From bad24c302b63d0380b7d2c2fe8442f78f70bb8b8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jaime=20C=C3=A9spedes=20Sisniega?= Date: Sun, 14 May 2023 10:29:44 +0200 Subject: [PATCH 1/4] Rename DDM Based to Statistical Process Control --- .../concept_drift/streaming/__init__.py | 2 +- .../__init__.py | 2 +- .../base.py | 26 +++++++++---------- .../ddm.py | 10 +++---- .../ecdd.py | 6 ++--- .../eddm.py | 10 +++---- .../hddm.py | 12 ++++----- .../rddm.py | 10 +++---- .../stepd.py | 10 +++---- frouros/tests/integration/test_callback.py | 8 +++--- 10 files changed, 49 insertions(+), 47 deletions(-) rename frouros/detectors/concept_drift/streaming/{ddm_based => statistical_process_control}/__init__.py (85%) rename frouros/detectors/concept_drift/streaming/{ddm_based => statistical_process_control}/base.py (94%) rename frouros/detectors/concept_drift/streaming/{ddm_based => statistical_process_control}/ddm.py (93%) rename frouros/detectors/concept_drift/streaming/{ddm_based => statistical_process_control}/ecdd.py (97%) rename frouros/detectors/concept_drift/streaming/{ddm_based => statistical_process_control}/eddm.py (98%) rename frouros/detectors/concept_drift/streaming/{ddm_based => statistical_process_control}/hddm.py (99%) rename frouros/detectors/concept_drift/streaming/{ddm_based => statistical_process_control}/rddm.py (98%) rename frouros/detectors/concept_drift/streaming/{ddm_based => statistical_process_control}/stepd.py (97%) diff --git a/frouros/detectors/concept_drift/streaming/__init__.py b/frouros/detectors/concept_drift/streaming/__init__.py index b2053c4..a90916e 100644 --- a/frouros/detectors/concept_drift/streaming/__init__.py +++ b/frouros/detectors/concept_drift/streaming/__init__.py @@ -9,7 +9,7 @@ PageHinkley, PageHinkleyConfig, ) -from .ddm_based import ( +from .statistical_process_control import ( DDM, DDMConfig, ECDDWT, diff --git a/frouros/detectors/concept_drift/streaming/ddm_based/__init__.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/__init__.py similarity index 85% rename from frouros/detectors/concept_drift/streaming/ddm_based/__init__.py rename to frouros/detectors/concept_drift/streaming/statistical_process_control/__init__.py index 3d60c10..882d757 100644 --- a/frouros/detectors/concept_drift/streaming/ddm_based/__init__.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/__init__.py @@ -1,4 +1,4 @@ -"""Concept drift DDM based detection methods' init.""" +"""Concept drift SPC (statistical process control) detection methods' init.""" from .ddm import DDM, DDMConfig from .ecdd import ECDDWT, ECDDWTConfig diff --git a/frouros/detectors/concept_drift/streaming/ddm_based/base.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/base.py similarity index 94% rename from frouros/detectors/concept_drift/streaming/ddm_based/base.py rename to frouros/detectors/concept_drift/streaming/statistical_process_control/base.py index 5b388fa..7a092c7 100644 --- a/frouros/detectors/concept_drift/streaming/ddm_based/base.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/base.py @@ -1,4 +1,4 @@ -"""Supervised DDM based base module.""" +"""Concept drift SPC (statistical process control) base module.""" import abc from typing import Dict, List, Optional, Tuple, Union @@ -14,8 +14,8 @@ from frouros.utils.stats import Mean -class DDMBaseConfig(ConceptDriftStreamingBaseConfig): - """Class representing a DDM based configuration class.""" +class SPCBaseConfig(ConceptDriftStreamingBaseConfig): + """Class representing a SPC configuration class.""" def __init__( self, @@ -82,20 +82,20 @@ def warning_level(self, value: float) -> None: self._warning_level = value -class DDMBased(ConceptDriftStreamingBase): - """Abstract class representing a DDM based estimator.""" +class SPCBase(ConceptDriftStreamingBase): + """Abstract class representing an SPC estimator.""" - config_type = DDMBaseConfig + config_type = SPCBaseConfig def __init__( self, - config: Optional[DDMBaseConfig] = None, + config: Optional[SPCBaseConfig] = None, callbacks: Optional[Union[Callback, List[Callback]]] = None, ) -> None: """Init method. :param config: configuration parameters - :type config: Optional[DDMBaseConfig] + :type config: Optional[SPCBaseConfig] :param callbacks: callbacks :type callbacks: Optional[Union[Callback, List[Callback]]] """ @@ -145,20 +145,20 @@ def _update(self, value: Union[int, float], **kwargs) -> None: pass -class DDMErrorBased(DDMBased): - """Abstract class representing a DDM error based estimator.""" +class SPCErrorBase(SPCBase): + """Abstract class representing a SPC error estimator.""" - config_type = DDMBaseConfig + config_type = SPCBaseConfig def __init__( self, - config: Optional[DDMBaseConfig] = None, + config: Optional[SPCBaseConfig] = None, callbacks: Optional[Union[Callback, List[Callback]]] = None, ) -> None: """Init method. :param config: configuration parameters - :type config: Optional[DDMBaseConfig] + :type config: Optional[SPCBaseConfig] :param callbacks: callbacks :type callbacks: Optional[Union[Callback, List[Callback]]] """ diff --git a/frouros/detectors/concept_drift/streaming/ddm_based/ddm.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/ddm.py similarity index 93% rename from frouros/detectors/concept_drift/streaming/ddm_based/ddm.py rename to frouros/detectors/concept_drift/streaming/statistical_process_control/ddm.py index b7c3acd..a6ec22f 100644 --- a/frouros/detectors/concept_drift/streaming/ddm_based/ddm.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/ddm.py @@ -3,13 +3,13 @@ from contextlib import suppress from typing import Union -from frouros.detectors.concept_drift.streaming.ddm_based.base import ( - DDMBaseConfig, - DDMErrorBased, +from frouros.detectors.concept_drift.streaming.statistical_process_control.base import ( + SPCBaseConfig, + SPCErrorBase, ) -class DDMConfig(DDMBaseConfig): +class DDMConfig(SPCBaseConfig): """DDM (Drift detection method) [gama2004learning]_ configuration. :References: @@ -22,7 +22,7 @@ class DDMConfig(DDMBaseConfig): """ -class DDM(DDMErrorBased): +class DDM(SPCErrorBase): """DDM (Drift detection method) [gama2004learning]_ detector. :References: diff --git a/frouros/detectors/concept_drift/streaming/ddm_based/ecdd.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/ecdd.py similarity index 97% rename from frouros/detectors/concept_drift/streaming/ddm_based/ecdd.py rename to frouros/detectors/concept_drift/streaming/statistical_process_control/ecdd.py index c50712f..c4cce43 100644 --- a/frouros/detectors/concept_drift/streaming/ddm_based/ecdd.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/ecdd.py @@ -5,8 +5,8 @@ import numpy as np # type: ignore from frouros.callbacks import Callback -from frouros.detectors.concept_drift.streaming.ddm_based.base import ( - DDMBased, +from frouros.detectors.concept_drift.streaming.statistical_process_control.base import ( + SPCBase, ECDDBaseConfig, ) from frouros.utils.stats import EWMA, Mean @@ -23,7 +23,7 @@ class ECDDWTConfig(ECDDBaseConfig): """ -class ECDDWT(DDMBased): +class ECDDWT(SPCBase): """ECDDWT (EWMA Concept Drift Detection Warning) [ross2012exponentially]_ detector. :References: diff --git a/frouros/detectors/concept_drift/streaming/ddm_based/eddm.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/eddm.py similarity index 98% rename from frouros/detectors/concept_drift/streaming/ddm_based/eddm.py rename to frouros/detectors/concept_drift/streaming/statistical_process_control/eddm.py index 8fe3128..2e08715 100644 --- a/frouros/detectors/concept_drift/streaming/ddm_based/eddm.