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synced 2025-12-06 01:18:52 -06:00
Store cuts and lazy constraints as JSON in H5
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@@ -28,17 +28,17 @@ def test_mem_component_gp(
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clf.fit.assert_called()
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x, y = clf.fit.call_args.args
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assert x.shape == (3, 50)
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assert y.shape == (3, 415)
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assert y.shape == (3, 412)
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y = y.tolist()
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assert y[0][:20] == [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
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assert y[1][:20] == [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
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assert y[2][:20] == [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1]
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assert y[0][40:50] == [1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
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assert y[1][40:50] == [1, 1, 0, 1, 1, 1, 1, 1, 1, 1]
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assert y[2][40:50] == [1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
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# Should store violations
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assert comp.constrs_ is not None
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assert comp.n_features_ == 50
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assert comp.n_targets_ == 415
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assert len(comp.constrs_) == 415
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assert comp.n_targets_ == 412
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assert len(comp.constrs_) == 412
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# Call before-mip
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stats: Dict[str, Any] = {}
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@@ -52,7 +52,7 @@ def test_mem_component_gp(
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# Should set cuts_aot_
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assert model.cuts_aot_ is not None
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assert len(model.cuts_aot_) == 285
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assert len(model.cuts_aot_) == 256
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def test_usage_stab(
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