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- tests/conftest.py +0 -10
- tests/test_behavioral_scenarios.py +0 -476
- tests/test_grader_and_env.py +0 -63
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tests/conftest.py
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from __future__ import annotations
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import sys
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from pathlib import Path
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# Make package importable when tests are run from the workspace root, e.g.:
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# python -m pytest -q OpenEnv/envs/code_security_auditor_env/tests/test_grader_and_env.py
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_ENVS_DIR = Path(__file__).resolve().parents[2]
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if str(_ENVS_DIR) not in sys.path:
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sys.path.insert(0, str(_ENVS_DIR))
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tests/test_behavioral_scenarios.py
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from __future__ import annotations
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from typing import Iterable
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import pytest
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from pydantic import ValidationError
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from code_security_auditor_env.models import CodeSecurityAction
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from code_security_auditor_env.server.security_environment import CodeSecurityAuditorEnvironment
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def _action(**kwargs) -> CodeSecurityAction:
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return CodeSecurityAction(**kwargs)
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def _run_actions(task_id: str, actions: Iterable[CodeSecurityAction]) -> tuple[float, list[float]]:
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env = CodeSecurityAuditorEnvironment(default_task_id=task_id)
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obs = env.reset(task_id=task_id)
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rewards: list[float] = [float(obs.reward or 0.0)]
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for action in actions:
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obs = env.step(action)
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rewards.append(float(obs.reward or 0.0))
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if obs.done:
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break
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if not obs.done:
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obs = env.step(_action(action_type="submit_final_report"))
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rewards.append(float(obs.reward or 0.0))
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return float(obs.reward or 0.0), rewards
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@pytest.mark.parametrize(
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"task_id,expected_file_count",
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[
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("easy", 3),
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("medium", 3),
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("hard", 4),
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],
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)
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def test_reset_exposes_task_specific_observation_space(task_id: str, expected_file_count: int) -> None:
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env = CodeSecurityAuditorEnvironment(default_task_id=task_id)
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obs = env.reset(task_id=task_id)
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assert obs.task_id == task_id
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assert len(obs.available_files) == expected_file_count
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assert obs.steps_remaining > 0
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assert obs.file_excerpt == ""
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assert obs.focused_file is None
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assert 0.0 <= float(obs.score_hint) <= 1.0
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def test_action_space_validation_rejects_invalid_values() -> None:
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with pytest.raises(ValidationError):
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_action(action_type="not_valid")
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with pytest.raises(ValidationError):
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_action(action_type="submit_finding", confidence=1.5)
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with pytest.raises(ValidationError):
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_action(action_type="submit_finding", line_start=0)
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def test_inspect_file_returns_numbered_excerpt() -> None:
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env = CodeSecurityAuditorEnvironment(default_task_id="easy")
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env.reset(task_id="easy")
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obs = env.step(_action(action_type="inspect_file", filename="app/routes.py"))
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assert obs.focused_file == "app/routes.py"
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assert " 1:" in obs.file_excerpt
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assert "SELECT id, email, role" in obs.file_excerpt
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def test_partial_progress_reward_for_near_miss_finding() -> None:
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env = CodeSecurityAuditorEnvironment(default_task_id="easy")
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env.reset(task_id="easy")
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obs = env.step(
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=11,
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line_end=11,
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vuln_type="sql_injection",
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severity="high",
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confidence=0.8,
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evidence="nearby SQL line",
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summary="line slightly off",
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)
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)
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assert 0.0 < float(obs.reward or 0.0) <= 0.2
