Index

_

__getattr__() (frflib.forecast_tools.forecaster_param.FakePanel method)

__repr__() (frflib.forecast_methods.forecast_wf.ForecastWF method)

A

analog_wells() (in module frflib.forecast_tools.datamanip_tools) AnalogWells_BSW (class in frflib.forecast_methods.forecaster_catalog) AnalogWells_Gas (class in frflib.forecast_methods.forecaster_catalog) AnalogWells_Liq (class in frflib.forecast_methods.forecaster_catalog) AnalogWells_Oil (class in frflib.forecast_methods.forecaster_catalog) apply_eco_cutoff() (in module frflib.forecast_methods.constraints) apply_max_bsw() (in module frflib.forecast_methods.constraints) apply_max_gas() (in module frflib.forecast_methods.constraints)

apply_max_gas_main_gas() (in module frflib.forecast_methods.constraints) apply_max_gas_main_oil() (in module frflib.forecast_methods.constraints) apply_max_liq() (in module frflib.forecast_methods.constraints) apply_max_liq_from_history() (in module frflib.forecast_methods.constraints) apply_max_wat() (in module frflib.forecast_methods.constraints) arps_bound() (in module frflib.utils.equations) arps_cumulative() (in module frflib.utils.equations) arps_eq() (in module frflib.utils.equations)

B

blind_test_results() (frflib.forecast_methods.forecast_wf.ForecastWF method) bsw_bound() (in module frflib.utils.equations)

bsw_mix() (in module frflib.utils.equations) BSWCst (class in frflib.forecast_methods.forecaster_catalog) bt_get_worst_off() (frflib.forecast_methods.forecast_wf.ForecastWF method)

C

CGRCst (class in frflib.forecast_methods.forecaster_catalog) check_well_consistency() (in module frflib.data_class.input_data) compare_blind_test() (frflib.forecast_methods.forecast_wf.ForecastWF method) compress_pca() (in module frflib.utils.pca_wf) compress_pca_no_process() (in module frflib.utils.pca_wf) compute_init_manual() (in module frflib.forecast_methods.forecast_wf) compute_well_status() (in module frflib.forecast_methods.constraints) condensat_fit() (frflib.forecast_methods.manual_forecast.ManualInitializer method) constant_func() (in module frflib.utils.equations) convert_dtypes() (in module frflib.utils.fileio) copy() (frflib.data_class.input_data.InputData method)

create_element() (in module frflib.forecast_tools.forecaster_param) create_form() (in module frflib.forecast_tools.forecaster_param) create_from_df() (frflib.data_class.input_data.InputData class method) create_unconstrained_columns() (in module frflib.forecast_methods.constraints) Curvetype_bsw (class in frflib.forecast_methods.forecaster_catalog) Curvetype_gas (class in frflib.forecast_methods.forecaster_catalog) Curvetype_gor (class in frflib.forecast_methods.forecaster_catalog) Curvetype_liquid (class in frflib.forecast_methods.forecaster_catalog) Curvetype_oil (class in frflib.forecast_methods.forecaster_catalog) cut_forecasts_to_end() (frflib.forecast_methods.forecast_wf.ForecastWF method) cut_like_wf() (frflib.forecast_methods.forecast_wf.ForecastWF method)

D

DateTimeTransformer (class in frflib.utils.ml_analysis.transformers) dca_exp_func() (in module frflib.utils.equations) DCA_GAS (class in frflib.forecast_methods.forecaster_catalog) dca_harm_func() (in module frflib.utils.equations) dca_hyper_func() (in module frflib.utils.equations) dca_hyper_plateau_func() (in module frflib.utils.equations) dca_hyper_plateau_segmented() (in module frflib.utils.equations) dca_hyper_segmented_time() (in module frflib.utils.equations) dca_hyper_segmented_time_plateau() (in module frflib.utils.equations) dca_hyper_time() (in module frflib.utils.equations)

