tanat package

Subpackages

• tanat.cast package
  • Submodules
  • tanat.cast.base module
    • BaseCastRecipe
      • BaseCastRecipe.coerce()
      • BaseCastRecipe.copy()
      • BaseCastRecipe.features
      • BaseCastRecipe.id
      • BaseCastRecipe.id_caster()
      • BaseCastRecipe.id_dtype
      • BaseCastRecipe.is_empty()
      • BaseCastRecipe.replace()
      • BaseCastRecipe.static
      • BaseCastRecipe.static_caster()
      • BaseCastRecipe.structural
      • BaseCastRecipe.time_index
      • BaseCastRecipe.time_index_caster()
      • BaseCastRecipe.time_index_dtype
    • ColumnMapCast
      • ColumnMapCast.__init__()
      • ColumnMapCast.append()
      • ColumnMapCast.apply()
      • ColumnMapCast.caster()
      • ColumnMapCast.copy()
      • ColumnMapCast.exprs()
      • ColumnMapCast.is_empty()
      • ColumnMapCast.probe_lf()
      • ColumnMapCast.recipes
    • ScalarCast
      • ScalarCast.__init__()
      • ScalarCast.append()
      • ScalarCast.caster()
      • ScalarCast.copy()
      • ScalarCast.final_dtype()
      • ScalarCast.is_empty()
      • ScalarCast.recipe
    • StructuralCasts
      • StructuralCasts.__init__()
      • StructuralCasts.append_id()
      • StructuralCasts.append_time_index()
      • StructuralCasts.apply()
      • StructuralCasts.copy()
      • StructuralCasts.id
      • StructuralCasts.id_caster()
      • StructuralCasts.is_empty()
      • StructuralCasts.probe()
      • StructuralCasts.time_index
      • StructuralCasts.time_index_caster()
    • apply_cast_exprs()
    • build_caster()
    • probe_cast_recipe()
  • tanat.cast.sequence module
    • SequenceCastRecipe
      • SequenceCastRecipe.__init__()
      • SequenceCastRecipe.append()
      • SequenceCastRecipe.entity
      • SequenceCastRecipe.entity_caster()
      • SequenceCastRecipe.feature_exprs()
      • SequenceCastRecipe.features
      • SequenceCastRecipe.fork_casts()
      • SequenceCastRecipe.probe()
      • SequenceCastRecipe.structural
    • SequenceFeatureCasts
      • SequenceFeatureCasts.__init__()
      • SequenceFeatureCasts.apply()
      • SequenceFeatureCasts.copy()
      • SequenceFeatureCasts.entity
      • SequenceFeatureCasts.is_empty()
      • SequenceFeatureCasts.probe()
      • SequenceFeatureCasts.probe_lf()
      • SequenceFeatureCasts.static
  • tanat.cast.trajectory module
    • TrajectoryCastRecipe
      • TrajectoryCastRecipe.__init__()
      • TrajectoryCastRecipe.append()
      • TrajectoryCastRecipe.feature_exprs()
      • TrajectoryCastRecipe.features
      • TrajectoryCastRecipe.probe()
      • TrajectoryCastRecipe.structural
    • TrajectoryFeatureCasts
      • TrajectoryFeatureCasts.__init__()
      • TrajectoryFeatureCasts.apply()
      • TrajectoryFeatureCasts.copy()
      • TrajectoryFeatureCasts.is_empty()
      • TrajectoryFeatureCasts.probe()
      • TrajectoryFeatureCasts.probe_lf()
      • TrajectoryFeatureCasts.static
  • Module contents
    • ColumnMapCast
      • ColumnMapCast.__init__()
      • ColumnMapCast.append()
      • ColumnMapCast.apply()
      • ColumnMapCast.caster()
      • ColumnMapCast.copy()
      • ColumnMapCast.exprs()
      • ColumnMapCast.is_empty()
      • ColumnMapCast.probe_lf()
      • ColumnMapCast.recipes
    • ScalarCast
      • ScalarCast.__init__()
      • ScalarCast.append()
      • ScalarCast.caster()
      • ScalarCast.copy()
      • ScalarCast.final_dtype()
      • ScalarCast.is_empty()
      • ScalarCast.recipe
    • SequenceCastRecipe
      • SequenceCastRecipe.__init__()
      • SequenceCastRecipe.append()
      • SequenceCastRecipe.entity
      • SequenceCastRecipe.entity_caster()
      • SequenceCastRecipe.feature_exprs()
      • SequenceCastRecipe.features
      • SequenceCastRecipe.fork_casts()
      • SequenceCastRecipe.probe()
      • SequenceCastRecipe.structural
    • SequenceFeatureCasts
      • SequenceFeatureCasts.__init__()
      • SequenceFeatureCasts.apply()
      • SequenceFeatureCasts.copy()
