Answer with cooking plan and save edamam API tokens
This commit is contained in:
@@ -1,9 +1,11 @@
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import os
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import requests
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from typing import Dict, Any, Optional
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import json
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EDAMAM_APP_ID__FOOD = os.getenv("EDAMAM_APP_ID__FOOD", None)
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EDAMAM_APP_KEY__FOOD = os.getenv("EDAMAM_APP_KEY__FOOD", None)
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SAVE_EDAMAM_API_TOKEN = os.getenv("SAVE_EDAMAM_API_TOKEN", False)
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class EdamamAPI:
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"""Wrapper around Edamam Food Database API 2.0 (Vision & Nutrients)"""
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@@ -14,6 +16,899 @@ class EdamamAPI:
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pass
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def analyze_dish_image(self, image_file_path: str):
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if SAVE_EDAMAM_API_TOKEN:
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return json.loads("""
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{
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"combined": {
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"problems": [],
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"recipe": {
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"calories": 306,
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"cautions": [
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"GLUTEN",
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"WHEAT",
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"MILK",
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"SULFITES",
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"FODMAP"
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],
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"dietLabels": [],
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"healthLabels": [
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"EGG_FREE",
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"PEANUT_FREE",
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"TREE_NUT_FREE",
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"SOY_FREE",
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"FISH_FREE",
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"SHELLFISH_FREE",
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"CRUSTACEAN_FREE",
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"CELERY_FREE",
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"MUSTARD_FREE",
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"SESAME_FREE",
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"LUPINE_FREE",
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"MOLLUSK_FREE",
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"ALCOHOL_FREE"
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],
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"ingredientLines": [
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"90 g (3 oz) Beef chunks",
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"100 g (0.75 cup) Potatoes, cubed",
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"40 g (0.33 cup) Carrots, sliced",
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"30 g (0.25 cup) Green beans",
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"120 g (0.5 cup) Brown gravy or stew sauce",
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"Salt and pepper to taste"
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],
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"label": "Beef Stew with Vegetables (Frozen Meal)",
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"totalDaily": {
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"CA": {
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"label": "Calcium",
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"quantity": 9.808827779627787,
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"unit": "%"
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},
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"CHOCDF": {
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"label": "Carbs",
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"quantity": 9.07220373540042,
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"unit": "%"
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},
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"CHOCDF.net": {
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"label": "Carbohydrates (net)",
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"quantity": 0.0,
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"unit": "g"
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},
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"CHOLE": {
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"label": "Cholesterol",
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"quantity": 20.837056709550403,
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"unit": "%"
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},
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"ENERC_KCAL": {
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"label": "Energy",
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"quantity": 13.100053025164515,
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"unit": "%"
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},
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"FASAT": {
