Index

A

absolute() (in module indsl.ts_utils.operators) add() (in module indsl.ts_utils.operators) alma() (in module indsl.smooth) arccos() (in module indsl.ts_utils.trigonometric_functions) arccosh() (in module indsl.ts_utils.trigonometric_functions) arcsin() (in module indsl.ts_utils.trigonometric_functions) arcsinh() (in module indsl.ts_utils.trigonometric_functions)

arctan() (in module indsl.ts_utils.trigonometric_functions) arctan2() (in module indsl.ts_utils.trigonometric_functions) arctanh() (in module indsl.ts_utils.trigonometric_functions) arithmetic_mean() (in module indsl.ts_utils.operators) arithmetic_mean_many() (in module indsl.ts_utils.operators) arma() (in module indsl.smooth) arma_predictor() (in module indsl.forecast)

B

bands() (in module indsl.statistics.confidence)

bin_map() (in module indsl.ts_utils.utility_functions) butterworth() (in module indsl.smooth)

C

calculate_gas_density() (in module indsl.oil_and_gas) calculate_shutin_interval() (in module indsl.oil_and_gas) calculate_shutin_variable() (in module indsl.oil_and_gas) calculate_well_prod_status() (in module indsl.oil_and_gas) ceil() (in module indsl.ts_utils.utility_functions) chebyshev() (in module indsl.smooth) check_types() (in module indsl.type_check) circulation_detection() (in module indsl.drilling) clip() (in module indsl.ts_utils.utility_functions)

Colebrook() (in module indsl.fluid_dynamics) completeness_score() (in module indsl.data_quality.completeness) const_value() (in module indsl.signals.generator) cos() (in module indsl.ts_utils.trigonometric_functions) cosh() (in module indsl.ts_utils.trigonometric_functions) cpd_ed_pelt() (in module indsl.detect) create_series_from_timesteps() (in module indsl.ts_utils.utility_functions) cumulative_co2_cost() (in module indsl.sustainability.co2_emissions_calculations) cumulative_co2_production() (in module indsl.sustainability.co2_emissions_calculations) cusum() (in module indsl.detect)

D

Darcy_friction_factor() (in module indsl.fluid_dynamics) datapoint_diff_over_time_period() (in module indsl.data_quality) deg2rad() (in module indsl.ts_utils.trigonometric_functions)

detect_outliers() (in module indsl.statistics.outliers) differentiate() (in module indsl.ts_utils.numerical_calculus) div() (in module indsl.ts_utils.operators) drift() (in module indsl.detect)

E

emissions_factor_combustor() (in module indsl.sustainability.co2_emissions_calculations) error_handling() (in module indsl.type_check)

ewma() (in module indsl.smooth) exp() (in module indsl.ts_utils.logarithmic_functions) extreme() (in module indsl.data_quality)

F

filled_volume_ellipsoidal_head_vessel() (in module indsl.equipment) filled_volume_spherical_head_vessel() (in module indsl.equipment) filled_volume_torispherical_head_vessel() (in module indsl.equipment) floor() (in module indsl.ts_utils.utility_functions) flow_through_valve() (in module indsl.equipment.valve_parameters)

Fr() (in module indsl.fluid_dynamics) Fr_2phase() (in module indsl.fluid_dynamics) Fr_density_scaled() (in module indsl.fluid_dynamics) Fr_inviscid_kelvin_helmholtz() (in module indsl.fluid_dynamics) friction_factor_laminar() (in module indsl.fluid_dynamics)

G

gaps_identification_iqr() (in module indsl.data_quality) gaps_identification_modified_z_scores() (in module indsl.data_quality) gaps_identification_threshold() (in module indsl.data_quality) gaps_identification_z_scores() (in module indsl.data_quality) generate_step_series() (in module indsl.ts_utils.utility_functions) get() (in module indsl.versioning)

get_changelog() (in module indsl.versioning) get_name() (in module indsl.versioning) get_registered_functions() (in module indsl.versioning) get_timestamps() (in module indsl.ts_utils.utility_functions) get_version() (in module indsl.versioning) get_versions() (in module indsl.versioning) group_by_region() (in module indsl.resample)

H

Haaland() (in module indsl.fluid_dynamics)

holt_winters_predictor() (in module indsl.forecast)

I

indsl.exceptions module indsl.ts_utils.array_operations module indsl.ts_utils.logarithmic_functions module indsl.ts_utils.logical_operations module indsl.ts_utils.operators module indsl.ts_utils.trigonometric_functions module indsl.ts_utils.utility_functions module

indsl.type_check module indsl.validations module indsl.versioning module inhole_detection() (in module indsl.drilling) insert_data_gaps() (in module indsl.signals.generator) interpolate() (in module indsl.resample) inv() (in module indsl.ts_utils.operators) iqr_test() (in module indsl.ts_utils.utility_functions) is_deprecated() (in module indsl.versioning) is_versioned() (in module indsl.versioning)

L

line() (in module indsl.signals.generator) log() (in module indsl.ts_utils.logarithmic_functions) log10() (in module indsl.ts_utils.logarithmic_functions) log2() (in module indsl.ts_utils.logarithmic_functions) logical_check() (in module indsl.ts_utils.logical_operations)

logn() (in module indsl.ts_utils.logarithmic_functions) low_density_identification_iqr() (in module indsl.data_quality) low_density_identification_modified_z_scores() (in module indsl.data_quality) low_density_identification_threshold() (in module indsl.data_quality) low_density_identification_z_scores() (in module indsl.data_quality) lwma() (in module indsl.smooth)

