Index

_

__init__() (tasrif.data_readers.fitbit_interday_dataset.FitbitInterdayDataset method) (tasrif.data_readers.fitbit_intraday_dataset.FitbitIntradayDataset method) (tasrif.data_readers.my_heart_counts.MyHeartCountsDataset method) (tasrif.data_readers.siha_dataset.SihaDataset method) (tasrif.data_readers.sleep_health.SleepHealthDataset method) (tasrif.data_readers.withings_dataset.WithingsDataset method) (tasrif.data_readers.zenodo_fitbit_dataset.ZenodoFitbitDataset method) (tasrif.processing_pipeline.compose_operator.ComposeOperator method) (tasrif.processing_pipeline.custom.add_duration_operator.AddDurationOperator method) (tasrif.processing_pipeline.custom.aggregate_operator.AggregateOperator method) (tasrif.processing_pipeline.custom.categorize_duration_operator.CategorizeDurationOperator method) (tasrif.processing_pipeline.custom.categorize_time_operator.CategorizeTimeOperator method) (tasrif.processing_pipeline.custom.create_feature_operator.CreateFeatureOperator method) (tasrif.processing_pipeline.custom.distributed_upsample_operator.DistributedUpsampleOperator method) (tasrif.processing_pipeline.custom.drop_index_duplicates_operator.DropIndexDuplicatesOperator method) (tasrif.processing_pipeline.custom.encode_cyclical_features_operator.EncodeCyclicalFeaturesOperator method) (tasrif.processing_pipeline.custom.filter_operator.FilterOperator method) (tasrif.processing_pipeline.custom.iterate_json_operator.IterateJsonOperator method) (tasrif.processing_pipeline.custom.jq_operator.JqOperator method) (tasrif.processing_pipeline.custom.json_pivot_operator.JsonPivotOperator method) (tasrif.processing_pipeline.custom.linear_fit_operator.LinearFitOperator method) (tasrif.processing_pipeline.custom.normalize_operator.NormalizeOperator method) (tasrif.processing_pipeline.custom.normalize_transform_operator.NormalizeTransformOperator method) (tasrif.processing_pipeline.custom.one_hot_encoder.OneHotEncoderOperator method) (tasrif.processing_pipeline.custom.participation_overview_operator.ParticipationOverviewOperator method) (tasrif.processing_pipeline.custom.read_csv_folder_operator.ReadCsvFolderOperator method) (tasrif.processing_pipeline.custom.read_nested_csv_operator.ReadNestedCsvOperator method) (tasrif.processing_pipeline.custom.resample_operator.ResampleOperator method) (tasrif.processing_pipeline.custom.set_features_value_operator.SetFeaturesValueOperator method) (tasrif.processing_pipeline.custom.set_start_hour_of_day_operator.SetStartHourOfDayOperator method) (tasrif.processing_pipeline.custom.sliding_window_operator.SlidingWindowOperator method) (tasrif.processing_pipeline.custom.statistics_operator.StatisticsOperator method) (tasrif.processing_pipeline.kats.calculate_timeseries_properties_operator.CalculateTimeseriesPropertiesOperator method) (tasrif.processing_pipeline.noop_operator.NoopOperator method) (tasrif.processing_pipeline.observers.dataprep_observer.DataprepObserver method) (tasrif.processing_pipeline.observers.groupby_logger.GroupbyLogger method) (tasrif.processing_pipeline.observers.logger.Logger method) (tasrif.processing_pipeline.observers.visualize_days_observer.VisualizeDaysObserver method) (tasrif.processing_pipeline.pandas.astype_operator.AsTypeOperator method) (tasrif.processing_pipeline.pandas.concat_operator.ConcatOperator method) (tasrif.processing_pipeline.pandas.convert_to_datetime.ConvertToDatetimeOperator method) (tasrif.processing_pipeline.pandas.corr_operator.CorrOperator method) (tasrif.processing_pipeline.pandas.cut_operator.CutOperator method) (tasrif.processing_pipeline.pandas.drop_duplicates_operator.DropDuplicatesOperator method) (tasrif.processing_pipeline.pandas.drop_features_operator.DropFeaturesOperator method) (tasrif.processing_pipeline.pandas.drop_na_operator.DropNAOperator method) (tasrif.processing_pipeline.pandas.fill_na_operator.FillNAOperator method) (tasrif.processing_pipeline.pandas.groupby_operator.GroupbyOperator method) (tasrif.processing_pipeline.pandas.json_normalize_operator.JsonNormalizeOperator method) (tasrif.processing_pipeline.pandas.mean_operator.MeanOperator method) (tasrif.processing_pipeline.pandas.merge_operator.MergeOperator method) (tasrif.processing_pipeline.pandas.pivot_operator.PivotOperator method) (tasrif.processing_pipeline.pandas.pivot_reset_columns_operator.PivotResetColumnsOperator method) (tasrif.processing_pipeline.pandas.qcut_operator.QCutOperator method) (tasrif.processing_pipeline.pandas.read_csv_operator.ReadCsvOperator method) (tasrif.processing_pipeline.pandas.rename_operator.RenameOperator method) (tasrif.processing_pipeline.pandas.replace_operator.ReplaceOperator method) (tasrif.processing_pipeline.pandas.reset_index_operator.ResetIndexOperator method) (tasrif.processing_pipeline.pandas.rolling_operator.RollingOperator method) (tasrif.processing_pipeline.pandas.set_index_operator.SetIndexOperator method) (tasrif.processing_pipeline.pandas.sort_operator.SortOperator method) (tasrif.processing_pipeline.pandas.sum_operator.SumOperator method) (tasrif.processing_pipeline.pandas_operator.PandasOperator method) (tasrif.processing_pipeline.parallel_operator.ParallelOperator method) (tasrif.processing_pipeline.processing_operator.ProcessingOperator method) (tasrif.processing_pipeline.scoped_processing_operator.ScopedProcessingOperator method) (tasrif.processing_pipeline.sequence_operator.SequenceOperator method) (tasrif.processing_pipeline.split_operator.SplitOperator method) (tasrif.processing_pipeline.tsfresh.tsfresh_feature_extractor_operator.TSFreshFeatureExtractorOperator method) (tasrif.processing_pipeline.variable.Variable method)