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"label": "Saturated",
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"quantity": 17.148508115376796,
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"unit": "%"
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},
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"FAT": {
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"label": "Fat",
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"quantity": 14.902089676480887,
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"unit": "%"
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},
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"FE": {
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"label": "Iron",
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"quantity": 21.951689781236098,
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"unit": "%"
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},
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"FIBTG": {
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"label": "Fiber",
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"quantity": 13.858671762525935,
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"unit": "%"
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},
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"FOLDFE": {
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"label": "Folate equivalent (total)",
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"quantity": 10.817828789332737,
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"unit": "%"
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},
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"K": {
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"label": "Potassium",
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"quantity": 28.904445650775536,
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"unit": "%"
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},
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"MG": {
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"label": "Magnesium",
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"quantity": 15.863016599088612,
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"unit": "%"
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},
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"NA": {
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"label": "Sodium",
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"quantity": 60.46248,
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"unit": "%"
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},
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"NIA": {
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"label": "Niacin (B3)",
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"quantity": 66.37252070251446,
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"unit": "%"
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},
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"P": {
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"label": "Phosphorus",
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"quantity": 25.034580972170218,
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"unit": "%"
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},
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"PROCNT": {
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"label": "Protein",
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"quantity": 21.91938193709794,
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"unit": "%"
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},
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"RIBF": {
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"label": "Riboflavin (B2)",
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"quantity": 73.88477475545037,
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"unit": "%"
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},
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"THIA": {
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"label": "Thiamin (B1)",
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"quantity": 84.12049444050538,
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"unit": "%"
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},
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"TOCPHA": {
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"label": "Vitamin E",
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"quantity": 12.990953399638641,
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"unit": "%"
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},
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"VITA_RAE": {
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"label": "Vitamin A",
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"quantity": 45.87938825251855,
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"unit": "%"
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},
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"VITB12": {
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"label": "Vitamin B12",
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"quantity": 113.07016020542191,
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"unit": "%"
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},
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"VITB6A": {
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"label": "Vitamin B6",
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"quantity": 90.1530888403073,
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"unit": "%"
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},
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"VITC": {
