From 09bf2d4205cbe460ef3fc0fdb194cbf5fb34ee59 Mon Sep 17 00:00:00 2001 From: detlefarend Date: Thu, 6 Jun 2024 08:45:07 +0200 Subject: [PATCH 1/5] BF: General systematics for properties (and their derivatives) #943 --- src/mlpro/bf/math/properties.py | 75 +++++++++++++++++++++++++++------ 1 file changed, 62 insertions(+), 13 deletions(-) diff --git a/src/mlpro/bf/math/properties.py b/src/mlpro/bf/math/properties.py index d5ac9bd0f..683f86fc3 100644 --- a/src/mlpro/bf/math/properties.py +++ b/src/mlpro/bf/math/properties.py @@ -31,10 +31,11 @@ ## -- 2024-05-31 1.0.0 DA New class MultiProperty ## -- 2024-06-03 1.0.1 DA Method Properties.update_plot(): changed order of plotting ## -- 2024-06-05 1.1.0 DA New method Properties.replace_property() +## -- 2024-06-06 1.2.0 DA New custom method Properties._update_property_links() ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.1.0 (2024-06-05) +Ver. 1.2.0 (2024-06-06) This module provides a systematics for enriched managed properties. MLPro's enriched properties store any data like class attributes and they can be used like class attributes. They extend the @@ -273,6 +274,7 @@ def __init__( self, self._properties = {} self.add_properties( p_property_definitions = self.C_PROPERTIES, p_visualize = p_visualize ) self.add_properties( p_property_definitions = p_properties, p_visualize = p_visualize ) + self._update_property_links() Plottable.__init__( self, p_visualize = p_visualize ) @@ -307,7 +309,7 @@ def add_property( self, p_derivative_order_max = p_derivative_order_max, p_value_prev = p_value_prev, p_visualize = p_visualize ) - self._properties[p_name] = prop_obj + self._properties[p_name] = (prop_obj, False) setattr(self, p_name, prop_obj ) @@ -350,17 +352,64 @@ def get_properties(self): ## ------------------------------------------------------------------------------------------------- def replace_property(self, p_property : Property ): + """ + This method (re-)assigns the top-level attibute self.[p_property.name] with the property object + p_property. + + Parameters + ---------- + p_property : Property + New property object to be assigned. + """ + setattr(self, p_property.name, p_property) - self._properties[p_property.name] = p_property + self._properties[p_property.name] = (p_property, False) + self._update_property_links() + + +## ------------------------------------------------------------------------------------------------- + def _link_property(self, p_attr : str, p_prop : Property): + """ + This method enables internal linking of properties. This is helpful if key information of + deep properties shall be provided as top-level attributes in self. After calling this method + an attributeself.[p_attr] is available that is linked to the sub-attribute p_prop.[p_attr]. + A former attribute self.[attr] is overwritten. + + Parameters + ---------- + p_attr : str + Name of the top level attribute linked to a deeper sub-property of property p_prop. + p_prop : Property + Deep property with a sub-property named p_attr. + """ + + attr_src = getattr(p_prop, p_attr) + attr_dest = getattr(self, p_attr) + attr_src._derivative_order_max = attr_dest._derivative_order_max + setattr(self, p_attr, attr_src) + + # Mark top-level attribute as link + self._properties[p_attr] = (attr_dest, True) + +## ------------------------------------------------------------------------------------------------- + def _update_property_links(self): + """ + Custom method to define internal property links. Use method _link_property() to describe + link relations. This method is automatically called by the contructor and method replace_property(). + """ + + pass + ## ------------------------------------------------------------------------------------------------- def set_plot_settings(self, p_plot_settings : PlotSettings ): Plottable.set_plot_settings( self, p_plot_settings = p_plot_settings ) - for prop in self.get_properties().values(): - prop.set_plot_settings( p_plot_settings = p_plot_settings ) + for (prop, link) in self.get_properties().values(): + if not link: + prop.set_plot_settings( p_plot_settings = p_plot_settings ) ## ------------------------------------------------------------------------------------------------- @@ -370,8 +419,8 @@ def init_plot(self, p_figure: Figure = None, p_plot_settings: PlotSettings = Non Plottable.init_plot(self, p_figure = p_figure, p_plot_settings = p_plot_settings ) - for prop in self.get_properties().values(): - prop.init_plot( p_figure = self._figure, p_plot_settings = p_plot_settings) + for (prop, link) in self.get_properties().values(): + if not link: prop.init_plot( p_figure = self._figure, p_plot_settings = p_plot_settings) ## ------------------------------------------------------------------------------------------------- @@ -379,8 +428,8 @@ def update_plot( self, **p_kwargs ): if not self.get_visualization(): return - for prop in self.get_properties().values(): - prop.update_plot(**p_kwargs) + for (prop, link) in self.get_properties().values(): + if not link: prop.update_plot(**p_kwargs) Plottable.update_plot(self, **p_kwargs ) @@ -390,8 +439,8 @@ def remove_plot(self, p_refresh:bool = True): if not self.get_visualization(): return - for prop in self.get_properties().values(): - prop.remove_plot( p_refresh = False) + for (prop, link) in self.get_properties().values(): + if not link: prop.remove_plot( p_refresh = False) Plottable.remove_plot(self, p_refresh = p_refresh ) @@ -399,8 +448,8 @@ def remove_plot(self, p_refresh:bool = True): ## ------------------------------------------------------------------------------------------------- def renormalize(self, p_normalizer : Normalizer ): - for prop in self.get_properties().values(): - prop.renormalize( p_normalizer = p_normalizer ) + for (prop, link) in self.get_properties().values(): + if not link: prop.renormalize( p_normalizer = p_normalizer ) From d87d4f2eb7a2fa825400360d23330876ac89ef14 Mon Sep 17 00:00:00 2001 From: detlefarend Date: Thu, 6 Jun 2024 14:08:25 +0200 Subject: [PATCH 2/5] OA: Design updates on cluster analysis #1015 --- .../streams/tasks/clusteranalyzers/basics.py | 29 ++++++++++--------- 1 file changed, 15 insertions(+), 14 deletions(-) diff --git a/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py b/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py index 9fb2fd89e..19a5c3012 100644 --- a/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py +++ b/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py @@ -30,14 +30,16 @@ ## -- 2024-05-27 1.0.0 DA Initial design finished ## -- 2024-05-28 1.0.1 DA Bugfix in ClusterAnalyzer.new_cluster_allowed() ## -- 2024-06-05 1.0.2 DA Bugfix in ClusterAnalyzer.get_cluster_membership() +## -- 2024-06-06 1.1.0 DA New method ClusterAnalyzer._get_next_cluster_id() ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.0.2 (2024-06-05) +Ver. 1.1.0 (2024-06-06) This module provides templates for cluster analysis to be used in the context of online adaptivity. """ + from matplotlib.figure import Figure from mlpro.bf.math.properties import * from mlpro.bf.mt import PlotSettings @@ -141,6 +143,7 @@ def __init__( self, self._cls_cluster = p_cls_cluster self._clusters = {} self._cluster_limit = p_cluster_limit + self._next_cluster_id : ClusterId = -1 self._cluster_properties : PropertyDefinitions = self.C_CLUSTER_PROPERTIES.copy() self._cluster_properties_dict = {} @@ -216,31 +219,29 @@ def get_clusters(self) -> dict[Cluster]: return self._clusters +## ------------------------------------------------------------------------------------------------- + def _get_next_cell_id(self) -> ClusterId: + self._next_cluster_id += 1 + return self._next_cluster_id + + ## ------------------------------------------------------------------------------------------------- def _add_cluster(self, p_cluster:Cluster) -> bool: """ - Protected method to be used to add a new cluster. Please use as part of your algorithm. + Protected method to be used to add a new cluster. Please use as part of your algorithm. + Please use method new_cluster_allowed() before adding a cluster. Parameters ---------- p_cluster : Cluster Cluster object to be added. - - Returns - ------- - successful : Bool - True, if the cluster has been added successfully. False otherwise. """ - if not self.new_cluster_allowed(): return False - - self._clusters[p_cluster.get_id()] = p_cluster + self._clusters[p_cluster.id] = p_cluster if self.get_visualization(): p_cluster.init_plot( p_figure=self._figure, p_plot_settings=self.get_plot_settings() ) - return True - ## ------------------------------------------------------------------------------------------------- def _remove_cluster(self, p_cluster:Cluster): @@ -254,7 +255,7 @@ def _remove_cluster(self, p_cluster:Cluster): """ p_cluster.remove_plot(p_refresh=True) - del self._clusters[p_cluster.get_id()] + del self._clusters[p_cluster.id] ## ------------------------------------------------------------------------------------------------- @@ -311,7 +312,7 @@ def get_cluster_memberships( self, for ms_abs in list_ms_abs: ms_rel = ms_abs[1] / sum_ms - list_ms_rel.append( ( ms_abs[0].get_id(), ms_rel, ms_abs[0] ) ) + list_ms_rel.append( ( ms_abs[0].id, ms_rel, ms_abs[0] ) ) return list_ms_rel From fc45000916758dd4d52a12475681ed4c3f9cc1a2 Mon Sep 17 00:00:00 2001 From: detlefarend Date: Sat, 8 Jun 2024 12:21:49 +0200 Subject: [PATCH 3/5] OA: Design updates on cluster analysis #1015 --- ...Cluster_Analyzers_class_diagram.drawio.bkp | 1 - ...luster_Analyzers_class_diagram.drawio.dtmp | 1 - ..._Detectors_class_diagram - Copy.drawio.bkp | 1 - ...Anomaly_Detectors_class_diagram.drawio.bkp | 1 - ...nomaly_Detectors_class_diagram.drawio.dtmp | 1 - ...