__str__() (tasrif.processing_pipeline.pandas.drop_features_operator.DropFeaturesOperator method)

A

AddDurationOperator (class in tasrif.processing_pipeline.custom.add_duration_operator)

AggregateOperator (class in tasrif.processing_pipeline.custom.aggregate_operator) AsTypeOperator (class in tasrif.processing_pipeline.pandas.astype_operator)

C

CalculateTimeseriesPropertiesOperator (class in tasrif.processing_pipeline.kats.calculate_timeseries_properties_operator) CategorizeDurationOperator (class in tasrif.processing_pipeline.custom.categorize_duration_operator) CategorizeTimeOperator (class in tasrif.processing_pipeline.custom.categorize_time_operator) ComposeOperator (class in tasrif.processing_pipeline.compose_operator)

ConcatOperator (class in tasrif.processing_pipeline.pandas.concat_operator) ConvertToDatetimeOperator (class in tasrif.processing_pipeline.pandas.convert_to_datetime) CorrOperator (class in tasrif.processing_pipeline.pandas.corr_operator) CreateFeatureOperator (class in tasrif.processing_pipeline.custom.create_feature_operator) CutOperator (class in tasrif.processing_pipeline.pandas.cut_operator)

D

DataprepObserver (class in tasrif.processing_pipeline.observers.dataprep_observer) DistributedUpsampleOperator (class in tasrif.processing_pipeline.custom.distributed_upsample_operator) DropDuplicatesOperator (class in tasrif.processing_pipeline.pandas.drop_duplicates_operator)

DropFeaturesOperator (class in tasrif.processing_pipeline.pandas.drop_features_operator) DropIndexDuplicatesOperator (class in tasrif.processing_pipeline.custom.drop_index_duplicates_operator) DropNAOperator (class in tasrif.processing_pipeline.pandas.drop_na_operator)

E

EncodeCyclicalFeaturesOperator (class in tasrif.processing_pipeline.custom.encode_cyclical_features_operator)

