Index

_

__init__() (infralib.envs.base.BaseInfraEnv method) (infralib.envs.simple.SimpleInfraEnv method) (infralib.envs.simple.SimpleInfraMDPEnv method) (infralib.models.base.BaseModel method) (infralib.models.base.ModelContext method) (infralib.models.budget.CyclicBudget method) (infralib.models.budget.EmergencyReserveBudget method) (infralib.models.budget.FixedBudget method) (infralib.models.budget.VariableCyclicBudget method) (infralib.models.cost.LengthBasedCost method) (infralib.models.cost.NonlinearCost method) (infralib.models.cost.SimpleCost method) (infralib.models.dynamics.MarkovDynamics method) (infralib.models.dynamics.WeibullDynamics method) (infralib.models.hierarchy.GeneralHierarchy method) (infralib.models.hierarchy.HierarchyLevel method) (infralib.models.hierarchy.MultiLevelHierarchy method) (infralib.models.hierarchy.SimpleHierarchy method) (infralib.models.metadata.FieldDefinition method) (infralib.models.metadata.GeneralMetadata method) (infralib.models.metadata.KeyValueMetadata method) (infralib.models.metadata.SimpleMetadata method) (infralib.simulator.Simulator method) (infralib.visualize.dashboard.DashboardState method) (infralib.visualize.dashboard.SimulatorDashboard method) (infralib.visualize.network.NetworkVisualizer method) (infralib.visualize.plots.PlotGenerator method)

A

action_history (infralib.visualize.dashboard.DashboardState attribute) action_space (infralib.envs.base.BaseInfraEnv attribute) actions (infralib.models.base.ModelContext attribute) activate_emergency() (infralib.models.budget.EmergencyReserveBudget method) add_component() (infralib.models.metadata.GeneralMetadata method) (infralib.models.metadata.KeyValueMetadata method) aggregation_rules (infralib.models.hierarchy.HierarchyLevel attribute)

apply_constraint() (infralib.models.budget.BudgetModel method) (infralib.models.budget.CyclicBudget method) (infralib.models.budget.EmergencyReserveBudget method) (infralib.models.budget.FixedBudget method) (infralib.models.budget.VariableCyclicBudget method) assign_component() (infralib.models.hierarchy.GeneralHierarchy method) available() (infralib.models.budget.BudgetModel method)

B

BaseInfraEnv (class in infralib.envs.base) BaseModel (class in infralib.models.base) batch_rollout() (infralib.simulator.Simulator method)

budget (infralib.models.base.ModelContext attribute) budget_history (infralib.visualize.dashboard.DashboardState attribute) BudgetModel (class in infralib.models.budget)

C

clear_terminal() (infralib.simulator.Simulator method) close() (infralib.envs.base.BaseInfraEnv method) component_ids (infralib.models.base.ModelContext attribute) component_types (infralib.envs.simple.SimpleInfraEnv attribute) compute() (infralib.models.base.BaseModel method) (infralib.models.budget.BudgetModel method) (infralib.models.cost.CostModel method) (infralib.models.dynamics.DynamicsModel method) (infralib.models.hierarchy.HierarchyModel method) (infralib.models.metadata.MetadataModel method) compute_group_metric() (infralib.models.hierarchy.GeneralHierarchy method) compute_legacy() (infralib.models.cost.CostModel method) compute_weighted_metric() (infralib.models.metadata.GeneralMetadata method) cost (infralib.models.base.ModelContext attribute)

cost_history (infralib.visualize.dashboard.DashboardState attribute) CostModel (class in infralib.models.cost) create_cascade_visualization() (infralib.visualize.network.NetworkVisualizer method) create_geographic_map() (infralib.visualize.network.NetworkVisualizer method) create_heatmap() (infralib.visualize.network.NetworkVisualizer method) create_network_graph() (infralib.visualize.network.NetworkVisualizer method) create_performance_report() (infralib.visualize.plots.PlotGenerator method) create_policy_function() (infralib.visualize.dashboard.SimulatorDashboard method) create_status_display() (infralib.simulator.Simulator method) create_traffic_flow_map() (infralib.visualize.network.NetworkVisualizer method) current_step (infralib.envs.base.BaseInfraEnv attribute) (infralib.visualize.dashboard.DashboardState attribute) custom_data (infralib.models.base.ModelContext attribute) CyclicBudget (class in infralib.models.budget)

