diff --git a/CHANGELOG.md b/CHANGELOG.md index 7f1589ac..0bf54b03 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -11,6 +11,11 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Changed +## [0.4.1] - 2026-05-11 + +### Fixed +- `misc/sklearn_compat.py` import failure on `scikit-learn` 1.8+. Upstream renamed `sklearn.utils.validation._is_pandas_df` to `is_pandas_df` (no underscore prefix), which made every `from tabpfn_extensions import ...` immediately `ImportError` on a fresh install resolving sklearn 1.8. Re-vendored `misc/sklearn_compat.py` from the upstream [sklearn-compat](https://github.com/sklearn-compat/sklearn-compat) 0.1.5 release (was 0.1.3, March 2025); the new version has a proper `# Upgrading for scikit-learn 1.8` block plus general cleanups. Only `validate_data` is consumed downstream and its signature hasn't changed. Caught by a TestPyPI smoke install of 0.4.0 before publishing to real PyPI — 0.4.0 was never published. + ## [0.4.0] - 2026-05-11 ### Added diff --git a/pyproject.toml b/pyproject.toml index 3cf8453b..6ba8b509 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta" [project] name = "tabpfn-extensions" -version = "0.4.0" +version = "0.4.1" dependencies = [ "torch>=2.1", "pandas>=2.2.2", @@ -118,6 +118,10 @@ target-version = "py310" line-length = 88 output-format = "full" src = ["src", "tests", "examples"] +# misc/sklearn_compat.py is vendored verbatim from sklearn-compat upstream; +# excluding it from both lint and format keeps it byte-identical to upstream +# so future re-vendors are clean diffs. +extend-exclude = ["src/tabpfn_extensions/misc/sklearn_compat.py"] [tool.ruff.lint] # Allow unused variables when underscore-prefixed. diff --git a/src/tabpfn_extensions/misc/sklearn_compat.py b/src/tabpfn_extensions/misc/sklearn_compat.py index 635ff7de..031a58a3 100644 --- a/src/tabpfn_extensions/misc/sklearn_compat.py +++ b/src/tabpfn_extensions/misc/sklearn_compat.py @@ -1,5 +1,6 @@ +# ruff: noqa # mypy: ignore-errors -# taken from https://github.com/sklearn-compat/sklearn-compat +# taken from https://github.com/sklearn-compat/sklearn-compat (vendored — do not lint-format) """Ease developer experience to support multiple versions of scikit-learn. This file is intended to be vendored in your project if you do not want to depend on @@ -8,7 +9,7 @@ Be aware that depending on `sklearn-compat` does not add any additional dependencies: we are only depending on `scikit-learn`. -Version: 0.1.3 +Version: 0.1.5 """ from __future__ import annotations @@ -18,9 +19,8 @@ import platform import sys import types -from collections.abc import Callable from dataclasses import dataclass, field -from typing import Literal +from typing import Callable, Literal import sklearn from sklearn.utils.fixes import parse_version @@ -35,6 +35,8 @@ # tags infrastructure def _dataclass_args(): + if sys.version_info < (3, 10): + return {} return {"slots": True} @@ -51,7 +53,7 @@ def get_tags(estimator): estimator : estimator object A scikit-learn estimator instance. - Returns: + Returns ------- tags : Tags An object containing metadata about the estimator's requirements and @@ -110,7 +112,6 @@ def _to_new_tags(old_tags, estimator=None): if estimator_type == "regressor": regressor_tags = RegressorTags( poor_score=old_tags["poor_score"], - multi_label=old_tags["multilabel"], ) else: regressor_tags = None @@ -171,7 +172,7 @@ def validate_params(parameter_constraints, *, prefer_skip_nested_validation): if sklearn_version < parse_version("1.4"): def _is_fitted(estimator, attributes=None, all_or_any=all): - """Determine if an estimator is fitted. + """Determine if an estimator is fitted Parameters ---------- @@ -189,13 +190,13 @@ def _is_fitted(estimator, attributes=None, all_or_any=all): all_or_any : callable, {all, any}, default=all Specify whether all or any of the given attributes must exist. - Returns: + Returns ------- fitted : bool Whether the estimator is fitted. """ if attributes is not None: - if not isinstance(attributes, list | tuple): + if not isinstance(attributes, (list, tuple)): attributes = [attributes] return all_or_any([hasattr(estimator, attr) for attr in attributes]) @@ -211,13 +212,14 @@ def _is_fitted(estimator, attributes=None, all_or_any=all): def process_routing(_obj, _method, /, **kwargs): raise NotImplementedError( - "Metadata routing is not implemented in scikit-learn < 1.3", + "Metadata routing is not implemented in scikit-learn < 1.3" ) def _raise_for_params(params, owner, method): raise