From 4bd5ce2490b95660063feadddad49ad66d2df6d0 Mon Sep 17 00:00:00 2001 From: vnmabus Date: Fri, 2 Sep 2022 16:36:19 +0200 Subject: [PATCH] Typing inference module. --- mypy.out | 4725 +++++++++++++++++ skfda/_utils/__init__.py | 2 - skfda/_utils/_utils.py | 2 - skfda/datasets/_samples_generators.py | 21 +- .../outliers/_directional_outlyingness.py | 6 +- skfda/inference/__init__.py | 10 +- skfda/inference/anova/_anova_oneway.py | 13 +- skfda/inference/hotelling/_hotelling.py | 12 +- skfda/misc/validation.py | 17 +- skfda/ml/clustering/_kmeans.py | 10 +- .../dim_reduction/variable_selection/mrmr.py | 3 +- skfda/typing/_base.py | 5 + 12 files changed, 4786 insertions(+), 40 deletions(-) create mode 100644 mypy.out diff --git a/mypy.out b/mypy.out new file mode 100644 index 000000000..ae346163e --- /dev/null +++ b/mypy.out @@ -0,0 +1,4725 @@ +TRACE: Plugins snapshot {} +TRACE: Options({'allow_redefinition': False, + 'allow_untyped_globals': False, + 'always_false': [], + 'always_true': 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collections.abc at collections/abc.meta.json +TRACE: Meta collections.abc {"data_mtime": 1662126099, "dep_lines": [1, 1], "dep_prios": [5, 5], "dependencies": ["_collections_abc", "builtins"], "hash": "90189900dd153dff2aa642276e3a8a65145ed0f5eb67b8f1366086b38a3950e7", "id": "collections.abc", "ignore_all": true, "interface_hash": "3aef22c29d1670b9cdcf083f80c3b06c535035ab910eed1c42d99c2ffa56423e", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, 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Looking for numpy.core.numerictypes at numpy/core/numerictypes.meta.json +TRACE: Meta numpy.core.numerictypes {"data_mtime": 1662126102, "dep_lines": [1, 2, 3, 4, 14, 44, 49, 1, 1, 1], "dep_prios": [10, 10, 5, 5, 5, 5, 5, 5, 30, 30], "dependencies": ["sys", "types", "collections.abc", "typing", "numpy", "numpy.core._type_aliases", "numpy._typing", "builtins", "_typeshed", "abc"], "hash": "9ec41a7af29217fbd52ba4c8b5af25af8b6ffd93b54ee5add22729912446909b", "id": "numpy.core.numerictypes", "ignore_all": true, "interface_hash": "0a8d1c5bb187a2fd617d4e08e7ebfa62995de3578d92eb42e021fe09c5852814", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, 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/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/core/numerictypes.pyi (numpy.core.numerictypes) +TRACE: Looking for numpy.core.shape_base at numpy/core/shape_base.meta.json +TRACE: Meta numpy.core.shape_base {"data_mtime": 1662126102, "dep_lines": [1, 2, 4, 5, 1, 1], "dep_prios": [5, 5, 5, 5, 5, 30], "dependencies": ["collections.abc", "typing", "numpy", "numpy._typing", "builtins", "abc"], "hash": "4073073ac2dc474c062703327b1112952390ab0d227c7c91b3659f5755445b51", "id": "numpy.core.shape_base", "ignore_all": true, "interface_hash": "fedb71e8fbcc67ed1806a3880728968751bd43cd4fff07d8ea61115e40d67e3a", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, 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Metadata not found for numpy.core.shape_base +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/core/shape_base.pyi (numpy.core.shape_base) +TRACE: Looking for numpy.lib.arraypad at numpy/lib/arraypad.meta.json +TRACE: Meta numpy.lib.arraypad {"data_mtime": 1662126102, "dep_lines": [1, 9, 11, 1, 1], "dep_prios": [5, 5, 5, 5, 30], "dependencies": ["typing", "numpy", "numpy._typing", "builtins", "abc"], "hash": "0035e986d00e45897712abc4e6ab3fbb7d81fd300b2923ad178de338b9a8c51c", "id": "numpy.lib.arraypad", "ignore_all": true, "interface_hash": "5c078c7c533c4f0eab586a0c166501b1c9f186142ca229b6ccfbe39ae421a2e4", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, 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silent != normal +LOG: Metadata not found for numpy.lib.arraypad +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/lib/arraypad.pyi (numpy.lib.arraypad) +TRACE: Looking for numpy.lib.arraysetops at numpy/lib/arraysetops.meta.json +TRACE: Meta numpy.lib.arraysetops {"data_mtime": 1662126102, "dep_lines": [1, 9, 40, 1, 1], "dep_prios": [5, 5, 5, 5, 30], "dependencies": ["typing", "numpy", "numpy._typing", "builtins", "abc"], "hash": "cc521b441231e4532a73ce9020a1631d1723ba49b9ad0eb450e27389dd3e90db", "id": "numpy.lib.arraysetops", "ignore_all": true, "interface_hash": "e5a448642d97ce8cbe1d1d930eb6412734264a9096f87c657f488dc1637235f3", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": 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follow_imports: silent != normal +LOG: Metadata not found for numpy.lib.arraysetops +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/lib/arraysetops.pyi (numpy.lib.arraysetops) +TRACE: Looking for numpy.lib.arrayterator at numpy/lib/arrayterator.meta.json +TRACE: Meta numpy.lib.arrayterator {"data_mtime": 1662126102, "dep_lines": [1, 2, 9, 10, 1, 1], "dep_prios": [5, 5, 5, 5, 5, 30], "dependencies": ["collections.abc", "typing", "numpy", "numpy._typing", "builtins", "abc"], "hash": "7fb3f0a7cdffe8388c62624652c7df9dc33e1510329c1d62606be198733f4991", "id": "numpy.lib.arrayterator", "ignore_all": true, "interface_hash": "4b33bcc5b0b657913b1b1ad53d2dac8f55d8af420e1ef9a600a1b4fcca9a808f", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, 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for numpy.lib.arrayterator: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for numpy.lib.arrayterator +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/lib/arrayterator.pyi (numpy.lib.arrayterator) +TRACE: Looking for numpy.lib.function_base at numpy/lib/function_base.meta.json +TRACE: Meta numpy.lib.function_base {"data_mtime": 1662126102, "dep_lines": [1, 2, 3, 16, 18, 33, 51, 55, 60, 1, 1, 1, 1, 1], "dep_prios": [10, 5, 5, 5, 5, 5, 5, 5, 5, 5, 30, 30, 30, 30], "dependencies": ["sys", "collections.abc", "typing", "typing_extensions", "numpy", "numpy._typing", "numpy.core.function_base", "numpy.core.multiarray", "numpy.core.umath", "builtins", "_typeshed", "abc", "numpy._typing._array_like", "numpy._typing._nested_sequence"], "hash": "8b6a4a567376fe8858a888e6ffabe94faae9618d5a9d026af910c13e7732c9de", "id": "numpy.lib.function_base", "ignore_all": true, "interface_hash": 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numpy.lib.npyio at numpy/lib/npyio.meta.json +TRACE: Meta numpy.lib.npyio {"data_mtime": 1662126102, "dep_lines": [1, 2, 3, 4, 5, 6, 7, 17, 28, 29, 37, 1, 1], "dep_prios": [10, 10, 10, 10, 5, 5, 5, 5, 5, 5, 5, 5, 30], "dependencies": ["os", "sys", "zipfile", "types", "re", "collections.abc", "typing", "numpy", "numpy.ma.mrecords", "numpy._typing", "numpy.core.multiarray", "builtins", "abc"], "hash": "b70e5e65ded393aa21b47d82eee0468188c96d21f1d2a48e9d27825014a528a2", "id": "numpy.lib.npyio", "ignore_all": true, "interface_hash": "9ce36a34d3ff4c08310bbe18c2c5efd62cf33436912eaf88fc43804e199d65f8", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": 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/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/lib/npyio.pyi (numpy.lib.npyio) +TRACE: Looking for numpy.lib.polynomial at numpy/lib/polynomial.meta.json +TRACE: Meta numpy.lib.polynomial {"data_mtime": 1662126102, "dep_lines": [1, 11, 26, 1, 1, 1, 1], "dep_prios": [5, 5, 5, 5, 30, 30, 30], "dependencies": ["typing", "numpy", "numpy._typing", "builtins", "abc", "numpy._typing._array_like", "numpy._typing._nested_sequence"], "hash": "19eac8a509dfe4b76d14c3b2f40c61393a94c9f9f9ee4e0cc6a118adf75c9161", "id": "numpy.lib.polynomial", "ignore_all": true, "interface_hash": "6e40cc862de3f897aa954cbf60d37509292ca59ec72ca66782a9e047bd398f67", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, 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follow_imports: silent != normal +LOG: Metadata not found for numpy.lib.polynomial +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/lib/polynomial.pyi (numpy.lib.polynomial) +TRACE: Looking for numpy.lib.shape_base at numpy/lib/shape_base.meta.json +TRACE: Meta numpy.lib.shape_base {"data_mtime": 1662126102, "dep_lines": [1, 2, 4, 16, 29, 1, 1, 1, 1, 1], "dep_prios": [5, 5, 5, 5, 5, 5, 30, 30, 30, 30], "dependencies": ["collections.abc", "typing", "numpy", "numpy._typing", "numpy.core.shape_base", "builtins", "abc", "numpy._typing._array_like", "numpy._typing._nested_sequence", "numpy.core"], "hash": "b7b92826790e5cba28b677e8aad52c302d6bee450c99690d46908c877e0c4c38", "id": "numpy.lib.shape_base", "ignore_all": true, "interface_hash": "27ddf102fd693fc04a5eeb52480ca066e85bcbbe298939ae51e7ba399267542e", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], 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numpy.polynomial.chebyshev: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for numpy.polynomial.chebyshev +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/polynomial/chebyshev.pyi (numpy.polynomial.chebyshev) +TRACE: Looking for numpy.polynomial.hermite at numpy/polynomial/hermite.meta.json +TRACE: Meta numpy.polynomial.hermite {"data_mtime": 1662126102, "dep_lines": [1, 3, 4, 5, 1, 1], "dep_prios": [5, 5, 5, 5, 5, 30], "dependencies": ["typing", "numpy", "numpy.polynomial._polybase", "numpy.polynomial.polyutils", "builtins", "abc"], "hash": "85db2f4d42e8c3c6c88e7013b9d7f48ba6eba4b1d5eef6cea07cda32f6e3332d", "id": "numpy.polynomial.hermite", "ignore_all": true, "interface_hash": "044c65bb2bd2a9b61ff16ceeb344ff410fb051f6d6031999fd50319adcb4121a", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": 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"plugin_data": null, "size": 1217, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for numpy.polynomial.hermite: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for numpy.polynomial.hermite +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/polynomial/hermite.pyi (numpy.polynomial.hermite) +TRACE: Looking for numpy.polynomial.hermite_e at numpy/polynomial/hermite_e.meta.json +TRACE: Meta numpy.polynomial.hermite_e {"data_mtime": 1662126102, "dep_lines": [1, 3, 4, 5, 1, 1], "dep_prios": [5, 5, 5, 5, 5, 30], "dependencies": ["typing", "numpy", "numpy.polynomial._polybase", "numpy.polynomial.polyutils", "builtins", "abc"], "hash": "cd5ee6b1bf6ff6b5748affeb9c3dd28cff931b273aa5dde6682aa23c28f73db0", "id": "numpy.polynomial.hermite_e", "ignore_all": true, "interface_hash": "bbb67121836088939860abf524dbedc5de428889aa36f500c7bb0e5825f87cb6", "mtime": 1657484228, "options": 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numpy.polynomial._polybase +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/numpy/polynomial/_polybase.pyi (numpy.polynomial._polybase) +TRACE: Looking for numpy.polynomial.polyutils at numpy/polynomial/polyutils.meta.json +TRACE: Meta numpy.polynomial.polyutils {"data_mtime": 1662126099, "dep_lines": [1, 1, 1], "dep_prios": [5, 30, 30], "dependencies": ["builtins", "abc", "typing"], "hash": "1503d86b22f4a29c5cb107ce39cc42b5bed383a4caaf7cad6179f19904f77df3", "id": "numpy.polynomial.polyutils", "ignore_all": true, "interface_hash": "42c9d65671bb12c9993cad1fff79b6b99128fd5cf773ccbcde57450bc572051b", "mtime": 1657484228, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, 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Meta importlib_metadata._collections {"data_mtime": 1662126099, "dep_lines": [1, 1, 1, 1, 1, 1, 1, 1], "dep_prios": [10, 5, 30, 30, 30, 30, 30, 30], "dependencies": ["collections", "builtins", "abc", "array", "ctypes", "mmap", "pickle", "typing"], "hash": "089d0e4c21c88d6034648552e2fa0e440b27d91e11d9c40112d3ec6442690126", "id": "importlib_metadata._collections", "ignore_all": true, "interface_hash": "7a7f0945d1a4344e1f341ed5cca3e0d2345be5fda53aef7f204e3df399684bce", "mtime": 1653252875, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": 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multiprocessing.pool at multiprocessing/pool.meta.json +TRACE: Meta multiprocessing.pool {"data_mtime": 1662126099, "dep_lines": [1, 2, 3, 4, 5, 6, 1, 1], "dep_prios": [10, 5, 5, 5, 5, 5, 5, 30], "dependencies": ["sys", "_typeshed", "collections.abc", "types", "typing", "typing_extensions", "builtins", "abc"], "hash": "54b1838925da66641a952e7215adc67812bdd526c7aa65933551f499586af913", "id": "multiprocessing.pool", "ignore_all": true, "interface_hash": "ad41aa31511113a03fb9f87c03a86605a0b3923d7f7a37ab755df4b15c423d8d", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, "ignore_missing_imports": false, "implicit_reexport": false, "local_partial_types": false, "mypyc": false, "no_implicit_optional": true, "platform": "linux", "plugins": [], "show_none_errors": true, "strict_concatenate": true, "strict_equality": true, "strict_optional": true, "strict_optional_whitelist": null, "warn_no_return": true, "warn_return_any": true, "warn_unreachable": false, "warn_unused_ignores": true}, "path": "/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/pool.pyi", "plugin_data": null, "size": 4755, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for multiprocessing.pool: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for