Index

_

__contains__() (symfluence.core.config.SymfluenceConfig method) __getattr__() (symfluence.core.config.SymfluenceConfig method) __getitem__() (symfluence.core.config.SymfluenceConfig method) __init__() (symfluence.core.system.SYMFLUENCE method) (symfluence.evaluation.analysis_manager.AnalysisManager method) (symfluence.geospatial.domain_manager.DomainManager method) (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) (symfluence.project.project_manager.ProjectManager method) (symfluence.project.workflow_orchestrator.WorkflowOrchestrator method) (symfluence.reporting.reporting_manager.ReportingManager method)

A

acquire_attributes() (symfluence.data.acquisition.acquisition_service.AcquisitionService method) (symfluence.data.data_manager.DataManager method) acquire_em_earth_forcings() (symfluence.data.acquisition.acquisition_service.AcquisitionService method) (symfluence.data.data_manager.DataManager method) acquire_forcings() (symfluence.data.acquisition.acquisition_service.AcquisitionService method) (symfluence.data.data_manager.DataManager method)

acquire_observations() (symfluence.data.acquisition.acquisition_service.AcquisitionService method) (symfluence.data.data_manager.DataManager method) AcquisitionService (class in symfluence.data.acquisition.acquisition_service) align_series() (symfluence.evaluation.evaluators.base.ModelEvaluator method) analysis_plotter (symfluence.reporting.reporting_manager.ReportingManager property) AnalysisManager (class in symfluence.evaluation.analysis_manager)

B

BaseModelOptimizer (class in symfluence.optimization.optimizers.base_model_optimizer)

benchmark_plotter (symfluence.reporting.reporting_manager.ReportingManager property) build_model_ready_store() (symfluence.data.data_manager.DataManager method)

C

calculate_metrics() (symfluence.evaluation.evaluators.base.ModelEvaluator method) calibrate_model() (symfluence.optimization.optimization_manager.OptimizationManager method) calibration_period (symfluence.evaluation.evaluators.base.ModelEvaluator attribute) check_func (symfluence.project.workflow_orchestrator.WorkflowStep attribute) cleanup() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) cli_name (symfluence.project.workflow_orchestrator.WorkflowStep attribute) coerce_config() (in module symfluence.core.config)

config (symfluence.data.acquisition.acquisition_service.AcquisitionService attribute) (symfluence.evaluation.analysis_manager.AnalysisManager attribute) (symfluence.evaluation.evaluators.base.ModelEvaluator attribute) (symfluence.geospatial.discretization.core.DomainDiscretizer attribute) (symfluence.project.project_manager.ProjectManager attribute) (symfluence.project.workflow_orchestrator.WorkflowOrchestrator attribute) create_point_domain_shapefile() (symfluence.geospatial.domain_manager.DomainManager method) create_pour_point() (symfluence.project.project_manager.ProjectManager method)

D

data_dir (symfluence.data.acquisition.acquisition_service.AcquisitionService attribute) data_processor (symfluence.reporting.reporting_manager.ReportingManager property) DataManager (class in symfluence.data.data_manager) DEFAULT_ITERATIONS (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer attribute) DEFAULT_PENALTY_SCORE (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer attribute) DEFAULT_POPULATION_SIZE (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer attribute) define_domain() (symfluence.geospatial.domain_manager.DomainManager method) define_workflow_steps() (symfluence.project.workflow_orchestrator.WorkflowOrchestrator method) description (symfluence.project.workflow_orchestrator.WorkflowStep attribute) diagnostic_attributes() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_calibration() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_coupling_conservation() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_discretization() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_domain_definition() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_forcing_raw() (symfluence.reporting.reporting_manager.ReportingManager method)

diagnostic_forcing_remapped() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_model_output() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_model_preprocessing() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_observations() (symfluence.reporting.reporting_manager.ReportingManager method) diagnostic_plotter (symfluence.reporting.reporting_manager.ReportingManager property) discretize_domain() (symfluence.geospatial.discretization.core.DomainDiscretizationRunner method) (symfluence.geospatial.discretization.core.DomainDiscretizer method) (symfluence.geospatial.domain_manager.DomainManager method) domain_name (symfluence.data.acquisition.acquisition_service.AcquisitionService attribute) (symfluence.geospatial.discretization.core.DomainDiscretizer attribute) (symfluence.project.workflow_orchestrator.WorkflowOrchestrator attribute) domain_plotter (symfluence.reporting.reporting_manager.ReportingManager property) DomainDiscretizationRunner (class in symfluence.geospatial.discretization.core) DomainDiscretizer (class in symfluence.geospatial.discretization.core) DomainManager (class in symfluence.geospatial.domain_manager)

