| { |
| "id": "single-software-execution--cli--floris--task-09--ubuntu", |
| "snapshot": "FLORIS4.6.4", |
| "instruction": "Using FLORIS 4.6.4 from the command line, optimize a four-turbine layout. FLORIS is provided as the Python `floris` package at `/home/user/.local/lib/python3.12/site-packages/floris`; run the workflow from Python rather than looking for a separate desktop program. Start at `layout_x=[0,500,0,500] m` and `layout_y=[0,0,500,500] m` with four `nrel_5MW` turbines. Use wind directions `[270,280,290] deg`, wind speeds `[8,8,8] m/s`, turbulence intensities `[0.06,0.06,0.06]`, and frequencies `[0.5,0.3,0.2]`. Constrain every turbine to the polygon `(-100,-100),(600,-100),(600,600),(-100,600)` and require minimum pairwise spacing `378 m`. Write `/home/user/Desktop/layout_opt.py` using `LayoutOptimizationScipy` or another constrained SciPy method. Compute frequency-weighted AEP before and after optimization, verify the constraints, and write the four optimized coordinates to `/home/user/Desktop/optimized_layout.csv` with header `x,y`. Write `/home/user/Desktop/summary.txt` as `initial_aep_gwh, optimized_aep_gwh, min_spacing_m`. The submitted layout must have AEP at least 2% above the initial layout; exact coordinates may vary. Execute the script. Do not use a GUI.", |
| "source": "https://github.com/NatLabRockies/floris", |
| "config": [ |
| { |
| "type": "upload_file", |
| "parameters": { |
| "files": [ |
| { |
| "local_path": "task-09/init_file/layout_opt_base.py", |
| "path": "/home/user/Desktop/layout_opt_base.py" |
| } |
| ] |
| } |
| } |
| ], |
| "trajectory": "trajectories/", |
| "related_apps": [ |
| "floris" |
| ], |
| "artifact_paths": [ |
| "/home/user/Desktop/layout_opt.py", |
| "/home/user/Desktop/optimized_layout.csv", |
| "/home/user/Desktop/summary.txt" |
| ], |
| "evaluator": { |
| "postconfig": [ |
| { |
| "type": "upload_file", |
| "parameters": { |
| "files": [ |
| { |
| "local_path": "task-09/eval.py", |
| "path": "/home/user/Desktop/eval.py" |
| }, |
| { |
| "local_path": "eval_utils.py", |
| "path": "/home/user/Desktop/eval_utils.py" |
| } |
| ] |
| } |
| } |
| ], |
| "func": "exact_match", |
| "result": { |
| "type": "vm_command_line", |
| "command": "python3 /home/user/Desktop/eval.py", |
| "shell": "true" |
| }, |
| "expected": { |
| "type": "rule", |
| "rules": { |
| "expected": "True\n" |
| } |
| } |
| }, |
| "proxy": false, |
| "fixed_ip": false, |
| "possibility_of_env_change": "low" |
| } |
|
|
