diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index a53ed53..137f2d1 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,15 +1,17 @@ repos: - repo: https://github.com/astral-sh/uv-pre-commit # uv version. - rev: 0.11.5 + rev: 0.11.21 hooks: - id: uv-lock - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.15.9 + rev: v0.15.17 hooks: - id: ruff-check args: [--fix] - id: ruff-format -# doesn't exist (yet) -# - repo: https://github.com/astral-sh/ty-pre-commit - + - repo: https://github.com/astral-sh/ty-pre-commit + # ty version. + rev: v0.0.49 + hooks: + - id: ty diff --git a/AGENTS.md b/AGENTS.md new file mode 100644 index 0000000..5c0b4e5 --- /dev/null +++ b/AGENTS.md @@ -0,0 +1,156 @@ +# Agent Guidelines for `neworder` + +This file instructs AI agents acting as developer, reviewer, and QA for this repository. + +## Project Overview + +`neworder` is a dynamic microsimulation framework implemented as a Python extension module. The core is written in C++ (in [src/](src/)) and exposed to Python via [pybind11](https://pybind11.readthedocs.io/). The Python package lives in [neworder/](neworder/), with type stubs in [stubs/](stubs/), tests in [test/](test/), documentation in [docs/](docs/), and runnable examples in [examples/](examples/). + +The documentation site is at [neworder.readthedocs.io](https://neworder.readthedocs.io). Source is in [docs/](docs/) (MkDocs). ReadTheDocs builds automatically on pushes to `main` ("latest") and on `v*` tags ("stable"). + +## Toolchain + +| Tool | Command | +|------|---------| +| Package manager | `uv` | +| Linter / formatter | `ruff` (`uv run ruff check`, `uv run ruff format`) | +| Type checker | `ty` (`uv run ty check neworder examples test`) | +| Tests | `uv run pytest` | +| MPI tests | `mpiexec -n 2 uv run pytest` | +| Install dev deps | `uv sync --dev` | +| Install with geospatial | `uv sync --dev --extra geospatial` | +| Install with MPI (system) | `uv sync --dev --extra parallel-native` | +| Install with OpenMPI | `uv sync --dev --extra parallel-openmpi` | +| Install with MPICH | `uv sync --dev --extra parallel-mpich` | + +Pre-commit hooks run `uv-lock`, `ruff-check --fix`, `ruff-format`, and `ty` automatically on commit. + +## Quality Gates + +All of the following must pass before any change is considered complete: + +```sh +uv run ruff check # zero lint errors +uv run ruff format --check # zero formatting issues +uv run ty check neworder examples test # zero type errors +uv run pytest # all tests pass +``` + +## Developer Rules + +- **Mixed C++/Python codebase.** The C++ extension (`_neworder_core`) is built by `uv sync`. C++ source lives in [src/](src/); do not edit the compiled `.so` files directly. +- **Type stubs must stay in sync.** If the C++ extension API changes, regenerate stubs (see [Regenerating Type Stubs](#regenerating-type-stubs) below). +- **Runtime dependencies are intentional.** `pandas`, `scipy`, and `matplotlib` are runtime dependencies. New runtime deps need a strong justification. Optional extras are defined in `[project.optional-dependencies]` in [pyproject.toml](pyproject.toml): `geospatial` (pyogrio, networkx, osmnx, geopandas, shapely) and three parallel variants — `parallel-native` (uses a system MPI installation via `mpi4py`), `parallel-openmpi` (bundles OpenMPI), and `parallel-mpich` (bundles MPICH). Choose the parallel extra that matches the MPI implementation available on the target system. +- **Line length is 120** (configured in [pyproject.toml](pyproject.toml) under `[tool.ruff]`). +- **Ruff ignore list.** `E501` (line too long), `N803` and `N806` (non-lowercase variable names) are suppressed — matrix/array variable naming conventions take precedence. +- **No comments explaining what the code does.** Only add a comment when the *why* is non-obvious (hidden constraint, workaround, subtle invariant). +- **Type annotations required** on all Python function signatures. `ty` will catch missing or incorrect ones. + +## Reviewer Checklist + +When reviewing a PR or diff, check: + +1. **Correctness** — does the logic match the documented behaviour? Consider edge cases: empty populations, single-process vs. MPI, zero-length timelines. +2. **C++/Python boundary** — pybind11 bindings in [src/Module.cpp](src/Module.cpp) must accurately expose C++ behaviour. Check for ownership, lifetime, and GIL issues. +3. **Type stubs** — if the C++ API changed, verify stubs in [stubs/](stubs/) and [neworder/](neworder/) are updated. +4. **MPI correctness** — functions touching `mpi` must work correctly in both serial (1 process) and parallel (N > 1) contexts. Don't introduce rank-0-only logic without guarding. +5. **Test coverage** — new behaviour needs a test in [test/](test/). The relevant test files map to modules: `test_mc.py` → MonteCarlo, `test_timeline.py` → timelines, `test_model.py` → Model, `test_df.py` → dataframe helpers, etc. +6. **Examples** — examples are the primary user-facing demonstration of the framework and must always work. Any change to the public API, CLI behaviour, or data structures must be checked against all affected examples. Run them manually: `python examples//model.py` (or `mpiexec -n python examples//model.py` for parallel examples). A change is not complete until all examples run cleanly. +7. **Ruff rules** — no rule in the `select` list should be suppressed without justification. Active rules: `ARG, B, C, E, F, I, N, PERF, PTH, RUF, SIM, UP, W` (E501, N803, N806 are ignored). +8. **Docs** — if a public API is added or changed, update [docs/api.md](docs/api.md) and relevant pages under [docs/](docs/). + +## QA Rules + +- Run the full gate suite (`ruff check`, `ruff format --check`, `ty check`, `pytest`) before declaring any task done. +- CI runs the matrix: Python 3.12, 3.13, 3.14, 3.14t × ubuntu, windows, macos. Flag anything that might be platform- or version-specific (e.g. freethreaded 3.14t, compiler flags). +- MPI tests run separately via [mpi-test.yml](.github/workflows/mpi-test.yml). If touching parallel functionality, ensure `mpiexec -n 2 uv run pytest` passes locally. +- Coverage (C++ via gcov + Python) is reported to [codecov.io](https://codecov.io/gh/virgesmith/neworder). Ensure `gcc` and `gcov` versions are consistent if building coverage locally. +- If a test is skipped or marked `xfail`, leave a comment explaining why and when it can be removed. +- **Run the examples.** The test suite does not exercise [examples/](examples/). After any code change, manually run the affected examples (`python examples//model.py`). Parallel examples require an MPI prefix: `mpiexec -n python examples//model.py`. The CI release workflow packages the examples as artifacts — they must all work against the published code. + +## Repository Layout + +``` +src/ # C++ extension source (pybind11) + Model.cpp / Model.h + MonteCarlo.cpp / ... + Module.cpp # pybind11 bindings entry point + Timeline.cpp / ... +neworder/ # Python package + __init__.py # public exports (re-exports _neworder_core + pure-Python) + domain.py # Domain, Edge, Space, StateGrid + mc.py # as_np helper + timeline.py # CalendarTimeline + *.pyi # type stubs for C++ submodules (time, mpi, stats, df) + py.typed # PEP 561 marker +stubs/ + _neworder_core-stubs/ # generated type stubs for the extension module +test/ + test_df.py + test_domain.py + test_geospatial.py + test_mc.py + test_model.py + test_module.py + test_mpi.py + test_multithreaded.py + test_splitmix64.py + test_stats.py + test_timeline.py +docs/ # MkDocs documentation source + api.md + developer.md + contributing.md + examples/ +examples/ # runnable microsimulation examples +.github/workflows/ + build-test.yml # CI: lint + type check + test matrix + coverage.yml # CI: codecov upload + mpi-test.yml # CI: MPI parallel tests + pypi-release.yml # CI: PyPI publish on v* tag +pyproject.toml +.pre-commit-config.yaml +Dockerfile +``` + +## Regenerating Type Stubs + +Type stubs for the C++ extension are generated with `pybind11-stubgen` (a dev dependency). Run this after any change to the pybind11 bindings in [src/Module.cpp](src/Module.cpp): + +```sh +# Regenerate top-level stubs (output goes to stubs/) +pybind11-stubgen _neworder_core --ignore-invalid all + +# Regenerate a submodule stub, then move it into the package +pybind11-stubgen _neworder_core.time +mv stubs/_neworder_core/time-stubs/__init__.pyi neworder/time.pyi +# Repeat for other submodules: mpi, stats, df +``` + +`--ignore-invalid all` is required because pybind11-stubgen cannot parse default arguments that are functions (a pattern used in `_neworder_core`). + +After generation, check the output manually: +- Numpy array types often come out as `Any` — fix them to `np.ndarray` with appropriate dtype annotations. +- The top-level stub lands in [stubs/\_neworder\_core-stubs/](stubs/) and is picked up by `ty` via the `stubPackages` setting. +- Submodule stubs go directly into [neworder/](neworder/) as `*.pyi` files alongside the package. + +## Branch and Release Policy + +- **`main` is the integration branch.