SimonBlanke /
Hyperactive
| @@ 74-94 (lines=21) @@ | ||
| 71 | assert int(len(results) / n_jobs) != len(no_dup) |
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| 72 | ||
| 73 | ||
| 74 | def test_random_state_n_jobs_2(): |
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| 75 | """Test random state behavior with n_jobs=4.""" |
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| 76 | n_jobs = 4 |
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| 77 | ||
| 78 | hyper = Hyperactive() |
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| 79 | hyper.add_search( |
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| 80 | objective_function, |
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| 81 | search_space, |
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| 82 | n_iter=5, |
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| 83 | initialize={"random": 1}, |
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| 84 | random_state=1, |
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| 85 | n_jobs=n_jobs, |
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| 86 | ) |
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| 87 | hyper.run() |
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| 88 | ||
| 89 | results = hyper.search_data(objective_function) |
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| 90 | ||
| 91 | no_dup = results.drop_duplicates(subset=list(search_space.keys())) |
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| 92 | print("no_dup", no_dup) |
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| 93 | print("results", results) |
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| 94 | ||
| 95 | assert int(len(results) / n_jobs) != len(no_dup) |
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| 96 | ||
| 97 | ||
| @@ 50-70 (lines=21) @@ | ||
| 47 | assert int(len(results) / n_jobs) != len(no_dup) |
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| 48 | ||
| 49 | ||
| 50 | def test_random_state_n_jobs_1(): |
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| 51 | """Test random state behavior with n_jobs=3.""" |
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| 52 | n_jobs = 3 |
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| 53 | ||
| 54 | hyper = Hyperactive() |
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| 55 | hyper.add_search( |
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| 56 | objective_function, |
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| 57 | search_space, |
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| 58 | n_iter=5, |
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| 59 | initialize={"random": 1}, |
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| 60 | random_state=1, |
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| 61 | n_jobs=n_jobs, |
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| 62 | ) |
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| 63 | hyper.run() |
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| 64 | ||
| 65 | results = hyper.search_data(objective_function) |
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| 66 | ||
| 67 | no_dup = results.drop_duplicates(subset=list(search_space.keys())) |
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| 68 | print("no_dup", no_dup) |
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| 69 | print("results", results) |
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| 70 | ||
| 71 | assert int(len(results) / n_jobs) != len(no_dup) |
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| 72 | ||
| 73 | ||
