Index

_

__call__() (AnalysisFunction method), [1], [2], [3], [4], [5], [6], [7] (FeatureExtractor method), [1], [2], [3] (StetsonJ method), [1], [2] (StructureFunction2 method), [1], [2] __del__() (Ensemble method), [1] __enter__() (Ensemble method), [1] __exit__() (Ensemble method), [1] __getitem__() (EnsembleFrame method), [1], [2] (IndexCallable method), [1] (SourceFrame method), [1], [2] __post_init__() (StructureFunctionArgumentContainer method), [1] __slots__ (IndexCallable attribute), [1] _bin_dts() (StructureFunctionCalculator method), [1] _bootstrap() (StructureFunctionCalculator method), [1] _build_index() (Ensemble method), [1] (TimeSeries method), [1], [2] _calculate_binned_statistics() (StructureFunctionCalculator method), [1] _calculate_differences() (StructureFunctionLightCurve method), [1] _check_input_data_length_is_sufficient() (LightCurve method), [1], [2] _check_input_data_size_is_equal() (LightCurve method), [1], [2] _constructor (TapeFrame property), [1], [2] (TapeObjectFrame property), [1], [2] (TapeSeries property), [1], [2] (TapeSourceFrame property), [1], [2]

_constructor_expanddim (TapeFrame property), [1], [2] (TapeObjectFrame property), [1], [2] (TapeSourceFrame property), [1], [2] _constructor_sliced (TapeSeries property), [1], [2] _filter_nans() (LightCurve method), [1], [2] _generate_frame_label() (Ensemble method), [1] _generate_object_table() (Ensemble method), [1] _get_difference_values_per_lightcurve() (StructureFunctionCalculator method), [1] _lazy_sync_tables() (Ensemble method), [1] _lazy_sync_tables_from_frame() (Ensemble method), [1] _load_column_mapper() (Ensemble method), [1] _partition_type (EnsembleFrame attribute), [1], [2] (EnsembleSeries attribute), [1], [2] (ObjectFrame attribute), [1], [2] (SourceFrame attribute), [1], [2] _process_input_data() (LightCurve method), [1], [2] _set_known_map() (ColumnMapper method), [1], [2], [3] (PS1ColumnMapper method) (ZTFColumnMapper method) _standardize_batch() (Ensemble method), [1] _sync_tables() (Ensemble method), [1] _translate_meta() (Ensemble method), [1]

A

add_frame() (Ensemble method), [1] AnalysisFunction (class in tape), [1] (class in tape.analysis) (class in tape.analysis.base)

assign() (ColumnMapper method), [1], [2], [3] (Ensemble method), [1] available_datasets() (Ensemble method), [1]

B

band (StructureFunctionArgumentContainer attribute), [1] (TimeSeries property), [1], [2] band_to_calc (StructureFunctionArgumentContainer attribute), [1] BasicStructureFunctionCalculator (class in tape.analysis.structure_function) (class in tape.analysis.structure_function.basic.calculator) batch() (Ensemble method), [1] Bauer2009AStructureFunctionCalculator (class in tape.analysis.structure_function) (class in tape.analysis.structure_function.bauer_2009a.calculator)

Bauer2009BStructureFunctionCalculator (class in tape.analysis.structure_function) (class in tape.analysis.structure_function.bauer_2009b.calculator) bin_count_target (StructureFunctionArgumentContainer attribute), [1] bin_method (StructureFunctionArgumentContainer attribute), [1] bin_sources() (Ensemble method), [1] bins (StructureFunctionArgumentContainer attribute), [1]

C

calc_nobs() (Ensemble method), [1] calc_sf2 (in module tape), [1], [2] (in module tape.analysis) (in module tape.analysis.structurefunction2) calc_stetson_J (in module tape), [1] (in module tape.analysis) (in module tape.analysis.stetsonj) calculate() (BasicStructureFunctionCalculator method), [1] (Bauer2009AStructureFunctionCalculator method), [1] (Bauer2009BStructureFunctionCalculator method), [1] (Macleod2012StructureFunctionCalculator method), [1] (Schmidt2010StructureFunctionCalculator method), [1] (StructureFunctionCalculator method), [1] calculate_iqr_sf2_statistic() (Macleod2012StructureFunctionCalculator method), [1] check_lightcurve_cohesion() (Ensemble method), [1] check_sorted() (Ensemble method), [1]

client_info() (Ensemble method), [1] coalesce() (EnsembleFrame method), [1], [2] cols() (AnalysisFunction method), [1], [2], [3], [4], [5], [6], [7] (FeatureExtractor method), [1], [2], [3] (StetsonJ method), [1], [2] (StructureFunction2 method), [1], [2] ColumnMapper (class in tape) (class in tape.utils) (class in tape.utils.column_mapper) (class in tape.utils.column_mapper.column_mapper) columns() (Ensemble method), [1] combine (StructureFunctionArgumentContainer attribute), [1] compute() (Ensemble method), [1] CONVERSION_TO_SIGMA (in module tape.analysis.structure_function.macleod_2012.calculator) convert_flux_to_mag() (Ensemble method), [1] (EnsembleFrame method), [1], [2]

