From: Jérôme Benoit Date: Sat, 19 Sep 2026 23:09:41 +0000 (+0200) Subject: refactor: centralize QuickAdapter support policies X-Git-Url: https://git.piment-noir.org/?a=commitdiff_plain;h=b02b0cd5cbd30512056d865840f1eea9f14d7b4d;p=freqai-strategies.git refactor: centralize QuickAdapter support policies --- diff --git a/quickadapter/.basedpyright/diagnostics.json b/quickadapter/.basedpyright/diagnostics.json index 5961745..529a295 100644 --- a/quickadapter/.basedpyright/diagnostics.json +++ b/quickadapter/.basedpyright/diagnostics.json @@ -3,743 +3,743 @@ "diagnostics": [ { "endCharacter": 46, - "endLine": 1368, + "endLine": 1357, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"str | None\" cannot be assigned to parameter \"default\" of type \"str\" in function \"_validate_label_selection_metric\"\n  Type \"str | None\" is not assignable to type \"str\"\n    \"None\" is not assignable to \"str\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 24, - 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"startLine": 2226 + "startLine": 2215 }, { "endCharacter": 30, - "endLine": 2244, + "endLine": 2233, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"NDArray[floating[Any]] | Unknown | NDArray[Unknown] | Any | list[Unknown]\" cannot be assigned to parameter \"base_weights\" of type \"NDArray[floating[Any]]\" in function \"_compose_train_weights_with_support\"\n  Type \"NDArray[floating[Any]] | Unknown | NDArray[Unknown] | Any | list[Unknown]\" is not assignable to type \"NDArray[floating[Any]]\"\n    \"list[Unknown]\" is not assignable to \"ndarray[_AnyShape, dtype[floating[Any]]]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 12, - "startLine": 2244 + "startLine": 2233 }, { "endCharacter": 31, - "endLine": 2245, + "endLine": 2234, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"NDArray[floating[Any]] | Unknown | NDArray[Unknown] | Any | list[Unknown] | None\" cannot be assigned to parameter \"label_weights\" of type \"NDArray[floating[Any]] | None\" in function \"_compose_train_weights_with_support\"\n  Type \"NDArray[floating[Any]] | Unknown | NDArray[Unknown] | Any | list[Unknown] | None\" is not assignable to type \"NDArray[floating[Any]] | None\"\n    Type \"list[Unknown]\" is not assignable to type \"NDArray[floating[Any]] | None\"\n      \"list[Unknown]\" is not assignable to \"ndarray[_AnyShape, dtype[floating[Any]]]\"\n      \"list[Unknown]\" is not assignable to \"None\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 12, - 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"startLine": 2581 + "startLine": 2570 }, { "endCharacter": 47, - "endLine": 2583, + "endLine": 2572, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"loc\" for class \"NDArray[Unknown]\"\n  Attribute \"loc\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 44, - "startLine": 2583 + "startLine": 2572 }, { "endCharacter": 47, - "endLine": 2583, + "endLine": 2572, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"loc\" for class \"list[Unknown]\"\n  Attribute \"loc\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 44, - "startLine": 2583 + "startLine": 2572 }, { "endCharacter": 43, - "endLine": 2584, + "endLine": 2573, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"loc\" for class \"NDArray[Unknown]\"\n  Attribute \"loc\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 40, - "startLine": 2584 + "startLine": 2573 }, { "endCharacter": 43, - "endLine": 2584, + "endLine": 2573, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"loc\" for class \"list[Unknown]\"\n  Attribute \"loc\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 40, - "startLine": 2584 + "startLine": 2573 }, { "endCharacter": 31, - "endLine": 2605, + "endLine": 2594, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"NDArray[Unknown]\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 26, - "startLine": 2605 + "startLine": 2594 }, { "endCharacter": 31, - "endLine": 2605, + "endLine": 2594, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"list[Unknown]\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 26, - "startLine": 2605 + "startLine": 2594 }, { "endCharacter": 60, - "endLine": 2605, + "endLine": 2594, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"NDArray[Unknown]\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 