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assert "Partial progress" in obs.last_feedback
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def test_easy_task_high_quality_trajectory_scores_high() -> None:
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actions = [
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_action(action_type="inspect_file", filename="app/routes.py"),
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_action(action_type="inspect_file", filename="app/config.py"),
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=8,
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vuln_type="sql_injection",
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severity="high",
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confidence=0.8,
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evidence="f-string SQL query with request arg",
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summary="SQL injection",
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),
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_action(
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action_type="submit_finding",
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filename="app/config.py",
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line_start=5,
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vuln_type="hardcoded_secret",
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severity="high",
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confidence=0.85,
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evidence="secret embedded in config",
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summary="hardcoded secret",
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),
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=15,
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vuln_type="weak_authentication",
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severity="medium",
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confidence=0.65,
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evidence="static token auth bypass",
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summary="weak authentication",
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),
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_action(action_type="submit_final_report"),
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]
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score, rewards = _run_actions("easy", actions)
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assert score >= 0.75
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assert all(0.0 <= r <= 1.0 for r in rewards)
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def test_reward_hacking_by_spam_and_duplicates_is_penalized() -> None:
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strong_actions = [
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_action(action_type="inspect_file", filename="app/routes.py"),
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_action(action_type="inspect_file", filename="app/config.py"),
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=8,
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vuln_type="sql_injection",
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severity="high",
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confidence=0.8,
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evidence="sql injection",
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summary="sql injection",
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),
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_action(
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action_type="submit_finding",
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filename="app/config.py",
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line_start=5,
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vuln_type="hardcoded_secret",
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severity="high",
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confidence=0.85,
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evidence="hardcoded secret",
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summary="hardcoded secret",
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),
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=15,
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vuln_type="weak_authentication",
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severity="medium",
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confidence=0.65,
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evidence="static token",
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summary="weak auth",
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),
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_action(action_type="submit_final_report"),
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]
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spam_actions = [
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_action(action_type="inspect_file", filename="app/routes.py"),
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=8,
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vuln_type="sql_injection",
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severity="high",
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confidence=0.8,
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evidence="sql injection",
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summary="sql injection",
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),
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=8,
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vuln_type="sql_injection",
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severity="high",
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confidence=0.95,
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evidence="duplicate #1",
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summary="duplicate #1",
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),
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=8,
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vuln_type="sql_injection",
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severity="high",
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confidence=0.99,
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evidence="duplicate #2",
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summary="duplicate #2",
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),
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_action(
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action_type="submit_finding",
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filename="app/routes.py",
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line_start=2,