multiprocessing.pool +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/pool.pyi (multiprocessing.pool) +TRACE: Looking for multiprocessing.reduction at multiprocessing/reduction.meta.json +TRACE: Meta multiprocessing.reduction {"data_mtime": 1662126100, "dep_lines": [1, 2, 3, 4, 5, 6, 1, 1, 1, 1], "dep_prios": [10, 10, 5, 5, 5, 5, 5, 30, 30, 30], "dependencies": ["pickle", "sys", "abc", "copyreg", "typing", "typing_extensions", "builtins", "array", "ctypes", "mmap"], "hash": "30ab326562cf82254f55d7c9f59e11159fbac4f767058f24cb69a2fe013a48e9", "id": "multiprocessing.reduction", "ignore_all": true, "interface_hash": "bbd4eacb98803ecd8041a117ca2b4e3abe2c467a2392ff056525e356dd449d0d", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, "ignore_missing_imports": false, "implicit_reexport": false, "local_partial_types": false, "mypyc": false, "no_implicit_optional": true, "platform": "linux", "plugins": [], "show_none_errors": true, "strict_concatenate": true, "strict_equality": true, "strict_optional": true, "strict_optional_whitelist": null, "warn_no_return": true, "warn_return_any": true, "warn_unreachable": false, "warn_unused_ignores": true}, "path": "/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/reduction.pyi", "plugin_data": null, "size": 2619, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for multiprocessing.reduction: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for multiprocessing.reduction +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/reduction.pyi (multiprocessing.reduction) +TRACE: Looking for multiprocessing.synchronize at multiprocessing/synchronize.meta.json +TRACE: Meta multiprocessing.synchronize {"data_mtime": 1662126100, "dep_lines": [1, 2, 3, 4, 5, 6, 7, 8, 1, 1, 1], "dep_prios": [10, 10, 5, 5, 5, 5, 5, 5, 5, 30, 30], "dependencies": ["sys", "threading", "collections.abc", "contextlib", "multiprocessing.context", "types", "typing", "typing_extensions", "builtins", "_typeshed", "abc"], "hash": "f28836537a5963d10f30e158b6f5fa9e513b13c44cfe7ebce1a5eaad723e3e0d", "id": "multiprocessing.synchronize", "ignore_all": true, "interface_hash": "f2d28555b342d19d8f5975080246ffa4f55c04c8591f35788df98fb011c89862", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, "ignore_missing_imports": false, "implicit_reexport": false, "local_partial_types": false, "mypyc": false, "no_implicit_optional": true, "platform": "linux", "plugins": [], "show_none_errors": true, "strict_concatenate": true, "strict_equality": true, "strict_optional": true, "strict_optional_whitelist": null, "warn_no_return": true, "warn_return_any": true, "warn_unreachable": false, "warn_unused_ignores": true}, "path": "/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/synchronize.pyi", "plugin_data": null, "size": 2278, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for multiprocessing.synchronize: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for multiprocessing.synchronize +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/synchronize.pyi (multiprocessing.synchronize) +TRACE: Looking for multiprocessing.managers at multiprocessing/managers.meta.json +TRACE: Meta multiprocessing.managers {"data_mtime": 1662126100, "dep_lines": [1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 14, 1, 1], "dep_prios": [10, 10, 10, 5, 5, 5, 5, 5, 5, 5, 5, 5, 30], "dependencies": ["queue", "sys", "threading", "_typeshed", "collections.abc", "types", "typing", "typing_extensions", "multiprocessing.connection", "multiprocessing.context", "multiprocessing.shared_memory", "builtins", "abc"], "hash": "c6594c0969fae2cafce4ec5d4426dbdb8d13b4f0feeb0dcc4c154d22a813c6df", "id": "multiprocessing.managers", "ignore_all": true, "interface_hash": "c8390ff11fdd920a46da7a69ebef949851d0cae7d7d77f5bee2f746aac2f03db", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, "ignore_missing_imports": false, "implicit_reexport": false, "local_partial_types": false, "mypyc": false, "no_implicit_optional": true, "platform": "linux", "plugins": [], "show_none_errors": true, "strict_concatenate": true, "strict_equality": true, "strict_optional": true, "strict_optional_whitelist": null, "warn_no_return": true, "warn_return_any": true, "warn_unreachable": false, "warn_unused_ignores": true}, "path": "/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/managers.pyi", "plugin_data": null, "size": 8556, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for multiprocessing.managers: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for multiprocessing.managers +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/managers.pyi (multiprocessing.managers) +TRACE: Looking for multiprocessing.process at multiprocessing/process.meta.json +TRACE: Meta multiprocessing.process {"data_mtime": 1662126099, "dep_lines": [1, 2, 3, 1, 1, 1], "dep_prios": [10, 5, 5, 5, 30, 30], "dependencies": ["sys", "collections.abc", "typing", "builtins", "_typeshed", "abc"], "hash": "fa47cbb61f64a2309b6d7043a2c42c4c096b85f17dbd51181d9c83455a89e5c3", "id": "multiprocessing.process", "ignore_all": true, "interface_hash": "77c612e6cb8b00cd8763eb96f60de3ddd7c40a47a2ea78f5710fb059dea117d2", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, "ignore_missing_imports": false, "implicit_reexport": false, "local_partial_types": false, "mypyc": false, "no_implicit_optional": true, "platform": "linux", "plugins": [], "show_none_errors": true, "strict_concatenate": true, "strict_equality": true, "strict_optional": true, "strict_optional_whitelist": null, "warn_no_return": true, "warn_return_any": true, "warn_unreachable": false, "warn_unused_ignores": true}, "path": "/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/process.pyi", "plugin_data": null, "size": 1371, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for multiprocessing.process: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for multiprocessing.process +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/process.pyi (multiprocessing.process) +TRACE: Looking for multiprocessing.queues at multiprocessing/queues.meta.json +TRACE: Meta multiprocessing.queues {"data_mtime": 1662126100, "dep_lines": [1, 2, 3, 1, 1, 1], "dep_prios": [10, 10, 5, 5, 30, 30], "dependencies": ["queue", "sys", "typing", "builtins", "_typeshed", "abc"], "hash": "daf7a7147647126f56cf864be94a85c23c7801d703f87280168714c3eda8a44c", "id": "multiprocessing.queues", "ignore_all": true, "interface_hash": "38370111a855e180ba5a53c74c70d2ab11961893618ccd17ecc4b397487fd0ae", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, "ignore_missing_imports": false, "implicit_reexport": false, "local_partial_types": false, "mypyc": false, "no_implicit_optional": true, "platform": "linux", "plugins": [], "show_none_errors": true, "strict_concatenate": true, "strict_equality": true, "strict_optional": true, "strict_optional_whitelist": null, "warn_no_return": true, "warn_return_any": true, "warn_unreachable": false, "warn_unused_ignores": true}, "path": "/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/queues.pyi", "plugin_data": null, "size": 1398, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for multiprocessing.queues: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for multiprocessing.queues +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/queues.pyi (multiprocessing.queues) +TRACE: Looking for multiprocessing.spawn at multiprocessing/spawn.meta.json +TRACE: Meta multiprocessing.spawn {"data_mtime": 1662126099, "dep_lines": [1, 2, 3, 1, 1], "dep_prios": [5, 5, 5, 5, 30], "dependencies": ["collections.abc", "types", "typing", "builtins", "abc"], "hash": "b49c0c45edfea0381227f3a4dd3408fe75dd8c69e824da53e7271f0005371a6a", "id": "multiprocessing.spawn", "ignore_all": true, "interface_hash": "864e86b58a2b7fe05e14bfb866bac09cbeff6f212bcefb318fedda6f40e77af4", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, "ignore_missing_imports": false, "implicit_reexport": false, "local_partial_types": false, "mypyc": false, "no_implicit_optional": true, "platform": "linux", "plugins": [], "show_none_errors": true, "strict_concatenate": true, "strict_equality": true, "strict_optional": true, "strict_optional_whitelist": null, "warn_no_return": true, "warn_return_any": true, "warn_unreachable": false, "warn_unused_ignores": true}, "path": "/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/spawn.pyi", "plugin_data": null, "size": 859, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for multiprocessing.spawn: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for multiprocessing.spawn +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/multiprocessing/spawn.pyi (multiprocessing.spawn) +TRACE: Looking for _weakrefset at _weakrefset.meta.json +TRACE: Meta _weakrefset {"data_mtime": 1662126099, "dep_lines": [1, 2, 3, 4, 1, 1], "dep_prios": [10, 5, 5, 5, 5, 30], "dependencies": ["sys", "_typeshed", "collections.abc", "typing", "builtins", "abc"], "hash": "b782eb1547d8f9158e20866c201b6753d853647d67d993ccd2e266b1ae292828", "id": "_weakrefset", "ignore_all": true, "interface_hash": "454315f7522e84d316cc85d5404e0d35f6174236661489ccb7cebf12f69b03ea", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, "disallow_any_generics": true, "disallow_any_unimported": false, "disallow_incomplete_defs": true, "disallow_subclassing_any": true, "disallow_untyped_calls": true, "disallow_untyped_decorators": true, "disallow_untyped_defs": true, "follow_imports": "silent", "follow_imports_for_stubs": false, "ignore_errors": false, "ignore_missing_imports": false, "implicit_reexport": false, "local_partial_types": false, "mypyc": false, "no_implicit_optional": true, "platform": "linux", "plugins": [], "show_none_errors": true, "strict_concatenate": true, "strict_equality": true, "strict_optional": true, "strict_optional_whitelist": null, "warn_no_return": true, "warn_return_any": true, "warn_unreachable": false, "warn_unused_ignores": true}, "path": "/home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/_weakrefset.pyi", "plugin_data": null, "size": 2490, "suppressed": [], "version_id": "0.971"} +LOG: Metadata abandoned for _weakrefset: options differ +TRACE: follow_imports: silent != normal +LOG: Metadata not found for _weakrefset +LOG: Parsing /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/mypy/typeshed/stdlib/_weakrefset.pyi (_weakrefset) +TRACE: Looking for _weakref at _weakref.meta.json +TRACE: Meta _weakref {"data_mtime": 1662126099, "dep_lines": [1, 2, 3, 4, 1, 1, 1], "dep_prios": [10, 5, 5, 5, 5, 30, 30], "dependencies": ["sys", "collections.abc", "typing", "typing_extensions", "builtins", "_typeshed", "abc"], "hash": "2eb8b487360e720252edcc10dc29f1d3ecb8948a81c02e9a6693df62b92e592c", "id": "_weakref", "ignore_all": true, "interface_hash": "60fad058d2e4209acdc3f2e2722c4eea7a895c8f8586a9f8724b37cab26f2e8a", "mtime": 1658479475, "options": {"allow_redefinition": false, "allow_untyped_globals": false, "always_false": [], "always_true": [], "bazel": false, "check_untyped_defs": true, "disallow_any_decorated": false, "disallow_any_explicit": false, "disallow_any_expr": false, 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xarray.core.options xarray.core.dask_array_compat xarray.core.nputils xarray.plot.utils xarray.core.rolling_exp xarray.backends.file_manager xarray.core.dask_array_ops xarray.core.duck_array_ops xarray.core._reductions xarray.core.nanops xarray.core.ops xarray.core.indexing xarray.core.formatting xarray.plot.facetgrid xarray.core.formatting_html xarray.core.indexes xarray.core.common xarray.core.accessor_dt xarray.core._typed_ops xarray.plot.dataset_plot xarray.core.arithmetic xarray.core.accessor_str xarray.plot.plot xarray.core.missing xarray.core.coordinates xarray.coding.variables xarray.coding.times xarray.core.groupby xarray.core.variable xarray.core.merge xarray.core.dataset xarray.core.dataarray xarray.core.concat xarray.core.computation xarray.core.alignment xarray.coding.cftimeindex xarray.backends.netcdf3 xarray.core.rolling xarray.core.resample xarray.core.weighted xarray.coding.strings xarray.core.parallel xarray.core.extensions xarray.core.combine xarray.conventions xarray.coding.cftime_offsets xarray.ufuncs xarray.testing xarray.backends.common xarray.coding.frequencies xarray.backends.memory xarray.backends.store xarray.backends.plugins xarray.backends.rasterio_ xarray.backends.api xarray.backends.scipy_ xarray.backends.pynio_ xarray.backends.pydap_ xarray.backends.pseudonetcdf_ xarray.backends.netCDF4_ xarray.backends.cfgrib_ xarray.backends.zarr xarray.tutorial xarray.backends.h5netcdf_ xarray xarray.backends xarray.convert xarray.core.resample_cftime) as inherently stale with stale deps (__future__ builtins codecs collections collections.abc contextlib copy datetime distutils.version enum functools glob gzip html importlib importlib.metadata importlib.resources importlib_metadata inspect io itertools logging numbers numpy numpy.core.multiarray numpy.core.numeric operator