D

DEFAULT_FRAME_LABEL (in module tape) (in module tape.ensemble)

drop_frame() (Ensemble method), [1] dropna() (Ensemble method), [1] (TimeSeries method), [1], [2]

E

Ensemble (class in tape) (class in tape.ensemble) EnsembleFrame (class in tape), [1] (class in tape.ensemble_frame) EnsembleSeries (class in tape), [1] (class in tape.ensemble_frame) equally_weight_lightcurves (StructureFunctionArgumentContainer attribute), [1]

estimate_err (StructureFunctionArgumentContainer attribute), [1] expected_argument_container() (BasicStructureFunctionCalculator static method), [1] (Bauer2009AStructureFunctionCalculator static method), [1] (Bauer2009BStructureFunctionCalculator static method), [1] (Macleod2012StructureFunctionCalculator static method), [1] (Schmidt2010StructureFunctionCalculator static method), [1] (StructureFunctionCalculator static method), [1]

F

feature (FeatureExtractor attribute), [1], [2], [3] FeatureExtractor (class in tape), [1] (class in tape.analysis) (class in tape.analysis.feature_extractor) filter_from_series() (Ensemble method), [1] find_day_gap_offset() (Ensemble method), [1] flux (TimeSeries property), [1], [2] flux_err (TimeSeries property), [1], [2] frame_info() (Ensemble method), [1] from_dask_dataframe() (Ensemble method), [1] (EnsembleFrame class method), [1], [2] (ObjectFrame class method), [1], [2] (SourceFrame class method), [1], [2]

from_dataframe() (TimeSeries method), [1], [2] from_dataset() (Ensemble method), [1] from_dict() (EnsembleFrame class method), [1], [2] (TimeSeries method), [1], [2] from_ensemble() (Ensemble method), [1] from_hipscat() (Ensemble method), [1] from_lsdb() (Ensemble method), [1] from_pandas() (Ensemble method), [1] from_parquet() (Ensemble method), [1] (EnsembleFrame class method), [1], [2] (ObjectFrame class method), [1], [2] (SourceFrame class method), [1], [2] from_source_dict() (Ensemble method), [1] from_tapeframe() (EnsembleFrame class method), [1], [2]

H

head() (Ensemble method), [1]

I

ignore_timestamps (StructureFunctionArgumentContainer attribute), [1] IndexCallable (class in tape.utils) (class in tape.utils.utils)

info() (Ensemble method), [1] insert_sources() (Ensemble method), [1] is_ready() (ColumnMapper method), [1], [2], [3]

L

lc_id (StructureFunctionArgumentContainer attribute), [1] LightCurve (class in tape) (class in tape.analysis) (class in tape.analysis.light_curve)

lower_error_quantile (StructureFunctionArgumentContainer attribute), [1]

M

Macleod2012StructureFunctionCalculator (class in tape.analysis.structure_function) (class in tape.analysis.structure_function.macleod_2012.calculator) make_column_map() (Ensemble method), [1] meta() (AnalysisFunction method), [1], [2], [3], [4], [5], [6], [7] (FeatureExtractor method), [1], [2], [3] (StetsonJ method), [1], [2] (StructureFunction2 method), [1], [2] METADATA_FILENAME (in module tape) (in module tape.ensemble) MIN_OBSERVATIONS_REQUIRED_FOR_SF (in module tape.analysis.structure_function.sf_light_curve) module tape tape.analysis tape.analysis.base tape.analysis.feature_extractor tape.analysis.light_curve tape.analysis.stetsonj tape.analysis.structure_function tape.analysis.structure_function.base_argument_container tape.analysis.structure_function.base_calculator tape.analysis.structure_function.basic tape.analysis.structure_function.basic.calculator tape.analysis.structure_function.bauer_2009a tape.analysis.structure_function.bauer_2009a.calculator tape.analysis.structure_function.bauer_2009b tape.analysis.structure_function.bauer_2009b.calculator tape.analysis.structure_function.calculator_registrar tape.analysis.structure_function.macleod_2012 tape.analysis.structure_function.macleod_2012.calculator tape.analysis.structure_function.schmidt_2010 tape.analysis.structure_function.schmidt_2010.calculator tape.analysis.structure_function.sf_light_curve tape.analysis.structurefunction2 tape.ensemble tape.ensemble_frame tape.ensemble_readers tape.timeseries tape.utils tape.utils.column_mapper tape.utils.column_mapper.column_mapper tape.utils.utils

N

name_id() (BasicStructureFunctionCalculator static method), [1] (Bauer2009AStructureFunctionCalculator static method), [1] (Bauer2009BStructureFunctionCalculator static method), [1] (Macleod2012StructureFunctionCalculator static method), [1] (Schmidt2010StructureFunctionCalculator static method), [1] (StructureFunctionCalculator static method), [1]

number_lightcurve_samples (StructureFunctionArgumentContainer attribute), [1]