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vuln_type="xss",
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severity="critical",
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confidence=1.0,
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evidence="intentional false positive",
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summary="intentional false positive",
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),
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_action(action_type="submit_final_report"),
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]
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strong_score, _ = _run_actions("easy", strong_actions)
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spam_score, _ = _run_actions("easy", spam_actions)
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assert strong_score > spam_score
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assert spam_score < 0.6
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def test_medium_and_hard_tasks_support_successful_completion() -> None:
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medium_actions = [
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_action(action_type="inspect_file", filename="service/webhook.py"),
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_action(action_type="inspect_file", filename="service/export.py"),
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_action(action_type="inspect_file", filename="service/serializers.py"),
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_action(
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action_type="submit_finding",
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filename="service/webhook.py",
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line_start=10,
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vuln_type="weak_authentication",
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severity="medium",
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confidence=0.65,
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evidence="timing unsafe compare",
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summary="signature compare",
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),
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_action(
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action_type="submit_finding",
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filename="service/webhook.py",
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line_start=22,
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vuln_type="weak_authentication",
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severity="high",
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confidence=0.8,
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evidence="debug bypass",
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summary="debug bypass",
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),
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_action(
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action_type="submit_finding",
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filename="service/export.py",
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line_start=8,
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vuln_type="command_injection",
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severity="critical",
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confidence=0.92,
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evidence="os.system with user input",
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summary="command injection",
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),
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_action(
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action_type="submit_finding",
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filename="service/serializers.py",
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line_start=4,
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vuln_type="insecure_deserialization",
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severity="high",
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confidence=0.83,
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evidence="yaml.Loader unsafe",
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summary="unsafe yaml load",
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),
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_action(action_type="submit_final_report"),
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]
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-
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hard_actions = [
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_action(action_type="inspect_file", filename="api/auth.py"),
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_action(action_type="inspect_file", filename="api/files.py"),
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_action(action_type="inspect_file", filename="api/fetcher.py"),
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_action(action_type="inspect_file", filename="api/storage.py"),
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_action(
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action_type="submit_finding",
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filename="api/auth.py",
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line_start=12,
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vuln_type="weak_authentication",
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severity="critical",
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| 288 |
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confidence=0.9,
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| 289 |
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evidence="alg=none token acceptance",
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| 290 |
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summary="jwt none alg",
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| 291 |
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),
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| 292 |
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_action(
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| 293 |
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action_type="submit_finding",
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| 294 |
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filename="api/files.py",
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| 295 |
-
line_start=11,
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| 296 |
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vuln_type="weak_authentication",
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| 297 |
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severity="high",
