{
  "repo": "pingcap/balsa",
  "binary": "run",
  "binary_path": "run.py",
  "surface_kind": "cli_tool",
  "type": "cli_tool",
  "extensions": {
    "notes": [
      "run.py is the main absl CLI for end-to-end Balsa experiments."
    ]
  },
  "services": [
    {
      "name": "BalsaRunCLI",
      "package": "run.py",
      "methods": [
        {
          "name": "python run.py --run <name> [--local]",
          "name_key": "BalsaRunCLI.Execute",
          "input": "experiment config name plus local-execution switch",
          "output": "BalsaAgent runs query planning, execution, and training iterations",
          "type": "cli"
        }
      ]
    }
  ]
}