os pathlib re sys textwrap threading time traceback typing typing_extensions unicodedata uuid warnings xarray.backends.locks xarray.backends.lru_cache xarray.coding xarray.core xarray.core.npcompat xarray.core.pdcompat xarray.util.print_versions) +LOG: Writing xarray.core.types /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/xarray/core/types.py xarray/core/types.meta.json xarray/core/types.data.json +TRACE: Interface for xarray.core.types has changed +LOG: Cached module xarray.core.types has changed interface +LOG: Writing xarray.core.utils /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/xarray/core/utils.py xarray/core/utils.meta.json xarray/core/utils.data.json +TRACE: Interface for xarray.core.utils has changed +LOG: Cached module xarray.core.utils has changed interface +LOG: Writing xarray.core.dtypes /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/xarray/core/dtypes.py xarray/core/dtypes.meta.json xarray/core/dtypes.data.json +TRACE: Interface for xarray.core.dtypes has changed +LOG: Cached module 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+LOG: Writing rdata.parser /home/carlos/git/rdata/rdata/parser/__init__.py rdata/parser/__init__.meta.json rdata/parser/__init__.data.json +TRACE: Interface for rdata.parser has changed +LOG: Cached module rdata.parser has changed interface +TRACE: Priorities for skfda._utils._sklearn_adapter: +LOG: Processing SCC singleton (skfda._utils._sklearn_adapter) as inherently stale with stale deps (__future__ abc builtins skfda.typing._numpy typing) +LOG: Writing skfda._utils._sklearn_adapter /home/carlos/git/scikit-fda/skfda/_utils/_sklearn_adapter.py skfda/_utils/_sklearn_adapter.meta.json skfda/_utils/_sklearn_adapter.data.json +TRACE: Interface for skfda._utils._sklearn_adapter has changed +LOG: Cached module skfda._utils._sklearn_adapter has changed interface +TRACE: Priorities for skfda.typing._base: +LOG: Processing SCC singleton (skfda.typing._base) as inherently stale with stale deps (builtins numpy skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.typing._base /home/carlos/git/scikit-fda/skfda/typing/_base.py skfda/typing/_base.meta.json skfda/typing/_base.data.json +TRACE: Interface for skfda.typing._base has changed +LOG: Cached module skfda.typing._base has changed interface +TRACE: Priorities for xarray.plot: +LOG: Processing SCC singleton (xarray.plot) as inherently stale with stale deps (builtins xarray.plot.dataset_plot xarray.plot.facetgrid xarray.plot.plot) +LOG: Writing xarray.plot /home/carlos/Programas/Utilidades/Lenguajes/miniconda3/envs/fda38/lib/python3.8/site-packages/xarray/plot/__init__.py xarray/plot/__init__.meta.json xarray/plot/__init__.data.json +TRACE: Interface for xarray.plot has changed +LOG: Cached module xarray.plot has changed interface +TRACE: Priorities for skfda.exploratory.depth.multivariate: +LOG: Processing SCC singleton (skfda.exploratory.depth.multivariate) as inherently stale with stale deps (__future__ abc builtins math numpy skfda._utils._sklearn_adapter skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.exploratory.depth.multivariate /home/carlos/git/scikit-fda/skfda/exploratory/depth/multivariate.py skfda/exploratory/depth/multivariate.meta.json skfda/exploratory/depth/multivariate.data.json +TRACE: Interface for skfda.exploratory.depth.multivariate has changed +LOG: Cached module skfda.exploratory.depth.multivariate has changed interface +TRACE: Priorities for dcor._energy: dcor:20 +TRACE: Priorities for dcor._dcor_internals: dcor:20 +TRACE: Priorities for dcor._partial_dcor: dcor._dcor_internals:5 +TRACE: Priorities for dcor._dcor: dcor._dcor_internals:5 +TRACE: Priorities for dcor.homogeneity: dcor:20 dcor._energy:5 +TRACE: Priorities for dcor._rowwise: dcor._dcor:10 dcor:20 +TRACE: Priorities for dcor.independence: dcor._dcor:5 dcor._dcor_internals:5 +TRACE: Priorities for dcor: dcor.homogeneity:10 dcor.independence:10 dcor._dcor:5 dcor._dcor_internals:5 dcor._energy:5 dcor._partial_dcor:5 dcor._rowwise:5 +LOG: Processing SCC of size 8 (dcor._energy dcor._dcor_internals dcor._partial_dcor dcor._dcor dcor.homogeneity dcor._rowwise dcor.independence dcor) as inherently stale with stale deps (__future__ builtins dataclasses dcor._fast_dcov_avl dcor._fast_dcov_mergesort dcor._hypothesis dcor._utils dcor.distances enum errno numpy os pathlib typing typing_extensions warnings) +LOG: Writing dcor._energy /home/carlos/git/dcor/dcor/_energy.py dcor/_energy.meta.json dcor/_energy.data.json +TRACE: Interface for dcor._energy has changed +LOG: Cached module dcor._energy has changed interface +LOG: Writing dcor._dcor_internals /home/carlos/git/dcor/dcor/_dcor_internals.py dcor/_dcor_internals.meta.json dcor/_dcor_internals.data.json +TRACE: Interface for dcor._dcor_internals has changed +LOG: Cached module dcor._dcor_internals has changed interface +LOG: Writing dcor._partial_dcor /home/carlos/git/dcor/dcor/_partial_dcor.py dcor/_partial_dcor.meta.json dcor/_partial_dcor.data.json +TRACE: Interface for dcor._partial_dcor has changed +LOG: 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/home/carlos/git/dcor/dcor/__init__.py dcor/__init__.meta.json dcor/__init__.data.json +TRACE: Interface for dcor has changed +LOG: Cached module dcor has changed interface +TRACE: Priorities for skfda.typing._metric: +LOG: Processing SCC singleton (skfda.typing._metric) as inherently stale with stale deps (abc builtins skfda.typing._base skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.typing._metric /home/carlos/git/scikit-fda/skfda/typing/_metric.py skfda/typing/_metric.meta.json skfda/typing/_metric.data.json +TRACE: Interface for skfda.typing._metric has changed +LOG: Cached module skfda.typing._metric has changed interface +TRACE: Priorities for rdata.conversion._conversion: rdata:20 +TRACE: Priorities for rdata.conversion: rdata.conversion._conversion:5 +TRACE: Priorities for rdata: rdata.conversion:10 +LOG: Processing SCC of size 3 (rdata.conversion._conversion rdata.conversion rdata) as inherently stale with stale deps (__future__ abc builtins dataclasses 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skfda.representation.basis:5 skfda.misc.validation:5 skfda.misc.operators._operators:5 +TRACE: Priorities for skfda.misc.operators._linear_differential_operator: skfda.representation:5 skfda.representation.basis:5 skfda.misc.operators._operators:5 +TRACE: Priorities for skfda.misc.operators._integral_transform: skfda.representation:5 skfda.misc.operators._operators:5 +TRACE: Priorities for skfda.misc.operators._identity: skfda.representation:5 skfda.representation.basis:5 skfda.misc.operators._operators:5 skfda.misc.metrics:20 +TRACE: Priorities for skfda._utils._warping: skfda.representation:25 skfda.misc.validation:20 +TRACE: Priorities for skfda.representation.basis._basis: skfda.representation.basis._fdatabasis:25 skfda.misc.validation:20 skfda.representation.basis:20 skfda.misc:20 skfda._utils:20 +TRACE: Priorities for skfda.representation.evaluator: skfda.representation._functional_data:25 skfda.misc.validation:20 +TRACE: Priorities for skfda.misc.regularization._regularization: skfda.representation:5 skfda.representation.basis:5 skfda.misc.operators:5 skfda.misc.operators._operators:5 +TRACE: Priorities for skfda.misc._math: skfda._utils:5 skfda.representation:5 skfda.representation.basis:5 skfda.misc.validation:5 +TRACE: Priorities for skfda.misc.metrics._lp_distances: skfda.representation:5 skfda.misc.metrics._lp_norms:5 skfda.misc.metrics._utils:5 skfda.misc:20 +TRACE: Priorities for skfda.exploratory.stats._stats: skfda.misc.metrics._lp_distances:5 skfda.representation:5 skfda.exploratory.depth:5 +TRACE: Priorities for skfda.representation.basis._vector_basis: skfda.representation.basis._basis:5 skfda._utils:20 +TRACE: Priorities for skfda.representation.basis._tensor_basis: skfda.representation.basis._basis:5 +TRACE: Priorities for skfda.representation.basis._monomial: skfda.representation.basis._basis:5 +TRACE: Priorities for skfda.representation.basis._fourier: skfda.representation.basis._basis:5 skfda.misc.validation:20 +TRACE: Priorities for skfda.representation.basis._finite_element: skfda.representation.basis._basis:5 +TRACE: Priorities for skfda.representation.basis._constant: skfda.representation.basis._basis:5 +TRACE: Priorities for skfda.representation.basis._bspline: skfda.representation.basis._basis:5 skfda.misc.validation:20 +TRACE: Priorities for skfda.representation.extrapolation: skfda.representation.evaluator:5 skfda.representation._functional_data:25 +TRACE: Priorities for skfda.representation.interpolation: skfda.representation.evaluator:5 skfda.representation.grid:25 skfda.misc.validation:20 +TRACE: Priorities for skfda.misc.metrics._mahalanobis: skfda.representation:5 skfda.representation.basis:5 skfda.misc._math:5 skfda.misc.regularization._regularization:5 skfda.preprocessing.dim_reduction:20 +TRACE: Priorities for skfda.misc.metrics._fisher_rao: skfda._utils:5 skfda.representation:5 skfda.misc.operators:5 skfda.misc.metrics._lp_distances:5 skfda.misc.metrics._utils:5 skfda.preprocessing.registration:20 +TRACE: Priorities for skfda.misc.metrics._angular: skfda.representation:5 skfda.misc._math:5 skfda.misc.metrics._utils:5 +TRACE: Priorities for skfda.exploratory.stats._fisher_rao: skfda._utils:5 skfda.misc.operators:5 skfda.misc.validation:5 skfda.representation:5 skfda.representation.interpolation:5 +TRACE: Priorities for skfda.preprocessing.registration._lstsq_shift_registration: skfda.misc._math:5 skfda.misc.metrics._lp_norms:5 skfda.misc.validation:5 skfda.representation:5 skfda.representation.extrapolation:5 skfda.preprocessing.registration.base:5 +TRACE: Priorities for skfda.preprocessing.registration._landmark_registration: skfda.representation:5 skfda.representation.extrapolation:5 skfda.representation.interpolation:5 +TRACE: Priorities for skfda.representation._functional_data: skfda._utils:5 skfda.representation.evaluator:5 skfda.representation.extrapolation:5 skfda.representation.grid:25 skfda.representation.basis:25 skfda.misc.validation:20 skfda.exploratory.visualization.representation:20 +TRACE: Priorities for skfda.exploratory.visualization._utils: skfda.representation._functional_data:5 +TRACE: Priorities for skfda.exploratory.visualization._baseplot: skfda.representation:5 skfda.exploratory.visualization._utils:5 +TRACE: Priorities for skfda.exploratory.visualization.representation: skfda._utils:5 skfda.misc.validation:5 skfda.representation._functional_data:5 skfda.exploratory.visualization._baseplot:5 skfda.exploratory.visualization._utils:5 +TRACE: Priorities for skfda.misc.hat_matrix: skfda.misc:20 skfda.representation._functional_data:5 skfda.representation.basis:5 +TRACE: Priorities for skfda.preprocessing.registration._fisher_rao: skfda._utils:5 skfda.exploratory.stats:5 skfda.exploratory.stats._fisher_rao:5 skfda.misc.operators:5 skfda.misc.validation:5 skfda.representation:5 skfda.representation.basis:5 skfda.representation.interpolation:5 skfda.preprocessing.registration.base:5 +TRACE: Priorities for skfda.preprocessing.smoothing._kernel_smoothers: skfda._utils._utils:5 skfda.misc.hat_matrix:5 skfda.preprocessing.smoothing._linear:5 +TRACE: Priorities for skfda.preprocessing.smoothing: skfda.preprocessing.smoothing.kernel_smoothers:20 skfda.preprocessing.smoothing._basis:25 skfda.preprocessing.smoothing._kernel_smoothers:25 +TRACE: Priorities for skfda.preprocessing.smoothing.kernel_smoothers: skfda.misc:20 skfda.misc.hat_matrix:5 skfda.preprocessing.smoothing:5 skfda.preprocessing.smoothing._linear:5 +TRACE: Priorities for skfda.representation.grid: skfda._utils:5 skfda.representation._functional_data:5 skfda.representation.evaluator:5 skfda.representation.extrapolation:5 skfda.representation.interpolation:5 skfda.representation.basis:25 skfda.misc.validation:20 skfda.exploratory.visualization.representation:20 skfda.preprocessing.smoothing:20 +TRACE: Priorities for skfda.preprocessing.dim_reduction._fpca: skfda.misc.regularization:5 skfda.representation:5 skfda.representation.basis:5 skfda.representation.grid:5 +TRACE: Priorities for skfda.representation.basis._fdatabasis: skfda._utils:5 skfda.representation.grid:10 skfda.representation:20 skfda.representation._functional_data:5 skfda.representation.extrapolation:5 skfda.representation.basis:25 +LOG: Processing SCC of size 62 (skfda.exploratory.depth skfda.exploratory.stats skfda.misc.regularization skfda.preprocessing.dim_reduction skfda.preprocessing.registration skfda.misc.operators skfda._utils skfda.representation.basis skfda.misc skfda.representation skfda.misc.metrics skfda skfda.preprocessing.smoothing._linear skfda.preprocessing.smoothing.validation skfda.misc.operators._operators skfda._utils._utils skfda.misc.metrics._utils skfda.misc.metrics._lp_norms skfda.misc.validation skfda.exploratory.depth._depth skfda.exploratory.stats._functional_transformers skfda.preprocessing.registration.base