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/eddm.py @@ -6,13 +6,13 @@ import numpy as np # type: ignore from frouros.callbacks import Callback -from frouros.detectors.concept_drift.streaming.ddm_based.base import ( - DDMBaseConfig, - DDMBased, +from frouros.detectors.concept_drift.streaming.statistical_process_control.base import ( + SPCBaseConfig, + SPCBase, ) -class EDDMConfig(DDMBaseConfig): +class EDDMConfig(SPCBaseConfig): """EDDM (Early drift detection method) [baena2006early]_ configuration. :References: @@ -133,7 +133,7 @@ def min_num_misclassified_instances(self, value: int) -> None: self._min_num_misclassified_instances = value -class EDDM(DDMBased): +class EDDM(SPCBase): """EDDM (Early drift detection method) [baena2006early]_ detector. :References: diff --git a/frouros/detectors/concept_drift/streaming/ddm_based/hddm.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/hddm.py similarity index 99% rename from frouros/detectors/concept_drift/streaming/ddm_based/hddm.py rename to frouros/detectors/concept_drift/streaming/statistical_process_control/hddm.py index 8f648b3..2969461 100644 --- a/frouros/detectors/concept_drift/streaming/ddm_based/hddm.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/hddm.py @@ -6,14 +6,14 @@ import numpy as np # type: ignore from frouros.callbacks import Callback -from frouros.detectors.concept_drift.streaming.ddm_based.base import ( - DDMBaseConfig, - DDMBased, +from frouros.detectors.concept_drift.streaming.statistical_process_control.base import ( + SPCBaseConfig, + SPCBase, ) from frouros.utils.stats import EWMA, Mean -class HDDMBaseConfig(DDMBaseConfig): +class HDDMBaseConfig(SPCBaseConfig): """HDDM (Hoeffding's drift detection method) [frias2014online]_ configuration. :References: @@ -318,7 +318,7 @@ def update_cut_point(self, epsilon_z: float) -> None: self.y = copy.deepcopy(self.z) -class HDDMA(DDMBased): +class HDDMA(SPCBase): """HDDM-A (Hoeffding's drift detection method with A-Test) [frias2014online]_ detector. :References: @@ -614,7 +614,7 @@ def update_stats(self, value: float, alpha: float) -> None: self.sample_decrease_2.update(value=value) -class HDDMW(DDMBased): +class HDDMW(SPCBase): """HDDM-W (Hoeffding's drift detection method with W-Test) [frias2014online]_ detector. :References: diff --git a/frouros/detectors/concept_drift/streaming/ddm_based/rddm.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/rddm.py similarity index 98% rename from frouros/detectors/concept_drift/streaming/ddm_based/rddm.py rename to frouros/detectors/concept_drift/streaming/statistical_process_control/rddm.py index ccd195d..915025b 100644 --- a/frouros/detectors/concept_drift/streaming/ddm_based/rddm.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/rddm.py @@ -3,15 +3,15 @@ from typing import List, Optional, Union from frouros.callbacks import Callback -from frouros.detectors.concept_drift.streaming.ddm_based.base import ( - DDMBaseConfig, - DDMErrorBased, +from frouros.detectors.concept_drift.streaming.statistical_process_control.base import ( + SPCBaseConfig, + SPCErrorBase, ) from frouros.utils.data_structures import CircularQueue from frouros.utils.stats import Mean -class RDDMConfig(DDMBaseConfig): +class RDDMConfig(SPCBaseConfig): """RDDM (Reactive Drift detection method) [barros2017rddm]_ configuration. :References: @@ -110,7 +110,7 @@ def max_num_instances_warning(self, value: int) -> None: self._max_num_instances_warning = value -class RDDM(DDMErrorBased): +class RDDM(SPCErrorBase): """RDDM (Reactive Drift detection method) [barros2017rddm]_ detector. :References: diff --git a/frouros/detectors/concept_drift/streaming/ddm_based/stepd.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/stepd.py similarity index 97% rename from frouros/detectors/concept_drift/streaming/ddm_based/stepd.py rename to frouros/detectors/concept_drift/streaming/statistical_process_control/stepd.py index a79182a..09f282c 100644 --- a/frouros/detectors/concept_drift/streaming/ddm_based/stepd.