Index

A

access_key_id (veriflow.datasources.zarr.S3AuthConfig attribute) accuracy (veriflow.constants.SupportedCategoricalScores attribute) add_score() (veriflow.datamodel.main.OutputDataset method) additive_bias (veriflow.constants.SupportedContinuousScore attribute)

anon (veriflow.datasources.zarr.S3AuthConfig attribute) archive_kind (veriflow.datasources.fewswebservice.FewsWebserviceConfig attribute) attributes (veriflow.constants.StandardCoord.CoordinateProperties attribute) auth_config (veriflow.datasources.fewswebservice.FewsWebserviceConfig attribute) (veriflow.datasources.zarr.ZarrConfig 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

cache_dir (veriflow.configuration.base.GeneralInfoConfig attribute) 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 (class in veriflow.configuration.config) 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.datasources.zarr.Zarr 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)

consolidated (veriflow.datasources.zarr.ZarrConfig attribute) continuous_scores (veriflow.constants.ScoreKind attribute) ContinuousScores (class in veriflow.scores.continuous) ContinuousScoresConfig (class in veriflow.scores.continuous) convert_range_to_list() (veriflow.configuration.utils.LeadTimes class 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) datasinks (veriflow.configuration.config.Config attribute) DataSourceKind (class in veriflow.constants)

datasources (veriflow.configuration.config.Config attribute) DataType (class in veriflow.constants) datetime_format (veriflow.datasources.fewswebservice.FewsWebservice attribute) day (veriflow.constants.TimeUnits attribute) dimension (veriflow.configuration.utils.VerificationPeriod attribute) directory (veriflow.configuration.utils.LocalFile attribute) (veriflow.configuration.utils.LocalFiles attribute)

E

end (veriflow.configuration.utils.Range attribute) (veriflow.configuration.utils.TimePeriod attribute) end_datetime64 (veriflow.configuration.utils.TimePeriod property) endpoint_url (veriflow.datasources.zarr.S3AuthConfig attribute) 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) (veriflow.datasources.zarr.Zarr 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) FewsWebserviceAuthConfig (class in veriflow.datasources.fewswebservice) FewsWebserviceConfig (class in veriflow.datasources.fewswebservice) filename (veriflow.configuration.utils.LocalFile attribute) filename_glob (veriflow.configuration.utils.LocalFiles attribute) force_overwrite (veriflow.datasinks.base.BaseDatasinkConfig attribute) 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.configuration.config.Config attribute) (veriflow.datasinks.base.BaseDatasinkConfig attribute) (veriflow.datasources.base.BaseDatasourceConfig attribute) (veriflow.scores.base.BaseScoreConfig attribute) GeneralInfoConfig (class in veriflow.configuration.base)

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) get_verification_pair() (veriflow.configuration.base.GeneralInfoConfig method)

H

hit_rate (veriflow.constants.SupportedCategoricalScores attribute)

hour (veriflow.constants.TimeUnits attribute)

I

id (veriflow.configuration.utils.VerificationPair attribute) id_mapping (veriflow.configuration.config.Config attribute) (veriflow.datasources.base.BaseDatasourceConfig attribute) IdMappingConfig (class in veriflow.configuration.base) 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) (veriflow.datasources.zarr.ZarrConfig 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.datasources.zarr.Zarr 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) lead_time (veriflow.constants.StandardCoord attribute) (veriflow.constants.StandardDim attribute) lead_times (veriflow.configuration.base.GeneralInfoConfig attribute) (veriflow.datasources.base.BaseDatasourceConfig property) (veriflow.scores.base.BaseScoreConfig property)

LeadTimes (class in veriflow.configuration.utils) LocalFile (class in veriflow.configuration.utils) LocalFiles (class in veriflow.configuration.utils) 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 (veriflow.configuration.utils.LeadTimes property) max_workers_in_thread_pool (veriflow.datasources.fewswebservice.FewsWebserviceConfig attribute) mean_error (veriflow.constants.SupportedContinuousScore attribute) method (veriflow.scores.probabilistic.CrpsForEnsembleConfig attribute) min (veriflow.configuration.utils.LeadTimes property) minute (veriflow.constants.TimeUnits attribute) module veriflow.configuration.base veriflow.configuration.config veriflow.configuration.utils 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.datasources.zarr 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

obs (veriflow.configuration.utils.VerificationPair attribute) 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) password (veriflow.datasources.fewswebservice.FewsWebserviceAuthConfig attribute)

path (veriflow.datasources.zarr.ZarrConfig attribute) paths (veriflow.configuration.utils.LocalFiles property) peirce_skill_score (veriflow.constants.SupportedCategoricalScores attribute) precision (veriflow.constants.SupportedCategoricalScores attribute)

