Index

A

accuracy (dpyverification.constants.SupportedCategoricalScores attribute) add_score() (dpyverification.datamodel.main.OutputDataset method) additive_bias (dpyverification.constants.SupportedContinuousScore attribute)

archive_kind (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute) attributes (dpyverification.constants.StandardCoord.CoordinateProperties attribute) auth_config (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute)

B

base_rate (dpyverification.constants.SupportedCategoricalScores attribute) BaseDatasink (class in dpyverification.datasinks.base) BaseDatasinkConfig (class in dpyverification.datasinks.base) BaseDatasource (class in dpyverification.datasources.base)

BaseDatasourceConfig (class in dpyverification.datasources.base) BaseScore (class in dpyverification.scores.base) BaseScoreConfig (class in dpyverification.scores.base) bias_score (dpyverification.constants.SupportedCategoricalScores attribute)

C

categorical_scores (dpyverification.constants.ScoreKind attribute) CategoricalScores (class in dpyverification.scores.categorical) CategoricalScoresConfig (class in dpyverification.scores.categorical) cf_compliant_netcdf (dpyverification.constants.DataSinkKind attribute) CFCompliantNetCDF (class in dpyverification.datasinks.cf_compliant_netcdf) CFCompliantNetCDFConfig (class in dpyverification.datasinks.cf_compliant_netcdf) cohens_kappa (dpyverification.constants.SupportedCategoricalScores attribute) compute() (dpyverification.scores.base.BaseScore method) (dpyverification.scores.continuous.ContinuousScores method) (dpyverification.scores.probabilistic.CrpsCDF method) (dpyverification.scores.probabilistic.CrpsForEnsemble method) (dpyverification.scores.probabilistic.RankHistogram method) compute_score_for_single_event() (dpyverification.scores.categorical.CategoricalScores method) config (dpyverification.datasources.fewswebservice.FewsWebservice attribute) (dpyverification.scores.probabilistic.CrpsForEnsemble attribute) (dpyverification.scores.probabilistic.RankHistogram attribute) config_class (dpyverification.datasinks.base.BaseDatasink attribute) (dpyverification.datasinks.cf_compliant_netcdf.CFCompliantNetCDF attribute) (dpyverification.datasources.base.BaseDatasource attribute) (dpyverification.datasources.csv.Csv attribute) (dpyverification.datasources.fewsnetcdf.FewsNetCDF attribute) (dpyverification.datasources.fewswebservice.FewsWebservice attribute) (dpyverification.datasources.netcdf.NetCDF attribute) (dpyverification.scores.base.BaseScore attribute) (dpyverification.scores.categorical.CategoricalScores attribute) (dpyverification.scores.continuous.ContinuousScores attribute) (dpyverification.scores.probabilistic.CrpsCDF attribute) (dpyverification.scores.probabilistic.CrpsForEnsemble attribute) (dpyverification.scores.probabilistic.RankHistogram attribute)

continuous_scores (dpyverification.constants.ScoreKind attribute) ContinuousScores (class in dpyverification.scores.continuous) ContinuousScoresConfig (class in dpyverification.scores.continuous) convert_dataset_to_dataarray() (dpyverification.datasources.fewsnetcdf.FewsNetCDF static method) create_binary_array() (in module dpyverification.scores.categorical) critical_success_index (dpyverification.constants.SupportedCategoricalScores attribute) crps_cdf (dpyverification.constants.ScoreKind attribute) crps_for_ensemble (dpyverification.constants.ScoreKind attribute) CrpsCDF (class in dpyverification.scores.probabilistic) CrpsCDFConfig (class in dpyverification.scores.probabilistic) CrpsForEnsemble (class in dpyverification.scores.probabilistic) CrpsForEnsembleConfig (class in dpyverification.scores.probabilistic) Csv (class in dpyverification.datasources.csv) CSV (dpyverification.constants.DataSourceKind attribute) CsvConfig (class in dpyverification.datasources.csv)