      • SequenceFeatureCasts.entity
      • SequenceFeatureCasts.is_empty()
      • SequenceFeatureCasts.probe()
      • SequenceFeatureCasts.probe_lf()
      • SequenceFeatureCasts.static
    • StructuralCasts
      • StructuralCasts.__init__()
      • StructuralCasts.append_id()
      • StructuralCasts.append_time_index()
      • StructuralCasts.apply()
      • StructuralCasts.copy()
      • StructuralCasts.id
      • StructuralCasts.id_caster()
      • StructuralCasts.is_empty()
      • StructuralCasts.probe()
      • StructuralCasts.time_index
      • StructuralCasts.time_index_caster()
    • TrajectoryCastRecipe
      • TrajectoryCastRecipe.__init__()
      • TrajectoryCastRecipe.append()
      • TrajectoryCastRecipe.feature_exprs()
      • TrajectoryCastRecipe.features
      • TrajectoryCastRecipe.probe()
      • TrajectoryCastRecipe.structural
    • TrajectoryFeatureCasts
      • TrajectoryFeatureCasts.__init__()
      • TrajectoryFeatureCasts.apply()
      • TrajectoryFeatureCasts.copy()
      • TrajectoryFeatureCasts.is_empty()
      • TrajectoryFeatureCasts.probe()
      • TrajectoryFeatureCasts.probe_lf()
      • TrajectoryFeatureCasts.static
    • apply_cast_exprs()
    • probe_cast_recipe()
• tanat.clustering package
  • Subpackages
    • tanat.clustering.type package
      • Submodules
      • tanat.clustering.type.clara module
      • tanat.clustering.type.hierarchical module
      • tanat.clustering.type.pam module
      • Module contents
  • Submodules
  • tanat.clustering.base module
    • Clusterer
      • Clusterer.__init__()
      • Clusterer.clusters
      • Clusterer.fit()
  • Module contents
    • CLARAClusterer
      • CLARAClusterer.SETTINGS_CLASS
      • CLARAClusterer.__init__()
    • CLARASettings
      • CLARASettings.__init__()
      • CLARASettings.cluster_column
      • CLARASettings.max_iter
      • CLARASettings.metric
      • CLARASettings.model_dump()
      • CLARASettings.n_clusters
      • CLARASettings.nb_pam_instances
      • CLARASettings.random_state
      • CLARASettings.sampling_ratio
    • Cluster
      • Cluster.__init__()
      • Cluster.id
      • Cluster.items
      • Cluster.size
    • Clusterer
      • Clusterer.__init__()
      • Clusterer.clusters
      • Clusterer.fit()
    • HierarchicalClusterer
      • HierarchicalClusterer.SETTINGS_CLASS
      • HierarchicalClusterer.__init__()
    • HierarchicalSettings
      • HierarchicalSettings.__init__()
      • HierarchicalSettings.cluster_column
      • HierarchicalSettings.distance_threshold
      • HierarchicalSettings.linkage
      • HierarchicalSettings.metric
      • HierarchicalSettings.model_dump()
      • HierarchicalSettings.n_clusters
    • MedoidMixin
      • MedoidMixin.__init__()
      • MedoidMixin.medoids
    • PAMClusterer
      • PAMClusterer.SETTINGS_CLASS
      • PAMClusterer.__init__()
    • PAMSettings
      • PAMSettings.__init__()
      • PAMSettings.cluster_column
      • PAMSettings.max_iter
      • PAMSettings.metric
      • PAMSettings.model_dump()
      • PAMSettings.n_clusters
• tanat.core package
  • Submodules
  • tanat.core.context module
    • get_workspace()
    • set_active_ws_instance()
  • tanat.core.format module
    • resolve_fmt()
    • to_pandas()
  • tanat.core.path module
    • resolve_path()
  • tanat.core.registry module
    • build_pool()
    • register_factory()
  • tanat.core.validation module
    • ensure_criterion()
  • tanat.core.workspace module
    • Workspace
      • Workspace.__init__()
      • Workspace.clear()
      • Workspace.clear_tmp()
      • Workspace.get_store_path()
      • Workspace.list_stores()
  • Module contents
• tanat.criterion package
  • Subpackages
    • tanat.criterion.type package
      • Submodules
      • tanat.criterion.type.entity module
      • tanat.criterion.type.length module
      • tanat.criterion.type.pattern module
      • tanat.criterion.type.rank module
      • tanat.criterion.type.static module
