From e756284c67186e8c1dd49606037d75097e048369 Mon Sep 17 00:00:00 2001 From: detlefarend Date: Fri, 14 Feb 2025 14:16:56 +0100 Subject: [PATCH] Refact: Separation of anomaly detection from drift detection #1133 --- ...Anomaly-Detectors_class_diagram.drawio.bkp | 1 + ...nomaly-Detectors_class_diagram.drawio.dtmp | 311 ++++++++++++++++++ ...-OA-Anomaly-Detectors_class_diagram.drawio | 309 ++++++++++++++++- ...-Detectors_class_diagram-Page-1.drawio.png | Bin 326107 -> 0 bytes ...ro-OA-Drift-Detectors_class_diagram.drawio | 24 +- ...A-Drift-Detectors_class_diagram.drawio.png | Bin 0 -> 297266 bytes .../anomalydetectors/anomalies/basics.py | 46 +-- .../streams/tasks/anomalydetectors/basics.py | 90 +++-- .../tasks/anomalydetectors/paga_detectors.py | 65 ++-- .../oa/streams/tasks/driftdetectors/basics.py | 6 - .../tasks/driftdetectors/drifts/basics.py | 8 +- 11 files changed, 730 insertions(+), 130 deletions(-) create mode 100644 doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/anomaly_detectors/images/.$MLPro-OA-Anomaly-Detectors_class_diagram.drawio.bkp create mode 100644 doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/anomaly_detectors/images/.$MLPro-OA-Anomaly-Detectors_class_diagram.drawio.dtmp delete mode 100644 doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/drift_detectors/images/MLPro-OA-Drift-Detectors_class_diagram-Page-1.drawio.png create mode 100644 doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/drift_detectors/images/MLPro-OA-Drift-Detectors_class_diagram.drawio.png diff --git a/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/anomaly_detectors/images/.$MLPro-OA-Anomaly-Detectors_class_diagram.drawio.bkp b/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/anomaly_detectors/images/.$MLPro-OA-Anomaly-Detectors_class_diagram.drawio.bkp new file mode 100644 index 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""" +from datetime import datetime + from mlpro.bf.various import Id from mlpro.bf.plot import Plottable, PlotSettings from mlpro.bf.events import Event @@ -30,8 +36,6 @@ - - ## ------------------------------------------------------------------------------------------------- ## ------------------------------------------------------------------------------------------------- class Anomaly (Id, Event, Plottable): @@ -43,12 +47,12 @@ class Anomaly (Id, Event, Plottable): ---------- p_id : int Anomaly ID. Default value = 0. + p_tstamp : datetime + Time of occurance of anomaly. Default = None. p_instances : Instance List of instances. Default value = None. p_ano_scores : list List of anomaly scores of instances. Default = None. - p_det_time : str - Time of occurance of anomaly. Default = None. p_visualize : bool Boolean switch for visualisation. Default = False. p_raising_object : object @@ -69,21 +73,32 @@ class Anomaly (Id, Event, Plottable): ## ------------------------------------------------------------------------------------------------- def __init__(self, p_id : int = 0, + p_tstamp : datetime = None, p_instances: list[Instance] = None, p_ano_scores : list = None, - p_det_time : str = None, p_visualize : bool = False, p_raising_object : object = None, **p_kwargs): Id.__init__( self, p_id = p_id ) - Event.__init__( self, p_raising_object=p_raising_object, - p_tstamp=p_det_time, **p_kwargs) + + Event.__init__( self, + p_raising_object=p_raising_object, + p_tstamp=p_tstamp, + **p_kwargs ) + Plottable.__init__( self, p_visualize = p_visualize ) self._instances : list[Instance] = p_instances self._ano_scores = p_ano_scores + self._event_id = type(self).