Update app.py

app.py

@@ -64,10 +64,19 @@ with st.expander("Search and filter recipes"):
 
 with st.expander("Home bar"):
     # input home bar
-    bar_dict = [{"ingredient":"bourbon", "have": False}, {"ingredient":"gin", "have": False}, {"ingredient":"vodka", "have": False}]
+    bar_dict = [{"ingredient":"rye", "have": False}, {"ingredient":"simple syrup", "have": False}, {"ingredient":"angostura bitters", "have": False}]
     bar_df = pd.DataFrame(bar_dict)
-    st.data_editor(bar_df)
+    st.data_editor(bar_df, hide_index=True)
 
-st.header("Recipes:")
-filter_all = list(set(filter_name) & set(filter_ingredient) & set(filter_source) & set(filter_type))
+    ingredients_joined = ingredients.join(bar_df.set_index('ingredients'), on='ingredients')
+    ingredients_joined.replace({'have': {True: 1, False: 0}}, inplace=True)
+    pivot = ingredients_joined.groupby('name').agg(sum_needs_ingredients=('have', 'count'), sum_has_ingredients=('have', 'sum')).reset_index()
+    filter_1 = (pivot['sum_has_ingredients'] > 0) & (pivot['sum_needs_ingredients'] > 0)
+    filter_2 = pivot['sum_needs_ingredients'] == pivot['sum_has_ingredients']
+    filter_all = filter_1 & filter_2
+    filter_bar = pivot.loc[filter_all, 'name'].to_list()
+    
+
+st.header("Recipes")
+filter_all = list(set(filter_name) & set(filter_ingredient) & set(filter_source) & set(filter_type) & set(filter_bar))
 st.dataframe(recipes[recipes['name'].isin(filter_all)], hide_index=True)