RootCauseArena / tasks_v2 /__init__.py
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Initial V3 release for Hugging Face Space: RootCauseArena
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"""Task configs for V2. Root cause is explicitly defined."""
TASKS = {
"easy": {
"description": "DB down. Clear symptoms. No active misleading cascades.",
"difficulty": "easy",
"root_cause": "database",
"optimal_steps": 2, # 1 inspect + 1 repair (takes 2 steps to heal) -> 3 steps total if repair counted as 1, let's say 3
"max_steps": 10,
"initial_state": {
"database": {"status": "down"},
"api": {"status": "healthy"},
"cache": {"status": "healthy"},
"queue": {"status": "healthy"}
}
},
"medium": {
"description": "Cache down. Queue is overloaded (passive degradation). API is randomly degraded to mislead.",
"difficulty": "medium",
"root_cause": "cache",
"optimal_steps": 4, # 1 inspect + 1 repair (cache) + wait 2 loops + 1 repair API (since it was pre-existing)
"max_steps": 15,
"initial_state": {
"database": {"status": "healthy"},
"api": {"status": "degraded"}, # Misleading symptom, not caused by Cache
"cache": {"status": "down"}, # Root cause
"queue": {"status": "degraded"} # Cascade from cache
}
},
"hard": {
"description": "DB down. Full cascading failure. High queue load, degraded API.",
"difficulty": "hard",
"root_cause": "database",
"optimal_steps": 4, # inspect + repair DB + 2 wait steps
"max_steps": 20,
"initial_state": {
"database": {"status": "down"},
"api": {"status": "down"}, # Cascade from DB
"cache": {"status": "healthy"},
"queue": {"status": "degraded"} # Cascade from DB
}
},
"multi_root": {
"description": "BOTH Database and Queue failed independently. High complexity.",
"difficulty": "extreme",
"root_cause": ["database", "queue"],
"optimal_steps": 6,
"max_steps": 25,
"initial_state": {
"database": {"status": "down"},
"api": {"status": "degraded"}, # Cascade from DB
"cache": {"status": "healthy"},
"queue": {"status": "down"} # Independent failure
}
}
}