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"label": "Vitamin C",
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"quantity": 35.18207820897409,
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"unit": "%"
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},
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"VITD": {
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"label": "Vitamin D",
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"quantity": 13.66228503481425,
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"unit": "%"
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},
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"VITK1": {
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"label": "Vitamin K",
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"quantity": 27.534449511962567,
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"unit": "%"
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},
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"ZN": {
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"label": "Zinc",
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"quantity": 55.091388643252344,
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"unit": "%"
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}
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},
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"totalNutrients": {
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"CA": {
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"label": "Calcium",
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"quantity": 127.51476113516124,
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"unit": "mg"
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},
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"CHOCDF": {
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"label": "Carbs",
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"quantity": 26.573051753721295,
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"unit": "g"
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},
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"CHOCDF.net": {
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"label": "Carbohydrates (net)",
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"quantity": 21.30675648396144,
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"unit": "g"
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},
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"CHOLE": {
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"label": "Cholesterol",
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"quantity": 73.23964970198097,
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"unit": "mg"
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},
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"ENERC_KCAL": {
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"label": "Energy",
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"quantity": 306.9669925121675,
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"unit": "kcal"
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},
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"FAMS": {
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"label": "Monounsaturated",
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"quantity": 5.622055495052523,
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"unit": "g"
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},
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"FAPU": {
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"label": "Polyunsaturated",
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"quantity": 1.5770619917608195,
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"unit": "g"
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},
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"FASAT": {
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"label": "Saturated",
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"quantity": 4.0183241641356675,
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"unit": "g"
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},
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"FAT": {
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"label": "Fat",
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"quantity": 11.639773878137946,
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"unit": "g"
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},
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"FATRN": {
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"label": "Trans",
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"quantity": 0.24391676668519283,
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"unit": "g"
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},
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"FE": {
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"label": "Iron",
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"quantity": 3.9513041606224975,
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"unit": "mg"
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},
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"FIBTG": {
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"label": "Fiber",
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"quantity": 5.266295269759856,
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"unit": "g"
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},
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"FOLAC": {
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"label": "Folic acid",
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"quantity": 18.024043373983595,
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"unit": "\u00b5g"
