class_docstr: Tests for the algo Hyperband.
class_docstr_tok: ["Tests","for","the","algo","Hyperband","."]
docstr: Test that a new point is sampled.
docstr_tok: ["Test","that","a","new","point","is","sampled","."]
code: def test_suggest_new(
      self,
      monkeypatch,
      hyperband: Hyperband,
      bracket: HyperbandBracket,
      rung_0: RungDict,
      rung_1: RungDict,
      rung_2: RungDict,
  ):
      """Test that a new point is sampled."""
      hyperband.brackets = [bracket]
      assert bracket.owner is hyperband
  
      mock_samples(
          hyperband,
          [create_trial_for_hb(("fidelity", i)) for i in range(10)],
      )
  
      trials = hyperband.suggest(100)
      assert trials is not None
      assert trials[0].params == {"epoch": 1.0, "lr": 0}
      assert trials[1].params == {"epoch": 1.0, "lr": 1}
  
imports: from __future__ import annotations
  import copy
  import logging
  import typing
  from typing import Any, ClassVar, Sequence
  import numpy
  import pytest
  from orion.algo.hyperband import BudgetTuple, Hyperband, HyperbandBracket, RungDict, compute_budgets
  from orion.algo.space import Fidelity, Integer, Real, Space
  from orion.core.utils.flatten import flatten
  from orion.core.worker.primary_algo import SpaceTransform
  from orion.core.worker.trial import Trial
  from orion.testing.algo import BaseAlgoTests, TestPhase
  from orion.testing.trial import compare_trials, create_trial
label_desc: Use image node_id 7 for calling the TestHyperband obj's underlying member method code with example usage: obj.test_suggest_new(monkeypatch, hyperband, bracket, rung_0, rung_1, rung_2) without return types