O

OBJECT_FRAME_LABEL (in module tape) (in module tape.ensemble) ObjectFrame (class in tape), [1] (class in tape.ensemble_frame)

on() (AnalysisFunction method), [1], [2], [3], [4], [5], [6], [7] (FeatureExtractor method), [1], [2], [3] (StetsonJ method), [1], [2] (StructureFunction2 method), [1], [2]

P

persist() (Ensemble method), [1] PI_OVER_2 (in module tape.analysis.structure_function.bauer_2009b.calculator)

prune() (Ensemble method), [1] PS1ColumnMapper (class in tape.utils.column_mapper.column_mapper)

Q

query() (Ensemble method), [1]

QUERY_PLANNING_ON (in module tape)

R

random_seed (StructureFunctionArgumentContainer attribute), [1] read_dask_dataframe() (in module tape.ensemble_readers) read_dataset() (in module tape.ensemble_readers) read_ensemble() (in module tape.ensemble_readers) read_hipscat() (in module tape.ensemble_readers) read_lsdb() (in module tape.ensemble_readers)

read_pandas_dataframe() (in module tape.ensemble_readers) read_parquet() (in module tape.ensemble_readers) read_source_dict() (in module tape.ensemble_readers) register_sf_subclasses() (in module tape.analysis.structure_function) (in module tape.analysis.structure_function.calculator_registrar) report_upper_lower_error_separately (StructureFunctionArgumentContainer attribute), [1]

S

sample() (Ensemble method), [1] save_ensemble() (Ensemble method), [1] Schmidt2010StructureFunctionCalculator (class in tape.analysis.structure_function) (class in tape.analysis.structure_function.schmidt_2010.calculator) select() (Ensemble method), [1] select_difference_samples() (StructureFunctionLightCurve method), [1] select_frame() (Ensemble method), [1] select_random_timeseries() (Ensemble method), [1] sf2() (Ensemble method), [1] (TimeSeries method), [1], [2] sf_method (StructureFunctionArgumentContainer attribute), [1] SF_METHODS (in module tape) (in module tape.analysis.structure_function) (in module tape.analysis.structure_function.calculator_registrar) sort_lightcurves() (Ensemble method), [1] SOURCE_FRAME_LABEL (in module tape) (in module tape.ensemble)

SourceFrame (class in tape), [1] (class in tape.ensemble_frame) SQRT_PI_OVER_2 (in module tape.analysis.structure_function.schmidt_2010.calculator) stetson_J() (TimeSeries method), [1], [2] StetsonJ (class in tape) (class in tape.analysis) (class in tape.analysis.stetsonj) StructureFunction2 (class in tape) (class in tape.analysis) (class in tape.analysis.structurefunction2) StructureFunctionArgumentContainer (class in tape.analysis.structure_function) (class in tape.analysis.structure_function.base_argument_container) StructureFunctionCalculator (class in tape.analysis.structure_function) (class in tape.analysis.structure_function.base_calculator) StructureFunctionLightCurve (class in tape.analysis.structure_function) (class in tape.analysis.structure_function.sf_light_curve)

T

tail() (Ensemble method), [1] tape module tape.analysis module tape.analysis.base module tape.analysis.feature_extractor module tape.analysis.light_curve module tape.analysis.stetsonj module tape.analysis.structure_function module tape.analysis.structure_function.base_argument_container module tape.analysis.structure_function.base_calculator module tape.analysis.structure_function.basic module tape.analysis.structure_function.basic.calculator module tape.analysis.structure_function.bauer_2009a module tape.analysis.structure_function.bauer_2009a.calculator module tape.analysis.structure_function.bauer_2009b module tape.analysis.structure_function.bauer_2009b.calculator module tape.analysis.structure_function.calculator_registrar module tape.analysis.structure_function.macleod_2012 module tape.analysis.structure_function.macleod_2012.calculator module

tape.analysis.structure_function.schmidt_2010 module tape.analysis.structure_function.schmidt_2010.calculator module tape.analysis.structure_function.sf_light_curve module tape.analysis.structurefunction2 module tape.ensemble module tape.ensemble_frame module tape.ensemble_readers module tape.timeseries module tape.utils module tape.utils.column_mapper module tape.utils.column_mapper.column_mapper module tape.utils.utils module TapeFrame (class in tape), [1] (class in tape.ensemble_frame) TapeObjectFrame (class in tape), [1] (class in tape.ensemble_frame) TapeSeries (class in tape), [1] (class in tape.ensemble_frame) TapeSourceFrame (class in tape), [1] (class in tape.ensemble_frame) time (TimeSeries property), [1], [2] TimeSeries (class in tape), [1] (class in tape.timeseries) to_timeseries() (Ensemble method), [1]

U

update_column_mapping() (Ensemble method), [1] update_ensemble() (EnsembleFrame method), [1], [2] update_frame() (Ensemble method), [1]

update_sf_subclasses() (in module tape.analysis.structure_function) (in module tape.analysis.structure_function.calculator_registrar) upper_error_quantile (StructureFunctionArgumentContainer attribute), [1] use_known_map() (ColumnMapper method), [1], [2], [3]

Z

ZTFColumnMapper (class in tape.utils.column_mapper.column_mapper)