E

ensure_config() (in module symfluence.core.config) ensure_typed_config() (in module symfluence.core.config) eval_timestep (symfluence.evaluation.evaluators.base.ModelEvaluator attribute)

evaluate() (symfluence.evaluation.evaluators.base.ModelEvaluator method) evaluation_period (symfluence.evaluation.evaluators.base.ModelEvaluator attribute) experiment_id (symfluence.project.workflow_orchestrator.WorkflowOrchestrator attribute) extract_simulated_data() (symfluence.evaluation.evaluators.base.ModelEvaluator method)

F

final_orchestrator (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer property) forcing_comparison_plotter (symfluence.reporting.reporting_manager.ReportingManager property) from_file() (symfluence.core.config.SymfluenceConfig class method)

from_minimal() (symfluence.core.config.SymfluenceConfig class method) from_preset() (symfluence.core.config.SymfluenceConfig class method) func (symfluence.project.workflow_orchestrator.WorkflowStep attribute)

G

generate_model_comparison_overview() (symfluence.reporting.reporting_manager.ReportingManager method) get() (symfluence.core.config.SymfluenceConfig method) get_analysis_status() (symfluence.evaluation.analysis_manager.AnalysisManager method) get_available_optimizers() (symfluence.optimization.optimization_manager.OptimizationManager method) get_config_adapter() (symfluence.models.registry.ModelRegistry class method) get_config_defaults() (symfluence.models.registry.ModelRegistry class method) get_config_schema() (symfluence.models.registry.ModelRegistry class method) get_config_transformers() (symfluence.models.registry.ModelRegistry class method) get_config_validator() (symfluence.models.registry.ModelRegistry class method) get_crash_stats() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) get_data_status() (symfluence.data.data_manager.DataManager method) get_domain_info() (symfluence.geospatial.domain_manager.DomainManager method) get_forcing_adapter() (symfluence.models.registry.ModelRegistry class method)

get_model_components() (symfluence.models.registry.ModelRegistry class method) get_observed_data_path() (symfluence.evaluation.evaluators.base.ModelEvaluator method) get_optimization_status() (symfluence.optimization.optimization_manager.OptimizationManager method) get_postprocessor() (symfluence.models.registry.ModelRegistry class method) get_preprocessor() (symfluence.models.registry.ModelRegistry class method) get_project_info() (symfluence.project.project_manager.ProjectManager method) get_result_extractor() (symfluence.models.registry.ModelRegistry class method) get_runner() (symfluence.models.registry.ModelRegistry class method) get_runner_method() (symfluence.models.registry.ModelRegistry class method) get_simulation_files() (symfluence.evaluation.evaluators.base.ModelEvaluator method) get_visualizer() (symfluence.models.registry.ModelRegistry class method) get_workflow_status() (symfluence.core.system.SYMFLUENCE method) (symfluence.project.workflow_orchestrator.WorkflowOrchestrator method)

H

has_forcing_adapter() (symfluence.models.registry.ModelRegistry class method)

has_result_extractor() (symfluence.models.registry.ModelRegistry class method)

I

is_visualization_enabled() (symfluence.reporting.reporting_manager.ReportingManager method)

L

list_forcing_adapters() (symfluence.models.registry.ModelRegistry class method) list_models() (symfluence.models.registry.ModelRegistry class method) list_result_extractors() (symfluence.models.registry.ModelRegistry class method) load_optimization_results() (symfluence.optimization.optimization_manager.OptimizationManager method) log_baseline_performance() (symfluence.models.model_manager.ModelManager method) log_initial_population() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method)

log_iteration_progress() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) logger (symfluence.data.acquisition.acquisition_service.AcquisitionService attribute) (symfluence.evaluation.analysis_manager.AnalysisManager attribute) (symfluence.geospatial.discretization.core.DomainDiscretizer attribute) (symfluence.project.project_manager.ProjectManager attribute) (symfluence.project.workflow_orchestrator.WorkflowOrchestrator attribute) logging_manager (symfluence.project.workflow_orchestrator.WorkflowOrchestrator attribute)