      • tanat.criterion.type.time module
      • Module contents
  • Submodules
  • tanat.criterion.base module
    • Criterion
      • Criterion.LEVELS
      • Criterion.ensure_compatible()
      • Criterion.filter_entities()
      • Criterion.match()
      • Criterion.which_ids()
    • CriterionError
    • CriterionLevel
      • CriterionLevel.ENTITY
      • CriterionLevel.SEQUENCE
      • CriterionLevel.TRAJECTORY
    • CriterionLevelError
  • Module contents
    • Criterion
      • Criterion.LEVELS
      • Criterion.ensure_compatible()
      • Criterion.filter_entities()
      • Criterion.match()
      • Criterion.which_ids()
    • CriterionError
    • CriterionLevel
      • CriterionLevel.ENTITY
      • CriterionLevel.SEQUENCE
      • CriterionLevel.TRAJECTORY
    • CriterionLevelError
    • EntityCriterion
      • EntityCriterion.LEVELS
      • EntityCriterion.SETTINGS_CLASS
      • EntityCriterion.__init__()
    • LengthCriterion
      • LengthCriterion.LEVELS
      • LengthCriterion.SETTINGS_CLASS
      • LengthCriterion.__init__()
    • PatternCriterion
      • PatternCriterion.LEVELS
      • PatternCriterion.SETTINGS_CLASS
      • PatternCriterion.__init__()
    • RankCriterion
      • RankCriterion.LEVELS
      • RankCriterion.SETTINGS_CLASS
      • RankCriterion.__init__()
    • StaticCriterion
      • StaticCriterion.LEVELS
      • StaticCriterion.SETTINGS_CLASS
      • StaticCriterion.__init__()
    • TimeCriterion
      • TimeCriterion.LEVELS
      • TimeCriterion.SETTINGS_CLASS
      • TimeCriterion.__init__()
• tanat.dataset package
  • Subpackages
    • tanat.dataset.access package
      • Subpackages
      • Submodules
      • tanat.dataset.access.utils module
      • tanat.dataset.access.zenodo module
      • Module contents
    • tanat.dataset.simulation package
      • Submodules
      • tanat.dataset.simulation.events module
      • tanat.dataset.simulation.intervals module
      • tanat.dataset.simulation.states module
      • tanat.dataset.simulation.static module
      • tanat.dataset.simulation.trajectories module
      • Module contents
  • Module contents
    • access()
    • simulate_events()
    • simulate_intervals()
    • simulate_states()
    • simulate_static()
    • simulate_trajectories()
• tanat.metadata package
  • Submodules
  • tanat.metadata.feature module
    • ArrayInfo
      • ArrayInfo.__init__()
      • ArrayInfo.dimension
      • ArrayInfo.from_stats()
      • ArrayInfo.get_aggregations()
      • ArrayInfo.summary
    • BooleanInfo
      • BooleanInfo.__init__()
      • BooleanInfo.false_count
      • BooleanInfo.from_stats()
      • BooleanInfo.get_aggregations()
      • BooleanInfo.summary
      • BooleanInfo.true_count
    • CategoricalInfo
      • CategoricalInfo.__init__()
      • CategoricalInfo.from_stats()
      • CategoricalInfo.get_aggregations()
      • CategoricalInfo.n_unique
      • CategoricalInfo.ordered
      • CategoricalInfo.summary
    • FeatureInfo
      • FeatureInfo.__init__()
      • FeatureInfo.dtype
      • FeatureInfo.from_stats()
      • FeatureInfo.get_aggregations()
      • FeatureInfo.name
      • FeatureInfo.summary
      • FeatureInfo.to_json_dict()
    • NumericalInfo
      • NumericalInfo.__init__()
      • NumericalInfo.from_stats()
      • NumericalInfo.get_aggregations()
      • NumericalInfo.max
      • NumericalInfo.min
      • NumericalInfo.summary
    • StringInfo
      • StringInfo.__init__()
      • StringInfo.from_stats()
      • StringInfo.get_aggregations()
      • StringInfo.max_length
      • StringInfo.min_length
      • StringInfo.summary
    • TemporalInfo
      • TemporalInfo.__init__()
      • TemporalInfo.from_stats()
      • TemporalInfo.get_aggregations()
      • TemporalInfo.is_duration
      • TemporalInfo.max
      • TemporalInfo.min
      • TemporalInfo.summary
      • TemporalInfo.to_json_dict()
    • build_feature_metadata()
    • get_feature_info_class()