D

DashboardState (class in infralib.visualize.dashboard) default_value (infralib.models.metadata.FieldDefinition attribute) description (infralib.models.metadata.FieldDefinition attribute) display_key_metrics() (infralib.visualize.dashboard.SimulatorDashboard method)

display_real_time_plots() (infralib.visualize.dashboard.SimulatorDashboard method) display_status() (infralib.simulator.Simulator method) dynamics (infralib.models.base.ModelContext attribute) DynamicsModel (class in infralib.models.dynamics)

E

EmergencyReserveBudget (class in infralib.models.budget)

F

failure_history (infralib.visualize.dashboard.DashboardState attribute) failure_thresholds (infralib.envs.simple.SimpleInfraEnv attribute) (infralib.envs.simple.SimpleInfraMDPEnv attribute) FastWeibullDynamics (class in infralib.models.dynamics)

field_type (infralib.models.metadata.FieldDefinition attribute) FieldDefinition (class in infralib.models.metadata) FixedBudget (class in infralib.models.budget) from_config() (infralib.envs.simple.SimpleInfraEnv class method) (infralib.envs.simple.SimpleInfraMDPEnv class method)

G

GeneralHierarchy (class in infralib.models.hierarchy) GeneralMetadata (class in infralib.models.metadata) get_all_fields() (infralib.models.metadata.KeyValueMetadata method) get_all_groups() (infralib.models.hierarchy.GeneralHierarchy method) (infralib.models.hierarchy.HierarchyModel method) get_bulk_attribute() (infralib.models.metadata.GeneralMetadata method) (infralib.models.metadata.MetadataModel method) get_component_attribute() (infralib.models.metadata.GeneralMetadata method) (infralib.models.metadata.MetadataModel method) get_component_group() (infralib.models.hierarchy.GeneralHierarchy method) (infralib.models.hierarchy.HierarchyModel method) get_field_definitions() (infralib.models.metadata.GeneralMetadata method) (infralib.models.metadata.MetadataModel method) get_group_components() (infralib.models.hierarchy.GeneralHierarchy method) (infralib.models.hierarchy.HierarchyModel method) get_group_property() (infralib.models.hierarchy.GeneralHierarchy method) (infralib.models.hierarchy.HierarchyModel method)

get_hierarchy_levels() (infralib.models.hierarchy.GeneralHierarchy method) (infralib.models.hierarchy.HierarchyModel method) get_model() (infralib.models.base.ModelContext method) get_observation() (infralib.simulator.Simulator method) get_parameter_spec() (infralib.models.base.BaseModel class method) (infralib.models.budget.CyclicBudget class method) (infralib.models.budget.EmergencyReserveBudget class method) (infralib.models.budget.FixedBudget class method) (infralib.models.budget.VariableCyclicBudget class method) (infralib.models.cost.LengthBasedCost class method) (infralib.models.cost.NonlinearCost class method) (infralib.models.cost.SimpleCost class method) (infralib.models.dynamics.MarkovDynamics class method) (infralib.models.dynamics.WeibullDynamics class method) (infralib.models.hierarchy.HierarchyModel class method) (infralib.models.metadata.MetadataModel class method) get_performance_metrics() (infralib.simulator.Simulator method) get_required_models() (infralib.models.base.BaseModel class method)

H

hierarchy (infralib.models.base.ModelContext attribute) HierarchyLevel (class in infralib.models.hierarchy)

HierarchyModel (class in infralib.models.hierarchy) history (infralib.models.base.ModelContext attribute)

I

infralib module infralib.envs.base module infralib.envs.simple module infralib.models.base module infralib.models.budget module infralib.models.cost module infralib.models.dynamics module infralib.models.hierarchy module

infralib.models.metadata module infralib.simulator module infralib.visualize.dashboard module infralib.visualize.network module infralib.visualize.plots module infralib.visualize.simulator_plots module initialize_simulator() (infralib.visualize.dashboard.SimulatorDashboard method) is_running (infralib.visualize.dashboard.DashboardState attribute)

K

KeyValueMetadata (class in infralib.models.metadata)

L

launch_dashboard() (in module infralib.visualize.dashboard)

LengthBasedCost (class in infralib.models.cost) load_config_data() (in module infralib.envs.simple)

M

make_env_from_config() (in module infralib.envs.base) MarkovDynamics (class in infralib.models.dynamics) max_states (infralib.envs.simple.SimpleInfraMDPEnv attribute) max_steps (infralib.visualize.dashboard.DashboardState attribute) metadata (infralib.envs.base.BaseInfraEnv attribute) (infralib.models.base.ModelContext attribute) MetadataModel (class in infralib.models.metadata) ModelContext (class in infralib.models.base) module infralib infralib.envs.base infralib.envs.simple infralib.models.base infralib.models.budget infralib.models.cost infralib.models.dynamics infralib.models.hierarchy infralib.models.metadata infralib.simulator infralib.visualize.dashboard infralib.visualize.network infralib.visualize.plots infralib.visualize.simulator_plots

