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Commit 91a9b57

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Joao Felipe Rocha
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Adding testing to landmark function
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test/test_landmark.py

Lines changed: 16 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -147,7 +147,10 @@ def test_landmark_knn_pygsp_graph():
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def test_landmark_mnn_pygsp_graph():
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n_landmark = 150
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X, sample_idx = generate_swiss_roll()
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# mnn graph
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print(f"Data shape: {X.shape}")
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print(f"n_landmark requested: {n_landmark}")
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G = build_graph(
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X,
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n_landmark=n_landmark,
@@ -159,10 +162,19 @@ def test_landmark_mnn_pygsp_graph():
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sample_idx=sample_idx,
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use_pygsp=True,
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)
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print(f"Graph type: {type(G)}")
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print(f"Has landmark_op: {hasattr(G, 'landmark_op')}")
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if hasattr(G, "landmark_op"):
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print(f"landmark_op shape: {G.landmark_op.shape}")
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# Check if landmarks were actually created
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if hasattr(G, "n_landmark"):
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print(f"G.n_landmark: {G.n_landmark}")
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if hasattr(G, "landmark_indices"):
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print(f"Number of landmark indices: {len(G.landmark_indices)}")
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assert G.landmark_op.shape == (n_landmark, n_landmark)
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assert isinstance(G, graphtools.graphs.MNNGraph)
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assert isinstance(G, graphtools.graphs.LandmarkGraph)
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assert isinstance(G, pygsp.graphs.Graph)
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#####################################################

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