z" }, + { url = "https://files.pythonhosted.org/packages/b5/aa/8444be3cfb10451617ff9d177b3c190288f4563e6c50ff02728be67ad094/scikit_learn-1.7.2-cp313-cp313t-win_amd64.whl", hash = "sha256:57dc4deb1d3762c75d685507fbd0bc17160144b2f2ba4ccea5dc285ab0d0e973", size = 9275749, upload-time = "2025-09-09T08:21:15.96Z" }, + { url = "https://files.pythonhosted.org/packages/d9/82/dee5acf66837852e8e68df6d8d3a6cb22d3df997b733b032f513d95205b7/scikit_learn-1.7.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fa8f63940e29c82d1e67a45d5297bdebbcb585f5a5a50c4914cc2e852ab77f33", size = 9208906, upload-time = "2025-09-09T08:21:18.557Z" }, + { url = "https://files.pythonhosted.org/packages/3c/30/9029e54e17b87cb7d50d51a5926429c683d5b4c1732f0507a6c3bed9bf65/scikit_learn-1.7.2-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:f95dc55b7902b91331fa4e5845dd5bde0580c9cd9612b1b2791b7e80c3d32615", size = 8627836, upload-time = "2025-09-09T08:21:20.695Z" }, + { url = "https://files.pythonhosted.org/packages/60/18/4a52c635c71b536879f4b971c2cedf32c35ee78f48367885ed8025d1f7ee/scikit_learn-1.7.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9656e4a53e54578ad10a434dc1f993330568cfee176dff07112b8785fb413106", size = 9426236, upload-time = "2025-09-09T08:21:22.645Z" }, + { url = "https://files.pythonhosted.org/packages/99/7e/290362f6ab582128c53445458a5befd471ed1ea37953d5bcf80604619250/scikit_learn-1.7.2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96dc05a854add0e50d3f47a1ef21a10a595016da5b007c7d9cd9d0bffd1fcc61", size = 9312593, upload-time = "2025-09-09T08:21:24.65Z" }, + { url = "https://files.pythonhosted.org/packages/8e/87/24f541b6d62b1794939ae6422f8023703bbf6900378b2b34e0b4384dfefd/scikit_learn-1.7.2-cp314-cp314-win_amd64.whl", hash = "sha256:bb24510ed3f9f61476181e4db51ce801e2ba37541def12dc9333b946fc7a9cf8", size = 8820007, upload-time = "2025-09-09T08:21:26.713Z" }, +] + +[[package]] +name = "scipy" +version = "1.16.2" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/4c/3b/546a6f0bfe791bbb7f8d591613454d15097e53f906308ec6f7c1ce588e8e/scipy-1.16.2.tar.gz", hash = "sha256:af029b153d243a80afb6eabe40b0a07f8e35c9adc269c019f364ad747f826a6b", size = 30580599, upload-time = "2025-09-11T17:48:08.271Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b7/8d/6396e00db1282279a4ddd507c5f5e11f606812b608ee58517ce8abbf883f/scipy-1.16.2-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:89d6c100fa5c48472047632e06f0876b3c4931aac1f4291afc81a3644316bb0d", size = 36646259, upload-time = "2025-09-11T17:40:39.329Z" }, + { url = "https://files.pythonhosted.org/packages/3b/93/ea9edd7e193fceb8eef149804491890bde73fb169c896b61aa3e2d1e4e77/scipy-1.16.2-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:ca748936cd579d3f01928b30a17dc474550b01272d8046e3e1ee593f23620371", size = 28888976, upload-time = "2025-09-11T17:40:46.82Z" }, + { url = "https://files.pythonhosted.org/packages/91/4d/281fddc3d80fd738ba86fd3aed9202331180b01e2c78eaae0642f22f7e83/scipy-1.16.2-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:fac4f8ce2ddb40e2e3d0f7ec36d2a1e7f92559a2471e59aec37bd8d9de01fec0", size = 20879905, upload-time = "2025-09-11T17:40:52.545Z" }, + { url = "https://files.pythonhosted.org/packages/69/40/b33b74c84606fd301b2915f0062e45733c6ff5708d121dd0deaa8871e2d0/scipy-1.16.2-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:033570f1dcefd79547a88e18bccacff025c8c647a330381064f561d43b821232", size = 23553066, upload-time = "2025-09-11T17:40:59.014Z" }, + { url = "https://files.pythonhosted.org/packages/55/a7/22c739e2f21a42cc8f16bc76b47cff4ed54fbe0962832c589591c2abec34/scipy-1.16.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ea3421209bf00c8a5ef2227de496601087d8f638a2363ee09af059bd70976dc1", size = 33336407, upload-time = "2025-09-11T17:41:06.796Z" }, + { url = "https://files.pythonhosted.org/packages/53/11/a0160990b82999b45874dc60c0c183d3a3a969a563fffc476d5a9995c407/scipy-1.16.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f66bd07ba6f84cd4a380b41d1bf3c59ea488b590a2ff96744845163309ee8e2f", size = 35673281, upload-time = "2025-09-11T17:41:15.055Z" }, + { url = "https://files.pythonhosted.org/packages/96/53/7ef48a4cfcf243c3d0f1643f5887c81f29fdf76911c4e49331828e19fc0a/scipy-1.16.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:5e9feab931bd2aea4a23388c962df6468af3d808ddf2d40f94a81c5dc38f32ef", size = 36004222, upload-time = "2025-09-11T17:41:23.868Z" }, + { url = "https://files.pythonhosted.org/packages/49/7f/71a69e0afd460049d41c65c630c919c537815277dfea214031005f474d78/scipy-1.16.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:03dfc75e52f72cf23ec2ced468645321407faad8f0fe7b1f5b49264adbc29cb1", size = 38664586, upload-time = "2025-09-11T17:41:31.021Z" }, + { url = "https://files.pythonhosted.org/packages/34/95/20e02ca66fb495a95fba0642fd48e0c390d0ece9b9b14c6e931a60a12dea/scipy-1.16.2-cp312-cp312-win_amd64.whl", hash = "sha256:0ce54e07bbb394b417457409a64fd015be623f36e330ac49306433ffe04bc97e", size = 38550641, upload-time = "2025-09-11T17:41:36.61Z" }, + { url = "https://files.pythonhosted.org/packages/92/ad/13646b9beb0a95528ca46d52b7babafbe115017814a611f2065ee4e61d20/scipy-1.16.2-cp312-cp312-win_arm64.whl", hash = "sha256:2a8ffaa4ac0df81a0b94577b18ee079f13fecdb924df3328fc44a7dc5ac46851", size = 25456070, upload-time = "2025-09-11T17:41:41.3Z" }, + { url = "https://files.pythonhosted.org/packages/c1/27/c5b52f1ee81727a9fc457f5ac1e9bf3d6eab311805ea615c83c27ba06400/scipy-1.16.2-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:84f7bf944b43e20b8a894f5fe593976926744f6c185bacfcbdfbb62736b5cc70", size = 36604856, upload-time = "2025-09-11T17:41:47.695Z" }, + { url = "https://files.pythonhosted.org/packages/32/a9/15c20d08e950b540184caa8ced675ba1128accb0e09c653780ba023a4110/scipy-1.16.2-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:5c39026d12edc826a1ef2ad35ad1e6d7f087f934bb868fc43fa3049c8b8508f9", size = 28864626, upload-time = "2025-09-11T17:41:52.642Z" }, + { url = "https://files.pythonhosted.org/packages/4c/fc/ea36098df653cca26062a627c1a94b0de659e97127c8491e18713ca0e3b9/scipy-1.16.2-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:e52729ffd45b68777c5319560014d6fd251294200625d9d70fd8626516fc49f5", size = 20855689, upload-time = "2025-09-11T17:41:57.886Z" }, + { url = "https://files.pythonhosted.org/packages/dc/6f/d0b53be55727f3e6d7c72687ec18ea6d0047cf95f1f77488b99a2bafaee1/scipy-1.16.2-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:024dd4a118cccec09ca3209b7e8e614931a6ffb804b2a601839499cb88bdf925", size = 23512151, upload-time = "2025-09-11T17:42:02.303Z" }, + { url = "https://files.pythonhosted.org/packages/11/85/bf7dab56e5c4b1d3d8eef92ca8ede788418ad38a7dc3ff50262f00808760/scipy-1.16.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7a5dc7ee9c33019973a470556081b0fd3c9f4c44019191039f9769183141a4d9", size = 33329824, upload-time = "2025-09-11T17:42:07.549Z" }, + { url = "https://files.pythonhosted.org/packages/da/6a/1a927b14ddc7714111ea51f4e568203b2bb6ed59bdd036d62127c1a360c8/scipy-1.16.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c2275ff105e508942f99d4e3bc56b6ef5e4b3c0af970386ca56b777608ce95b7", size = 35681881, upload-time = "2025-09-11T17:42:13.255Z" }, + { url = "https://files.pythonhosted.org/packages/c1/5f/331148ea5780b4fcc7007a4a6a6ee0a0c1507a796365cc642d4d226e1c3a/scipy-1.16.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:af80196eaa84f033e48444d2e0786ec47d328ba00c71e4299b602235ffef9acb", size = 36006219, upload-time = "2025-09-11T17:42:18.765Z" }, + { url = "https://files.pythonhosted.org/packages/46/3a/e991aa9d2aec723b4a8dcfbfc8365edec5d5e5f9f133888067f1cbb7dfc1/scipy-1.16.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9fb1eb735fe3d6ed1f89918224e3385fbf6f9e23757cacc35f9c78d3b712dd6e", size = 38682147, upload-time = "2025-09-11T17:42:25.177Z" }, + { url = "https://files.pythonhosted.org/packages/a1/57/0f38e396ad19e41b4c5db66130167eef8ee620a49bc7d0512e3bb67e0cab/scipy-1.16.2-cp313-cp313-win_amd64.whl", hash = "sha256:fda714cf45ba43c9d3bae8f2585c777f64e3f89a2e073b668b32ede412d8f52c", size = 38520766, upload-time = "2025-09-11T17:43:25.342Z" }, + { url = "https://files.pythonhosted.org/packages/1b/a5/85d3e867b6822d331e26c862a91375bb7746a0b458db5effa093d34cdb89/scipy-1.16.2-cp313-cp313-win_arm64.whl", hash = "sha256:2f5350da923ccfd0b00e07c3e5cfb316c1c0d6c1d864c07a72d092e9f20db104", size = 25451169, upload-time = "2025-09-11T17:43:30.198Z" }, + { url = "https://files.pythonhosted.org/packages/09/d9/60679189bcebda55992d1a45498de6d080dcaf21ce0c8f24f888117e0c2d/scipy-1.16.2-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:53d8d2ee29b925344c13bda64ab51785f016b1b9617849dac10897f0701b20c1", size = 37012682, upload-time = "2025-09-11T17:42:30.677Z" }, + { url = "https://files.pythonhosted.org/packages/83/be/a99d13ee4d3b7887a96f8c71361b9659ba4ef34da0338f14891e102a127f/scipy-1.16.2-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:9e05e33657efb4c6a9d23bd8300101536abd99c85cca82da0bffff8d8764d08a", size = 29389926, upload-time = "2025-09-11T17:42:35.845Z" }, + { url = "https://files.pythonhosted.org/packages/bf/0a/130164a4881cec6ca8c00faf3b57926f28ed429cd6001a673f83c7c2a579/scipy-1.16.2-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:7fe65b36036357003b3ef9d37547abeefaa353b237e989c21027b8ed62b12d4f", size = 21381152, upload-time = "2025-09-11T17:42:40.07Z" }, + { url = "https://files.pythonhosted.org/packages/47/a6/503ffb0310ae77fba874e10cddfc4a1280bdcca1d13c3751b8c3c2996cf8/scipy-1.16.2-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:6406d2ac6d40b861cccf57f49592f9779071655e9f75cd4f977fa0bdd09cb2e4", size = 23914410, upload-time = "2025-09-11T17:42:44.313Z" }, + { url = "https://files.pythonhosted.org/packages/fa/c7/1147774bcea50d00c02600aadaa919facbd8537997a62496270133536ed6/scipy-1.16.2-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ff4dc42bd321991fbf611c23fc35912d690f731c9914bf3af8f417e64aca0f21", size = 33481880, upload-time = "2025-09-11T17:42:49.325Z" }, + { url = "https://files.pythonhosted.org/packages/6a/74/99d5415e4c3e46b2586f30cdbecb95e101c7192628a484a40dd0d163811a/scipy-1.16.2-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:654324826654d4d9133e10675325708fb954bc84dae6e9ad0a52e75c6b1a01d7", size = 35791425, upload-time = "2025-09-11T17:42:54.711Z" }, + { url = "https://files.pythonhosted.org/packages/1b/ee/a6559de7c1cc710e938c0355d9d4fbcd732dac4d0d131959d1f3b63eb29c/scipy-1.16.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:63870a84cd15c44e65220eaed2dac0e8f8b26bbb991456a033c1d9abfe8a94f8", size = 36178622, upload-time = "2025-09-11T17:43:00.375Z" }, + { url = "https://files.pythonhosted.org/packages/4e/7b/f127a5795d5ba8ece4e0dce7d4a9fb7cb9e4f4757137757d7a69ab7d4f1a/scipy-1.16.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:fa01f0f6a3050fa6a9771a95d5faccc8e2f5a92b4a2e5440a0fa7264a2398472", size = 38783985, upload-time = "2025-09-11T17:43:06.661Z" }, + { url = "https://files.pythonhosted.org/packages/3e/9f/bc81c1d1e033951eb5912cd3750cc005943afa3e65a725d2443a3b3c4347/scipy-1.16.2-cp313-cp313t-win_amd64.whl", hash = "sha256:116296e89fba96f76353a8579820c2512f6e55835d3fad7780fece04367de351", size = 38631367, upload-time = "2025-09-11T17:43:14.44Z" }, + { url = "https://files.pythonhosted.org/packages/d6/5e/2cc7555fd81d01814271412a1d59a289d25f8b63208a0a16c21069d55d3e/scipy-1.16.2-cp313-cp313t-win_arm64.whl", hash = "sha256:98e22834650be81d42982360382b43b17f7ba95e0e6993e2a4f5b9ad9283a94d", size = 25787992, upload-time = "2025-09-11T17:43:19.745Z" }, + { url = "https://files.pythonhosted.org/packages/8b/ac/ad8951250516db71619f0bd3b2eb2448db04b720a003dd98619b78b692c0/scipy-1.16.2-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:567e77755019bb7461513c87f02bb73fb65b11f049aaaa8ca17cfaa5a5c45d77", size = 36595109, upload-time = "2025-09-11T17:43:35.713Z" }, + { url = "https://files.pythonhosted.org/packages/ff/f6/5779049ed119c5b503b0f3dc6d6f3f68eefc3a9190d4ad4c276f854f051b/scipy-1.16.2-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:17d9bb346194e8967296621208fcdfd39b55498ef7d2f376884d5ac47cec1a70", size = 28859110, upload-time = "2025-09-11T17:43:40.814Z" }, + { url = "https://files.pythonhosted.org/packages/82/09/9986e410ae38bf0a0c737ff8189ac81a93b8e42349aac009891c054403d7/scipy-1.16.2-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:0a17541827a9b78b777d33b623a6dcfe2ef4a25806204d08ead0768f4e529a88", size = 20850110, upload-time = "2025-09-11T17:43:44.981Z" }, + { url = "https://files.pythonhosted.org/packages/0d/ad/485cdef2d9215e2a7df6d61b81d2ac073dfacf6ae24b9ae87274c4e936ae/scipy-1.16.2-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:d7d4c6ba016ffc0f9568d012f5f1eb77ddd99412aea121e6fa8b4c3b7cbad91f", size = 23497014, upload-time = "2025-09-11T17:43:49.074Z" }, + { url = "https://files.pythonhosted.org/packages/a7/74/f6a852e5d581122b8f0f831f1d1e32fb8987776ed3658e95c377d308ed86/scipy-1.16.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:9702c4c023227785c779cba2e1d6f7635dbb5b2e0936cdd3a4ecb98d78fd41eb", size = 33401155, upload-time = "2025-09-11T17:43:54.661Z" }, + { url = "https://files.pythonhosted.org/packages/d9/f5/61d243bbc7c6e5e4e13dde9887e84a5cbe9e0f75fd09843044af1590844e/scipy-1.16.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d1cdf0ac28948d225decdefcc45ad7dd91716c29ab56ef32f8e0d50657dffcc7", size = 35691174, upload-time = "2025-09-11T17:44:00.101Z" }, + { url = "https://files.pythonhosted.org/packages/03/99/59933956331f8cc57e406cdb7a483906c74706b156998f322913e789c7e1/scipy-1.16.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:70327d6aa572a17c2941cdfb20673f82e536e91850a2e4cb0c5b858b690e1548", size = 36070752, upload-time = "2025-09-11T17:44:05.619Z" }, + { url = "https://files.pythonhosted.org/packages/c6/7d/00f825cfb47ee19ef74ecf01244b43e95eae74e7e0ff796026ea7cd98456/scipy-1.16.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5221c0b2a4b58aa7c4ed0387d360fd90ee9086d383bb34d9f2789fafddc8a936", size = 38701010, upload-time = "2025-09-11T17:44:11.322Z" }, + { url = "https://files.pythonhosted.org/packages/e4/9f/b62587029980378304ba5a8563d376c96f40b1e133daacee76efdcae32de/scipy-1.16.2-cp314-cp314-win_amd64.whl", hash = "sha256:f5a85d7b2b708025af08f060a496dd261055b617d776fc05a1a1cc69e09fe9ff", size = 39360061, upload-time = "2025-09-11T17:45:09.814Z" }, + { url = "https://files.pythonhosted.org/packages/82/04/7a2f1609921352c7fbee0815811b5050582f67f19983096c4769867ca45f/scipy-1.16.2-cp314-cp314-win_arm64.whl", hash = "sha256:2cc73a33305b4b24556957d5857d6253ce1e2dcd67fa0ff46d87d1670b3e1e1d", size = 26126914, upload-time = "2025-09-11T17:45:14.73Z" }, + { url = "https://files.pythonhosted.org/packages/51/b9/60929ce350c16b221928725d2d1d7f86cf96b8bc07415547057d1196dc92/scipy-1.16.2-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:9ea2a3fed83065d77367775d689401a703d0f697420719ee10c0780bcab594d8", size = 37013193, upload-time = "2025-09-11T17:44:16.757Z" }, + { url = "https://files.pythonhosted.org/packages/2a/41/ed80e67782d4bc5fc85a966bc356c601afddd175856ba7c7bb6d9490607e/scipy-1.16.2-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:7280d926f11ca945c3ef92ba960fa924e1465f8d07ce3a9923080363390624c4", size = 29390172, upload-time = "2025-09-11T17:44:21.783Z" }, + { url = "https://files.pythonhosted.org/packages/c4/a3/2f673ace4090452696ccded5f5f8efffb353b8f3628f823a110e0170b605/scipy-1.16.2-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:8afae1756f6a1fe04636407ef7dbece33d826a5d462b74f3d0eb82deabefd831", size = 21381326, upload-time = "2025-09-11T17:44:25.982Z" }, + { url = "https://files.pythonhosted.org/packages/42/bf/59df61c5d51395066c35836b78136accf506197617c8662e60ea209881e1/scipy-1.16.2-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:5c66511f29aa8d233388e7416a3f20d5cae7a2744d5cee2ecd38c081f4e861b3", size = 23915036, upload-time = "2025-09-11T17:44:30.527Z" }, + { url = "https://files.pythonhosted.org/packages/91/c3/edc7b300dc16847ad3672f1a6f3f7c5d13522b21b84b81c265f4f2760d4a/scipy-1.16.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:efe6305aeaa0e96b0ccca5ff647a43737d9a092064a3894e46c414db84bc54ac", size = 33484341, upload-time = "2025-09-11T17:44:35.981Z" }, + { url = "https://files.pythonhosted.org/packages/26/c7/24d1524e72f06ff141e8d04b833c20db3021020563272ccb1b83860082a9/scipy-1.16.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7f3a337d9ae06a1e8d655ee9d8ecb835ea5ddcdcbd8d23012afa055ab014f374", size = 35790840, upload-time = "2025-09-11T17:44:41.76Z" }, + { url = "https://files.pythonhosted.org/packages/aa/b7/5aaad984eeedd56858dc33d75efa59e8ce798d918e1033ef62d2708f2c3d/scipy-1.16.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bab3605795d269067d8ce78a910220262711b753de8913d3deeaedb5dded3bb6", size = 36174716, upload-time = "2025-09-11T17:44:47.316Z" }, + { url = "https://files.pythonhosted.org/packages/fd/c2/e276a237acb09824822b0ada11b028ed4067fdc367a946730979feacb870/scipy-1.16.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b0348d8ddb55be2a844c518cd8cc8deeeb8aeba707cf834db5758fc89b476a2c", size = 38790088, upload-time = "2025-09-11T17:44:53.011Z" }, + { url = "https://files.pythonhosted.org/packages/c6/b4/5c18a766e8353015439f3780f5fc473f36f9762edc1a2e45da3ff5a31b21/scipy-1.16.2-cp314-cp314t-win_amd64.whl", hash = "sha256:26284797e38b8a75e14ea6631d29bda11e76ceaa6ddb6fdebbfe4c4d90faf2f9", size = 39457455, upload-time = "2025-09-11T17:44:58.899Z" }, + { url = "https://files.pythonhosted.org/packages/97/30/2f9a5243008f76dfc5dee9a53dfb939d9b31e16ce4bd4f2e628bfc5d89d2/scipy-1.16.2-cp314-cp314t-win_arm64.whl", hash = "sha256:d2a4472c231328d4de38d5f1f68fdd6d28a615138f842580a8a321b5845cf779", size = 26448374, upload-time = "2025-09-11T17:45:03.45Z" }, +] + +[[package]] +name = "six" +version = "1.17.