  • tanat.metadata.sequence module
    • SequenceMetadata
      • SequenceMetadata.__init__()
      • SequenceMetadata.assert_features_compatible_with()
      • SequenceMetadata.assert_id_compatible_with()
      • SequenceMetadata.assert_time_index_compatible_with()
      • SequenceMetadata.entity_features
      • SequenceMetadata.feature_info()
      • SequenceMetadata.infer_entity_features()
      • SequenceMetadata.infer_static_features()
      • SequenceMetadata.infer_time_index()
      • SequenceMetadata.is_categorical_feature()
      • SequenceMetadata.is_datetime_feature()
      • SequenceMetadata.is_duration_feature()
      • SequenceMetadata.is_numeric_feature()
      • SequenceMetadata.scope()
      • SequenceMetadata.seq_id
      • SequenceMetadata.static_features
      • SequenceMetadata.time_index
      • SequenceMetadata.to_json_dict()
    • TimeIndexInfo
      • TimeIndexInfo.__init__()
      • TimeIndexInfo.dtype
      • TimeIndexInfo.from_lazyframe()
      • TimeIndexInfo.is_datetime
      • TimeIndexInfo.is_schema_compatible()
      • TimeIndexInfo.max
      • TimeIndexInfo.min
      • TimeIndexInfo.time_zone
      • TimeIndexInfo.to_json_dict()
      • TimeIndexInfo.unit
  • tanat.metadata.trajectory module
    • TrajectoryMetadata
      • TrajectoryMetadata.traj_id
      • TrajectoryMetadata.time_index
      • TrajectoryMetadata.static_features
      • TrajectoryMetadata.__init__()
      • TrajectoryMetadata.infer_static()
      • TrajectoryMetadata.infer_time_index()
      • TrajectoryMetadata.is_categorical_feature()
      • TrajectoryMetadata.scope()
      • TrajectoryMetadata.static_features
      • TrajectoryMetadata.time_index
      • TrajectoryMetadata.to_json_dict()
      • TrajectoryMetadata.traj_id
  • Module contents
• tanat.metric package
  • Subpackages
    • tanat.metric.entity package
      • Subpackages
      • Submodules
      • tanat.metric.entity.base module
      • Module contents
    • tanat.metric.sequence package
      • Subpackages
      • Submodules
      • tanat.metric.sequence.base module
      • Module contents
    • tanat.metric.trajectory package
      • Subpackages
      • Submodules
      • tanat.metric.trajectory.base module
      • Module contents
  • Submodules
  • tanat.metric.matrix module
    • DistanceMatrix
      • DistanceMatrix.__init__()
      • DistanceMatrix.data
      • DistanceMatrix.empty()
      • DistanceMatrix.from_path()
      • DistanceMatrix.ids
      • DistanceMatrix.is_memmap
      • DistanceMatrix.shape
      • DistanceMatrix.to_frame()
      • DistanceMatrix.to_numpy()
  • Module contents
    • AggregationSettings
      • AggregationSettings.__init__()
      • AggregationSettings.agg_fun
      • AggregationSettings.default_metric
      • AggregationSettings.model_dump()
      • AggregationSettings.sequence_metrics
      • AggregationSettings.weights
    • AggregationTrajectoryMetric
      • AggregationTrajectoryMetric.MEMMAP_SUPPORT
      • AggregationTrajectoryMetric.SETTINGS_CLASS
      • AggregationTrajectoryMetric.__init__()
    • Chi2SequenceMetric
      • Chi2SequenceMetric.MEMMAP_SUPPORT
      • Chi2SequenceMetric.SETTINGS_CLASS
      • Chi2SequenceMetric.__init__()
      • Chi2SequenceMetric.prepare_batch_data()
      • Chi2SequenceMetric.validate_composition()
    • Chi2Settings
      • Chi2Settings.__init__()
      • Chi2Settings.entity_feature
      • Chi2Settings.model_dump()
    • DTWSequenceMetric
      • DTWSequenceMetric.MEMMAP_SUPPORT
      • DTWSequenceMetric.SETTINGS_CLASS
      • DTWSequenceMetric.__init__()
      • DTWSequenceMetric.validate_composition()
    • DTWSettings
      • DTWSettings.__init__()
      • DTWSettings.entity_metric
      • DTWSettings.model_dump()
      • DTWSettings.normalize
      • DTWSettings.window
    • DistanceMatrix
      • DistanceMatrix.__init__()
      • DistanceMatrix.data
      • DistanceMatrix.empty()
      • DistanceMatrix.from_path()