__name__ + + +## ------------------------------------------------------------------------------------------------- + def _get_event_id(self) -> str: + return self._event_id + ## ------------------------------------------------------------------------------------------------- def get_instances(self) -> list[Instance]: @@ -98,19 +113,6 @@ def get_instances(self) -> list[Instance]: return self._instances -## ------------------------------------------------------------------------------------------------- - def get_detection_time(self) -> float: - """ - Method that returns the time at which the anomaly/anomalies were detection. - - Returns - ------- - float - The time of detection. - """ - return self._instances - - ## ------------------------------------------------------------------------------------------------- def get_ano_scores(self): """ @@ -124,3 +126,5 @@ def get_ano_scores(self): return self._ano_scores +## ------------------------------------------------------------------------------------------------- + event_id = property( fget = _get_event_id ) \ No newline at end of file diff --git a/src/mlpro/oa/streams/tasks/anomalydetectors/basics.py b/src/mlpro/oa/streams/tasks/anomalydetectors/basics.py index 352c1a244..ceaee797b 100644 --- a/src/mlpro/oa/streams/tasks/anomalydetectors/basics.py +++ b/src/mlpro/oa/streams/tasks/anomalydetectors/basics.py @@ -15,35 +15,33 @@ ## -- 2024-05-22 1.4.0 SK Refactoring ## -- 2024-08-12 1.4.1 DA Correction in AnomalyDetector.update_plot() ## -- 2024-12-11 1.4.2 DA Pseudo classes if matplotlib is not installed +## -- 2025-02-14 1.5.0 DA Review and refactoring ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.4.2 (2024-12-11) +Ver. 1.5.0 (2025-02-12) This module provides templates for anomaly detection to be used in the context of online adaptivity. """ -from typing import List - try: from matplotlib.figure import Figure except: class Figure : pass -from mlpro.bf.math.properties import * +from mlpro.bf.various import Log from mlpro.bf.plot import PlotSettings +from mlpro.bf.math.normalizers import Normalizer from mlpro.bf.streams import InstDict -from mlpro.bf.various import * -from mlpro.bf.plot import * + from mlpro.oa.streams import OAStreamTask -from mlpro.bf.math.normalizers import Normalizer from mlpro.oa.streams.tasks.anomalydetectors.anomalies import Anomaly ## ------------------------------------------------------------------------------------------------- ## ------------------------------------------------------------------------------------------------- -class AnomalyDetector(OAStreamTask): +class AnomalyDetector (OAStreamTask): """ Base class for online anomaly detectors. It raises an event when an anomaly is detected. @@ -66,42 +64,33 @@ class AnomalyDetector(OAStreamTask): Further optional named parameters. """ - C_TYPE = 'Anomaly Detector' - - C_EVENT_ANOMALY_ADDED = 'ANOMALY_ADDED' - C_EVENT_ANOMALY_REMOVED = 'ANOMALY_REMOVED' - - C_PLOT_ACTIVE = True - C_PLOT_STANDALONE = False - -## ------------------------------------------------------------------------------------------------- - def __init__(self, - p_name:str = None, - p_range_max = OAStreamTask.C_RANGE_THREAD, - p_ada : bool = True, - p_duplicate_data : bool = False, - p_visualize : bool = False, - p_logging=Log.C_LOG_ALL, - **p_kwargs): - - super().__init__(p_name = p_name, - p_range_max = p_range_max, - p_ada = p_ada, - p_duplicate_data = p_duplicate_data, - p_visualize = p_visualize, - p_logging = p_logging, - **p_kwargs) + C_TYPE = 'Anomaly Detector' + C_PLOT_ACTIVE = True + C_PLOT_STANDALONE = False + +## ------------------------------------------------------------------------------------------------- + def __init__( self, + p_name:str = None, + p_range_max = OAStreamTask.C_RANGE_THREAD, + p_ada : bool = True, + p_duplicate_data : bool = False, + p_visualize : bool = False, + p_logging=Log.C_LOG_ALL, + **p_kwargs ): + + super().__init__( p_name = p_name, + p_range_max = p_range_max, + p_ada = p_ada, + p_duplicate_data = p_duplicate_data, + p_visualize = p_visualize, + p_logging = p_logging, + **p_kwargs ) - self._ano_id = 0 + self._ano_id : int = 0 self._anomalies = {} self._ano_scores = [] -## ------------------------------------------------------------------------------------------------- - def _run(self, p_inst : InstDict): - pass - - ## ------------------------------------------------------------------------------------------------- def _get_next_anomaly_id(self): """ @@ -117,7 +106,7 @@ def _get_next_anomaly_id(self): ## ------------------------------------------------------------------------------------------------- - def get_anomalies(self): + def get_anomalies(self) -> dict[Anomaly]: """ Method to return the current list of anomalies. @@ -141,13 +130,12 @@ def _buffer_anomaly(self, p_anomaly:Anomaly): Anomaly object to be added. """ - p_anomaly.set_id( p_id = self._get_next_anomaly_id() ) - self._anomalies[p_anomaly.get_id()] = p_anomaly - return p_anomaly + p_anomaly.id = self._get_next_anomaly_id() + self._anomalies[p_anomaly.id] = p_anomaly ## ------------------------------------------------------------------------------------------------- - def remove_anomaly(self, p_anomaly): + def _remove_anomaly(self, p_anomaly): """ Method to remove an existing anomaly. Please use as part of your algorithm. @@ -172,12 +160,14 @@ def _raise_anomaly_event(self, p_anomaly : Anomaly ): Anomaly object to be raised. """ - p_anomaly = self._buffer_anomaly(p_anomaly=p_anomaly) + self._buffer_anomaly(p_anomaly=p_anomaly) if self.get_visualization(): - p_anomaly.init_plot( p_figure=self._figure, p_plot_settings=self.get_plot_settings() ) + p_anomaly.init_plot( p_figure=self._figure, + p_plot_settings=self.get_plot_settings() ) - self._raise_event(p_anomaly.C_TYPE, p_anomaly) + self._raise_event( p_event_id = p_anomaly.event_id, + p_event_object = p_anomaly ) ## ------------------------------------------------------------------------------------------------- @@ -189,7 +179,7 @@ def init_plot(self, p_figure: Figure = None, p_plot_settings: PlotSettings = Non self._plot_ax_ylim = None self._plot_ax_zlim = None - super().init_plot( p_figure=p_figure, p_plot_settings=p_plot_settings) + # super().init_plot( p_figure=p_figure, p_plot_settings=p_plot_settings) for anomaly in self._anomalies.values(): anomaly.init_plot(p_figure=p_figure, p_plot_settings = p_plot_settings) @@ -235,7 +225,7 @@ def remove_plot(self, p_refresh: bool = True): if not self.get_visualization(): return - super().remove_plot(p_refresh=p_refresh) + # super().remove_plot(p_refresh=p_refresh) for anomaly in self._anomalies.values(): anomaly.remove_plot(p_refresh=p_refresh) @@ -252,6 +242,7 @@ def _renormalize(self, p_normalizer: Normalizer): p_normalizer : Normalizer Normalizer object to be applied on task-specific """ + anomaly : Anomaly = None for anomaly in self._anomalies.values(): @@ -259,4 +250,3 @@ def _renormalize(self, p_normalizer: Normalizer): for inst in instances: inst.remormalize( p_normalizer=p_normalizer) - diff --git a/src/mlpro/oa/streams/tasks/anomalydetectors/paga_detectors.py b/src/mlpro/oa/streams/tasks/anomalydetectors/paga_detectors.py index 3af769917..2f5a67f0d 100644 --- a/src/mlpro/oa/streams/tasks/anomalydetectors/paga_detectors.py +++ b/src/mlpro/oa/streams/tasks/anomalydetectors/paga_detectors.py @@ -28,7 +28,7 @@ ## ------------------------------------------------------------------------------------------------- ## ------------------------------------------------------------------------------------------------- -class AnomalyDetectorPAGA(AnomalyDetector): +class AnomalyDetectorPAGA (AnomalyDetector): """ This class implements a ready-to-use detector for point and group anomalies. @@ -50,32 +50,28 @@ class AnomalyDetectorPAGA(AnomalyDetector): Log level (see constants of class Log). Default: Log.C_LOG_ALL p_kwargs : dict Further optional named parameters. - """ C_NAME = 'Anomaly Detector' - C_PLOT_ACTIVE = True - C_PLOT_STANDALONE = False - ## ------------------------------------------------------------------------------------------------- - def __init__(self, - p_group_anomaly_det : bool = True, - p_name:str = None, - p_range_max = StreamTask.C_RANGE_THREAD, - p_ada : bool = True, - p_duplicate_data : bool = False, - p_visualize : bool = False, - p_logging=Log.C_LOG_ALL, - **p_kwargs): - - super().__init__(p_name = p_name, - p_range_max = p_range_max, - p_ada = p_ada, - p_duplicate_data = p_duplicate_data, - p_visualize = p_visualize, - p_logging = p_logging, - **p_kwargs) + def __init__( self, + p_group_anomaly_det : bool = True, + p_name:str = None, + p_range_max = StreamTask.C_RANGE_THREAD, + p_ada : bool = True, + p_duplicate_data : bool = False, + p_visualize : bool = False, + p_logging = Log.C_LOG_ALL, + **p_kwargs ): + + super().