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/stepd.py @@ -6,14 +6,14 @@ from scipy.stats import norm # type: ignore from frouros.callbacks import Callback -from frouros.detectors.concept_drift.streaming.ddm_based.base import ( - DDMBaseConfig, - DDMBased, +from frouros.detectors.concept_drift.streaming.statistical_process_control.base import ( + SPCBaseConfig, + SPCBase, ) from frouros.utils.data_structures import AccuracyQueue -class STEPDConfig(DDMBaseConfig): +class STEPDConfig(SPCBaseConfig): """STEPD (Statistical test of equal proportions) [nishida2007detecting]_ configuration. :References: @@ -88,7 +88,7 @@ def alpha_w(self, value: float) -> None: self._alpha_w = value -class STEPD(DDMBased): +class STEPD(SPCBase): """STEPD (Statistical test of equal proportions) [nishida2007detecting]_ detector. :References: diff --git a/frouros/tests/integration/test_callback.py b/frouros/tests/integration/test_callback.py index 08f6cf8..fc5ae50 100644 --- a/frouros/tests/integration/test_callback.py +++ b/frouros/tests/integration/test_callback.py @@ -30,7 +30,9 @@ STEPD, ) from frouros.detectors.concept_drift.base import ConceptDriftBase -from frouros.detectors.concept_drift.streaming.ddm_based.base import DDMBased +from frouros.detectors.concept_drift.streaming.statistical_process_control.base import ( + SPCBase, +) from frouros.detectors.data_drift.batch import ( BhattacharyyaDistance, CVMTest, @@ -194,7 +196,7 @@ def _fit_model(model, X, y): # noqa: N803 def test_streaming_warning_samples_buffer_on_concept_drift( dataset_simple: Tuple[Tuple[np.ndarray, np.ndarray], Tuple[np.ndarray, np.ndarray]], model: sklearn.pipeline.Pipeline, - detector_class: DDMBased, + detector_class: SPCBase, ): """Test streaming warning samples buffer on concept drift callback. @@ -203,7 +205,7 @@ def test_streaming_warning_samples_buffer_on_concept_drift( :param model: trained model :type model: sklearn.pipeline.Pipeline :param detector_class: concept drift detector - :type detector_class: DDMBased + :type detector_class: SPCBase """ _, test = dataset_simple # noqa: N806 From e2a0a0fd2396cece2461e71d21ac3a6dbe6fa9bf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jaime=20C=C3=A9spedes=20Sisniega?= Date: Sun, 14 May 2023 11:05:54 +0200 Subject: [PATCH 2/4] Move STEPD to Window Based --- frouros/detectors/concept_drift/streaming/__init__.py | 4 ++-- .../streaming/statistical_process_control/__init__.py | 3 --- .../concept_drift/streaming/window_based/__init__.py | 4 ++++ .../stepd.py | 10 +++++----- frouros/tests/integration/test_callback.py | 1 - 5 files changed, 11 insertions(+), 11 deletions(-) rename frouros/detectors/concept_drift/streaming/{statistical_process_control => window_based}/stepd.py (97%) diff --git a/frouros/detectors/concept_drift/streaming/__init__.py b/frouros/detectors/concept_drift/streaming/__init__.py index a90916e..fd269a1 100644 --- a/frouros/detectors/concept_drift/streaming/__init__.py +++ b/frouros/detectors/concept_drift/streaming/__init__.py @@ -22,14 +22,14 @@ HDDMWConfig, RDDM, RDDMConfig, - STEPD, - STEPDConfig, ) from .window_based import ( ADWIN, ADWINConfig, KSWIN, KSWINConfig, + STEPD, + STEPDConfig, ) __all__ = [ diff --git a/frouros/detectors/concept_drift/streaming/statistical_process_control/__init__.py b/frouros/detectors/concept_drift/streaming/statistical_process_control/__init__.py index 882d757..5ad5a51 100644 --- a/frouros/detectors/concept_drift/streaming/statistical_process_control/__init__.py +++ b/frouros/detectors/concept_drift/streaming/statistical_process_control/__init__.py @@ -5,7 +5,6 @@ from .eddm import EDDM, EDDMConfig from .hddm import HDDMA, HDDMAConfig, HDDMW, HDDMWConfig from .rddm import RDDM, RDDMConfig -from .stepd import STEPD, STEPDConfig __all__ = [ "DDM", @@ -18,8 +17,6 @@ "HDDMAConfig", "HDDMW", "HDDMWConfig", - "STEPD", - "STEPDConfig", "RDDM", "RDDMConfig", ] diff --git a/frouros/detectors/concept_drift/streaming/window_based/__init__.py