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031, upload-time = "2024-12-04T17:35:28.174Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" }, +] + +[[package]] +name = "statsmodels" +version = "0.14.5" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "numpy" }, + { name = "packaging" }, + { name = "pandas" }, + { name = "patsy" }, + { name = "scipy" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/64/cc/8c1bf59bf8203dea1bf2ea811cfe667d7bcc6909c83d8afb02b08e30f50b/statsmodels-0.14.5.tar.gz", hash = "sha256:de260e58cccfd2ceddf835b55a357233d6ca853a1aa4f90f7553a52cc71c6ddf", size = 20525016, upload-time = "2025-07-07T12:14:23.195Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5f/a5/fcc4f5f16355660ce7a1742e28a43e3a9391b492fc4ff29fdd6893e81c05/statsmodels-0.14.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:37e7364a39f9aa3b51d15a208c2868b90aadb8412f868530f5cba9197cb00eaa", size = 10042891, upload-time = "2025-07-07T12:13:41.671Z" }, + { url = "https://files.pythonhosted.org/packages/1c/6f/db0cf5efa48277ac6218d9b981c8fd5e63c4c43e0d9d65015fdc38eed0ef/statsmodels-0.14.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4263d7f4d0f1d5ac6eb4db22e1ee34264a14d634b9332c975c9d9109b6b46e12", size = 9698912, upload-time = "2025-07-07T12:07:54.674Z" }, + { url = "https://files.pythonhosted.org/packages/4a/93/4ddc3bc4a59c51e6a57c49df1b889882c40d9e141e855b3517f6a8de3232/statsmodels-0.14.5-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:86224f6e36f38486e471e75759d241fe2912d8bc25ab157d54ee074c6aedbf45", size = 10237801, upload-time = "2025-07-07T14:23:12.593Z" }, + { url = "https://files.pythonhosted.org/packages/66/de/dc6bf2f6e8c8eb4c5815560ebdbdf2d69a767bc0f65fde34bc086cf5b36d/statsmodels-0.14.5-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c3dd760a6fa80cd5e0371685c697bb9c2c0e6e1f394d975e596a1e6d0bbb9372", size = 10424154, upload-time = "2025-07-07T14:23:25.365Z" }, + { url = "https://files.pythonhosted.org/packages/16/4f/2d5a8d14bebdf2b03b3ea89b8c6a2c837bb406ba5b7a41add8bd303bce29/statsmodels-0.14.5-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6264fb00e02f858b86bd01ef2dc05055a71d4a0cc7551b9976b07b0f0e6cf24f", size = 10652915, upload-time = "2025-07-07T14:23:39.337Z" }, + { url = "https://files.pythonhosted.org/packages/df/4c/2feda3a9f0e17444a84ba5398ada6a4d2e1b8f832760048f04e2b8ea0c41/statsmodels-0.14.5-cp312-cp312-win_amd64.whl", hash = "sha256:b2ed065bfbaf8bb214c7201656df840457c2c8c65e1689e3eb09dc7440f9c61c", size = 9611236, upload-time = "2025-07-07T12:08:06.794Z" }, + { url = "https://files.pythonhosted.org/packages/84/fd/4c374108cf108b3130240a5b45847a61f70ddf973429044a81a05189b046/statsmodels-0.14.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:906263134dd1a640e55ecb01fda4a9be7b9e08558dba9e4c4943a486fdb0c9c8", size = 10013958, upload-time = "2025-07-07T14:35:01.04Z" }, + { url = "https://files.pythonhosted.org/packages/5a/36/bf3d7f0e36acd3ba9ec0babd79ace25506b6872780cbd710fb7cd31f0fa2/statsmodels-0.14.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:9118f76344f77cffbb3a9cbcff8682b325be5eed54a4b3253e09da77a74263d3", size = 9674243, upload-time = "2025-07-07T12:08:22.571Z" }, + { url = "https://files.pythonhosted.org/packages/90/ce/a55a6f37b5277683ceccd965a5828b24672bbc427db6b3969ae0b0fc29fb/statsmodels-0.14.5-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9dc4ee159070557c9a6c000625d85f653de437772fe7086857cff68f501afe45", size = 10219521, upload-time = "2025-07-07T14:23:52.646Z" }, + { url = "https://files.pythonhosted.org/packages/1e/48/973da1ee8bc0743519759e74c3615b39acdc3faf00e0a0710f8c856d8c9d/statsmodels-0.14.5-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5a085d47c8ef5387279a991633883d0e700de2b0acc812d7032d165888627bef", size = 10453538, upload-time = "2025-07-07T14:24:06.959Z" }, + { url = "https://files.pythonhosted.org/packages/c7/d6/18903fb707afd31cf1edaec5201964dbdacb2bfae9a22558274647a7c88f/statsmodels-0.14.5-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9f866b2ebb2904b47c342d00def83c526ef2eb1df6a9a3c94ba5fe63d0005aec", size = 10681584, upload-time = "2025-07-07T14:24:21.038Z" }, + { url = "https://files.pythonhosted.org/packages/44/d6/80df1bbbfcdc50bff4152f43274420fa9856d56e234d160d6206eb1f5827/statsmodels-0.14.5-cp313-cp313-win_amd64.whl", hash = "sha256:2a06bca03b7a492f88c8106103ab75f1a5ced25de90103a89f3a287518017939", size = 9604641, upload-time = "2025-07-07T12:08:36.23Z" }, +] + +[[package]] +name = "threadpoolctl" +version = "3.6.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/b7/4d/08c89e34946fce2aec4fbb45c9016efd5f4d7f24af8e5d93296e935631d8/threadpoolctl-3.6.0.tar.gz", hash = "sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e", size = 21274, upload-time = "2025-03-13T13:49:23.031Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb", size = 18638, upload-time = "2025-03-13T13:49:21.846Z" }, +] + +[[package]] +name = "tqdm" +version = "4.67.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "colorama", marker = "sys_platform == 'win32'" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/a8/4b/29b4ef32e036bb34e4ab51796dd745cdba7ed47ad142a9f4a1eb8e0c744d/tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2", size = 169737, upload-time = "2024-11-24T20:12:22.481Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2", size = 78540, upload-time = "2024-11-24T20:12:19.698Z" }, +] + +[[package]] +name = "tzdata" +version = "2025.2" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/95/32/1a225d6164441be760d75c2c42e2780dc0873fe382da3e98a2e1e48361e5/tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9", size = 196380, upload-time = "2025-03-23T13:54:43.652Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8", size = 347839, upload-time = "2025-03-23T13:54:41.845Z" }, +] From 42bb4ed3ca7bac787acfe95bc14845efdaaf3a1a Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:15:47 +0200 Subject: [PATCH 03/20] ci: switch to uv and only support python >=3.12 --- .github/workflows/ci.yml | 32 +++++++++++++------------------- 1 file changed, 13 insertions(+), 19 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 339a417..4ad89e2 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -13,29 +13,23 @@ jobs: runs-on: ubuntu-latest steps: - name: Check out repository - uses: actions/checkout@v2 - - name: Set up Python - uses: actions/setup-python@v2 + uses: actions/checkout@v4 + + - name: Install uv + uses: astral-sh/setup-uv@v5 with: - python-version: 3.10.7 + enable-cache: true + - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install -r requirements.txt - pip install pytest pytest-cov pytest-shell - python setup.py install - - name: Install Python Poetry - run: | - python -m pip install --upgrade pip - pip install poetry - poetry install --with dev + run: uv sync + - name: Generate coverage report - run: rm -rf zoutput && poetry run pytest --cov=causalspyne tests/ --cov-report=xml + run: rm -rf zoutput && uv run pytest --cov=causalspyne tests/ --cov-report=xml + - name: Upload coverage to Codecov - uses: codecov/codecov-action@v1 + uses: codecov/codecov-action@v4 with: + files: ./coverage.xml flags: unittests - env_vars: OS,PYTHON fail_ci_if_error: true - env: - CODECOV_TOKEN: 02ecb3ac-b7ce-4ea4-90a2-961c3d1a1030 + token: ${{ secrets.CODECOV_TOKEN }} From 2c3138df88d6d0655581305174c16d024d89323c Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:26:23 +0200 Subject: [PATCH 04/20] ci: simplify and clean up --- .github/workflows/ci.yml | 61 +++++++++++++-------- .github/workflows/python-package.yml | 82 ---------------------------- 2 files changed, 39 insertions(+), 104 deletions(-) delete mode 100644 .github/workflows/python-package.yml diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 4ad89e2..bb30bf6 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -9,27 +9,44 @@ on: jobs: test: - name: Run tests + name: Run tests and publish coverage runs-on: ubuntu-latest steps: - - name: Check out repository - uses: actions/checkout@v4 - - - name: Install uv - uses: astral-sh/setup-uv@v5 - with: - enable-cache: true - - - name: Install dependencies - run: uv sync - - - name: Generate coverage report - run: rm -rf zoutput && uv run pytest --cov=causalspyne tests/ --cov-report=xml - - - name: Upload coverage to Codecov - uses: codecov/codecov-action@v4 - with: - files: ./coverage.xml - flags: unittests - fail_ci_if_error: true - token: ${{ secrets.CODECOV_TOKEN }} + - name: Check out repository + uses: actions/checkout@v4 + + - name: Install uv + uses: astral-sh/setup-uv@v5 + with: + enable-cache: true + + - name: Install dependencies + run: uv sync + + - name: Run tests and generate coverage + run: | + rm -rf zoutput htmlcov + uv run pytest \ + --cov=causalspyne \ + --cov-report=xml:coverage.xml \ + --cov-report=html:htmlcov + + - name: Upload coverage to Codecov + uses: codecov/codecov-action@v4 + with: + files: ./coverage.xml + flags: unittests + fail_ci_if_error: true + token: ${{ secrets.CODECOV_TOKEN }} + + - name: Generate coverage badge + run: | + python -m pip install genbadge[coverage] + genbadge coverage -i - < coverage.xml > htmlcov/coverage-badge.svg + + - name: Deploy HTML coverage to GitHub Pages + uses: JamesIves/github-pages-deploy-action@v4 + with: + folder: htmlcov + clean: true + token: ${{ secrets.GITHUB_TOKEN }} diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml deleted file mode 100644 index 254fc2c..0000000 --- a/.github/workflows/python-package.