MultiLevelHierarchy (class in infralib.models.hierarchy)

N

n_components (infralib.envs.base.BaseInfraEnv attribute) name (infralib.models.hierarchy.HierarchyLevel attribute) (infralib.models.metadata.FieldDefinition attribute)

NetworkVisualizer (class in infralib.visualize.network) NonlinearCost (class in infralib.models.cost)

O

observation_space (infralib.envs.base.BaseInfraEnv attribute)

P

params (infralib.envs.simple.SimpleInfraEnv attribute) (infralib.envs.simple.SimpleInfraMDPEnv attribute) parent_level (infralib.models.hierarchy.HierarchyLevel attribute) plot_action_distribution() (in module infralib.visualize.simulator_plots) plot_action_heatmap() (infralib.visualize.plots.PlotGenerator method) plot_budget_usage() (infralib.visualize.plots.PlotGenerator method) plot_comparison_algorithms() (infralib.visualize.plots.PlotGenerator method)

plot_component_states() (infralib.visualize.plots.PlotGenerator method) plot_component_states_comparison() (in module infralib.visualize.simulator_plots) plot_failure_analysis() (infralib.visualize.plots.PlotGenerator method) plot_hierarchy_metrics() (infralib.visualize.plots.PlotGenerator method) plot_learning_curves() (infralib.visualize.plots.PlotGenerator method) plot_state_budget_history() (in module infralib.visualize.simulator_plots) PlotGenerator (class in infralib.visualize.plots) properties (infralib.models.hierarchy.HierarchyLevel attribute)

Q

query_components() (infralib.models.metadata.GeneralMetadata method) (infralib.models.metadata.MetadataModel method)

R

render() (infralib.envs.base.BaseInfraEnv method) required (infralib.models.metadata.FieldDefinition attribute) reset() (infralib.envs.base.BaseInfraEnv method) (infralib.models.base.BaseModel method) (infralib.models.budget.CyclicBudget method) (infralib.models.budget.EmergencyReserveBudget method) (infralib.models.budget.FixedBudget method) (infralib.models.budget.VariableCyclicBudget method) (infralib.models.cost.LengthBasedCost method) (infralib.models.cost.NonlinearCost method) (infralib.models.cost.SimpleCost method) (infralib.models.dynamics.MarkovDynamics method) (infralib.models.dynamics.WeibullDynamics method) (infralib.models.hierarchy.HierarchyModel method) (infralib.models.metadata.MetadataModel method) (infralib.simulator.Simulator method)

run() (infralib.visualize.dashboard.SimulatorDashboard method) run_simulation_step() (infralib.visualize.dashboard.SimulatorDashboard method)

S

set_component_attribute() (infralib.models.metadata.GeneralMetadata method) set_component_lengths() (infralib.models.cost.LengthBasedCost method) set_group_property() (infralib.models.hierarchy.GeneralHierarchy method) set_plot_style() (in module infralib.visualize.simulator_plots) setup_sidebar() (infralib.visualize.dashboard.SimulatorDashboard method) SimpleCost (class in infralib.models.cost) SimpleHierarchy (class in infralib.models.hierarchy) SimpleInfraEnv (class in infralib.envs.simple) SimpleInfraMDPEnv (class in infralib.envs.simple) SimpleMetadata (class in infralib.models.metadata) Simulator (class in infralib.simulator)

simulator (infralib.envs.base.BaseInfraEnv attribute) (infralib.visualize.dashboard.DashboardState attribute) SimulatorDashboard (class in infralib.visualize.dashboard) states (infralib.models.base.ModelContext attribute) states_history (infralib.visualize.dashboard.DashboardState attribute) step() (infralib.envs.base.BaseInfraEnv method) (infralib.models.dynamics.DynamicsModel method) (infralib.simulator.Simulator method) step_delay (infralib.visualize.dashboard.DashboardState attribute) step_time() (infralib.models.budget.CyclicBudget method) (infralib.models.budget.VariableCyclicBudget method)

T

time_step (infralib.models.base.ModelContext attribute)

U

update() (infralib.models.budget.BudgetModel method)

V

validate_context() (infralib.models.base.BaseModel method)

VariableCyclicBudget (class in infralib.models.budget)

W

WeibullDynamics (class in infralib.models.dynamics)