      • DistanceMatrix.ids
      • DistanceMatrix.is_memmap
      • DistanceMatrix.shape
      • DistanceMatrix.to_frame()
      • DistanceMatrix.to_numpy()
    • EditSequenceMetric
      • EditSequenceMetric.MEMMAP_SUPPORT
      • EditSequenceMetric.SETTINGS_CLASS
      • EditSequenceMetric.__init__()
      • EditSequenceMetric.validate_composition()
    • EditSettings
      • EditSettings.__init__()
      • EditSettings.entity_metric
      • EditSettings.indel_cost
      • EditSettings.model_dump()
      • EditSettings.normalize
    • EntityMetric
      • EntityMetric.IS_SYMMETRIC
      • EntityMetric.NUMBA_OPTIM
      • EntityMetric.validate_entity()
    • HammingEntityMetric
      • HammingEntityMetric.IS_SYMMETRIC
      • HammingEntityMetric.NUMBA_OPTIM
      • HammingEntityMetric.SETTINGS_CLASS
      • HammingEntityMetric.__init__()
      • HammingEntityMetric.distance_kernel
      • HammingEntityMetric.prepare_batch_data()
      • HammingEntityMetric.prepare_cross_batch_data()
      • HammingEntityMetric.validate_entity()
    • HammingSettings
      • HammingSettings.__init__()
      • HammingSettings.cost
      • HammingSettings.entity_feature
      • HammingSettings.mismatch_cost
      • HammingSettings.model_dump()
      • HammingSettings.validate_cost_symmetry()
    • LCPSequenceMetric
      • LCPSequenceMetric.MEMMAP_SUPPORT
      • LCPSequenceMetric.SETTINGS_CLASS
      • LCPSequenceMetric.__init__()
      • LCPSequenceMetric.validate_composition()
    • LCPSettings
      • LCPSettings.__init__()
      • LCPSettings.entity_metric
      • LCPSettings.equality_threshold
      • LCPSettings.mode
      • LCPSettings.model_dump()
    • LCSSequenceMetric
      • LCSSequenceMetric.MEMMAP_SUPPORT
      • LCSSequenceMetric.SETTINGS_CLASS
      • LCSSequenceMetric.__init__()
      • LCSSequenceMetric.validate_composition()
    • LCSSettings
      • LCSSettings.__init__()
      • LCSSettings.entity_metric
      • LCSSettings.equality_threshold
      • LCSSettings.mode
      • LCSSettings.model_dump()
    • LinearPairwiseSequenceMetric
      • LinearPairwiseSequenceMetric.MEMMAP_SUPPORT
      • LinearPairwiseSequenceMetric.SETTINGS_CLASS
      • LinearPairwiseSequenceMetric.__init__()
      • LinearPairwiseSequenceMetric.validate_composition()
    • LinearPairwiseSettings
      • LinearPairwiseSettings.__init__()
      • LinearPairwiseSettings.agg_fun
      • LinearPairwiseSettings.entity_metric
      • LinearPairwiseSettings.model_dump()
      • LinearPairwiseSettings.padding_penalty
    • SequenceMetric
      • SequenceMetric.MEMMAP_SUPPORT
      • SequenceMetric.__init__()
      • SequenceMetric.compute_cross_matrix()
      • SequenceMetric.compute_matrix()
      • SequenceMetric.entity_metric
      • SequenceMetric.validate_composition()
    • SoftDTWSequenceMetric
      • SoftDTWSequenceMetric.MEMMAP_SUPPORT
      • SoftDTWSequenceMetric.SETTINGS_CLASS
      • SoftDTWSequenceMetric.__init__()
      • SoftDTWSequenceMetric.validate_composition()
    • SoftDTWSettings
      • SoftDTWSettings.__init__()
      • SoftDTWSettings.entity_metric
      • SoftDTWSettings.gamma
      • SoftDTWSettings.model_dump()
    • StorageOptions
      • StorageOptions.__init__()
      • StorageOptions.chunk_size
      • StorageOptions.dtype
      • StorageOptions.model_dump()
      • StorageOptions.resume
      • StorageOptions.store_path
    • TrajectoryMetric
      • TrajectoryMetric.MEMMAP_SUPPORT
      • TrajectoryMetric.__init__()
      • TrajectoryMetric.compute_cross_matrix()
      • TrajectoryMetric.compute_matrix()
• tanat.sequence package
  • Subpackages
    • tanat.sequence.base package
      • Submodules
      • tanat.sequence.base.entity module
      • tanat.sequence.base.pool module
      • tanat.sequence.base.sequence module
      • tanat.sequence.base.settings module
      • tanat.sequence.base.view_mixin module
      • Module contents
    • tanat.sequence.type package
      • Subpackages