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://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python - -name: Python package - -on: - push: - branches: [ "main" ] - pull_request: - branches: [ "main" ] - -jobs: - build: - - runs-on: ubuntu-latest - strategy: - fail-fast: false - matrix: - python-version: ["3.9", "3.10", "3.11"] - - steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v3 - with: - python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - sudo apt-get update - sudo apt-get install -y python3-dev graphviz libgraphviz-dev pkg-config - python -m pip install --upgrade pip - python -m pip install flake8 pytest - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - - name: Lint with flake8 - run: | - # stop the build if there are Python syntax errors or undefined names - flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics - # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide - flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics - - name: Test with pytest and generate coverage report - run: | - pytest - - deploy: - runs-on: ubuntu-latest - strategy: - fail-fast: false - matrix: - python-version: ["3.11"] - steps: - - uses: actions/checkout@v4 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v3 - with: - python-version: ${{ matrix.python-version }} - - name: Install dependencies - run: | - sudo apt-get update - sudo apt-get install -y python3-dev graphviz libgraphviz-dev pkg-config - python -m pip install --upgrade pip - python -m pip install pytest pytest-cov genbadge[coverage] - if [ -f requirements.txt ]; then pip install -r requirements.txt; fi - - name: Test with pytest and generate coverage report - run: | - pytest --cov=causalspyne --cov-report xml --cov-report html - - name: Generate test coverage badge - run: | - genbadge coverage -i - < coverage.xml - mv coverage-badge.svg htmlcov/ - - name: check if examples work - run: | - pip install pygraphviz - pip install . - python examples/example.py - python examples/fci.py - python examples/gin.py - pip install lingam - python examples/parcel_lingam.py - - name: Deploy coverage report - uses: JamesIves/github-pages-deploy-action@v4 - with: - folder: htmlcov/ From 16cf608102bd6444f2075fb628574bf269398d35 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:30:06 +0200 Subject: [PATCH 05/20] ci: restore run on pull requests --- .github/workflows/ci.yml | 44 ++++++++++++++++++++-------------------- 1 file changed, 22 insertions(+), 22 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index bb30bf6..dedb9f6 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -2,50 +2,50 @@ name: CI on: push: - branches: master + branches: [ master ] pull_request: - branches: master + branches: [ master ] workflow_dispatch: jobs: test: - name: Run tests and publish coverage + name: Run tests runs-on: ubuntu-latest steps: - - name: Check out repository - uses: actions/checkout@v4 - - - name: Install uv - uses: astral-sh/setup-uv@v5 + - uses: actions/checkout@v4 + - uses: astral-sh/setup-uv@v5 with: enable-cache: true - - - name: Install dependencies - run: uv sync - - - name: Run tests and generate coverage - run: | - rm -rf zoutput htmlcov + - run: uv sync + - run: | + rm -rf htmlcov coverage.xml uv run pytest \ --cov=causalspyne \ --cov-report=xml:coverage.xml \ --cov-report=html:htmlcov - - name: Upload coverage to Codecov - uses: codecov/codecov-action@v4 + - uses: codecov/codecov-action@v4 with: - files: ./coverage.xml + files: coverage.xml flags: unittests fail_ci_if_error: true token: ${{ secrets.CODECOV_TOKEN }} - - name: Generate coverage badge - run: | + - run: | python -m pip install genbadge[coverage] genbadge coverage -i - < coverage.xml > htmlcov/coverage-badge.svg - - name: Deploy HTML coverage to GitHub Pages - uses: JamesIves/github-pages-deploy-action@v4 + deploy: + name: Deploy HTML Coverage + runs-on: ubuntu-latest + needs: test + if: always() # deploy on both push and PR + environment: + name: github-pages # <- registers a deployment + url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/ + steps: + - uses: actions/checkout@v4 + - uses: JamesIves/github-pages-deploy-action@v4 with: folder: htmlcov clean: true From c86cf917b76cbdddb2bfebc18fcc7fe37fa5569a Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:32:05 +0200 Subject: [PATCH 06/20] refactor: remove vestigial files --- uv_gen_requirements.sh | 3 --- 1 file changed, 3 deletions(-) delete mode 100644 uv_gen_requirements.sh diff --git a/uv_gen_requirements.sh b/uv_gen_requirements.sh deleted file mode 100644 index 328daf2..0000000 --- a/uv_gen_requirements.sh +++ /dev/null @@ -1,3 +0,0 @@ -uv lock --upgrade -uv pip compile pyproject.toml -o requirements.txt - From e208630b823402086674e7170490deffa6cbddae Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:35:06 +0200 Subject: [PATCH 07/20] ci: split into main and preview --- .github/workflows/ci.yml | 26 ++++++++++++++++++++------ 1 file changed, 20 insertions(+), 6 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index dedb9f6..92d95cb 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -23,25 +23,39 @@ jobs: --cov=causalspyne \ --cov-report=xml:coverage.xml \ --cov-report=html:htmlcov - - uses: codecov/codecov-action@v4 with: files: coverage.xml flags: unittests fail_ci_if_error: true token: ${{ secrets.CODECOV_TOKEN }} - - run: | python -m pip install genbadge[coverage] genbadge coverage -i - < coverage.xml > htmlcov/coverage-badge.svg - deploy: - name: Deploy HTML Coverage + deploy-preview: + name: Deploy Preview Coverage + runs-on: ubuntu-latest + needs: test + if: github.event_name == 'pull_request' || github.event_name == 'workflow_dispatch' + environment: + name: preview + url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/uv-preview/ + steps: + - uses: actions/checkout@v4 + - uses: JamesIves/github-pages-deploy-action@v4 + with: + folder: htmlcov + clean: true + token: ${{ secrets.GITHUB_TOKEN }} + + deploy-production: + name: Deploy Production Coverage runs-on: ubuntu-latest needs: test - if: always() # deploy on both push and PR + if: github.ref == 'refs/heads/master' environment: - name: github-pages # <- registers a deployment + name: github-pages url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/ steps: - uses: actions/checkout@v4 From 03cdf3b1c4c6e3ad90bfab430d7c5ef4f6b66ee0 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:39:52 +0200 Subject: [PATCH 08/20] ci: add pytest-cov --- .github/workflows/ci.yml | 2 +- pyproject.toml | 1 + uv.lock | 94 +++++++++++++++++++++++++++++++++++++++- 3 files changed, 95 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 92d95cb..f8cde33 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -16,7 +16,7 @@ jobs: - uses: astral-sh/setup-uv@v5 with: enable-cache: true - - run: uv sync + - run: uv sync --with dev - run: | rm -rf htmlcov coverage.xml uv run pytest \ diff --git a/pyproject.toml b/pyproject.toml index 3e2d82e..bfdcf6e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -20,4 +20,5 @@ build-backend = "hatchling.build" [dependency-groups] dev = [ "pytest>=8.3.4", + "pytest-cov>=7.0.0", ] diff --git a/uv.lock b/uv.lock index 0b398c2..0216e97 100644 --- a/uv.lock +++ b/uv.lock @@ -40,6 +40,7 @@ dependencies = [ [package.dev-dependencies] dev = [ { name = "pytest" }, + { name = "pytest-cov" }, ] [package.metadata] @@ -53,7 +54,10 @@ requires-dist = [ ] [package.metadata.requires-dev] -dev = [{ name = "pytest", specifier = ">=8.3.4" }] +dev = [ + { name = "pytest", specifier = ">=8.3.4" }, + { name = "pytest-cov", specifier = ">=7.0.0" }, +] [[package]] name = "colorama" @@ -130,6 +134,80 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/ae/8c/469afb6465b853afff216f9528ffda78a915ff880ed58813ba4faf4ba0b6/contourpy-1.3.3-cp314-cp314t-win_arm64.whl", hash = "sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b", size = 203831, upload-time = "2025-07-26T12:02:51.449Z" }, ] +[[package]] +name = "coverage" +version = "7.11.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/1c/38/ee22495420457259d2f3390309505ea98f98a5eed40901cf62196abad006/coverage-7.11.0.tar.gz", hash = "sha256:167bd504ac1ca2af7ff3b81d245dfea0292c5032ebef9d66cc08a7d28c1b8050", size = 811905, upload-time = "2025-10-15T15:15:08.542Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c4/db/86f6906a7c7edc1a52b2c6682d6dd9be775d73c0dfe2b84f8923dfea5784/coverage-7.11.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9c49e77811cf9d024b95faf86c3f059b11c0c9be0b0d61bc598f453703bd6fd1", size = 216098, upload-time = "2025-10-15T15:13:02.916Z" }, + { url = "https://files.pythonhosted.org/packages/21/54/e7b26157048c7ba555596aad8569ff903d6cd67867d41b75287323678ede/coverage-7.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a61e37a403a778e2cda2a6a39abcc895f1d984071942a41074b5c7ee31642007", size = 216331, upload-time = "2025-10-15T15:13:04.403Z" }, + { url = "https://files.pythonhosted.org/packages/b9/19/1ce6bf444f858b83a733171306134a0544eaddf1ca8851ede6540a55b2ad/coverage-7.11.