test: add test for auto-flip computation for all components

main
Sven Geboers 4 weeks ago
parent ed2b4c1fae
commit fa019d8a9c
  1. 33
      tests/test_svd_labels.py

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

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