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},
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"FOLDFE": {
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"label": "Folate equivalent (total)",
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"quantity": 43.271315157330946,
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"unit": "\u00b5g"
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},
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"FOLFD": {
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"label": "Folate (food)",
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"quantity": 40.54129806334046,
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"unit": "\u00b5g"
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},
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"K": {
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"label": "Potassium",
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"quantity": 982.7511521263683,
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"unit": "mg"
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},
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"MG": {
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"label": "Magnesium",
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"quantity": 66.62466971617216,
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"unit": "mg"
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},
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"NA": {
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"label": "Sodium",
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"quantity": 906.9372000000001,
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"unit": "mg"
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},
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"NIA": {
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"label": "Niacin (B3)",
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"quantity": 10.619603312402313,
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"unit": "mg"
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},
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"P": {
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"label": "Phosphorus",
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"quantity": 312.93226215212775,
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"unit": "mg"
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},
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"PROCNT": {
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"label": "Protein",
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"quantity": 25.68129586205237,
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"unit": "g"
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},
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"RIBF": {
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"label": "Riboflavin (B2)",
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"quantity": 0.9605020718208549,
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"unit": "mg"
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},
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"SUGAR": {
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"label": "Sugars",
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"quantity": 8.053516658227332,
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"unit": "g"
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},
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"SUGAR.added": {
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"label": "Sugars, added",
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"quantity": 2.3940423830596225,
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"unit": "g"
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},
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"Sugar.alcohol": {
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"label": "Sugar alcohol",
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"quantity": 0.0,
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"unit": "g"
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},
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"THIA": {
|
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"label": "Thiamin (B1)",
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"quantity": 1.0094459332860646,
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"unit": "mg"
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},
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"TOCPHA": {
|
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"label": "Vitamin E",
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"quantity": 1.9486430099457963,
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"unit": "mg"
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},
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"VITA_RAE": {
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"label": "Vitamin A",
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"quantity": 412.914494272667,
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"unit": "\u00b5g"
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},
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"VITB12": {
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"label": "Vitamin B12",
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"quantity": 2.7136838449301255,
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"unit": "\u00b5g"
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},
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"VITB6A": {
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"label": "Vitamin B6",