      • Module contents
  • Submodules
  • tanat.sequence.shortcuts module
    • build_events()
    • build_intervals()
    • build_states()
  • Module contents
    • EventEntity
    • EventSequence
      • EventSequence.SETTINGS_CLASS
      • EventSequence.__init__()
    • EventSequencePool
      • EventSequencePool.SETTINGS_CLASS
      • EventSequencePool.__init__()
      • EventSequencePool.as_event()
      • EventSequencePool.as_interval()
      • EventSequencePool.as_state()
      • EventSequencePool.builder()
    • EventSequenceSettings
      • EventSequenceSettings.__init__()
      • EventSequenceSettings.get_time_columns()
      • EventSequenceSettings.id_column
      • EventSequenceSettings.model_dump()
      • EventSequenceSettings.time_column
    • IntervalEntity
    • IntervalSequence
      • IntervalSequence.SETTINGS_CLASS
      • IntervalSequence.__init__()
    • IntervalSequencePool
      • IntervalSequencePool.SETTINGS_CLASS
      • IntervalSequencePool.__init__()
      • IntervalSequencePool.as_event()
      • IntervalSequencePool.as_interval()
      • IntervalSequencePool.as_state()
      • IntervalSequencePool.builder()
    • IntervalSequenceSettings
      • IntervalSequenceSettings.__init__()
      • IntervalSequenceSettings.end_column
      • IntervalSequenceSettings.get_time_columns()
      • IntervalSequenceSettings.id_column
      • IntervalSequenceSettings.model_dump()
      • IntervalSequenceSettings.start_column
    • Sequence
      • Sequence.__init__()
      • Sequence.apply()
      • Sequence.copy()
      • Sequence.describe()
      • Sequence.filter_entities()
      • Sequence.from_parent()
      • Sequence.id_value
      • Sequence.match()
      • Sequence.static_data()
      • Sequence.t0
      • Sequence.t0_nearest_rank
      • Sequence.temporal_data()
    • SequencePool
      • SequencePool.MAX_BINS_LIMIT
      • SequencePool.__init__()
      • SequencePool.add_entity_features()
      • SequencePool.add_static_features()
      • SequencePool.apply()
      • SequencePool.binned_data()
      • SequencePool.cast_features()
      • SequencePool.cast_id()
      • SequencePool.cast_to_datetime()
      • SequencePool.cast_to_timestep()
      • SequencePool.copy()
      • SequencePool.describe()
      • SequencePool.drop_features()
      • SequencePool.extend()
      • SequencePool.filter_entities()
      • SequencePool.from_parent()
      • SequencePool.get_sequences()
      • SequencePool.is_dirty
      • SequencePool.save()
      • SequencePool.set_t0()
      • SequencePool.static_data()
      • SequencePool.subset()
      • SequencePool.survival_target()
      • SequencePool.t0_data()
      • SequencePool.temporal_data()
      • SequencePool.to_dummies()
      • SequencePool.to_tensor()
      • SequencePool.train_test_split()
      • SequencePool.unique_ids
      • SequencePool.which()
    • StateEntity
    • StateSequence
      • StateSequence.SETTINGS_CLASS
      • StateSequence.__init__()
      • StateSequence.filter_entities()
    • StateSequencePool
      • StateSequencePool.SETTINGS_CLASS
      • StateSequencePool.__init__()
      • StateSequencePool.as_event()
      • StateSequencePool.as_interval()
      • StateSequencePool.as_state()
      • StateSequencePool.builder()
      • StateSequencePool.filter_entities()
    • StateSequenceSettings
      • StateSequenceSettings.__init__()
      • StateSequenceSettings.end_column
      • StateSequenceSettings.get_time_columns()
      • StateSequenceSettings.model_dump()
      • StateSequenceSettings.start_column
    • build_events()
    • build_intervals()
    • build_states()
• tanat.store package
  • Subpackages
    • tanat.store.base package
      • Submodules
      • tanat.store.base.static module
      • tanat.store.base.store module
      • tanat.store.base.utils module
      • tanat.store.base.virtual module
      • Module contents
    • tanat.store.sequence package
      • Subpackages
