app.py

from dis import Instruction
import requests
from decouple import config
import gradio as gr
import spacy

# for generating requirements.txt, use:
# pip install pipreqs
# pipreqs ./ --force

RAPIDAPI_KEY = config('RAPIDAPI_KEY')

def get_recipe_data(recipe_url):
    rapid_api_url = "https://mycookbook-io1.p.rapidapi.com/recipes/rapidapi"

    headers = {
        "content-type": "text/plain",
        "X-RapidAPI-Host": "mycookbook-io1.p.rapidapi.com",
        "X-RapidAPI-Key": RAPIDAPI_KEY
    }

    response = requests.request("POST", rapid_api_url,
                                data=recipe_url, headers=headers).json()

    instructions_list = response[0]['instructions'][0]['steps']
    ingredients_list = response[0]['ingredients']
    recipe_title = response[0]['name']

    instructions = ""
    ingredients = ""

    for i in range(len(instructions_list)):
        instructions += f'{i+1}. {instructions_list[i]} \n'

    for i in range(len(ingredients_list)):
        ingredients += f'{i+1}. {ingredients_list[i]} \n'

    return instructions, ingredients, recipe_title

def get_ingredient_data(instructions, ingredients):
    nlp = spacy.load("./model")
    doc = nlp(instructions)
    
    ingredients_list = []

    # TODO: add lemmatizer
    for ent in doc.ents:
        if ent not in ingredients_list:
            ingredients_list.append(ent)

    ingredients = ""

    for i in range(len(ingredients_list)):
        ingredients += f'{i+1}. {ingredients_list[i]} \n'

    return ingredients

with gr.Blocks() as demo:
    gr.Markdown("# Reciparse Visualizer")
    gr.Markdown("### Powered by spaCy, Prodigy, and Gradio")
    with gr.Box():
        with gr.Column():
            gr.Markdown("## Recipe Info")
            with gr.Row():
                recipe_link = gr.Textbox(label="Recipe link", placeholder="Input your recipe link")
                recipe_title = gr.Textbox(label="Recipe title")
            with gr.Row():
                instructions = gr.Textbox(label="Instructions")
                ingredients = gr.Textbox(label="Ingredients")
            recipe_btn = gr.Button("Get recipe info")
    
    with gr.Box():
        with gr.Column():
            gr.Markdown("## Recipe Info")
            ingredient_btn = gr.Button("Get the list of ingredients")
            ingredient_list = gr.Textbox(label="Ingredients in recipe")

    recipe_btn.click(fn=get_recipe_data, inputs=recipe_link, outputs=[instructions, ingredients, recipe_title])
    ingredient_btn.click(fn=get_ingredient_data, inputs=[instructions, ingredients], outputs=[ingredient_list])

demo.launch()