55, - "startLine": 2605 + "startLine": 2594 }, { "endCharacter": 60, - "endLine": 2605, + "endLine": 2594, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"list[Unknown]\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 55, - "startLine": 2605 + "startLine": 2594 }, { "endCharacter": 73, - "endLine": 2617, + "endLine": 2606, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"Unknown | Any | ((value: Unknown, start: SupportsIndex = 0, stop: SupportsIndex = sys.maxsize, /) -> int)\" cannot be assigned to parameter \"target\" of type \"Index[Any]\" in function \"get_indexer\"\n  Type \"Unknown | Any | ((value: Unknown, start: SupportsIndex = 0, stop: SupportsIndex = sys.maxsize, /) -> int)\" is not assignable to type \"Index[Any]\"\n    \"MethodType\" is not assignable to \"Index[Any]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 53, - "startLine": 2617 + "startLine": 2606 }, { "endCharacter": 73, - "endLine": 2617, + "endLine": 2606, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"index\" for class \"NDArray[Unknown]\"\n  Attribute \"index\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 68, - "startLine": 2617 + "startLine": 2606 }, { "endCharacter": 83, - "endLine": 2618, + "endLine": 2607, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"Unknown | Any | ((value: Unknown, start: SupportsIndex = 0, stop: SupportsIndex = sys.maxsize, /) -> int)\" cannot be assigned to parameter \"target\" of type \"Index[Any]\" in function \"get_indexer\"\n  Type \"Unknown | Any | ((value: Unknown, start: SupportsIndex = 0, stop: SupportsIndex = sys.maxsize, /) -> int)\" is not assignable to type \"Index[Any]\"\n    \"MethodType\" is not assignable to \"Index[Any]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 58, - "startLine": 2618 + "startLine": 2607 }, { "endCharacter": 83, - "endLine": 2618, + "endLine": 2607, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"index\" for class \"NDArray[Unknown]\"\n  Attribute \"index\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 78, - "startLine": 2618 + "startLine": 2607 }, { "endCharacter": 46, - "endLine": 2853, + "endLine": 2842, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"Buffer\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 41, - "startLine": 2853 + "startLine": 2842 }, { "endCharacter": 46, - "endLine": 2853, + "endLine": 2842, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"_NestedSequence[_SupportsArray[dtype[Any]]]\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 41, - "startLine": 2853 + "startLine": 2842 }, { "endCharacter": 46, - "endLine": 2853, + "endLine": 2842, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"_NestedSequence[complex | bytes | str]\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 41, - "startLine": 2853 + "startLine": 2842 }, { "endCharacter": 46, - "endLine": 2853, + "endLine": 2842, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"_SupportsArray[dtype[Any]]\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 41, - "startLine": 2853 + "startLine": 2842 }, { "endCharacter": 46, - "endLine": 2853, + "endLine": 2842, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"bytes\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 41, - "startLine": 2853 + "startLine": 2842 }, { "endCharacter": 46, - "endLine": 2853, + "endLine": 2842, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"complex\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 41, - "startLine": 2853 + "startLine": 2842 }, { "endCharacter": 46, - "endLine": 2853, + "endLine": 2842, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Cannot access attribute \"empty\" for class \"str\"\n  Attribute \"empty\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 41, - "startLine": 2853 + "startLine": 2842 }, { "endCharacter": 41, - "endLine": 2860, + "endLine": 2849, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"ArrayLike\" cannot be assigned to parameter \"features\" of type \"DataFrame\" in function \"_sanitize_pipeline_weights\"\n  Type \"ArrayLike\" is not assignable to type \"DataFrame\"\n    \"Buffer\" is not assignable to \"DataFrame\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 16, - 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"endLine": 