      • Submodules
      • tanat.store.sequence.schema module
      • tanat.store.sequence.store module
      • Module contents
    • tanat.store.source package
      • Subpackages
      • Submodules
      • tanat.store.source.base module
      • Module contents
    • tanat.store.trajectory package
      • Submodules
      • tanat.store.trajectory.builder module
      • tanat.store.trajectory.schema module
      • tanat.store.trajectory.store module
      • Module contents
  • Submodules
  • tanat.store.factory module
    • StoreFactory
      • StoreFactory.CORE_FILENAME
      • StoreFactory.from_path()
      • StoreFactory.get_core_path()
      • StoreFactory.load_core()
  • Module contents
• tanat.trajectory package
  • Submodules
  • tanat.trajectory.pool module
    • TrajectoryPool
      • TrajectoryPool.SETTINGS_CLASS
      • TrajectoryPool.__init__()
      • TrajectoryPool.add_static_features()
      • TrajectoryPool.binned_data()
      • TrajectoryPool.builder()
      • TrajectoryPool.cast_id()
      • TrajectoryPool.cast_static_features()
      • TrajectoryPool.cast_to_datetime()
      • TrajectoryPool.cast_to_timestep()
      • TrajectoryPool.copy()
      • TrajectoryPool.describe()
      • TrajectoryPool.drop_sequence_pools()
      • TrajectoryPool.drop_static_features()
      • TrajectoryPool.extend()
      • TrajectoryPool.filter_entities()
      • TrajectoryPool.get_trajectories()
      • TrajectoryPool.is_dirty
      • TrajectoryPool.items()
      • TrajectoryPool.save()
      • TrajectoryPool.sequence_pools
      • TrajectoryPool.set_t0()
      • TrajectoryPool.static_data()
      • TrajectoryPool.subset()
      • TrajectoryPool.t0_data()
      • TrajectoryPool.to_tensor()
      • TrajectoryPool.train_test_split()
      • TrajectoryPool.unique_ids
      • TrajectoryPool.which()
  • tanat.trajectory.settings module
    • TrajectorySettings
      • TrajectorySettings.id_column
      • TrajectorySettings.static_features
      • TrajectorySettings.__init__()
      • TrajectorySettings.available_features()
      • TrajectorySettings.get_column_rename_map()
      • TrajectorySettings.id_column
      • TrajectorySettings.model_dump()
      • TrajectorySettings.normalize_static_features()
      • TrajectorySettings.static_features
      • TrajectorySettings.validate_features()
  • tanat.trajectory.shortcuts module
    • build_trajectories()
  • tanat.trajectory.trajectory module
    • Trajectory
      • Trajectory.SETTINGS_CLASS
      • Trajectory.__init__()
      • Trajectory.describe()
      • Trajectory.from_parent()
      • Trajectory.id_value
      • Trajectory.items()
      • Trajectory.keys()
      • Trajectory.match()
      • Trajectory.sequences
      • Trajectory.static_data()
      • Trajectory.t0
      • Trajectory.t0_nearest_rank
      • Trajectory.values()
  • tanat.trajectory.view_mixin module
    • TrajectoryFrameAssembler
      • TrajectoryFrameAssembler.__init__()
      • TrajectoryFrameAssembler.ids()
      • TrajectoryFrameAssembler.select()
      • TrajectoryFrameAssembler.static()
      • TrajectoryFrameAssembler.static_for_store()
    • TrajectoryViewMixin
      • TrajectoryViewMixin.apply()
      • TrajectoryViewMixin.metadata
  • Module contents
    • Trajectory
      • Trajectory.SETTINGS_CLASS
      • Trajectory.__init__()
      • Trajectory.describe()
      • Trajectory.from_parent()
      • Trajectory.id_value
      • Trajectory.items()
      • Trajectory.keys()
      • Trajectory.match()
      • Trajectory.sequences
      • Trajectory.static_data()
      • Trajectory.t0
      • Trajectory.t0_nearest_rank
      • Trajectory.values()
    • TrajectoryPool
      • TrajectoryPool.SETTINGS_CLASS
      • TrajectoryPool.__init__()
      • TrajectoryPool.add_static_features()
      • TrajectoryPool.binned_data()
      • TrajectoryPool.builder()
      • TrajectoryPool.cast_id()
      • TrajectoryPool.cast_static_features()
      • TrajectoryPool.cast_to_datetime()