skfda.preprocessing.registration.validation skfda.preprocessing.smoothing._basis skfda.misc.operators._srvf skfda.misc.operators._linear_differential_operator skfda.misc.operators._integral_transform skfda.misc.operators._identity skfda._utils._warping skfda.representation.basis._basis skfda.representation.evaluator skfda.misc.regularization._regularization skfda.misc._math skfda.misc.metrics._lp_distances skfda.exploratory.stats._stats skfda.representation.basis._vector_basis skfda.representation.basis._tensor_basis skfda.representation.basis._monomial skfda.representation.basis._fourier skfda.representation.basis._finite_element skfda.representation.basis._constant skfda.representation.basis._bspline skfda.representation.extrapolation skfda.representation.interpolation skfda.misc.metrics._mahalanobis skfda.misc.metrics._fisher_rao skfda.misc.metrics._angular skfda.exploratory.stats._fisher_rao skfda.preprocessing.registration._lstsq_shift_registration skfda.preprocessing.registration._landmark_registration skfda.representation._functional_data skfda.exploratory.visualization._utils skfda.exploratory.visualization._baseplot skfda.exploratory.visualization.representation skfda.misc.hat_matrix skfda.preprocessing.registration._fisher_rao skfda.preprocessing.smoothing._kernel_smoothers skfda.preprocessing.smoothing skfda.preprocessing.smoothing.kernel_smoothers skfda.representation.grid skfda.preprocessing.dim_reduction._fpca skfda.representation.basis._fdatabasis) as inherently stale with stale deps (__future__ abc builtins colorsys copy dataclasses dcor errno functools importlib io itertools math multimethod numbers numpy os re skfda._utils._sklearn_adapter skfda._utils.constants skfda.exploratory.depth.multivariate skfda.misc.kernels skfda.misc.lstsq skfda.misc.metrics._parse skfda.typing._base skfda.typing._metric skfda.typing._numpy typing typing_extensions warnings) +LOG: Writing skfda.exploratory.depth /home/carlos/git/scikit-fda/skfda/exploratory/depth/__init__.py skfda/exploratory/depth/__init__.meta.json skfda/exploratory/depth/__init__.data.json +TRACE: Interface for skfda.exploratory.depth has changed +LOG: Cached module skfda.exploratory.depth has changed interface +LOG: Writing skfda.exploratory.stats /home/carlos/git/scikit-fda/skfda/exploratory/stats/__init__.py skfda/exploratory/stats/__init__.meta.json skfda/exploratory/stats/__init__.data.json +TRACE: Interface for skfda.exploratory.stats has changed +LOG: Cached module skfda.exploratory.stats has changed interface +LOG: Writing skfda.misc.regularization /home/carlos/git/scikit-fda/skfda/misc/regularization/__init__.py skfda/misc/regularization/__init__.meta.json skfda/misc/regularization/__init__.data.json +TRACE: Interface for skfda.misc.regularization has changed +LOG: Cached module skfda.misc.regularization has changed interface +LOG: Writing skfda.preprocessing.dim_reduction /home/carlos/git/scikit-fda/skfda/preprocessing/dim_reduction/__init__.py skfda/preprocessing/dim_reduction/__init__.meta.json skfda/preprocessing/dim_reduction/__init__.data.json +TRACE: Interface for skfda.preprocessing.dim_reduction has changed +LOG: Cached module skfda.preprocessing.dim_reduction has changed interface +LOG: Writing skfda.preprocessing.registration /home/carlos/git/scikit-fda/skfda/preprocessing/registration/__init__.py skfda/preprocessing/registration/__init__.meta.json skfda/preprocessing/registration/__init__.data.json +TRACE: Interface for skfda.preprocessing.registration has changed +LOG: Cached module skfda.preprocessing.registration has changed interface +LOG: Writing skfda.misc.operators /home/carlos/git/scikit-fda/skfda/misc/operators/__init__.py skfda/misc/operators/__init__.meta.json skfda/misc/operators/__init__.data.json +TRACE: Interface for skfda.misc.operators has changed +LOG: Cached module skfda.misc.operators has changed interface +LOG: Writing skfda._utils /home/carlos/git/scikit-fda/skfda/_utils/__init__.py skfda/_utils/__init__.meta.json skfda/_utils/__init__.data.json +TRACE: Interface for skfda._utils has changed +LOG: Cached module skfda._utils has changed interface +LOG: Writing skfda.representation.basis /home/carlos/git/scikit-fda/skfda/representation/basis/__init__.py skfda/representation/basis/__init__.meta.json skfda/representation/basis/__init__.data.json +TRACE: Interface for skfda.representation.basis has changed +LOG: Cached module skfda.representation.basis has changed interface +LOG: Writing skfda.misc /home/carlos/git/scikit-fda/skfda/misc/__init__.py skfda/misc/__init__.meta.json skfda/misc/__init__.data.json +TRACE: Interface for skfda.misc has changed +LOG: Cached module skfda.misc has changed interface +LOG: Writing skfda.representation /home/carlos/git/scikit-fda/skfda/representation/__init__.py skfda/representation/__init__.meta.json skfda/representation/__init__.data.json +TRACE: Interface for skfda.representation has changed +LOG: Cached module skfda.representation has changed interface +LOG: Writing skfda.misc.metrics /home/carlos/git/scikit-fda/skfda/misc/metrics/__init__.py skfda/misc/metrics/__init__.meta.json skfda/misc/metrics/__init__.data.json +TRACE: Interface for skfda.misc.metrics has changed +LOG: Cached module skfda.misc.metrics has changed interface +LOG: Writing skfda /home/carlos/git/scikit-fda/skfda/__init__.py skfda/__init__.meta.json skfda/__init__.data.json +TRACE: Interface for skfda has changed +LOG: Cached module skfda has changed interface +LOG: Writing skfda.preprocessing.smoothing._linear /home/carlos/git/scikit-fda/skfda/preprocessing/smoothing/_linear.py skfda/preprocessing/smoothing/_linear.meta.json skfda/preprocessing/smoothing/_linear.data.json +TRACE: Interface for skfda.preprocessing.smoothing._linear has changed +LOG: Cached module skfda.preprocessing.smoothing._linear has changed interface +LOG: Writing skfda.preprocessing.smoothing.validation /home/carlos/git/scikit-fda/skfda/preprocessing/smoothing/validation.py skfda/preprocessing/smoothing/validation.meta.json skfda/preprocessing/smoothing/validation.data.json +TRACE: Interface for skfda.preprocessing.smoothing.validation has changed +LOG: Cached module skfda.preprocessing.smoothing.validation has changed interface +LOG: Writing skfda.misc.operators._operators /home/carlos/git/scikit-fda/skfda/misc/operators/_operators.py skfda/misc/operators/_operators.meta.json skfda/misc/operators/_operators.data.json +TRACE: Interface for skfda.misc.operators._operators has changed +LOG: Cached module skfda.misc.operators._operators has changed interface +LOG: Writing skfda._utils._utils /home/carlos/git/scikit-fda/skfda/_utils/_utils.py skfda/_utils/_utils.meta.json skfda/_utils/_utils.data.json +TRACE: Interface for skfda._utils._utils has changed +LOG: Cached module skfda._utils._utils has changed interface +LOG: Writing skfda.misc.metrics._utils /home/carlos/git/scikit-fda/skfda/misc/metrics/_utils.py skfda/misc/metrics/_utils.meta.json skfda/misc/metrics/_utils.data.json +TRACE: Interface for skfda.misc.metrics._utils has changed +LOG: Cached module skfda.misc.metrics._utils has changed interface +LOG: Writing skfda.misc.metrics._lp_norms /home/carlos/git/scikit-fda/skfda/misc/metrics/_lp_norms.py skfda/misc/metrics/_lp_norms.meta.json skfda/misc/metrics/_lp_norms.data.json +TRACE: Interface for skfda.misc.metrics._lp_norms has changed +LOG: Cached module skfda.misc.metrics._lp_norms has changed interface +LOG: Writing skfda.misc.validation /home/carlos/git/scikit-fda/skfda/misc/validation.py skfda/misc/validation.meta.json skfda/misc/validation.data.json +TRACE: Interface for skfda.misc.validation has changed +LOG: Cached module skfda.misc.validation has changed interface +LOG: Writing skfda.exploratory.depth._depth /home/carlos/git/scikit-fda/skfda/exploratory/depth/_depth.py skfda/exploratory/depth/_depth.meta.json skfda/exploratory/depth/_depth.data.json +TRACE: Interface for skfda.exploratory.depth._depth has changed +LOG: Cached module skfda.exploratory.depth._depth has changed interface +LOG: Writing skfda.exploratory.stats._functional_transformers /home/carlos/git/scikit-fda/skfda/exploratory/stats/_functional_transformers.py skfda/exploratory/stats/_functional_transformers.meta.json skfda/exploratory/stats/_functional_transformers.data.json +TRACE: Interface for skfda.exploratory.stats._functional_transformers has changed +LOG: Cached module skfda.exploratory.stats._functional_transformers has changed interface +LOG: Writing skfda.preprocessing.registration.base /home/carlos/git/scikit-fda/skfda/preprocessing/registration/base.py skfda/preprocessing/registration/base.meta.json skfda/preprocessing/registration/base.data.json +TRACE: Interface for skfda.preprocessing.registration.base has changed +LOG: Cached module skfda.preprocessing.registration.base has changed interface +LOG: Writing skfda.preprocessing.registration.validation /home/carlos/git/scikit-fda/skfda/preprocessing/registration/validation.py skfda/preprocessing/registration/validation.meta.json skfda/preprocessing/registration/validation.data.json +TRACE: Interface for skfda.preprocessing.registration.validation has changed +LOG: Cached module skfda.preprocessing.registration.validation has changed interface +LOG: Writing skfda.preprocessing.smoothing._basis /home/carlos/git/scikit-fda/skfda/preprocessing/smoothing/_basis.py skfda/preprocessing/smoothing/_basis.meta.json skfda/preprocessing/smoothing/_basis.data.json +TRACE: Interface for skfda.preprocessing.smoothing._basis has changed +LOG: Cached module skfda.preprocessing.smoothing._basis has changed interface +LOG: Writing skfda.misc.operators._srvf /home/carlos/git/scikit-fda/skfda/misc/operators/_srvf.py skfda/misc/operators/_srvf.meta.json skfda/misc/operators/_srvf.data.json +TRACE: Interface for skfda.misc.operators._srvf has changed +LOG: Cached module skfda.misc.operators._srvf has changed interface +LOG: Writing skfda.misc.operators._linear_differential_operator /home/carlos/git/scikit-fda/skfda/misc/operators/_linear_differential_operator.py skfda/misc/operators/_linear_differential_operator.meta.json skfda/misc/operators/_linear_differential_operator.data.json +TRACE: Interface for skfda.misc.operators._linear_differential_operator has changed +LOG: Cached module skfda.misc.operators._linear_differential_operator has changed interface +LOG: Writing skfda.misc.operators._integral_transform /home/carlos/git/scikit-fda/skfda/misc/operators/_integral_transform.py skfda/misc/operators/_integral_transform.meta.json skfda/misc/operators/_integral_transform.data.json +TRACE: Interface for skfda.misc.operators._integral_transform has changed +LOG: Cached module skfda.misc.operators._integral_transform has changed interface +LOG: Writing skfda.misc.operators._identity /home/carlos/git/scikit-fda/skfda/misc/operators/_identity.py skfda/misc/operators/_identity.meta.json skfda/misc/operators/_identity.data.json +TRACE: Interface for skfda.misc.operators._identity has changed +LOG: Cached module skfda.misc.operators._identity has changed interface +LOG: Writing skfda._utils._warping /home/carlos/git/scikit-fda/skfda/_utils/_warping.py skfda/_utils/_warping.meta.json skfda/_utils/_warping.data.json +TRACE: Interface for skfda._utils._warping has changed +LOG: Cached module skfda._utils._warping has changed interface +LOG: Writing skfda.representation.basis._basis /home/carlos/git/scikit-fda/skfda/representation/basis/_basis.py skfda/representation/basis/_basis.meta.json skfda/representation/basis/_basis.data.json +TRACE: Interface for skfda.representation.basis._basis has changed +LOG: Cached module skfda.representation.basis._basis has changed interface +LOG: Writing skfda.representation.evaluator /home/carlos/git/scikit-fda/skfda/representation/evaluator.py skfda/representation/evaluator.meta.json skfda/representation/evaluator.data.json +TRACE: Interface for skfda.representation.evaluator has changed +LOG: Cached module skfda.representation.evaluator has changed interface +LOG: Writing skfda.misc.regularization._regularization /home/carlos/git/scikit-fda/skfda/misc/regularization/_regularization.py skfda/misc/regularization/_regularization.meta.json skfda/misc/regularization/_regularization.data.json +TRACE: Interface for skfda.misc.regularization._regularization has changed +LOG: Cached module skfda.misc.regularization._regularization has changed interface +LOG: Writing skfda.misc._math /home/carlos/git/scikit-fda/skfda/misc/_math.py skfda/misc/_math.meta.json skfda/misc/_math.data.json +TRACE: Interface for skfda.misc._math has changed +LOG: Cached module skfda.misc._math has changed interface +LOG: Writing skfda.misc.metrics._lp_distances /home/carlos/git/scikit-fda/skfda/misc/metrics/_lp_distances.py skfda/misc/metrics/_lp_distances.meta.json skfda/misc/metrics/_lp_distances.data.json +TRACE: Interface for skfda.misc.metrics._lp_distances has changed +LOG: Cached module skfda.misc.metrics._lp_distances