dca_hyper_time_plateau() (in module frflib.utils.equations) DCA_LIQ (class in frflib.forecast_methods.forecaster_catalog) DCA_OIL (class in frflib.forecast_methods.forecaster_catalog) derive_options() (in module frflib.forecast_tools.forecaster_param) detail_export() (frflib.forecast_methods.forecast_wf.ForecastWF method) dist_multi_timeserie() (in module frflib.forecast_tools.datamanip_tools) dist_static_var() (in module frflib.forecast_tools.datamanip_tools) dist_timeserie() (in module frflib.forecast_tools.datamanip_tools) DummyForecaster_gas (class in frflib.forecast_methods.forecaster_catalog) DummyForecaster_oil (class in frflib.forecast_methods.forecaster_catalog)

E

enrich_data() (frflib.forecast_methods.forecast_wf.ForecastWF method) execute() (frflib.forecast_methods.forecast_wf.ForecastWF class method)

execute_constraint() (in module frflib.forecast_methods.constraints) export_to_df() (frflib.forecast_methods.forecast_wf.ForecastWF method) extract_wf_parameters() (in module frflib.forecast_methods.forecast_wf)

F

FakePanel (class in frflib.forecast_tools.forecaster_param) filter_cat() (frflib.data_class.input_data.InputData method) filter_production() (in module frflib.forecast_tools.datamanip_tools) fo_np() (in module frflib.utils.equations) fo_np_adaptable() (in module frflib.utils.equations) force_all_true() (in module frflib.forecast_methods.manual_forecast) ForecasterParam (class in frflib.forecast_tools.forecaster_param) ForecastWF (class in frflib.forecast_methods.forecast_wf) frflib.config module frflib.data_class module frflib.data_class.input_data module frflib.forecast_methods module frflib.forecast_methods.constraints module frflib.forecast_methods.forecast_wf module frflib.forecast_methods.forecaster_catalog module frflib.forecast_methods.manual_forecast module frflib.forecast_methods.manual_forecaster_v2 module

frflib.forecast_methods.multi_real module frflib.forecast_methods.reforecast module frflib.forecast_tools module frflib.forecast_tools.datamanip_tools module frflib.forecast_tools.forecaster_param module frflib.utils module frflib.utils.equations module frflib.utils.fileio module frflib.utils.ml_analysis module frflib.utils.ml_analysis.processing module frflib.utils.ml_analysis.transformers module frflib.utils.pca_wf module

G

generate_forward() (in module frflib.forecast_methods.multi_real) get_adjusted() (in module frflib.forecast_methods.manual_forecast) get_all_fit() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_all_fluids() (frflib.data_class.input_data.InputData method) get_all_forecast() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_available_f_methods() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_cat_dict() (frflib.data_class.input_data.InputData method) get_cat_list() (frflib.data_class.input_data.InputData method) get_closed_wells() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_component_reverse() (in module frflib.utils.pca_wf) get_default_dic() (in module frflib.forecast_tools.forecaster_param) get_f_methods() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_f_methods_conditions() (in module frflib.forecast_methods.forecast_wf) get_f_methods_default_param() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_f_methods_fluid() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_f_methods_form() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_f_methods_form_dict() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_feature_names_out() (frflib.utils.ml_analysis.transformers.RemoveUselessTransformer method) get_fluid_dict() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_forecast_plot_data_json() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_forecaster_form() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_forecaster_form_dict() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_full_stat_table() (frflib.data_class.input_data.InputData method)

