Hugging Face's logo

Spaces:
Veer15
/
openenv-distributed-systems-debugging
Sleeping

App Files Community
openenv-distributed-systems-debugging
File size: 2,218 Bytes
b641d3d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
name: distributed-systems-debug-env
version: "1.0.0"
description: >
  An RL environment for debugging a distributed job processing pipeline with
  five deterministic fault scenarios: cascading timeout, byzantine queue fault,
  distributed lock starvation, backpressure cascade, and route partition.
author: Team Rocket
tags:
  - openenv
  - distributed-systems
  - debugging
  - reinforcement-learning

reward_range: [0.0, 1.0]

tasks:
  - name: cascading-timeout
    description: Synchronous upstream delay exceeds gateway timeout.
    difficulty: easy
    max_steps: 15

  - name: byzantine-queue-fault
    description: Poison pill message causes worker parse crash-loop.
    difficulty: medium
    max_steps: 18

  - name: distributed-lock-starvation
    description: Stale distributed lock prevents queue consumption.
    difficulty: hard
    max_steps: 20

  - name: backpressure-cascade
    description: Consumer throughput lower than producer enqueue rate.
    difficulty: hard
    max_steps: 20

  - name: route-partition
    description: Route policy blocks gateway to redis communication.
    difficulty: hard
    max_steps: 20

  - name: registry-corruption
    description: Gateway reloads a corrupted auth registry entry and fails requests.
    difficulty: medium
    max_steps: 18

  - name: job-generator-runaway
    description: Runaway enqueue rate overwhelms worker throughput and grows backlog.
    difficulty: hard
    max_steps: 20

observation_space:
  type: object
  properties:
    command_output:
      type: string
    metrics:
      type: object
      properties:
        gateway_success_rate:
          type: number
          minimum: 0.0
          maximum: 1.0
        gateway_p99_latency_ms:
          type: number
          minimum: 0.0
        queue_depth:
          type: integer
          minimum: 0
        worker_restart_count:
          type: integer
          minimum: 0
        consumer_stall_count:
          type: integer
          minimum: 0
    process_status:
      type: object
      additionalProperties:
        type: string

action_space:
  type: object
  properties:
    command:
      type: string
      description: Single bash command executed in the debug sandbox.