NotImplementedError( - "Metadata routing is not implemented in scikit-learn < 1.3", + "Metadata routing is not implemented in scikit-learn < 1.3" ) + else: def process_routing(_obj, _method, /, **kwargs): @@ -241,17 +243,9 @@ def _raise_for_params(params, owner, method): " enable_metadata_routing=True, which you can set using" " `sklearn.set_config`. See the User Guide" " for more" - f" details. Extra parameters passed are: {set(params)}", + f" details. Extra parameters passed are: {set(params)}" ) - def _is_pandas_df(X): - """Return True if the X is a pandas dataframe.""" - try: - pd = sys.modules["pandas"] - except KeyError: - return False - return isinstance(X, pd.DataFrame) - else: from sklearn.utils.metadata_routing import ( _raise_for_params, # noqa: F401 @@ -259,7 +253,6 @@ def _is_pandas_df(X): ) from sklearn.utils.validation import ( _is_fitted, # noqa: F401 - _is_pandas_df, # noqa: F401 ) @@ -273,15 +266,15 @@ def _is_pandas_df(X): # extmath # fixes from sklearn.utils import ( - _IS_32BIT, - _approximate_mode, - _chunk_generator as chunk_generator, - _in_unstable_openblas_configuration, - gen_batches, - gen_even_slices, - get_chunk_n_rows, - safe_sqr, + _IS_32BIT, # noqa: F401 + _approximate_mode, # noqa: F401 + _in_unstable_openblas_configuration, # noqa: F401 + gen_batches, # noqa: F401 + gen_even_slices, # noqa: F401 + get_chunk_n_rows, # noqa: F401 + safe_sqr, # noqa: F401 ) + from sklearn.utils import _chunk_generator as chunk_generator # noqa: F401 _IS_WASM = platform.machine() in ["wasm32", "wasm64"] # indexing @@ -291,22 +284,22 @@ def _is_pandas_df(X): # user interface # validation from sklearn.utils import ( - _determine_key_type, - _get_column_indices, - _is_pandas_na as is_pandas_na, - _print_elapsed_time, - _safe_assign, - _safe_indexing, - _to_object_array, - axis0_safe_slice, - check_matplotlib_support, - check_pandas_support, - indices_to_mask, - is_scalar_nan, - resample, - safe_mask, - shuffle, + _determine_key_type, # noqa: F401 + _get_column_indices, # noqa: F401 + _print_elapsed_time, # noqa: F401 + _safe_assign, # noqa: F401 + _safe_indexing, # noqa: F401 + _to_object_array, # noqa: F401 + axis0_safe_slice, # noqa: F401 + check_matplotlib_support, # noqa: F401 + check_pandas_support, # noqa: F401 + indices_to_mask, # noqa: F401 + is_scalar_nan, # noqa: F401 + resample, # noqa: F401 + safe_mask, # noqa: F401 + shuffle, # noqa: F401 ) + from sklearn.utils import _is_pandas_na as is_pandas_na # noqa: F401 else: # chunking from sklearn.utils._chunking import ( @@ -342,7 +335,7 @@ def _is_pandas_df(X): # optional dependencies from sklearn.utils._optional_dependencies import ( # noqa: F401 check_matplotlib_support, - check_pandas_support, + check_pandas_support, # noqa: F401 ) # user interface @@ -387,9 +380,10 @@ def _raise_or_return(target_type): return 'unknown'. """ if raise_unknown and target_type == "unknown": - input = input_name if input_name else "data" # noqa: A001 + input = input_name if input_name else "data" raise ValueError(f"Unknown label type for {input}: {y!r}") - return target_type + else: + return target_type target_type = type_of_target(y, input_name=input_name) return _raise_or_return(target_type) @@ -418,7 +412,7 @@ def validate_data( _check_feature_names(_estimator, X, reset=reset) no_val_X = isinstance(X, str) and X == "no_validation" - no_val_y = y is None or (isinstance(y, str) and y == "no_validation") + no_val_y = y is None or isinstance(y, str) and y == "no_validation" if not no_val_X and no_val_y: out = X elif no_val_X and not no_val_y: @@ -426,18 +420,19 @@ def validate_data( else: out = X, y return out - if "ensure_all_finite" in kwargs: - force_all_finite = kwargs.pop("ensure_all_finite") else: - force_all_finite = True - return _estimator._validate_data( - X=X, - y=y, - reset=reset, - validate_separately=validate_separately, - force_all_finite=force_all_finite, - **kwargs, - ) + if "ensure_all_finite" in kwargs: + force_all_finite = kwargs.pop("ensure_all_finite") + else: + force_all_finite = True + return _estimator._validate_data( + X=X, + y=y, + reset=reset, + validate_separately=validate_separately, + force_all_finite=force_all_finite, + **kwargs, + ) def _check_n_features(estimator, X, *, reset): """Set the `n_features_in_` attribute, or check against it on an estimator.""" @@ -472,7 +467,10 @@ def check_array( """ from sklearn.utils.validation import check_array as _check_array - force_all_finite = ensure_all_finite if ensure_all_finite is not None else True + if ensure_all_finite is not None: + force_all_finite = ensure_all_finite + else: + force_all_finite = True check_array_params = inspect.signature(_check_array).parameters kwargs = {} @@ -524,7 +522,10 @@ def check_X_y( """ from sklearn.utils.validation import check_X_y as _check_X_y - force_all_finite = ensure_all_finite if ensure_all_finite is not None else True + if ensure_all_finite is not None: + force_all_finite = ensure_all_finite + else: + force_all_finite = True check_X_y_params = inspect.signature(_check_X_y).parameters kwargs = {} @@ -708,13 +709,9 @@ class RegressorTags: n_informative=1, bias=5.0, noise=20, random_state=42)``. The dataset and values are based on current estimators in scikit-learn and might be replaced by something more systematic. - - multi_label : bool, default=False - Whether the regressor supports multilabel output. """ poor_score: bool = False - multi_label: bool = False @dataclass(**_dataclass_args()) class Tags: @@ -783,7 +780,7 @@ def _patched_more_tags(estimator, expected_failed_checks): original_class_more_tags = estimator.__class__._more_tags def patched_instance_more_tags(self): - """Instance-level _more_tags that combines class tags with _xfail_checks.""" + """Instance-level _more_tags that combines class tags with _xfail_checks""" # Get tags from class-level _more_tags tags = original_class_more_tags(self) # Update with the xfail checks @@ -854,9 +851,153 @@ def parametrize_with_checks( # validation from sklearn.utils.validation import ( - _check_feature_names, - _check_n_features, + _check_feature_names, # noqa: F401 + _check_n_features, # noqa: F401 check_array, # noqa: F401 check_X_y, # noqa: F401 validate_data, # noqa: F401 ) + +######################################################################################## +# Upgrading for scikit-learn 1.8 +######################################################################################## + +if sklearn_version < parse_version("1.8"): + if sklearn_version < parse_version("1.4"): + + def is_pandas_df(X): + """Return True if the X is a pandas dataframe.""" + try: + pd = sys.modules["pandas"] + except KeyError: + return False + return isinstance(X, pd.DataFrame) + + def is_pandas_df_or_series(X): + """Return True if the X is a pandas dataframe or series.""" + try: + pd = sys.modules["pandas"] + except KeyError: + return False + return isinstance(X, (pd.DataFrame, pd.Series)) + + def is_polars_df(X): + """Return True if the X is a polars dataframe.""" + try: + pl = sys.modules["polars"] + except KeyError: + return False + return isinstance(X, pl.DataFrame) + + else: + from sklearn.utils.validation import _is_pandas_df as is_pandas_df # noqa: F401 + from sklearn.utils.validation import ( + _is_pandas_df_or_series as is_pandas_df_or_series, + ) # noqa: F401 + from sklearn.utils.validation import _is_polars_df as is_polars_df # noqa: F401 + + if sklearn_version < parse_version("1.5"): + + def is_polars_df_or_series(X): + """Return True if the X is a polars dataframe or series.""" + try: + pl = sys.modules["polars"] + except KeyError: + return False + return isinstance(X, (pl.DataFrame, pl.Series)) + + else: + from sklearn.utils.validation import ( + _is_polars_df_or_series as is_polars_df_or_series, + ) # noqa: F401 + + if sklearn_version < parse_version("1.7"): + + def is_pyarrow_data(X): + """Return True if the X is a pyarrow Table, RecordBatch, Array or + ChunkedArray.""" + try: + pa = sys.modules["pyarrow"] + except KeyError: + return False + return isinstance(X, (pa.Table, pa.RecordBatch, pa.Array, pa.ChunkedArray)) + + else: + from sklearn.utils.validation import ( + _is_pyarrow_data as is_pyarrow_data, + ) # noqa: F401 + + def is_df_or_series(X): + """Return True if the X is a dataframe or series. + + Parameters + ---------- + X : {array-like, dataframe} + The array-like or dataframe object to check. + + Returns + ------- + bool + True if the X is a dataframe or series, False otherwise. + """ + return ( + is_pandas_df_or_series(X) or is_polars_df_or_series(X) or is_pyarrow_data(X) + ) + + from sklearn.metrics._classification import ( + _check_targets as _check_targets_without_weights, + ) + + def _check_targets(y_true, y_pred, sample_weight=None): + """Check that y_true and y_pred belong to the same classification task. + + This converts multiclass or binary types to a common shape, and raises a + ValueError for a mix of multilabel and