From 377d312925354964138037147261eb40c7143b04 Mon Sep 17 00:00:00 2001 From: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com> Date: Tue, 19 Aug 2025 16:30:49 +0000 Subject: [PATCH 1/5] Automated `pre-commit` hook update --- .pre-commit-config.yaml | 16 ++++++++-------- tsml/datasets/_data_io.py | 12 ++++++------ 2 files changed, 14 insertions(+), 14 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 438cf6c..43126a2 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,6 +1,6 @@ repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.6.0 + rev: v6.0.0 hooks: - id: check-ast - id: check-added-large-files @@ -28,39 +28,39 @@ repos: args: [ "--create", "--python-folders", "tsml" ] - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.4.9 + rev: v0.12.9 hooks: - id: ruff args: [ "--fix" ] - repo: https://github.com/asottile/pyupgrade - rev: v3.16.0 + rev: v3.20.0 hooks: - id: pyupgrade args: [ "--py38-plus" ] - repo: https://github.com/pycqa/isort - rev: 5.13.2 + rev: 6.0.1 hooks: - id: isort name: isort (python) args: [ "--profile=black", "--multi-line=3" ] - repo: https://github.com/pycqa/flake8 - rev: 7.1.0 + rev: 7.3.0 hooks: - id: flake8 additional_dependencies: [ flake8-bugbear, flake8-print, Flake8-pyproject ] args: [ "--max-line-length=88", "--extend-ignore=E203" ] - repo: https://github.com/psf/black - rev: 24.4.2 + rev: 25.1.0 hooks: - id: black language_version: python3 - repo: https://github.com/nbQA-dev/nbQA - rev: 1.8.5 + rev: 1.9.1 hooks: - id: nbqa-isort additional_dependencies: [ isort ] @@ -73,7 +73,7 @@ repos: args: [ "--nbqa-dont-skip-bad-cells", "--extend-ignore=E402,E203", "--max-line-length=88" ] - repo: https://github.com/mgedmin/check-manifest - rev: "0.49" + rev: "0.50" hooks: - id: check-manifest stages: [ manual ] diff --git a/tsml/datasets/_data_io.py b/tsml/datasets/_data_io.py index c333bbb..0d6d7c9 100644 --- a/tsml/datasets/_data_io.py +++ b/tsml/datasets/_data_io.py @@ -425,7 +425,7 @@ def load_from_ts_file( def load_minimal_chinatown( - split: Union[None, str] = None + split: Union[None, str] = None, ) -> Tuple[np.ndarray, np.ndarray]: """Load MinimalChinatown time series classification problem. @@ -459,7 +459,7 @@ def load_minimal_chinatown( def load_unequal_minimal_chinatown( - split: Union[None, str] = None + split: Union[None, str] = None, ) -> Tuple[list, np.ndarray]: """Load UnequalMinimalChinatown time series classification problem. @@ -495,7 +495,7 @@ def load_unequal_minimal_chinatown( def load_equal_minimal_japanese_vowels( - split: Union[None, str] = None + split: Union[None, str] = None, ) -> Tuple[np.ndarray, np.ndarray]: """Load the EqualMinimalJapaneseVowels time series classification problem. @@ -530,7 +530,7 @@ def load_equal_minimal_japanese_vowels( def load_minimal_japanese_vowels( - split: Union[None, str] = None + split: Union[None, str] = None, ) -> Tuple[list, np.ndarray]: """Load the MinimalJapaneseVowels time series classification problem. @@ -565,7 +565,7 @@ def load_minimal_japanese_vowels( def load_minimal_gas_prices( - split: Union[None, str] = None + split: Union[None, str] = None, ) -> Tuple[np.ndarray, np.ndarray]: """Load the MinimalGasPrices time series extrinsic regression problem. @@ -596,7 +596,7 @@ def load_minimal_gas_prices( def load_unequal_minimal_gas_prices( - split: Union[None, str] = None + split: Union[None, str] = None, ) -> Tuple[list, np.ndarray]: """Load the UnequalMinimalGasPrices time series extrinsic regression problem. From ce0337f1e97751cfb5c14444e41409957baaf6ed Mon Sep 17 00:00:00 2001 From: MatthewMiddlehurst Date: Tue, 19 Aug 2025 18:08:04 +0100 Subject: [PATCH 2/5] fixes --- .pre-commit-config.yaml | 4 +- tsml/base.py | 25 +- tsml/compose/_channel_ensemble.py | 19 +- tsml/datasets/_data_io.py | 37 +- .../tests/_expected_data_io_output.py | 12184 --------------- tsml/datasets/tests/test_data_io.py | 12198 +++++++++++++++- tsml/dictionary_based/_mrseql.py | 12 +- tsml/dictionary_based/_mrsqm.py | 12 +- tsml/dummy/_dummy.py | 15 +- tsml/feature_based/_fpca.py | 19 +- tsml/interval_based/_interval_pipelines.py | 29 +- tsml/shapelet_based/_rsf.py | 20 +- tsml/transformations/_acf.py | 5 +- tsml/transformations/_ar_coefficient.py | 5 +- tsml/transformations/_interval_extraction.py | 13 +- tsml/transformations/tests/__init__.py | 1 + .../tests/test_function_transformer.py | 4 + tsml/utils/_tags.py | 5 +- tsml/utils/discovery.py | 3 +- tsml/utils/numba_functions/general.py | 7 +- tsml/utils/testing.py | 18 +- tsml/utils/validation.py | 17 +- 22 files changed, 12300 insertions(+), 12352 deletions(-) delete mode 100644 tsml/datasets/tests/_expected_data_io_output.py diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 43126a2..e0d6096 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -14,8 +14,6 @@ repos: - id: debug-statements - id: end-of-file-fixer - id: fix-byte-order-marker - - id: fix-encoding-pragma - args: ["--remove"] - id: name-tests-test args: ["--pytest-test-first"] - id: requirements-txt-fixer @@ -37,7 +35,7 @@ repos: rev: v3.20.0 hooks: - id: pyupgrade - args: [ "--py38-plus" ] + args: [ "--py310-plus" ] - repo: https://github.com/pycqa/isort rev: 6.0.1 diff --git a/tsml/base.py b/tsml/base.py index ec4a557..be7d328 100644 --- a/tsml/base.py +++ b/tsml/base.py @@ -7,7 +7,6 @@ ] from abc import ABCMeta -from typing import List, Tuple, Union import numpy as np from numpy.random import RandomState @@ -28,12 +27,12 @@ def _validate_data( y: object = "no_validation", reset: bool = True, **check_params, - ) -> Union[ - Tuple[np.ndarray, object], - Tuple[List[np.ndarray], object], - np.ndarray, - List[np.ndarray], - ]: + ) -> ( + tuple[np.ndarray, object] + | tuple[list[np.ndarray], object] + | np.ndarray + | list[np.ndarray] + ): """Validate input data and set or check the `n_features_in_` attribute. Uses the `scikit-learn` 1.2.1 `_validate_data` function as a base. @@ -111,10 +110,10 @@ def _validate_data( def _convert_X( self, - X: Union[np.ndarray, List[np.ndarray]], + X: np.ndarray | list[np.ndarray], pad_unequal: bool = False, concatenate_channels: bool = False, - ) -> Union[np.ndarray, List[np.ndarray]]: + ) -> np.ndarray | list[np.ndarray]: dtypes = _safe_tags(self)["X_types"] if isinstance(X, np.ndarray) and X.ndim == 3: @@ -191,7 +190,7 @@ def _convert_X( raise ValueError("Unable to convert X, please check the estimator tags.") - def _check_n_features(self, X: Union[np.ndarray, List[np.ndarray]], reset: bool): + def _check_n_features(self, X: np.ndarray | list[np.ndarray], reset: bool): """Set the `n_features_in_` attribute, or check against it. Uses the `scikit-learn` 1.2.1 `_check_n_features` function as a base. @@ -251,9 +250,7 @@ def _more_tags(self) -> dict: return _DEFAULT_TAGS @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters @@ -272,7 +269,7 @@ def get_test_params( def _clone_estimator( - base_estimator: BaseEstimator, random_state: Union[None, int, RandomState] = None + base_estimator: BaseEstimator, random_state: None | int | RandomState = None ) -> BaseEstimator: """Clone an estimator and set the random state if available.""" estimator = clone(base_estimator) diff --git a/tsml/compose/_channel_ensemble.py b/tsml/compose/_channel_ensemble.py index 5306176..1df826b 100644 --- a/tsml/compose/_channel_ensemble.py +++ b/tsml/compose/_channel_ensemble.py @@ -8,7 +8,6 @@ __all__ = ["ChannelEnsembleClassifier", "ChannelEnsembleRegressor"] from abc import ABCMeta -from typing import List, Union import numpy as np from sklearn.base import ClassifierMixin, RegressorMixin @@ -220,7 +219,7 @@ class ChannelEnsembleClassifier(ClassifierMixin, _BaseChannelEnsemble): def __init__(self, estimators, remainder="drop", random_state=None): super().__init__(estimators, remainder, random_state) - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -268,7 +267,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: self.estimators_ = estimators_ return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -294,7 +293,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: [self.classes_[int(np.argmax(prob))] for prob in self.predict_proba(X)] ) - def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict_proba(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels probabilities for sequences in X. Parameters @@ -334,9 +333,7 @@ def _more_tags(self) -> dict: } @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters @@ -430,7 +427,7 @@ class ChannelEnsembleRegressor(RegressorMixin, _BaseChannelEnsemble): def __init__(self, estimators, remainder="drop", random_state=None): super().__init__(estimators, remainder, random_state) - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -468,7 +465,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: self.estimators_ = estimators_ return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -501,9 +498,7 @@ def _more_tags(self) -> dict: return {"X_types": ["np_list", "3darray"], "equal_length_only": False} @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters diff --git a/tsml/datasets/_data_io.py b/tsml/datasets/_data_io.py index 0d6d7c9..aff8d92 100644 --- a/tsml/datasets/_data_io.py +++ b/tsml/datasets/_data_io.py @@ -1,7 +1,6 @@ """Data loading functions.""" import os -from typing import Tuple, Union import numpy as np @@ -19,10 +18,10 @@ def load_from_ts_file( file_path: str, - replace_missing_vals_with: Union[str, int, float] = "NaN", - X_dtype: Union[None, type] = None, - y_dtype: Union[None, type] = None, -) -> Union[np.ndarray, list, Tuple[np.ndarray, np.ndarray], Tuple[list, np.ndarray]]: + replace_missing_vals_with: str | int | float = "NaN", + X_dtype: None | type = None, + y_dtype: None | type = None, +) -> np.ndarray | list | tuple[np.ndarray, np.ndarray] | tuple[list, np.ndarray]: """Load data from a .ts file into a 3D numpy array or list of 2D numpy arrays. If the data to be loaded is equal length, a 3D numpy array will be returned. If the @@ -425,8 +424,8 @@ def load_from_ts_file( def load_minimal_chinatown( - split: Union[None, str] = None, -) -> Tuple[np.ndarray, np.ndarray]: + split: None | str = None, +) -> tuple[np.ndarray, np.ndarray]: """Load MinimalChinatown time series classification problem. This is an equal length univariate time series classification problem. It is a @@ -459,8 +458,8 @@ def load_minimal_chinatown( def load_unequal_minimal_chinatown( - split: Union[None, str] = None, -) -> Tuple[list, np.ndarray]: + split: None | str = None, +) -> tuple[list, np.ndarray]: """Load UnequalMinimalChinatown time series classification problem. This is an unequal length univariate time series classification problem. It is a @@ -495,8 +494,8 @@ def load_unequal_minimal_chinatown( def load_equal_minimal_japanese_vowels( - split: Union[None, str] = None, -) -> Tuple[np.ndarray, np.ndarray]: + split: None | str = None, +) -> tuple[np.ndarray, np.ndarray]: """Load the EqualMinimalJapaneseVowels time series classification problem. This is an equal length multivariate time series classification problem. It is a @@ -530,8 +529,8 @@ def load_equal_minimal_japanese_vowels( def load_minimal_japanese_vowels( - split: Union[None, str] = None, -) -> Tuple[list, np.ndarray]: + split: None | str = None, +) -> tuple[list, np.ndarray]: """Load the MinimalJapaneseVowels time series classification problem. This is an unequal length multivariate time series classification problem. It is a @@ -565,8 +564,8 @@ def load_minimal_japanese_vowels( def load_minimal_gas_prices( - split: Union[None, str] = None, -) -> Tuple[np.ndarray, np.ndarray]: + split: None | str = None, +) -> tuple[np.ndarray, np.ndarray]: """Load the MinimalGasPrices time series extrinsic regression problem. This is an equal length univariate time series regression problem. It is a @@ -596,8 +595,8 @@ def load_minimal_gas_prices( def load_unequal_minimal_gas_prices( - split: Union[None, str] = None, -) -> Tuple[list, np.ndarray]: + split: None | str = None, +) -> tuple[list, np.ndarray]: """Load the UnequalMinimalGasPrices time series extrinsic regression problem. This is an unequal length univariate time series regression problem. It is a @@ -629,8 +628,8 @@ def load_unequal_minimal_gas_prices( def _load_provided_dataset( name: str, - split: Union[None, str] = None, -) -> Union[Tuple[np.ndarray, np.ndarray], Tuple[list, np.ndarray]]: + split: None | str = None, +) -> tuple[np.ndarray, np.ndarray] | tuple[list, np.ndarray]: """Load baked in time series datasets. Loads data from the provided tsml dataset files only. diff --git a/tsml/datasets/tests/_expected_data_io_output.py b/tsml/datasets/tests/_expected_data_io_output.py deleted file mode 100644 index 8d6a056..0000000 --- a/tsml/datasets/tests/_expected_data_io_output.py +++ /dev/null @@ -1,12184 +0,0 @@ -equal_univariate_X = [ - [ - [ - 573, - 375, - 301, - 212, - 55, - 34, - 25, - 33, - 113, - 143, - 303, - 615, - 1226, - 1281, - 1221, - 1081, - 866, - 1096, - 1039, - 975, - 746, - 581, - 409, - 182, - ] - ], - [ - [ - 394, - 264, - 140, - 144, - 104, - 28, - 28, - 25, - 70, - 153, - 401, - 