-OA-Cluster_Analyzers_class_diagram.drawio | 2 +- ...Cluster_Analyzers_class_diagram.drawio.png | Bin 495579 -> 562927 bytes .../streams/tasks/clusteranalyzers/basics.py | 167 +++++++++++++----- .../tasks/clusteranalyzers/clusters/basics.py | 39 +++- .../clusteranalyzers/clusters/centroid.py | 33 ++-- ...al_properties_with_implicite_time_index.py | 13 +- ...rties_with_explicite_integer_time_index.py | 13 +- ...roperties_with_explicite_datetime_index.py | 16 +- ...al_properties_with_implicite_time_index.py | 19 +- 14 files changed, 204 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\ No newline at end of file diff --git a/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA-Cluster_Analyzers_class_diagram.drawio.dtmp b/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA-Cluster_Analyzers_class_diagram.drawio.dtmp deleted file mode 100644 index c0429a5c7..000000000 --- a/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA-Cluster_Analyzers_class_diagram.drawio.dtmp +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA_Anomaly_Detectors_class_diagram.drawio.bkp b/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA_Anomaly_Detectors_class_diagram.drawio.bkp deleted file mode 100644 index c131c4090..000000000 --- a/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA_Anomaly_Detectors_class_diagram.drawio.bkp +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA_Anomaly_Detectors_class_diagram.drawio.dtmp b/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA_Anomaly_Detectors_class_diagram.drawio.dtmp deleted file mode 100644 index c8e85b199..000000000 --- a/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/.$MLPro-OA_Anomaly_Detectors_class_diagram.drawio.dtmp +++ /dev/null @@ -1 +0,0 @@ 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nZJBD4IgFMc/DXeE1eyaWV06eejMhIQNfQ5pUp8+TciYB1cbG9uPH+/PewPRrHYnw1p5AS40Ipg7RA+IkATv0mEbyWMiKfGgMop7aQaFeopw09O74qKLRAugrWpjWELTiNJGjBkDfazdQMepLavEAhQl00t6VdxK38UGz/wsVCVDcoL9Sc2C7EEnGYf+C9EckS0i1DFE92hk8aKZAbCrWpBrlwk9Dj/Mdco9/l/g07sRjf2tJs0Ga+X5byf6ODR/AQ== \ No newline at end of file diff --git a/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/MLPro-OA-Cluster_Analyzers_class_diagram.drawio b/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/MLPro-OA-Cluster_Analyzers_class_diagram.drawio index 99a5918f6..51fb83079 100644 --- a/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/MLPro-OA-Cluster_Analyzers_class_diagram.drawio +++ b/doc/rtd/content/99_appendices/appendix2/sub/core/mlpro_oa/streams/tasks/images/MLPro-OA-Cluster_Analyzers_class_diagram.drawio @@ -1 +1 @@ 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19a5c3012..5877bf123 100644 --- a/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py +++ b/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py @@ -31,12 +31,16 @@ ## -- 2024-05-28 1.0.1 DA Bugfix in ClusterAnalyzer.new_cluster_allowed() ## -- 2024-06-05 1.0.2 DA Bugfix in ClusterAnalyzer.get_cluster_membership() ## -- 2024-06-06 1.1.0 DA New method ClusterAnalyzer._get_next_cluster_id() +## -- 2024-06-08 1.2.0 DA Refactoring class ClusterAnalyzer: +## -- - renamed attributes C_MS_SCOPE_* to C_RESULT_SCOPE_* +## -- - new method _get_cluster_relations() +## -- - new method get_cluster_influences() ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.1.0 (2024-06-06) +Ver. 1.2.0 (2024-06-08) -This module provides templates for cluster analysis to be used in the context of online adaptivity. +This module provides a template class for online cluster analysis. """ @@ -48,12 +52,12 @@ from mlpro.bf.plot import * from mlpro.oa.streams import OATask from mlpro.bf.math.normalizers import Normalizer -from mlpro.oa.streams.tasks.clusteranalyzers.clusters import Cluster, ClusterId, MembershipValue +from mlpro.oa.streams.tasks.clusteranalyzers.clusters import Cluster, ClusterId from typing import List, Tuple -MembershipItem = Tuple[ClusterId, MembershipValue, object] +ResultItem = Tuple[ClusterId, float, object] @@ -93,29 +97,29 @@ class ClusterAnalyzer (OATask): Attributes ---------- - C_MS_SCOPE_ALL : int = 0 - Membership scope, that includes all clusters - C_MS_SCOPE_NONZERO : int = 1 - Membership scope, that includes just clusters with