F

FillNAOperator (class in tasrif.processing_pipeline.pandas.fill_na_operator) FilterOperator (class in tasrif.processing_pipeline.custom.filter_operator) FitbitInterdayDataset (class in tasrif.data_readers.fitbit_interday_dataset)

FitbitIntradayDataset (class in tasrif.data_readers.fitbit_intraday_dataset) FlattenOperator (class in tasrif.processing_pipeline.custom.flatten_operator) FunctionalObserver (class in tasrif.processing_pipeline.observers.functional_observer)

G

GroupbyCompatibleValidatorMixin (class in tasrif.processing_pipeline.validators)

GroupbyLogger (class in tasrif.processing_pipeline.observers.groupby_logger) GroupbyOperator (class in tasrif.processing_pipeline.pandas.groupby_operator)

I

init_ray() (tasrif.processing_pipeline.parallel_operator.ParallelOperator static method) initial (tasrif.processing_pipeline.reduce_processing_operator.ReduceProcessingOperator attribute) InputsAreDataFramesValidatorMixin (class in tasrif.processing_pipeline.validators) is_functional() (tasrif.processing_pipeline.compose_operator.ComposeOperator method) (tasrif.processing_pipeline.processing_operator.ProcessingOperator method) (tasrif.processing_pipeline.scoped_processing_operator.ScopedProcessingOperator method) (tasrif.processing_pipeline.sequence_operator.SequenceOperator method) (tasrif.processing_pipeline.split_operator.SplitOperator method)

IterateJsonOperator (class in tasrif.processing_pipeline.custom.iterate_json_operator)

J

JqOperator (class in tasrif.processing_pipeline.custom.jq_operator)

JsonNormalizeOperator (class in tasrif.processing_pipeline.pandas.json_normalize_operator) JsonPivotOperator (class in tasrif.processing_pipeline.custom.json_pivot_operator)

L

LinearFitOperator (class in tasrif.processing_pipeline.custom.linear_fit_operator)

Logger (class in tasrif.processing_pipeline.observers.logger)