get_func_from_manual() (in module frflib.forecast_methods.manual_forecast) get_injector_well_list() (frflib.data_class.input_data.InputData method) get_manual_param() (in module frflib.forecast_methods.manual_forecast) get_new_wells_list() (in module frflib.forecast_methods.forecast_wf) get_param_dict() (frflib.forecast_tools.forecaster_param.ForecasterParam method) get_param_value() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_phaser_format() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_prod_well_list() (frflib.data_class.input_data.InputData method) get_result_summary() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_sum_forecast() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_class() (in module frflib.utils.pca_wf) get_well_fit() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_forecast() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_forecast_func() (frflib.forecast_methods.manual_forecast.ManualForecast method) (frflib.forecast_methods.manual_forecast.ManualInitializer method) (frflib.forecast_methods.manual_forecaster_v2.ManualForecastV2 method) get_well_forecast_param() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_num_per_fmethod() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_prod() (frflib.data_class.input_data.InputData method) GORCst (class in frflib.forecast_methods.forecaster_catalog) group_fit() (frflib.forecast_methods.manual_forecast.ManualForecast method) GroupSegmentedArpsGas (class in frflib.forecast_methods.forecaster_catalog) GroupSegmentedArpsOil (class in frflib.forecast_methods.forecaster_catalog)

I

InputData (class in frflib.data_class.input_data)

K

kmean_cluster() (in module frflib.utils.pca_wf)

L

LearnFitForecaster_bsw (class in frflib.forecast_methods.forecaster_catalog) LearnFitForecaster_gas (class in frflib.forecast_methods.forecaster_catalog) LearnFitForecaster_oil (class in frflib.forecast_methods.forecaster_catalog) linear_function() (in module frflib.utils.equations) LIQCst (class in frflib.forecast_methods.forecaster_catalog) LIQCstConditional (class in frflib.forecast_methods.forecaster_catalog)

load_dict_from_hdf_store() (in module frflib.utils.fileio) load_from_csv() (frflib.data_class.input_data.InputData method) load_from_hdf() (frflib.forecast_methods.forecast_wf.ForecastWF class method) load_hdf() (frflib.data_class.input_data.InputData class method) load_json() (frflib.data_class.input_data.InputData class method) load_json_old() (frflib.data_class.input_data.InputData class method)

M

make_dict_preprocessing() (in module frflib.utils.ml_analysis.processing) make_manual_wf() (in module frflib.forecast_methods.manual_forecaster_v2) make_pipeline() (in module frflib.utils.ml_analysis.processing) make_static_list() (in module frflib.utils.ml_analysis.processing) ManualForecast (class in frflib.forecast_methods.manual_forecast) ManualForecastV2 (class in frflib.forecast_methods.manual_forecaster_v2) ManualInitializer (class in frflib.forecast_methods.manual_forecast) merge_dist_matrix() (in module frflib.forecast_tools.datamanip_tools) modif_arps_bound() (in module frflib.utils.equations) modif_arps_eq() (in module frflib.utils.equations) module frflib.config frflib.data_class frflib.data_class.input_data frflib.forecast_methods frflib.forecast_methods.constraints frflib.forecast_methods.forecast_wf frflib.forecast_methods.forecaster_catalog frflib.forecast_methods.manual_forecast frflib.forecast_methods.manual_forecaster_v2 frflib.forecast_methods.multi_real frflib.forecast_methods.reforecast frflib.forecast_tools frflib.forecast_tools.datamanip_tools frflib.forecast_tools.forecaster_param frflib.utils frflib.utils.equations frflib.utils.fileio frflib.utils.ml_analysis frflib.utils.ml_analysis.processing frflib.utils.ml_analysis.transformers frflib.utils.pca_wf

N

naming_phaser() (in module frflib.forecast_methods.forecast_wf)

P

pca_and_cluster() (in module frflib.utils.pca_wf) pca_project() (in module frflib.utils.pca_wf) pca_reduction() (in module frflib.utils.pca_wf) pca_reverseTransform() (in module frflib.utils.pca_wf) pca_transform() (in module frflib.utils.pca_wf) PCAClassForecaster_bsw (class in frflib.forecast_methods.forecaster_catalog) PCAClassForecaster_gor (class in frflib.forecast_methods.forecaster_catalog) PCAClassForecaster_oil (class in frflib.forecast_methods.forecaster_catalog) PCARegForecaster_bsw (class in frflib.forecast_methods.forecaster_catalog) PCARegForecaster_gor (class in frflib.forecast_methods.forecaster_catalog) PCARegForecaster_oil (class in frflib.forecast_methods.forecaster_catalog) pivot_wellname_to_cols() (in module frflib.forecast_tools.datamanip_tools) plot_centroids() (in module frflib.utils.pca_wf)