multiclass targets, a mix of + multilabel formats, for the presence of continuous-valued or multioutput + targets, or for targets of different lengths. + + Column vectors are squeezed to 1d, while multilabel formats are returned + as CSR sparse label indicators. + + Parameters + ---------- + y_true : array-like + + y_pred : array-like + + sample_weight : array-like, default=None + + Returns + ------- + type_true : one of {'multilabel-indicator', 'multiclass', 'binary'} + The type of the true target data, as output by + ``utils.multiclass.type_of_target``. + + y_true : array or indicator matrix + + y_pred : array or indicator matrix + + sample_weight : array or None + """ + from sklearn.utils.validation import ( + check_consistent_length, + _check_sample_weight, + ) + + y_type, y_true, y_pred = _check_targets_without_weights(y_true, y_pred) + + if sample_weight is not None: + check_consistent_length(y_true, y_pred, sample_weight) + sample_weight = _check_sample_weight(sample_weight, y_true) + return y_type, y_true, y_pred, sample_weight + +else: + from sklearn.utils._dataframe import ( + is_df_or_series, # noqa: F401 + is_pandas_df_or_series, # noqa: F401 + is_pandas_df, # noqa: F401 + is_pyarrow_data, # noqa: F401 + is_polars_df_or_series, # noqa: F401 + is_polars_df, # noqa: F401 + ) + from sklearn.metrics._classification import _check_targets # noqa: F401 diff --git a/uv.lock b/uv.lock index 0bd69c6a..ebc0604f 100644 --- a/uv.lock +++ b/uv.lock @@ -296,43 +296,31 @@ sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8 wheels = [ { url = "https://files.pythonhosted.org/packages/50/bd/b1a6362b80628111e6653c961f987faa55262b4002fcec42308cad1db680/cffi-2.0.0-cp310-cp310-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c", size = 208811, upload-time = "2025-09-08T23:22:12.267Z" }, { url = "https://files.pythonhosted.org/packages/4f/27/6933a8b2562d7bd1fb595074cf99cc81fc3789f6a6c05cdabb46284a3188/cffi-2.0.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb", size = 216402, upload-time = "2025-09-08T23:22:13.455Z" }, - { url = "https://files.pythonhosted.org/packages/05/eb/b86f2a2645b62adcfff53b0dd97e8dfafb5c8aa864bd0d9a2c2049a0d551/cffi-2.0.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0", size = 203217, upload-time = "2025-09-08T23:22:14.596Z" }, - { url = "https://files.pythonhosted.org/packages/9f/e0/6cbe77a53acf5acc7c08cc186c9928864bd7c005f9efd0d126884858a5fe/cffi-2.0.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4", size = 203079, upload-time = "2025-09-08T23:22:15.769Z" }, { url = "https://files.pythonhosted.org/packages/98/29/9b366e70e243eb3d14a5cb488dfd3a0b6b2f1fb001a203f653b93ccfac88/cffi-2.0.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453", size = 216475, upload-time = "2025-09-08T23:22:17.427Z" }, { url = "https://files.pythonhosted.org/packages/21/7a/13b24e70d2f90a322f2900c5d8e1f14fa7e2a6b3332b7309ba7b2ba51a5a/cffi-2.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495", size = 218829, upload-time = "2025-09-08T23:22:19.069Z" }, { url = "https://files.pythonhosted.org/packages/60/99/c9dc110974c59cc981b1f5b66e1d8af8af764e00f0293266824d9c4254bc/cffi-2.0.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5", size = 211211, upload-time = "2025-09-08T23:22:20.588Z" }, { url = "https://files.pythonhosted.org/packages/49/72/ff2d12dbf21aca1b32a40ed792ee6b40f6dc3a9cf1644bd7ef6e95e0ac5e/cffi-2.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb", size = 218036, upload-time = "2025-09-08T23:22:22.143Z" }, { url = "https://files.pythonhosted.org/packages/b1/b7/1200d354378ef52ec227395d95c2576330fd22a869f7a70e88e1447eb234/cffi-2.0.0-cp311-cp311-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92", size = 209613, upload-time = "2025-09-08T23:22:29.475Z" }, { url = "https://files.pythonhosted.org/packages/b8/56/6033f5e86e8cc9bb629f0077ba71679508bdf54a9a5e112a3c0b91870332/cffi-2.0.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93", size = 216476, upload-time = "2025-09-08T23:22:31.063Z" }, - { url = "https://files.pythonhosted.org/packages/dc/7f/55fecd70f7ece178db2f26128ec41430d8720f2d12ca97bf8f0a628207d5/cffi-2.0.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5", size = 203374, upload-time = "2025-09-08T23:22:32.507Z" }, - { url = "https://files.pythonhosted.org/packages/84/ef/a7b77c8bdc0f77adc3b46888f1ad54be8f3b7821697a7b89126e829e676a/cffi-2.0.