{
  "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"
}