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:c79cae102bb3b1801e2ef1511fb50e91ec83a1ce466b2c7c25010d884336de46", size = 247825, upload-time = "2025-10-15T15:13:05.92Z" }, + { url = "https://files.pythonhosted.org/packages/71/0b/d3bcbbc259fcced5fb67c5d78f6e7ee965f49760c14afd931e9e663a83b2/coverage-7.11.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:16ce17ceb5d211f320b62df002fa7016b7442ea0fd260c11cec8ce7730954893", size = 250573, upload-time = "2025-10-15T15:13:07.471Z" }, + { url = "https://files.pythonhosted.org/packages/58/8d/b0ff3641a320abb047258d36ed1c21d16be33beed4152628331a1baf3365/coverage-7.11.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:80027673e9d0bd6aef86134b0771845e2da85755cf686e7c7c59566cf5a89115", size = 251706, upload-time = "2025-10-15T15:13:09.4Z" }, + { url = "https://files.pythonhosted.org/packages/59/c8/5a586fe8c7b0458053d9c687f5cff515a74b66c85931f7fe17a1c958b4ac/coverage-7.11.0-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:4d3ffa07a08657306cd2215b0da53761c4d73cb54d9143b9303a6481ec0cd415", size = 248221, upload-time = "2025-10-15T15:13:10.964Z" }, + { url = "https://files.pythonhosted.org/packages/d0/ff/3a25e3132804ba44cfa9a778cdf2b73dbbe63ef4b0945e39602fc896ba52/coverage-7.11.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a3b6a5f8b2524fd6c1066bc85bfd97e78709bb5e37b5b94911a6506b65f47186", size = 249624, upload-time = "2025-10-15T15:13:12.5Z" }, + { url = "https://files.pythonhosted.org/packages/c5/12/ff10c8ce3895e1b17a73485ea79ebc1896a9e466a9d0f4aef63e0d17b718/coverage-7.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:fcc0a4aa589de34bc56e1a80a740ee0f8c47611bdfb28cd1849de60660f3799d", size = 247744, upload-time = "2025-10-15T15:13:14.554Z" }, + { url = "https://files.pythonhosted.org/packages/16/02/d500b91f5471b2975947e0629b8980e5e90786fe316b6d7299852c1d793d/coverage-7.11.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:dba82204769d78c3fd31b35c3d5f46e06511936c5019c39f98320e05b08f794d", size = 247325, upload-time = "2025-10-15T15:13:16.438Z" }, + { url = "https://files.pythonhosted.org/packages/77/11/dee0284fbbd9cd64cfce806b827452c6df3f100d9e66188e82dfe771d4af/coverage-7.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:81b335f03ba67309a95210caf3eb43bd6fe75a4e22ba653ef97b4696c56c7ec2", size = 249180, upload-time = "2025-10-15T15:13:17.959Z" }, + { url = "https://files.pythonhosted.org/packages/59/1b/cdf1def928f0a150a057cab03286774e73e29c2395f0d30ce3d9e9f8e697/coverage-7.11.0-cp312-cp312-win32.whl", hash = "sha256:037b2d064c2f8cc8716fe4d39cb705779af3fbf1ba318dc96a1af858888c7bb5", size = 218479, upload-time = "2025-10-15T15:13:19.608Z" }, + { url = "https://files.pythonhosted.org/packages/ff/55/e5884d55e031da9c15b94b90a23beccc9d6beee65e9835cd6da0a79e4f3a/coverage-7.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:d66c0104aec3b75e5fd897e7940188ea1892ca1d0235316bf89286d6a22568c0", size = 219290, upload-time = "2025-10-15T15:13:21.593Z" }, + { url = "https://files.pythonhosted.org/packages/23/a8/faa930cfc71c1d16bc78f9a19bb73700464f9c331d9e547bfbc1dbd3a108/coverage-7.11.0-cp312-cp312-win_arm64.whl", hash = "sha256:d91ebeac603812a09cf6a886ba6e464f3bbb367411904ae3790dfe28311b15ad", size = 217924, upload-time = "2025-10-15T15:13:23.39Z" }, + { url = "https://files.pythonhosted.org/packages/60/7f/85e4dfe65e400645464b25c036a26ac226cf3a69d4a50c3934c532491cdd/coverage-7.11.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:cc3f49e65ea6e0d5d9bd60368684fe52a704d46f9e7fc413918f18d046ec40e1", size = 216129, upload-time = "2025-10-15T15:13:25.371Z" }, + { url = "https://files.pythonhosted.org/packages/96/5d/dc5fa98fea3c175caf9d360649cb1aa3715e391ab00dc78c4c66fabd7356/coverage-7.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f39ae2f63f37472c17b4990f794035c9890418b1b8cca75c01193f3c8d3e01be", size = 216380, upload-time = "2025-10-15T15:13:26.976Z" }, + { url = "https://files.pythonhosted.org/packages/b2/f5/3da9cc9596708273385189289c0e4d8197d37a386bdf17619013554b3447/coverage-7.11.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7db53b5cdd2917b6eaadd0b1251cf4e7d96f4a8d24e174bdbdf2f65b5ea7994d", size = 247375, upload-time = "2025-10-15T15:13:28.923Z" }, + { url = "https://files.pythonhosted.org/packages/65/6c/f7f59c342359a235559d2bc76b0c73cfc4bac7d61bb0df210965cb1ecffd/coverage-7.11.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:10ad04ac3a122048688387828b4537bc9cf60c0bf4869c1e9989c46e45690b82", size = 249978, upload-time = "2025-10-15T15:13:30.525Z" }, + { url = "https://files.pythonhosted.org/packages/e7/8c/042dede2e23525e863bf1ccd2b92689692a148d8b5fd37c37899ba882645/coverage-7.11.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4036cc9c7983a2b1f2556d574d2eb2154ac6ed55114761685657e38782b23f52", size = 251253, upload-time = "2025-10-15T15:13:32.174Z" }, + { url = "https://files.pythonhosted.org/packages/7b/a9/3c58df67bfa809a7bddd786356d9c5283e45d693edb5f3f55d0986dd905a/coverage-7.11.0-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:7ab934dd13b1c5e94b692b1e01bd87e4488cb746e3a50f798cb9464fd128374b", size = 247591, upload-time = "2025-10-15T15:13:34.147Z" }, + { url = "https://files.pythonhosted.org/packages/26/5b/c7f32efd862ee0477a18c41e4761305de6ddd2d49cdeda0c1116227570fd/coverage-7.11.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:59a6e5a265f7cfc05f76e3bb53eca2e0dfe90f05e07e849930fecd6abb8f40b4", size = 249411, upload-time = "2025-10-15T15:13:38.425Z" }, + { url = "https://files.pythonhosted.org/packages/76/b5/78cb4f1e86c1611431c990423ec0768122905b03837e1b4c6a6f388a858b/coverage-7.11.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:df01d6c4c81e15a7c88337b795bb7595a8596e92310266b5072c7e301168efbd", size = 247303, upload-time = "2025-10-15T15:13:40.464Z" }, + { url = "https://files.pythonhosted.org/packages/87/c9/23c753a8641a330f45f221286e707c427e46d0ffd1719b080cedc984ec40/coverage-7.11.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:8c934bd088eed6174210942761e38ee81d28c46de0132ebb1801dbe36a390dcc", size = 247157, upload-time = "2025-10-15T15:13:42.087Z" }, + { url = "https://files.pythonhosted.org/packages/c5/42/6e0cc71dc8a464486e944a4fa0d85bdec031cc2969e98ed41532a98336b9/coverage-7.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:5a03eaf7ec24078ad64a07f02e30060aaf22b91dedf31a6b24d0d98d2bba7f48", size = 248921, upload-time = "2025-10-15T15:13:43.715Z" }, + { url = "https://files.pythonhosted.org/packages/e8/1c/743c2ef665e6858cccb0f84377dfe3a4c25add51e8c7ef19249be92465b6/coverage-7.11.0-cp313-cp313-win32.whl", hash = "sha256:695340f698a5f56f795b2836abe6fb576e7c53d48cd155ad2f80fd24bc63a040", size = 218526, upload-time = "2025-10-15T15:13:45.336Z" }, + { url = "https://files.pythonhosted.org/packages/ff/d5/226daadfd1bf8ddbccefbd3aa3547d7b960fb48e1bdac124e2dd13a2b71a/coverage-7.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:2727d47fce3ee2bac648528e41455d1b0c46395a087a229deac75e9f88ba5a05", size = 219317, upload-time = "2025-10-15T15:13:47.401Z" }, + { url = "https://files.pythonhosted.org/packages/97/54/47db81dcbe571a48a298f206183ba8a7ba79200a37cd0d9f4788fcd2af4a/coverage-7.11.0-cp313-cp313-win_arm64.whl", hash = "sha256:0efa742f431529699712b92ecdf22de8ff198df41e43aeaaadf69973eb93f17a", size = 217948, upload-time = "2025-10-15T15:13:49.096Z" }, + { url = "https://files.pythonhosted.org/packages/e5/8b/cb68425420154e7e2a82fd779a8cc01549b6fa83c2ad3679cd6c088ebd07/coverage-7.11.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:587c38849b853b157706407e9ebdca8fd12f45869edb56defbef2daa5fb0812b", size = 216837, upload-time = "2025-10-15T15:13:51.09Z" }, + { url = "https://files.pythonhosted.org/packages/33/55/9d61b5765a025685e14659c8d07037247de6383c0385757544ffe4606475/coverage-7.11.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b971bdefdd75096163dd4261c74be813c4508477e39ff7b92191dea19f24cd37", size = 217061, upload-time = "2025-10-15T15:13:52.747Z" }, + { url = "https://files.pythonhosted.org/packages/52/85/292459c9186d70dcec6538f06ea251bc968046922497377bf4a1dc9a71de/coverage-7.11.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:269bfe913b7d5be12ab13a95f3a76da23cf147be7fa043933320ba5625f0a8de", size = 258398, upload-time = "2025-10-15T15:13:54.45Z" }, + { url = "https://files.pythonhosted.org/packages/1f/e2/46edd73fb8bf51446c41148d81944c54ed224854812b6ca549be25113ee0/coverage-7.11.0-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:dadbcce51a10c07b7c72b0ce4a25e4b6dcb0c0372846afb8e5b6307a121eb99f", size = 260574, upload-time = "2025-10-15T15:13:56.145Z" }, + { url = "https://files.pythonhosted.org/packages/07/5e/1df469a19007ff82e2ca8fe509822820a31e251f80ee7344c34f6cd2ec43/coverage-7.11.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9ed43fa22c6436f7957df036331f8fe4efa7af132054e1844918866cd228af6c", size = 262797, upload-time = "2025-10-15T15:13:58.635Z" }, + { url = "https://files.pythonhosted.org/packages/f9/50/de216b31a1434b94d9b34a964c09943c6be45069ec704bfc379d8d89a649/coverage-7.11.0-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:9516add7256b6713ec08359b7b05aeff8850c98d357784c7205b2e60aa2513fa", size = 257361, upload-time = "2025-10-15T15:14:00.409Z" }, + { url = "https://files.pythonhosted.org/packages/82/1e/3f9f8344a48111e152e0fd495b6fff13cc743e771a6050abf1627a7ba918/coverage-7.11.