3133, + "endLine": 3122, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"Any | None\" cannot be assigned to parameter \"train_weights\" of type \"NDArray[floating[Any]]\" in function \"hp_objective\"\n  Type \"Any | None\" is not assignable to type \"NDArray[floating[Any]]\"\n    \"None\" is not assignable to \"ndarray[_AnyShape, dtype[floating[Any]]]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 20, - "startLine": 3133 + "startLine": 3122 }, { "endCharacter": 32, - "endLine": 3134, + "endLine": 3123, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"Any | None\" cannot be assigned to parameter \"X_validation\" of type \"DataFrame\" in function \"hp_objective\"\n  Type \"Any | None\" is not assignable to type \"DataFrame\"\n    \"None\" is not assignable to \"DataFrame\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 20, - "startLine": 3134 + "startLine": 3123 }, { "endCharacter": 32, - "endLine": 3135, + "endLine": 3124, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"Any | None\" cannot be assigned to parameter \"y_validation\" of type \"DataFrame\" in function \"hp_objective\"\n  Type \"Any | None\" is not assignable to type \"DataFrame\"\n    \"None\" is not assignable to \"DataFrame\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 20, - "startLine": 3135 + "startLine": 3124 }, { "endCharacter": 38, - "endLine": 3136, + "endLine": 3125, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"Any | None\" cannot be assigned to parameter \"validation_weights\" of type \"NDArray[floating[Any]]\" in function \"hp_objective\"\n  Type \"Any | None\" is not assignable to type \"NDArray[floating[Any]]\"\n    \"None\" is not assignable to \"ndarray[_AnyShape, dtype[floating[Any]]]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 20, - 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"endLine": 3479, + "endLine": 3468, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "\"get_pair_dataframe\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 44, - "startLine": 3479 + "startLine": 3468 }, { "endCharacter": 68, - "endLine": 3859, + "endLine": 3848, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Type \"floating[Any] | NDArray[float64]\" is not assignable to return type \"NDArray[floating[Any]]\"\n  Type \"floating[Any] | NDArray[float64]\" is not assignable to type \"NDArray[floating[Any]]\"\n    \"floating[Any]\" is not assignable to \"ndarray[_AnyShape, dtype[floating[Any]]]\"", "rule": "reportReturnType", "severity": "error", "startCharacter": 15, - "startLine": 3855 + "startLine": 3844 }, { "endCharacter": 13, - "endLine": 3888, + "endLine": 3877, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "No overloads for \"cdist\" match the provided arguments", "rule": "reportCallIssue", "severity": "error", "startCharacter": 19, - 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"startLine": 3990 + "startLine": 3979 }, { "endCharacter": 9, - "endLine": 4068, + "endLine": 4057, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "No overloads for \"cdist\" match the provided arguments", "rule": "reportCallIssue", "severity": "error", "startCharacter": 15, - "startLine": 4063 + "startLine": 4052 }, { "endCharacter": 34, - "endLine": 4066, + "endLine": 4055, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"str\" cannot be assigned to parameter \"metric\" of type \"_MetricFunc\" in function \"cdist\"\n  Type \"str\" is not assignable to type \"_MetricFunc\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 19, - "startLine": 4066 + "startLine": 4055 }, { "endCharacter": 99, - "endLine": 4257, + "endLine": 4246, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "No overloads for \"pdist\" match the provided arguments", "rule": "reportCallIssue", "severity": "error", "startCharacter": 12, - "startLine": 4257 + "startLine": 4246 }, { "endCharacter": 79, - "endLine": 4257, + "endLine": 4246, "file": "quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py", "message": "Argument of type \"str\" cannot be assigned to parameter \"metric\" of type \"_MetricFunc\" in function \"pdist\"\n  Type \"str\" is not assignable to type \"_MetricFunc\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 64, - "startLine": 4257 + "startLine": 4246 }, { "endCharacter": 