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| 298 |
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confidence=0.8,
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| 299 |
-
evidence="tenant param controls authorization",
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| 300 |
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summary="idor cross tenant",
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| 301 |
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),
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| 302 |
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_action(
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| 303 |
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action_type="submit_finding",
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| 304 |
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filename="api/fetcher.py",
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| 305 |
-
line_start=4,
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| 306 |
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vuln_type="ssrf",
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| 307 |
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severity="high",
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| 308 |
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confidence=0.8,
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| 309 |
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evidence="requests.get arbitrary URL",
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| 310 |
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summary="ssrf",
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| 311 |
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),
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| 312 |
-
_action(
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| 313 |
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action_type="submit_finding",
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| 314 |
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filename="api/storage.py",
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| 315 |
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line_start=6,
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| 316 |
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vuln_type="path_traversal",
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| 317 |
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severity="critical",
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| 318 |
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confidence=0.9,
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| 319 |
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evidence="path join without normalization",
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| 320 |
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summary="path traversal",
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| 321 |
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),
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| 322 |
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_action(action_type="submit_final_report"),
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| 323 |
-
]
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| 324 |
-
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| 325 |
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medium_score, medium_rewards = _run_actions("medium", medium_actions)
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| 326 |
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hard_score, hard_rewards = _run_actions("hard", hard_actions)
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| 327 |
-
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| 328 |
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assert medium_score >= 0.7
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| 329 |
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assert hard_score >= 0.7
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| 330 |
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assert all(0.0 <= r <= 1.0 for r in medium_rewards)
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| 331 |
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assert all(0.0 <= r <= 1.0 for r in hard_rewards)
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| 332 |
-
|
| 333 |
-
|
| 334 |
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def test_confidence_miscalibration_reduces_partial_progress_rewards() -> None:
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| 335 |
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# Use line offsets that produce partial (not confirmed) matches so confidence
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| 336 |
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# calibration impacts component score and therefore shaped reward.
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| 337 |
-
overconfident_actions = [
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_action(action_type="inspect_file", filename="app/routes.py"),
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| 339 |
-
_action(
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| 340 |
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action_type="submit_finding",
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| 341 |
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filename="app/routes.py",
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| 342 |
-
line_start=13,
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| 343 |
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vuln_type="sql_injection",
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| 344 |
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severity="high",
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| 345 |
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confidence=1.0,
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| 346 |
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evidence="near miss with inflated confidence #1",
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| 347 |
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summary="near miss #1",
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-
),
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| 349 |
-
_action(
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action_type="submit_finding",
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| 351 |
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filename="app/config.py",
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| 352 |
-
line_start=1,
|
| 353 |
-
vuln_type="hardcoded_secret",
|
| 354 |
-
severity="high",
|
| 355 |
-
confidence=1.0,
|
| 356 |
-
evidence="near miss with inflated confidence #2",
|
| 357 |
-
summary="near miss #2",
