initial commit of project

evaluation/find_ground_truth_ingredients.py

@@ -0,0 +1,28 @@
+import json
+import random
+
+def main():
+    data_path = "data/"
+    ingredients_path = "mult_ingredients_nice.json"
+    with open(data_path + ingredients_path, "r") as whole_json_file:
+        all_ingredients = json.load(whole_json_file)
+
+    rare = []
+    frequent = []
+    for ingredient in all_ingredients.keys():
+        if all_ingredients[ingredient] >= 1000:
+            frequent.append(ingredient)
+        elif all_ingredients[ingredient] >= 100 and all_ingredients[ingredient] <= 200:
+            rare.append(ingredient)
+
+    picked_rare = random.sample(rare, 10)
+    picked_frequent = random.sample(frequent, 10)
+
+    print("rare: ")
+    print(picked_rare)
+    print("\nfrequent: ")
+    print(picked_frequent)
+
+
+
+main()