D

data_type (dpyverification.datasources.base.BaseDatasource property) (dpyverification.datasources.base.BaseDatasourceConfig attribute) (dpyverification.datasources.csv.CsvConfig attribute) DataSinkKind (class in dpyverification.constants) DataSourceKind (class in dpyverification.constants) DataType (class in dpyverification.constants) datetime_format (dpyverification.datasources.fewswebservice.FewsWebservice attribute) day (dpyverification.constants.TimeUnits attribute) dpyverification.constants module dpyverification.datamodel.main module dpyverification.datasinks.base module dpyverification.datasinks.cf_compliant_netcdf module dpyverification.datasources.base module

dpyverification.datasources.csv module dpyverification.datasources.fewsnetcdf module dpyverification.datasources.fewswebservice module dpyverification.datasources.netcdf module dpyverification.pipeline module dpyverification.scores.base module dpyverification.scores.categorical module dpyverification.scores.continuous module dpyverification.scores.probabilistic module

E

ensemble_id (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute) equitable_threat_score (dpyverification.constants.SupportedCategoricalScores attribute) events (dpyverification.scores.categorical.CategoricalScoresConfig attribute)

export_adapter (dpyverification.datasinks.base.BaseDatasinkConfig attribute) (dpyverification.datasinks.cf_compliant_netcdf.CFCompliantNetCDFConfig attribute) export_id_map (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute)

F

f1_score (dpyverification.constants.SupportedCategoricalScores attribute) false_alarm_rate (dpyverification.constants.SupportedCategoricalScores attribute) false_alarm_ratio (dpyverification.constants.SupportedCategoricalScores attribute) featuretype (dpyverification.constants.StandardAttribute attribute) fetch_data() (dpyverification.datasources.base.BaseDatasource method) (dpyverification.datasources.csv.Csv method) (dpyverification.datasources.fewsnetcdf.FewsNetCDF method) (dpyverification.datasources.fewswebservice.FewsWebservice method) (dpyverification.datasources.netcdf.NetCDF method) fews_netcdf (dpyverification.constants.DataSinkKind attribute) FewsNetCDF (class in dpyverification.datasources.fewsnetcdf) FEWSNETCDF (dpyverification.constants.DataSourceKind attribute)

FewsNetCDFConfig (class in dpyverification.datasources.fewsnetcdf) FewsWebservice (class in dpyverification.datasources.fewswebservice) FEWSWEBSERVICE (dpyverification.constants.DataSourceKind attribute) FewsWebserviceConfig (class in dpyverification.datasources.fewswebservice) force_overwrite (dpyverification.datasinks.base.BaseDatasinkConfig attribute) forecast_period (dpyverification.constants.StandardCoord attribute) (dpyverification.constants.StandardDim attribute) forecast_periods (dpyverification.datasources.base.BaseDatasourceConfig property) (dpyverification.scores.base.BaseScoreConfig property) forecast_rate (dpyverification.constants.SupportedCategoricalScores attribute) forecast_reference_time (dpyverification.constants.StandardCoord attribute) (dpyverification.constants.StandardDim attribute) forecast_retrieval_method (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute)

G

general (dpyverification.datasinks.base.BaseDatasinkConfig attribute) (dpyverification.datasources.base.BaseDatasourceConfig attribute) (dpyverification.scores.base.BaseScoreConfig attribute)

get_data() (dpyverification.datasources.base.BaseDatasource method) get_output_dataset() (dpyverification.datamodel.main.OutputDataset method) get_pair() (dpyverification.datamodel.main.InputDataset method) get_thresholds_array() (dpyverification.datamodel.main.InputDataset method)

H

hit_rate (dpyverification.constants.SupportedCategoricalScores attribute)

hour (dpyverification.constants.TimeUnits attribute)

I

id_mapping (dpyverification.datasources.base.BaseDatasourceConfig attribute) import_adapter (dpyverification.datasources.base.BaseDatasourceConfig attribute) (dpyverification.datasources.csv.CsvConfig attribute) (dpyverification.datasources.fewsnetcdf.FewsNetCDFConfig attribute) (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute) (dpyverification.datasources.netcdf.NetCDFConfig attribute)

InputDataset (class in dpyverification.datamodel.main) integration_method (dpyverification.scores.probabilistic.CrpsCDFConfig attribute)