649, - 1216, - 1399, - 1249, - 1240, - 1109, - 1137, - 1290, - 1137, - 791, - 638, - 597, - 316, - ] - ], - [ - [ - 603, - 348, - 176, - 177, - 47, - 30, - 40, - 42, - 101, - 180, - 401, - 777, - 1344, - 1573, - 1408, - 1243, - 1141, - 1178, - 1256, - 1114, - 814, - 635, - 304, - 168, - ] - ], - [ - [ - 428, - 309, - 199, - 117, - 82, - 43, - 24, - 64, - 152, - 183, - 408, - 797, - 1288, - 1491, - 1523, - 1460, - 1365, - 1520, - 1700, - 1797, - 1596, - 1139, - 910, - 640, - ] - ], - [ - [ - 372, - 310, - 203, - 133, - 65, - 39, - 27, - 36, - 107, - 139, - 329, - 651, - 990, - 1027, - 1041, - 971, - 1104, - 844, - 1023, - 1019, - 862, - 643, - 591, - 452, - ] - ], - [ - [ - 448, - 344, - 183, - 146, - 71, - 14, - 30, - 41, - 108, - 137, - 277, - 576, - 1010, - 1271, - 1264, - 1062, - 1093, - 1030, - 1069, - 1151, - 898, - 754, - 467, - 362, - ] - ], - [ - [ - 621, - 322, - 221, - 150, - 65, - 40, - 42, - 84, - 148, - 190, - 341, - 685, - 1162, - 1391, - 1367, - 1279, - 1318, - 1336, - 1440, - 1479, - 1417, - 1347, - 1003, - 803, - ] - ], - [ - [ - 597, - 409, - 142, - 93, - 48, - 30, - 34, - 87, - 132, - 157, - 389, - 1024, - 1648, - 1768, - 1703, - 1706, - 1520, - 1562, - 1608, - 1766, - 1533, - 1441, - 1252, - 964, - ] - ], - [ - [ - 525, - 431, - 248, - 240, - 91, - 64, - 29, - 117, - 200, - 236, - 456, - 717, - 1331, - 1609, - 1563, - 1398, - 1465, - 1459, - 1631, - 1891, - 1847, - 1731, - 1375, - 1188, - ] - ], - [ - [ - 587, - 382, - 165, - 192, - 130, - 44, - 21, - 35, - 73, - 132, - 299, - 639, - 1110, - 1320, - 1208, - 1069, - 1070, - 1164, - 1547, - 1575, - 1503, - 1139, - 1066, - 776, - ] - ], - [ - [ - 144, - 73, - 21, - 16, - 10, - 12, - 26, - 100, - 177, - 220, - 371, - 599, - 1280, - 1346, - 1461, - 1367, - 1319, - 1205, - 1250, - 1269, - 981, - 806, - 550, - 320, - ] - ], - [ - [ - 141, - 63, - 51, - 14, - 16, - 14, - 28, - 103, - 172, - 205, - 442, - 601, - 1165, - 1228, - 912, - 872, - 847, - 1227, - 1561, - 1611, - 1386, - 1007, - 810, - 680, - ] - ], - [ - [ - 67, - 67, - 107, - 14, - 11, - 19, - 18, - 75, - 185, - 223, - 298, - 571, - 1044, - 1107, - 872, - 765, - 824, - 1032, - 1237, - 1084, - 759, - 543, - 377, - 168, - ] - ], - [ - [ - 69, - 54, - 35, - 6, - 7, - 15, - 19, - 76, - 212, - 238, - 364, - 717, - 1223, - 1166, - 994, - 931, - 929, - 1093, - 1275, - 1161, - 1083, - 726, - 441, - 241, - ] - ], - [ - [ - 142, - 104, - 55, - 33, - 51, - 13, - 36, - 77, - 185, - 222, - 437, - 739, - 1326, - 1372, - 979, - 942, - 1019, - 1250, - 1663, - 1781, - 1513, - 1188, - 1000, - 638, - ] - ], - [ - [ - 256, - 171, - 104, - 67, - 51, - 26, - 25, - 41, - 170, - 192, - 334, - 801, - 1341, - 1468, - 1395, - 1221, - 1168, - 1284, - 1400, - 1321, - 1099, - 791, - 498, - 272, - ] - ], - [ - [ - 130, - 68, - 52, - 23, - 10, - 16, - 28, - 128, - 226, - 271, - 402, - 652, - 1282, - 1353, - 1084, - 1124, - 920, - 1063, - 1160, - 1184, - 893, - 720, - 541, - 304, - ] - ], - [ - [ - 78, - 60, - 51, - 17, - 10, - 12, - 22, - 73, - 172, - 186, - 318, - 414, - 1003, - 1153, - 981, - 846, - 872, - 1051, - 1200, - 1276, - 1004, - 841, - 525, - 315, - ] - ], - [ - [ - 95, - 63, - 45, - 26, - 3, - 23, - 28, - 108, - 209, - 241, - 372, - 549, - 1206, - 1223, - 1156, - 1102, - 1083, - 1107, - 1109, - 1193, - 900, - 660, - 442, - 226, - ] - ], - [ - [ - 82, - 93, - 51, - 28, - 39, - 17, - 30, - 138, - 225, - 261, - 358, - 621, - 1074, - 1176, - 914, - 858, - 830, - 928, - 954, - 871, - 730, - 506, - 262, - 150, - ] - ], -] -equal_univariate_y = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] - -unequal_univariate_X = [ - [ - [ - 212, - 55, - 34, - 25, - 33, - 113, - 143, - 303, - 615, - 1226, - 1281, - 1221, - 1081, - 866, - 1096, - 1039, - 975, - 746, - 581, - 409, - 182, - ] - ], - [ - [ - 104, - 28, - 28, - 25, - 70, - 153, - 401, - 649, - 1216, - 1399, - 1249, - 1240, - 1109, - 1137, - 1290, - 1137, - 791, - 638, - 597, - 316, - ] - ], - [ - [ - 603, - 348, - 176, - 177, - 47, - 30, - 40, - 42, - 101, - 180, - 401, - 777, - 1344, - 1573, - 1408, - 1243, - 1141, - 1178, - 1256, - 1114, - 814, - 635, - 304, - 168, - ] - ], - [ - [ - 428, - 309, - 199, - 117, - 82, - 43, - 24, - 64, - 152, - 183, - 408, - 797, - 1288, - 1491, - 1523, - 1460, - 1365, - 1520, - 1700, - 1797, - ] - ], - [ - [ - 372, - 310, - 203, - 133, - 65, - 39, - 27, - 36, - 107, - 139, - 329, - 651, - 990, - 1027, - 1041, - 971, - 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0.038902, - -0.012495, - -0.056958, - -0.104449, - ], - ], -] -unequal_multivariate_y = [1, 1, 1, 2, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 7, 7, 8, 8, 9, 9] diff --git a/tsml/datasets/tests/test_data_io.py b/tsml/datasets/tests/test_data_io.py index 871043d..e4b1ae4 100644 --- a/tsml/datasets/tests/test_data_io.py +++ b/tsml/datasets/tests/test_data_io.py @@ -1,18 +1,10 @@ +"""Tests for loading time series data from files.""" + import os from numpy.testing import assert_array_almost_equal, assert_array_equal from tsml.datasets import load_from_ts_file -from tsml.datasets.tests._expected_data_io_output import ( - equal_multivariate_X, - equal_multivariate_y, - equal_univariate_X, - equal_univariate_y, - unequal_multivariate_X, - unequal_multivariate_y, - unequal_univariate_X, - unequal_univariate_y, -) def test_load_from_ts_file_equal_univariate(): @@ -71,3 +63,12189 @@ def test_load_from_ts_file_unequal_multivariate(): for i, x in enumerate(X): assert_array_almost_equal(x, unequal_multivariate_X[i]) assert_array_equal(y, unequal_multivariate_y) + + +equal_univariate_X = [ + [ + [ + 573, + 375, + 301, + 212, + 55, + 34, + 25, + 33, + 113, + 143, + 303, + 615, + 1226, + 1281, + 1221, + 1081, + 866, + 1096, + 1039, + 975, + 746, + 581, + 409, + 182, + ] + ], + [ + [ + 394, + 264, + 140, + 144, + 104, + 28, + 28, + 25, + 70, + 153, + 401, + 649, + 1216, + 1399, + 1249, + 1240, + 1109, + 1137, + 1290, + 1137, + 791, + 638, + 597, + 316, + ] + ], + [ + [ + 603, + 348, + 176, + 177, + 47, + 30, + 40, + 42, + 101, + 180, + 401, + 777, + 1344, + 1573, + 1408, + 1243, + 1141, + 1178, + 1256, + 1114, + 814, + 635, + 304, + 168, + ] + ], + [ + [ + 428, + 309, + 199, + 117, + 82, + 43, + 24, + 64, + 152, + 183, + 408, + 797, + 1288, + 1491, + 1523, + 1460, + 1365, + 1520, + 1700, + 1797, + 1596, + 1139, + 910, + 640, + ] + ], + [ + [ + 372, + 310, + 203, + 133, + 65, + 39, + 27, + 36, + 107, + 139, + 329, + 651, + 990, + 1027, + 1041, + 971, + 1104, + 844, + 1023, + 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-0.336366, + -0.385025, + -0.350201, + -0.335985, + -0.351551, + ], + [ + 0.2738, + 0.246934, + 0.224133, + 0.190846, + 0.149307, + 0.132805, + 0.102329, + 0.050364, + 0.057897, + 0.086395, + 0.068306, + 0.030056, + ], + [ + -0.097623, + -0.154197, + -0.180115, + -0.207579, + -0.252798, + -0.319616, + -0.341351, + -0.336139, + -0.321662, + -0.345564, + -0.368669, + -0.345599, + ], + [ + -0.275511, + -0.289446, + -0.293701, + -0.279112, + -0.233696, + -0.212373, + -0.203219, + -0.187918, + -0.200591, + -0.172576, + -0.157679, + -0.155009, + ], + [ + -0.13884, + -0.13673, + -0.1425, + -0.138213, + -0.111007, + -0.053317, + -0.03861, + -0.016421, + 0.029017, + 0.014511, + 0.032074, + 0.03193, + ], + [ + 0.040508, + 0.0518, + 0.063277, + 0.093146, + 0.109842, + 0.123025, + 0.127978, + 0.108834, + 0.038902, + -0.012495, + -0.056958, + -0.104449, + ], + ], +] +unequal_multivariate_y = [1, 1, 1, 2, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 7, 7, 8, 8, 9, 9] diff --git a/tsml/dictionary_based/_mrseql.py b/tsml/dictionary_based/_mrseql.py index 9fb6c81..6b1e877 100644 --- a/tsml/dictionary_based/_mrseql.py +++ b/tsml/dictionary_based/_mrseql.py @@ -1,7 +1,5 @@ """Multiple Representations Sequence Learning (MrSEQL) Classifier.""" -from typing import List, Union - import numpy as np import pandas as pd from sklearn.base import ClassifierMixin @@ -51,7 +49,7 @@ def __init__(self, seql_mode="fs", symrep=("sax"), custom_config=None) -> None: super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -98,7 +96,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -122,7 +120,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return self.clf_.predict(_convert_data(X)) - def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict_proba(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels probabilities for sequences in X. Parameters @@ -154,9 +152,7 @@ def _more_tags(self) -> dict: } @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters diff --git a/tsml/dictionary_based/_mrsqm.py b/tsml/dictionary_based/_mrsqm.py index 80dfde3..0649f79 100644 --- a/tsml/dictionary_based/_mrsqm.py +++ b/tsml/dictionary_based/_mrsqm.py @@ -1,7 +1,5 @@ """MrSQM classifier wrapper.""" -from typing import List, Union - import numpy as np import pandas as pd from sklearn.base import ClassifierMixin @@ -85,7 +83,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -135,7 +133,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -159,7 +157,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return self.clf_.predict(_convert_data(X)) - def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict_proba(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels probabilities for sequences in X. Parameters @@ -191,9 +189,7 @@ def _more_tags(self) -> dict: } @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters diff --git a/tsml/dummy/_dummy.py b/tsml/dummy/_dummy.py index c0466a4..a7a24fd 100644 --- a/tsml/dummy/_dummy.py +++ b/tsml/dummy/_dummy.py @@ -3,7 +3,6 @@ __author__ = ["MatthewMiddlehurst"] __all__ = ["DummyClassifier", "DummyRegressor", "DummyClusterer"] -from typing import List, Union import numpy as np from sklearn.base import ClassifierMixin, ClusterMixin, RegressorMixin @@ -104,7 +103,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -147,7 +146,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -176,7 +175,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return self.clf_.predict(np.zeros((_num_samples(X), 2))) - def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict_proba(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels probabilities for sequences in X. Parameters @@ -275,7 +274,7 @@ def __init__(self, strategy="mean", constant=None, quantile=None, validate=False super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -305,7 +304,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -393,7 +392,7 @@ def __init__( super().__init__() def fit( - self, X: Union[np.ndarray, List[np.ndarray]], y: Union[np.ndarray, None] = None + self, X: np.ndarray | list[np.ndarray], y: np.ndarray | None = None ) -> object: """Fit the estimator to training data. @@ -427,7 +426,7 @@ def fit( return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Assign clusters labels for sequences in X. Parameters diff --git a/tsml/feature_based/_fpca.py b/tsml/feature_based/_fpca.py index ed65af6..8a0fe22 100644 --- a/tsml/feature_based/_fpca.py +++ b/tsml/feature_based/_fpca.py @@ -7,7 +7,6 @@ __author__ = ["dguijo", "MatthewMiddlehurst"] __all__ = ["FPCAClassifier", "FPCARegressor"] -from typing import List, Union import numpy as np from sklearn.base import ClassifierMixin, RegressorMixin @@ -100,7 +99,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -156,7 +155,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -182,7 +181,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: self._transformer.transform(X).reshape((X.shape[0], -1)) ) - def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict_proba(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels probabilities for sequences in X. Parameters @@ -224,9 +223,7 @@ def _more_tags(self) -> dict: } @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters @@ -319,7 +316,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -365,7 +362,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -393,9 +390,7 @@ def _more_tags(self) -> dict: } @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters diff --git a/tsml/interval_based/_interval_pipelines.py b/tsml/interval_based/_interval_pipelines.py index f67eb9f..da02c50 100644 --- a/tsml/interval_based/_interval_pipelines.py +++ b/tsml/interval_based/_interval_pipelines.py @@ -11,7 +11,6 @@ "SupervisedIntervalClassifier", ] -from typing import List, Union import numpy as np from sklearn.base import ClassifierMixin, RegressorMixin @@ -138,7 +137,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -229,7 +228,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -265,7 +264,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return self._estimator.predict(X_t) - def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict_proba(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels probabilities for sequences in X. Parameters @@ -310,9 +309,7 @@ def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return dists @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters @@ -441,7 +438,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -525,7 +522,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -558,9 +555,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return self._estimator.predict(X_t) @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters @@ -691,7 +686,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -757,7 +752,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -783,7 +778,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return self._estimator.predict(self._transformer.transform(X)) - def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict_proba(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels probabilities for sequences in X. Parameters @@ -818,9 +813,7 @@ def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return dists @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters diff --git a/tsml/shapelet_based/_rsf.py b/tsml/shapelet_based/_rsf.py index f29dc93..c8ad365 100644 --- a/tsml/shapelet_based/_rsf.py +++ b/tsml/shapelet_based/_rsf.py @@ -1,7 +1,5 @@ """Random Shapelet Forest (RSF) estimators.""" -from typing import List, Union - import numpy as np from sklearn.base import ClassifierMixin, RegressorMixin from sklearn.utils.multiclass import check_classification_targets @@ -61,7 +59,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -126,7 +124,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -153,7 +151,7 @@ def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: return self.clf_.predict(X) - def predict_proba(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict_proba(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels probabilities for sequences in X. Parameters @@ -189,9 +187,7 @@ def _more_tags(self) -> dict: } @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters @@ -258,7 +254,7 @@ def __init__( super().__init__() - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the estimator to training data. Parameters @@ -308,7 +304,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self - def predict(self, X: Union[np.ndarray, List[np.ndarray]]) -> np.ndarray: + def predict(self, X: np.ndarray | list[np.ndarray]) -> np.ndarray: """Predicts labels for sequences in X. Parameters @@ -340,9 +336,7 @@ def _more_tags(self) -> dict: } @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters diff --git a/tsml/transformations/_acf.py b/tsml/transformations/_acf.py index b00114e..ee61828 100644 --- a/tsml/transformations/_acf.py +++ b/tsml/transformations/_acf.py @@ -3,7 +3,6 @@ __author__ = ["MatthewMiddlehurst"] __all__ = ["AutocorrelationFunctionTransformer"] -from typing import List, Union import numpy as np from numba import njit @@ -89,9 +88,7 @@ def _more_tags(self) -> dict: return {"requires_fit": False} @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters diff --git a/tsml/transformations/_ar_coefficient.py b/tsml/transformations/_ar_coefficient.py index 5654799..1a3d092 100644 --- a/tsml/transformations/_ar_coefficient.py +++ b/tsml/transformations/_ar_coefficient.py @@ -3,7 +3,6 @@ __author__ = ["MatthewMiddlehurst"] __all__ = ["ARCoefficientTransformer"] -from typing import List, Union import numpy as np from sklearn.base import TransformerMixin @@ -85,9 +84,7 @@ def _more_tags(self) -> dict: return {"requires_fit": False, "optional_dependency": True} @classmethod - def get_test_params( - cls, parameter_set: Union[str, None] = None - ) -> Union[dict, List[dict]]: + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. Parameters diff --git a/tsml/transformations/_interval_extraction.py b/tsml/transformations/_interval_extraction.py index ec0f074..1aa1657 100644 --- a/tsml/transformations/_interval_extraction.py +++ b/tsml/transformations/_interval_extraction.py @@ -7,7 +7,6 @@ ] import inspect -from typing import List, Union import numpy as np from joblib import Parallel @@ -142,7 +141,7 @@ def __init__( transformer_feature_skip = ["transform_features_", "_transform_features"] def fit_transform( - self, X: Union[np.ndarray, List[np.ndarray]], y: Union[np.ndarray, None] = None + self, X: np.ndarray | list[np.ndarray], y: np.ndarray | None = None ) -> np.ndarray: """Fit the transformer to training data and return transformed data. @@ -202,7 +201,7 @@ def fit_transform( return Xt def fit( - self, X: Union[np.ndarray, List[np.ndarray]], y: Union[np.ndarray, None] = None + self, X: np.ndarray | list[np.ndarray], y: np.ndarray | None = None ) -> object: """Fit the transformer to training data. @@ -249,7 +248,7 @@ def fit( return self def transform( - self, X: Union[np.ndarray, List[np.ndarray]], y: Union[np.ndarray, None] = None + self, X: np.ndarray | list[np.ndarray], y: np.ndarray | None = None ) -> np.ndarray: """Transform input cases in X. @@ -696,7 +695,7 @@ def __init__( ] def fit_transform( - self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray + self, X: np.ndarray | list[np.ndarray], y: np.ndarray ) -> np.ndarray: """Fit the transformer to training data and return transformed data. @@ -745,7 +744,7 @@ def fit_transform( return Xt - def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: + def fit(self, X: np.ndarray | list[np.ndarray], y: np.ndarray) -> object: """Fit the transformer to training data. Parameters @@ -790,7 +789,7 @@ def fit(self, X: Union[np.ndarray, List[np.ndarray]], y: np.ndarray) -> object: return self def transform( - self, X: Union[np.ndarray, List[np.ndarray]], y: Union[np.ndarray, None] = None + self, X: np.ndarray | list[np.ndarray], y: np.ndarray | None = None ) -> np.ndarray: """Transform input cases in X. diff --git a/tsml/transformations/tests/__init__.py b/tsml/transformations/tests/__init__.py index e69de29..2df3092 100644 --- a/tsml/transformations/tests/__init__.py +++ b/tsml/transformations/tests/__init__.py @@ -0,0 +1 @@ +"""Transformation tests.""" diff --git a/tsml/transformations/tests/test_function_transformer.py b/tsml/transformations/tests/test_function_transformer.py index 0c54bdc..1959438 100644 --- a/tsml/transformations/tests/test_function_transformer.py +++ b/tsml/transformations/tests/test_function_transformer.py @@ -1,3 +1,5 @@ +"""Test cases for FunctionTransformer.""" + from tsml.transformations import FunctionTransformer from tsml.utils.numba_functions.general import first_order_differences_3d from tsml.utils.numba_functions.stats import row_mean @@ -5,6 +7,7 @@ def test_function_2d_mean(): + """Test FunctionTransformer with a 2D array.""" X, y = generate_2d_test_data() func = FunctionTransformer(func=row_mean) @@ -13,6 +16,7 @@ def test_function_2d_mean(): def test_function_3d_diff(): + """Test FunctionTransformer with a 3D array.""" X, y = generate_3d_test_data() func = FunctionTransformer(func=first_order_differences_3d) diff --git a/tsml/utils/_tags.py b/tsml/utils/_tags.py index a70426a..23f4bc8 100644 --- a/tsml/utils/_tags.py +++ b/tsml/utils/_tags.py @@ -2,7 +2,6 @@ __author__ = ["MatthewMiddlehurst"] -from typing import Union import numpy as np from sklearn.base import BaseEstimator @@ -25,9 +24,7 @@ } -def _safe_tags( - estimator: BaseEstimator, key: Union[str, None] = None -) -> Union[dict, str]: +def _safe_tags(estimator: BaseEstimator, key: str | None = None) -> dict | str: """Safely get estimator tags. :class:`~sklearn.BaseEstimator` provides the estimator tags machinery. diff --git a/tsml/utils/discovery.py b/tsml/utils/discovery.py index d2233eb..caf03e5 100644 --- a/tsml/utils/discovery.py +++ b/tsml/utils/discovery.py @@ -8,7 +8,6 @@ from importlib import import_module from operator import itemgetter from pathlib import Path -from typing import List, Union from sklearn.base import ( BaseEstimator, @@ -24,7 +23,7 @@ } -def all_estimators(type_filter: Union[str, List[str]] = None): +def all_estimators(type_filter: str | list[str] = None): """Get a list of all estimators from `tsml`. This function crawls the module and gets all classes that inherit diff --git a/tsml/utils/numba_functions/general.py b/tsml/utils/numba_functions/general.py index db5282c..4c9f7ff 100644 --- a/tsml/utils/numba_functions/general.py +++ b/tsml/utils/numba_functions/general.py @@ -19,7 +19,6 @@ "combinations_1d", ] -from typing import Tuple import numpy as np from numba import njit @@ -28,7 +27,7 @@ @njit(fastmath=True, cache=True) -def unique_count(X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]: +def unique_count(X: np.ndarray) -> tuple[np.ndarray, np.ndarray]: """Numba unique value count function for a 1d numpy array. np.unique() is supported by numba, but the return_counts parameter is not. @@ -342,7 +341,7 @@ def get_subsequence( @njit(fastmath=True, cache=True) def get_subsequence_with_mean_std( X: np.ndarray, i_start: int, length: int, dilation: int -) -> Tuple[np.ndarray, np.ndarray, np.ndarray]: +) -> tuple[np.ndarray, np.ndarray, np.ndarray]: """Get a subsequence, its mean and std from a time series given a starting index. Parameters @@ -392,7 +391,7 @@ def get_subsequence_with_mean_std( @njit(fastmath=True, cache=True) def sliding_mean_std_one_series( X: np.ndarray, length: int, dilation: int -) -> Tuple[np.ndarray, np.ndarray]: +) -> tuple[np.ndarray, np.ndarray]: """Return the mean and standard deviation for all subsequence (l,d) in X. Parameters diff --git a/tsml/utils/testing.py b/tsml/utils/testing.py index 5bd14fb..4fbc777 100644 --- a/tsml/utils/testing.py +++ b/tsml/utils/testing.py @@ -11,8 +11,8 @@ import re import warnings +from collections.abc import Callable from functools import partial, wraps -from typing import Callable, List, Tuple, Union import numpy as np from aeon.base import BaseAeonEstimator @@ -30,7 +30,7 @@ from tsml.utils.discovery import all_estimators -def generate_test_estimators() -> List[BaseEstimator]: +def generate_test_estimators() -> list[BaseEstimator]: """Generate a list of all estimators in tsml with test parameters. Uses estimator parameters from `get_test_params` if available. @@ -76,7 +76,7 @@ def generate_test_estimators() -> List[BaseEstimator]: return estimators -def parametrize_with_checks(estimators: List[BaseEstimator]) -> Callable: +def parametrize_with_checks(estimators: list[BaseEstimator]) -> Callable: """Pytest specific decorator for parametrizing estimator checks. If the estimator is a `BaseTimeSeriesEstimator` then the `tsml` checks are used, @@ -176,8 +176,8 @@ def generate_3d_test_data( series_length: int = 12, n_labels: int = 2, regression_target: bool = False, - random_state: Union[int, None] = None, -) -> Tuple[np.ndarray, np.ndarray]: + random_state: int | None = None, +) -> tuple[np.ndarray, np.ndarray]: """Randomly generate 3D data for testing. Will ensure there is at least one sample per label. @@ -236,8 +236,8 @@ def generate_2d_test_data( series_length: int = 8, n_labels: int = 2, regression_target: bool = False, - random_state: Union[int, None] = None, -) -> Tuple[np.ndarray, np.ndarray]: + random_state: int | None = None, +) -> tuple[np.ndarray, np.ndarray]: """Randomly generate 2D data for testing. Will ensure there is at least one sample per label. @@ -295,8 +295,8 @@ def generate_unequal_test_data( max_series_length: int = 8, n_labels: int = 2, regression_target: bool = False, - random_state: Union[int, None] = None, -) -> Tuple[List[np.ndarray], np.ndarray]: + random_state: int | None = None, +) -> tuple[list[np.ndarray], np.ndarray]: """Randomly generate unequal length 3D data for testing. Will ensure there is at least one sample per label. diff --git a/tsml/utils/validation.py b/tsml/utils/validation.py index 0cfae0e..4db7583 100644 --- a/tsml/utils/validation.py +++ b/tsml/utils/validation.py @@ -12,7 +12,6 @@ import os import warnings from importlib import import_module -from typing import List, Tuple, Union import numpy as np from packaging.requirements import InvalidRequirement, Requirement @@ -102,7 +101,7 @@ def is_clusterer(estimator: BaseEstimator) -> bool: return getattr(estimator, "_estimator_type", None) == "clusterer" -def _num_features(X: Union[np.ndarray, List[np.ndarray]]) -> Tuple[int, int, int]: +def _num_features(X: np.ndarray | list[np.ndarray]) -> tuple[int, int, int]: """Return the number of features of a 3D numpy array or a list of 2D numpy arrays. Returns @@ -134,7 +133,7 @@ def _check_estimator_name(estimator): def check_X_y( X: object, y: object, - dtype: Union[str, type, None] = "numeric", + dtype: str | type | None = "numeric", copy: bool = False, force_all_finite: bool = True, convert_2d: bool = True, @@ -143,9 +142,9 @@ def check_X_y( ensure_min_series_length: int = 2, ensure_univariate: bool = False, ensure_equal_length: bool = False, - estimator: Union[str, BaseEstimator, None] = None, + estimator: str | BaseEstimator | None = None, y_numeric: bool = False, -) -> Union[Tuple[np.ndarray, np.ndarray], Tuple[List[np.ndarray], np.ndarray]]: +) -> tuple[np.ndarray, np.ndarray] | tuple[list[np.ndarray], np.ndarray]: """Input validation for standard estimators. Checks X and y for consistent length, enforces X to be 3D and y 1D. By default, @@ -254,7 +253,7 @@ def check_X_y( def check_X( X: object, - dtype: Union[str, type, None] = "numeric", + dtype: str | type | None = "numeric", copy: bool = False, force_all_finite: bool = True, convert_2d: bool = False, @@ -263,8 +262,8 @@ def check_X( ensure_min_series_length: int = 2, ensure_univariate: bool = False, ensure_equal_length: bool = False, - estimator: Union[str, BaseEstimator, None] = None, -) -> Union[np.ndarray, list]: + estimator: str | BaseEstimator | None = None, +) -> np.ndarray | list: """Input validation on a numpy array or list dataset. By default, the input is checked to be a non-empty 2D numpy array, 3D numpy array or @@ -569,7 +568,7 @@ def check_X( def _check_optional_dependency( package_name: str, package_import_name: str, - source_name: Union[str, BaseEstimator], + source_name: str | BaseEstimator, raise_error: bool = True, ): """Check if an optional dependency is installed and raise error if not. From 12dd8aa7569cb371099204b179bb739421082ab0 Mon Sep 17 00:00:00 2001 From: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com> Date: Mon, 8 Sep 2025 00:52:33 +0000 Subject: [PATCH 3/5] Automated `pre-commit` hook update --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index af85f4e..fb40ba0 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -26,7 +26,7 @@ repos: args: [ "--create", "--python-folders", "tsml" ] - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.12.10 + rev: v0.12.12 hooks: - id: ruff args: [ "--fix" ] From 3cf4af660d98c08ee173fac4db2fafd3952439e6 Mon Sep 17 00:00:00 2001 From: MatthewMiddlehurst Date: Wed, 10 Sep 2025 20:42:59 +0100 Subject: [PATCH 4/5] fixes --- tsml/base.py | 3 + tsml/compose/__init__.py | 8 + tsml/compose/_sklearn_to_tsml.py | 288 ++++++++++++++++++++++++++ tsml/tests/test_estimators_sklearn.py | 3 +- 4 files changed, 300 insertions(+), 2 deletions(-) create mode 100644 tsml/compose/_sklearn_to_tsml.py diff --git a/tsml/base.py b/tsml/base.py index be7d328..422df31 100644 --- a/tsml/base.py +++ b/tsml/base.py @@ -249,6 +249,9 @@ def _check_n_features(self, X: np.ndarray | list[np.ndarray], reset: bool): def _more_tags(self) -> dict: return _DEFAULT_TAGS + def _get_tags(self) -> dict: + return _safe_tags(self) + @classmethod def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: """Return unit test parameter settings for the estimator. diff --git a/tsml/compose/__init__.py b/tsml/compose/__init__.py index 48af9c1..b2f1a9f 100644 --- a/tsml/compose/__init__.py +++ b/tsml/compose/__init__.py @@ -3,9 +3,17 @@ __all__ = [ "ChannelEnsembleClassifier", "ChannelEnsembleRegressor", + "SklearnToTsmlClassifier", + "SklearnToTsmlClusterer", + "SklearnToTsmlRegressor", ] from tsml.compose._channel_ensemble import ( ChannelEnsembleClassifier, ChannelEnsembleRegressor, ) +from tsml.compose._sklearn_to_tsml import ( + SklearnToTsmlClassifier, + SklearnToTsmlClusterer, + SklearnToTsmlRegressor, +) diff --git a/tsml/compose/_sklearn_to_tsml.py b/tsml/compose/_sklearn_to_tsml.py new file mode 100644 index 0000000..88cd841 --- /dev/null +++ b/tsml/compose/_sklearn_to_tsml.py @@ -0,0 +1,288 @@ +"""A tsml wrapper for sklearn classifiers.""" + +__maintainer__ = ["MatthewMiddlehurst"] +__all__ = [ + "SklearnToTsmlClassifier", + "SklearnToTsmlClusterer", + "SklearnToTsmlRegressor", +] + +import numpy as np +from aeon.base._base import _clone_estimator +from sklearn.base import ClassifierMixin, ClusterMixin, RegressorMixin +from sklearn.utils.multiclass import check_classification_targets +from sklearn.utils.validation import check_is_fitted + +from tsml.base import BaseTimeSeriesEstimator + + +class SklearnToTsmlClassifier(ClassifierMixin, BaseTimeSeriesEstimator): + """Wrapper for sklearn estimators to use the tsml base class.""" + + def __init__( + self, + classifier=None, + pad_unequal=False, + concatenate_channels=False, + clone_estimator=True, + random_state=None, + ): + self.classifier = classifier + self.pad_unequal = pad_unequal + self.concatenate_channels = concatenate_channels + self.clone_estimator = clone_estimator + self.random_state = random_state + + super().__init__() + + def fit(self, X, y): + """Wrap fit.""" + if self.classifier is None: + raise ValueError("Classifier not set") + + X, y = self._validate_data( + X=X, + y=y, + ensure_univariate=not self.concatenate_channels, + ensure_equal_length=not self.pad_unequal, + ) + X = self._convert_X( + X, + pad_unequal=self.pad_unequal, + concatenate_channels=self.concatenate_channels, + ) + + check_classification_targets(y) + self.classes_ = np.unique(y) + + self._classifier = ( + _clone_estimator(self.classifier, self.random_state) + if self.clone_estimator + else self.classifier + ) + self._classifier.fit(X, y) + + return self + + def predict(self, X) -> np.ndarray: + """Wrap predict.""" + check_is_fitted(self) + + X = self._validate_data(X=X, reset=False) + X = self._convert_X( + X, + pad_unequal=self.pad_unequal, + concatenate_channels=self.concatenate_channels, + ) + + return self._classifier.predict(X) + + def predict_proba(self, X) -> np.ndarray: + """Wrap predict_proba.""" + check_is_fitted(self) + + X = self._validate_data(X=X, reset=False) + X = self._convert_X( + X, + pad_unequal=self.pad_unequal, + concatenate_channels=self.concatenate_channels, + ) + + return self._classifier.predict_proba(X) + + def _more_tags(self): + return { + "X_types": ["2darray"], + "equal_length_only": (False if self.pad_unequal else True), + "univariate_only": False if self.concatenate_channels else True, + } + + @classmethod + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: + """Return unit test parameter settings for the estimator. + + Parameters + ---------- + parameter_set : None or str, default=None + Name of the set of test parameters to return, for use in tests. If no + special parameters are defined for a value, will return `"default"` set. + + Returns + ------- + params : dict or list of dict + Parameters to create testing instances of the class. + """ + from sklearn.ensemble import RandomForestClassifier + + return {"classifier": RandomForestClassifier(n_estimators=5)} + + +class SklearnToTsmlClusterer(ClusterMixin, BaseTimeSeriesEstimator): + """Wrapper for sklearn estimators to use the tsml base class.""" + + def __init__( + self, + clusterer=None, + pad_unequal=False, + concatenate_channels=False, + clone_estimator=True, + random_state=None, + ): + self.clusterer = clusterer + self.pad_unequal = pad_unequal + self.concatenate_channels = concatenate_channels + self.clone_estimator = clone_estimator + self.random_state = random_state + + super().