M

maximum() (in module indsl.ts_utils.utility_functions) minimum() (in module indsl.ts_utils.utility_functions) mod() (in module indsl.ts_utils.operators) modified_z_scores_test() (in module indsl.ts_utils.utility_functions) module indsl.exceptions indsl.ts_utils.array_operations indsl.ts_utils.logarithmic_functions indsl.ts_utils.logical_operations indsl.ts_utils.operators indsl.ts_utils.trigonometric_functions indsl.ts_utils.utility_functions indsl.type_check indsl.validations indsl.versioning

mul() (in module indsl.ts_utils.operators)

N

neg() (in module indsl.ts_utils.operators)

normality_assumption_test() (in module indsl.ts_utils.utility_functions)

O

onbottom_detection() (in module indsl.drilling) operational_availability() (in module indsl.equipment.operational_availability_)

oscillation_detector() (in module indsl.detect.oscillation_detector) out_of_range() (in module indsl.data_quality.outliers)

P

pearson_correlation() (in module indsl.statistics) percent_BEP_flowrate() (in module indsl.equipment) perturb_timestamp() (in module indsl.signals.generator) pipe_pressure_drop() (in module indsl.fluid_dynamics) pipe_pressure_gradient() (in module indsl.fluid_dynamics) pipe_wall_shear_stress() (in module indsl.fluid_dynamics)

power() (in module indsl.ts_utils.operators) Pressure_scaled() (in module indsl.fluid_dynamics) productivity_index() (in module indsl.oil_and_gas) pump_discharge_reciprocating_pump() (in module indsl.equipment) pump_hydraulic_power() (in module indsl.equipment) pump_shaft_power() (in module indsl.equipment)

R

rad2deg() (in module indsl.ts_utils.trigonometric_functions) rate_of_emissions() (in module indsl.sustainability.co2_emissions_calculations) Re() (in module indsl.fluid_dynamics) recycle_valve_power_loss() (in module indsl.equipment) register() (in module indsl.versioning) reindex() (in module indsl.resample) reindex_scatter() (in module indsl.resample) reindex_scatter_x() (in module indsl.resample) remove() (in module indsl.ts_utils.utility_functions) remove_outliers() (in module indsl.statistics.outliers)

replace() (in module indsl.ts_utils.utility_functions) resample() (in module indsl.resample) resample_to_granularity() (in module indsl.resample) retrieve_fluid_properties() (in module indsl.oil_and_gas.live_fluid_properties) rolling_stddev() (in module indsl.ts_utils.rolling_stats) rolling_stddev_timedelta() (in module indsl.data_quality) rolling_variance() (in module indsl.ts_utils.rolling_stats) rotation_detection() (in module indsl.drilling) Roughness_scaled() (in module indsl.fluid_dynamics) round() (in module indsl.ts_utils.utility_functions) run() (in module indsl.versioning)

S

sample_average() (in module indsl.ts_utils.operators) sequence_interpolation_1d() (in module indsl.signals.sequence_interpolation) sequence_interpolation_2d() (in module indsl.signals.sequence_interpolation) set_timestamps() (in module indsl.ts_utils.utility_functions) sg() (in module indsl.smooth) sign() (in module indsl.ts_utils.utility_functions) sin() (in module indsl.ts_utils.trigonometric_functions) sine_wave() (in module indsl.signals.generator)

sinh() (in module indsl.ts_utils.trigonometric_functions) sliding_window_integration() (in module indsl.ts_utils.numerical_calculus) sma() (in module indsl.smooth) sqrt() (in module indsl.ts_utils.operators) ssd_cpd() (in module indsl.detect) ssid() (in module indsl.detect) status_flag_filter() (in module indsl.filter) sub() (in module indsl.ts_utils.operators)

T

tan() (in module indsl.ts_utils.trigonometric_functions) tanh() (in module indsl.ts_utils.trigonometric_functions) threshold() (in module indsl.ts_utils.utility_functions) threshold_test() (in module indsl.ts_utils.utility_functions) time_shift() (in module indsl.ts_utils.utility_functions)

time_weighted_mean() (in module indsl.ts_utils.array_operations) time_weighted_std() (in module indsl.ts_utils.array_operations) timeseries_max() (in module indsl.ts_utils.array_operations) timeseries_min() (in module indsl.ts_utils.array_operations) total_head() (in module indsl.equipment) trapezoidal_integration() (in module indsl.ts_utils.numerical_calculus)

U

unchanged_signal_detector() (in module indsl.detect.unchanged_signal_detector) union() (in module indsl.ts_utils.utility_functions) univariate_polynomial() (in module indsl.signals.polynomial)

UserException UserRuntimeError UserTypeError UserValueError

V

validate_series_has_minimum_length() (in module indsl.validations) validate_series_has_time_index() (in module indsl.validations) validate_series_is_not_empty() (in module indsl.validations)

validate_timedelta() (in module indsl.validations) validate_timedelta_unit() (in module indsl.validations) value_decrease_check() (in module indsl.data_quality) vma() (in module indsl.detect)

W

wave_with_brownian_noise() (in module indsl.signals.generator) wavelet_filter() (in module indsl.filter)

We() (in module indsl.fluid_dynamics) white_noise() (in module indsl.signals.noise)

Z

z_scores_test() (in module indsl.ts_utils.utility_functions)