** All changes must go through a pull request; direct pushes are blocked for non-admins. +- **Releases are triggered by a `v*` tag** (e.g. `v1.2.3`). Pushing such a tag to GitHub runs [pypi-release.yml](.github/workflows/pypi-release.yml), which builds a source distribution and publishes it to PyPI using trusted publishing (OIDC — no API token needed). It also packages and uploads example archives as release artifacts. +- **Do not push a `v*` tag** unless the release is fully ready, the version in [pyproject.toml](pyproject.toml) matches the tag, and all CI checks pass. +- Version bumps go in `pyproject.toml` (`version = "x.y.z"`). +- The Docker image must be rebuilt and pushed manually after a release (see [docs/developer.md](docs/developer.md)). + +## Workflow + +1. Create a feature branch off `main` — never commit directly to `main`. +2. Make C++ changes in [src/](src/) and/or Python changes in [neworder/](neworder/). +3. Rebuild the extension: `uv sync --dev`. Add `--extra geospatial` if touching geospatial code, or the appropriate `--extra parallel-*` if testing MPI functionality. +4. If the extension API changed, regenerate type stubs (see [Regenerating Type Stubs](#regenerating-type-stubs)). +5. Add or update tests in [test/](test/) in the relevant file. +6. Run the full gate suite locally. +7. If the public API changed, update [docs/api.md](docs/api.md) and any affected example. +8. Commit — pre-commit hooks will auto-fix formatting and re-lock `uv.lock`. +9. Open a PR targeting `main`; CI must pass before merging. +10. To release: bump the version in [pyproject.toml](pyproject.toml), merge to `main`, create a GitHub release with a new tag `vX.Y.Z` and release notes (e.g. `git log vX.Y.W..HEAD --oneline`) — PyPI publish triggers automatically. Copy generated example artifacts to the release. diff --git a/docs/overview.md b/docs/overview.md index 6c2de7e..ad67442 100644 --- a/docs/overview.md +++ b/docs/overview.md @@ -167,7 +167,7 @@ New users should take a look at the examples, which cover a range of application ## Data and Performance -*neworder* is written in C++ with the python bindings provided by the *pybind11* package. As python and C++ have very different memory models, it's generally not advisable to directly share data, i.e. to safely have a python object and a C++ object both referencing (and potentially modifying) the same memory location. Thus *neworder* class member variables are accessible only via member functions and results are returned by value (i.e. copied). However, there is a crucial exception to this: the *numpy* `ndarray` type. This is fundamental to the operation of the framework, as it enables the C++ module to directly access (and modify) both *numpy* arrays and *pandas* data frames, facilitiating very fast implementation of algorithms operating directly on *pandas* DataFrames.[^1] +*neworder* is written in python and C++ with the python bindings provided by the *pybind11* package. As python and C++ have very different memory models, it's generally not advisable to directly share data, i.e. to safely have a python object and a C++ object both referencing (and potentially modifying) the same memory location. Thus *neworder* class member variables are accessible only via member functions and results are returned by value (i.e. copied). However, there is a crucial exception to this: the *numpy* `ndarray` type. This is fundamental to the operation of the framework, as it enables the C++ module to directly access (and modify) both *numpy* arrays and *pandas* data frames, facilitiating very fast implementation of algorithms operating directly on *pandas* DataFrames.[^1] !!! note "Explicit Loops" To get the best performance, avoid using explicit loops in python code where "vectorised" *neworder* (or e.g. numpy) functions can be used instead. diff --git a/examples/boids/boids3d.py b/examples/boids/boids3d.py index 7695fc3..ad18292 100644 --- a/examples/boids/boids3d.py +++ b/examples/boids/boids3d.py @@ -239,4 +239,4 @@ def _project(a: pd.Series[np.float64], z: pd.Series[np.float64], c: float) -> pd def _size(z: pd.Series[np.float64]) -> pd.Series[np.float64]: - return 5.0 / (0.5 + z) # np.clip(.5 + z, a_min=0.1, a_max=None) # ty:ignore[unsupported-operator] + return 5.0 / (0.5 + z) # np.clip(.5 + z, a_min=0.1, a_max=None) # ty:ignore[invalid-return-type] diff --git a/examples/conway/conway.py b/examples/conway/conway.py index b6ce7a7..8042be2 100644 --- a/examples/conway/conway.py +++ b/examples/conway/conway.py @@ -66,7 +66,7 @@ def __init_visualisation(self) -> tuple[plt.Figure, AxesImage]: plt.axis("off") fig.canvas.flush_events() - fig.canvas.mpl_connect("key_press_event", lambda event: self.halt() if event.key == "q" else None) # ty:ignore[unresolved-attribute] + fig.canvas.mpl_connect("key_press_event", lambda event: self.halt() if event.key == "q" else None) return fig, g diff --git a/examples/infection/infection.py b/examples/infection/infection.py index 9cc1148..794d1f9 100644 --- a/examples/infection/infection.py +++ b/examples/infection/infection.py @@ -191,7 +191,7 @@ def __init_visualisation(self) -> tuple[Any, Any]: edgecolor="k", ) fig.suptitle("[q to quit]") - fig.canvas.mpl_connect("key_press_event", lambda event: self.halt() if event.key == "q" else None) # ty:ignore[unresolved-attribute] + fig.canvas.mpl_connect("key_press_event", lambda event: self.halt() if event.key == "q" else None) fig.canvas.flush_events() return fig, g diff --git a/examples/schelling/schelling.py b/examples/schelling/schelling.py index 4590b26..195055d 100644 --- a/examples/schelling/schelling.py +++ b/examples/schelling/schelling.py @@ -84,7 +84,7 @@ def __init_visualisation(self) -> tuple[plt.Figure, AxesImage]: fig = plt.figure(constrained_layout=True, figsize=(8, 6)) img = plt.imshow(self.domain.state.T, cmap=cmap) plt.axis("off") - fig.canvas.mpl_connect("key_press_event", lambda event: self.halt() if event.key == "q" else None) # ty:ignore[unresolved-attribute] + fig.canvas.mpl_connect("key_press_event", lambda event: self.halt() if event.key == "q" else None) fig.canvas.flush_events() return fig, img diff --git a/examples/wolf_sheep/wolf_sheep.py b/examples/wolf_sheep/wolf_sheep.py index 940a4ea..a6a85f0 100644 --- a/examples/wolf_sheep/wolf_sheep.py +++ b/examples/wolf_sheep/wolf_sheep.py @@ -249,7 +249,7 @@ def __init_plot(self) -> tuple[Any, ...]: plt.tight_layout() - self.figs.canvas.mpl_connect("key_press_event", lambda event: self.halt() if event.key == "q" else None) # ty:ignore[unresolved-attribute] + self.figs.canvas.mpl_connect("key_press_event", lambda event: self.halt() if event.key == "q" else None) self.figs.canvas.flush_events() diff --git a/uv.lock b/uv.lock index 3db3d73..ab33847 100644 --- a/uv.lock +++ b/uv.lock @@ -103,14 +103,14 @@ wheels = [ [[package]] name = "click" -version = "8.4.0" +version = "8.4.1" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "colorama", marker = "sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/23/e4/796662cd90cf80e3a363c99db2b88e0e394b988a575f60a17e16440cd011/click-8.4.0.tar.gz", hash = "sha256:638f1338fe1235c8f4e008e4a8a254fb5c5fbdcbb40ece3c9142ebb78e792973", size = 350843, upload-time = "2026-05-17T00:47:58.425Z" } +sdist = { url = "https://files.pythonhosted.org/packages/9b/98/518d8e5081007684232226f475082b30087d0f585e8457db087298259f49/click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96", size = 353007, upload-time = "2026-05-22T04:08:37.769Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/ee/ae/8e92f8058baf87f6c7d86ee7e457668690195cc77efedb8d3797a06e3940/click-8.4.0-py3-none-any.whl", hash = "sha256:40c50b7c6c6adac2823d411041ec84f3f103f1b280d5e9ce0d7f998995832f81", size = 116147, upload-time = "2026-05-17T00:47:56.842Z" }, + { url = "https://files.pythonhosted.org/packages/c7/0d/67e5b4109ea4a837e80daa87c2c696711955e40449a97e8926672534def2/click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2", size = 116639, upload-time = "2026-05-22T04:08:35.26Z" }, ] [[package]] @@ -208,20 +208,20 @@ wheels = [ [[package]] name = "distlib" -version = "0.4.0" +version = "0.4.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/96/8e/709914eb2b5749865801041647dc7f4e6d00b549cfe88b65ca192995f07c/distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d", size = 614605, upload-time = "2025-07-17T16:52:00.465Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c9/02/bd72be9134d25ed783ecbbc38a539ffaefbf90c78418c7fb7229600dbac7/distlib-0.4.3.tar.gz", hash = "sha256:f152097224a0ae24be5a0f6bae1b9359af82133bce63f98a95f86cae1aede9ed", size = 615141, upload-time = "2026-06-12T08:04:52.847Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16", size = 469047, upload-time = "2025-07-17T16:51:58.613Z" }, + { url = "https://files.pythonhosted.org/packages/02/08/9c41fb51ab5b43eb21674aff13df270e8ba6c4b29c8624e328dc7a9482af/distlib-0.4.3-py2.py3-none-any.whl", hash = "sha256:4b0ce306c966eb73bc3a7b6abad017c556dadd92c44701562cd528ac7fde4d5b", size = 470628, upload-time = "2026-06-12T08:04:50.506Z" }, ] [[package]] name = "filelock" -version = "3.29.0" +version = "3.29.4" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b5/fe/997687a931ab51049acce6fa1f23e8f01216374ea81374ddee763c493db5/filelock-3.29.0.tar.gz", hash = "sha256:69974355e960702e789734cb4871f884ea6fe50bd8404051a3530bc07809cf90", size = 57571, upload-time = "2026-04-19T15:39:10.068Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e6/dc/be6cbe99670cd6e4ad387123647cb08e0c32975e223f82551e914c5568a6/filelock-3.29.4.tar.gz", hash = "sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a", size = 63028, upload-time = "2026-06-13T16:12:00.744Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/81/47/dd9a212ef6e343a6857485ffe25bba537304f1913bdbed446a23f7f592e1/filelock-3.29.0-py3-none-any.whl", hash = "sha256:96f5f6344709aa1572bbf631c640e4ebeeb519e08da902c39a001882f30ac258", size = 39812, upload-time = "2026-04-19T15:39:08.752Z" }, + { url = "https://files.pythonhosted.org/packages/13/37/a065dc3bd6e49423a6532c642ca7378d3f467b1ef44c2800c937af7f9739/filelock-3.29.4-py3-none-any.whl", hash = "sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767", size = 42757, upload-time = "2026-06-13T16:11:59.582Z" }, ] [[package]] @@ -293,11 +293,11 @@ wheels = [ [[package]] name = "idna" -version = "3.15" +version = "3.18" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/82/77/7b3966d0b9d1d31a36ddf1746926a11dface89a83409bf1483f0237aa758/idna-3.15.tar.gz", hash = "sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc", size = 199245, upload-time = "2026-05-12T22:45:57.011Z" } +sdist = { url = "https://files.pythonhosted.org/packages/cd/63/9496c57188a2ee585e0f1db071d75089a11e98aa86eb99d9d7618fc1edce/idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848", size = 196711, upload-time = "2026-06-02T14:34:07.794Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/d2/23/408243171aa9aaba178d3e2559159c24c1171a641aa83b67bdd3394ead8e/idna-3.15-py3-none-any.whl", hash = "sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8", size = 72340, upload-time = "2026-05-12T22:45:55.733Z" }, + { url = "https://files.pythonhosted.org/packages/1e/5e/d4e9f1a599fb8e573b7b87160658329fbf28d19eac2718f51fc3def3aa5a/idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2", size = 65455, upload-time = "2026-06-02T14:34:06.319Z" }, ] [[package]] @@ -481,7 +481,7 @@ wheels = [ [[package]] name = "matplotlib" -version = "3.10.9" +version = "3.11.