| { |
| "id": "single-software-execution--cli--floris--task-12--ubuntu", |
| "snapshot": "FLORIS4.6.4", |
| "instruction": "Start from an uncertainty-analysis template `/home/user/Desktop/uncertain_base.py`. Use Python with `floris==4.6.4`. Before starting the work, 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.\n\nWork from the command line. Build two `nrel_5MW` turbines at `layout_x=[0,630]`, `layout_y=[0,0]` with wind direction `270 deg`, wind speed `8 m/s`, and turbulence intensity `0.06`. Write `/home/user/Desktop/uncertain.py`: optimize yaw once with a standard `FlorisModel` and once with an independently initialized `UncertainFlorisModel(configuration, wd_std=5.0)`, using `YawOptimizationSR` with bounds `[-30,30] deg` and `Ny_passes=[3,4]`. Then use an uncertainty model with `wd_std=5.0` to evaluate the expected farm power of the deterministic strategy's yaw angles and the uncertainty-optimized strategy's yaw angles. Execute the script and write `/home/user/Desktop/summary.txt` as `deterministic_yaw_t0, uncertain_yaw_t0, deterministic_strategy_expected_power_kw, uncertain_strategy_expected_power_kw`. Do not use a GUI.", |
| "source": "https://github.com/NatLabRockies/floris", |
| "config": [ |
| { |
| "type": "upload_file", |
| "parameters": { |
| "files": [ |
| { |
| "local_path": "task-12/init_file/uncertain_base.py", |
| "path": "/home/user/Desktop/uncertain_base.py" |
| } |
| ] |
| } |
| } |
| ], |
| "trajectory": "trajectories/", |
| "related_apps": [ |
| "floris" |
| ], |
| "artifact_paths": [ |
| "/home/user/Desktop/summary.txt", |
| "/home/user/Desktop/uncertain.py" |
| ], |
| "evaluator": { |
| "postconfig": [ |
| { |
| "type": "upload_file", |
| "parameters": { |
| "files": [ |
| { |
| "local_path": "task-12/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" |
| } |
|
|