has changed interface +LOG: Writing skfda.exploratory.stats._stats /home/carlos/git/scikit-fda/skfda/exploratory/stats/_stats.py skfda/exploratory/stats/_stats.meta.json skfda/exploratory/stats/_stats.data.json +TRACE: Interface for skfda.exploratory.stats._stats has changed +LOG: Cached module skfda.exploratory.stats._stats has changed interface +LOG: Writing skfda.representation.basis._vector_basis /home/carlos/git/scikit-fda/skfda/representation/basis/_vector_basis.py skfda/representation/basis/_vector_basis.meta.json skfda/representation/basis/_vector_basis.data.json +TRACE: Interface for skfda.representation.basis._vector_basis has changed +LOG: Cached module skfda.representation.basis._vector_basis has changed interface +LOG: Writing skfda.representation.basis._tensor_basis /home/carlos/git/scikit-fda/skfda/representation/basis/_tensor_basis.py skfda/representation/basis/_tensor_basis.meta.json skfda/representation/basis/_tensor_basis.data.json +TRACE: Interface for skfda.representation.basis._tensor_basis has changed +LOG: Cached module skfda.representation.basis._tensor_basis has changed interface +LOG: Writing skfda.representation.basis._monomial /home/carlos/git/scikit-fda/skfda/representation/basis/_monomial.py skfda/representation/basis/_monomial.meta.json skfda/representation/basis/_monomial.data.json +TRACE: Interface for skfda.representation.basis._monomial has changed +LOG: Cached module skfda.representation.basis._monomial has changed interface +LOG: Writing skfda.representation.basis._fourier /home/carlos/git/scikit-fda/skfda/representation/basis/_fourier.py skfda/representation/basis/_fourier.meta.json skfda/representation/basis/_fourier.data.json +TRACE: Interface for skfda.representation.basis._fourier has changed +LOG: Cached module skfda.representation.basis._fourier has changed interface +LOG: Writing skfda.representation.basis._finite_element /home/carlos/git/scikit-fda/skfda/representation/basis/_finite_element.py skfda/representation/basis/_finite_element.meta.json skfda/representation/basis/_finite_element.data.json +TRACE: Interface for skfda.representation.basis._finite_element has changed +LOG: Cached module skfda.representation.basis._finite_element has changed interface +LOG: Writing skfda.representation.basis._constant /home/carlos/git/scikit-fda/skfda/representation/basis/_constant.py skfda/representation/basis/_constant.meta.json skfda/representation/basis/_constant.data.json +TRACE: Interface for skfda.representation.basis._constant has changed +LOG: Cached module skfda.representation.basis._constant has changed interface +LOG: Writing skfda.representation.basis._bspline /home/carlos/git/scikit-fda/skfda/representation/basis/_bspline.py skfda/representation/basis/_bspline.meta.json skfda/representation/basis/_bspline.data.json +TRACE: Interface for skfda.representation.basis._bspline has changed +LOG: Cached module skfda.representation.basis._bspline has changed interface +LOG: Writing skfda.representation.extrapolation /home/carlos/git/scikit-fda/skfda/representation/extrapolation.py skfda/representation/extrapolation.meta.json skfda/representation/extrapolation.data.json +TRACE: Interface for skfda.representation.extrapolation has changed +LOG: Cached module skfda.representation.extrapolation has changed interface +LOG: Writing skfda.representation.interpolation /home/carlos/git/scikit-fda/skfda/representation/interpolation.py skfda/representation/interpolation.meta.json skfda/representation/interpolation.data.json +TRACE: Interface for skfda.representation.interpolation has changed +LOG: Cached module skfda.representation.interpolation has changed interface +LOG: Writing skfda.misc.metrics._mahalanobis /home/carlos/git/scikit-fda/skfda/misc/metrics/_mahalanobis.py skfda/misc/metrics/_mahalanobis.meta.json skfda/misc/metrics/_mahalanobis.data.json +TRACE: Interface for skfda.misc.metrics._mahalanobis has changed +LOG: Cached module skfda.misc.metrics._mahalanobis has changed interface +LOG: Writing skfda.misc.metrics._fisher_rao /home/carlos/git/scikit-fda/skfda/misc/metrics/_fisher_rao.py skfda/misc/metrics/_fisher_rao.meta.json skfda/misc/metrics/_fisher_rao.data.json +TRACE: Interface for skfda.misc.metrics._fisher_rao has changed +LOG: Cached module skfda.misc.metrics._fisher_rao has changed interface +LOG: Writing skfda.misc.metrics._angular /home/carlos/git/scikit-fda/skfda/misc/metrics/_angular.py skfda/misc/metrics/_angular.meta.json skfda/misc/metrics/_angular.data.json +TRACE: Interface for skfda.misc.metrics._angular has changed +LOG: Cached module skfda.misc.metrics._angular has changed interface +LOG: Writing skfda.exploratory.stats._fisher_rao /home/carlos/git/scikit-fda/skfda/exploratory/stats/_fisher_rao.py skfda/exploratory/stats/_fisher_rao.meta.json skfda/exploratory/stats/_fisher_rao.data.json +TRACE: Interface for skfda.exploratory.stats._fisher_rao has changed +LOG: Cached module skfda.exploratory.stats._fisher_rao has changed interface +LOG: Writing skfda.preprocessing.registration._lstsq_shift_registration /home/carlos/git/scikit-fda/skfda/preprocessing/registration/_lstsq_shift_registration.py skfda/preprocessing/registration/_lstsq_shift_registration.meta.json skfda/preprocessing/registration/_lstsq_shift_registration.data.json +TRACE: Interface for skfda.preprocessing.registration._lstsq_shift_registration has changed +LOG: Cached module skfda.preprocessing.registration._lstsq_shift_registration has changed interface +LOG: Writing skfda.preprocessing.registration._landmark_registration /home/carlos/git/scikit-fda/skfda/preprocessing/registration/_landmark_registration.py skfda/preprocessing/registration/_landmark_registration.meta.json skfda/preprocessing/registration/_landmark_registration.data.json +TRACE: Interface for skfda.preprocessing.registration._landmark_registration has changed +LOG: Cached module skfda.preprocessing.registration._landmark_registration has changed interface +LOG: Writing skfda.representation._functional_data /home/carlos/git/scikit-fda/skfda/representation/_functional_data.py skfda/representation/_functional_data.meta.json skfda/representation/_functional_data.data.json +TRACE: Interface for skfda.representation._functional_data has changed +LOG: Cached module skfda.representation._functional_data has changed interface +LOG: Writing skfda.exploratory.visualization._utils /home/carlos/git/scikit-fda/skfda/exploratory/visualization/_utils.py skfda/exploratory/visualization/_utils.meta.json skfda/exploratory/visualization/_utils.data.json +TRACE: Interface for skfda.exploratory.visualization._utils has changed +LOG: Cached module skfda.exploratory.visualization._utils has changed interface +LOG: Writing skfda.exploratory.visualization._baseplot /home/carlos/git/scikit-fda/skfda/exploratory/visualization/_baseplot.py skfda/exploratory/visualization/_baseplot.meta.json skfda/exploratory/visualization/_baseplot.data.json +TRACE: Interface for skfda.exploratory.visualization._baseplot has changed +LOG: Cached module skfda.exploratory.visualization._baseplot has changed interface +LOG: Writing skfda.exploratory.visualization.representation /home/carlos/git/scikit-fda/skfda/exploratory/visualization/representation.py skfda/exploratory/visualization/representation.meta.json skfda/exploratory/visualization/representation.data.json +TRACE: Interface for skfda.exploratory.visualization.representation has changed +LOG: Cached module skfda.exploratory.visualization.representation has changed interface +LOG: Writing skfda.misc.hat_matrix /home/carlos/git/scikit-fda/skfda/misc/hat_matrix.py skfda/misc/hat_matrix.meta.json skfda/misc/hat_matrix.data.json +TRACE: Interface for skfda.misc.hat_matrix has changed +LOG: Cached module skfda.misc.hat_matrix has changed interface +LOG: Writing skfda.preprocessing.registration._fisher_rao /home/carlos/git/scikit-fda/skfda/preprocessing/registration/_fisher_rao.py skfda/preprocessing/registration/_fisher_rao.meta.json skfda/preprocessing/registration/_fisher_rao.data.json +TRACE: Interface for skfda.preprocessing.registration._fisher_rao has changed +LOG: Cached module skfda.preprocessing.registration._fisher_rao has changed interface +LOG: Writing skfda.preprocessing.smoothing._kernel_smoothers /home/carlos/git/scikit-fda/skfda/preprocessing/smoothing/_kernel_smoothers.py skfda/preprocessing/smoothing/_kernel_smoothers.meta.json skfda/preprocessing/smoothing/_kernel_smoothers.data.json +TRACE: Interface for skfda.preprocessing.smoothing._kernel_smoothers has changed +LOG: Cached module skfda.preprocessing.smoothing._kernel_smoothers has changed interface +LOG: Writing skfda.preprocessing.smoothing /home/carlos/git/scikit-fda/skfda/preprocessing/smoothing/__init__.py skfda/preprocessing/smoothing/__init__.meta.json skfda/preprocessing/smoothing/__init__.data.json +TRACE: Interface for skfda.preprocessing.smoothing has changed +LOG: Cached module skfda.preprocessing.smoothing has changed interface +LOG: Writing skfda.preprocessing.smoothing.kernel_smoothers /home/carlos/git/scikit-fda/skfda/preprocessing/smoothing/kernel_smoothers.py skfda/preprocessing/smoothing/kernel_smoothers.meta.json skfda/preprocessing/smoothing/kernel_smoothers.data.json +TRACE: Interface for skfda.preprocessing.smoothing.kernel_smoothers has changed +LOG: Cached module skfda.preprocessing.smoothing.kernel_smoothers has changed interface +LOG: Writing skfda.representation.grid /home/carlos/git/scikit-fda/skfda/representation/grid.py skfda/representation/grid.meta.json skfda/representation/grid.data.json +TRACE: Interface for skfda.representation.grid has changed +LOG: Cached module skfda.representation.grid has changed interface +LOG: Writing skfda.preprocessing.dim_reduction._fpca /home/carlos/git/scikit-fda/skfda/preprocessing/dim_reduction/_fpca.py skfda/preprocessing/dim_reduction/_fpca.meta.json skfda/preprocessing/dim_reduction/_fpca.data.json +TRACE: Interface for skfda.preprocessing.dim_reduction._fpca has changed +LOG: Cached module skfda.preprocessing.dim_reduction._fpca has changed interface +LOG: Writing skfda.representation.basis._fdatabasis /home/carlos/git/scikit-fda/skfda/representation/basis/_fdatabasis.py skfda/representation/basis/_fdatabasis.meta.json skfda/representation/basis/_fdatabasis.data.json +TRACE: Interface for skfda.representation.basis._fdatabasis has changed +LOG: Cached module skfda.representation.basis._fdatabasis has changed interface +TRACE: Priorities for skfda.preprocessing.feature_construction._function_transformers: +LOG: Processing SCC singleton (skfda.preprocessing.feature_construction._function_transformers) as inherently stale with stale deps (__future__ builtins skfda._utils._sklearn_adapter skfda.exploratory.stats._functional_transformers skfda.representation skfda.representation.grid skfda.typing._base skfda.typing._numpy typing) +LOG: Writing skfda.preprocessing.feature_construction._function_transformers /home/carlos/git/scikit-fda/skfda/preprocessing/feature_construction/_function_transformers.py skfda/preprocessing/feature_construction/_function_transformers.meta.json skfda/preprocessing/feature_construction/_function_transformers.data.json +TRACE: Interface for skfda.preprocessing.feature_construction._function_transformers has changed +LOG: Cached module skfda.preprocessing.feature_construction._function_transformers has changed interface +TRACE: Priorities for skfda.preprocessing.feature_construction._fda_feature_union: +LOG: Processing SCC singleton (skfda.preprocessing.feature_construction._fda_feature_union) as inherently stale with stale deps (__future__ builtins skfda._utils._sklearn_adapter skfda.representation skfda.typing._numpy typing) +LOG: Writing skfda.preprocessing.feature_construction._fda_feature_union /home/carlos/git/scikit-fda/skfda/preprocessing/feature_construction/_fda_feature_union.py skfda/preprocessing/feature_construction/_fda_feature_union.meta.json skfda/preprocessing/feature_construction/_fda_feature_union.data.json +TRACE: Interface for skfda.preprocessing.feature_construction._fda_feature_union has changed +LOG: Cached module skfda.preprocessing.feature_construction._fda_feature_union has changed interface +TRACE: Priorities for skfda.preprocessing.feature_construction._evaluation_trasformer: +LOG: Processing SCC singleton (skfda.preprocessing.feature_construction._evaluation_trasformer) as inherently stale with stale deps (__future__ builtins skfda._utils._sklearn_adapter skfda.representation._functional_data skfda.representation.extrapolation skfda.representation.grid skfda.typing._base skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.preprocessing.feature_construction._evaluation_trasformer /home/carlos/git/scikit-fda/skfda/preprocessing/feature_construction/_evaluation_trasformer.py skfda/preprocessing/feature_construction/_evaluation_trasformer.meta.json skfda/preprocessing/feature_construction/_evaluation_trasformer.data.json +TRACE: Interface for skfda.preprocessing.feature_construction._evaluation_trasformer has changed +LOG: Cached module skfda.preprocessing.feature_construction._evaluation_trasformer has changed interface +TRACE: Priorities for skfda.preprocessing.feature_construction._coefficients_transformer: +LOG: Processing SCC singleton (skfda.preprocessing.feature_construction._coefficients_transformer) as inherently stale with stale deps (__future__ builtins skfda._utils._sklearn_adapter skfda.representation skfda.typing._numpy typing) +LOG: Writing skfda.preprocessing.feature_construction._coefficients_transformer /home/carlos/git/scikit-fda/skfda/preprocessing/feature_construction/_coefficients_transformer.py skfda/preprocessing/feature_construction/_coefficients_transformer.meta.json skfda/preprocessing/feature_construction/_coefficients_transformer.data.json +TRACE: Interface for skfda.preprocessing.feature_construction._coefficients_transformer has changed +LOG: Cached module skfda.preprocessing.feature_construction._coefficients_transformer has changed interface +TRACE: Priorities for skfda.ml.regression._coefficients: +LOG: Processing SCC singleton (skfda.ml.regression._coefficients) as inherently stale with stale deps (__future__ abc builtins functools numpy skfda.misc._math skfda.representation.basis typing) +LOG: Writing skfda.ml.regression._coefficients /home/carlos/git/scikit-fda/skfda/ml/regression/_coefficients.py skfda/ml/regression/_coefficients.meta.json skfda/ml/regression/_coefficients.data.json +TRACE: Interface for skfda.ml.regression._coefficients has changed +LOG: Cached module skfda.ml.regression._coefficients has changed interface +TRACE: Priorities for skfda.preprocessing.feature_construction._per_class_transformer: +LOG: Processing SCC singleton (skfda.preprocessing.feature_construction._per_class_transformer) as inherently stale with stale deps (__future__ builtins numpy skfda._utils skfda._utils._sklearn_adapter skfda.representation skfda.representation.basis skfda.representation.grid skfda.typing._numpy typing warnings) +LOG: Writing skfda.preprocessing.feature_construction._per_class_transformer /home/carlos/git/scikit-fda/skfda/preprocessing/feature_construction/_per_class_transformer.py skfda/preprocessing/feature_construction/_per_class_transformer.meta.json skfda/preprocessing/feature_construction/_per_class_transformer.data.json +TRACE: Interface for skfda.preprocessing.feature_construction._per_class_transformer has changed +LOG: Cached module skfda.preprocessing.feature_construction._per_class_transformer has changed interface +TRACE: Priorities for skfda.ml.regression._kernel_regression: +LOG: Processing SCC singleton (skfda.ml.regression._kernel_regression) as inherently stale with stale deps (__future__ builtins numpy skfda.misc.hat_matrix skfda.misc.metrics skfda.representation._functional_data skfda.typing._metric typing) +LOG: Writing skfda.ml.regression._kernel_regression /home/carlos/git/scikit-fda/skfda/ml/regression/_kernel_regression.py skfda/ml/regression/_kernel_regression.meta.json skfda/ml/regression/_kernel_regression.data.json +TRACE: Interface for skfda.ml.regression._kernel_regression has changed +LOG: Cached module skfda.ml.regression._kernel_regression has changed interface +TRACE: Priorities for skfda.ml.regression._historical_linear_model: +LOG: Processing SCC singleton (skfda.ml.regression._historical_linear_model) as inherently stale with stale deps (__future__ builtins math numpy skfda._utils skfda.representation skfda.representation.basis typing) +LOG: Writing skfda.ml.regression._historical_linear_model /home/carlos/git/scikit-fda/skfda/ml/regression/_historical_linear_model.py skfda/ml/regression/_historical_linear_model.meta.json skfda/ml/regression/_historical_linear_model.data.json +TRACE: Interface for skfda.ml.regression._historical_linear_model has changed +LOG: Cached module skfda.ml.regression._historical_linear_model has changed interface +TRACE: Priorities for skfda.ml.clustering._kmeans: +LOG: Processing SCC singleton (skfda.ml.clustering._kmeans) as inherently stale with stale deps (__future__ abc builtins numpy skfda.misc.metrics skfda.misc.validation skfda.representation skfda.typing._base skfda.typing._metric skfda.typing._numpy typing warnings) +LOG: Writing skfda.ml.clustering._kmeans /home/carlos/git/scikit-fda/skfda/ml/clustering/_kmeans.py skfda/ml/clustering/_kmeans.meta.json skfda/ml/clustering/_kmeans.data.json +TRACE: Interface for skfda.ml.clustering._kmeans has changed +LOG: Cached module skfda.ml.clustering._kmeans has changed interface +TRACE: Priorities for skfda.ml.clustering._hierarchical: +LOG: Processing SCC singleton (skfda.ml.clustering._hierarchical) as inherently stale with stale deps (__future__ builtins enum numpy skfda.misc.metrics skfda.misc.metrics._parse skfda.representation skfda.typing._metric typing typing_extensions) +LOG: Writing skfda.ml.clustering._hierarchical /home/carlos/git/scikit-fda/skfda/ml/clustering/_hierarchical.py skfda/ml/clustering/_hierarchical.meta.json skfda/ml/clustering/_hierarchical.data.json +TRACE: Interface for skfda.ml.clustering._hierarchical has changed +LOG: Cached module skfda.ml.clustering._hierarchical has changed interface +TRACE: Priorities for skfda.ml.classification._parameterized_functional_qda: +LOG: Processing SCC singleton (skfda.ml.classification._parameterized_functional_qda) as inherently stale with stale deps (__future__ builtins numpy skfda._utils skfda.representation skfda.typing._numpy typing) +LOG: Writing skfda.ml.classification._parameterized_functional_qda /home/carlos/git/scikit-fda/skfda/ml/classification/_parameterized_functional_qda.py skfda/ml/classification/_parameterized_functional_qda.meta.json skfda/ml/classification/_parameterized_functional_qda.data.json +TRACE: Interface for skfda.ml.classification._parameterized_functional_qda has changed +LOG: Cached module skfda.ml.classification._parameterized_functional_qda has changed interface +TRACE: Priorities for skfda.ml.classification._logistic_regression: +LOG: Processing SCC singleton (skfda.ml.classification._logistic_regression) as inherently stale with stale deps (__future__ builtins numpy skfda._utils skfda._utils._sklearn_adapter skfda.representation skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.ml.classification._logistic_regression /home/carlos/git/scikit-fda/skfda/ml/classification/_logistic_regression.py skfda/ml/classification/_logistic_regression.meta.json skfda/ml/classification/_logistic_regression.data.json +TRACE: Interface for skfda.ml.classification._logistic_regression has changed +LOG: Cached module skfda.ml.classification._logistic_regression has changed interface +TRACE: Priorities for skfda.ml.classification._centroid_classifiers: +LOG: Processing SCC singleton (skfda.ml.classification._centroid_classifiers) as inherently stale with stale deps (__future__ builtins skfda._utils skfda.exploratory.depth skfda.exploratory.stats skfda.misc.metrics skfda.misc.metrics._utils skfda.representation skfda.typing._metric skfda.typing._numpy typing) +LOG: Writing skfda.ml.classification._centroid_classifiers /home/carlos/git/scikit-fda/skfda/ml/classification/_centroid_classifiers.py skfda/ml/classification/_centroid_classifiers.meta.json skfda/ml/classification/_centroid_classifiers.data.json +TRACE: Interface for skfda.ml.classification._centroid_classifiers has changed +LOG: Cached module skfda.ml.classification._centroid_classifiers has changed interface +TRACE: Priorities for skfda.ml._neighbors_base: +LOG: Processing SCC singleton (skfda.ml._neighbors_base) as inherently stale with stale deps (__future__ builtins copy numpy skfda._utils._sklearn_adapter skfda.misc.metrics skfda.misc.metrics._utils skfda.representation skfda.typing._metric skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.ml._neighbors_base /home/carlos/git/scikit-fda/skfda/ml/_neighbors_base.py skfda/ml/_neighbors_base.meta.json skfda/ml/_neighbors_base.data.json +TRACE: Interface for skfda.ml._neighbors_base has changed +LOG: Cached module skfda.ml._neighbors_base has changed interface +TRACE: Priorities for skfda.exploratory.outliers._outliergram: +LOG: Processing SCC singleton (skfda.exploratory.outliers._outliergram) as inherently stale with stale deps (__future__ builtins numpy skfda._utils._sklearn_adapter skfda.exploratory.depth._depth skfda.exploratory.stats skfda.representation skfda.typing._numpy) +LOG: Writing skfda.exploratory.outliers._outliergram /home/carlos/git/scikit-fda/skfda/exploratory/outliers/_outliergram.py skfda/exploratory/outliers/_outliergram.meta.json skfda/exploratory/outliers/_outliergram.data.json +TRACE: Interface for skfda.exploratory.outliers._outliergram has changed +LOG: Cached module skfda.exploratory.outliers._outliergram has changed interface +TRACE: Priorities for skfda.exploratory.outliers._envelopes: +LOG: Processing SCC singleton (skfda.exploratory.outliers._envelopes) as inherently stale with stale deps (__future__ builtins math numpy skfda.representation skfda.typing._numpy typing) +LOG: Writing skfda.exploratory.outliers._envelopes /home/carlos/git/scikit-fda/skfda/exploratory/outliers/_envelopes.py skfda/exploratory/outliers/_envelopes.meta.json skfda/exploratory/outliers/_envelopes.data.json +TRACE: Interface for skfda.exploratory.outliers._envelopes has changed +LOG: Cached module skfda.exploratory.outliers._envelopes has changed interface +TRACE: Priorities for skfda.exploratory.visualization.fpca: +LOG: Processing SCC singleton (skfda.exploratory.visualization.fpca) as inherently stale with stale deps (__future__ builtins skfda.exploratory.visualization._baseplot skfda.exploratory.visualization.representation skfda.representation typing warnings) +LOG: Writing skfda.exploratory.visualization.fpca /home/carlos/git/scikit-fda/skfda/exploratory/visualization/fpca.py skfda/exploratory/visualization/fpca.meta.json skfda/exploratory/visualization/fpca.data.json +TRACE: Interface for skfda.exploratory.visualization.fpca has changed +LOG: Cached module skfda.exploratory.visualization.fpca has changed interface +TRACE: Priorities for skfda.exploratory.visualization._parametric_plot: +LOG: Processing SCC singleton (skfda.exploratory.visualization._parametric_plot) as inherently stale with stale deps (__future__ builtins numpy skfda.exploratory.visualization._baseplot skfda.exploratory.visualization._utils skfda.exploratory.visualization.representation skfda.representation typing) +LOG: Writing skfda.exploratory.visualization._parametric_plot /home/carlos/git/scikit-fda/skfda/exploratory/visualization/_parametric_plot.py skfda/exploratory/visualization/_parametric_plot.meta.json skfda/exploratory/visualization/_parametric_plot.data.json +TRACE: Interface for skfda.exploratory.visualization._parametric_plot has changed +LOG: Cached module skfda.exploratory.visualization._parametric_plot has changed interface +TRACE: Priorities for skfda.exploratory.visualization._multiple_display: +LOG: Processing SCC singleton (skfda.exploratory.visualization._multiple_display) as inherently stale with stale deps (__future__ builtins copy functools itertools numpy skfda.exploratory.visualization._baseplot skfda.exploratory.visualization._utils typing) +LOG: Writing skfda.exploratory.visualization._multiple_display /home/carlos/git/scikit-fda/skfda/exploratory/visualization/_multiple_display.py skfda/exploratory/visualization/_multiple_display.meta.json skfda/exploratory/visualization/_multiple_display.data.json +TRACE: Interface for skfda.exploratory.visualization._multiple_display has changed +LOG: Cached module skfda.exploratory.visualization._multiple_display has changed interface +TRACE: Priorities for skfda.exploratory.visualization._ddplot: +LOG: Processing SCC singleton (skfda.exploratory.visualization._ddplot) as inherently stale with stale deps (__future__ builtins numpy skfda.exploratory.depth.multivariate skfda.exploratory.visualization._baseplot skfda.representation._functional_data skfda.typing._numpy typing) +LOG: Writing skfda.exploratory.visualization._ddplot /home/carlos/git/scikit-fda/skfda/exploratory/visualization/_ddplot.py skfda/exploratory/visualization/_ddplot.meta.json skfda/exploratory/visualization/_ddplot.data.json +TRACE: Interface for skfda.exploratory.visualization._ddplot has changed +LOG: Cached module skfda.exploratory.visualization._ddplot has changed interface +TRACE: Priorities for skfda.datasets._real_datasets: +LOG: Processing SCC singleton (skfda.datasets._real_datasets) as inherently stale with stale deps (builtins numpy rdata skfda.representation typing typing_extensions warnings) +LOG: Writing skfda.datasets._real_datasets /home/carlos/git/scikit-fda/skfda/datasets/_real_datasets.py skfda/datasets/_real_datasets.meta.json skfda/datasets/_real_datasets.data.json +TRACE: Interface for skfda.datasets._real_datasets has changed +LOG: Cached module skfda.datasets._real_datasets