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"quantity": 1.5326025102852243,
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"unit": "mg"
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},
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"VITC": {
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"label": "Vitamin C",
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"quantity": 31.66387038807668,
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"unit": "mg"
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},
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"VITD": {
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"label": "Vitamin D",
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"quantity": 2.73245700696285,
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"unit": "\u00b5g"
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},
|
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"VITK1": {
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"label": "Vitamin K",
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"quantity": 33.04133941435508,
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"unit": "\u00b5g"
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},
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"WATER": {
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"label": "Water",
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"quantity": 321.1285604946806,
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"unit": "g"
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},
|
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"ZN": {
|
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"label": "Zinc",
|
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"quantity": 6.060052750757758,
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"unit": "mg"
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}
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},
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"totalWeight": 390.7575715150228,
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"translations": [
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{
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"id": "EGG_FREE",
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"label": "Egg-Free",
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"type": "health"
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},
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{
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"id": "PEANUT_FREE",
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"label": "Peanut-Free",
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"type": "health"
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},
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{
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"id": "TREE_NUT_FREE",
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"label": "Tree-Nut-Free",
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"type": "health"
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},
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{
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"id": "SOY_FREE",
|
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"label": "Soy-Free",
|
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"type": "health"
|
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},
|
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{
|
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"id": "FISH_FREE",
|
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"label": "Fish-Free",
|
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"type": "health"
|
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},
|
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{
|
||||
"id": "SHELLFISH_FREE",
|
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"label": "Shellfish-Free",
|
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"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "CRUSTACEAN_FREE",
|
||||
"label": "Crustacean-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "CELERY_FREE",
|
||||
"label": "Celery-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "MUSTARD_FREE",
|
||||
"label": "Mustard-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "SESAME_FREE",
|
||||
"label": "Sesame-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "LUPINE_FREE",
|
||||
"label": "Lupine-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "MOLLUSK_FREE",
|
||||
"label": "Mollusk-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "ALCOHOL_FREE",
|
||||
"label": "Alcohol-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "GLUTEN",
|
||||
"label": "Gluten",
|
||||
"type": "caution"
|
||||
},
|
||||
{
|
||||
"id": "WHEAT",
|
||||
"label": "Wheat",
|
||||
"type": "caution"
|
||||
},
|
||||
{
|
||||
"id": "MILK",
|
||||
"label": "Milk",
|
||||
"type": "caution"
|
||||
},
|
||||
{
|
||||
"id": "SULFITES",
|
||||
"label": "Sulfites",
|
||||
"type": "caution"
|
||||
},
|
||||
{
|
||||
"id": "FODMAP",
|
||||
"label": "FODMAP",
|
||||
"type": "caution"
|
||||
}
|
||||
],
|
||||
"uri": "http://www.edamam.com/ontologies/edamam.owl#recipe_e59b15e71cd34bf4b7c02c2f545e40f3",
|
||||
"yield": 1.0
|
||||
}
|
||||
},
|
||||
"dishes": [
|
||||
{
|
||||
"problems": [],
|
||||
"recipe": {
|
||||
"calories": 306,
|
||||
"cautions": [
|
||||
"GLUTEN",
|
||||
"WHEAT",
|
||||
"MILK",
|
||||
"SULFITES",
|
||||
"FODMAP"
|
||||
],
|
||||
"dietLabels": [],
|
||||
"healthLabels": [
|
||||
"EGG_FREE",
|
||||
"PEANUT_FREE",
|
||||
"TREE_NUT_FREE",
|
||||
"SOY_FREE",
|
||||
"FISH_FREE",
|
||||
"SHELLFISH_FREE",
|
||||
"CRUSTACEAN_FREE",
|
||||
"CELERY_FREE",
|
||||
"MUSTARD_FREE",
|
||||
"SESAME_FREE",
|
||||
"LUPINE_FREE",
|
||||