K

kge (dpyverification.constants.SupportedContinuousScore attribute) kind (dpyverification.datasinks.base.BaseDatasink attribute) (dpyverification.datasinks.cf_compliant_netcdf.CFCompliantNetCDF attribute) (dpyverification.datasources.base.BaseDatasource attribute) (dpyverification.datasources.csv.Csv attribute) (dpyverification.datasources.fewsnetcdf.FewsNetCDF attribute) (dpyverification.datasources.fewswebservice.FewsWebservice attribute) (dpyverification.datasources.netcdf.NetCDF attribute) (dpyverification.scores.base.BaseScore attribute) (dpyverification.scores.categorical.CategoricalScores attribute) (dpyverification.scores.continuous.ContinuousScores attribute) (dpyverification.scores.probabilistic.CrpsCDF attribute) (dpyverification.scores.probabilistic.CrpsForEnsemble attribute) (dpyverification.scores.probabilistic.RankHistogram attribute)

L

lat (dpyverification.constants.StandardCoord attribute)

location_ids (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute) lon (dpyverification.constants.StandardCoord attribute)

M

mae (dpyverification.constants.SupportedContinuousScore attribute) map_historical_into_forecast_space() (dpyverification.datamodel.main.InputDataset static method) max_workers_in_thread_pool (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute) mean_error (dpyverification.constants.SupportedContinuousScore attribute) method (dpyverification.scores.probabilistic.CrpsForEnsembleConfig attribute) minute (dpyverification.constants.TimeUnits attribute) module dpyverification.constants dpyverification.datamodel.main dpyverification.datasinks.base dpyverification.datasinks.cf_compliant_netcdf dpyverification.datasources.base dpyverification.datasources.csv dpyverification.datasources.fewsnetcdf dpyverification.datasources.fewswebservice dpyverification.datasources.netcdf dpyverification.pipeline dpyverification.scores.base dpyverification.scores.categorical dpyverification.scores.continuous dpyverification.scores.probabilistic

module_instance_id (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute) month (dpyverification.constants.TimeUnits attribute) mse (dpyverification.constants.SupportedContinuousScore attribute)

N

name (dpyverification.constants.StandardCoord.CoordinateProperties attribute) negative_predictive_value (dpyverification.constants.SupportedCategoricalScores attribute) NetCDF (class in dpyverification.datasources.netcdf)

NETCDF (dpyverification.constants.DataSourceKind attribute) netcdf_kind (dpyverification.datasources.fewsnetcdf.FewsNetCDFConfig attribute) NetCDFConfig (class in dpyverification.datasources.netcdf) nse (dpyverification.constants.SupportedContinuousScore attribute)

O

observed_historical (dpyverification.constants.DataType attribute) odds_ratio (dpyverification.constants.SupportedCategoricalScores attribute)

odds_ratio_skill_score (dpyverification.constants.SupportedCategoricalScores attribute) OutputDataset (class in dpyverification.datamodel.main)

P

parameter_ids (dpyverification.datasources.fewsnetcdf.FewsNetCDFConfig attribute) (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute)

peirce_skill_score (dpyverification.constants.SupportedCategoricalScores attribute) precision (dpyverification.constants.SupportedCategoricalScores attribute)

Q

qualifier_ids (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute)

R

rank_histogram (dpyverification.constants.ScoreKind attribute) RankHistogram (class in dpyverification.scores.probabilistic) RankHistogramConfig (class in dpyverification.scores.probabilistic) realization (dpyverification.constants.StandardCoord attribute) (dpyverification.constants.StandardDim attribute)

return_contingency_table (dpyverification.scores.categorical.CategoricalScoresConfig attribute) rmse (dpyverification.constants.SupportedContinuousScore attribute) run_pipeline() (in module dpyverification.pipeline)

