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genre counts in SQL

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CC
2026-09-01 23:04:24 +01:00
parent d2ff44e5d5
commit fdc4725ca3
1 changed files with 9 additions and 5 deletions
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14
main.py
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@@ -28,14 +28,18 @@ def fetch_titles_and_genres(engine: Engine) -> pd.DataFrame:
query = """SELECT title, genres FROM audiobookshelf.ao3;"""
return run_query(engine, query)
def count_genre_occurrences(data: pd.DataFrame, column: str = "genres") -> pd.Series:
"""Count how many times each genre appears across all titles."""
return data.explode(column)[column].value_counts()
def count_genre_occurrences(engine: Engine) -> pd.DataFrame:
"""Count how many times each genre appears across all titles in SQL before returning."""
query = """SELECT genre, COUNT(*)
FROM audiobookshelf.ao3, unnest(genres) AS genre
GROUP BY genre
ORDER BY COUNT(*) DESC;"""
return run_query(engine, query)
def main():
engine = get_engine()
data = fetch_titles_and_genres(engine)
genre_counts = count_genre_occurrences(data)
#data = fetch_titles_and_genres(engine)
genre_counts = count_genre_occurrences(engine)
print(genre_counts)
# print(data.head())