membership values > 0 - C_MS_SCOPE_MAX : int = 2 - Membership scope, that includes just the cluster with the highest membership value. + C_RESULT_SCOPE_ALL : int = 0 + Result scope, that includes all clusters + C_RESULT_SCOPE_NONZERO : int = 1 + Result scope, that includes just clusters with result values > 0 + C_RESULT_SCOPE_MAX : int = 2 + Result scope, that includes just the cluster with the highest result value. C_CLUSTER_PROPERTIES : PropertyDefinitions List of cluster properties supported/maintained by the algorithm. These properties are handed over to each new cluster. """ - C_TYPE = 'Cluster Analyzer' + C_TYPE = 'Cluster Analyzer' - C_EVENT_CLUSTER_ADDED = 'CLUSTER_ADDED' - C_EVENT_CLUSTER_REMOVED = 'CLUSTER_REMOVED' + C_EVENT_CLUSTER_ADDED = 'CLUSTER_ADDED' + C_EVENT_CLUSTER_REMOVED = 'CLUSTER_REMOVED' - C_PLOT_ACTIVE = True - C_PLOT_STANDALONE = False + C_PLOT_ACTIVE = True + C_PLOT_STANDALONE = False - # Possible membership scopes for method get_cluster_memberships - C_MS_SCOPE_ALL : int = 0 - C_MS_SCOPE_NONZERO :int = 1 - C_MS_SCOPE_MAX :int = 2 + # Possible result scopes for methods get_cluster_memberships() and get_cluster_influences() + C_RESULT_SCOPE_ALL : int = 0 + C_RESULT_SCOPE_NONZERO : int = 1 + C_RESULT_SCOPE_MAX : int = 2 # List of cluster properties supported/maintained by the algorithm C_CLUSTER_PROPERTIES : PropertyDefinitions = [] @@ -259,64 +263,133 @@ def _remove_cluster(self, p_cluster:Cluster): ## ------------------------------------------------------------------------------------------------- - def get_cluster_memberships( self, - p_inst : Instance, - p_scope : int = C_MS_SCOPE_MAX ) -> List[MembershipItem]: + def _get_cluster_relations( self, + p_relation_type : int, + p_inst : Instance, + p_scope : int ) -> List[ResultItem]: """ - Method to determine the membership of the given instance to each cluster as a value in - percent. + Internal method to determine the relation of the given instance to each cluster as a value in + percent. Currently supported relations are membership and influence. + + See also: public methods get_cluster_memberships() and get_cluster influences() + Parameters ---------- + p_relation_type : int + Possible values are 0 (cluster membership) and 1 (cluster influence) p_inst : Instance Instance to be evaluated. p_scope : int - Scope of the result list. See class attributes C_MS_SCOPE_* for possible values. Default - value is C_MS_SCOPE_MAX. + Scope of the result list. See class attributes C_RESULT_SCOPE_* for possible values. Returns ------- - membership : List[MembershipItem] - List of membership items which are tuples of a cluster id, a relative membership + results : List[ResultItem] + List of result items which are tuples of a cluster id, a relative result value in [0,1] and a reference to the cluster object. """ # 1 Determination of membership values of the instance for all clusters - sum_ms = 0 - list_ms_abs = [] - cluster_max_ms = None + sum_results = 0 + list_results_abs = [] + cluster_max_results = None for cluster in self.get_clusters().values(): - ms_abs = cluster.get_membership( p_inst = p_inst ) - sum_ms += ms_abs + if p_relation_type == 0: + result_abs = cluster.get_membership( p_inst = p_inst ) + else: + result_abs = cluster.get_influence( p_inst = p_inst ) + + sum_results += result_abs - if ( p_scope != self.C_MS_SCOPE_ALL ) and ( ms_abs == 0 ): continue + if ( p_scope != self.C_RESULT_SCOPE_ALL ) and ( result_abs == 0 ): continue - if p_scope == self.C_MS_SCOPE_MAX: + if p_scope == self.C_RESULT_SCOPE_MAX: # Cluster with highest membership value is buffered - if ( cluster_max_ms is None ) or ( ms_abs > cluster_max_ms[1] ): - cluster_max_ms = ( cluster, ms_abs ) + if ( cluster_max_results is None ) or ( result_abs > cluster_max_result[1] ): + cluster_max_result = ( cluster, result_abs ) else: - list_ms_abs.append( (cluster, ms_abs) ) + list_results_abs.append( (cluster, result_abs) ) - if sum_ms == 0: return [] + if sum_results == 0: return [] - if cluster_max_ms is not None: - list_ms_abs.append( cluster_max_ms ) + if cluster_max_results is not None: + list_results_abs.append( cluster_max_results ) - # 2 Determination of relative membership values according to the required scope - list_ms_rel = [] + # 2 Determination of relative result values according to the required scope + list_results_rel = [] - for ms_abs in list_ms_abs: - ms_rel = ms_abs[1] / sum_ms - list_ms_rel.append( ( ms_abs[0].id, ms_rel, ms_abs[0] ) ) + for result_abs in list_result_abs: + result_rel = result_abs[1] / sum_results + list_results_rel.append( ( result_abs[0].id, result_rel, result_abs[0] ) ) + + return