has changed interface +TRACE: Priorities for skfda.inference.hotelling._hotelling: +LOG: Processing SCC singleton (skfda.inference.hotelling._hotelling) as inherently stale with stale deps (__future__ builtins itertools numpy skfda.misc.validation skfda.representation skfda.typing._base skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.inference.hotelling._hotelling /home/carlos/git/scikit-fda/skfda/inference/hotelling/_hotelling.py skfda/inference/hotelling/_hotelling.meta.json skfda/inference/hotelling/_hotelling.data.json +TRACE: Interface for skfda.inference.hotelling._hotelling has changed +LOG: Cached module skfda.inference.hotelling._hotelling has changed interface +TRACE: Priorities for skfda.preprocessing.feature_construction: +LOG: Processing SCC singleton (skfda.preprocessing.feature_construction) as inherently stale with stale deps (builtins skfda.preprocessing.feature_construction._coefficients_transformer skfda.preprocessing.feature_construction._evaluation_trasformer skfda.preprocessing.feature_construction._fda_feature_union skfda.preprocessing.feature_construction._function_transformers skfda.preprocessing.feature_construction._per_class_transformer typing) +LOG: Writing skfda.preprocessing.feature_construction /home/carlos/git/scikit-fda/skfda/preprocessing/feature_construction/__init__.py skfda/preprocessing/feature_construction/__init__.meta.json skfda/preprocessing/feature_construction/__init__.data.json +TRACE: Interface for skfda.preprocessing.feature_construction has changed +LOG: Cached module skfda.preprocessing.feature_construction has changed interface +TRACE: Priorities for skfda.ml.regression._neighbors_regression: +LOG: Processing SCC singleton (skfda.ml.regression._neighbors_regression) as inherently stale with stale deps (__future__ builtins skfda.misc.metrics skfda.ml._neighbors_base skfda.representation skfda.typing._metric skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.ml.regression._neighbors_regression /home/carlos/git/scikit-fda/skfda/ml/regression/_neighbors_regression.py skfda/ml/regression/_neighbors_regression.meta.json skfda/ml/regression/_neighbors_regression.data.json +TRACE: Interface for skfda.ml.regression._neighbors_regression has changed +LOG: Cached module skfda.ml.regression._neighbors_regression has changed interface +TRACE: Priorities for skfda.ml.regression._linear_regression: +LOG: Processing SCC singleton (skfda.ml.regression._linear_regression) as inherently stale with stale deps (__future__ builtins itertools numpy skfda.misc.lstsq skfda.misc.regularization skfda.ml.regression._coefficients skfda.representation skfda.representation.basis typing warnings) +LOG: Writing skfda.ml.regression._linear_regression /home/carlos/git/scikit-fda/skfda/ml/regression/_linear_regression.py skfda/ml/regression/_linear_regression.meta.json skfda/ml/regression/_linear_regression.data.json +TRACE: Interface for skfda.ml.regression._linear_regression has changed +LOG: Cached module skfda.ml.regression._linear_regression has changed interface +TRACE: Priorities for skfda.ml.clustering._neighbors_clustering: +LOG: Processing SCC singleton (skfda.ml.clustering._neighbors_clustering) as inherently stale with stale deps (__future__ builtins skfda.misc.metrics skfda.ml._neighbors_base skfda.representation skfda.typing._metric skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.ml.clustering._neighbors_clustering /home/carlos/git/scikit-fda/skfda/ml/clustering/_neighbors_clustering.py skfda/ml/clustering/_neighbors_clustering.meta.json skfda/ml/clustering/_neighbors_clustering.data.json +TRACE: Interface for skfda.ml.clustering._neighbors_clustering has changed +LOG: Cached module skfda.ml.clustering._neighbors_clustering has changed interface +TRACE: Priorities for skfda.ml.classification._neighbors_classifiers: +LOG: Processing SCC singleton (skfda.ml.classification._neighbors_classifiers) as inherently stale with stale deps (__future__ builtins skfda.misc.metrics skfda.ml._neighbors_base skfda.representation skfda.typing._metric skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.ml.classification._neighbors_classifiers /home/carlos/git/scikit-fda/skfda/ml/classification/_neighbors_classifiers.py skfda/ml/classification/_neighbors_classifiers.meta.json skfda/ml/classification/_neighbors_classifiers.data.json +TRACE: Interface for skfda.ml.classification._neighbors_classifiers has changed +LOG: Cached module skfda.ml.classification._neighbors_classifiers has changed interface +TRACE: Priorities for skfda.ml.classification._depth_classifiers: +LOG: Processing SCC singleton (skfda.ml.classification._depth_classifiers) as inherently stale with stale deps (__future__ builtins collections contextlib itertools numpy skfda._utils skfda.exploratory.depth skfda.preprocessing.feature_construction._per_class_transformer skfda.representation.grid skfda.typing._numpy typing) +LOG: Writing skfda.ml.classification._depth_classifiers /home/carlos/git/scikit-fda/skfda/ml/classification/_depth_classifiers.py skfda/ml/classification/_depth_classifiers.meta.json skfda/ml/classification/_depth_classifiers.data.json +TRACE: Interface for skfda.ml.classification._depth_classifiers has changed +LOG: Cached module skfda.ml.classification._depth_classifiers has changed interface +TRACE: Priorities for skfda.exploratory.outliers.neighbors_outlier: +LOG: Processing SCC singleton (skfda.exploratory.outliers.neighbors_outlier) as inherently stale with stale deps (__future__ builtins skfda.misc.metrics skfda.ml._neighbors_base skfda.representation skfda.typing._metric skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.exploratory.outliers.neighbors_outlier /home/carlos/git/scikit-fda/skfda/exploratory/outliers/neighbors_outlier.py skfda/exploratory/outliers/neighbors_outlier.meta.json skfda/exploratory/outliers/neighbors_outlier.data.json +TRACE: Interface for skfda.exploratory.outliers.neighbors_outlier has changed +LOG: Cached module skfda.exploratory.outliers.neighbors_outlier has changed interface +TRACE: Priorities for skfda.datasets: skfda.datasets._samples_generators:25 +TRACE: Priorities for skfda.misc.covariances: skfda.datasets:20 +TRACE: Priorities for skfda.datasets._samples_generators: skfda.misc.covariances:10 +LOG: Processing SCC of size 3 (skfda.datasets skfda.misc.covariances skfda.datasets._samples_generators) as inherently stale with stale deps (__future__ abc builtins itertools numpy skfda._utils skfda.datasets._real_datasets skfda.exploratory.visualization._utils skfda.misc skfda.misc.validation skfda.representation skfda.representation.interpolation skfda.typing._base skfda.typing._numpy typing) +LOG: Writing skfda.datasets /home/carlos/git/scikit-fda/skfda/datasets/__init__.py skfda/datasets/__init__.meta.json skfda/datasets/__init__.data.json +TRACE: Interface for skfda.datasets has changed +LOG: Cached module skfda.datasets has changed interface +LOG: Writing skfda.misc.covariances /home/carlos/git/scikit-fda/skfda/misc/covariances.py skfda/misc/covariances.meta.json skfda/misc/covariances.data.json +TRACE: Interface for skfda.misc.covariances has changed +LOG: Cached module skfda.misc.covariances has changed interface +LOG: Writing skfda.datasets._samples_generators /home/carlos/git/scikit-fda/skfda/datasets/_samples_generators.py skfda/datasets/_samples_generators.meta.json skfda/datasets/_samples_generators.data.json +TRACE: Interface for skfda.datasets._samples_generators has changed +LOG: Cached module skfda.datasets._samples_generators has changed interface +TRACE: Priorities for skfda.inference.hotelling: +LOG: Processing SCC singleton (skfda.inference.hotelling) as inherently stale with stale deps (builtins skfda.inference.hotelling._hotelling) +LOG: Writing skfda.inference.hotelling /home/carlos/git/scikit-fda/skfda/inference/hotelling/__init__.py skfda/inference/hotelling/__init__.meta.json skfda/inference/hotelling/__init__.data.json +TRACE: Interface for skfda.inference.hotelling has changed +LOG: Cached module skfda.inference.hotelling has changed interface +TRACE: Priorities for skfda.ml.regression: +LOG: Processing SCC singleton (skfda.ml.regression) as inherently stale with stale deps (builtins skfda.ml.regression._historical_linear_model skfda.ml.regression._kernel_regression skfda.ml.regression._linear_regression skfda.ml.regression._neighbors_regression) +LOG: Writing skfda.ml.regression /home/carlos/git/scikit-fda/skfda/ml/regression/__init__.py skfda/ml/regression/__init__.meta.json skfda/ml/regression/__init__.data.json +TRACE: Interface for skfda.ml.regression has changed +LOG: Cached module skfda.ml.regression has changed interface +TRACE: Priorities for skfda.ml.clustering: +LOG: Processing SCC singleton (skfda.ml.clustering) as inherently stale with stale deps (builtins skfda.ml.clustering._hierarchical skfda.ml.clustering._kmeans skfda.ml.clustering._neighbors_clustering) +LOG: Writing skfda.ml.clustering /home/carlos/git/scikit-fda/skfda/ml/clustering/__init__.py skfda/ml/clustering/__init__.meta.json skfda/ml/clustering/__init__.data.json +TRACE: Interface for skfda.ml.clustering has changed +LOG: Cached module skfda.ml.clustering has changed interface +TRACE: Priorities for skfda.ml.classification: +LOG: Processing SCC singleton (skfda.ml.classification) as inherently stale with stale deps (builtins skfda.ml.classification._centroid_classifiers skfda.ml.classification._depth_classifiers skfda.ml.classification._logistic_regression skfda.ml.classification._neighbors_classifiers skfda.ml.classification._parameterized_functional_qda) +LOG: Writing skfda.ml.classification /home/carlos/git/scikit-fda/skfda/ml/classification/__init__.py skfda/ml/classification/__init__.meta.json skfda/ml/classification/__init__.data.json +TRACE: Interface for skfda.ml.classification has changed +LOG: Cached module skfda.ml.classification has changed interface +TRACE: Priorities for skfda.exploratory.outliers: skfda.exploratory.outliers._boxplot:25 skfda.exploratory.outliers._directional_outlyingness:25 +TRACE: Priorities for skfda.exploratory.outliers._directional_outlyingness: skfda.exploratory.outliers:20 +TRACE: Priorities for skfda.exploratory.outliers._boxplot: skfda.exploratory.outliers:20 +LOG: Processing SCC of size 3 (skfda.exploratory.outliers skfda.exploratory.outliers._directional_outlyingness skfda.exploratory.outliers._boxplot) as inherently stale with stale deps (__future__ builtins dataclasses numpy numpy.linalg skfda._utils._sklearn_adapter skfda.exploratory.depth skfda.exploratory.depth.multivariate skfda.exploratory.outliers._directional_outlyingness_experiment_results skfda.exploratory.outliers._envelopes skfda.exploratory.outliers._outliergram skfda.exploratory.outliers.neighbors_outlier skfda.misc.validation skfda.representation skfda.typing._base skfda.typing._numpy typing) +LOG: Writing skfda.exploratory.outliers /home/carlos/git/scikit-fda/skfda/exploratory/outliers/__init__.py skfda/exploratory/outliers/__init__.meta.json skfda/exploratory/outliers/__init__.data.json +TRACE: Interface for skfda.exploratory.outliers has changed +LOG: Cached module skfda.exploratory.outliers has changed 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(__future__ builtins numpy skfda.datasets skfda.misc.metrics skfda.misc.validation skfda.representation skfda.typing._base skfda.typing._numpy typing typing_extensions) +LOG: Writing skfda.inference.anova._anova_oneway /home/carlos/git/scikit-fda/skfda/inference/anova/_anova_oneway.py skfda/inference/anova/_anova_oneway.meta.json skfda/inference/anova/_anova_oneway.data.json +TRACE: Interface for skfda.inference.anova._anova_oneway has changed +LOG: Cached module skfda.inference.anova._anova_oneway has changed interface +TRACE: Priorities for skfda.ml: +LOG: Processing SCC singleton (skfda.ml) as inherently stale with stale deps (builtins skfda.ml.classification skfda.ml.clustering skfda.ml.regression) +LOG: Writing skfda.ml /home/carlos/git/scikit-fda/skfda/ml/__init__.py skfda/ml/__init__.meta.json skfda/ml/__init__.data.json +TRACE: Interface for skfda.ml has changed +LOG: Cached module skfda.ml has changed interface +TRACE: Priorities for 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skfda.typing._numpy typing) +LOG: Writing skfda.exploratory.visualization._boxplot /home/carlos/git/scikit-fda/skfda/exploratory/visualization/_boxplot.py skfda/exploratory/visualization/_boxplot.meta.json skfda/exploratory/visualization/_boxplot.data.json +TRACE: Interface for skfda.exploratory.visualization._boxplot has changed +LOG: Cached module skfda.exploratory.visualization._boxplot has changed interface +TRACE: Priorities for skfda.inference.anova: +LOG: Processing SCC singleton (skfda.inference.anova) as inherently stale with stale deps (builtins skfda.inference.anova._anova_oneway) +LOG: Writing skfda.inference.anova /home/carlos/git/scikit-fda/skfda/inference/anova/__init__.py