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:eb92e47c92fcbcdc692f428da67db33337fa213756f7adb6a011f7b5a7a20740", size = 260349, upload-time = "2025-10-15T15:14:02.188Z" }, + { url = "https://files.pythonhosted.org/packages/65/9b/3f52741f9e7d82124272f3070bbe316006a7de1bad1093f88d59bfc6c548/coverage-7.11.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:d06f4fc7acf3cabd6d74941d53329e06bab00a8fe10e4df2714f0b134bfc64ef", size = 258114, upload-time = "2025-10-15T15:14:03.907Z" }, + { url = "https://files.pythonhosted.org/packages/0b/8b/918f0e15f0365d50d3986bbd3338ca01178717ac5678301f3f547b6619e6/coverage-7.11.0-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:6fbcee1a8f056af07ecd344482f711f563a9eb1c2cad192e87df00338ec3cdb0", size = 256723, upload-time = "2025-10-15T15:14:06.324Z" }, + { url = "https://files.pythonhosted.org/packages/44/9e/7776829f82d3cf630878a7965a7d70cc6ca94f22c7d20ec4944f7148cb46/coverage-7.11.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dbbf012be5f32533a490709ad597ad8a8ff80c582a95adc8d62af664e532f9ca", size = 259238, upload-time = "2025-10-15T15:14:08.002Z" }, + { url = "https://files.pythonhosted.org/packages/9a/b8/49cf253e1e7a3bedb85199b201862dd7ca4859f75b6cf25ffa7298aa0760/coverage-7.11.0-cp313-cp313t-win32.whl", hash = "sha256:cee6291bb4fed184f1c2b663606a115c743df98a537c969c3c64b49989da96c2", size = 219180, upload-time = "2025-10-15T15:14:09.786Z" }, + { url = "https://files.pythonhosted.org/packages/ac/e1/1a541703826be7ae2125a0fb7f821af5729d56bb71e946e7b933cc7a89a4/coverage-7.11.0-cp313-cp313t-win_amd64.whl", hash = "sha256:a386c1061bf98e7ea4758e4313c0ab5ecf57af341ef0f43a0bf26c2477b5c268", size = 220241, upload-time = "2025-10-15T15:14:11.471Z" }, + { url = "https://files.pythonhosted.org/packages/d5/d1/5ee0e0a08621140fd418ec4020f595b4d52d7eb429ae6a0c6542b4ba6f14/coverage-7.11.0-cp313-cp313t-win_arm64.whl", hash = "sha256:f9ea02ef40bb83823b2b04964459d281688fe173e20643870bb5d2edf68bc836", size = 218510, upload-time = "2025-10-15T15:14:13.46Z" }, + { url = "https://files.pythonhosted.org/packages/f4/06/e923830c1985ce808e40a3fa3eb46c13350b3224b7da59757d37b6ce12b8/coverage-7.11.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:c770885b28fb399aaf2a65bbd1c12bf6f307ffd112d6a76c5231a94276f0c497", size = 216110, upload-time = "2025-10-15T15:14:15.157Z" }, + { url = "https://files.pythonhosted.org/packages/42/82/cdeed03bfead45203fb651ed756dfb5266028f5f939e7f06efac4041dad5/coverage-7.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a3d0e2087dba64c86a6b254f43e12d264b636a39e88c5cc0a01a7c71bcfdab7e", size = 216395, upload-time = "2025-10-15T15:14:16.863Z" }, + { url = "https://files.pythonhosted.org/packages/fc/ba/e1c80caffc3199aa699813f73ff097bc2df7b31642bdbc7493600a8f1de5/coverage-7.11.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:73feb83bb41c32811973b8565f3705caf01d928d972b72042b44e97c71fd70d1", size = 247433, upload-time = "2025-10-15T15:14:18.589Z" }, + { url = "https://files.pythonhosted.org/packages/80/c0/5b259b029694ce0a5bbc1548834c7ba3db41d3efd3474489d7efce4ceb18/coverage-7.11.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c6f31f281012235ad08f9a560976cc2fc9c95c17604ff3ab20120fe480169bca", size = 249970, upload-time = "2025-10-15T15:14:20.307Z" }, + { url = "https://files.pythonhosted.org/packages/8c/86/171b2b5e1aac7e2fd9b43f7158b987dbeb95f06d1fbecad54ad8163ae3e8/coverage-7.11.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e9570ad567f880ef675673992222746a124b9595506826b210fbe0ce3f0499cd", size = 251324, upload-time = "2025-10-15T15:14:22.419Z" }, + { url = "https://files.pythonhosted.org/packages/1a/7e/7e10414d343385b92024af3932a27a1caf75c6e27ee88ba211221ff1a145/coverage-7.11.0-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8badf70446042553a773547a61fecaa734b55dc738cacf20c56ab04b77425e43", size = 247445, upload-time = "2025-10-15T15:14:24.205Z" }, + { url = "https://files.pythonhosted.org/packages/c4/3b/e4f966b21f5be8c4bf86ad75ae94efa0de4c99c7bbb8114476323102e345/coverage-7.11.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a09c1211959903a479e389685b7feb8a17f59ec5a4ef9afde7650bd5eabc2777", size = 249324, upload-time = "2025-10-15T15:14:26.234Z" }, + { url = "https://files.pythonhosted.org/packages/00/a2/8479325576dfcd909244d0df215f077f47437ab852ab778cfa2f8bf4d954/coverage-7.11.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:5ef83b107f50db3f9ae40f69e34b3bd9337456c5a7fe3461c7abf8b75dd666a2", size = 247261, upload-time = "2025-10-15T15:14:28.42Z" }, + { url = "https://files.pythonhosted.org/packages/7b/d8/3a9e2db19d94d65771d0f2e21a9ea587d11b831332a73622f901157cc24b/coverage-7.11.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:f91f927a3215b8907e214af77200250bb6aae36eca3f760f89780d13e495388d", size = 247092, upload-time = "2025-10-15T15:14:30.784Z" }, + { url = "https://files.pythonhosted.org/packages/b3/b1/bbca3c472544f9e2ad2d5116b2379732957048be4b93a9c543fcd0207e5f/coverage-7.11.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:cdbcd376716d6b7fbfeedd687a6c4be019c5a5671b35f804ba76a4c0a778cba4", size = 248755, upload-time = "2025-10-15T15:14:32.585Z" }, + { url = "https://files.pythonhosted.org/packages/89/49/638d5a45a6a0f00af53d6b637c87007eb2297042186334e9923a61aa8854/coverage-7.11.0-cp314-cp314-win32.whl", hash = "sha256:bab7ec4bb501743edc63609320aaec8cd9188b396354f482f4de4d40a9d10721", size = 218793, upload-time = "2025-10-15T15:14:34.972Z" }, + { url = "https://files.pythonhosted.org/packages/30/cc/b675a51f2d068adb3cdf3799212c662239b0ca27f4691d1fff81b92ea850/coverage-7.11.0-cp314-cp314-win_amd64.whl", hash = "sha256:3d4ba9a449e9364a936a27322b20d32d8b166553bfe63059bd21527e681e2fad", size = 219587, upload-time = "2025-10-15T15:14:37.047Z" }, + { url = "https://files.pythonhosted.org/packages/93/98/5ac886876026de04f00820e5094fe22166b98dcb8b426bf6827aaf67048c/coverage-7.11.0-cp314-cp314-win_arm64.whl", hash = "sha256:ce37f215223af94ef0f75ac68ea096f9f8e8c8ec7d6e8c346ee45c0d363f0479", size = 218168, upload-time = "2025-10-15T15:14:38.861Z" }, + { url = "https://files.pythonhosted.org/packages/14/d1/b4145d35b3e3ecf4d917e97fc8895bcf027d854879ba401d9ff0f533f997/coverage-7.11.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:f413ce6e07e0d0dc9c433228727b619871532674b45165abafe201f200cc215f", size = 216850, upload-time = "2025-10-15T15:14:40.651Z" }, + { url = "https://files.pythonhosted.org/packages/ca/d1/7f645fc2eccd318369a8a9948acc447bb7c1ade2911e31d3c5620544c22b/coverage-7.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:05791e528a18f7072bf5998ba772fe29db4da1234c45c2087866b5ba4dea710e", size = 217071, upload-time = "2025-10-15T15:14:42.755Z" }, + { url = "https://files.pythonhosted.org/packages/54/7d/64d124649db2737ceced1dfcbdcb79898d5868d311730f622f8ecae84250/coverage-7.11.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:cacb29f420cfeb9283b803263c3b9a068924474ff19ca126ba9103e1278dfa44", size = 258570, upload-time = "2025-10-15T15:14:44.542Z" }, + { url = "https://files.pythonhosted.org/packages/6c/3f/6f5922f80dc6f2d8b2c6f974835c43f53eb4257a7797727e6ca5b7b2ec1f/coverage-7.11.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:314c24e700d7027ae3ab0d95fbf8d53544fca1f20345fd30cd219b737c6e58d3", size = 260738, upload-time = "2025-10-15T15:14:46.436Z" }, + { url = "https://files.pythonhosted.org/packages/0e/5f/9e883523c4647c860b3812b417a2017e361eca5b635ee658387dc11b13c1/coverage-7.11.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:630d0bd7a293ad2fc8b4b94e5758c8b2536fdf36c05f1681270203e463cbfa9b", size = 262994, upload-time = "2025-10-15T15:14:48.3Z" }, + { url = "https://files.pythonhosted.org/packages/07/bb/43b5a8e94c09c8bf51743ffc65c4c841a4ca5d3ed191d0a6919c379a1b83/coverage-7.11.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e89641f5175d65e2dbb44db15fe4ea48fade5d5bbb9868fdc2b4fce22f4a469d", size = 257282, upload-time = "2025-10-15T15:14:50.236Z" }, + { url = "https://files.pythonhosted.org/packages/aa/e5/0ead8af411411330b928733e1d201384b39251a5f043c1612970310e8283/coverage-7.11.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:c9f08ea03114a637dab06cedb2e914da9dc67fa52c6015c018ff43fdde25b9c2", size = 260430, upload-time = "2025-10-15T15:14:52.413Z" }, + { url = "https://files.pythonhosted.org/packages/ae/66/03dd8bb0ba5b971620dcaac145461950f6d8204953e535d2b20c6b65d729/coverage-7.11.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:ce9f3bde4e9b031eaf1eb61df95c1401427029ea1bfddb8621c1161dcb0fa02e", size = 258190, upload-time = "2025-10-15T15:14:54.268Z" }, + { url = "https://files.pythonhosted.org/packages/45/ae/28a9cce40bf3174426cb2f7e71ee172d98e7f6446dff936a7ccecee34b14/coverage-7.11.