list_results_rel - return list_ms_rel +## ------------------------------------------------------------------------------------------------- + def get_cluster_memberships( self, + p_inst : Instance, + p_scope : int = C_RESULT_SCOPE_MAX ) -> List[ResultItem]: + """ + Method to determine the relative membership of the given instance to each cluster as a value + in [0,1]. + + See also: method Cluster.get_membership(). + + Parameters + ---------- + p_inst : Instance + Instance to be evaluated. + p_scope : int + Scope of the result list. See class attributes C_RESULT_SCOPE_* for possible values. Default + value is C_RESULT_SCOPE_MAX. + Returns + ------- + List[ResultItem] + List of membership items which are tuples of a cluster id, a relative membership value + in [0,1], and a reference to the cluster object. + """ + + return self._get_cluster_relations( p_relation_type = 0, + p_inst = p_inst, + p_scope = p_scope ) + + +## ------------------------------------------------------------------------------------------------- + def get_cluster_influences( self, + p_inst : Instance, + p_scope : int = C_RESULT_SCOPE_MAX ) -> List[ResultItem]: + """ + Method to determine the relative influence of the given instance to each cluster as a value + in [0,1]. + + See also: method Cluster.get_influence(). + + Parameters + ---------- + p_inst : Instance + Instance to be evaluated. + p_scope : int + Scope of the result list. See class attributes C_RESULT_SCOPE_* for possible values. Default + value is C_RESULT_SCOPE_MAX. + + Returns + ------- + List[ResultItem] + List of influence items which are tuples of a cluster id, a relative influence value in + [0,1], and a reference to the cluster object. + """ + + return self._get_cluster_relations( p_relation_type = 1, + p_inst = p_inst, + p_scope = p_scope ) + + ## ------------------------------------------------------------------------------------------------- def init_plot(self, p_figure: Figure = None, p_plot_settings: PlotSettings = None): diff --git a/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/basics.py b/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/basics.py index 4285f16c4..3455033e8 100644 --- a/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/basics.py +++ b/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/basics.py @@ -36,24 +36,24 @@ ## -- 2024-05-25 1.6.0 DA Aliases ClusterId, MembershipValue ## -- 2024-05-27 1.7.0 DA Refactoring ## -- 2024-05-29 1.8.0 DA Class Cluster: order of colors changed +## -- 2024-06-08 1.9.0 DA New method Cluster.get_influence() ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.8.0 (2024-05-29) +Ver. 1.9.0 (2024-06-08) -This module provides templates for clusters to be used in cluster analyzer algorithms. +This module provides a template class for clusters to be used in cluster analyzer algorithms. """ -from mlpro.bf.various import * +from mlpro.bf.various import Id +from mlpro.bf.plot import PlotSettings from mlpro.bf.math.properties import PropertyDefinitions, Properties -from mlpro.bf.plot import * -from mlpro.bf.streams import * +from mlpro.bf.streams import Instance -ClusterId = int -MembershipValue = float +ClusterId = int @@ -115,8 +115,29 @@ def get_membership(self, p_inst : Instance ) -> float: Returns ------- float - Scalar value >= 0 that determines the membership of the given instance to this cluster. - A value 0 means that the given instance is not a member of the cluster. + A scalar value in [0,1] that determines the given instance's membership in this cluster. + A value of 0 means that the given instance is not a member of the cluster at all while + a value of 1 confirms full membership. + """ + + raise NotImplementedError + + +## ------------------------------------------------------------------------------------------------- + def get_influence(self, p_inst : Instance ) -> float: + """ + Custom method to compute a scalar influence value for the given instance. + + Parameters + ---------- + p_inst : Instance + Instance. + + Returns + ------- + float + Scalar value >= 0 that determines the influence of the cluster on the specified instance. + A value 0 means that the cluster has no influence on the instance at all. """ raise NotImplementedError \ No newline at end of file diff --git a/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/centroid.py b/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/centroid.py index 281809ab6..333ec90a2 100644 --- a/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/centroid.py +++ b/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/centroid.py @@ -31,21 +31,25 @@ ## -- 2024-05-07 1.0.1 DA Bugfix in ClusterCentroid.