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664", size = 202597, upload-time = "2025-09-08T23:22:34.132Z" }, { url = "https://files.pythonhosted.org/packages/d7/91/500d892b2bf36529a75b77958edfcd5ad8e2ce4064ce2ecfeab2125d72d1/cffi-2.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26", size = 215574, upload-time = "2025-09-08T23:22:35.443Z" }, { url = "https://files.pythonhosted.org/packages/44/64/58f6255b62b101093d5df22dcb752596066c7e89dd725e0afaed242a61be/cffi-2.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9", size = 218971, upload-time = "2025-09-08T23:22:36.805Z" }, { url = "https://files.pythonhosted.org/packages/ab/49/fa72cebe2fd8a55fbe14956f9970fe8eb1ac59e5df042f603ef7c8ba0adc/cffi-2.0.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414", size = 211972, upload-time = "2025-09-08T23:22:38.436Z" }, { url = "https://files.pythonhosted.org/packages/0b/28/dd0967a76aab36731b6ebfe64dec4e981aff7e0608f60c2d46b46982607d/cffi-2.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743", size = 217078, upload-time = "2025-09-08T23:22:39.776Z" }, { url = "https://files.pythonhosted.org/packages/ff/df/a4f0fbd47331ceeba3d37c2e51e9dfc9722498becbeec2bd8bc856c9538a/cffi-2.0.0-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe", size = 212529, upload-time = "2025-09-08T23:22:47.349Z" }, { url = "https://files.pythonhosted.org/packages/d5/72/12b5f8d3865bf0f87cf1404d8c374e7487dcf097a1c91c436e72e6badd83/cffi-2.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062", size = 220097, upload-time = "2025-09-08T23:22:48.677Z" }, - { url = "https://files.pythonhosted.org/packages/c2/95/7a135d52a50dfa7c882ab0ac17e8dc11cec9d55d2c18dda414c051c5e69e/cffi-2.0.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e", size = 207983, upload-time = "2025-09-08T23:22:50.06Z" }, - { url = "https://files.pythonhosted.org/packages/3a/c8/15cb9ada8895957ea171c62dc78ff3e99159ee7adb13c0123c001a2546c1/cffi-2.0.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037", size = 206519, upload-time = "2025-09-08T23:22:51.364Z" }, { url = "https://files.pythonhosted.org/packages/78/2d/7fa73dfa841b5ac06c7b8855cfc18622132e365f5b81d02230333ff26e9e/cffi-2.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba", size = 219572, upload-time = "2025-09-08T23:22:52.902Z" }, { url = "https://files.pythonhosted.org/packages/07/e0/267e57e387b4ca276b90f0434ff88b2c2241ad72b16d31836adddfd6031b/cffi-2.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94", size = 222963, upload-time = "2025-09-08T23:22:54.518Z" }, { url = "https://files.pythonhosted.org/packages/b6/75/1f2747525e06f53efbd878f4d03bac5b859cbc11c633d0fb81432d98a795/cffi-2.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187", size = 221361, upload-time = "2025-09-08T23:22:55.867Z" }, { url = "https://files.pythonhosted.org/packages/b0/1e/d22cc63332bd59b06481ceaac49d6c507598642e2230f201649058a7e704/cffi-2.0.0-cp313-cp313-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b", size = 212446, upload-time = "2025-09-08T23:23:03.472Z" }, { url = "https://files.pythonhosted.org/packages/a9/f5/a2c23eb03b61a0b8747f211eb716446c826ad66818ddc7810cc2cc19b3f2/cffi-2.0.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b", size = 220101, upload-time = "2025-09-08T23:23:04.792Z" }, - { url = "https://files.pythonhosted.org/packages/f2/7f/e6647792fc5850d634695bc0e6ab4111ae88e89981d35ac269956605feba/cffi-2.0.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2", size = 207948, upload-time = "2025-09-08T23:23:06.127Z" }, - { url = "https://files.pythonhosted.org/packages/cb/1e/a5a1bd6f1fb30f22573f76533de12a00bf274abcdc55c8edab639078abb6/cffi-2.0.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3", size = 206422, upload-time = "2025-09-08T23:23:07.753Z" }, { url = "https://files.pythonhosted.org/packages/98/df/0a1755e750013a2081e863e7cd37e0cdd02664372c754e5560099eb7aa44/cffi-2.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26", size = 219499, upload-time = "2025-09-08T23:23:09.648Z" }, { url = "https://files.pythonhosted.org/packages/50/e1/a969e687fcf9ea58e6e2a928ad5e2dd88cc12f6f0ab477e9971f2309b57c/cffi-2.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c", size = 222928, upload-time = "2025-09-08T23:23:10.928Z" }, { url = "https://files.pythonhosted.org/packages/36/54/0362578dd2c9e557a28ac77698ed67323ed5b9775ca9d3fe73fe191bb5d8/cffi-2.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b", size = 221302, upload-time = "2025-09-08T23:23:12.42Z" }, { url = "https://files.pythonhosted.org/packages/d6/43/0e822876f87ea8a4ef95442c3d766a06a51fc5298823f884ef87aaad168c/cffi-2.0.