b/frouros/detectors/concept_drift/streaming/window_based/__init__.py index 699c128..ebbd054 100644 --- a/frouros/detectors/concept_drift/streaming/window_based/__init__.py +++ b/frouros/detectors/concept_drift/streaming/window_based/__init__.py @@ -2,10 +2,14 @@ from .adwin import ADWIN, ADWINConfig from .kswin import KSWIN, KSWINConfig +from .stepd import STEPD, STEPDConfig + __all__ = [ "ADWIN", "ADWINConfig", "KSWIN", "KSWINConfig", + "STEPD", + "STEPDConfig", ] diff --git a/frouros/detectors/concept_drift/streaming/statistical_process_control/stepd.py b/frouros/detectors/concept_drift/streaming/window_based/stepd.py similarity index 97% rename from frouros/detectors/concept_drift/streaming/statistical_process_control/stepd.py rename to frouros/detectors/concept_drift/streaming/window_based/stepd.py index 09f282c..4212d6e 100644 --- a/frouros/detectors/concept_drift/streaming/statistical_process_control/stepd.py +++ b/frouros/detectors/concept_drift/streaming/window_based/stepd.py @@ -6,14 +6,14 @@ from scipy.stats import norm # type: ignore from frouros.callbacks import Callback -from frouros.detectors.concept_drift.streaming.statistical_process_control.base import ( - SPCBaseConfig, - SPCBase, +from frouros.detectors.concept_drift.streaming.window_based.base import ( + WindowBaseConfig, + WindowBased, ) from frouros.utils.data_structures import AccuracyQueue -class STEPDConfig(SPCBaseConfig): +class STEPDConfig(WindowBaseConfig): """STEPD (Statistical test of equal proportions) [nishida2007detecting]_ configuration. :References: @@ -88,7 +88,7 @@ def alpha_w(self, value: float) -> None: self._alpha_w = value -class STEPD(SPCBase): +class STEPD(WindowBased): """STEPD (Statistical test of equal proportions) [nishida2007detecting]_ detector. :References: diff --git a/frouros/tests/integration/test_callback.py b/frouros/tests/integration/test_callback.py index fc5ae50..47f4eb8 100644 --- a/frouros/tests/integration/test_callback.py +++ b/frouros/tests/integration/test_callback.py @@ -190,7 +190,6 @@ def _fit_model(model, X, y): # noqa: N803 HDDMA, HDDMW, RDDM, - STEPD, ], # pylint: disable=too-many-locals ) def test_streaming_warning_samples_buffer_on_concept_drift( From 8d7a47e6d180393370dd48188bb42fcb0dd781b9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jaime=20C=C3=A9spedes=20Sisniega?= Date: Thu, 18 May 2023 18:38:12 +0200 Subject: [PATCH 3/4] Update detectors image --- docs/source/images/detectors.png | Bin 90211 -> 90099 bytes images/detectors.png | Bin 90211 -> 90099 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/docs/source/images/detectors.png b/docs/source/images/detectors.png index 088a7f8664854b90ee0161cb39255844187dc2c9..feb2ce96ca7aeb5f4861c40a8ccade585230237b 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.../streaming/window_based/stepd.py | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/frouros/detectors/concept_drift/streaming/window_based/stepd.py b/frouros/detectors/concept_drift/streaming/window_based/stepd.py index 4212d6e..e804779 100644 --- a/frouros/detectors/concept_drift/streaming/window_based/stepd.py +++ b/frouros/detectors/concept_drift/streaming/window_based/stepd.py @@ -122,10 +122,29 @@ def __init__( "window_accuracy": AccuracyQueue(max_len=self.config.min_num_instances), **self.additional_vars, # type: ignore } + self.warning = False self._set_additional_vars_callback() self._min_num_instances = 2 * self.config.min_num_instances self._distribution = norm() + @property + def warning(self) -> bool: + """Warning property. + + :return: warning + :rtype: bool + """ + return self._warning + + @warning.setter + def warning(self, value: bool) -> None: + """Warning setter. + + :param value: value to be set + :type value: bool + """ + self._warning = value + @property def correct_total(self) -> int: """Number of correct labels property.

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