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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')
nlp = gr.Blocks.load(name='models/victorialslocum/en_reciparse_model')
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()
# print(response)
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):
doc = nlp(instructions)
print(doc)
ingredients_list = []
# TODO: add lemmatizer
for item in doc:
if item[1] == 'INGREDIENT':
if item[0] not in ingredients_list:
ingredients_list.append(item[0])
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 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("## Ingredient 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() |