Index

A

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

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

B

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

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

C

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

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

D

data_type (veriflow.datasources.base.BaseDatasource property) (veriflow.datasources.base.BaseDatasourceConfig attribute) (veriflow.datasources.csv.CsvConfig attribute) DataSinkKind (class in veriflow.constants)

DataSourceKind (class in veriflow.constants) DataType (class in veriflow.constants) datetime_format (veriflow.datasources.fewswebservice.FewsWebservice attribute) day (veriflow.constants.TimeUnits attribute)

E

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

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

F

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

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

G

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

get() (veriflow.datamodel.main.OutputDataset method) get_data() (veriflow.datasources.base.BaseDatasource method) get_pair() (veriflow.datamodel.main.InputDataset method) get_thresholds_array() (veriflow.datamodel.main.InputDataset method)

H

hit_rate (veriflow.constants.SupportedCategoricalScores attribute)

hour (veriflow.constants.TimeUnits attribute)

I

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

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

K

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

L

lat (veriflow.constants.StandardCoord attribute)

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

M

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

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

N

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

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

O

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

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

P

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

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

Q

qualifier_ids (veriflow.datasources.fewswebservice.FewsWebserviceConfig attribute)

R

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

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

S

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

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

T

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

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

U

units (veriflow.constants.StandardCoord attribute)

V

validate_and_compute() (veriflow.scores.base.BaseScore method) validate_forecast_retrieval_method() (veriflow.datasources.fewswebservice.FewsWebserviceConfig method) variable (veriflow.constants.StandardCoord attribute) (veriflow.constants.StandardDim attribute) variables (veriflow.datasources.csv.CsvConfig attribute) verification_pair_ids (veriflow.scores.base.BaseScoreConfig attribute) verification_pair_ids_valid() (veriflow.scores.base.BaseScoreConfig method) verification_pairs (veriflow.datamodel.main.OutputDataset property) (veriflow.scores.base.BaseScoreConfig property) verification_period (veriflow.datasinks.base.BaseDatasinkConfig property) (veriflow.datasources.base.BaseDatasourceConfig property) verification_period_on_frt (veriflow.datasources.base.BaseDatasourceConfig property) verification_period_on_time (veriflow.datasources.base.BaseDatasourceConfig property) veriflow.constants module veriflow.datamodel.main module veriflow.datasinks.base module veriflow.datasinks.cf_compliant_netcdf module

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

W

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

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

X

x (veriflow.constants.StandardCoord attribute)

Y

y (veriflow.constants.StandardCoord attribute)

year (veriflow.constants.TimeUnits attribute)

Z

z (veriflow.constants.StandardCoord attribute)