088f8ebb69e21c7759af44c6d207a266f4a5d175,python/ray/tune/examples/dragonfly_example.py,,,#,32

Before Change

        },
    }

    domain_vars = [{
        "name": "LiNO3_vol",
        "type": "float",
        "min": 0,
        "max": 7
    }, {
        "name": "Li2SO4_vol",
        "type": "float",
        "min": 0,
        "max": 7
    }, {
        "name": "NaClO4_vol",
        "type": "float",
        "min": 0,
        "max": 7
    }]

    domain_config = load_config({"domain": domain_vars})

    func_caller = EuclideanFunctionCaller(
        None, domain_config.domain.list_of_domains[0])
    optimizer = EuclideanGPBandit(func_caller, ask_tell_mode=True)
    algo = DragonflySearch(optimizer, metric="objective", mode="max")
    scheduler = AsyncHyperBandScheduler(metric="objective", mode="max")
    tune.run(
        objective,

After Change

    tune_kwargs = {
        "num_samples": 10 if args.smoke_test else 50,
        "config": {
            "iterations": 100,
            "LiNO3_vol": tune.uniform(0, 7),
            "Li2SO4_vol": tune.uniform(0, 7),
            "NaClO4_vol": tune.uniform(0, 7)
        },
    }

    // Optional: Pass the parameter space yourself

Instances