"MOLLUSK_FREE",
|
||||
"ALCOHOL_FREE"
|
||||
],
|
||||
"ingredientLines": [
|
||||
"90 g (3 oz) Beef chunks",
|
||||
"100 g (0.75 cup) Potatoes, cubed",
|
||||
"40 g (0.33 cup) Carrots, sliced",
|
||||
"30 g (0.25 cup) Green beans",
|
||||
"120 g (0.5 cup) Brown gravy or stew sauce",
|
||||
"Salt and pepper to taste"
|
||||
],
|
||||
"label": "Beef Stew with Vegetables (Frozen Meal)",
|
||||
"totalDaily": {
|
||||
"CA": {
|
||||
"label": "Calcium",
|
||||
"quantity": 9.808827779627787,
|
||||
"unit": "%"
|
||||
},
|
||||
"CHOCDF": {
|
||||
"label": "Carbs",
|
||||
"quantity": 9.07220373540042,
|
||||
"unit": "%"
|
||||
},
|
||||
"CHOCDF.net": {
|
||||
"label": "Carbohydrates (net)",
|
||||
"quantity": 0.0,
|
||||
"unit": "g"
|
||||
},
|
||||
"CHOLE": {
|
||||
"label": "Cholesterol",
|
||||
"quantity": 20.837056709550403,
|
||||
"unit": "%"
|
||||
},
|
||||
"ENERC_KCAL": {
|
||||
"label": "Energy",
|
||||
"quantity": 13.100053025164515,
|
||||
"unit": "%"
|
||||
},
|
||||
"FASAT": {
|
||||
"label": "Saturated",
|
||||
"quantity": 17.148508115376796,
|
||||
"unit": "%"
|
||||
},
|
||||
"FAT": {
|
||||
"label": "Fat",
|
||||
"quantity": 14.902089676480887,
|
||||
"unit": "%"
|
||||
},
|
||||
"FE": {
|
||||
"label": "Iron",
|
||||
"quantity": 21.951689781236098,
|
||||
"unit": "%"
|
||||
},
|
||||
"FIBTG": {
|
||||
"label": "Fiber",
|
||||
"quantity": 13.858671762525935,
|
||||
"unit": "%"
|
||||
},
|
||||
"FOLDFE": {
|
||||
"label": "Folate equivalent (total)",
|
||||
"quantity": 10.817828789332737,
|
||||
"unit": "%"
|
||||
},
|
||||
"K": {
|
||||
"label": "Potassium",
|
||||
"quantity": 28.904445650775536,
|
||||
"unit": "%"
|
||||
},
|
||||
"MG": {
|
||||
"label": "Magnesium",
|
||||
"quantity": 15.863016599088612,
|
||||
"unit": "%"
|
||||
},
|
||||
"NA": {
|
||||
"label": "Sodium",
|
||||
"quantity": 60.46248,
|
||||
"unit": "%"
|
||||
},
|
||||
"NIA": {
|
||||
"label": "Niacin (B3)",
|
||||
"quantity": 66.37252070251446,
|
||||
"unit": "%"
|
||||
},
|
||||
"P": {
|
||||
"label": "Phosphorus",
|
||||
"quantity": 25.034580972170218,
|
||||
"unit": "%"
|
||||
},
|
||||
"PROCNT": {
|
||||
"label": "Protein",
|
||||
"quantity": 21.91938193709794,
|
||||
"unit": "%"
|
||||
},
|
||||
"RIBF": {
|
||||
"label": "Riboflavin (B2)",
|
||||
"quantity": 73.88477475545037,
|
||||
"unit": "%"
|
||||
},
|
||||
"THIA": {
|
||||
"label": "Thiamin (B1)",
|
||||
"quantity": 84.12049444050538,
|
||||
"unit": "%"
|
||||
},
|
||||
"TOCPHA": {
|
||||
"label": "Vitamin E",
|
||||
"quantity": 12.990953399638641,
|
||||
"unit": "%"
|
||||
},
|
||||
"VITA_RAE": {
|
||||
"label": "Vitamin A",
|
||||
"quantity": 45.87938825251855,
|
||||
"unit": "%"
|
||||
},
|
||||
"VITB12": {
|
||||
"label": "Vitamin B12",
|
||||
"quantity": 113.07016020542191,
|
||||
"unit": "%"
|
||||
},
|
||||
"VITB6A": {
|
||||
"label": "Vitamin B6",
|
||||
"quantity": 90.1530888403073,
|
||||
"unit": "%"
|
||||
},
|
||||
"VITC": {
|
||||
"label": "Vitamin C",
|
||||
"quantity": 35.18207820897409,
|
||||
"unit": "%"
|
||||
},
|
||||
"VITD": {
|
||||
"label": "Vitamin D",
|
||||
"quantity": 13.66228503481425,
|
||||
"unit": "%"
|
||||
},
|
||||
"VITK1": {
|
||||
"label": "Vitamin K",
|
||||
"quantity": 27.534449511962567,
|
||||
"unit": "%"
|
||||
},
|
||||
"ZN": {
|
||||
"label": "Zinc",
|
||||
"quantity": 55.091388643252344,
|
||||
"unit": "%"
|
||||
}
|
||||
},
|
||||
"totalNutrients": {
|
||||
"CA": {
|
||||
"label": "Calcium",
|
||||
"quantity": 127.51476113516124,
|
||||
"unit": "mg"
|
||||
},
|
||||
"CHOCDF": {
|
||||
"label": "Carbs",
|
||||
"quantity": 26.573051753721295,
|
||||
"unit": "g"
|
||||
},
|
||||
"CHOCDF.net": {
|
||||
"label": "Carbohydrates (net)",
|
||||
"quantity": 21.30675648396144,
|
||||
"unit": "g"
|
||||
},
|
||||
"CHOLE": {
|
||||
"label": "Cholesterol",
|
||||
"quantity": 73.23964970198097,
|
||||
"unit": "mg"
|
||||
},
|
||||
"ENERC_KCAL": {
|
||||
"label": "Energy",
|
||||
"quantity": 306.9669925121675,
|
||||
"unit": "kcal"
|
||||
},
|
||||
"FAMS": {
|
||||
"label": "Monounsaturated",
|
||||
"quantity": 5.622055495052523,
|
||||
"unit": "g"
|
||||
},
|
||||
"FAPU": {
|
||||
"label": "Polyunsaturated",
|
||||
"quantity": 1.5770619917608195,
|
||||
"unit": "g"
|
||||
},
|
||||
"FASAT": {
|
||||
"label": "Saturated",
|
||||
"quantity": 4.0183241641356675,
|
||||
"unit": "g"
|
||||
},
|
||||
"FAT": {
|
||||
"label": "Fat",
|
||||
"quantity": 11.639773878137946,
|
||||
"unit": "g"
|
||||
},
|
||||
"FATRN": {
|
||||
"label": "Trans",
|
||||
"quantity": 0.24391676668519283,
|
||||
"unit": "g"
|
||||
},
|
||||
"FE": {
|
||||
"label": "Iron",
|
||||
"quantity": 3.9513041606224975,
|
||||
"unit": "mg"
|
||||
},
|
||||
"FIBTG": {
|
||||
"label": "Fiber",
|
||||
"quantity": 5.266295269759856,
|
||||
"unit": "g"
|
||||
},
|
||||
"FOLAC": {
|
||||
"label": "Folic acid",
|
||||
"quantity": 18.024043373983595,
|
||||
"unit": "\u00b5g"
|
||||
},
|
||||
"FOLDFE": {
|
||||
"label": "Folate equivalent (total)",
|
||||
"quantity": 43.271315157330946,
|
||||
"unit": "\u00b5g"
|
||||
},
|
||||
"FOLFD": {
|
||||
"label": "Folate (food)",
|
||||
"quantity": 40.54129806334046,
|
||||
"unit": "\u00b5g"
|
||||
},
|
||||
"K": {
|
||||
"label": "Potassium",
|
||||
"quantity": 982.7511521263683,
|
||||
"unit": "mg"
|
||||
},
|
||||
"MG": {
|
||||
"label": "Magnesium",
|
||||
"quantity": 66.62466971617216,
|
||||
"unit": "mg"
|
||||
},
|
||||
"NA": {
|
||||
"label": "Sodium",
|
||||
"quantity": 906.9372000000001,
|
||||
"unit": "mg"
|
||||
},
|
||||
"NIA": {
|
||||
"label": "Niacin (B3)",
|
||||
"quantity": 10.619603312402313,
|
||||
"unit": "mg"
|
||||
},
|
||||
"P": {
|
||||
"label": "Phosphorus",
|
||||
"quantity": 312.93226215212775,
|
||||
"unit": "mg"
|
||||
},
|
||||
"PROCNT": {
|
||||
"label": "Protein",
|
||||
"quantity": 25.68129586205237,
|
||||
"unit": "g"
|
