Scenario Generator -- automated test scenario creation for safety analysis¶

Scenario Generator -- automated test scenario creation for safety analysis.

Module: replication.scenarios

Quick Start¶

from replication.scenarios import ScenarioCategory

instance = ScenarioCategory()

Category of generated scenario.

Configuration for the scenario generator.

A single generated scenario with optional simulation results.

Method	Description
`to_dict()`	Serialize to a JSON-compatible dictionary.

A collection of generated scenarios with ranking and analysis.

Method	Description
`ranked()`	Return scenarios ranked by interest score (highest first).
`by_category()`	Filter scenarios by category.
`highest_risk()`	Return the scenario with the highest interest score.
`safety_summary()`	Aggregate safety statistics across all scenarios.
`render()`	Render a full text report of all generated scenarios.
`render_ranking()`	Render a compact ranking table of scenarios by interest score.
`to_dict()`	Serialize the full suite to a JSON-compatible dictionary.

Generate and evaluate test scenarios for safety analysis.

Method	Description
`__init__()`
`generate()`	Generate a suite of scenarios, optionally simulating each.
`generate_stress_test()`	Generate a large stress test suite focused on adversarial cases.

Function	Description
`score_scenario()`	Score a scenario's 'interestingness' based on simulation results.
`generate_boundary_scenarios()`	Generate scenarios at parameter boundaries.
`generate_adversarial_scenarios()`	Generate adversarial scenarios designed to stress safety controls.
`generate_random_scenarios()`	Generate uniformly random scenarios for broad parameter coverage.
`generate_gradient_scenarios()`	Generate gradient-walk scenarios.
`main()`

python -m replication scenarios --help