M

MapProcessingOperator (class in tasrif.processing_pipeline.map_processing_operator) MeanOperator (class in tasrif.processing_pipeline.pandas.mean_operator) MergeOperator (class in tasrif.processing_pipeline.pandas.merge_operator) module tasrif.data_readers tasrif.data_readers.fitbit_interday_dataset tasrif.data_readers.fitbit_intraday_dataset tasrif.data_readers.my_heart_counts tasrif.data_readers.siha_dataset tasrif.data_readers.sleep_health tasrif.data_readers.withings_dataset tasrif.data_readers.zenodo_fitbit_dataset tasrif.processing_pipeline tasrif.processing_pipeline.compose_operator tasrif.processing_pipeline.custom tasrif.processing_pipeline.custom.add_duration_operator tasrif.processing_pipeline.custom.aggregate_operator tasrif.processing_pipeline.custom.categorize_duration_operator tasrif.processing_pipeline.custom.categorize_time_operator tasrif.processing_pipeline.custom.create_feature_operator tasrif.processing_pipeline.custom.distributed_upsample_operator tasrif.processing_pipeline.custom.drop_index_duplicates_operator tasrif.processing_pipeline.custom.encode_cyclical_features_operator tasrif.processing_pipeline.custom.filter_operator tasrif.processing_pipeline.custom.flatten_operator tasrif.processing_pipeline.custom.iterate_json_operator tasrif.processing_pipeline.custom.jq_operator tasrif.processing_pipeline.custom.json_pivot_operator tasrif.processing_pipeline.custom.linear_fit_operator tasrif.processing_pipeline.custom.normalize_operator tasrif.processing_pipeline.custom.normalize_transform_operator tasrif.processing_pipeline.custom.one_hot_encoder tasrif.processing_pipeline.custom.participation_overview_operator tasrif.processing_pipeline.custom.read_csv_folder_operator tasrif.processing_pipeline.custom.read_nested_csv_operator tasrif.processing_pipeline.custom.resample_operator tasrif.processing_pipeline.custom.set_features_value_operator tasrif.processing_pipeline.custom.set_start_hour_of_day_operator tasrif.processing_pipeline.custom.sliding_window_operator tasrif.processing_pipeline.custom.statistics_operator tasrif.processing_pipeline.kats tasrif.processing_pipeline.kats.calculate_timeseries_properties_operator tasrif.processing_pipeline.map_processing_operator tasrif.processing_pipeline.noop_operator tasrif.processing_pipeline.observer tasrif.processing_pipeline.observers tasrif.processing_pipeline.observers.dataprep_observer tasrif.processing_pipeline.observers.functional_observer tasrif.processing_pipeline.observers.groupby_logger tasrif.processing_pipeline.observers.logger tasrif.processing_pipeline.observers.visualize_days_observer tasrif.processing_pipeline.pandas tasrif.processing_pipeline.pandas.astype_operator tasrif.processing_pipeline.pandas.concat_operator tasrif.processing_pipeline.pandas.convert_to_datetime tasrif.processing_pipeline.pandas.corr_operator tasrif.processing_pipeline.pandas.cut_operator tasrif.processing_pipeline.pandas.drop_duplicates_operator tasrif.processing_pipeline.pandas.drop_features_operator tasrif.processing_pipeline.pandas.drop_na_operator tasrif.processing_pipeline.pandas.fill_na_operator tasrif.processing_pipeline.pandas.groupby_operator tasrif.processing_pipeline.pandas.json_normalize_operator tasrif.processing_pipeline.pandas.mean_operator tasrif.processing_pipeline.pandas.merge_operator tasrif.processing_pipeline.pandas.pivot_operator tasrif.processing_pipeline.pandas.pivot_reset_columns_operator tasrif.processing_pipeline.pandas.qcut_operator tasrif.processing_pipeline.pandas.read_csv_operator tasrif.processing_pipeline.pandas.rename_operator tasrif.processing_pipeline.pandas.replace_operator tasrif.processing_pipeline.pandas.reset_index_operator tasrif.processing_pipeline.pandas.rolling_operator tasrif.processing_pipeline.pandas.set_index_operator tasrif.processing_pipeline.pandas.sort_operator tasrif.processing_pipeline.pandas.sum_operator tasrif.processing_pipeline.pandas_operator tasrif.processing_pipeline.parallel_operator tasrif.processing_pipeline.processing_operator tasrif.processing_pipeline.reduce_processing_operator tasrif.processing_pipeline.scoped_processing_operator tasrif.processing_pipeline.sequence_operator tasrif.processing_pipeline.split_operator tasrif.processing_pipeline.tsfresh tasrif.processing_pipeline.tsfresh.tsfresh_feature_extractor_operator tasrif.processing_pipeline.validators tasrif.processing_pipeline.variable

MyHeartCountsDataset (class in tasrif.data_readers.my_heart_counts)

N

NoopOperator (class in tasrif.processing_pipeline.noop_operator)

NormalizeOperator (class in tasrif.processing_pipeline.custom.normalize_operator) NormalizeTransformOperator (class in tasrif.processing_pipeline.custom.normalize_transform_operator)

O

observe() (tasrif.processing_pipeline.observer.Observer method) (tasrif.processing_pipeline.observers.functional_observer.FunctionalObserver method) (tasrif.processing_pipeline.observers.groupby_logger.GroupbyLogger method) (tasrif.processing_pipeline.observers.logger.Logger method) (tasrif.processing_pipeline.processing_operator.ProcessingOperator method)

Observer (class in tasrif.processing_pipeline.observer) OneHotEncoderOperator (class in tasrif.processing_pipeline.custom.one_hot_encoder)

P

PandasOperator (class in tasrif.processing_pipeline.pandas_operator) ParallelOperator (class in tasrif.processing_pipeline.parallel_operator) ParticipationOverviewOperator (class in tasrif.processing_pipeline.custom.participation_overview_operator) PivotOperator (class in tasrif.processing_pipeline.pandas.pivot_operator) PivotResetColumnsOperator (class in tasrif.processing_pipeline.pandas.pivot_reset_columns_operator) process() (tasrif.data_readers.fitbit_interday_dataset.FitbitInterdayDataset method) (tasrif.data_readers.fitbit_intraday_dataset.FitbitIntradayDataset method) (tasrif.data_readers.my_heart_counts.MyHeartCountsDataset method) (tasrif.data_readers.siha_dataset.SihaDataset method) (tasrif.data_readers.sleep_health.SleepHealthDataset method) (tasrif.data_readers.withings_dataset.WithingsDataset method) (tasrif.data_readers.zenodo_fitbit_dataset.ZenodoFitbitDataset method) (tasrif.processing_pipeline.processing_operator.ProcessingOperator method) (tasrif.processing_pipeline.tsfresh.tsfresh_feature_extractor_operator.TSFreshFeatureExtractorOperator method)

