import matplotlib.pyplot as plt
from service.wms_ingredients_service import WmsIngredientsService

service = WmsIngredientsService()
df = service.get_monthly_weight_df()

plt.figure(figsize=(12, 6))
plt.plot(df["month"], df["total_weight"], marker="o")
plt.title("Monthly Net Weight Statistics")
plt.xlabel("Month")
plt.ylabel("Total Net Weight")
plt.grid(True)
plt.xticks(rotation=45)
plt.tight_layout()
plt.show()