||||
},
|
||||
"RIBF": {
|
||||
"label": "Riboflavin (B2)",
|
||||
"quantity": 0.9605020718208549,
|
||||
"unit": "mg"
|
||||
},
|
||||
"SUGAR": {
|
||||
"label": "Sugars",
|
||||
"quantity": 8.053516658227332,
|
||||
"unit": "g"
|
||||
},
|
||||
"SUGAR.added": {
|
||||
"label": "Sugars, added",
|
||||
"quantity": 2.3940423830596225,
|
||||
"unit": "g"
|
||||
},
|
||||
"Sugar.alcohol": {
|
||||
"label": "Sugar alcohol",
|
||||
"quantity": 0.0,
|
||||
"unit": "g"
|
||||
},
|
||||
"THIA": {
|
||||
"label": "Thiamin (B1)",
|
||||
"quantity": 1.0094459332860646,
|
||||
"unit": "mg"
|
||||
},
|
||||
"TOCPHA": {
|
||||
"label": "Vitamin E",
|
||||
"quantity": 1.9486430099457963,
|
||||
"unit": "mg"
|
||||
},
|
||||
"VITA_RAE": {
|
||||
"label": "Vitamin A",
|
||||
"quantity": 412.914494272667,
|
||||
"unit": "\u00b5g"
|
||||
},
|
||||
"VITB12": {
|
||||
"label": "Vitamin B12",
|
||||
"quantity": 2.7136838449301255,
|
||||
"unit": "\u00b5g"
|
||||
},
|
||||
"VITB6A": {
|
||||
"label": "Vitamin B6",
|
||||
"quantity": 1.5326025102852243,
|
||||
"unit": "mg"
|
||||
},
|
||||
"VITC": {
|
||||
"label": "Vitamin C",
|
||||
"quantity": 31.66387038807668,
|
||||
"unit": "mg"
|
||||
},
|
||||
"VITD": {
|
||||
"label": "Vitamin D",
|
||||
"quantity": 2.73245700696285,
|
||||
"unit": "\u00b5g"
|
||||
},
|
||||
"VITK1": {
|
||||
"label": "Vitamin K",
|
||||
"quantity": 33.04133941435508,
|
||||
"unit": "\u00b5g"
|
||||
},
|
||||
"WATER": {
|
||||
"label": "Water",
|
||||
"quantity": 321.1285604946806,
|
||||
"unit": "g"
|
||||
},
|
||||
"ZN": {
|
||||
"label": "Zinc",
|
||||
"quantity": 6.060052750757758,
|
||||
"unit": "mg"
|
||||
}
|
||||
},
|
||||
"totalWeight": 390.7575715150228,
|
||||
"translations": [
|
||||
{
|
||||
"id": "EGG_FREE",
|
||||
"label": "Egg-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "PEANUT_FREE",
|
||||
"label": "Peanut-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "TREE_NUT_FREE",
|
||||
"label": "Tree-Nut-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "SOY_FREE",
|
||||
"label": "Soy-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "FISH_FREE",
|
||||
"label": "Fish-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "SHELLFISH_FREE",
|
||||
"label": "Shellfish-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "CRUSTACEAN_FREE",
|
||||
"label": "Crustacean-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "CELERY_FREE",
|
||||
"label": "Celery-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "MUSTARD_FREE",
|
||||
"label": "Mustard-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "SESAME_FREE",
|
||||
"label": "Sesame-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "LUPINE_FREE",
|
||||
"label": "Lupine-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "MOLLUSK_FREE",
|
||||
"label": "Mollusk-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "ALCOHOL_FREE",
|
||||
"label": "Alcohol-Free",
|
||||
"type": "health"
|
||||
},
|
||||
{
|
||||
"id": "GLUTEN",
|
||||
"label": "Gluten",
|
||||
"type": "caution"
|
||||
},
|
||||
{
|
||||
"id": "WHEAT",
|
||||
"label": "Wheat",
|
||||
"type": "caution"
|
||||
},
|
||||
{
|
||||
"id": "MILK",
|
||||
"label": "Milk",
|
||||
"type": "caution"
|
||||
},
|
||||
{
|
||||
"id": "SULFITES",
|
||||
"label": "Sulfites",
|
||||
"type": "caution"
|
||||
},
|
||||
{
|
||||
"id": "FODMAP",
|
||||
"label": "FODMAP",
|
||||
"type": "caution"
|
||||
}
|
||||
],
|
||||
"uri": "http://www.edamam.com/ontologies/edamam.owl#recipe_e59b15e71cd34bf4b7c02c2f545e40f3",
|
||||
"yield": 1.0
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
""")
|
||||
|
||||
url = "https://api.edamam.com/api/vision/v1/nutrients"
|
||||
|
||||
# Query parameters as specified by the YAML schema
|
||||
|
||||
+13
-3
@@ -5,6 +5,7 @@ from flask import Flask, request, jsonify
|
||||
from pymongo import MongoClient
|
||||
from APIs import generate, EdamamAPI
|
||||
import sys
|
||||
from microwaveCookPlanner import MicrowaveCookPlanner
|
||||
sys.path.insert(0, '..')
|
||||
try:
|
||||
from shared import config
|
||||
@@ -28,6 +29,11 @@ device_network_collection = db["device_network"]
|
||||
CAMERA_IMAGE_DIR = "storage/dishCameraImages"
|
||||
os.makedirs(CAMERA_IMAGE_DIR, exist_ok=True)
|
||||
|
||||
# ---------------------------------------------------------
|
||||
# Classes
|
||||
# ---------------------------------------------------------
|
||||
microwave_cook_planner = MicrowaveCookPlanner()
|
||||
|
||||
# ---------------------------------------------------------
|
||||
# Routes
|
||||
# ---------------------------------------------------------
|
||||
@@ -72,14 +78,18 @@ def cooking_params():
|
||||
|
||||
# Remove the Mongo-injected '_id' object before returning the response
|
||||
data.pop("_id", None)
|
||||
return jsonify({"message": "Cooking parameters saved successfully", "data": data}), 201
|
||||
|
||||
except Exception as e:
|
||||
return jsonify({"error": f"Database error: {str(e)}"}), 500
|
||||
|
||||
# 3. Returns with the cooking parameters
|
||||
|
||||
|
||||
cooking_plan = microwave_cook_planner.generate_plan(
|
||||
image_path=data.get("camera_image"),
|
||||
height_cm=data.get("height_cm", 4.0),
|
||||
initial_temp_c=data.get("initial_temp_c", 20.0),
|
||||
microwave_wattage=data.get("microwave_wattage", 900)
|
||||
)
|
||||
return jsonify(cooking_plan), 201
|
||||
|
||||
@app.route("/device-network", methods=["POST"])
|
||||
def device_network():
|
||||
|
||||
@@ -0,0 +1,98 @@
|
||||
from typing import Dict, Any
|
||||
from APIs.edamam import EdamamAPI
|
||||
from microwaveDishAnalyzer import MicrowaveDishAnalyzer
|
||||
from microwaveThermalEngine import MicrowaveThermalEngine, DishThermalState
|
||||
|
||||
|
||||
class MicrowaveCookPlanner:
|
||||
"""Orchestrates Edamam API, Dish Analyzer, and Thermal Engine into a single workflow."""