55, @@ -1693,483 +1693,483 @@ }, { "endCharacter": 83, - "endLine": 2530, + "endLine": 2528, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"str\" cannot be assigned to parameter \"key\" of type \"CombinedMetric\" in function \"__getitem__\"\n  Type \"str\" is not assignable to type \"CombinedMetric\"\n    \"str\" is not assignable to type \"Literal['amplitude']\"\n    \"str\" is not assignable to type \"Literal['amplitude_threshold_ratio']\"\n    \"str\" is not assignable to type \"Literal['volume_rate']\"\n    \"str\" is not assignable to type \"Literal['speed']\"\n    \"str\" is not assignable to type \"Literal['efficiency_ratio']\"\n    \"str\" is not assignable to type \"Literal['volume_weighted_efficiency_ratio']\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 58, - "startLine": 2530 + "startLine": 2528 }, { "endCharacter": 38, - "endLine": 3420, + "endLine": 3418, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Cannot access attribute \"__func__\" for class \"FunctionType\"\n  Attribute \"__func__\" is unknown", "rule": "reportFunctionMemberAccess", "severity": "error", "startCharacter": 30, - "startLine": 3420 + "startLine": 3418 }, { "endCharacter": 34, - "endLine": 3422, + "endLine": 3420, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Cannot access attribute \"__func__\" for class \"FunctionType\"\n  Attribute \"__func__\" is unknown", "rule": "reportFunctionMemberAccess", "severity": "error", "startCharacter": 26, - "startLine": 3422 + "startLine": 3420 }, { "endCharacter": 55, - "endLine": 3652, + "endLine": 3650, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"rolling\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 48, - "startLine": 3652 + "startLine": 3650 }, { "endCharacter": 38, - "endLine": 3677, + "endLine": 3675, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"rolling\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 31, - "startLine": 3677 + "startLine": 3675 }, { "endCharacter": 55, - "endLine": 3703, + "endLine": 3701, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"rolling\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 48, - "startLine": 3703 + "startLine": 3701 }, { "endCharacter": 56, - "endLine": 3704, + "endLine": 3702, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"rolling\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 49, - "startLine": 3704 + "startLine": 3702 }, { "endCharacter": 33, - "endLine": 3776, + "endLine": 3774, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"Series[Any] | NDArray[floating[Any]]\" cannot be assigned to parameter \"series\" of type \"Series[Any]\" in function \"calculate_zero_lag\"\n  Type \"Series[Any] | NDArray[floating[Any]]\" is not assignable to type \"Series[Any]\"\n    \"ndarray[_AnyShape, dtype[floating[Any]]]\" is not assignable to \"Series[Any]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 27, - "startLine": 3776 + "startLine": 3774 }, { "endCharacter": 69, - "endLine": 3776, + "endLine": 3774, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Expected 1 more positional argument", "rule": "reportCallIssue", "severity": "error", "startCharacter": 59, - "startLine": 3776 + "startLine": 3774 }, { "endCharacter": 40, - "endLine": 3831, + "endLine": 3829, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"Series[Any] | None\" cannot be assigned to parameter \"series\" of type \"Series[Any]\" in function \"calculate_zero_lag\"\n  Type \"Series[Any] | None\" is not assignable to type \"Series[Any]\"\n    \"None\" is not assignable to \"Series[Any]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 35, - "startLine": 3831 + "startLine": 3829 }, { "endCharacter": 38, - "endLine": 3832, + "endLine": 3830, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"Series[Any] | None\" cannot be assigned to parameter \"series\" of type \"Series[Any]\" in function \"calculate_zero_lag\"\n  Type \"Series[Any] | None\" is not assignable to type \"Series[Any]\"\n    \"None\" is not assignable to \"Series[Any]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 34, - "startLine": 3832 + "startLine": 3830 }, { "endCharacter": 42, - "endLine": 3833, + "endLine": 3831, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"Series[Any] | None\" cannot be assigned to parameter \"series\" of type \"Series[Any]\" in function \"calculate_zero_lag\"\n  Type \"Series[Any] | None\" is not assignable to type \"Series[Any]\"\n    \"None\" is not assignable to \"Series[Any]\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 36, - "startLine": 3833 + "startLine": 3831 }, { "endCharacter": 45, - "endLine": 3835, + "endLine": 3833, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"index\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 40, - "startLine": 3835 + "startLine": 3833 }, { "endCharacter": 33, - "endLine": 3837, + "endLine": 3835, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"iloc\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 29, - "startLine": 3837 + "startLine": 3835 }, { "endCharacter": 31, - "endLine": 3838, + "endLine": 3836, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"iloc\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 27, - "startLine": 3838 + "startLine": 3836 }, { "endCharacter": 48, - "endLine": 3843, + "endLine": 3841, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"index\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 43, - "startLine": 3843 + "startLine": 3841 }, { "endCharacter": 40, - "endLine": 3844, + "endLine": 3842, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"iloc\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 36, - "startLine": 3844 + "startLine": 3842 }, { "endCharacter": 59, - "endLine": 3846, + "endLine": 3844, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Cannot access attribute \"iloc\" for class \"NDArray[Any]\"\n  Attribute \"iloc\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 55, - "startLine": 3846 + "startLine": 3844 }, { "endCharacter": 34, - "endLine": 3848, + "endLine": 3846, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Cannot access attribute \"iloc\" for class \"NDArray[Any]\"\n  Attribute \"iloc\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 30, - "startLine": 3848 + "startLine": 3846 }, { "endCharacter": 51, - "endLine": 3848, + "endLine": 3846, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"iloc\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 47, - "startLine": 3848 + "startLine": 3846 }, { "endCharacter": 72, - "endLine": 3848, + "endLine": 3846, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Cannot access attribute \"iloc\" for class \"NDArray[Any]\"\n  Attribute \"iloc\" is unknown", "rule": "reportAttributeAccessIssue", "severity": "error", "startCharacter": 68, - "startLine": 3848 + "startLine": 3846 }, { "endCharacter": 40, - "endLine": 3915, + "endLine": 3913, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Type \"(Series[Any] | NDArray[floating[Any]], int) -> (Series[Any] | NDArray[floating[Any]])\" is not assignable to declared type \"(series: Unknown, timeperiod: Unknown) -> Series[Any]\"\n  Type \"(Series[Any] | NDArray[floating[Any]], int) -> (Series[Any] | NDArray[floating[Any]])\" is not assignable to type \"(series: Unknown, timeperiod: Unknown) -> Series[Any]\"\n    Missing keyword parameter \"series\"\n    Missing keyword parameter \"timeperiod\"\n      Position-only parameter mismatch; parameter \"series\" is not position-only\n      Position-only parameter mismatch; parameter \"timeperiod\" is not position-only\n      Position-only parameter mismatch; expected 2 but received 0\n      Function return type \"Series[Any] | NDArray[floating[Any]]\" is incompatible with type \"Series[Any]\"\n        Type \"Series[Any] | NDArray[floating[Any]]\" is not assignable to type \"Series[Any]\"\n ...", "rule": "reportAssignmentType", "severity": "error", "startCharacter": 20, - "startLine": 3915 + "startLine": 3913 }, { "endCharacter": 33, - "endLine": 3917, + "endLine": 3915, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Type \"(Series[Any] | NDArray[floating[Any]], int) -> (Series[Any] | NDArray[floating[Any]])\" is not assignable to declared type \"(series: Unknown, timeperiod: Unknown) -> Series[Any]\"\n  Type \"(Series[Any] | NDArray[floating[Any]], int) -> (Series[Any] | NDArray[floating[Any]])\" is not assignable to type \"(series: Unknown, timeperiod: Unknown) -> Series[Any]\"\n    Missing keyword parameter \"series\"\n    Missing keyword parameter \"timeperiod\"\n      Position-only parameter mismatch; parameter \"series\" is not position-only\n      Position-only parameter mismatch; parameter \"timeperiod\" is not position-only\n      Position-only parameter mismatch; expected 2 but received 0\n      Function return type \"Series[Any] | NDArray[floating[Any]]\" is incompatible with type \"Series[Any]\"\n        Type \"Series[Any] | NDArray[floating[Any]]\" is not assignable to type \"Series[Any]\"\n ...", "rule": "reportAssignmentType", "severity": "error", "startCharacter": 16, - "startLine": 3917 + "startLine": 3915 }, { "endCharacter": 35, - "endLine": 3963, + "endLine": 3961, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"to_numpy\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 27, - "startLine": 3963 + "startLine": 3961 }, { "endCharacter": 33, - "endLine": 3964, + "endLine": 3962, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"to_numpy\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 25, - "startLine": 3964 + "startLine": 3962 }, { "endCharacter": 37, - "endLine": 4076, + "endLine": 4074, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"to_numpy\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 29, - "startLine": 4076 + "startLine": 4074 }, { "endCharacter": 35, - "endLine": 4077, + "endLine": 4075, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"to_numpy\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 27, - "startLine": 4077 + "startLine": 4075 }, { "endCharacter": 33, - "endLine": 4078, + "endLine": 4076, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"to_numpy\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 25, - "startLine": 4078 + "startLine": 4076 }, { "endCharacter": 39, - "endLine": 4098, + "endLine": 4096, "file": "quickadapter/user_data/strategies/Utils.py", "message": "\"to_numpy\" is not a known attribute of \"None\"", "rule": "reportOptionalMemberAccess", "severity": "error", "startCharacter": 31, - "startLine": 4098 + "startLine": 4096 }, { "endCharacter": 92, - "endLine": 4457, + "endLine": 4455, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Type \"bool_ | bool\" is not assignable to return type \"bool\"\n  Type \"bool_ | bool\" is not assignable to type \"bool\"\n    \"numpy.bool[builtins.bool]\" is not assignable to \"bool\"", "rule": "reportReturnType", "severity": "error", "startCharacter": 15, - "startLine": 4457 + "startLine": 4455 }, { "endCharacter": 85, - "endLine": 4858, + "endLine": 4856, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"XGBoostPruningCallback\" cannot be assigned to parameter \"object\" of type \"RegressorCallback\" in function \"append\"\n  Type \"XGBoostPruningCallback\" is not assignable to type \"RegressorCallback\"\n    Type \"XGBoostPruningCallback\" is not assignable to type \"(...) -> Any\"\n    \"XGBoostPruningCallback\" is not assignable to \"TrainingCallback\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 16, - "startLine": 4858 + "startLine": 4856 }, { "endCharacter": 29, - "endLine": 4901, + "endLine": 4899, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"list[tuple[DataFrame, DataFrame]] | None\" cannot be assigned to parameter \"eval_set\" of type \"List[_LGBM_ScikitValidSet] | None\" in function \"fit\"\n  Type \"list[tuple[DataFrame, DataFrame]] | None\" is not assignable to type \"List[_LGBM_ScikitValidSet] | None\"\n    Type \"list[tuple[DataFrame, DataFrame]]\" is not assignable to type \"List[_LGBM_ScikitValidSet] | None\"\n      \"list[tuple[DataFrame, DataFrame]]\" is not assignable to \"List[_LGBM_ScikitValidSet]\"\n        Type parameter \"_T@list\" is invariant, but \"tuple[DataFrame, DataFrame]\" is not the same as \"_LGBM_ScikitValidSet\"\n        Consider switching from \"list\" to \"Sequence\" which is covariant\n      \"list[tuple[DataFrame, DataFrame]]\" is not assignable to \"None\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 21, - "startLine": 4901 + "startLine": 4899 }, { "endCharacter": 43, - "endLine": 4902, + "endLine": 4900, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"list[NDArray[floating[Any]]] | None\" cannot be assigned to parameter \"eval_sample_weight\" of type \"List[_LGBM_WeightType] | None\" in function \"fit\"\n  Type \"list[NDArray[floating[Any]]] | None\" is not assignable to type \"List[_LGBM_WeightType] | None\"\n    