skfda/inference/anova/__init__.meta.json skfda/inference/anova/__init__.data.json +TRACE: Interface for skfda.inference.anova has changed +LOG: Cached module skfda.inference.anova has changed interface +TRACE: Priorities for skfda.exploratory.visualization: +LOG: Processing SCC singleton (skfda.exploratory.visualization) as inherently stale with stale deps (builtins skfda.exploratory.visualization._baseplot skfda.exploratory.visualization._boxplot skfda.exploratory.visualization._ddplot skfda.exploratory.visualization._magnitude_shape_plot skfda.exploratory.visualization._multiple_display skfda.exploratory.visualization._outliergram skfda.exploratory.visualization._parametric_plot skfda.exploratory.visualization.fpca typing) +LOG: Writing skfda.exploratory.visualization /home/carlos/git/scikit-fda/skfda/exploratory/visualization/__init__.py skfda/exploratory/visualization/__init__.meta.json skfda/exploratory/visualization/__init__.data.json +TRACE: Interface for skfda.exploratory.visualization has changed +LOG: Cached module skfda.exploratory.visualization has changed interface +LOG: No fresh SCCs left in queue +LOG: Build finished in 56.565 seconds with 440 modules, and 0 errors diff --git a/skfda/_utils/__init__.py b/skfda/_utils/__init__.py index ec6e5db09..2e1ed8ccf 100644 --- a/skfda/_utils/__init__.py +++ b/skfda/_utils/__init__.py @@ -9,7 +9,6 @@ ], submod_attrs={ "_utils": [ - "RandomStateLike", "_cartesian_product", "_check_array_key", "_check_estimator", @@ -36,7 +35,6 @@ if TYPE_CHECKING: from ._utils import ( - RandomStateLike as RandomStateLike, _cartesian_product as _cartesian_product, _check_array_key as _check_array_key, _check_estimator as _check_estimator, diff --git a/skfda/_utils/_utils.py b/skfda/_utils/_utils.py index 9d7c2bd89..003f743ab 100644 --- a/skfda/_utils/_utils.py +++ b/skfda/_utils/_utils.py @@ -31,8 +31,6 @@ from ..typing._numpy import NDArrayAny, NDArrayFloat, NDArrayInt, NDArrayStr from ._sklearn_adapter import BaseEstimator -RandomStateLike = Optional[Union[int, np.random.RandomState]] - ArrayDTypeT = TypeVar("ArrayDTypeT", bound="np.generic") if TYPE_CHECKING: diff --git a/skfda/datasets/_samples_generators.py b/skfda/datasets/_samples_generators.py index 01ffe04ee..fda6c47cb 100644 --- a/skfda/datasets/_samples_generators.py +++ b/skfda/datasets/_samples_generators.py @@ -3,19 +3,14 @@ import numpy as np import scipy.integrate -import sklearn.utils from scipy.stats import multivariate_normal -from .._utils import ( - RandomStateLike, - _cartesian_product, - _to_grid_points, - normalize_warping, -) +from .._utils import _cartesian_product, _to_grid_points, normalize_warping from ..misc import covariances +from ..misc.validation import validate_random_state from ..representation import FDataGrid from ..representation.interpolation import SplineInterpolation -from ..typing._base import DomainRangeLike, GridPointsLike +from ..typing._base import DomainRangeLike, GridPointsLike, RandomStateLike from ..typing._numpy import NDArrayFloat MeanCallable = Callable[[np.ndarray], np.ndarray] @@ -62,7 +57,7 @@ def make_gaussian( Gaussian processes. """ - random_state = sklearn.utils.check_random_state(random_state) + random_state = validate_random_state(random_state) if cov is None: cov = covariances.Brownian() @@ -193,7 +188,7 @@ def make_sinusoidal_process( :class:`FDataGrid` object comprising all the samples. """ - random_state = sklearn.utils.check_random_state(random_state) + random_state = validate_random_state(random_state) t = np.linspace(start, stop, n_features) @@ -256,7 +251,7 @@ def make_multimodal_landmarks( sample i. """ - random_state = sklearn.utils.check_random_state(random_state) + random_state = validate_random_state(random_state) modes_location = np.linspace(start, stop, n_modes + 2)[1:-1] modes_location = np.repeat( @@ -329,7 +324,7 @@ def make_multimodal_samples( :class:`FDataGrid` object comprising all the samples. """ - random_state = sklearn.utils.check_random_state(random_state) + random_state = validate_random_state(random_state) if modes_location is None: @@ -446,7 +441,7 @@ def make_random_warping( # Based on the original implementation of J. D. Tucker in the # package python_fdasrsf . - random_state = sklearn.utils.check_random_state(random_state) + random_state = validate_random_state(random_state) freq = shape_parameter + 1 diff --git a/skfda/exploratory/outliers/_directional_outlyingness.py b/skfda/exploratory/outliers/_directional_outlyingness.py index eb7ffa7bb..30e8338d3 100644 --- a/skfda/exploratory/outliers/_directional_outlyingness.py +++ b/skfda/exploratory/outliers/_directional_outlyingness.py @@ -8,11 +8,11 @@ import scipy.stats from numpy import linalg as la from sklearn.covariance import MinCovDet -from sklearn.utils.validation import check_random_state -from ..._utils import RandomStateLike from ..._utils._sklearn_adapter import BaseEstimator, OutlierMixin +from ...misc.validation import validate_random_state from ...representation import FDataGrid +from ...typing._base import RandomStateLike from ...typing._numpy import NDArrayFloat, NDArrayInt from ..depth.multivariate import Depth, ProjectionDepth from . import _directional_outlyingness_experiment_results as experiments @@ -495,7 +495,7 @@ def fit_predict( # noqa: D102 y: object = None, ) -> NDArrayInt: - self.random_state_ = check_random_state(self.random_state) + self.random_state_ = validate_random_state(self.random_state) self.points_ = self._compute_points(X) # The square mahalanobis distances of the samples are diff --git a/skfda/inference/__init__.py b/skfda/inference/__init__.py index 73a2e789d..f536bddd9 100644 --- a/skfda/inference/__init__.py +++ b/skfda/inference/__init__.py @@ -1 +1,9 @@ -from . import anova, hotelling +import lazy_loader as lazy + +__getattr__, __dir__, __all__ = lazy.attach( + __name__, + submodules=[ + "anova", + "hotelling", + ], +) diff --git a/skfda/inference/anova/_anova_oneway.py b/skfda/inference/anova/_anova_oneway.py index 54c74a93e..be30d3417 100644 --- a/skfda/inference/anova/_anova_oneway.py +++ b/skfda/inference/anova/_anova_oneway.py @@ -3,13 +3,13 @@ from typing import Sequence, Tuple, TypeVar, overload import numpy as np -from sklearn.utils import check_random_state from typing_extensions import Literal -from ..._utils import RandomStateLike from ...datasets import make_gaussian from ...misc.metrics import lp_distance +from ...misc.validation import validate_random_state from ...representation import FData, FDataGrid, concatenate +from ...typing._base import RandomStateLike from ...typing._numpy import ArrayLike, NDArrayFloat @@ -95,7 +95,7 @@ def _v_asymptotic_stat_with_reps( *fds: FData, weights: ArrayLike, p: int = 2, -) -> float: +) -> NDArrayFloat: """Vectorized version of v_asymptotic_stat for repetitions.""" weights = np.asarray(weights) if len(weights) != len(fds): @@ -112,7 +112,7 @@ def _v_asymptotic_stat_with_reps( right_fd = fds[pair[0]] * coef results[i] = lp_distance(left_fd, right_fd, p=p) ** p - return np.sum(results, axis=0) + return np.sum(results, axis=0) # type: ignore[no-any-return] def v_asymptotic_stat( @@ -206,7 +206,7 @@ def _anova_bootstrap( sizes = [fd.n_samples for fd in fd_grouped] # Instance a random state object in case random_state is an int - random_state = check_random_state(random_state) + random_state = validate_random_state(random_state) if equal_var: k_est = concatenate(fd_grouped).cov().data_matrix[0, ..., 0] @@ -233,7 +233,6 @@ def _anova_bootstrap( for i in range(n_groups) ] - v_samples = np.empty(n_reps) return _v_asymptotic_stat_with_reps(*sim, weights=sizes, p=p) @@ -385,7 +384,7 @@ def oneway_anova( equal_var=equal_var, ) - p_value = np.sum(simulation > vn) / len(simulation) + p_value = float(np.sum(simulation > vn) / len(simulation)) if return_dist: return vn, p_value, simulation diff --git a/skfda/inference/hotelling/_hotelling.py b/skfda/inference/hotelling/_hotelling.py index bae282e1a..43b8834ab 100644 --- a/skfda/inference/hotelling/_hotelling.py +++ b/skfda/inference/hotelling/_hotelling.py @@ -5,11 +5,11 @@ import numpy as np import scipy.special -from sklearn.utils import check_random_state from typing_extensions import Literal -from ..._utils import RandomStateLike +from ...misc.validation import validate_random_state from ...representation import FData, FDataBasis +from ...typing._base import RandomStateLike from ...typing._numpy import NDArrayFloat @@ -188,8 +188,8 @@ def hotelling_test_ind( TypeError: In case of bad arguments. Examples: - >>> from skfda.inference.hotelling import hotelling_t2 - >>> from skfda.representation import FDataGrid, basis + >>> from skfda.inference.hotelling import hotelling_test_ind + >>> from skfda.representation import FDataGrid >>> from numpy import printoptions >>> fd1 = FDataGrid([[1, 1, 1], [3, 3, 3]]) @@ -223,7 +223,7 @@ def hotelling_test_ind( indices = np.arange(n) if n_reps is not None: # Computing n_reps random permutations - random_state = check_random_state(random_state) + random_state = validate_random_state(random_state) dist = np.empty(n_reps) for i in range(n_reps): random_state.shuffle(indices) @@ -238,7 +238,7 @@ def hotelling_test_ind( sample1, sample2 = sample[sample1_i], sample[sample2_i] dist[i] = hotelling_t2(sample1, sample2) - p_value = np.sum(dist > t2_0) / len(dist) + p_value = float(np.sum(dist > t2_0) / len(dist)) if return_dist: return t2_0, p_value, dist diff --git a/skfda/misc/validation.py b/skfda/misc/validation.py index d37f476e1..52285c34f 100644 --- a/skfda/misc/validation.py +++ b/skfda/misc/validation.py @@ -7,9 +7,16 @@ from typing import Container, Sequence, Tuple, cast import numpy as np +from sklearn.utils import check_random_state as _check_random_state from ..representation import FData, FDataBasis, FDataGrid -from ..typing._base import DomainRange, DomainRangeLike, EvaluationPoints +from ..typing._base import ( + DomainRange, + DomainRangeLike, + EvaluationPoints, + RandomState, + RandomStateLike, +) from ..typing._numpy import ArrayLike @@ -255,3 +262,11 @@ def validate_domain_range(domain_range: DomainRangeLike) -> DomainRange: domain_range = cast(Sequence[Sequence[float]], domain_range) return tuple(_validate_domain_range_limits(s) for s in domain_range) + + +def validate_random_state(random_state: RandomStateLike) -> RandomState: + """Validate random state or seed.""" + if isinstance(random_state, np.random.Generator): + return random_state + + return _check_random_state(random_state) # type: ignore[no-any-return] diff --git a/skfda/ml/clustering/_kmeans.py b/skfda/ml/clustering/_kmeans.py index 649e4d56b..fa56c4ed7 100644 --- a/skfda/ml/clustering/_kmeans.py +++ b/skfda/ml/clustering/_kmeans.py @@ -8,13 +8,15 @@ import numpy as np from sklearn.base import BaseEstimator, ClusterMixin, TransformerMixin -from sklearn.utils import check_random_state from sklearn.utils.validation import check_is_fitted -from ..._utils import RandomStateLike from ...misc.metrics import PairwiseMetric, l2_distance -from ...misc.validation import check_fdata_same_dimensions +from ...misc.validation import ( + check_fdata_same_dimensions, + validate_random_state, +) from ...representation import FDataGrid +from ...typing._base import RandomStateLike from ...typing._metric import Metric from ...typing._numpy import NDArrayAny, NDArrayFloat, NDArrayInt @@ -309,7 +311,7 @@ def fit( """ fdata = self._check_clustering(X) - random_state = check_random_state(self.random_state) + random_state = validate_random_state(self.random_state) self._check_params() diff --git a/skfda/preprocessing/dim_reduction/variable_selection/mrmr.py b/skfda/preprocessing/dim_reduction/variable_selection/mrmr.py index 1b91c50ac..1f8b1d179 100644 --- a/skfda/preprocessing/dim_reduction/variable_selection/mrmr.py +++ b/skfda/preprocessing/dim_reduction/variable_selection/mrmr.py @@ -21,12 +21,13 @@ ) from typing_extensions import Final, Literal -from ...._utils import RandomStateLike, _compute_dependence, _DependenceMeasure +from ...._utils import _compute_dependence, _DependenceMeasure from ...._utils._sklearn_adapter import ( BaseEstimator, InductiveTransformerMixin, ) from ....representation.grid import FDataGrid +from ....typing._base import RandomStateLike from ....typing._numpy import NDArrayFloat, NDArrayInt, NDArrayReal _Criterion = Callable[[NDArrayFloat, NDArrayFloat], NDArrayFloat] diff --git a/skfda/typing/_base.py b/skfda/typing/_base.py index 0bf16b404..b7badd7c5 100644 --- a/skfda/typing/_base.py +++ b/skfda/typing/_base.py @@ -1,6 +1,7 @@ """Common types.""" from typing import Optional, Sequence, Tuple, TypeVar, Union +import numpy as np from typing_extensions import Protocol from ._numpy import ArrayLike, NDArrayFloat @@ -23,6 +24,10 @@ EvaluationPoints = NDArrayFloat +RandomStateLike = Union[int, np.random.RandomState, np.random.Generator, None] +RandomState = Union[np.random.RandomState, np.random.Generator] + + class Vector(Protocol): """ Protocol representing a generic vector.