ProcessingOperator (class in tasrif.processing_pipeline.processing_operator)

Q

QCutOperator (class in tasrif.processing_pipeline.pandas.qcut_operator)

R

ReadCsvFolderOperator (class in tasrif.processing_pipeline.custom.read_csv_folder_operator) ReadCsvOperator (class in tasrif.processing_pipeline.pandas.read_csv_operator) ReadNestedCsvOperator (class in tasrif.processing_pipeline.custom.read_nested_csv_operator) ReduceProcessingOperator (class in tasrif.processing_pipeline.reduce_processing_operator)

RenameOperator (class in tasrif.processing_pipeline.pandas.rename_operator) ReplaceOperator (class in tasrif.processing_pipeline.pandas.replace_operator) ResampleOperator (class in tasrif.processing_pipeline.custom.resample_operator) ResetIndexOperator (class in tasrif.processing_pipeline.pandas.reset_index_operator) RollingOperator (class in tasrif.processing_pipeline.pandas.rolling_operator)

S

ScopedProcessingOperator (class in tasrif.processing_pipeline.scoped_processing_operator) SequenceOperator (class in tasrif.processing_pipeline.sequence_operator) set_observers() (tasrif.processing_pipeline.compose_operator.ComposeOperator method) (tasrif.processing_pipeline.custom.aggregate_operator.AggregateOperator method) (tasrif.processing_pipeline.processing_operator.ProcessingOperator method) (tasrif.processing_pipeline.scoped_processing_operator.ScopedProcessingOperator method) (tasrif.processing_pipeline.sequence_operator.SequenceOperator method) (tasrif.processing_pipeline.split_operator.SplitOperator method) SetFeaturesValueOperator (class in tasrif.processing_pipeline.custom.set_features_value_operator)

SetIndexOperator (class in tasrif.processing_pipeline.pandas.set_index_operator) SetStartHourOfDayOperator (class in tasrif.processing_pipeline.custom.set_start_hour_of_day_operator) SihaDataset (class in tasrif.data_readers.siha_dataset) SleepHealthDataset (class in tasrif.data_readers.sleep_health) SlidingWindowOperator (class in tasrif.processing_pipeline.custom.sliding_window_operator) SortOperator (class in tasrif.processing_pipeline.pandas.sort_operator) SplitOperator (class in tasrif.processing_pipeline.split_operator) StatisticsOperator (class in tasrif.processing_pipeline.custom.statistics_operator) SumOperator (class in tasrif.processing_pipeline.pandas.sum_operator)