__init__(): internal properties first ## -- 2024-05-27 1.1.0 DA Changes on property management ## -- 2024-05-29 1.1.1 DA Method ClusterCentroid.renormalize() removed +## -- 2024-06-08 1.2.0 DA Refactoring: +## -- - removed implementation for get_membership() since this +## -- depends on the shape of a cluster body +## -- - implemented new method get_influence() ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.1.1 (2024-05-29) +Ver. 1.2.0 (2024-06-08) This module provides templates for cluster analysis to be used in the context of online adaptivity. """ -from typing import List, Tuple +#from typing import List, Tuple -from mlpro.bf.various import * -from mlpro.bf.plot import * -from mlpro.bf.streams import * +import sys + +from mlpro.bf.streams import Instance +from mlpro.bf.math import Element from mlpro.bf.math.properties import * -from mlpro.bf.math.normalizers import Normalizer from mlpro.oa.streams.tasks.clusteranalyzers.clusters import Cluster from mlpro.oa.streams.tasks.clusteranalyzers.clusters.properties import cprop_centroid @@ -93,14 +97,16 @@ def __init__( self, # ## ------------------------------------------------------------------------------------------------- def set_id(self, p_id): super().set_id( p_id = p_id ) - try: - self.centroid.set_id( p_id = p_id ) - except: - pass + self.centroid.id = p_id ## ------------------------------------------------------------------------------------------------- - def get_membership(self, p_inst: Instance) -> float: + def get_influence(self, p_inst: Instance) -> float: + """ + Default strategy to determine the influence of a cluster on a specified instance based + on the metric distance between the instance and the cluster centroid. + """ + feature_data = p_inst.get_feature_data() if self._centroid_elem is None: @@ -108,4 +114,7 @@ def get_membership(self, p_inst: Instance) -> float: self._centroid_elem.set_values( p_value=self.centroid.value ) - return feature_data.get_related_set().distance( p_e1 = feature_data, p_e2 = self._centroid_elem ) \ No newline at end of file + try: + return 1 / feature_data.get_related_set().distance( p_e1 = feature_data, p_e2 = self._centroid_elem ) + except ZeroDivisionError: + return sys.float_info.max \ No newline at end of file diff --git a/test/howtos/bf/howto_bf_math_021_external_properties_with_implicite_time_index.py b/test/howtos/bf/howto_bf_math_021_external_properties_with_implicite_time_index.py index ef79021f3..1889f4a9c 100644 --- a/test/howtos/bf/howto_bf_math_021_external_properties_with_implicite_time_index.py +++ b/test/howtos/bf/howto_bf_math_021_external_properties_with_implicite_time_index.py @@ -7,10 +7,11 @@ ## -- yyyy-mm-dd Ver. Auth. Description ## -- 2024-04-28 1.0.0 DA Creation ## -- 2024-05-05 1.1.0 DA Refactoring +## -- 2024-06-08 1.2.0 DA Refactoring ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.1.0 (2024-05-05) +Ver. 1.2.0 (2024-06-08) This module demonstrates and validates the reuse of class mlpro.bf.data.Properties in own classes. Properties are basically pairs of names and values at a well-defined time point. Additionally, @@ -41,14 +42,14 @@ class MyDemo (Properties): def print_properties(self): properties = self.get_properties() - for prop in properties.keys(): - print('Property "' + prop + '" at time stamp ', properties[prop].time_stamp) - print(' Value:', properties[prop].value) + for prop_name, (prop, link) in properties.items(): + print('Property "' + prop_name + '" at time stamp ', prop.time_stamp) + print(' Value:', prop.value) print(' Derivatives:') order = 0 while True: try: - print(' Order', order, ': ', properties[prop].derivatives[order]) + print(' Order', order, ': ', prop.derivatives[order]) except: break @@ -111,5 +112,5 @@ def print_properties(self): # 6 Last but not least: the dimensionality of our properties -for prop_name, prop in myobj.get_properties().items(): +for prop_name, (prop, link) in myobj.get_properties().items(): print('Dimensionality of "' + prop_name + '":', prop.dim) diff --git a/test/howtos/bf/howto_bf_math_022_external_properties_with_explicite_integer_time_index.py b/test/howtos/bf/howto_bf_math_022_external_properties_with_explicite_integer_time_index.py index addc6fe99..a1a77d123 100644 --- a/test/howtos/bf/howto_bf_math_022_external_properties_with_explicite_integer_time_index.py +++ b/test/howtos/bf/howto_bf_math_022_external_properties_with_explicite_integer_time_index.py @@ -7,10 +7,11 @@ ## -- yyyy-mm-dd Ver. Auth. Description ## -- 2024-04-28 1.0.0 DA Creation ## -- 2024-05-05 1.1.0 DA Refactoring +## -- 2024-06-08 1.2.0 DA Refactoring ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.1.0 (2024-05-05) +Ver. 1.2.0 (2024-06-08) This module demonstrates and validates the reuse of class mlpro.bf.math.Properties in own classes. Properties are basically pairs of names and values at a well-defined time point. Additionally, @@ -41,14 +42,14 @@ class MyDemo (Properties): def print_properties(self): properties = self.get_properties() - for prop in properties.keys(): - print('Property "' + prop + '" at time stamp ', properties[prop].time_stamp) - print(' Value:', properties[prop].value) + for prop_name, (prop, link) in properties.items(): + print('Property "' + prop_name + '" at time stamp ', prop.time_stamp) + print(' Value:', prop.value) print(' Derivatives:') order = 0 while True: try: - print(' Order', order, ': ', properties[prop].derivatives[order]) + print(' Order', order, ': ', prop.derivatives[order]) except: break @@ -113,5 +114,5 @@ def print_properties(self): # 6 Last but not least: the dimensionality of our properties -for prop_name, prop in myobj.get_properties().items(): +for prop_name, (prop, link) in myobj.get_properties().items(): print('Dimensionality of "' + prop_name + '":', prop.dim) \ No newline at end of file diff --git a/test/howtos/bf/howto_bf_math_023_external_properties_with_explicite_datetime_index.py b/test/howtos/bf/howto_bf_math_023_external_properties_with_explicite_datetime_index.py index 3f1750bb2..4daf11d78 100644 --- a/test/howtos/bf/howto_bf_math_023_external_properties_with_explicite_datetime_index.py +++ b/test/howtos/bf/howto_bf_math_023_external_properties_with_explicite_datetime_index.py @@ -7,10 +7,11 @@ ## -- yyyy-mm-dd Ver. Auth. Description ## -- 2024-04-28 1.0.0 DA Creation ## -- 2024-05-05 1.1.0 DA Refactoring +## -- 2024-06-08 1.2.0 DA Refactoring ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.1.0 (2024-05-05) +Ver. 1.2.0 (2024-06-08) This module demonstrates and validates the reuse of class mlpro.bf.data.Properties in own classes. Properties are basically pairs of names and values at a well-defined time point. Additionally, @@ -42,14 +43,14 @@ class MyDemo (Properties): def print_properties(self): properties = self.get_properties() - for prop in properties.keys(): - print('Property "' + prop + '" at time stamp ', properties[prop].time_stamp) - print(' Value:', properties[prop].value) + for prop_name, (prop, link) in properties.items(): + print('Property "' + prop_name + '" at time stamp ', prop.time_stamp) + print(' Value:', prop.value) print(' Derivatives:') order = 0 while True: try: - print(' Order', order, ': ', properties[prop].derivatives[order]) + print(' Order', order, ': ', prop.derivatives[order]) except: break @@ -58,7 +59,6 @@ def print_properties(self): print() - # 2 Instantiate an object from your class and define some properties myobj = MyDemo() @@ -114,5 +114,5 @@ def print_properties(self): # 6 Last but not least: the dimensionality of our properties -for prop_name, prop in myobj.get_properties().items(): - print('Dimensionality of "' + prop_name + '":', prop.dim) \ No newline at end of file +for prop_name, (prop, link) in myobj.get_properties().items(): + print('Dimensionality of "' + prop_name + '":', prop.dim) \ No newline at end of file diff --git a/test/howtos/bf/howto_bf_math_024_internal_properties_with_implicite_time_index.py b/test/howtos/bf/howto_bf_math_024_internal_properties_with_implicite_time_index.py index 23a01f9ee..4b77204fd 100644 --- a/test/howtos/bf/howto_bf_math_024_internal_properties_with_implicite_time_index.py +++ b/test/howtos/bf/howto_bf_math_024_internal_properties_with_implicite_time_index.py @@ -6,10 +6,11 @@ ## -- History : ## -- yyyy-mm-dd Ver. Auth. Description ## -- 2024-05-05 1.0.0 DA Creation +## -- 2024-06-08 1.2.0 DA Refactoring ## ------------------------------------------------------------------------------------------------- """ -Ver. 1.0.0 (2024-05-05) +Ver. 1.2.0 (2024-06-08) This module demonstrates and validates the reuse of class mlpro.bf.data.Properties in own classes. Properties are basically pairs of names and values at a well-defined time point. Additionally, @@ -37,9 +38,9 @@ # 1 Reuse MLPro's class Properties in your own custom class... class MyDemo (Properties): - C_PROPERTIY_DEFINITIONS : PropertyDefinitions = [ ['position', 2, Property], - ['temperature', 1, Property], - ['color', 0, Property] ] + C_PROPERTIY_DEFINITIONS : PropertyDefinitions = [ ['position', 2, False, Property], + ['temperature', 1, False, Property], + ['color', 0, False, Property] ] def __init__(self): super().