__init__( p_name = p_name, + p_range_max = p_range_max, + p_ada = p_ada, + p_duplicate_data = p_duplicate_data, + p_visualize = p_visualize, + p_logging = p_logging, + **p_kwargs ) self.group_anomalies : list[Anomaly] = [] self.group_anomalies_instances : list[Instance] = [] @@ -117,13 +113,14 @@ def _buffer_anomaly(self, p_anomaly): for i in range(2): self.remove_anomaly(self.group_anomalies[i]) + self._ano_id -= 2 - anomaly = GroupAnomaly(p_instances=self.group_anomalies_instances, - p_ano_scores=self.group_ano_scores, p_visualize=self._visualize, - p_raising_object=self, - p_det_time=str(inst_2.get_tstamp())) - anomaly.set_id( p_id = self._get_next_anomaly_id() ) - self._anomalies[anomaly.get_id()] = anomaly + anomaly = GroupAnomaly( p_instances=self.group_anomalies_instances, + p_ano_scores=self.group_ano_scores, p_visualize=self._visualize, + p_raising_object=self, + p_det_time=str(inst_2.get_tstamp()) ) + anomaly.id = self._get_next_anomaly_id() + self._anomalies[anomaly.id] = anomaly self.group_anomalies = [] self.group_anomalies.append(anomaly) return anomaly @@ -148,15 +145,15 @@ def _buffer_anomaly(self, p_anomaly): self.group_anomalies.append(p_anomaly) self.group_anomalies_instances.append(p_anomaly.get_instances()[-1]) self.group_ano_scores.append(p_anomaly.get_ano_scores()) - p_anomaly.set_id( p_id = self._get_next_anomaly_id() ) - self._anomalies[p_anomaly.get_id()] = p_anomaly + p_anomaly.id = self._get_next_anomaly_id() + self._anomalies[p_anomaly.id] = p_anomaly return p_anomaly else: - p_anomaly.set_id( p_id = self._get_next_anomaly_id() ) - self._anomalies[p_anomaly.get_id()] = p_anomaly + p_anomaly.id = self._get_next_anomaly_id() + self._anomalies[p_anomaly.id] = p_anomaly return p_anomaly else: - p_anomaly.set_id( p_id = self._get_next_anomaly_id() ) - self._anomalies[p_anomaly.get_id()] = p_anomaly + p_anomaly.id = self._get_next_anomaly_id() + self._anomalies[p_anomaly.id] = p_anomaly return p_anomaly diff --git a/src/mlpro/oa/streams/tasks/driftdetectors/basics.py b/src/mlpro/oa/streams/tasks/driftdetectors/basics.py index 7126782e1..fa789354b 100644 --- a/src/mlpro/oa/streams/tasks/driftdetectors/basics.py +++ b/src/mlpro/oa/streams/tasks/driftdetectors/basics.py @@ -116,16 +116,10 @@ def _buffer_drift(self, p_drift:Drift): ---------- p_drift : Drift Drift object to be added. - - Returns - ------- - p_drift Drift - Enriched drift object """ p_drift.id = self._get_next_drift_id() self._drifts[p_drift.id] = p_drift - return p_drift ## ------------------------------------------------------------------------------------------------- diff --git a/src/mlpro/oa/streams/tasks/driftdetectors/drifts/basics.py b/src/mlpro/oa/streams/tasks/driftdetectors/drifts/basics.py index 43c56c383..d67e9004a 100644 --- a/src/mlpro/oa/streams/tasks/driftdetectors/drifts/basics.py +++ b/src/mlpro/oa/streams/tasks/driftdetectors/drifts/basics.py @@ -65,8 +65,12 @@ def __init__( self, **p_kwargs): Id.__init__( self, p_id = p_id ) - Event.__init__( self, p_raising_object=p_raising_object, - p_tstamp=p_tstamp, **p_kwargs) + + Event.__init__( self, + p_raising_object=p_raising_object, + p_tstamp=p_tstamp, + **p_kwargs ) + Plottable.__init__( self, p_visualize = p_visualize ) self._drift_status : bool = p_drift_status

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b/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/drift_detectors/images/MLPro-OA-Drift-Detectors_class_diagram.drawio index 3e94fcfa5..cec6402bb 100644 --- a/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/drift_detectors/images/MLPro-OA-Drift-Detectors_class_diagram.drawio +++ b/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/drift_detectors/images/MLPro-OA-Drift-Detectors_class_diagram.drawio @@ -1,6 +1,6 @@ - + - + @@ -54,7 +54,7 @@ - + @@ -68,10 +68,10 @@ - + - + @@ -104,7 +104,7 @@ - + @@ -115,10 +115,10 @@ - + - + @@ -136,12 +136,4 @@ - - - - - - - - diff --git a/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/drift_detectors/images/MLPro-OA-Drift-Detectors_class_diagram.drawio.png b/doc/rtd/content/99_appendices/appendix2/sub/pool/mlpro_oa/streams/tasks/drift_detectors/images/MLPro-OA-Drift-Detectors_class_diagram.drawio.png new file mode 100644 index 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