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3ef7678 b621598 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 | name: repair-strategy-system-v2
version: "2.0.0"
description: >
A deterministic environment that simulates a distributed system with hidden state.
Agents must infer root causes from metrics and ambiguous logs.
Enforces cascading failures, delayed recovery, and action costs.
environment:
module: env_v2
class: RepairEnvV2
seed: 42
tasks:
- id: easy
description: "Database failure with clear symptoms. Single root cause."
max_steps: 10
optimal_steps: 3
- id: medium
description: "Cache failure and passive queue degradation. Misleading symptoms."
max_steps: 15
optimal_steps: 5
- id: hard
description: "Full cascading failure starting from DB. API and Queue both impacted."
max_steps: 20
optimal_steps: 7
- id: multi_root
description: "Independent failures in both DB and Queue. High complexity."
max_steps: 25
optimal_steps: 10
action_space:
type: structured
model: models_v2.Action
fields:
action_type:
type: enum
values:
- restart_service
- scale_up
- clear_cache
- repair_database
- inspect_database
- inspect_api
- inspect_cache
- inspect_queue
- no_op
target:
type: enum
values:
- database
- api
- cache
- queue
observation_space:
type: structured
model: models_v2.SymptomObservation
fields:
metrics:
type: dict
description: "Map of component name to its metrics (latency, error_rate, etc.)"
logs:
type: list
description: "List of highly ambiguous log entries from various components"
step_count:
type: int
max_steps:
type: int
inspections_remaining:
type: int
description: "Counter for free inspections (first 3 are free)"
reward:
model: models_v2.Reward
range: [-5.0, 10.0]
description: >
Dense reward: +1.5 for root cause repair started, +0.5 for symptom improvement,
-1.0 for wrong component targeted, +5.0 terminal bonus, -0.2 step penalty.
Includes Action Costs (V3): e.g., -0.5 for DB/Scale, -0.2 for Restart/Cache.
graders:
module: graders_v2
function: grade_v2
baseline:
module: baseline_v2
function: run_task
server:
host: "0.0.0.0"
port: 7860
endpoints:
- path: /tasks
method: GET
- path: /grader
method: POST
- path: /baseline
method: GET
- path: /diagnose
method: POST
description: "Submit a theoretical diagnosis for immediate feedback"
- path: /reset
method: POST
- path: /step
method: POST
- path: /state
method: GET
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