__init__() @@ -48,14 +49,14 @@ def __init__(self): def print_properties(self): properties = self.get_properties() - for prop in properties.keys(): - print('Property "' + prop + '" at time stamp ', properties[prop].time_stamp) - print(' Value:', properties[prop].value) + for prop_name, (prop, link) in properties.items(): + print('Property "' + prop_name + '" at time stamp ', prop.time_stamp) + print(' Value:', prop.value) print(' Derivatives:') order = 0 while True: try: - print(' Order', order, ': ', properties[prop].derivatives[order]) + print(' Order', order, ': ', prop.derivatives[order]) except: break @@ -109,5 +110,5 @@ def print_properties(self): # 6 Last but not least: the dimensionality of our properties -for prop_name, prop in myobj.get_properties().items(): +for prop_name, (prop, link) in myobj.get_properties().items(): print('Dimensionality of "' + prop_name + '":', prop.dim) From c9cb4dcd06de9f6998fdc36313a8793f22354890 Mon Sep 17 00:00:00 2001 From: detlefarend Date: Mon, 10 Jun 2024 15:14:13 +0200 Subject: [PATCH 4/5] OA: Design updates on cluster analysis #1015 --- .../oa/streams/tasks/clusteranalyzers/basics.py | 16 ++++++++-------- .../tasks/clusteranalyzers/clusters/centroid.py | 4 +--- 2 files changed, 9 insertions(+), 11 deletions(-) diff --git a/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py b/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py index 5877bf123..a1d840abc 100644 --- a/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py +++ b/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py @@ -293,6 +293,7 @@ def _get_cluster_relations( self, # 1 Determination of membership values of the instance for all clusters sum_results = 0 list_results_abs = [] + list_results_rel = [] cluster_max_results = None for cluster in self.get_clusters().values(): @@ -304,27 +305,26 @@ def _get_cluster_relations( self, sum_results += result_abs - if ( p_scope != self.C_RESULT_SCOPE_ALL ) and ( result_abs == 0 ): continue + if ( p_scope == self.C_RESULT_SCOPE_NONZERO ) and ( result_abs == 0 ): continue if p_scope == self.C_RESULT_SCOPE_MAX: # Cluster with highest membership value is buffered if ( cluster_max_results is None ) or ( result_abs > cluster_max_result[1] ): - cluster_max_result = ( cluster, result_abs ) - + cluster_max_results = ( cluster, result_abs ) else: list_results_abs.append( (cluster, result_abs) ) - if sum_results == 0: return [] - if cluster_max_results is not None: list_results_abs.append( cluster_max_results ) # 2 Determination of relative result values according to the required scope - list_results_rel = [] + for result_abs in list_results_abs: + try: + result_rel = result_abs[1] / sum_results + except: + result_rel = 0 - for result_abs in list_result_abs: - result_rel = result_abs[1] / sum_results list_results_rel.append( ( result_abs[0].id, result_rel, result_abs[0] ) ) return list_results_rel diff --git a/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/centroid.py b/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/centroid.py index 333ec90a2..7769d058b 100644 --- a/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/centroid.py +++ b/src/mlpro/oa/streams/tasks/clusteranalyzers/clusters/centroid.py @@ -43,8 +43,6 @@ This module provides templates for cluster analysis to be used in the context of online adaptivity. """ -#from typing import List, Tuple - import sys from mlpro.bf.streams import Instance @@ -112,7 +110,7 @@ def get_influence(self, p_inst: Instance) -> float: if self._centroid_elem is None: self._centroid_elem = Element( p_set=feature_data.get_related_set() ) - self._centroid_elem.set_values( p_value=self.centroid.value ) + self._centroid_elem.set_values( p_values=self.centroid.value ) try: return 1 / feature_data.get_related_set().distance( p_e1 = feature_data, p_e2 = self._centroid_elem ) From 3e0d4bc09110cfcbf9e72015a2c8f54eab7f25de Mon Sep 17 00:00:00 2001 From: detlefarend Date: Mon, 10 Jun 2024 17:33:01 +0200 Subject: [PATCH 5/5] OA: Design updates on cluster analysis #1015 --- src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py b/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py index a1d840abc..c3267e120 100644 --- a/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py +++ b/src/mlpro/oa/streams/tasks/clusteranalyzers/basics.py @@ -309,7 +309,7 @@ def _get_cluster_relations( self, if p_scope == self.C_RESULT_SCOPE_MAX: # Cluster with highest membership value is buffered - if ( cluster_max_results is None ) or ( result_abs > cluster_max_result[1] ): + if ( cluster_max_results is None ) or ( result_abs > cluster_max_results[1] ): cluster_max_results = ( cluster, result_abs ) else: list_results_abs.append( (cluster, result_abs) )