Analyse des têtes dual-face

scripts/compute_minifig_head_faces.py

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+"""Calcule les têtes dual-face des minifigs et leurs agrégats."""
+
+from pathlib import Path
+
+from lib.rebrickable.minifig_head_faces import (
+    aggregate_by_character,
+    aggregate_by_set,
+    aggregate_by_year,
+    build_head_faces,
+    write_csv,
+)
+
+
+MINIFIGS_BY_SET_PATH = Path("data/intermediate/minifigs_by_set.csv")
+PARTS_CATALOG_PATH = Path("data/raw/parts.csv")
+SETS_ENRICHED_PATH = Path("data/intermediate/sets_enriched.csv")
+HEAD_FACES_PATH = Path("data/intermediate/minifig_head_faces.csv")
+HEAD_FACES_BY_YEAR_PATH = Path("data/intermediate/minifig_head_faces_by_year.csv")
+HEAD_FACES_BY_SET_PATH = Path("data/intermediate/minifig_head_faces_by_set.csv")
+HEAD_FACES_BY_CHARACTER_PATH = Path("data/intermediate/minifig_head_faces_by_character.csv")
+
+
+def main() -> None:
+    """Construit les listes et agrégats des têtes à visages multiples."""
+    heads = build_head_faces(MINIFIGS_BY_SET_PATH, PARTS_CATALOG_PATH, SETS_ENRICHED_PATH)
+    by_year = aggregate_by_year(heads)
+    by_set = aggregate_by_set(heads)
+    by_character = aggregate_by_character(heads)
+    write_csv(
+        HEAD_FACES_PATH,
+        heads,
+        [
+            "set_num",
+            "set_id",
+            "year",
+            "name",
+            "in_collection",
+            "part_num",
+            "part_name",
+            "fig_num",
+            "known_character",
+            "gender",
+            "is_dual_face",
+        ],
+    )
+    write_csv(
+        HEAD_FACES_BY_YEAR_PATH,
+        by_year,
+        ["year", "total_heads", "dual_heads", "share_dual"],
+    )
+    write_csv(
+        HEAD_FACES_BY_SET_PATH,
+        by_set,
+        ["set_num", "set_id", "name", "year", "in_collection", "total_heads", "dual_heads", "share_dual"],
+    )
+    write_csv(
+        HEAD_FACES_BY_CHARACTER_PATH,
+        by_character,
+        ["known_character", "gender", "total_heads", "dual_heads", "share_dual"],
+    )
+
+
+if __name__ == "__main__":
+    main()

scripts/plot_minifig_head_faces.py

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+"""Trace les graphiques liés aux têtes dual-face."""
+
+from pathlib import Path
+
+from lib.plots.minifig_head_faces import (
+    plot_dual_faces_characters,
+    plot_dual_faces_timeline,
+    plot_dual_faces_top_sets,
+)
+
+
+BY_YEAR_PATH = Path("data/intermediate/minifig_head_faces_by_year.csv")
+BY_SET_PATH = Path("data/intermediate/minifig_head_faces_by_set.csv")
+BY_CHARACTER_PATH = Path("data/intermediate/minifig_head_faces_by_character.csv")
+TIMELINE_DESTINATION = Path("figures/step30/minifig_head_faces_timeline.png")
+TOP_SETS_DESTINATION = Path("figures/step30/minifig_head_faces_top_sets.png")
+CHARACTERS_DESTINATION = Path("figures/step30/minifig_head_faces_characters.png")
+
+
+def main() -> None:
+    """Génère les visuels dual-face."""
+    plot_dual_faces_timeline(BY_YEAR_PATH, TIMELINE_DESTINATION)
+    plot_dual_faces_top_sets(BY_SET_PATH, TOP_SETS_DESTINATION)
+    plot_dual_faces_characters(BY_CHARACTER_PATH, CHARACTERS_DESTINATION)
+
+
+if __name__ == "__main__":
+    main()