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:e4dc07e95495923d6fd4d6c27bf70769425b71c89053083843fd78f378558996", size = 256658, upload-time = "2025-10-15T15:14:56.436Z" }, + { url = "https://files.pythonhosted.org/packages/5c/7c/3a44234a8599513684bfc8684878fd7b126c2760f79712bb78c56f19efc4/coverage-7.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:424538266794db2861db4922b05d729ade0940ee69dcf0591ce8f69784db0e11", size = 259342, upload-time = "2025-10-15T15:14:58.538Z" }, + { url = "https://files.pythonhosted.org/packages/e1/e6/0108519cba871af0351725ebdb8660fd7a0fe2ba3850d56d32490c7d9b4b/coverage-7.11.0-cp314-cp314t-win32.whl", hash = "sha256:4c1eeb3fb8eb9e0190bebafd0462936f75717687117339f708f395fe455acc73", size = 219568, upload-time = "2025-10-15T15:15:00.382Z" }, + { url = "https://files.pythonhosted.org/packages/c9/76/44ba876e0942b4e62fdde23ccb029ddb16d19ba1bef081edd00857ba0b16/coverage-7.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b56efee146c98dbf2cf5cffc61b9829d1e94442df4d7398b26892a53992d3547", size = 220687, upload-time = "2025-10-15T15:15:02.322Z" }, + { url = "https://files.pythonhosted.org/packages/b9/0c/0df55ecb20d0d0ed5c322e10a441775e1a3a5d78c60f0c4e1abfe6fcf949/coverage-7.11.0-cp314-cp314t-win_arm64.whl", hash = "sha256:b5c2705afa83f49bd91962a4094b6b082f94aef7626365ab3f8f4bd159c5acf3", size = 218711, upload-time = "2025-10-15T15:15:04.575Z" }, + { url = "https://files.pythonhosted.org/packages/5f/04/642c1d8a448ae5ea1369eac8495740a79eb4e581a9fb0cbdce56bbf56da1/coverage-7.11.0-py3-none-any.whl", hash = "sha256:4b7589765348d78fb4e5fb6ea35d07564e387da2fc5efff62e0222971f155f68", size = 207761, upload-time = "2025-10-15T15:15:06.439Z" }, +] + [[package]] name = "cycler" version = "0.12.1" @@ -610,6 +688,20 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/a8/a4/20da314d277121d6534b3a980b29035dcd51e6744bd79075a6ce8fa4eb8d/pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79", size = 365750, upload-time = "2025-09-04T14:34:20.226Z" }, ] +[[package]] +name = "pytest-cov" +version = "7.0.0" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "coverage" }, + { name = "pluggy" }, + { name = "pytest" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/5e/f7/c933acc76f5208b3b00089573cf6a2bc26dc80a8aece8f52bb7d6b1855ca/pytest_cov-7.0.0.tar.gz", hash = "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1", size = 54328, upload-time = "2025-09-09T10:57:02.113Z" } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ee/49/1377b49de7d0c1ce41292161ea0f721913fa8722c19fb9c1e3aa0367eecb/pytest_cov-7.0.0-py3-none-any.whl", hash = "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861", size = 22424, upload-time = "2025-09-09T10:57:00.695Z" }, +] + [[package]] name = "python-dateutil" version = "2.9.0.post0" From 2f3a3202da4f1524555a43721ae542c9f1595ee2 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:45:54 +0200 Subject: [PATCH 09/20] fix: uv sync --dev --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index f8cde33..12ea1ce 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -16,7 +16,7 @@ jobs: - uses: astral-sh/setup-uv@v5 with: enable-cache: true - - run: uv sync --with dev + - run: uv sync --dev - run: | rm -rf htmlcov coverage.xml uv run pytest \ From 850d2826f381b4707a5c5a0898abc6c7909caa85 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:52:03 +0200 Subject: [PATCH 10/20] fix: ci htmlcov folder --- .github/workflows/ci.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 12ea1ce..57ad3e8 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -45,7 +45,7 @@ jobs: - uses: actions/checkout@v4 - uses: JamesIves/github-pages-deploy-action@v4 with: - folder: htmlcov + folder: causalspyne/htmlcov clean: true token: ${{ secrets.GITHUB_TOKEN }} @@ -61,6 +61,6 @@ jobs: - uses: actions/checkout@v4 - uses: JamesIves/github-pages-deploy-action@v4 with: - folder: htmlcov + folder: causalspyne/htmlcov clean: true token: ${{ secrets.GITHUB_TOKEN }} From 1a1e4d9a7de10fc6707a0575e9a5c07350a15769 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 10:55:59 +0200 Subject: [PATCH 11/20] ci: fix path trouble --- .github/workflows/ci.yml | 65 ++++++++++++++++++---------------------- 1 file changed, 29 insertions(+), 36 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 57ad3e8..e863187 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -1,66 +1,59 @@ -name: CI - -on: - push: - branches: [ master ] - pull_request: - branches: [ master ] - workflow_dispatch: - jobs: test: - name: Run tests runs-on: ubuntu-latest + defaults: + run: + working-directory: causalspyne steps: - - uses: actions/checkout@v4 - - uses: astral-sh/setup-uv@v5 + - name: Check out repository + uses: actions/checkout@v4 + + - name: Install uv + uses: astral-sh/setup-uv@v5 with: enable-cache: true - - run: uv sync --dev - - run: | + + - name: Install dependencies (including dev) + run: uv sync --dev + + - name: Run tests and generate coverage + run: | rm -rf htmlcov coverage.xml uv run pytest \ --cov=causalspyne \ --cov-report=xml:coverage.xml \ --cov-report=html:htmlcov - - uses: codecov/codecov-action@v4 + + - name: Upload coverage to Codecov + uses: codecov/codecov-action@v4 with: files: coverage.xml flags: unittests fail_ci_if_error: true token: ${{ secrets.CODECOV_TOKEN }} - - run: | + + - name: Generate coverage badge + run: | python -m pip install genbadge[coverage] genbadge coverage -i - < coverage.xml > htmlcov/coverage-badge.svg deploy-preview: - name: Deploy Preview Coverage - runs-on: ubuntu-latest needs: test + runs-on: ubuntu-latest if: github.event_name == 'pull_request' || github.event_name == 'workflow_dispatch' environment: name: preview url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/uv-preview/ + defaults: + run: + working-directory: causalspyne steps: - - uses: actions/checkout@v4 - - uses: JamesIves/github-pages-deploy-action@v4 - with: - folder: causalspyne/htmlcov - clean: true - token: ${{ secrets.GITHUB_TOKEN }} + - name: Check out repository + uses: actions/checkout@v4 - deploy-production: - name: Deploy Production Coverage - runs-on: ubuntu-latest - needs: test - if: github.ref == 'refs/heads/master' - environment: - name: github-pages - url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/ - steps: - - uses: actions/checkout@v4 - - uses: JamesIves/github-pages-deploy-action@v4 + - name: Deploy Preview Coverage + uses: JamesIves/github-pages-deploy-action@v4 with: - folder: causalspyne/htmlcov + folder: htmlcov clean: true token: ${{ secrets.GITHUB_TOKEN }} From 8b6905dda05fa14b3a3c731b0a0fc637bd576c3f Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 11:00:24 +0200 Subject: [PATCH 12/20] fix: ci --- .github/workflows/ci.yml | 37 +++++++++++++++++++++++++++++++++++-- 1 file changed, 35 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index e863187..09c6206 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -1,5 +1,15 @@ +name: CI + +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + workflow_dispatch: + jobs: test: + name: Run tests and generate coverage runs-on: ubuntu-latest defaults: run: @@ -38,8 +48,9 @@ jobs: genbadge coverage -i - < coverage.xml > htmlcov/coverage-badge.svg deploy-preview: - needs: test + name: Deploy Preview Coverage runs-on: ubuntu-latest + needs: test if: github.event_name == 'pull_request' || github.event_name == 'workflow_dispatch' environment: name: preview @@ -51,7 +62,29 @@ jobs: - name: Check out repository uses: actions/checkout@v4 - - name: Deploy Preview Coverage + - name: Deploy to Preview + uses: JamesIves/github-pages-deploy-action@v4 + with: + folder: htmlcov + clean: true + token: ${{ secrets.GITHUB_TOKEN }} + + deploy-production: + name: Deploy Production Coverage + runs-on: ubuntu-latest + needs: test + if: github.ref == 'refs/heads/main' + environment: + name: github-pages + url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/ + defaults: + run: + working-directory: causalspyne + steps: + - name: Check out repository + uses: actions/checkout@v4 + + - name: Deploy to Production uses: JamesIves/github-pages-deploy-action@v4 with: folder: htmlcov From 7190d77266c5d81fe7c03605fd0df05b9387741d Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 11:02:57 +0200 Subject: [PATCH 13/20] fix: ci paths --- .github/workflows/ci.