M

managers (symfluence.project.workflow_orchestrator.WorkflowOrchestrator attribute) model_comparison_plotter (symfluence.reporting.reporting_manager.ReportingManager property) ModelEvaluator (class in symfluence.evaluation.evaluators.base) ModelManager (class in symfluence.models.model_manager) ModelRegistry (class in symfluence.models.registry) module symfluence.core.config symfluence.data.acquisition.acquisition_service symfluence.data.data_manager symfluence.evaluation.analysis_manager symfluence.evaluation.evaluators.base symfluence.geospatial.discretization.core symfluence.geospatial.domain_manager symfluence.models.model_manager symfluence.models.registry symfluence.optimization.optimization_manager symfluence.optimization.optimizers.base_model_optimizer symfluence.project.project_manager symfluence.project.workflow_orchestrator symfluence.reporting.reporting_manager

N

name (symfluence.project.workflow_orchestrator.WorkflowStep attribute)

needs_routing() (symfluence.evaluation.evaluators.base.ModelEvaluator method) normalize_config() (in module symfluence.core.config)

O

optimization_plotter (symfluence.reporting.reporting_manager.ReportingManager property)

OptimizationManager (class in symfluence.optimization.optimization_manager) optimizers (symfluence.optimization.optimization_manager.OptimizationManager property)

P

plot_config (symfluence.reporting.reporting_manager.ReportingManager property) population_evaluator (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer property) postprocess_results() (symfluence.models.model_manager.ModelManager method) preprocess_models() (symfluence.models.model_manager.ModelManager method)

process_observed_data() (symfluence.data.data_manager.DataManager method) project_dir (symfluence.data.acquisition.acquisition_service.AcquisitionService attribute) (symfluence.geospatial.discretization.core.DomainDiscretizer attribute) (symfluence.project.workflow_orchestrator.WorkflowOrchestrator attribute) ProjectManager (class in symfluence.project.project_manager)

R

register_config_adapter() (symfluence.models.registry.ModelRegistry class method) register_config_defaults() (symfluence.models.registry.ModelRegistry class method) register_config_schema() (symfluence.models.registry.ModelRegistry class method) register_config_transformers() (symfluence.models.registry.ModelRegistry class method) register_config_validator() (symfluence.models.registry.ModelRegistry class method) register_postprocessor() (symfluence.models.registry.ModelRegistry class method) register_preprocessor() (symfluence.models.registry.ModelRegistry class method) register_result_extractor() (symfluence.models.registry.ModelRegistry class method) register_runner() (symfluence.models.registry.ModelRegistry class method) register_visualizer() (symfluence.models.registry.ModelRegistry class method) reporting_manager (symfluence.data.acquisition.acquisition_service.AcquisitionService attribute) ReportingManager (class in symfluence.reporting.reporting_manager) results_saver (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer property) root_path (symfluence.geospatial.discretization.core.DomainDiscretizer attribute) run_abc() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_adam() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_all_diagnostics() (symfluence.core.system.SYMFLUENCE method) run_async_dds() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_basin_hopping() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_bayesian_opt() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_benchmarking() (symfluence.evaluation.analysis_manager.AnalysisManager method) run_cmaes() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_dds() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_de() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method)

run_decision_analysis() (symfluence.evaluation.analysis_manager.AnalysisManager method) run_diagnostics_for_step() (symfluence.core.system.SYMFLUENCE method) run_dream() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_final_evaluation() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_ga() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_glue() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_individual_steps() (symfluence.core.system.SYMFLUENCE method) (symfluence.project.workflow_orchestrator.WorkflowOrchestrator method) run_koopman_analysis() (symfluence.evaluation.analysis_manager.AnalysisManager method) run_lbfgs() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_model_agnostic_preprocessing() (symfluence.data.data_manager.DataManager method) run_models() (symfluence.models.model_manager.ModelManager method) run_moead() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_multivariate_evaluation() (symfluence.evaluation.analysis_manager.AnalysisManager method) run_nelder_mead() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_nsga2() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_optimization() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_optimization_workflow() (symfluence.optimization.optimization_manager.OptimizationManager method) run_pso() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_sce() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_sensitivity_analysis() (symfluence.evaluation.analysis_manager.AnalysisManager method) run_simulated_annealing() (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer method) run_workflow() (symfluence.core.system.SYMFLUENCE method) (symfluence.project.workflow_orchestrator.WorkflowOrchestrator method)