Q

qualifier_ids (veriflow.datasources.fewswebservice.FewsWebserviceConfig attribute)

R

Range (class in veriflow.configuration.utils) 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)

region_name (veriflow.datasources.zarr.S3AuthConfig attribute) rename_dataset() (veriflow.configuration.base.IdMappingConfig method) return_contingency_table (veriflow.scores.categorical.CategoricalScoresConfig attribute) rmse (veriflow.constants.SupportedContinuousScore attribute) run_pipeline() (in module veriflow.pipeline)

S

S3AuthConfig (class in veriflow.datasources.zarr) 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.configuration.config.Config attribute) (veriflow.scores.categorical.CategoricalScoresConfig attribute) (veriflow.scores.continuous.ContinuousScoresConfig attribute) second (veriflow.constants.TimeUnits attribute) secret_access_key (veriflow.datasources.zarr.S3AuthConfig attribute) session_token (veriflow.datasources.zarr.S3AuthConfig attribute) sim (veriflow.configuration.utils.VerificationPair 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) standardize_dataset() (veriflow.datasources.fewsnetcdf.FewsNetCDF static method)

start (veriflow.configuration.utils.Range attribute) (veriflow.configuration.utils.TimePeriod attribute) start_datetime64 (veriflow.configuration.utils.TimePeriod property) station (veriflow.configuration.base.IdMappingConfig attribute) (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) stdlib_timedelta (veriflow.configuration.utils.LeadTimes property) step (veriflow.configuration.utils.Range attribute) storage_options (veriflow.datasources.zarr.ZarrConfig 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.datasources.zarr.Zarr 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) SupportedSchemaVersion (class in veriflow.configuration.config) 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) timedelta64 (veriflow.configuration.utils.LeadTimes property)

timeout (veriflow.datasources.fewswebservice.FewsWebservice attribute) TimePeriod (class in veriflow.configuration.utils) timestep (veriflow.constants.StandardAttribute attribute) TimeUnits (class in veriflow.constants) to_list() (veriflow.configuration.utils.Range method) to_storage_options() (veriflow.datasources.zarr.S3AuthConfig method) to_utc_naive_numpy_datetime() (veriflow.configuration.utils.TimePeriod class method)

U

unit (veriflow.configuration.utils.LeadTimes attribute)

url (veriflow.datasources.fewswebservice.FewsWebserviceAuthConfig attribute) username (veriflow.datasources.fewswebservice.FewsWebserviceAuthConfig attribute)

V

V0 (veriflow.configuration.config.SupportedSchemaVersion attribute) validate_and_compute() (veriflow.scores.base.BaseScore method) validate_forecast_retrieval_method() (veriflow.datasources.fewswebservice.FewsWebserviceConfig method) validate_nse() (veriflow.scores.continuous.ContinuousScoresConfig method) values (veriflow.configuration.utils.LeadTimes attribute) variable (veriflow.configuration.base.IdMappingConfig attribute) (veriflow.configuration.utils.VerificationPair 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.configuration.base.GeneralInfoConfig attribute) (veriflow.datamodel.main.OutputDataset property) (veriflow.scores.base.BaseScoreConfig property) verification_period (veriflow.configuration.base.GeneralInfoConfig attribute) (veriflow.datasinks.base.BaseDatasinkConfig property) (veriflow.datasources.base.BaseDatasourceConfig property) verification_period_and_lead_times_consistent() (veriflow.configuration.base.GeneralInfoConfig method) verification_period_on_frt (veriflow.configuration.base.GeneralInfoConfig property) (veriflow.datasources.base.BaseDatasourceConfig property) verification_period_on_time (veriflow.configuration.base.GeneralInfoConfig property) (veriflow.datasources.base.BaseDatasourceConfig property) VerificationPair (class in veriflow.configuration.utils) VerificationPeriod (class in veriflow.configuration.utils) veriflow.configuration.base module veriflow.configuration.config module veriflow.configuration.utils module 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.datasources.zarr module veriflow.pipeline module veriflow.scores.base module veriflow.scores.categorical module veriflow.scores.continuous module veriflow.scores.probabilistic module version (veriflow.configuration.config.Config attribute)

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) write_schema() (veriflow.configuration.config.Config 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) Zarr (class in veriflow.datasources.zarr)

ZARR (veriflow.constants.DataSourceKind attribute) ZarrConfig (class in veriflow.datasources.zarr)