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 09c6206..5ecd833 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -11,9 +11,6 @@ jobs: test: name: Run tests and generate coverage runs-on: ubuntu-latest - defaults: - run: - working-directory: causalspyne steps: - name: Check out repository uses: actions/checkout@v4 From df4e655fceca47c3ca175e5221d0780bc434acc9 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 11:05:47 +0200 Subject: [PATCH 14/20] fix: ci paths --- .github/workflows/ci.yml | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 5ecd833..5d15cd8 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -52,9 +52,6 @@ jobs: environment: name: preview url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/uv-preview/ - defaults: - run: - working-directory: causalspyne steps: - name: Check out repository uses: actions/checkout@v4 @@ -74,9 +71,6 @@ jobs: environment: name: github-pages url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/ - defaults: - run: - working-directory: causalspyne steps: - name: Check out repository uses: actions/checkout@v4 @@ -86,4 +80,4 @@ jobs: with: folder: htmlcov clean: true - token: ${{ secrets.GITHUB_TOKEN }} + token: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file From d8360e3019bcf9c5206694e1a176a8e2770d9a9d Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 11:08:54 +0200 Subject: [PATCH 15/20] fix: ci paths --- .github/workflows/ci.yml | 38 +++++--------------------------------- 1 file changed, 5 insertions(+), 33 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 5d15cd8..7221caa 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -9,7 +9,7 @@ on: jobs: test: - name: Run tests and generate coverage + name: Run tests, generate coverage, and deploy runs-on: ubuntu-latest steps: - name: Check out repository @@ -44,40 +44,12 @@ jobs: python -m pip install genbadge[coverage] genbadge coverage -i - < coverage.xml > htmlcov/coverage-badge.svg - deploy-preview: - name: Deploy Preview Coverage - runs-on: ubuntu-latest - needs: test - if: github.event_name == 'pull_request' || github.event_name == 'workflow_dispatch' - environment: - name: preview - url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/uv-preview/ - steps: - - name: Check out repository - uses: actions/checkout@v4 - - - name: Deploy to Preview + - name: Deploy Coverage to Preview or Production + if: github.event_name == 'pull_request' || github.ref == 'refs/heads/main' uses: JamesIves/github-pages-deploy-action@v4 with: folder: htmlcov clean: true token: ${{ secrets.GITHUB_TOKEN }} - - deploy-production: - name: Deploy Production Coverage - runs-on: ubuntu-latest - needs: test - if: github.ref == 'refs/heads/main' - environment: - name: github-pages - url: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/ - steps: - - name: Check out repository - uses: actions/checkout@v4 - - - name: Deploy to Production - uses: JamesIves/github-pages-deploy-action@v4 - with: - folder: htmlcov - clean: true - token: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file From 9e28a00bd4256a0012720566ee5ad29a2ca47f70 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 11:16:19 +0200 Subject: [PATCH 16/20] ci: seperate PR from main in codecov report --- .github/workflows/ci.yml | 38 +++++++++++++++++++++++++++++--------- 1 file changed, 29 insertions(+), 9 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 7221caa..3ffc1be 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -9,7 +9,7 @@ on: jobs: test: - name: Run tests, generate coverage, and deploy + name: Run tests and upload coverage runs-on: ubuntu-latest steps: - name: Check out repository @@ -23,13 +23,12 @@ jobs: - name: Install dependencies (including dev) run: uv sync --dev - - name: Run tests and generate coverage + - name: Run tests and generate coverage XML run: | - rm -rf htmlcov coverage.xml + rm -f coverage.xml uv run pytest \ --cov=causalspyne \ - --cov-report=xml:coverage.xml \ - --cov-report=html:htmlcov + --cov-report=xml:coverage.xml - name: Upload coverage to Codecov uses: codecov/codecov-action@v4 @@ -39,17 +38,38 @@ jobs: fail_ci_if_error: true token: ${{ secrets.CODECOV_TOKEN }} + deploy: + name: Deploy HTML coverage site + runs-on: ubuntu-latest + needs: test + if: github.ref == 'refs/heads/main' + steps: + - name: Check out repository + uses: actions/checkout@v4 + + - name: Install uv + uses: astral-sh/setup-uv@v5 + with: + enable-cache: true + + - name: Install dependencies (including dev) + run: uv sync --dev + + - name: Generate HTML coverage + run: | + rm -rf htmlcov + uv run pytest \ + --cov=causalspyne \ + --cov-report=html:htmlcov + - name: Generate coverage badge run: | python -m pip install genbadge[coverage] genbadge coverage -i - < coverage.xml > htmlcov/coverage-badge.svg - - name: Deploy Coverage to Preview or Production - if: github.event_name == 'pull_request' || github.ref == 'refs/heads/main' + - name: Deploy to GitHub Pages uses: JamesIves/github-pages-deploy-action@v4 with: folder: htmlcov clean: true token: ${{ secrets.GITHUB_TOKEN }} - env: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file From fa7b9a59f99e89001a192cb3c8c0b307a3c6e96f Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 11:19:48 +0200 Subject: [PATCH 17/20] fix: ci badge --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 3ffc1be..a49b89c 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -65,7 +65,7 @@ jobs: - name: Generate coverage badge run: | python -m pip install genbadge[coverage] - genbadge coverage -i - < coverage.xml > htmlcov/coverage-badge.svg + genbadge coverage -i - < coverage.xml > coverage-badge.svg - name: Deploy to GitHub Pages uses: JamesIves/github-pages-deploy-action@v4 From f818d91ed0a05e88a91edafc62e2bb5ae0cc3281 Mon Sep 17 00:00:00 2001 From: smilesun Date: Thu, 16 Oct 2025 11:31:08 +0200 Subject: [PATCH 18/20] update 0.1.6 --- pyproject.toml | 2 +- setup.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index bfdcf6e..217011d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "causalspyne" -version = "0.1.5" +version = "0.1.6" description = "hierarchical data generation for causal discovery and abstraction" readme = "README.md" requires-python = ">=3.12" diff --git a/setup.py b/setup.py index 3886e8b..d3191db 100644 --- a/setup.py +++ b/setup.py @@ -2,7 +2,7 @@ setup( name="causalspyne", - version="0.1.5", + version="0.1.6", packages=find_packages(), # Ensure your package folder is inside the find_packages scope ) From da405c50e841ce1003710d5d5bfb2892d7273920 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 11:38:16 +0200 Subject: [PATCH 19/20] ci: improve efficiency and cov reports --- .github/workflows/ci.yml | 54 ++++++++++++++-------------------------- 1 file changed, 19 insertions(+), 35 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index a49b89c..f659ac7 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -8,8 +8,8 @@ on: workflow_dispatch: jobs: - test: - name: Run tests and upload coverage + ci: + name: Run tests and handle coverage runs-on: ubuntu-latest steps: - name: Check out repository @@ -23,51 +23,35 @@ jobs: - name: Install dependencies (including dev) run: uv sync --dev - - name: Run tests and generate coverage XML + - name: Run tests and generate coverage reports run: | - rm -f coverage.xml + rm -rf htmlcov coverage.xml uv run pytest \ --cov=causalspyne \ - --cov-report=xml:coverage.xml - - - name: Upload coverage to Codecov - uses: codecov/codecov-action@v4 - with: - files: coverage.xml - flags: unittests - fail_ci_if_error: true - token: ${{ secrets.CODECOV_TOKEN }} - - deploy: - name: Deploy HTML coverage site - runs-on: ubuntu-latest - needs: test - if: github.ref == 'refs/heads/main' - steps: - - name: Check out repository - uses: actions/checkout@v4 + --cov-report=xml:coverage.xml \ + --cov-report=html:htmlcov - - name: Install uv - uses: astral-sh/setup-uv@v5 + - name: Deploy coverage preview + if: github.event_name == 'pull_request' + uses: JamesIves/github-pages-deploy-action@v4 with: - enable-cache: true - - - name: Install dependencies (including dev) - run: uv sync --dev + folder: htmlcov + clean: false + token: ${{ secrets.GITHUB_TOKEN }} + target-folder: pr-${{ github.event.number }} - - name: Generate HTML coverage - run: | - rm -rf htmlcov - uv run pytest \ - --cov=causalspyne \ - --cov-report=html:htmlcov + - name: View coverage report: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/pr-${{ github.event.number }}/index.html + if: github.event_name == 'pull_request' + run: echo "Preview deployed at https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/pr-${{ github.event.number }}/index.html" - name: Generate coverage badge + if: github.ref == 'refs/heads/main' run: | python -m pip install genbadge[coverage] genbadge coverage -i - < coverage.xml > coverage-badge.svg - - name: Deploy to GitHub Pages + - name: Deploy production coverage + if: github.ref == 'refs/heads/main' uses: JamesIves/github-pages-deploy-action@v4 with: folder: htmlcov From 8d47de082519750afdaef4210dcaebcf694a0238 Mon Sep 17 00:00:00 2001 From: Alex Markham Date: Thu, 16 Oct 2025 11:42:59 +0200 Subject: [PATCH 20/20] ci: pr coverage --- .github/workflows/ci.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index f659ac7..c911617 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -40,7 +40,7 @@ jobs: token: ${{ secrets.GITHUB_TOKEN }} target-folder: pr-${{ github.event.number }} - - name: View coverage report: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/pr-${{ github.event.number }}/index.html + - name: "View coverage report: https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/pr-${{ github.event.number }}/index.html" if: github.event_name == 'pull_request' run: echo "Preview deployed at https://${{ github.repository_owner }}.github.io/${{ github.event.repository.name }}/pr-${{ github.event.number }}/index.html"