S

setup_project() (symfluence.project.project_manager.ProjectManager method) snow_plotter (symfluence.reporting.reporting_manager.ReportingManager property) sort_catchment_shape() (symfluence.geospatial.discretization.core.DomainDiscretizer method) spatial_processor (symfluence.reporting.reporting_manager.ReportingManager property) SYMFLUENCE (class in symfluence.core.system) symfluence.core.config module symfluence.data.acquisition.acquisition_service module symfluence.data.data_manager module symfluence.evaluation.analysis_manager module symfluence.evaluation.evaluators.base module symfluence.geospatial.discretization.core module

symfluence.geospatial.domain_manager module symfluence.models.model_manager module symfluence.models.registry module symfluence.optimization.optimization_manager module symfluence.optimization.optimizers.base_model_optimizer module symfluence.project.project_manager module symfluence.project.workflow_orchestrator module symfluence.reporting.reporting_manager module SymfluenceConfig (class in symfluence.core.config)

T

task_builder (symfluence.optimization.optimizers.base_model_optimizer.BaseModelOptimizer property)

to_dict() (symfluence.core.config.SymfluenceConfig method)

U

update_sim_reach_id() (symfluence.reporting.reporting_manager.ReportingManager method)

V

validate_all_models() (symfluence.models.registry.ModelRegistry class method) validate_analysis_requirements() (symfluence.evaluation.analysis_manager.AnalysisManager method) validate_config() (in module symfluence.core.config) validate_coordinates() (symfluence.core.config.SymfluenceConfig method) validate_data_directories() (symfluence.data.data_manager.DataManager method) validate_domain_configuration() (symfluence.geospatial.domain_manager.DomainManager method) validate_model_config() (symfluence.models.registry.ModelRegistry class method) validate_model_registration() (symfluence.models.registry.ModelRegistry class method) validate_model_requirements() (symfluence.core.config.SymfluenceConfig method) validate_optimization_configuration() (symfluence.core.config.SymfluenceConfig method) (symfluence.optimization.optimization_manager.OptimizationManager method) validate_readiness() (symfluence.data.data_manager.DataManager method) (symfluence.evaluation.analysis_manager.AnalysisManager method) (symfluence.geospatial.domain_manager.DomainManager method) (symfluence.optimization.optimization_manager.OptimizationManager method) validate_spatial_mode_consistency() (symfluence.core.config.SymfluenceConfig method) validate_time_periods() (symfluence.core.config.SymfluenceConfig method) validate_workflow_prerequisites() (symfluence.project.workflow_orchestrator.WorkflowOrchestrator method) variable_handler (symfluence.data.acquisition.acquisition_service.AcquisitionService attribute) variable_type (symfluence.evaluation.evaluators.base.ModelEvaluator property) visualize_benchmarks() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_calibration_results() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_data_distribution() (symfluence.reporting.reporting_manager.ReportingManager method)

visualize_decision_impacts() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_discretized_domain() (symfluence.geospatial.domain_manager.DomainManager method) (symfluence.reporting.reporting_manager.ReportingManager method) visualize_domain() (symfluence.geospatial.domain_manager.DomainManager method) (symfluence.reporting.reporting_manager.ReportingManager method) visualize_drop_analysis() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_forcing_comparison() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_fuse_outputs() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_hydrographs_with_highlight() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_hype_results() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_lstm_results() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_lumped_model_outputs() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_model_outputs() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_model_results() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_ngen_results() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_optimization_depth_parameters() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_optimization_progress() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_outputs() (symfluence.models.model_manager.ModelManager method) visualize_sensitivity_analysis() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_snow_comparison() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_spatial_coverage() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_summa_outputs() (symfluence.reporting.reporting_manager.ReportingManager method) visualize_timeseries_results() (symfluence.reporting.reporting_manager.ReportingManager method)

W

workflow_diagnostic_plotter (symfluence.reporting.reporting_manager.ReportingManager property)

WorkflowOrchestrator (class in symfluence.project.workflow_orchestrator) WorkflowStep (class in symfluence.project.workflow_orchestrator)