Datasets:
Tasks:
Other
Languages:
English
Size:
10M<n<100M
ArXiv:
Tags:
job-shop-scheduling
operations-research
scheduling
combinatorial-optimization
benchmark
multi-agent
License:
| # REALM-Bench JSSP (clean) | |
| Four JSON files only — one per tier — with all instances in a **unified schema**. | |
| ## Files | |
| | File | Tier | Instances | Description | | |
| |------|------|-----------|-------------| | |
| | `J1.json` | J1 | 109 | Static benchmarks (DMU, TA, ABZ, SWV, YN) | | |
| | `J2.json` | J2 | 109 | J1 + dynamic disruptions | | |
| | `J3.json` | J3 | 100 | Large-scale static (200×50) | | |
| | `J4.json` | J4 | 100 | Large-scale + disruptions | | |
| ## Top-level structure (each file) | |
| ```json | |
| { | |
| "tier": "J1", | |
| "format_version": "1.0", | |
| "description": "...", | |
| "objective": "minimize_makespan", | |
| "num_instances": 109, | |
| "instances": [ ... ] | |
| } | |
| ``` | |
| ## Instance object (inside `instances`) | |
| ```json | |
| { | |
| "instance_id": "rcmax_50_20_9", | |
| "tier": "J1", | |
| "num_jobs": 50, | |
| "num_machines": 20, | |
| "jobs": [ | |
| [ | |
| {"operation": 1, "machine": 19, "processing_time": 64}, | |
| {"operation": 2, "machine": 16, "processing_time": 34} | |
| ] | |
| ], | |
| "disruptions": [], | |
| "metadata": { | |
| "source_file": "DMU/rcmax_50_20_9.txt", | |
| "benchmark": "DMU", | |
| "objective": "minimize_makespan", | |
| "description": "JSSP Basic (Static)" | |
| } | |
| } | |
| ``` | |
| - **machine** — 1-based machine ID | |
| - **disruptions** — empty for J1/J3; events for J2/J4 | |
| ## Load in Python | |
| ```python | |
| import json | |
| with open("datasets/clean/JSSP/J1.json") as f: | |
| data = json.load(f) | |
| for inst in data["instances"]: | |
| print(inst["instance_id"], inst["num_jobs"], inst["num_machines"]) | |
| ``` | |
| ## Rebuild | |
| ```bash | |
| cd datasets && python3 build_jssp_dataset.py | |
| ``` | |
| Writes only `clean/JSSP/J1.json` … `J4.json`. Re-copy this README after rebuild if needed. | |
| ## Hugging Face | |
| Upload `datasets/clean/JSSP/` to **GloriaGeng/REALM-Bench** on the Hugging Face Hub. | |