test: add test for auto-flip computation for all components
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@@ -71,3 +71,36 @@ def test_compute_flip_direction_insufficient_data():
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}
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assert compute_flip_direction(1, party_scores) is False
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assert compute_flip_direction(1, party_scores) is False
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def test_auto_flip_computation_for_all_components():
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"""Test that flip directions are computed correctly for all components."""
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from analysis.svd_labels import compute_flip_direction
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# Simulate party scores for 10 components
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# Right parties should have positive scores on component 1 (EU-integratie)
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# Left parties should have negative scores on component 1
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party_scores = {
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"VVD": [0.5] * 10, # Right party, positive on all components
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"PVV": [0.8] * 10, # Right party
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"SP": [-0.6] * 10, # Left party, negative on all components
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"DENK": [-0.4] * 10, # Left party
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}
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# For all components, right_mean > left_mean, so flip should be False
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for comp in range(1, 11):
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flip = compute_flip_direction(comp, party_scores)
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assert flip is False, f"Component {comp} should not flip"
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# Now test with right parties on left (negative scores)
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party_scores_left = {
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"VVD": [-0.5] * 10,
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"PVV": [-0.8] * 10,
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"SP": [0.6] * 10,
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"DENK": [0.4] * 10,
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}
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# For all components, right_mean < left_mean, so flip should be True
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for comp in range(1, 11):
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flip = compute_flip_direction(comp, party_scores_left)
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assert flip is True, f"Component {comp} should flip"
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