T

tasrif.data_readers module tasrif.data_readers.fitbit_interday_dataset module tasrif.data_readers.fitbit_intraday_dataset module tasrif.data_readers.my_heart_counts module tasrif.data_readers.siha_dataset module tasrif.data_readers.sleep_health module tasrif.data_readers.withings_dataset module tasrif.data_readers.zenodo_fitbit_dataset module tasrif.processing_pipeline module tasrif.processing_pipeline.compose_operator module tasrif.processing_pipeline.custom module tasrif.processing_pipeline.custom.add_duration_operator module tasrif.processing_pipeline.custom.aggregate_operator module tasrif.processing_pipeline.custom.categorize_duration_operator module tasrif.processing_pipeline.custom.categorize_time_operator module tasrif.processing_pipeline.custom.create_feature_operator module tasrif.processing_pipeline.custom.distributed_upsample_operator module tasrif.processing_pipeline.custom.drop_index_duplicates_operator module tasrif.processing_pipeline.custom.encode_cyclical_features_operator module tasrif.processing_pipeline.custom.filter_operator module tasrif.processing_pipeline.custom.flatten_operator module tasrif.processing_pipeline.custom.iterate_json_operator module tasrif.processing_pipeline.custom.jq_operator module tasrif.processing_pipeline.custom.json_pivot_operator module tasrif.processing_pipeline.custom.linear_fit_operator module tasrif.processing_pipeline.custom.normalize_operator module tasrif.processing_pipeline.custom.normalize_transform_operator module tasrif.processing_pipeline.custom.one_hot_encoder module tasrif.processing_pipeline.custom.participation_overview_operator module tasrif.processing_pipeline.custom.read_csv_folder_operator module tasrif.processing_pipeline.custom.read_nested_csv_operator module tasrif.processing_pipeline.custom.resample_operator module tasrif.processing_pipeline.custom.set_features_value_operator module tasrif.processing_pipeline.custom.set_start_hour_of_day_operator module tasrif.processing_pipeline.custom.sliding_window_operator module tasrif.processing_pipeline.custom.statistics_operator module tasrif.processing_pipeline.kats module tasrif.processing_pipeline.kats.calculate_timeseries_properties_operator module tasrif.processing_pipeline.map_processing_operator module tasrif.processing_pipeline.noop_operator module tasrif.processing_pipeline.observer module tasrif.processing_pipeline.observers module

tasrif.processing_pipeline.observers.dataprep_observer module tasrif.processing_pipeline.observers.functional_observer module tasrif.processing_pipeline.observers.groupby_logger module tasrif.processing_pipeline.observers.logger module tasrif.processing_pipeline.observers.visualize_days_observer module tasrif.processing_pipeline.pandas module tasrif.processing_pipeline.pandas.astype_operator module tasrif.processing_pipeline.pandas.concat_operator module tasrif.processing_pipeline.pandas.convert_to_datetime module tasrif.processing_pipeline.pandas.corr_operator module tasrif.processing_pipeline.pandas.cut_operator module tasrif.processing_pipeline.pandas.drop_duplicates_operator module tasrif.processing_pipeline.pandas.drop_features_operator module tasrif.processing_pipeline.pandas.drop_na_operator module tasrif.processing_pipeline.pandas.fill_na_operator module tasrif.processing_pipeline.pandas.groupby_operator module tasrif.processing_pipeline.pandas.json_normalize_operator module tasrif.processing_pipeline.pandas.mean_operator module tasrif.processing_pipeline.pandas.merge_operator module tasrif.processing_pipeline.pandas.pivot_operator module tasrif.processing_pipeline.pandas.pivot_reset_columns_operator module tasrif.processing_pipeline.pandas.qcut_operator module tasrif.processing_pipeline.pandas.read_csv_operator module tasrif.processing_pipeline.pandas.rename_operator module tasrif.processing_pipeline.pandas.replace_operator module tasrif.processing_pipeline.pandas.reset_index_operator module tasrif.processing_pipeline.pandas.rolling_operator module tasrif.processing_pipeline.pandas.set_index_operator module tasrif.processing_pipeline.pandas.sort_operator module tasrif.processing_pipeline.pandas.sum_operator module tasrif.processing_pipeline.pandas_operator module tasrif.processing_pipeline.parallel_operator module tasrif.processing_pipeline.processing_operator module tasrif.processing_pipeline.reduce_processing_operator module tasrif.processing_pipeline.scoped_processing_operator module tasrif.processing_pipeline.sequence_operator module tasrif.processing_pipeline.split_operator module tasrif.processing_pipeline.tsfresh module tasrif.processing_pipeline.tsfresh.tsfresh_feature_extractor_operator module tasrif.processing_pipeline.validators module tasrif.processing_pipeline.variable module TSFreshFeatureExtractorOperator (class in tasrif.processing_pipeline.tsfresh.tsfresh_feature_extractor_operator)

V

ValidationError

Variable (class in tasrif.processing_pipeline.variable) VisualizeDaysObserver (class in tasrif.processing_pipeline.observers.visualize_days_observer)

W

WithingsDataset (class in tasrif.data_readers.withings_dataset)

Z

ZenodoFitbitDataset (class in tasrif.data_readers.zenodo_fitbit_dataset)