Type \"list[NDArray[floating[Any]]]\" is not assignable to type \"List[_LGBM_WeightType] | None\"\n      \"list[NDArray[floating[Any]]]\" is not assignable to \"List[_LGBM_WeightType]\"\n        Type parameter \"_T@list\" is invariant, but \"NDArray[floating[Any]]\" is not the same as \"_LGBM_WeightType\"\n        Consider switching from \"list\" to \"Sequence\" which is covariant\n      \"list[NDArray[floating[Any]]]\" is not assignable to \"None\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 31, - "startLine": 4902 + "startLine": 4900 }, { "endCharacter": 62, - "endLine": 4905, + "endLine": 4903, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Argument of type \"list[RegressorCallback] | None\" cannot be assigned to parameter \"callbacks\" of type \"List[(...) -> Unknown] | None\" in function \"fit\"\n  Type \"list[RegressorCallback] | None\" is not assignable to type \"List[(...) -> Unknown] | None\"\n    Type \"list[RegressorCallback]\" is not assignable to type \"List[(...) -> Unknown] | None\"\n      \"list[RegressorCallback]\" is not assignable to \"List[(...) -> Unknown]\"\n        Type parameter \"_T@list\" is invariant, but \"RegressorCallback\" is not the same as \"(...) -> Unknown\"\n        Consider switching from \"list\" to \"Sequence\" which is covariant\n      \"list[RegressorCallback]\" is not assignable to \"None\"", "rule": "reportArgumentType", "severity": "error", "startCharacter": 22, - "startLine": 4905 + "startLine": 4903 }, { "endCharacter": 35, - "endLine": 4927, + "endLine": 4925, "file": "quickadapter/user_data/strategies/Utils.py", "message": "Object of type \"None\" is not subscriptable", "rule": "reportOptionalSubscript", "severity": "error", "startCharacter": 27, - 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THRESHOLD_METHODS, - CustomThresholdMethod, ExtremaSelectionMethod, LabelTransformer, LabelWeightSupportPolicy, SkimageThresholdMethod, - ThresholdMethod, get_label_column_config, ) from numpy.typing import NDArray @@ -666,17 +663,9 @@ class QuickAdapterRegressorV3(BaseRegressionModel): TIMESERIES_GAP_DEFAULT: Final[int] = 0 TIMESERIES_MAX_TRAIN_SIZE_DEFAULT: Final[int | None] = None - _EXTREMA_SELECTION_METHODS_SET: Final[frozenset[ExtremaSelectionMethod]] = frozenset( - EXTREMA_SELECTION_METHODS - ) - _CUSTOM_THRESHOLD_METHODS_SET: Final[frozenset[CustomThresholdMethod]] = frozenset( - CUSTOM_THRESHOLD_METHODS - ) _SKIMAGE_THRESHOLD_METHODS_SET: Final[frozenset[SkimageThresholdMethod]] = frozenset( SKIMAGE_THRESHOLD_METHODS ) - _THRESHOLD_METHODS_SET: Final[frozenset[ThresholdMethod]] = frozenset(THRESHOLD_METHODS) - _OPTUNA_NAMESPACES_SET: Final[frozenset[OptunaNamespace]] = frozenset(_OPTUNA_NAMESPACES) @staticmethod def _coerce_int(value: Any, name: str, *, minimum: int) -> int: diff --git a/quickadapter/user_data/strategies/Utils.py b/quickadapter/user_data/strategies/Utils.py index 1895ae7..5dc592e 100644 --- a/quickadapter/user_data/strategies/Utils.py +++ b/quickadapter/user_data/strategies/Utils.py @@ -1912,27 +1912,25 @@ def compose_sample_weights( logger=logger, context=f"{context}:label_weighted", ) - match on_collapse: - case "raise": - raise LabelWeightSupportError( - f"{context}: composed weights collapsed on surviving rows " - f"(survivor_total={survivor_total:.6g})" - ) - case "fallback": - logger.warning( - "%s: Composed weights collapsed on surviving rows " - "(survivor_total=%.6g); falling back to base weights", - context, - survivor_total, - ) - return sanitize_and_renormalize( - base_weights, - drop_mask=drop_mask, - logger=logger, - context=f"{context}:base_fallback", - ) - case _: - assert_never(on_collapse) + if on_collapse == LABEL_WEIGHT_SUPPORT_POLICIES[1]: # "raise" + raise LabelWeightSupportError( + f"{context}: composed weights collapsed on surviving rows " + f"(survivor_total={survivor_total:.6g})" + ) + if on_collapse == LABEL_WEIGHT_SUPPORT_POLICIES[0]: # "fallback" + logger.warning( + "%s: Composed weights collapsed on surviving rows " + "(survivor_total=%.6g); falling back to base weights", + context, + survivor_total, + ) + return sanitize_and_renormalize( + base_weights, + drop_mask=drop_mask, + logger=logger, + context=f"{context}:base_fallback", + ) + assert_never(on_collapse) def nan_average(