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "contourpy" }, @@ -494,43 +494,43 @@ dependencies = [ { name = "pyparsing" }, { name = "python-dateutil" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/63/1b/4be5be87d43d327a0cf4de1a56e86f7f84c89312452406cf122efe2839e6/matplotlib-3.10.9.tar.gz", hash = "sha256:fd66508e8c6877d98e586654b608a0456db8d7e8a546eb1e2600efd957302358", size = 34811233, upload-time = "2026-04-24T00:14:13.539Z" } +sdist = { url = "https://files.pythonhosted.org/packages/1f/24/080c99d223d158d3a8902769269ab6da5b50f7a0e6e072513907e02b7a6c/matplotlib-3.11.0.tar.gz", hash = "sha256:68c0c7be01b30dcca3638934f7f591df73401235cbdbf0d1ab1c71e7db7f8b57", size = 33251176, upload-time = "2026-06-12T02:29:15.508Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/35/c6/5581e26c72233ebb2a2a6fed2d24fb7c66b4700120b813f51b0555acf0b6/matplotlib-3.10.9-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f0c3c28d9fbcc1fe7a03be236d73430cf6409c41fb2383a7ac52fe932b072cb1", size = 8319908, upload-time = "2026-04-24T00:12:21.323Z" }, - { url = "https://files.pythonhosted.org/packages/b7/18/4880dd762e40cd360c1bf06e890c5a97b997e91cb324602b1a19950ad5ce/matplotlib-3.10.9-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:41cb28c2bd769aa3e98322c6ab09854cbcc52ab69d2759d681bba3e327b2b320", size = 8216016, upload-time = "2026-04-24T00:12:23.4Z" }, - { url = "https://files.pythonhosted.org/packages/32/91/d024616abdba99e83120e07a20658976f6a343646710760c4a51df126029/matplotlib-3.10.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ae20801130378b82d647ff5047c07316295b68dc054ca6b3c13519d0ea624285", size = 8789336, upload-time = "2026-04-24T00:12:26.096Z" }, - { url = "https://files.pythonhosted.org/packages/5c/04/030a2f61ef2158f5e4c259487a92ac877732499fb33d871585d89e03c42d/matplotlib-3.10.9-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6c63ebcd8b4b169eb2f5c200552ae6b8be8999a005b6b507ed76fb8d7d674fe2", size = 9604602, upload-time = "2026-04-24T00:12:29.052Z" }, - { url = "https://files.pythonhosted.org/packages/fc/c2/541e4d09d87bb6b5830fc28b4c887a9a8cf4e1c6cee698a8c05552ae2003/matplotlib-3.10.9-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d75d11c949914165976c621b2324f9ef162af7ebf4b057ddf95dd1dba7e5edcf", size = 9670966, upload-time = "2026-04-24T00:12:32.131Z" }, - { url = "https://files.pythonhosted.org/packages/04/a1/4571fc46e7702de8d0c2dc54ad1b2f8e29328dea3ee90831181f7353d93c/matplotlib-3.10.9-cp312-cp312-win_amd64.whl", hash = "sha256:d091f9d758b34aaaaa6331d13574bf01891d903b3dec59bfff458ef7551de5d6", size = 8217462, upload-time = "2026-04-24T00:12:35.226Z" }, - { url = "https://files.pythonhosted.org/packages/4b/d0/2269edb12aa30c13c8bcc9382892e39943ce1d28aab4ec296e0381798e81/matplotlib-3.10.9-cp312-cp312-win_arm64.whl", hash = "sha256:10cc5ce06d10231c36f40e875f3c7e8050362a4ee8f0ee5d29a6b3277d57bb42", size = 8136688, upload-time = "2026-04-24T00:12:37.442Z" }, - { url = "https://files.pythonhosted.org/packages/aa/d3/8d4f6afbecb49fc04e060a57c0fce39ea51cc163a6bd87303ccd698e4fa6/matplotlib-3.10.9-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:b580440f1ff81a0e34122051a3dfabb7e4b7f9e380629929bde0eff9af72165f", size = 8320331, upload-time = "2026-04-24T00:12:39.688Z" }, - { url = "https://files.pythonhosted.org/packages/63/d9/9e14bc7564bf92d5ffa801ae5fac819ce74b925dfb55e3ebde61a3bbad3e/matplotlib-3.10.9-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:b1b745c489cd1a77a0dc1120a05dc87af9798faebc913601feb8c73d89bf2d1e", size = 8216461, upload-time = "2026-04-24T00:12:42.494Z" }, - { url = "https://files.pythonhosted.org/packages/8a/17/4402d0d14ccf1dfc70932600b68097fbbf9c898a4871d2cbbe79c7801a32/matplotlib-3.10.9-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8f3bcac1ca5ed000a6f4337d47ba67dfddf37ed6a46c15fd7f014997f7bf865f", size = 8790091, upload-time = "2026-04-24T00:12:44.789Z" }, - { url = "https://files.pythonhosted.org/packages/3e/0b/322aeec06dd9b91411f92028b37d447342770a24392aa4813e317064dad5/matplotlib-3.10.9-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7a8d66a55def891c33147ba3ba9bfcabf0b526a43764c818acbb4525e5ed0838", size = 9605027, upload-time = "2026-04-24T00:12:47.583Z" }, - { url = "https://files.pythonhosted.org/packages/74/88/5f13482f55e7b00bcfc09838b093c2456e1379978d2a146844aae05350ad/matplotlib-3.10.9-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d843374407c4017a6403b59c6c81606773d136f3259d5b6da3131bc814542cc2", size = 9671269, upload-time = "2026-04-24T00:12:50.878Z" }, - { url = "https://files.pythonhosted.org/packages/c5/e0/0840fd2f93da988ec660b8ad1984abe9f25d2aed22a5e394ff1c68c88307/matplotlib-3.10.9-cp313-cp313-win_amd64.whl", hash = "sha256:f4399f64b3e94cd500195490972ae1ee81170df1636fa15364d157d5bdd7b921", size = 8217588, upload-time = "2026-04-24T00:12:53.784Z" }, - { url = "https://files.pythonhosted.org/packages/47/b9/d706d06dd605c49b9f83a2aed8c13e3e5db70697d7a80b7e3d7915de6b17/matplotlib-3.10.9-cp313-cp313-win_arm64.whl", hash = "sha256:ba7b3b8ef09eab7df0e86e9ae086faa433efbfbdb46afcb3aa16aabf779469a8", size = 8136913, upload-time = "2026-04-24T00:12:56.501Z" }, - { url = "https://files.pythonhosted.org/packages/9b/45/6e32d96978264c8ca8c4b1010adb955a1a49cfaf314e212bbc8908f04a61/matplotlib-3.10.9-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:09218df8a93712bd6ea133e83a153c755448cf7868316c531cffcc43f69d1cc9", size = 8368019, upload-time = "2026-04-24T00:12:58.896Z" }, - { url = "https://files.pythonhosted.org/packages/86/0a/c8e3d3bba245f0f7fc424937f8ff7ef77291a36af3edb97ccd78aa93d84f/matplotlib-3.10.9-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:82368699727bfb7b0182e1aa13082e3c08e092fa1a25d3e1fd92405bff96f6d4", size = 8264645, upload-time = "2026-04-24T00:13:01.406Z" }, - { url = "https://files.pythonhosted.org/packages/3d/aa/5bf5a14fe4fed73a4209a155606f8096ff797aad89c6c35179026571133e/matplotlib-3.10.9-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3225f4e1edcb8c86c884ddf79ebe20ecd0a67d30188f279897554ccd8fded4dc", size = 8802194, upload-time = "2026-04-24T00:13:03.702Z" }, - { url = "https://files.pythonhosted.org/packages/dd/5e/b4be852d6bba6fd15893fadf91ff26ae49cb91aac789e95dde9d342e664f/matplotlib-3.10.9-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:de2445a0c6690d21b7eb6ce071cebad6d40a2e9bdf10d039074a96ba19797b99", size = 9622684, upload-time = "2026-04-24T00:13:06.647Z" }, - { url = "https://files.pythonhosted.org/packages/4c/3d/ed428c971139112ef730f62770654d609467346d09d4b62617e1afd68a5a/matplotlib-3.10.9-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:b2b9516251cb89ff618d757daec0e2ed1bf21248013844a853d87ef85ab3081d", size = 9680790, upload-time = "2026-04-24T00:13:10.009Z" }, - { url = "https://files.pythonhosted.org/packages/e7/09/052e884aaf2b985c63cb79f715f1d5b6a3eaa7de78f6a52b9dbc077d5b53/matplotlib-3.10.9-cp313-cp313t-win_amd64.whl", hash = "sha256:e9fae004b941b23ff2edcf1567a857ed77bafc8086ffa258190462328434faf8", size = 8287571, upload-time = "2026-04-24T00:13:13.087Z" }, - { url = "https://files.pythonhosted.org/packages/f4/38/ae27288e788c35a4250491422f3db7750366fc8c97d6f36fbdecfc1f5518/matplotlib-3.10.9-cp313-cp313t-win_arm64.whl", hash = "sha256:6b63d9c7c769b88ab81e10dc86e4e0607cf56817b9f9e6cf24b2a5f1693b8e38", size = 8188292, upload-time = "2026-04-24T00:13:15.546Z" }, - { url = "https://files.pythonhosted.org/packages/d6/e6/3bd8afd04949f02eabc1c17115ea5255e19cacd4d06fc5abdde4eeb0052c/matplotlib-3.10.9-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:172db52c9e683f5d12eaf57f0f54834190e12581fe1cc2a19595a8f5acb4e77d", size = 8321276, upload-time = "2026-04-24T00:13:18.318Z" }, - { url = "https://files.pythonhosted.org/packages/41/86/86231232fff41c9f8e4a1a7d7a597d349a02527109c3af7d618366122139/matplotlib-3.10.9-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:97e35e8d39ccc85859095e01a53847432ba9a53ddf7986f7a54a11b73d0e143f", size = 8218218, upload-time = "2026-04-24T00:13:20.974Z" }, - { url = "https://files.pythonhosted.org/packages/85/8f/becc9722cafc64f5d2eb0b7c1bf5f585271c618a45dbd8fabeb021f898b6/matplotlib-3.10.9-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:aba1615dabe83188e19d4f75a253c6a08423e04c1425e64039f800050a69de6b", size = 9608145, upload-time = "2026-04-24T00:13:23.228Z" }, - { url = "https://files.pythonhosted.org/packages/32/5d/f7e914f7d9325abff4057cee62c0fa70263683189f774473cbfb534cd13b/matplotlib-3.10.9-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:34cf8167e023ad956c15f36302911d5406bd99a9862c1a8499ea6f7c0e015dc2", size = 9885085, upload-time = "2026-04-24T00:13:25.849Z" }, - { url = "https://files.pythonhosted.org/packages/a5/fd/fa69f2221534e80cc5772ac2b7d222011a2acafc2ec7216d5dd174c864ae/matplotlib-3.10.9-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:59476c6d29d612b8e9bb6ce8c5b631be6ba8f9e3a2421f22a02b192c7dd28716", size = 9672358, upload-time = "2026-04-24T00:13:28.906Z" }, - { url = "https://files.pythonhosted.org/packages/ab/1a/5a4f747a8b271cbb024946d2dd3c913ab5032ba430626f8c3528ada96b4b/matplotlib-3.10.9-cp314-cp314-win_amd64.whl", hash = "sha256:336b9acc64d309063126edcdaca00db9373af3c476bb94388fe9c5a53ad13e6f", size = 8349970, upload-time = "2026-04-24T00:13:31.904Z" }, - { url = "https://files.pythonhosted.org/packages/64/dc/95d60ecaefe30680a154b52ea96ab4b0dab547f1fd6aa12f5fb655e89cae/matplotlib-3.10.9-cp314-cp314-win_arm64.whl", hash = "sha256:2dc9477819ffd78ad12a20df1d9d6a6bd4fec6aaa9072681465fddca052f1456", size = 8272785, upload-time = "2026-04-24T00:13:34.511Z" }, - { url = "https://files.pythonhosted.org/packages/70/a0/005d68bc8b8418300ce6591f18586910a8526806e2ab663933d9f20a41e9/matplotlib-3.10.9-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:da4e09638420548f31c354032a6250e473c68e5a4e96899b4844cf39ddea23fe", size = 8367999, upload-time = "2026-04-24T00:13:36.962Z" }, - { url = "https://files.pythonhosted.org/packages/22/05/1236cc9290be70b2498af20ca348add76e3fffe7f67b477db5133a84f3ea/matplotlib-3.10.9-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:345f6f68ecc8da0ca56fad2ea08fde1a115eda530079eca185d50a7bc3e146c6", size = 8264543, upload-time = "2026-04-24T00:13:39.851Z" }, - { url = "https://files.pythonhosted.org/packages/cd/c2/071f5a5ff6c5bd63aaaf2f45c811d9bf2ced94bde188d9e1a519e21d0cba/matplotlib-3.10.9-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4edcfbd8565339aa62f1cd4012f7180926fdbe71850f7b0d3c379c175cd6b66c", size = 9622800, upload-time = "2026-04-24T00:13:42.296Z" }, - { url = "https://files.pythonhosted.org/packages/95/57/da7d1f10a85624b9e7db68e069dd94e58dc41dbf9463c5921632ecbe3661/matplotlib-3.10.9-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6be157fe17fc37cb95ac1d7374cf717ce9259616edec911a78d9d26dae8522d4", size = 9888561, upload-time = "2026-04-24T00:13:45.026Z" }, - { url = "https://files.pythonhosted.org/packages/67/b2/ef8d6bb59b0edb6c16c968b70f548aa13b54348972def5aa6ac85df67145/matplotlib-3.10.9-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:4e42042d54db34fda4e95a7bd3e5789c2a995d2dad3eb8850232ee534092fbbf", size = 9680884, upload-time = "2026-04-24T00:13:48.066Z" }, - { url = "https://files.pythonhosted.org/packages/61/1c/d21bfeb9931881ebe96bcfcff27c7ae4b160ae0ec291a714c42641a56d75/matplotlib-3.10.9-cp314-cp314t-win_amd64.whl", hash = "sha256:c27df8b3848f32a83d1767566595e43cfaa4460380974da06f4279a7ec143c39", size = 8432333, upload-time = "2026-04-24T00:13:51.008Z" }, - { url = "https://files.pythonhosted.org/packages/78/23/92493c3e6e1b635ccfff146f7b99e674808787915420373ac399283764c2/matplotlib-3.10.9-cp314-cp314t-win_arm64.whl", hash = "sha256:a49f1eadc84ca85fd72fa4e89e70e61bf86452df6f971af04b12c60761a0772c", size = 8324785, upload-time = "2026-04-24T00:13:53.633Z" }, + { url = "https://files.pythonhosted.org/packages/da/17/f5276b496c61477a6c4fc5e7401f4bfe1c2e5ef7c6cd67896f2ade3809cb/matplotlib-3.11.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:06b5872e9cf11adc8f589ded3ce11bc3e1061ad498259664fabc1f6615beb918", size = 9449976, upload-time = "2026-06-12T02:27:50.989Z" }, + { url = "https://files.pythonhosted.org/packages/82/34/bdd77418adb2178a1d59f044bd67bfebb115896e91b840b8a197eb3f4f4e/matplotlib-3.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0515d495124be3124340e59f164d901ed4484e2246a5b74cfa483cac3b80bd97", size = 9279307, upload-time = "2026-06-12T02:27:53.247Z" }, + { url = "https://files.pythonhosted.org/packages/94/95/7f522393c88313336b20d70fc849555757b2e5febc22b83b3a3f0fd4bce9/matplotlib-3.11.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:be5f93a1d21981bfb802ded0d77a0caa92d4342a47d45754fac77e314a506344", size = 10031353, upload-time = "2026-06-12T02:27:55.215Z" }, + { url = "https://files.pythonhosted.org/packages/87/ce/8f25a0e3186aefd61913e7467d1b999465bcd0d0c03ac695c1b26ca559b7/matplotlib-3.11.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:41635d7909d19e52e924a521dde6d8f670b0f53ab1d0e8c331fa831554f681d1", size = 10839232, upload-time = "2026-06-12T02:27:57.746Z" }, + { url = "https://files.pythonhosted.org/packages/85/c2/db15da2bbdf9e3ca66df7db8e2c33a1dfed67be24a24d2c878efaaff01d6/matplotlib-3.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:94f5000f67ca9faa300863ea17f8bce9175cb67b88bec4bc7780502d53dd7c9e", size = 10923899, upload-time = "2026-06-12T02:28:00.223Z" }, + { url = "https://files.pythonhosted.org/packages/e5/2f/a58a4443a4d052a4ea77557478336aefc26c7981f6408d37adba763aa758/matplotlib-3.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:ac6f1ef39f3d0f9e2463303013094992cdbe0f85f43bc54155bc472b2042768e", size = 9329528, upload-time = "2026-06-12T02:28:02.27Z" }, + { url = "https://files.pythonhosted.org/packages/61/0f/4b669589d47733b97ab9df4b58d6fc1e68acb5ea42a928dc7cbdd6bf5871/matplotlib-3.11.0-cp312-cp312-win_arm64.whl", hash = "sha256:9dd11fb612ce7bc60b1de5b4fc87ff959d22317b5de42aabf392f66f97af22eb", size = 9003413, upload-time = "2026-06-12T02:28:04.49Z" }, + { url = "https://files.pythonhosted.org/packages/55/41/aa47f156b061d14c98b906f76c428507397708ec63ff94f410ae1752b426/matplotlib-3.11.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:6ce3b839b34ae1f430b4616893a2945a2999debaa7e94e7e29a2a8bbf286f7b5", size = 9450532, upload-time = "2026-06-12T02:28:06.769Z" }, + { url = "https://files.pythonhosted.org/packages/8c/4f/5a9eb0375e81413953febf8af7b012a6b6357f53438a15c4f5ad86c6bbb5/matplotlib-3.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:373db8f91214e8ccaf35ac833cc1dd59dd961e148bbd55dd027141591dde1313", size = 9279760, upload-time = "2026-06-12T02:28:09.152Z" }, + { url = "https://files.pythonhosted.org/packages/a4/c0/1117d53077e3ac3152503a84e9cf7a5c239576805ee71276e80c2aaa7471/matplotlib-3.11.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:be152b7570324dc8d01574cc9474dd2d803237acf528bcbb5b211fa347461a09", size = 10031623, upload-time = "2026-06-12T02:28:11.26Z" }, + { url = "https://files.pythonhosted.org/packages/92/7e/e937138daffad65b71bf831a377809dcbc830fb4f31a31e067dc1faa2575/matplotlib-3.11.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:126f256df600652d7e4b394cf3164ff75210a00038f287c95a012a6f58d0e83f", size = 10839372, upload-time = "2026-06-12T02:28:14.102Z" }, + { url = "https://files.pythonhosted.org/packages/1d/c2/438ecc197ffb8023b6b9922915542f2172f5fd45b76703b0b4fc47322243/matplotlib-3.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:03acfeddf87b0dddb11b081ef7740ad445a3ca8bcb6b8e3011b08f2cf802b75c", size = 10924099, upload-time = "2026-06-12T02:28:16.383Z" }, + { url = "https://files.pythonhosted.org/packages/40/2e/395883da416f378b3ed2c9f3e843ac477eae1ce731b671b79adaa6f0bacd/matplotlib-3.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:ab3722f04f3ff34c23b5012c5873d2894174e06c3822fcdac3610965a5ac7d06", size = 9329727, upload-time = "2026-06-12T02:28:18.581Z" }, + { url = "https://files.pythonhosted.org/packages/61/82/2c388956abf8bf392dfb5b8917c502f1082df6a941b781ab8c8e5ba2474b/matplotlib-3.11.0-cp313-cp313-win_arm64.whl", hash = "sha256:c945824670fb8915b4ac879e5e61f3c58e0913022f70a0de4c082b17372f8771", size = 9003506, upload-time = "2026-06-12T02:28:20.474Z" }, + { url = "https://files.pythonhosted.org/packages/c8/c1/34454baa44da7975ada82e9aea37105ec47059514dc967d3be14426ba8dc/matplotlib-3.11.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:3489c3dc487669b4a980bc3068f87856de7a1564248d3f6c629efb2a58b03f24", size = 9499838, upload-time = "2026-06-12T02:28:22.713Z" }, + { url = "https://files.pythonhosted.org/packages/b1/c3/98fe79a398cf232219f090163a7fa7e6766e9f2e0ad26df54d6f8934d8ee/matplotlib-3.11.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:6a98f5476ce784a50ce09998f4ae1e6a9f25043cef8a480c98949902eda74620", size = 9332298, upload-time = "2026-06-12T02:28:24.796Z" }, + { url = "https://files.pythonhosted.org/packages/95/e4/b4b7c33151e74e5c802f3cde1ba807ebfc38401e329b44e215a5888dd76d/matplotlib-3.11.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:565af866fd63e4bd3f987d580afe27c44c2552a3b3305f4ecbb85133601ea6f3", size = 10045491, upload-time = "2026-06-12T02:28:27.141Z" }, + { url = "https://files.pythonhosted.org/packages/71/28/394548efd68354110c1a1be11fe6b6e559e06d1a23da35908a0e316c55a9/matplotlib-3.11.0-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e6b3e64dea5062c570f04358e2711859f3531b459f29516274fbad889079e4f3", size = 10857059, upload-time = "2026-06-12T02:28:29.222Z" }, + { url = "https://files.pythonhosted.org/packages/c8/44/e7922e6e2a4d63bdfbc9dc4a53e3850ab438d46cf42e6779bb15ec92c948/matplotlib-3.11.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:942b37c5db1899610bd1543ce8e13e4ecff9a4633e7f63bb6aa9205d2644ebd1", size = 10939576, upload-time = "2026-06-12T02:28:31.66Z" }, + { url = "https://files.pythonhosted.org/packages/3d/be/b1ca96003a441d619b727fee21d671fdff7a5ce2f1bb797b2521aa2f679a/matplotlib-3.11.0-cp313-cp313t-win_amd64.whl", hash = "sha256:c08e649a6313e1291e713623b97a38e5bb4aa580b2a100a94a3309bc6b9c8eb3", size = 9379519, upload-time = "2026-06-12T02:28:33.888Z" }, + { url = "https://files.pythonhosted.org/packages/e3/72/4bf3b91821c34596dd6a7bdac5836d94f744144c8208939ef49d8ec43f7e/matplotlib-3.11.0-cp313-cp313t-win_arm64.whl", hash = "sha256:2746cd2c113742ff6ce37a864c5ac5fd7aa644568f445e66166e457ac78e40e0", size = 9055456, upload-time = "2026-06-12T02:28:35.878Z" }, + { url = "https://files.pythonhosted.org/packages/57/52/a94102ac99eb78e2fe9b826674f9ef9ee23327110ea6ab4776c1b4eb6209/matplotlib-3.11.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:3338e3e3de128cf50d0d2fb92a122815daf9c755bd882a474343c05f8fd7ec79", size = 9452137, upload-time = "2026-06-12T02:28:37.93Z" }, + { url = "https://files.pythonhosted.org/packages/7c/03/b8cdb625a21f710dfa11bbca1f48fb4057d2c0286975f8b415bf80942c99/matplotlib-3.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:25c2e5455efd8d99f41fb79871a31feb7d301569642e332ec58d72cfe9282bc3", size = 9281514, upload-time = "2026-06-12T02:28:40.028Z" }, + { url = "https://files.pythonhosted.org/packages/b7/2d/4e1240ea82ee197dfb3851e71f71c87eeeb975f1753b56a0588e4e80739a/matplotlib-3.11.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d9695457a467ff86d23f35037a43deb6f1134dd6d3e2ac8ce1e2087cff09ffb9", size = 10843005, upload-time = "2026-06-12T02:28:42.39Z" }, + { url = "https://files.pythonhosted.org/packages/29/dc/6377ecfaa5fef79430f74a1a16638b4e2aa30d4692bae2c19f9d76fe3b01/matplotlib-3.11.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:19c16c61dea63b3582918503e6b294193961261d9daa806d4ae2151f1ad05430", size = 11127459, upload-time = "2026-06-12T02:28:44.483Z" }, + { url = "https://files.pythonhosted.org/packages/6f/41/795c405aa7560443a3b01309424cde4a1113b85c90b8a63417444a749617/matplotlib-3.11.