plot_sample() (in module frflib.utils.pca_wf) plot_summary() (in module frflib.forecast_methods.multi_real) plot_well() (frflib.data_class.input_data.InputData method) plot_well_num_per_fmethod() (frflib.forecast_methods.forecast_wf.ForecastWF method) plot_well_pca() (in module frflib.utils.pca_wf) plot_wells() (in module frflib.utils.pca_wf) plot_wells_polygon() (in module frflib.utils.pca_wf) post_process() (frflib.forecast_methods.forecast_wf.ForecastWF method) pre_process_dynamic() (in module frflib.utils.pca_wf) preprocess() (frflib.forecast_methods.forecaster_catalog.LIQCstConditional method) (frflib.forecast_methods.manual_forecast.ManualInitializer method) process_dynamic_index() (in module frflib.data_class.input_data) process_static_index() (in module frflib.data_class.input_data) profile_from_analogs() (in module frflib.forecast_tools.datamanip_tools)

R

reforecast_wf() (in module frflib.forecast_methods.reforecast) RegroupEncoder (class in frflib.utils.ml_analysis.transformers) regularize_data() (in module frflib.utils.pca_wf) reindex_df() (in module frflib.forecast_tools.datamanip_tools)

RemoveUselessTransformer (class in frflib.utils.ml_analysis.transformers) resample_timeserie() (in module frflib.forecast_tools.datamanip_tools) rescale_column() (in module frflib.forecast_tools.datamanip_tools) run_multiple_workflows() (in module frflib.forecast_methods.multi_real)

S

save_hdf() (frflib.data_class.input_data.InputData method) save_json() (frflib.data_class.input_data.InputData method) save_to_hdf() (frflib.forecast_methods.forecast_wf.ForecastWF method) SegmentedDCA_Gas (class in frflib.forecast_methods.forecaster_catalog) SegmentedDCA_Gas_Time (class in frflib.forecast_methods.forecaster_catalog) SegmentedDCA_Oil (class in frflib.forecast_methods.forecaster_catalog) SegmentedDCA_Oil_Time (class in frflib.forecast_methods.forecaster_catalog)

SegmentedDCAPlateau_Gas (class in frflib.forecast_methods.forecaster_catalog) select_closest_analogs() (in module frflib.forecast_tools.datamanip_tools) setup_blindtest() (frflib.forecast_methods.forecast_wf.ForecastWF method) sigmoid_func() (in module frflib.utils.equations) simple_arps_bound() (in module frflib.utils.equations) simple_arps_eq() (in module frflib.utils.equations) subset() (frflib.data_class.input_data.InputData method)

T

TargetEncoderWrapper (class in frflib.utils.ml_analysis.transformers)

U

update_manual() (frflib.forecast_methods.forecast_wf.ForecastWF method)

V

valid_fit() (frflib.forecast_methods.manual_forecast.ManualForecast method) (frflib.forecast_methods.manual_forecast.ManualInitializer method) (frflib.forecast_methods.manual_forecaster_v2.ManualForecastV2 method)

valid_forecaster_params() (in module frflib.forecast_methods.forecast_wf)

W

well_fit() (frflib.forecast_methods.manual_forecast.ManualForecast method) (frflib.forecast_methods.manual_forecast.ManualInitializer method) (frflib.forecast_methods.manual_forecaster_v2.ManualForecastV2 method)

well_forecast() (frflib.forecast_methods.manual_forecaster_v2.ManualForecastV2 method) WGRCst (class in frflib.forecast_methods.forecaster_catalog) write_dict_to_hdf_group() (in module frflib.utils.fileio)

X

XYScaler (class in frflib.utils.ml_analysis.transformers)