      • TrajectoryPool.cast_to_timestep()
      • TrajectoryPool.copy()
      • TrajectoryPool.describe()
      • TrajectoryPool.drop_sequence_pools()
      • TrajectoryPool.drop_static_features()
      • TrajectoryPool.extend()
      • TrajectoryPool.filter_entities()
      • TrajectoryPool.get_trajectories()
      • TrajectoryPool.is_dirty
      • TrajectoryPool.items()
      • TrajectoryPool.save()
      • TrajectoryPool.sequence_pools
      • TrajectoryPool.set_t0()
      • TrajectoryPool.static_data()
      • TrajectoryPool.subset()
      • TrajectoryPool.t0_data()
      • TrajectoryPool.to_tensor()
      • TrajectoryPool.train_test_split()
      • TrajectoryPool.unique_ids
      • TrajectoryPool.which()
    • TrajectorySettings
      • TrajectorySettings.id_column
      • TrajectorySettings.static_features
      • TrajectorySettings.__init__()
      • TrajectorySettings.available_features()
      • TrajectorySettings.get_column_rename_map()
      • TrajectorySettings.id_column
      • TrajectorySettings.model_dump()
      • TrajectorySettings.normalize_static_features()
      • TrajectorySettings.static_features
      • TrajectorySettings.validate_features()
    • build_trajectories()
• tanat.visualization package
  • Subpackages
    • tanat.visualization.sequence package
      • Subpackages
      • Submodules
      • tanat.visualization.sequence.core module
      • Module contents
    • tanat.visualization.style package
      • Submodules
      • tanat.visualization.style.axis module
      • tanat.visualization.style.base module
      • tanat.visualization.style.facet module
      • tanat.visualization.style.grid module
      • tanat.visualization.style.legend module
      • tanat.visualization.style.title module
      • Module contents
    • tanat.visualization.utils package
      • Submodules
      • tanat.visualization.utils.color_manager module
      • tanat.visualization.utils.result module
      • Module contents
  • Module contents
    • SequenceVisualizer
      • SequenceVisualizer.barplot()
      • SequenceVisualizer.distribution()
      • SequenceVisualizer.spanplot()
      • SequenceVisualizer.timeline()
• tanat.zeroing package
  • Subpackages
    • tanat.zeroing.type package
      • Submodules
      • tanat.zeroing.type.direct module
      • tanat.zeroing.type.feature module
      • tanat.zeroing.type.position module
      • tanat.zeroing.type.query module
      • Module contents
  • Submodules
  • tanat.zeroing.base module
    • T0Setter
      • T0Setter.__init__()
      • T0Setter.anchor
      • T0Setter.compute_from_sequence()
      • T0Setter.compute_from_trajectory()
      • T0Setter.default()
      • T0Setter.df
      • T0Setter.normalize_anchor()
      • T0Setter.strategy_summary
  • Module contents
    • DirectT0Setter
      • DirectT0Setter.__init__()
    • FeatureT0Setter
      • FeatureT0Setter.__init__()
      • FeatureT0Setter.compute_from_trajectory()
    • PositionT0Setter
      • PositionT0Setter.__init__()
    • QueryT0Setter
      • QueryT0Setter.__init__()
    • T0Setter
      • T0Setter.__init__()
      • T0Setter.anchor
      • T0Setter.compute_from_sequence()
      • T0Setter.compute_from_trajectory()
      • T0Setter.default()
      • T0Setter.df
      • T0Setter.normalize_anchor()
      • T0Setter.strategy_summary

Submodules

tanat.exceptions module

Main exceptions module.

All custom exceptions raised by the library inherit from TanaTException.

exception tanat.exceptions.TanaTException

Bases: Exception

Root exception for all TanaT errors.

tanat.version module

Version file automatically generated by setuptools-scm via hatch-vcs. https://pypi.org/project/setuptools-scm/ ofek/hatch-vcs Do not track this file and do not edit it manually.

Module contents

TanaT - Temporal Analysis of Trajectories

tanat.get_workspace()

Get the active workspace instance.

tanat.set_workspace(path: str)

Set the active workspace to a new directory.