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2d72ea8b7924f3cb955e61518d21e43b3df1e6c8a793b480a0c1214f185d30ba", size = 10925160, upload-time = "2026-06-12T02:28:46.564Z" }, + { url = "https://files.pythonhosted.org/packages/1a/f7/3a9e6389a7cfaeff76c56e40c2dabcb13110e21e82f837228c834ebe748c/matplotlib-3.11.0-cp314-cp314-win_amd64.whl", hash = "sha256:1c02da0a629dfa9debf52725ea06866b74c1fb70a895bae05e4493d34074f9f2", size = 9485186, upload-time = "2026-06-12T02:28:49.344Z" }, + { url = "https://files.pythonhosted.org/packages/8b/c0/396478ee7cf2091d182db8b4a8695f6a37f1ddb978989cf9dbb84cd5c123/matplotlib-3.11.0-cp314-cp314-win_arm64.whl", hash = "sha256:aa55d73b3117d4b07f959cd9eb6f69b375d8df3414139c479388e551aa5d999d", size = 9160349, upload-time = "2026-06-12T02:28:51.382Z" }, + { url = "https://files.pythonhosted.org/packages/c5/6f/1c3bd51bb2b34eaacdcf3c3d859dbb357f952fc8020c617dc118ad7c9e38/matplotlib-3.11.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:a9d8c6e7cd2f0ddf11d8d92e520dd1d9d2abb0cf6ac8831e338666c81e905847", size = 9500921, upload-time = "2026-06-12T02:28:53.443Z" }, + { url = "https://files.pythonhosted.org/packages/e0/0d/4d861d0121840cb1a3fd4a10deb211efd6fccd481ed23e553f31f4f4da4a/matplotlib-3.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:be050fcf32f729eda99f7f75a80bf67612ce16ab9ac1c23a387dcaede95cb70e", size = 9332190, upload-time = "2026-06-12T02:28:55.623Z" }, + { url = "https://files.pythonhosted.org/packages/4b/cb/22f6bc35711a0b5639a784e74e653e77c86210bd4304449dd399a482f74e/matplotlib-3.11.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dfabef0230d0697aa0d717385194dd41162e00207a68bf4abf94c2bf4c27dca0", size = 10854181, upload-time = "2026-06-12T02:28:57.856Z" }, + { url = "https://files.pythonhosted.org/packages/3f/7e/9a9eaca731a2939589da520f0ebe8fd8753d0f51fca98c7d20af6dbe261a/matplotlib-3.11.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1644db30e759199443493ac5e5caec24fdb775a8f6123021f85ba47c4133c3cb", size = 11137715, upload-time = "2026-06-12T02:29:00.555Z" }, + { url = "https://files.pythonhosted.org/packages/ef/f9/9b030b6088354acb0296871bb624b25befc1c42509d3c6cd17420c83a5b8/matplotlib-3.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:15b0d160079cb10699a0e98b5989c70677b2df7cacdc62af67c30f2facec46d9", size = 10939427, upload-time = "2026-06-12T02:29:02.527Z" }, + { url = "https://files.pythonhosted.org/packages/59/94/6b273eaee4ee250863567d100865da61a5c1527fa67f527b7ed22e0dd29c/matplotlib-3.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:446307e6b04b57b1f1239e228a1ec2af0d589a1008cebc3dfa3f5441d095cfb6", size = 9535809, upload-time = "2026-06-12T02:29:04.994Z" }, + { url = "https://files.pythonhosted.org/packages/60/95/1d36bddf2b7e2692c1540e78a6e5bc88bc1496b137e3e35a611f91b65ac3/matplotlib-3.11.0-cp314-cp314t-win_arm64.whl", hash = "sha256:652fb5696271d4c50f196d22a5ff4f8e4444c74f847423570d7dc0aa2bbd0159", size = 9209226, upload-time = "2026-06-12T02:29:07.033Z" }, ] [[package]] @@ -826,14 +826,14 @@ wheels = [ [[package]] name = "pandas-stubs" -version = "3.0.0.260204" +version = "3.0.3.260530" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "numpy" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/27/1d/297ff2c7ea50a768a2247621d6451abb2a07c0e9be7ca6d36ebe371658e5/pandas_stubs-3.0.0.260204.tar.gz", hash = "sha256:bf9294b76352effcffa9cb85edf0bed1339a7ec0c30b8e1ac3d66b4228f1fbc3", size = 109383, upload-time = "2026-02-04T15:17:17.247Z" } +sdist = { url = "https://files.pythonhosted.org/packages/3d/aa/c41a8a0ff86fd85dbb3ec0c1f3fa488ca64a8b5f82654ae1b07d84acefe5/pandas_stubs-3.0.3.260530.tar.gz", hash = "sha256:d1efe47b2e5a312c047d7feabec5cb7a55365747983420077e9fcbe9ab74f714", size = 113183, upload-time = "2026-05-30T17:47:40.34Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/7c/2f/f91e4eee21585ff548e83358332d5632ee49f6b2dcd96cb5dca4e0468951/pandas_stubs-3.0.0.260204-py3-none-any.whl", hash = "sha256:5ab9e4d55a6e2752e9720828564af40d48c4f709e6a2c69b743014a6fcb6c241", size = 168540, upload-time = "2026-02-04T15:17:15.615Z" }, + { url = "https://files.pythonhosted.org/packages/0b/e0/99ec5b02203c4e9ce878bc63d8caa06ac1f891e4d63bded9a5ced70fcb4f/pandas_stubs-3.0.3.260530-py3-none-any.whl", hash = "sha256:a6277eb1c8cebf48d9b2413fcd2e9a6b4ff479c934a223c29eacbc3058c4cb55", size = 173780, upload-time = "2026-05-30T17:47:39.13Z" }, ] [[package]] @@ -907,11 +907,11 @@ wheels = [ [[package]] name = "platformdirs" -version = "4.9.6" +version = "4.10.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/9f/4a/0883b8e3802965322523f0b200ecf33d31f10991d0401162f4b23c698b42/platformdirs-4.9.6.tar.gz", hash = "sha256:3bfa75b0ad0db84096ae777218481852c0ebc6c727b3168c1b9e0118e458cf0a", size = 29400, upload-time = "2026-04-09T00:04:10.812Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d7/47/e4501f49c178ae1d9f4a75073fda4204f52647993f075a9db4d14930e0c5/platformdirs-4.10.0.tar.gz", hash = "sha256:31e761a6a0ca04faf7353ea759bdba55652be214725111e5aac52dfa29d4bef7", size = 31224, upload-time = "2026-05-28T03:32:53.587Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/75/a6/a0a304dc33b49145b21f4808d763822111e67d1c3a32b524a1baf947b6e1/platformdirs-4.9.6-py3-none-any.whl", hash = "sha256:e61adb1d5e5cb3441b4b7710bea7e4c12250ca49439228cc1021c00dcfac0917", size = 21348, upload-time = "2026-04-09T00:04:09.463Z" }, + { url = "https://files.pythonhosted.org/packages/81/e6/cd9575ac904136b3cbf7aa7ee819ef86eedb7274e46f230e94ea4342e729/platformdirs-4.10.0-py3-none-any.whl", hash = "sha256:fb516cdb12eb0d857d0cd85a7c57cea4d060bee4578d6cf5a14dfdf8cbf8784a", size = 22743, upload-time = "2026-05-28T03:32:52.175Z" }, ] [[package]] @@ -1089,7 +1089,7 @@ wheels = [ [[package]] name = "pytest" -version = "9.0.3" +version = "9.1.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "colorama", marker = "sys_platform == 'win32'" }, @@ -1098,9 +1098,9 @@ dependencies = [ { name = "pluggy" }, { name = "pygments" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" } +sdist = { url = "https://files.pythonhosted.org/packages/84/0e/b5858858d74958632c49b72cb25a3976ff9f632397626715be71c89d3971/pytest-9.1.0.tar.gz", hash = "sha256:41dd9148c08072446394cefd3d79701701335a9f4cae69ba92e39f6c7f5c061c", size = 1634181, upload-time = "2026-06-13T18:52:45.983Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" }, + { url = "https://files.pythonhosted.org/packages/8b/5a/ba30a81239b909821b3153e303e7def45178bf353da4f72380e6c5e8793b/pytest-9.1.0-py3-none-any.whl", hash = "sha256:8ebb0e7888bdf2bdfc602ec51f8f62d50200af37356c74e503c79a94f5c81f32", size = 386453, upload-time = "2026-06-13T18:52:44.045Z" }, ] [[package]] @@ -1117,15 +1117,15 @@ wheels = [ [[package]] name = "python-discovery" -version = "1.3.1" +version = "1.4.2" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "filelock" }, { name = "platformdirs" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/48/60/e88788207d81e46362cfbef0d4aaf4c0f49efc3c12d4c3fa3f542c34ebec/python_discovery-1.3.1.tar.gz", hash = "sha256:62f6db28064c9613e7ca76cb3f00c38c839a07c31c00dfe7ed0986493d2150a6", size = 68011, upload-time = "2026-05-12T20:53:36.336Z" } +sdist = { url = "https://files.pythonhosted.org/packages/0b/1a/cbbaf13b730abb0a16b964d984e19f2fe520c21a4dc664051359a3f5a9e7/python_discovery-1.4.2.tar.gz", hash = "sha256:8f3746c4b4968d22afbb97d36e1a0e5b66e6c0f297290f2e95f05b9b8bf18690", size = 70277, upload-time = "2026-06-11T16:10:42.383Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/b7/6f/a05a317a66fee0aad270011461f1a63a453ed12471249f172f7d2e2bc7b4/python_discovery-1.3.1-py3-none-any.whl", hash = "sha256:ed188687ebb3b82c01a17cd5ac62fc94d9f6487a7f1a0f9dfe89753fec91039c", size = 33185, upload-time = "2026-05-12T20:53:34.969Z" }, + { url = "https://files.pythonhosted.org/packages/1a/82/a70006589557f267f15bd384c0642ad49f0d97b690c3a05b166b9dcbad3b/python_discovery-1.4.2-py3-none-any.whl", hash = "sha256:475803f53b7b2ed6e490e27373f9d8340f7d2eebf9acdaf645d7d714c97bb500", size = 33886, upload-time = "2026-06-11T16:10:41.192Z" }, ] [[package]] @@ -1191,27 +1191,27 @@ wheels = [ [[package]] name = "ruff" -version = "0.15.13" +version = "0.15.17" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/24/21/a7d5c126d5b557715ef81098f3db2fe20f622a039ff2e626af28d674ab80/ruff-0.15.13.tar.gz", hash = "sha256:f9d89f17f7ba7fb2ed42921f0df75da797a9a5d71bc39049e2c687cf2baf44b7", size = 4678180, upload-time = "2026-05-14T13:44:37.869Z" } +sdist = { url = "https://files.pythonhosted.org/packages/8c/a9/3abdf488f1bf3d24c699415e454ed554a6350d5d89ce183be1ee0a3361ac/ruff-0.15.17.tar.gz", hash = "sha256:2ec446937fd16c8c4de2674a209cc5af64d9c6f17d21fbf1151054fa0bcf5219", size = 4743346, upload-time = "2026-06-11T17:54:47.663Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/c6/61/11d458dc6ac22504fd8e237b29dfd40504c7fbbcc8930402cfe51a8e63ed/ruff-0.15.13-py3-none-linux_armv6l.whl", hash = "sha256:444b580fc72fd6887e650acd3e575e18cdc79dbcf42fb4030b491057921f61f8", size = 10738279, upload-time = "2026-05-14T13:44:18.7Z" }, - { url = "https://files.pythonhosted.org/packages/86/ca/caa871ee7be718c45256fada4e16a218ee3e33f0c4a46b729a60a24912e6/ruff-0.15.13-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:6590d009e7cb7ebf36f83dbdd44a3fa48a0994ff6f1cdc1b08006abe58f98dc7", size = 11124798, upload-time = "2026-05-14T13:44:06.427Z" }, - { url = "https://files.pythonhosted.org/packages/d3/19/43f5f2e568dddde567fc41f8471f9432c09563e19d3e617a48cfa52f8f0a/ruff-0.15.13-py3-none-macosx_11_0_arm64.whl", hash = "sha256:1c26d2f66163deeb6e08d8b39fbbe983ce3c71cea06a6d7591cfd1421793c629", size = 10460761, upload-time = "2026-05-14T13:44:04.375Z" }, - { url = "https://files.pythonhosted.org/packages/99/df/cf938cd6de3003178f03ad7c1ea2a6c099468c03a35037985070b37e76be/ruff-0.15.13-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9dbd6f94b434f896308e4d57fb7bfde0d02b99f7a64b3bdab0fdfa6a864203a5", size = 10804451, upload-time = "2026-05-14T13:44:25.221Z" }, - { url = "https://files.pythonhosted.org/packages/c7/7d/5d0973129b154ded2225729169d7068f26b467760b146493fde138415f23/ruff-0.15.13-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:bf3259f3be4d181bda591da5db2571aed6853c6a048157756448020bc6c5cd22", size = 10534285, upload-time = "2026-05-14T13:44:08.888Z" }, - { url = "https://files.pythonhosted.org/packages/1f/e3/6b999bbc66cd51e5f073842bc2a3995e99c5e0e72e16b15e7261f7abf57a/ruff-0.15.13-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ae9c17e5eb4430c154e76abc25d79a318190f5a997f38fb6b114416c5319ffc9", size = 11312063, upload-time = "2026-05-14T13:44:11.274Z" }, - { url = "https://files.pythonhosted.org/packages/af/5a/642639e9f5db04f1e97fbd6e091c6fd20725bdf072fb114d00eefb9e6eb8/ruff-0.15.13-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2e2e39bff6c341f4b577a21b801326fab0b11847f48fcaa83f00a113c9b3cb55", size = 12183079, upload-time = "2026-05-14T13:44:01.634Z" }, - { url = "https://files.pythonhosted.org/packages/19/4c/7585735f6b53b0f12de13618b2f7d250a844f018822efc899df2e7b8295f/ruff-0.15.13-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e8d9a8e08013542e94d3220bc5b62cc3e5ef87c5f74bff367d3fac14fab013e6", size = 11440833, upload-time = "2026-05-14T13:43:59.043Z" }, - { url = "https://files.pythonhosted.org/packages/e8/31/bf1a0803d077e679cfeee5f2f67290a0fa79c7385b5d9a8c17b9db2c48f0/ruff-0.15.13-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc411dfebe5eebe55ce041c6ae080eb7668955e866daa2fbb16692a784f1c4ca", size = 11434486, upload-time = "2026-05-14T13:44:27.761Z" }, - { url = "https://files.pythonhosted.org/packages/e1/4e/62c9b999875d4f14db80f277c030578f5e249c9852d65b7ac7ad0b43c041/ruff-0.15.13-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:768494eb08b9cee54e2fd27969966f74db5a57f6eaa7a90fcb3306af34dfc4bd", size = 11385189, upload-time = "2026-05-14T13:44:13.704Z" }, - { url = "https://files.pythonhosted.org/packages/fc/89/7e959047a104df3eb12863447c110140191fc5b6c4f379ea2e803fcdb0e4/ruff-0.15.13-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:fb75f9a3a7e42ffe117d734494e6c5e5cb3565d66e12612cb63d0e572a41a5b6", size = 10781380, upload-time = "2026-05-14T13:43:56.734Z" }, - { url = "https://files.pythonhosted.org/packages/ff/52/5fd18f3b88cab63e88aa11516b3b4e1e5f720e5c330f8dbe5c26210f41f8/ruff-0.15.13-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:8cb74dd33bb2f6613faf7fc03b660053b5ac4f80e706d5788c6335e2a8048d51", size = 10540605, upload-time = "2026-05-14T13:44:20.748Z" }, - { url = "https://files.pythonhosted.org/packages/e8/e0/9e35f338990d3e41a82875ff7053ffe97541dae81c9d02143177f381d572/ruff-0.15.13-py3-none-musllinux_1_2_i686.whl", hash = "sha256:7ef823f817fcd191dc934e984be9cf4094f808effa16f2542ad8e821ba02bbf2", size = 11036554, upload-time = "2026-05-14T13:44:16.256Z" }, - { url = "https://files.pythonhosted.org/packages/c2/13/070fb048c24080fba188f66371e2a92785be257ad02242066dc7255ac6e9/ruff-0.15.13-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:f345a13937bd7f09f6f5d19fa0721b0c103e00e7f62bc67089a8e5e037719e0b", size = 11528133, upload-time = "2026-05-14T13:44:22.808Z" }, - { url = "https://files.pythonhosted.org/packages/6b/8c/b1e1666aef7fc6555094d73ae6cd981701781ae85b97ceefc0eebd0b4668/ruff-0.15.13-py3-none-win32.whl", hash = "sha256:4044f94208b3b05ba0fc4a4abd0558cf4d6459bd18325eead7fd8cc66f909b41", size = 10721455, upload-time = "2026-05-14T13:44:35.697Z" }, - { url = "https://files.pythonhosted.org/packages/ab/a6/870a3e8a50590bb92be184ad928c2922f088b00d9dc5c5ec7b924ee08c22/ruff-0.15.13-py3-none-win_amd64.whl", hash = "sha256:7064884d442b7d477b4e7473d12da7f08851d2b1982763c5d3f388a19468a1a4", size = 11900409, upload-time = "2026-05-14T13:44:30.389Z" }, - { url = "https://files.pythonhosted.org/packages/9b/36/9c015cd052fca743dae8cb2aeb16b551444787467db42ceab0fc968865af/ruff-0.15.13-py3-none-win_arm64.whl", hash = "sha256:2471da9bd1068c8c064b5fd9c0c4b6dddffd6369cb1cd68b29993b1709ff1b21", size = 11179336, upload-time = "2026-05-14T13:44:33.026Z" }, + { url = "https://files.pythonhosted.org/packages/db/4d/e11259f5da07cb6afb2d074c31bf09da9671993f7329d4f15d2fdc458301/ruff-0.15.17-py3-none-linux_armv6l.whl", hash = "sha256:d9feddb927fc68bd295f5eebc587a7e42cfaf9b65f60ca4a2386febff575da8f", size = 10856677, upload-time = "2026-06-11T17:54:49.533Z" }, + { url = "https://files.pythonhosted.org/packages/29/3e/772d679e1a0dc058e58875bd2c0cb713a0530877b4a76fee3c7966df0d49/ruff-0.15.17-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:25805a226d741c47d274a35ad5c10a7dde175fcddfa511d7cf3da0a21eb3eab7", size = 11223443, upload-time = "2026-06-11T17:55:00.573Z" }, + { url = "https://files.pythonhosted.org/packages/68/58/bd41f7688b2fd5623012605130ed70e60aa7f2244baa3d5066bdd61530c8/ruff-0.15.17-py3-none-macosx_11_0_arm64.whl", hash = "sha256:f6ad73b14c2d18a3bf8ad7cb6974294d7f613a7898604826058e6ac64918ef4d", size = 10566458, upload-time = "2026-06-11T17:55:07.52Z" }, + { url = "https://files.pythonhosted.org/packages/d8/5b/733371013fcf1ec339e477ece6ab42bfe10bdd9bba8ee88a9516aa56bfc0/ruff-0.15.17-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ba0c1e4f95bcb3869d0d30cbd5917071ef2e28665abfec970cdab0492c713ed", size = 10914483, upload-time = "2026-06-11T17:55:05.501Z" }, + { url = "https://files.pythonhosted.org/packages/bd/cc/6f24251cc0252f7239391ccb85833f320efad14ebe5b443943f37ced6332/ruff-0.15.17-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:81647960f10bff57d2e51cadd0c3950fe598400c852863a038720ef5b8cca91e", size = 10647497, upload-time = "2026-06-11T17:54:57.733Z" }, + { url = "https://files.pythonhosted.org/packages/68/dd/0d10c17ce1a1624d6fc3156309c3f834fdb5dfaad026ec90c85684f3990e/ruff-0.15.17-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0e01a84ddbc8c16c23055ba3924476850f1bbc1917cebbb9376665a63e74260d", size = 11416967, upload-time = "2026-06-11T17:54:51.461Z" }, + { url = "https://files.pythonhosted.org/packages/2f/91/556bfb156f6144f355e831c23db00b2fc4120f86b3ce81cc5f7fd2df51f3/ruff-0.15.17-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:84fe9f653152f8f294f9f7e03bf3a453d8b4a27f7a59c78c8666167f2b17b96c", size = 12335770, upload-time = "2026-06-11T17:54:45.793Z" }, + { url = "https://files.pythonhosted.org/packages/88/82/8b5999aa13355e926f06d9f42a32dcca862f623bf0363785ff89d607dffd/ruff-0.15.17-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8c0fe88a7676e7a05b73174d4d4a59cb2ac21ff8263583f87a81a6018475a978", size = 11575441, upload-time = "2026-06-11T17:54:32.661Z" }, + { url = "https://files.pythonhosted.org/packages/11/93/f10377bb04109ca0e8cbc483ff1982c54b6d418210041776f93e8cdc7fa9/ruff-0.15.17-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ecfc3c7878fff94633ab0348524e093f9ce3243080416dd7d14f8ba400174719", size = 11557614, upload-time = "2026-06-11T17:54:34.698Z" }, + { url = "https://files.pythonhosted.org/packages/c7/a6/eeeae7f7d5493df41649ab3db92f086b2d0a30199e4efdf8e3dd7a033f24/ruff-0.15.17-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:b8461180b22420b1bdc289909410930761629fddf2a5aaf60fae1ab26cedc4c4", size = 11544450, upload-time = "2026-06-11T17:54:39.042Z" }, + { url = "https://files.pythonhosted.org/packages/32/88/5991ce565129a24dd4a00db1254b3b5db2e53018cbe4018ea5a89738e727/ruff-0.15.17-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:6eccbe50a038b503e7140b441aa9c7fc8c1f36edf23ebef9f4165c2f28f568b7", size = 10892524, upload-time = "2026-06-11T17:55:09.432Z" }, + { url = "https://files.pythonhosted.org/packages/f5/1d/0fdd248313425f55223968af04b0a42125466a8d88d21c1d99c6af0a51e8/ruff-0.15.17-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:382fc0521025f5a8ad447d8bdd523545d0d7646adb718eb1c2dac5065ec27c0f", size = 10659573, upload-time = "2026-06-11T17:54:36.824Z" }, + { url = "https://files.pythonhosted.org/packages/9e/0e/072e8260deb9461062ce9311ced27a8e541229a6ffd483013dd37661e43e/ruff-0.15.17-py3-none-musllinux_1_2_i686.whl", hash = "sha256:456d41fcd1b2777ad63f09a6e7121d43f7b688bbc76a800c10f7f8fb1f912c3f", size = 11127818, upload-time = "2026-06-11T17:55:03.124Z" }, + { url = "https://files.pythonhosted.org/packages/ab/b4/55060a34163121498014696b5f656db5b8c6963768f227dbf0d76b311073/ruff-0.15.17-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:b1a04bcc94ae6194e9db05d16ad31f298a7194bfbcb08258bbe589cee1d587b8", size = 11655901, upload-time = "2026-06-11T17:54:53.562Z" }, + { url = "https://files.pythonhosted.org/packages/49/71/9b29d6b87cef468d697f43c6a91e3fae4a80185779d7d5a4ef27d173439f/ruff-0.15.17-py3-none-win32.whl", hash = "sha256:596065960ab1ff593f744220c9fe6580eda00a95003cffa9f4048bb5b1bf0392", size = 10925574, upload-time = "2026-06-11T17:54:55.723Z" }, + { url = "https://files.pythonhosted.org/packages/3d/b2/8fc77f3723228836fa5d12497eb71c808f83782e10d058d2b15cfa14640b/ruff-0.15.17-py3-none-win_amd64.whl", hash = "sha256:6769e5fa1710b179b92e0bfa5a51735b35baea9013dadb06d5f44cbcf9547084", size = 12058788, upload-time = "2026-06-11T17:54:41.042Z" }, + { url = "https://files.pythonhosted.org/packages/2d/c7/c53e8dbff9c9dc4b7928773421ae294a5d28fcb8dcda1a089579d3a7e510/ruff-0.15.17-py3-none-win_arm64.whl", hash = "sha256:f3be1fbb34bcdfd146240d8fb92a709d4c2c8191348580a3c044ec60fa0b4456", size = 11355275, upload-time = "2026-06-11T17:54:43.635Z" }, ] [[package]] @@ -1382,27 +1382,27 @@ wheels = [ [[package]] name = "ty" -version = "0.0.38" +version = "0.0.49" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/33/3b/45be6b37d5060d6917bf7f1f234c00d360fc5f8b7486f8a96af640e25661/ty-0.0.38.tar.gz", hash = "sha256:fbc8d47f7630457669ab41e333dc093897fdb7ead1ffc94dcf8f30b5d39aa56d", size = 5681218, upload-time = "2026-05-20T00:15:32.781Z" } +sdist = { url = "https://files.pythonhosted.org/packages/1d/8d/37cb91808069509d43a2a11743e12f1e854fd808dbef2203309d256718cd/ty-0.0.49.tar.gz", hash = "sha256:0a027bd0c9c75d035641a365d087ad883446057f9be0b9826251c2aecafbf145", size = 5884753, upload-time = "2026-06-12T03:08:20.221Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/54/43/ea9b4e57d6a266670dbe34858e92f6093ca054ad1b48f1c82580a72340fb/ty-0.0.38-py3-none-linux_armv6l.whl", hash = "sha256:3501dcf44ca03f813f9cb4fabfdf601adc0ac1337c411405b470530679e37a45", size = 11289326, upload-time = "2026-05-20T00:14:52.371Z" }, - { url = "https://files.pythonhosted.org/packages/5d/ff/24e2f623a1c6b5f5ccf8bf82fccd937033c6a7dba57a4028c7f41270fa4a/ty-0.0.38-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b34b4094b76252c3e8c90762cdd5e8a9f1101534484745ff4b480f71eb38ac2e", size = 11063047, upload-time = "2026-05-20T00:14:42.832Z" }, - { url = "https://files.pythonhosted.org/packages/e9/41/4f0d910f0acbd20b358eda80a5cd6a8361d27ff5b8e87ab559d3f69f125e/ty-0.0.38-py3-none-macosx_11_0_arm64.whl", hash = "sha256:c518ad33a877677365baab2e21d82cf59ffee789203a15a143f5179ee5a1d3f8", size = 10494436, upload-time = "2026-05-20T00:15:24.425Z" }, - { url = "https://files.pythonhosted.org/packages/69/d8/da06833422082aa98b169a391f9197e2d73865e96c90b6979ac886b890a2/ty-0.0.38-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9238494722303eccddc6a27eb647948b694eecd6b974910d13b9e6cd46bbeb6a", size = 11000992, upload-time = "2026-05-20T00:14:58.368Z" }, - { url = "https://files.pythonhosted.org/packages/16/f7/e1172197fb827e6410ca3eb0dc68ef2789f3c70683696f2a0ce5c90764fd/ty-0.0.38-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:31d91d7336c5d51bf822ac0df512f300584ca4dcca041fc6a6d7df03a8ddbb31", size = 11058583, upload-time = "2026-05-20T00:15:11.314Z" }, - { url = "https://files.pythonhosted.org/packages/5b/61/7fbaf0c05981e006a8804287819c574dff90a6bf8e96efad7226be0700aa/ty-0.0.38-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:65165879814993450710b9349791e4898c65e36b1e14eec554884c06a2f20ff1", size = 11531036, upload-time = "2026-05-20T00:15:14.62Z" }, - { url = "https://files.pythonhosted.org/packages/49/e3/47c0c64e401d50f925df3e52479d4e7626754b2a9e38201d142fdacd6252/ty-0.0.38-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6d61868b8d1c4033bf8088191de953fed245c2f9e1bb9d2d53e5699170b0924c", size = 12129991, upload-time = "2026-05-20T00:14:39.475Z" }, - { url = "https://files.pythonhosted.org/packages/90/99/2f452d02901bcd7f1b109cf5b848727ce37f372c3406143aa52d1305d40e/ty-0.0.38-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8f9a9175548c98dbff7707865738c07c2b1f8e07a09b8c68101baebb5dac59a4", size = 11756167, upload-time = "2026-05-20T00:15:27.526Z" }, - { url = "https://files.pythonhosted.org/packages/dd/0c/c7e14d111c813e1a20b82e944f1c997c4631a2bb710eaa64fb6b26835e13/ty-0.0.38-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:375d3a964c6b4aea2e9237fdb5eb9ed03dc43088986a94209a28a4ea3b62001c", size = 11637099, upload-time = "2026-05-20T00:15:21.261Z" }, - { url = "https://files.pythonhosted.org/packages/37/de/ab02659dd1ed62898db7db4d37f9937c80854dd45e95093fa0fe10328d82/ty-0.0.38-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:cdfd547782c45267aa0b52abad31bd406bf4768c264532ef9e2360cd3c6ce048", size = 11813583, upload-time = "2026-05-20T00:14:45.875Z" }, - { url = "https://files.pythonhosted.org/packages/7e/57/bd1b5ebf4e71a4295484afac0202df1740b0807762b86744b1bef4534984/ty-0.0.38-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:858bc675b75626470abe4e6c3b3934b853642b04f2ac4d7139fcefea3b48b213", size = 10975405, upload-time = "2026-05-20T00:15:30.354Z" }, - { url = "https://files.pythonhosted.org/packages/e7/55/0305c78711bbd23922cf291996a08ef9544f4179da98e9a75c14e608f379/ty-0.0.38-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:54be4f00432870da42cd74fe145a3362fd248e22d032c74bd807cb45bf068f94", size = 11097551, upload-time = "2026-05-20T00:14:55.179Z" }, - { url = "https://files.pythonhosted.org/packages/7c/4f/7effe7f9a6ac9719eb7234172c01739c5f888bb47f9acc2ea8da1f4afed3/ty-0.0.38-py3-none-musllinux_1_2_i686.whl", hash = "sha256:494af66a76a86dbf16a3003d3b63b03484aa4c7489dfe11f3ee5413b98b22d60", size = 11214391, upload-time = "2026-05-20T00:15:18.094Z" }, - { url = "https://files.pythonhosted.org/packages/75/cd/d9fdfec3a74a6ad0209fa5e7113ae29d4f457d0651cfbb813b4c6563e0d4/ty-0.0.38-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:3d92527c4be78a5ce6d32e8bb0aa2a6988d4076eddf1294e56fdaf06d1a98e7e", size = 11730871, upload-time = "2026-05-20T00:14:49.219Z" }, - { url = "https://files.pythonhosted.org/packages/0e/4a/beefade12d109b4f7793d61b04b4478b1ad4d1465a719e7ff55b2d42461a/ty-0.0.38-py3-none-win32.whl", hash = "sha256:36fc5dd5dc09207ff3004b1560a79a3fb8d12456daeec914a7b802a918da654c", size = 10548583, upload-time = "2026-05-20T00:15:07.892Z" }, - { url = "https://files.pythonhosted.org/packages/15/64/941b205e2e46cc2297c245c64aa7691410b7454fa4d07a6cb3cf59487833/ty-0.0.38-py3-none-win_amd64.whl", hash = "sha256:eef0a8956ba14514076b1a963d13eb32986d9ebad7f0527b3cc01cb68bf35147", size = 11650542, upload-time = "2026-05-20T00:15:01.441Z" }, - { url = "https://files.pythonhosted.org/packages/59/02/c1c4f9ec4b94d95190636fa13f79c32f65165fbe3a0503882d4df164d2ac/ty-0.0.38-py3-none-win_arm64.whl", hash = "sha256:79abfc8658a026c30b1c955613437dab3ef4b12feca56a3e6df50903cc39e07f", size = 11010307, upload-time = "2026-05-20T00:15:04.567Z" }, + { url = "https://files.pythonhosted.org/packages/ca/de/9237c6a96356612dd0393db1e94cf21f903616adf3a3701bf3da6e4adc92/ty-0.0.49-py3-none-linux_armv6l.whl", hash = "sha256:12c0c4310b936d762a8586c210b53d4fa4bb361a04429afa89bf84b922e5e065", size = 11834671, upload-time = "2026-06-12T03:07:53.062Z" }, + { url = "https://files.pythonhosted.org/packages/8f/15/daf5a14a5e07012277d450c75325c94614e2acfec4c620c881486118c410/ty-0.0.49-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:737bfdc2caf9712a8580944dcdc80a450a37a4f2bc83c8fa9b7433b374f9e471", size = 11589570, upload-time = "2026-06-12T03:08:25.779Z" }, + { url = "https://files.pythonhosted.org/packages/7d/58/30bdf98436488aca25f0763bf7f92a061528d42461b686453029e845e4c5/ty-0.0.49-py3-none-macosx_11_0_arm64.whl", hash = "sha256:ab90c1baf3b1701d282fce4b02fa552a962d109f8972c46ef6b22429503bfea4", size = 10985236, upload-time = "2026-06-12T03:08:36.664Z" }, + { url = "https://files.pythonhosted.org/packages/22/45/ece503e4a1396e13a1a9a0cde51afe476a6506a1d557eeadf8ad45c83bc0/ty-0.0.49-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b4ce8ecf6ba6fc79bd137cc0557a754f7e5f2dfe9436412551d480d680e248ad", size = 11504302, upload-time = "2026-06-12T03:08:01.664Z" }, + { url = "https://files.pythonhosted.org/packages/17/dc/5d09333d289dfbca1804eaade125c9e8a1a992a2a592a8b80c5e9b589ca9/ty-0.0.49-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:10d85c6865c984e78661e0bd20b180514b4a289739224e84816e342bdf381e04", size = 11626629, upload-time = "2026-06-12T03:08:06.844Z" }, + { url = "https://files.pythonhosted.org/packages/f2/36/155f41c9dd7237c4b609211f29f77755a139ee6218605dadc7fe21d5e3c8/ty-0.0.49-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1d96a67a206619e01fa92f35a22267ec634bba62be24b1d0e947020cc179995b", size = 12074481, upload-time = "2026-06-12T03:08:09.643Z" }, + { url = "https://files.pythonhosted.org/packages/96/4c/998ee13cd5045f1f8b36982de7343163832ac53f27debe01b0de0e8bd968/ty-0.0.49-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3de9f648564e0a66344ef397770387cb0d093735f8679d2c5a08a4741e79814d", size = 12678042, upload-time = "2026-06-12T03:08:39.319Z" }, + { url = "https://files.pythonhosted.org/packages/85/c9/9a505aba85c41ce54cbcaa14f8d79aa084b86151d2d70df11c4655b92898/ty-0.0.49-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5779179ab397d15f8c9dbb8f506ec1b1745f54eac639982f76ef3ce538943b50", size = 12316194, upload-time = "2026-06-12T03:08:18.023Z" }, + { url = "https://files.pythonhosted.org/packages/c9/b8/ded37fb93503294abbc83c36470bb1413bea05048b745881d4470b518a06/ty-0.0.49-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:792d4974e93cc09bd32f934586080bbbe21b8e777099cb521cb2de18b68a49f0", size = 12145507, upload-time = "2026-06-12T03:07:56.505Z" }, + { url = "https://files.pythonhosted.org/packages/2f/07/392e80d78f02445f695b815bb9eb0fffacda68b03faee38c900f7b990815/ty-0.0.49-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:727bda86deb136073e525c2e78d60e38aedcce5d80579170844a52bbf7c1440d", size = 12365967, upload-time = "2026-06-12T03:08:12.553Z" }, + { url = "https://files.pythonhosted.org/packages/50/d3/31b0c2a7fbedd3373e389cb1d81b8d2128f6f868fafb46557736a6f9aca8/ty-0.0.49-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4f2fc2bc4a8d2ff1cca59fd94772cabdfec4062d47a0b3a0784be46d94d0540b", size = 11475283, upload-time = "2026-06-12T03:08:28.334Z" }, + { url = "https://files.pythonhosted.org/packages/5a/5b/329e101638920b468a3bb63059c9f66ef99b44aac501222c44832a507321/ty-0.0.49-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:3724bd9badef333321578b6a941fbc571ebf49141ec2356a8590fbe4c9aa588d", size = 11645343, upload-time = "2026-06-12T03:08:15.246Z" }, + { url = "https://files.pythonhosted.org/packages/a9/76/c897e615e32f80ca81c8c1bc49b9a1f72ff9e3cfea0f8345ba505fe28472/ty-0.0.49-py3-none-musllinux_1_2_i686.whl", hash = "sha256:166c6eb52ee4af3c5a9bb267d165d93000daa55c6758cd8ff3199741fb75917d", size = 11725585, upload-time = "2026-06-12T03:08:33.915Z" }, + { url = "https://files.pythonhosted.org/packages/59/e1/fdb42ee239f618800842681af5bb8598117e74512c10974a8b7b9086a898/ty-0.0.49-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:91e81d832c287b05782ee32eb1b801f62c1fa08df37d589d2b88c3f1d51c9731", size = 12237261, upload-time = "2026-06-12T03:08:31.105Z" }, + { url = "https://files.pythonhosted.org/packages/98/0f/a2d6a5fc9d0786cbeb3c200786da4e18c203589be3984bb5def83ca92320/ty-0.0.49-py3-none-win32.whl", hash = "sha256:7186af5ca9829d1f5d8916bcf767b8e819bfbf61b1b8ec843bb3fc699cb502e1", size = 11100789, upload-time = "2026-06-12T03:07:59.092Z" }, + { url = "https://files.pythonhosted.org/packages/d0/9d/473ac8bc57b5a2d121da893bf9dd74a118efb19a01d711df1a6e397f05cc/ty-0.0.49-py3-none-win_amd64.whl", hash = "sha256:ae2142fc126a01effcca0c222908b0e6654b5ba1266d4e4d406e4866aef8e1d1", size = 12204644, upload-time = "2026-06-12T03:08:04.327Z" }, + { url = "https://files.pythonhosted.org/packages/ef/a2/8959249da951ba3977fee20e688d28678b8a1d30a9ed4464228a85d45853/ty-0.0.49-py3-none-win_arm64.whl", hash = "sha256:75d5e2e7649765f31f4bed6c8adb149a75b18edd3fa6336dac4d0efc1a66466f", size = 11558965, upload-time = "2026-06-12T03:08:23.012Z" }, ] [[package]] @@ -1425,7 +1425,7 @@ wheels = [ [[package]] name = "virtualenv" -version = "21.3.3" +version = "21.5.