S

score_adapter (dpyverification.scores.base.BaseScoreConfig attribute) (dpyverification.scores.categorical.CategoricalScoresConfig attribute) (dpyverification.scores.continuous.ContinuousScoresConfig attribute) (dpyverification.scores.probabilistic.CrpsCDFConfig attribute) (dpyverification.scores.probabilistic.CrpsForEnsembleConfig attribute) (dpyverification.scores.probabilistic.RankHistogramConfig attribute) ScoreKind (class in dpyverification.constants) scores (dpyverification.scores.categorical.CategoricalScoresConfig attribute) (dpyverification.scores.continuous.ContinuousScoresConfig attribute) second (dpyverification.constants.TimeUnits attribute) simulated_forecast_ensemble (dpyverification.constants.DataType attribute) simulated_forecast_probabilistic (dpyverification.constants.DataType attribute) simulated_forecast_single (dpyverification.constants.DataType attribute) simulated_historical (dpyverification.constants.DataType attribute) source (dpyverification.constants.StandardAttribute attribute) (dpyverification.datasources.base.BaseDatasourceConfig attribute) specificity (dpyverification.constants.SupportedCategoricalScores attribute) StandardAttribute (class in dpyverification.constants) StandardCoord (class in dpyverification.constants) StandardCoord.CoordinateProperties (class in dpyverification.constants)

StandardDim (class in dpyverification.constants) station (dpyverification.constants.StandardCoord attribute) (dpyverification.constants.StandardDim attribute) station_ids (dpyverification.datasources.fewsnetcdf.FewsNetCDFConfig attribute) station_name (dpyverification.constants.StandardCoord attribute) stations (dpyverification.datasources.csv.CsvConfig attribute) supported_data_types (dpyverification.datasources.base.BaseDatasource attribute) (dpyverification.datasources.csv.Csv attribute) (dpyverification.datasources.fewsnetcdf.FewsNetCDF attribute) (dpyverification.datasources.fewswebservice.FewsWebservice attribute) (dpyverification.datasources.netcdf.NetCDF attribute) (dpyverification.scores.base.BaseScore attribute) (dpyverification.scores.categorical.CategoricalScores attribute) (dpyverification.scores.continuous.ContinuousScores attribute) (dpyverification.scores.probabilistic.CrpsCDF attribute) (dpyverification.scores.probabilistic.CrpsForEnsemble attribute) (dpyverification.scores.probabilistic.RankHistogram attribute) SupportedCategoricalScores (class in dpyverification.constants) SupportedContinuousScore (class in dpyverification.constants) symmetric_extremal_dependence_index (dpyverification.constants.SupportedCategoricalScores attribute)

T

threshold (dpyverification.constants.DataType attribute) (dpyverification.constants.StandardDim attribute) thresholds (dpyverification.datasources.csv.CsvConfig attribute) time (dpyverification.constants.StandardCoord attribute) (dpyverification.constants.StandardDim attribute)

timeout (dpyverification.datasources.fewswebservice.FewsWebservice attribute) timestep (dpyverification.constants.StandardAttribute attribute) TimeUnits (class in dpyverification.constants)

U

units (dpyverification.constants.StandardCoord attribute)

V

validate_and_compute() (dpyverification.scores.base.BaseScore method) validate_forecast_retrieval_method() (dpyverification.datasources.fewswebservice.FewsWebserviceConfig method) variable (dpyverification.constants.StandardCoord attribute) (dpyverification.constants.StandardDim attribute) variables (dpyverification.datasources.csv.CsvConfig attribute) verification_pair_ids (dpyverification.scores.base.BaseScoreConfig attribute)

verification_pair_ids_valid() (dpyverification.scores.base.BaseScoreConfig method) verification_pairs (dpyverification.scores.base.BaseScoreConfig property) verification_period (dpyverification.datasinks.base.BaseDatasinkConfig property) (dpyverification.datasources.base.BaseDatasourceConfig property) verification_period_on_frt (dpyverification.datasources.base.BaseDatasourceConfig property) verification_period_on_time (dpyverification.datasources.base.BaseDatasourceConfig property)

W

webservice_supports_lead_time_in_get_timeseries (dpyverification.datasources.fewswebservice.FewsWebserviceConfig property) webservice_version (dpyverification.datasources.fewswebservice.FewsWebserviceConfig attribute) week (dpyverification.constants.TimeUnits attribute)

write_data() (dpyverification.datasinks.base.BaseDatasink method) (dpyverification.datasinks.cf_compliant_netcdf.CFCompliantNetCDF method) write_netcdf_response_to_dir() (dpyverification.datasources.fewswebservice.FewsWebservice static method)

X

x (dpyverification.constants.StandardCoord attribute)

Y

y (dpyverification.constants.StandardCoord attribute)

year (dpyverification.constants.TimeUnits attribute)

Z

z (dpyverification.constants.StandardCoord attribute)