__init__() + + def fit(self, X, y=None): + """Wrap fit.""" + if self.clusterer is None: + raise ValueError("Clusterer not set") + + X = self._validate_data( + X=X, + ensure_univariate=not self.concatenate_channels, + ensure_equal_length=not self.pad_unequal, + ) + X = self._convert_X( + X, + pad_unequal=self.pad_unequal, + concatenate_channels=self.concatenate_channels, + ) + + self._clusterer = ( + _clone_estimator(self.clusterer, self.random_state) + if self.clone_estimator + else self.clusterer + ) + self._clusterer.fit(X, y) + + self.labels_ = self._clusterer.labels_ + + return self + + def predict(self, X) -> np.ndarray: + """Wrap predict.""" + check_is_fitted(self) + + X = self._validate_data(X=X, reset=False) + X = self._convert_X( + X, + pad_unequal=self.pad_unequal, + concatenate_channels=self.concatenate_channels, + ) + + return self._clusterer.predict(X) + + def _more_tags(self): + return { + "X_types": ["2darray"], + "equal_length_only": (False if self.pad_unequal else True), + "univariate_only": False if self.concatenate_channels else True, + } + + @classmethod + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: + """Return unit test parameter settings for the estimator. + + Parameters + ---------- + parameter_set : None or str, default=None + Name of the set of test parameters to return, for use in tests. If no + special parameters are defined for a value, will return `"default"` set. + + Returns + ------- + params : dict or list of dict + Parameters to create testing instances of the class. + """ + from sklearn.cluster import KMeans + + return {"clusterer": KMeans(n_clusters=2, max_iter=5)} + + +class SklearnToTsmlRegressor(RegressorMixin, BaseTimeSeriesEstimator): + """Wrapper for sklearn estimators to use the tsml base class.""" + + def __init__( + self, + regressor=None, + pad_unequal=False, + concatenate_channels=False, + clone_estimator=True, + random_state=None, + ): + self.regressor = regressor + self.pad_unequal = pad_unequal + self.concatenate_channels = concatenate_channels + self.clone_estimator = clone_estimator + self.random_state = random_state + + super().__init__() + + def fit(self, X, y): + """Wrap fit.""" + if self.regressor is None: + raise ValueError("Regressor not set") + + X, y = self._validate_data( + X=X, + y=y, + ensure_univariate=not self.concatenate_channels, + ensure_equal_length=not self.pad_unequal, + ) + X = self._convert_X( + X, + pad_unequal=self.pad_unequal, + concatenate_channels=self.concatenate_channels, + ) + + self._regressor = ( + _clone_estimator(self.regressor, self.random_state) + if self.clone_estimator + else self.regressor + ) + self._regressor.fit(X, y) + + return self + + def predict(self, X) -> np.ndarray: + """Wrap predict.""" + check_is_fitted(self) + + X = self._validate_data(X=X, reset=False) + X = self._convert_X( + X, + pad_unequal=self.pad_unequal, + concatenate_channels=self.concatenate_channels, + ) + + return self._regressor.predict(X) + + def _more_tags(self): + return { + "X_types": ["2darray"], + "equal_length_only": (False if self.pad_unequal else True), + "univariate_only": False if self.concatenate_channels else True, + } + + @classmethod + def get_test_params(cls, parameter_set: str | None = None) -> dict | list[dict]: + """Return unit test parameter settings for the estimator. + + Parameters + ---------- + parameter_set : None or str, default=None + Name of the set of test parameters to return, for use in tests. If no + special parameters are defined for a value, will return `"default"` set. + + Returns + ------- + params : dict or list of dict + Parameters to create testing instances of the class. + """ + from sklearn.ensemble import RandomForestRegressor + + return {"regressor": RandomForestRegressor(n_estimators=5)} diff --git a/tsml/tests/test_estimators_sklearn.py b/tsml/tests/test_estimators_sklearn.py index 690a5bf..25ebfbe 100644 --- a/tsml/tests/test_estimators_sklearn.py +++ b/tsml/tests/test_estimators_sklearn.py @@ -16,7 +16,6 @@ from sklearn.model_selection import train_test_split from sklearn.pipeline import make_pipeline from sklearn.preprocessing import scale -from sklearn.utils._tags import _safe_tags as _safe_tags_sklearn from sklearn.utils._testing import ( SkipTest, assert_allclose, @@ -1410,7 +1409,7 @@ def check_estimator_get_tags_default_keys(name, estimator_orig): if not hasattr(estimator, "_get_tags"): return - default_tags_keys = set(_safe_tags_sklearn(estimator).keys()) + default_tags_keys = set(_safe_tags(estimator).keys()) tags_keys = set(estimator._get_tags().keys()) assert tags_keys.intersection(default_tags_keys) == default_tags_keys, ( f"{name}._get_tags() is missing entries for the following default tags: " From 4d3930e7aa5cf012e7e83e331084ab00fede0ef9 Mon Sep 17 00:00:00 2001 From: MatthewMiddlehurst Date: Wed, 10 Sep 2025 20:54:19 +0100 Subject: [PATCH 5/5] wildboar --- .github/workflows/periodic_tests.yml | 4 ++-- pyproject.toml | 2 +- tsml/tests/test_sklearn_compatability.py | 2 +- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/periodic_tests.yml b/.github/workflows/periodic_tests.yml index c51381d..20dbdd1 100644 --- a/.github/workflows/periodic_tests.yml +++ b/.github/workflows/periodic_tests.yml @@ -90,7 +90,7 @@ jobs: - name: Disable Numba JIT run: echo "NUMBA_DISABLE_JIT=1" >> $GITHUB_ENV - - name: Install aeon and dependencies + - name: Install uses: nick-fields/retry@v3 with: timeout_minutes: 30 @@ -101,7 +101,7 @@ jobs: run: python -m pip list - name: Run tests - run: python -m pytest -n logical --cov=aeon --cov-report=xml --timeout 1800 + run: python -m pytest -n logical --cov=tsml --cov-report=xml --timeout 1800 - uses: codecov/codecov-action@v5 env: diff --git a/pyproject.toml b/pyproject.toml index 29ef60f..02ea397 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -52,7 +52,7 @@ all_extras = [ "grailts", "scikit-fda>=0.7.0; python_version > '3.9' and python_version < '3.13'", "statsmodels>=0.12.1", - "wildboar", + "wildboar<=1.2.0", ] unstable_extras = [ "mrsqm>=0.0.7; platform_system == 'Linux' and python_version < '3.12'", # requires gcc and fftw to be installed for Windows and some other OS (see http://www.fftw.org/index.html) diff --git a/tsml/tests/test_sklearn_compatability.py b/tsml/tests/test_sklearn_compatability.py index fd9a4e7..e56218e 100644 --- a/tsml/tests/test_sklearn_compatability.py +++ b/tsml/tests/test_sklearn_compatability.py @@ -1,4 +1,4 @@ -"""Unit tests for aeon classifier compatability with sklearn interfaces.""" +"""Unit tests for tsml classifier compatability with sklearn interfaces.""" __maintainer__ = [] __all__ = [