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "distlib" }, @@ -1433,14 +1433,14 @@ dependencies = [ { name = "platformdirs" }, { name = "python-discovery" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/15/ba/1f6e8c957e4932be060dcdc482d339c12e0216351478add3645cdaa53c05/virtualenv-21.3.3.tar.gz", hash = "sha256:f5bda277e553b1c2b3c1a8debfc30496e1288cc93ce6b7b71b3280047e317328", size = 7613784, upload-time = "2026-05-13T18:01:30.19Z" } +sdist = { url = "https://files.pythonhosted.org/packages/cd/0e/933bacb37b57ae7928b0030eef205a3dbb3e37afdbdde5be2e113318958f/virtualenv-21.5.0.tar.gz", hash = "sha256:98847aadf5e2037e0e4d2e19528eb3aca6f23906422e59a510bff231a6d32fce", size = 4577424, upload-time = "2026-06-13T20:36:45.066Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/f4/34/a9dbe051de88a63eb7408ea66630bac38e72f7f6077d4be58737106860d9/virtualenv-21.3.3-py3-none-any.whl", hash = "sha256:7d5987d8369e098e41406efb780a3d4ca79280097293899e351a6407ee153ab3", size = 7594554, upload-time = "2026-05-13T18:01:27.815Z" }, + { url = "https://files.pythonhosted.org/packages/e9/87/b0667ede418386ab631e48924b845d326f366d61e6bd08fe68a748fae4d4/virtualenv-21.5.0-py3-none-any.whl", hash = "sha256:8f7c38605023688c89789f566959006af6d61c99eeeb9e58342eb780c5761e5e", size = 4557937, upload-time = "2026-06-13T20:36:42.967Z" }, ] [[package]] name = "zensical" -version = "0.0.43" +version = "0.0.45" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "click" }, @@ -1452,18 +1452,18 @@ dependencies = [ { name = "pyyaml" }, { name = "tomli" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/d4/85/ec45162e7824a8f879d887ef0774ee65926bf7d1064e2eebccc7eaee3378/zensical-0.0.43.tar.gz", hash = "sha256:dc2d3804ff562795c1024130e0c3ce79736467930729dda314f096d0e35b98c8", size = 3932396, upload-time = "2026-05-19T09:44:07.418Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f3/d1/ecb1889fd2208b2d577e6ff952d9bee201302eec7966b5b61cc64adfd8f5/zensical-0.0.45.tar.gz", hash = "sha256:315bce4ab0470338dd3588add38fb325f840856c375722e6802bd58a06446266", size = 3935947, upload-time = "2026-06-09T11:23:32.349Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/55/c2/55e0709607ae41c266987c3b91a1a9702b37fbbef0d07eddfe5e25c2d823/zensical-0.0.43-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:17c335362b6bac3a50178181694a964f6d9f0c516fc532129ba5a0a5c4103fb6", size = 12706531, upload-time = "2026-05-19T09:43:32.729Z" }, - { url = "https://files.pythonhosted.org/packages/2c/64/ce8627bc5ea30556162b29b041fe97d6a6aef2a87b51f12def628e4fa608/zensical-0.0.43-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:b8fe97f185194215f6193af45a17d2b30ebd72c8113e3650f2d7d6767b9c2206", size = 12563012, upload-time = "2026-05-19T09:43:35.962Z" }, - { url = "https://files.pythonhosted.org/packages/66/d1/533bc9454f0e06b3d9d8bd2e7ac405308c3d4dee6572acab98f0ed6d1c07/zensical-0.0.43-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4c4c85978c765b3e7f347e8102dfe1373d4bbe4229d7008b6bdbf352f1fbcd7f", size = 12947599, upload-time = "2026-05-19T09:43:38.754Z" }, - { url = "https://files.pythonhosted.org/packages/75/a0/94f47d6fb592997be7ab9526938c929f0199adf2637c3c2b2b9b2101b28e/zensical-0.0.43-cp310-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:90d7c06ffd07b2bdf78bef041d541baba8a3ea51fd2dd84dbdbc5b0229076524", size = 12904911, upload-time = "2026-05-19T09:43:42.434Z" }, - { url = "https://files.pythonhosted.org/packages/96/fb/1db3ad9a86ff772f74a8bc60ad5b447aa02a158e70f94adacf50bdd5c40f/zensical-0.0.43-cp310-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:60022f4a6b95e46ec0023f51052fcd491743b3ebd08c0066b22a5cf1e741fecd", size = 13269386, upload-time = "2026-05-19T09:43:45.387Z" }, - { url = "https://files.pythonhosted.org/packages/31/ee/b24fd0f94885519d851c35615b086d069a1077b0198021a56755395a4633/zensical-0.0.43-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e278eb948a0b7545d50609d713c7c27e366dade4523ff73a311a5d5f136518a", size = 12999364, upload-time = "2026-05-19T09:43:48.549Z" }, - { url = "https://files.pythonhosted.org/packages/28/78/401ccd7afd9d2690f81b5319b7f1eed05108154ce20e4207053914518c1c/zensical-0.0.43-cp310-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:b85e5ab99fbda13823e67c43a4be6e5ebda6600602969c6575e143f20ac203fd", size = 13124392, upload-time = "2026-05-19T09:43:50.965Z" }, - { url = "https://files.pythonhosted.org/packages/98/b3/9af6eba5826b0ef143fc8308bd1e219e221441e307a958e39f824ba9ab53/zensical-0.0.43-cp310-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:751385accc92cccfd4560dabed7c423870686ef6ede244a67e5c96286af25e8f", size = 13177538, upload-time = "2026-05-19T09:43:53.964Z" }, - { url = "https://files.pythonhosted.org/packages/be/6b/cd090bd6659d32692487206469988ee84d41aa6de4cdf9e380f847da90e2/zensical-0.0.43-cp310-abi3-musllinux_1_2_i686.whl", hash = "sha256:dd3ff5bfa6e65cf3d2550dc639c3da2a3bfa11087b83d57e06623c4c1607d583", size = 13327086, upload-time = "2026-05-19T09:43:56.8Z" }, - { url = "https://files.pythonhosted.org/packages/79/5b/ac2555354b5a53cb9c2c942811905c47be0b9f5603d3c1328ee8564333eb/zensical-0.0.43-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:85055a115b12f49c6ab194dcf04f966fc06b690ed6a8ddddd819929fc5f340e6", size = 13284645, upload-time = "2026-05-19T09:43:59.329Z" }, - { url = "https://files.pythonhosted.org/packages/d0/c6/1688ec6e5be15e3ab367d7804753291bfbdff3109b06e20c19ce30a7129c/zensical-0.0.43-cp310-abi3-win32.whl", hash = "sha256:8a75ddd4bb3cd3c4a8e71d2ebae44c5611fd636c1d355c6124dd96e2f9c52838", size = 12256740, upload-time = "2026-05-19T09:44:02.102Z" }, - { url = "https://files.pythonhosted.org/packages/ca/a8/d967e70eac810a7e9eb8c5150d6d02848a1f42260f42977c71debed3cb02/zensical-0.0.43-cp310-abi3-win_amd64.whl", hash = "sha256:03a9d1744a6394ad66c355d6f1de04cfd92efa525b0b94bf6dbf6971c5cd2c6b", size = 12496166, upload-time = "2026-05-19T09:44:04.915Z" }, + { url = "https://files.pythonhosted.org/packages/ad/fd/6b84115e3bbe6b76ebb1265e8ff2161c0bc88dcd6499eaf29c61a66421e9/zensical-0.0.45-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:c4cb2e11132f02ae824e246e016e073458e12e9de1eaf86fd39f01890d41204c", size = 12698844, upload-time = "2026-06-09T11:22:56.537Z" }, + { url = "https://files.pythonhosted.org/packages/e2/dc/4ddf05d77c1455c32cb26da71f2a19d355927a45a3db5b26fb258a07ce8f/zensical-0.0.45-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:799a01de2102b5f731744ad31bdbc464d0c07d484e67ba148f6923679afa6ce6", size = 12571590, upload-time = "2026-06-09T11:23:00.192Z" }, + { url = "https://files.pythonhosted.org/packages/4c/53/60c6cc7b2ce8b1a83eb87bff3f7289447995552fd9a30ca76ffba22ca9d5/zensical-0.0.45-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6201e79ea8a64bd3ced3f05ef4b1529da0e675d67b1395987c0ba942e4e10dc4", size = 12939590, upload-time = "2026-06-09T11:23:02.721Z" }, + { url = "https://files.pythonhosted.org/packages/9f/1e/e9217ed75dba323a6f9a4eee28eb40416eff99932cd0ee6c394bf07b9ead/zensical-0.0.45-cp310-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:854aaf500e4a3ce64adea1faa7a1820c7cf9a4f66be1043e4e9ba727fe9cf2b5", size = 12911669, upload-time = "2026-06-09T11:23:05.407Z" }, + { url = "https://files.pythonhosted.org/packages/71/3c/6fc9fe2334bb4460a8a8d732e23a30d2ddc2ecf63c2eb3487d9e7405e70d/zensical-0.0.45-cp310-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a80c57fd50fc60415914388286ac10a7d8b6f70b8ca7235597d09fb12c3171b0", size = 13267643, upload-time = "2026-06-09T11:23:07.915Z" }, + { url = "https://files.pythonhosted.org/packages/be/f9/5696114af4ede5f1bd01e641a4ff24ee8ca49810bfaa28e5be12d930c0ef/zensical-0.0.45-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:58c3510f69e08b6ed8bb9596fc9393e4687f90394aa0ef2d6118b1375ad97be5", size = 12972147, upload-time = "2026-06-09T11:23:12.069Z" }, + { url = "https://files.pythonhosted.org/packages/a3/9e/5c6acde480c43f8c993b13260925df8db31d51ab8a9977618e9efdd98d45/zensical-0.0.45-cp310-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:01c484bb2ee85e98e21e24b397ff52ffc31101f7485935eee5d3afa6cca6cc08", size = 13117360, upload-time = "2026-06-09T11:23:15.155Z" }, + { url = "https://files.pythonhosted.org/packages/3d/31/ea21f102049b35a8fe5218c5331857a15eeb60deb1bb21823a4c0701e274/zensical-0.0.45-cp310-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:3654b708830303759e866a58a60c483cd2a1c56a44acdaae5bbb341a3f40ebce", size = 13185593, upload-time = "2026-06-09T11:23:18.166Z" }, + { url = "https://files.pythonhosted.org/packages/b4/97/6ded39fe27fa8a292d17d9af713b018e4919315233b60fa4b4b0aca737a6/zensical-0.0.45-cp310-abi3-musllinux_1_2_i686.whl", hash = "sha256:c4da1c37eca1474b487def0ef40d7ac2aff31a9d7a029cb7479ef7c354437361", size = 13326882, upload-time = "2026-06-09T11:23:21.027Z" }, + { url = "https://files.pythonhosted.org/packages/79/80/075975032a9e20f319c0134f8ca659d295ee4908f15ab212702a2728247f/zensical-0.0.45-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:f8a1966c186feebd3b795f9d420000bfd582e16eefdd9bc7a286d878faabae52", size = 13253961, upload-time = "2026-06-09T11:23:23.99Z" }, + { url = "https://files.pythonhosted.org/packages/3f/6a/0eab0eb311af6a07cde15ca58d5d720cbfa02cd509e4c7fb5fa20cda0b46/zensical-0.0.45-cp310-abi3-win32.whl", hash = "sha256:a1dd63a5efb8d0e5f2fadf862f02771a279dc5cbe9a982700194650065758f01", size = 12257083, upload-time = "2026-06-09T11:23:26.769Z" }, + { url = "https://files.pythonhosted.org/packages/1f/cd/b117e749c60b1d1e16b8450db1355f69f38376f783b8c6c8815202988933/zensical-0.0.45-cp310-abi3-win_amd64.whl", hash = "sha256:1f2c0e69839ce4274bde34d18139d3b0d96bbf02b245ada46243590c9eedebc1", size = 12498335, upload-time = "2026-06-09T11:23:29.702Z" }, ]