|
| 358 |
-
),
|
| 359 |
-
_action(
|
| 360 |
-
action_type="submit_finding",
|
| 361 |
-
filename="app/routes.py",
|
| 362 |
-
line_start=20,
|
| 363 |
-
vuln_type="weak_authentication",
|
| 364 |
-
severity="medium",
|
| 365 |
-
confidence=1.0,
|
| 366 |
-
evidence="near miss with inflated confidence #3",
|
| 367 |
-
summary="near miss #3",
|
| 368 |
-
),
|
| 369 |
-
_action(action_type="submit_final_report"),
|
| 370 |
-
]
|
| 371 |
-
|
| 372 |
-
calibrated_actions = [
|
| 373 |
-
_action(action_type="inspect_file", filename="app/routes.py"),
|
| 374 |
-
_action(
|
| 375 |
-
action_type="submit_finding",
|
| 376 |
-
filename="app/routes.py",
|
| 377 |
-
line_start=13,
|
| 378 |
-
vuln_type="sql_injection",
|
| 379 |
-
severity="high",
|
| 380 |
-
confidence=0.8,
|
| 381 |
-
evidence="near miss with calibrated confidence #1",
|
| 382 |
-
summary="near miss #1",
|
| 383 |
-
),
|
| 384 |
-
_action(
|
| 385 |
-
action_type="submit_finding",
|
| 386 |
-
filename="app/config.py",
|
| 387 |
-
line_start=1,
|
| 388 |
-
vuln_type="hardcoded_secret",
|
| 389 |
-
severity="high",
|
| 390 |
-
confidence=0.8,
|
| 391 |
-
evidence="near miss with calibrated confidence #2",
|
| 392 |
-
summary="near miss #2",
|
| 393 |
-
),
|
| 394 |
-
_action(
|
| 395 |
-
action_type="submit_finding",
|
| 396 |
-
filename="app/routes.py",
|
| 397 |
-
line_start=20,
|
| 398 |
-
vuln_type="weak_authentication",
|
| 399 |
-
severity="medium",
|
| 400 |
-
confidence=0.65,
|
| 401 |
-
evidence="near miss with calibrated confidence #3",
|
| 402 |
-
summary="near miss #3",
|
| 403 |
-
),
|
| 404 |
-
_action(action_type="submit_final_report"),
|
| 405 |
-
]
|
| 406 |
-
|
| 407 |
-
overconf_score, overconf_rewards = _run_actions("easy", overconfident_actions)
|
| 408 |
-
calibrated_score, calibrated_rewards = _run_actions("easy", calibrated_actions)
|
| 409 |
-
|
| 410 |
-
assert sum(calibrated_rewards) > sum(overconf_rewards)
|
| 411 |
-
assert calibrated_score >= overconf_score
|
| 412 |
-
|
| 413 |
-
|
| 414 |
-
def test_step_limit_stalling_strategy_auto_finalizes_with_low_score() -> None:
|
| 415 |
-
env = CodeSecurityAuditorEnvironment(default_task_id="easy")
|
| 416 |
-
obs = env.reset(task_id="easy")
|
| 417 |
-
|
| 418 |
-
# Repeatedly inspect the same non-critical pattern to simulate stalling.
|
| 419 |
-
while not obs.done:
|
| 420 |
-
obs = env.step(_action(action_type="inspect_file", filename="app/db.py"))
|
| 421 |
-
|
| 422 |
-
assert obs.done is True
|
| 423 |
-
assert 0.0 <= float(obs.reward or 0.0) <= 1.0
|
| 424 |
-
assert float(obs.reward or 0.0) < 0.5
|
| 425 |
-
assert "Max steps reached" in obs.last_feedback
|
| 426 |
-
|
| 427 |
-
|
| 428 |
-
def test_repeated_duplicate_confirmed_findings_reduce_quality_multiplier() -> None:
|
| 429 |
-
env = CodeSecurityAuditorEnvironment(default_task_id="easy")
|
| 430 |
-
env.reset(task_id="easy")
|
| 431 |
-
|
| 432 |
-
first = env.step(
|
| 433 |
-
_action(
|
| 434 |
-
action_type="submit_finding",
|
| 435 |
-
filename="app/routes.py",
|
| 436 |
-
line_start=8,
|
| 437 |
-
vuln_type="sql_injection",
|
| 438 |
-
severity="high",
|
| 439 |
-
confidence=0.8,
|
| 440 |
-
evidence="correct first finding",
|
| 441 |
-
summary="correct first finding",
|
| 442 |
-
)
|
| 443 |
-
)
|
| 444 |
-
qm_after_first = float(first.metadata["quality_multiplier"])
|
| 445 |
-
|
| 446 |
-
second = env.step(
|
| 447 |
-
_action(
|
| 448 |
-
action_type="submit_finding",
|
| 449 |
-
filename="app/routes.py",
|
| 450 |
-
line_start=8,
|
| 451 |
-
vuln_type="sql_injection",
|
| 452 |
-
severity="high",
|
| 453 |
-
confidence=0.95,
|
| 454 |
-
evidence="duplicate second",
|
| 455 |
-
summary="duplicate second",
|
| 456 |
-
)
|
| 457 |
-
)
|
| 458 |
-
qm_after_second = float(second.metadata["quality_multiplier"])
|
| 459 |
-
|
| 460 |
-
third = env.step(
|
| 461 |
-
_action(
|
| 462 |
-
action_type="submit_finding",
|
| 463 |
-
filename="app/routes.py",
|
| 464 |
-
line_start=8,
|
| 465 |
-
vuln_type="sql_injection",
|
| 466 |
-
severity="high",
|
| 467 |
-
confidence=1.0,
|
| 468 |
-
evidence="duplicate third",
|
| 469 |
-
summary="duplicate third",
|
| 470 |
-
)
|
| 471 |
-
)
|
| 472 |
-
qm_after_third = float(third.metadata["quality_multiplier"])
|
| 473 |
-
|
| 474 |
-
assert qm_after_second < qm_after_first
|
| 475 |
-
assert qm_after_third < qm_after_second
|
| 476 |
-
assert int(third.metadata["duplicate_submission_count"]) >= 2
|
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|
tests/test_grader_and_env.py
DELETED
|
@@ -1,63 +0,0 @@
|
|
| 1 |
-
from __future__ import annotations
|
| 2 |
-
|
| 3 |
-
from code_security_auditor_env.models import CodeSecurityAction
|
| 4 |
-
from code_security_auditor_env.server.grader import evaluate_finding
|
| 5 |
-
from code_security_auditor_env.server.security_environment import CodeSecurityAuditorEnvironment
|
| 6 |
-
from code_security_auditor_env.server.tasks import get_task
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
def test_grader_deterministic_easy_match() -> None:
|
| 10 |
-
task = get_task("easy")
|
| 11 |
-
first = task.vulnerabilities[0]
|
| 12 |
-
|
| 13 |
-
eval_a = evaluate_finding(
|
| 14 |
-
task=task,
|
| 15 |
-
filename=first.filename,
|
| 16 |
-
vuln_type=first.vuln_type,
|
| 17 |
-
severity=first.severity,
|
| 18 |
-
line_start=first.line,
|
| 19 |
-
line_end=first.line,
|
| 20 |
-
confidence=0.8,
|
| 21 |
-
matched_already=[],
|
| 22 |
-
)
|
| 23 |
-
eval_b = evaluate_finding(
|
| 24 |
-
task=task,
|
| 25 |
-
filename=first.filename,
|
| 26 |
-
vuln_type=first.vuln_type,
|
| 27 |
-
severity=first.severity,
|
| 28 |
-
line_start=first.line,
|
| 29 |
-
line_end=first.line,
|
| 30 |
-
confidence=0.8,
|
| 31 |
-
matched_already=[],
|
| 32 |
-
)
|
| 33 |
-
|
| 34 |
-
assert eval_a == eval_b
|
| 35 |
-
assert eval_a.is_confirmed_match
|
| 36 |
-
assert 0.0 <= eval_a.component_score <= 1.0
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
def test_env_final_score_in_unit_interval() -> None:
|
| 40 |
-
env = CodeSecurityAuditorEnvironment(default_task_id="easy")
|
| 41 |
-
obs = env.reset(task_id="easy")
|
| 42 |
-
assert obs.task_id == "easy"
|
| 43 |
-
|
| 44 |
-
obs = env.step(CodeSecurityAction(action_type="inspect_file", filename="app/routes.py"))
|
| 45 |
-
assert 0.0 <= float(obs.reward or 0.0) <= 1.0
|
| 46 |
-
|
| 47 |
-
obs = env.step(
|
| 48 |
-
CodeSecurityAction(
|
| 49 |
-
action_type="submit_finding",
|
| 50 |
-
filename="app/routes.py",
|
| 51 |
-
line_start=8,
|
| 52 |
-
vuln_type="sql_injection",
|
| 53 |
-
severity="high",
|
| 54 |
-
confidence=0.85,
|
| 55 |
-
evidence="user id interpolated in SQL",
|
| 56 |
-
summary="SQL injection in get_user",
|
| 57 |
-
)
|
| 58 |
-
)
|
| 59 |
-
assert 0.0 <= float(obs.reward or 0.0) <= 1.0
|
| 60 |
-
|
| 61 |
-
obs = env.step(CodeSecurityAction(action_type="submit_final_report"))
|
| 62 |
-
assert obs.done is True
|
| 63 |
-
assert 0.0 <= float(obs.reward or 0.0) <= 1.0
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