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b", size = 220049, upload-time = "2025-09-08T23:23:20.853Z" }, - { url = "https://files.pythonhosted.org/packages/b4/89/76799151d9c2d2d1ead63c2429da9ea9d7aac304603de0c6e8764e6e8e70/cffi-2.0.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c", size = 207793, upload-time = "2025-09-08T23:23:22.08Z" }, - { url = "https://files.pythonhosted.org/packages/bb/dd/3465b14bb9e24ee24cb88c9e3730f6de63111fffe513492bf8c808a3547e/cffi-2.0.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef", size = 206300, upload-time = "2025-09-08T23:23:23.314Z" }, { url = "https://files.pythonhosted.org/packages/47/d9/d83e293854571c877a92da46fdec39158f8d7e68da75bf73581225d28e90/cffi-2.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775", size = 219244, upload-time = "2025-09-08T23:23:24.541Z" }, { url = "https://files.pythonhosted.org/packages/2b/0f/1f177e3683aead2bb00f7679a16451d302c436b5cbf2505f0ea8146ef59e/cffi-2.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205", size = 222828, upload-time = "2025-09-08T23:23:26.143Z" }, { url = "https://files.pythonhosted.org/packages/c6/0f/cafacebd4b040e3119dcb32fed8bdef8dfe94da653155f9d0b9dc660166e/cffi-2.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1", size = 220926, upload-time = "2025-09-08T23:23:27.873Z" }, { url = "https://files.pythonhosted.org/packages/be/b4/c56878d0d1755cf9caa54ba71e5d049479c52f9e4afc230f06822162ab2f/cffi-2.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c", size = 221593, upload-time = "2025-09-08T23:23:31.91Z" }, - { url = "https://files.pythonhosted.org/packages/e0/0d/eb704606dfe8033e7128df5e90fee946bbcb64a04fcdaa97321309004000/cffi-2.0.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8", size = 209354, upload-time = "2025-09-08T23:23:33.214Z" }, - { url = "https://files.pythonhosted.org/packages/d8/19/3c435d727b368ca475fb8742ab97c9cb13a0de600ce86f62eab7fa3eea60/cffi-2.0.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc", size = 208480, upload-time = "2025-09-08T23:23:34.495Z" }, { url = "https://files.pythonhosted.org/packages/d0/44/681604464ed9541673e486521497406fadcc15b5217c3e326b061696899a/cffi-2.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592", size = 221584, upload-time = "2025-09-08T23:23:36.096Z" }, { url = "https://files.pythonhosted.org/packages/25/8e/342a504ff018a2825d395d44d63a767dd8ebc927ebda557fecdaca3ac33a/cffi-2.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512", size = 224443, upload-time = "2025-09-08T23:23:37.328Z" }, { url = "https://files.pythonhosted.org/packages/e1/5e/b666bacbbc60fbf415ba9988324a132c9a7a0448a9a8f125074671c0f2c3/cffi-2.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4", size = 223437, upload-time = "2025-09-08T23:23:38.945Z" }, @@ -674,33 +662,27 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/b2/6e/e90527eef33f309beb811cf7c982c3aeffcce8e3edb178baa4ca3ae4a6fa/cryptography-48.0.0-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f5333311663ea94f75dd408665686aaf426563556bb5283554a3539177e03b8c", size = 4690433, upload-time = "2026-05-04T22:57:40.373Z" }, { url = "https://files.pythonhosted.org/packages/90/04/673510ed51ddff56575f306cf1617d80411ee76831ccd3097599140efdfe/cryptography-48.0.0-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7995ef305d7165c3f11ae07f2517e5a4f1d5c18da1376a0a9ed496336b69e5f3", size = 4710620, upload-time = "2026-05-04T22:57:42.935Z" }, { url = "https://files.pythonhosted.org/packages/14/d5/e9c4ef932c8d800490c34d8bd589d64a31d5890e27ec9e9ad532be893294/cryptography-48.0.0-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:40ba1f85eaa6959837b1d51c9767e230e14612eea4ef110ee8854ada22da1bf5", size = 4696283, upload-time = "2026-05-04T22:57:45.294Z" }, - { url = "https://files.pythonhosted.org/packages/0c/29/174b9dfb60b12d59ecfc6cfa04bc88c21b42a54f01b8aae09bb6e51e4c7f/cryptography-48.0.0-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:369a6348999f94bbd53435c894377b20ab95f25a9065c283570e70150d8abc3c", size = 5296573, upload-time = "2026-05-04T22:57:47.933Z" }, { url = "https://files.pythonhosted.org/packages/95/38/0d29a6fd7d0d1373f0c0c88a04ba20e359b257753ac497564cd660fc1d55/cryptography-48.0.0-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:a0e692c683f4df67815a2d258b324e66f4738bd7a96a218c826dce4f4bd05d8f", size = 4743677, upload-time = "2026-05-04T22:57:50.067Z" }, { url = "https://files.pythonhosted.org/packages/30/be/eef653013d5c63b6a490529e0316f9ac14a37602965d4903efed1399f32b/cryptography-48.0.0-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:18349bbc56f4743c8b12dc32e2bccb2cf83ee8b69a3bba74ef8ae857e26b3d25", size = 4330808, upload-time = "2026-05-04T22:57:52.301Z" }, { url = "https://files.pythonhosted.org/packages/84/9e/500463e87abb7a0a0f9f256ec21123ecde0a7b5541a15e840ea54551fd81/cryptography-48.0.0-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:7e8eac43dfca5c4cccc6dad9a80504436fca53bb9bc3100a2386d730fbe6b602", size = 4695941, upload-time = "2026-05-04T22:57:54.603Z" }, - { url = "https://files.pythonhosted.org/packages/e3/dc/7303087450c2ec9e7fbb750e17c2abfbc658f23cbd0e54009509b7cc4091/cryptography-48.0.0-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:9ccdac7d40688ecb5a3b4a604b8a88c8002e3442d6c60aead1db2a89a041560c", size = 5252579, upload-time = "2026-05-04T22:57:57.207Z" }, { url = "https://files.pythonhosted.org/packages/d0/c0/7101d3b7215edcdc90c45da544961fd8ed2d6448f77577460fa75a8443f7/cryptography-48.0.0-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:bd72e68b06bb1e96913f97dd4901119bc17f39d4586a5adf2d3e47bc2b9d58b5", size = 4743326, upload-time = "2026-05-04T22:57:59.535Z" }, { url = "https://files.pythonhosted.org/packages/ac/d8/5b833bad13016f562ab9d063d68199a4bd121d18458e439515601d3357ec/cryptography-48.0.0-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:59baa2cb386c4f0b9905bd6eb4c2a79a69a128408fd31d32ca4d7102d4156321", size = 4826672, upload-time = "2026-05-04T22:58:01.996Z" }, { url = "https://files.pythonhosted.org/packages/98/e1/7074eb8bf3c135558c73fc2bcf0f5633f912e6fb87e868a55c454080ef09/cryptography-48.0.0-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:9249e3cd978541d665967ac2cb2787fd6a62bddf1e75b3e347a594d7dacf4f74", size = 4972574, upload-time = "2026-05-04T22:58:03.968Z" }, { url = "https://files.pythonhosted.org/packages/89/6e/18e07a618bb5442ba10cf4df16e99c071365528aa570dfcb8c02e25a303b/cryptography-48.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8c7378637d7d88016fa6791c159f698b3d3eed28ebf844ac36b9dc04a14dae18", size = 4684776, upload-time = "2026-05-04T22:58:13.712Z" }, { url = "https://files.pythonhosted.org/packages/be/6a/4ea3b4c6c6759794d5ee2103c304a5076dc4b19ae1f9fe47dba439e159e9/cryptography-48.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc90c0b39b2e3c65ef52c804b72e3c58f8a04ab2a1871272798e5f9572c17d20", size = 4698121, upload-time = "2026-05-04T22:58:16.448Z" }, { url = "https://files.pythonhosted.org/packages/2f/59/6ff6ad6cae03bb887da2a5860b2c9805f8dac969ef01ce563336c49bd1d1/cryptography-48.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:76341972e1eff8b4bea859f09c0d3e64b96ce931b084f9b9b7db8ef364c30eff", size = 4690042, upload-time = "2026-05-04T22:58:18.544Z" }, - { url = "https://files.pythonhosted.org/packages/ca/b4/fc334ed8cfd705aca282fe4d8f5ae64a8e0f74932e9feecb344610cf6e4d/cryptography-48.0.0-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:55b7718303bf06a5753dcdccf2f3945cf18ad7bffde41b61226e4db31ab89a9c", size = 5282526, upload-time = "2026-05-04T22:58:20.75Z" }, { url = "https://files.pythonhosted.org/packages/11/08/9f8c5386cc4cd90d8255c7cdd0f5baf459a08502a09de30dc51f553d38dc/cryptography-48.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:a64697c641c7b1b2178e573cbc31c7c6684cd56883a478d75143dbb7118036db", size = 4733116, upload-time = "2026-05-04T22:58:23.627Z" }, { url = "https://files.pythonhosted.org/packages/b8/77/99307d7574045699f8805aa500fa0fb83422d115b5400a064ddd306d7750/cryptography-48.0.0-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:561215ea3879cb1cbbf272867e2efda62476f240fb58c64de6b393ae19246741", size = 4316030, upload-time = "2026-05-04T22:58:25.581Z" }, { url = "https://files.pythonhosted.org/packages/fd/36/a608b98337af3cb2aff4818e406649d30572b7031918b04c87d979495348/cryptography-48.0.0-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:ad64688338ed4bc1a6618076ba75fd7194a5f1797ac60b47afe926285adb3166", size = 4689640, upload-time = "2026-05-04T22:58:27.747Z" }, - { url = "https://files.pythonhosted.org/packages/dd/a6/825010a291b4438aecc1f568bc428189fc1175515223632477c07dc0a6df/cryptography-48.0.0-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:906cbf0670286c6e0044156bc7d4af9cbb0ef6db9f73e52c3ec56ba6bdde5336", size = 5237657, upload-time = "2026-05-04T22:58:29.848Z" }, { url = "https://files.pythonhosted.org/packages/b9/09/4e76a09b4caa29aad535ddc806f5d4c5d01885bd978bd984fbc6ca032cae/cryptography-48.0.0-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:ea8990436d914540a40ab24b6a77c0969695ed52f4a4874c5137ccf7045a7057", size = 4732362, upload-time = "2026-05-04T22:58:32.009Z" }, { url = "https://files.pythonhosted.org/packages/18/78/444fa04a77d0cb95f417dda20d450e13c56ba8e5220fc892a1658f44f882/cryptography-48.