|
||||
|
||||
def __init__(self, cm_per_pixel: float = 0.05):
|
||||
self.edamam_api = EdamamAPI()
|
||||
self.analyzer = MicrowaveDishAnalyzer(cm_per_pixel=cm_per_pixel)
|
||||
self.engine = MicrowaveThermalEngine()
|
||||
|
||||
def _extract_edamam_data(self, edamam_resp: Dict[str, Any]) -> tuple[str, float, Dict[str, float]]:
|
||||
"""Parses Edamam Vision response to extract label, total mass, and macronutrient grams."""
|
||||
recipe = edamam_resp.get("combined", {}).get("recipe", {})
|
||||
|
||||
# Fallback to first dish if 'combined' is empty
|
||||
if not recipe and edamam_resp.get("dishes"):
|
||||
recipe = edamam_resp["dishes"][0].get("recipe", {})
|
||||
|
||||
label = recipe.get("label", "Unknown Dish")
|
||||
total_weight = float(recipe.get("totalWeight", 300.0)) # Default 300g fallback
|
||||
|
||||
nutrients = recipe.get("totalNutrients", {})
|
||||
|
||||
# Extract macronutrients in grams (Edamam nutrient codes)
|
||||
fat_g = float(nutrients.get("FAT", {}).get("quantity", 0.0))
|
||||
protein_g = float(nutrients.get("PROCNT", {}).get("quantity", 0.0))
|
||||
carbs_g = float(nutrients.get("CHOCDF", {}).get("quantity", 0.0))
|
||||
|
||||
# Water is sometimes omitted in Edamam; infer remaining mass as water if missing
|
||||
if "WATER" in nutrients:
|
||||
water_g = float(nutrients["WATER"].get("quantity", 0.0))
|
||||
else:
|
||||
water_g = max(0.0, total_weight - (fat_g + protein_g + carbs_g))
|
||||
|
||||
macros = {
|
||||
"water_g": water_g,
|
||||
"fat_g": fat_g,
|
||||
"protein_g": protein_g,
|
||||
"carbs_g": carbs_g,
|
||||
}
|
||||
|
||||
return label, total_weight, macros
|
||||
|
||||
def generate_plan(
|
||||
self,
|
||||
image_path: str,
|
||||
height_cm: float,
|
||||
initial_temp_c: float,
|
||||
microwave_wattage: int = 900
|
||||
) -> Dict[str, Any]:
|
||||
"""Main pipeline call to parse an image and return cooking parameters."""
|
||||
|
||||
# 1. Vision & Nutrient Analysis
|
||||
edamam_resp = self.edamam_api.analyze_dish_image(image_path)
|
||||
food_label, edamam_mass_g, macros = self._extract_edamam_data(edamam_resp)
|
||||
|
||||
# 2. Geometric Volume Calculation
|
||||
vol_data = self.analyzer.estimate_volume(
|
||||
image_path=image_path,
|
||||
height_cm=height_cm,
|
||||
food_label=food_label
|
||||
)
|
||||
|
||||
# 3. Mass Cross-Validation & Density Check
|
||||
mass_data = self.analyzer.reconcile_mass(
|
||||
edamam_mass_g=edamam_mass_g,
|
||||
volume_cm3=vol_data["volume_cm3"],
|
||||
food_label=food_label
|
||||
)
|
||||
final_mass_g = mass_data["final_mass_g"]
|
||||
|
||||
# 4. Thermal State Creation
|
||||
thermal_state = DishThermalState(
|
||||
food_name=food_label,
|
||||
macronutrients=macros,
|
||||
estimated_mass_g=final_mass_g,
|
||||
initial_temp_c=initial_temp_c,
|
||||
volume_cm3=vol_data["volume_cm3"]
|
||||
)
|
||||
|
||||
# 5. Cook Plan Calculation
|
||||
cook_plan = self.engine.calculate_cook_plan(
|
||||
state=thermal_state,
|
||||
microwave_wattage=microwave_wattage
|
||||
)
|
||||
|
||||
# Return consolidated output
|
||||
return {
|
||||
"dish_name": food_label,
|
||||
"reconciled_mass_g": final_mass_g,
|
||||
"mass_validation_status": mass_data["status"],
|
||||
"cook_plan": cook_plan,
|
||||
"geometry": vol_data
|
||||
}
|
||||
Reference in New Issue
Block a user