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22328de | 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 | name: OpenDataOpsEnv
version: "1.1.0"
description: >
DataOps incident-response environment. Agents query SQLite databases,
remove NULL data, mask PII, and repair broken SQL pipelines.
All schemas and data are dynamically generated per episode via seeded Faker — zero hardcoding.
domain: "Data Engineering / DataOps"
tags: ["openenv", "dataops", "sql", "pii", "data-quality", "pipeline-repair"]
action_space:
type: "JSON Union"
schema_endpoint: "/tasks"
action_types: ["query", "ddl", "test", "submit"]
observation_space:
type: "JSON"
max_steps_per_episode: 20
tasks:
- id: 1
name: "Data Cleaning"
difficulty: "easy"
- id: 2
name: "PII Masking"
difficulty: "medium"
- id: 3
name: "Pipeline Repair"
difficulty: "hard"
endpoints:
reset: "POST /reset"
step: "POST /step"
state: "GET /state"
grader: "GET /grader"
tasks: "GET /tasks"
baseline: "POST /baseline"
baseline_scores:
task_1:
seed: 42
model: llama-3.3-70b-versatile
score: 1.0000
date: 2026-04-06
task_2:
seed: 99
model: llama-3.3-70b-versatile
score: 0.6136
date: 2026-04-06
task_3:
seed: 777
model: llama-3.3-70b-versatile
score: 0.9250
date: 2026-04-06
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