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:c18684a7f0cc9a3cb60328f496b8e3372def7c5d2df39ac267878b05565aaaae", size = 4819580, upload-time = "2026-05-04T22:58:34.254Z" }, { url = "https://files.pythonhosted.org/packages/38/85/ea67067c70a1fd4be2c63d35eeed82658023021affccc7b17705f8527dd2/cryptography-48.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9be5aafa5736574f8f15f262adc81b2a9869e2cfe9014d52a44633905b40d52c", size = 4963283, upload-time = "2026-05-04T22:58:36.376Z" }, { url = "https://files.pythonhosted.org/packages/d5/ac/f5b5995b87770c693e2596559ffafe195b4033a57f14a82268a2842953f3/cryptography-48.0.0-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:614d0949f4790582d2cc25553abd09dd723025f0c0e7c67376a1d77196743d6e", size = 4683266, upload-time = "2026-05-04T22:58:46.064Z" }, { url = "https://files.pythonhosted.org/packages/ec/c6/8b14f67e18338fbc4adb76f66c001f5c3610b3e2d1837f268f47a347dbbb/cryptography-48.0.0-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7ce4bfae76319a532a2dc68f82cc32f5676ee792a983187dac07183690e5c66f", size = 4696228, upload-time = "2026-05-04T22:58:48.22Z" }, { url = "https://files.pythonhosted.org/packages/ea/73/f808fbae9514bd91b47875b003f13e284c8c6bdfd904b7944e803937eec1/cryptography-48.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:2eb992bbd4661238c5a397594c83f5b4dc2bc5b848c365c8f991b6780efcc5c7", size = 4689097, upload-time = "2026-05-04T22:58:50.9Z" }, - { url = "https://files.pythonhosted.org/packages/93/01/d86632d7d28db8ae83221995752eeb6639ffb374c2d22955648cf8d52797/cryptography-48.0.0-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:22a5cb272895dce158b2cacdfdc3debd299019659f42947dbdac6f32d68fe832", size = 5283582, upload-time = "2026-05-04T22:58:53.017Z" }, { url = "https://files.pythonhosted.org/packages/02/e1/50edc7a50334807cc4791fc4a0ce7468b4a1416d9138eab358bfc9a3d70b/cryptography-48.0.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:2b4d59804e8408e2fea7d1fbaf218e5ec984325221db76e6a241a9abd6cdd95c", size = 4730479, upload-time = "2026-05-04T22:58:55.611Z" }, { url = "https://files.pythonhosted.org/packages/6f/af/99a582b1b1641ff5911ac559beb45097cf79efd4ead4657f578ef1af2d47/cryptography-48.0.0-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:984a20b0f62a26f48a3396c72e4bc34c66e356d356bf370053066b3b6d54634a", size = 4326481, upload-time = "2026-05-04T22:58:57.607Z" }, { url = "https://files.pythonhosted.org/packages/90/ee/89aa26a06ef0a7d7611788ffd571a7c50e368cc6a4d5eef8b4884e866edb/cryptography-48.0.0-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:5a5ed8fde7a1d09376ca0b40e68cd59c69fe23b1f9768bd5824f54681626032a", size = 4688713, upload-time = "2026-05-04T22:59:00.077Z" }, - { url = "https://files.pythonhosted.org/packages/70/ba/bcb1b0bb7a33d4c7c0c4d4c7874b4a62ae4f56113a5f4baefa362dfb1f0f/cryptography-48.0.0-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:8cd666227ef7af430aa5914a9910e0ddd703e75f039cef0825cd0da71b6b711a", size = 5238165, upload-time = "2026-05-04T22:59:02.317Z" }, { url = "https://files.pythonhosted.org/packages/c9/70/ca4003b1ce5ca3dc3186ada51908c8a9b9ff7d5cab83cc0d43ee14ec144f/cryptography-48.0.0-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:9071196d81abc88b3516ac8cdfad32e2b66dd4a5393a8e68a961e9161ddc6239", size = 4729947, upload-time = "2026-05-04T22:59:05.255Z" }, { url = "https://files.pythonhosted.org/packages/44/a0/4ec7cf774207905aef1a8d11c3750d5a1db805eb380ee4e16df317870128/cryptography-48.0.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:1e2d54c8be6152856a36f0882ab231e70f8ec7f14e93cf87db8a2ed056bf160c", size = 4822059, upload-time = "2026-05-04T22:59:07.802Z" }, { url = "https://files.pythonhosted.org/packages/1e/75/a2e55f99c16fcac7b5d6c1eb19ad8e00799854d6be5ca845f9259eae1681/cryptography-48.0.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a5da777e32ffed6f85a7b2b3f7c5cbc88c146bfcd0a1d7baf5fcc6c52ee35dd4", size = 4960575, upload-time = "2026-05-04T22:59:09.851Z" }, @@ -3371,7 +3353,7 @@ wheels = [ [[package]] name = "tabpfn-extensions" -version = "0.3.0" +version = "0.4.0" source = { editable = "." } dependencies = [ { name = "pandas" },