SimonBlanke / Hyperactive

        print("Model data not found in memory")

def merge_model_IDs(model1, model2):

    # do checks if search space has same dim

    with open(meta_path + "model_connections.json") as f:

        data = json.load(f)

    model1_hash = _get_model_hash(model1)

    model2_hash = _get_model_hash(model2)

    if model1_hash in data:

        key_model = model1_hash

        value_model = model2_hash

        data = _connect_key2value(data, key_model, value_model)

    elif model2_hash in data:

        key_model = model2_hash

        value_model = model1_hash

        data = _connect_key2value(data, key_model, value_model)

    else:

        data[model1_hash] = [model2_hash]

        print("IDs successfully connected")

    with open(meta_path + "model_connections.json", "w") as f:

        json.dump(data, f, indent=4)

def _connect_key2value(data, key_model, value_model):

    return data

def split_model_IDs(model1, model2):

    # TODO: do checks if search space has same dim

    with open(meta_path + "model_connections.json") as f:

        data = json.load(f)

    model1_hash = _get_model_hash(model1)

    model2_hash = _get_model_hash(model2)

    if model1_hash in data:

        key_model = model1_hash

        value_model = model2_hash

        data = _split_key_value(data, key_model, value_model)

    elif model2_hash in data:

        key_model = model2_hash

        value_model = model1_hash

        data = _split_key_value(data, key_model, value_model)

    else:

        print("IDs of models are not connected")

    with open(meta_path + "model_connections.json", "w") as f:

        json.dump(data, f, indent=4)

def _get_file_path(model, X, y):