gradio_ui.py

import gradio as gr

from jinja2 import Environment, FileSystemLoader

from log_util import logger
from meal_image_search import search_meal_image
from recipe_generator import get_altered_recipe, get_image_from_recipe, get_recipe_from_image
from util import yield_lines_from_file

BRAND = 'HealthAI'
TITLE = f'{BRAND} Chef'

env = Environment(loader=FileSystemLoader('templates'))
template = env.get_template('recipe.html')

DISCLAIMER = 'This recipe is a healthier option <em>generated by AI</em>. A registered dietitian can provide expert dietary advice 😀'

async def process_image(file):
    if not file:
        yield None, None
        return

    image_path = file.name
    yield image_path, None

    try:
        recipe = await get_recipe_from_image(image_path)
        html = template.render(recipe=recipe)
        yield image_path, html

    except Exception as e:
        logger.error(e)
        yield None, None
        if 'not a meal' in str(e).lower():
            raise gr.Error("This image doesn't contain a meal.")
        raise gr.Error("Sorry, this image can't be processed.")

async def get_new_recipe(orig_recipe: str, restrictions: list[str], diagnoses: list[str]):
    if not orig_recipe or (not restrictions and not diagnoses):
        yield None, None

        if not orig_recipe:
            raise gr.Error('Please upload a meal pic first.')

        if not restrictions and not diagnoses:
            raise gr.Error(
'Please select dietary restrictions or medical diagnoses, then try again. I will give you a new recipe based on your selections!')

    try:
        recipe = await get_altered_recipe(orig_recipe, restrictions, diagnoses)
        recipe['disclaimer'] = DISCLAIMER
        html = template.render(recipe=recipe)
        yield html, None

    except Exception as e:
        logger.error(e)
        yield None, None
        raise gr.Error(f"Sorry, a new recipe can't be made.")

    try:
        image_url = get_image_from_recipe(recipe)
        yield html, image_url

    except Exception as e:
        logger.error(e)
        yield html, None

def search_image(search_text: str) -> str:
    if not search_text:
        return None

    try:
        image_url = search_meal_image(search_text)
        if image_url:
            return image_url

    except Exception as e:
        logger.error(e)

    raise gr.Error(f"Sorry, can't find a meal pic for {search_text}.")

with gr.Blocks(title=TITLE, theme=gr.themes.Monochrome(), css='''
    footer {visibility: hidden}

    /* make container full width */
    .gradio-container {
        width: 100% !important; /* flll width */
        max-width: 100% !important; /* prevent max-width restriction */
        margin: 5px 0px 5px 0px !important; /* top, right, bottom, left */
    }
    '''.strip()) as demo:

    with gr.Row():
        gr.Markdown(f'# {TITLE} 🍽️')
        new_recipe_button = gr.Button(f'Get {BRAND} Recipe 😋', scale=0)

    file_select = gr.File(label='Upload Meal Pic', container=True, file_types=['.jpg', '.jpeg', '.png', '.gif', '.webp'])

    search_text = gr.Textbox(placeholder='Or enter a meal to search for an image of it', submit_btn=True, container=False, interactive=True, max_lines=1)

    with gr.Row():
        restrictions_dropdown = gr.Dropdown(label='Dietary Restrictions', choices=yield_lines_from_file('dietary_restrictions.txt'), interactive=True, multiselect=True, value=None)
        diagnoses_dropdown = gr.Dropdown(label='Medical Diagnoses', choices=yield_lines_from_file('medical_diagnoses.txt'), interactive=True, multiselect=True, value=None)

    with gr.Row():
        orig_meal = gr.Image(label='Original Meal', interactive=False)
        new_meal = gr.Image(label=f'{BRAND} Meal', interactive=False)

    with gr.Row():
        orig_recipe = gr.HTML(label='Original Recipe', container=True, show_label=True)
        new_recipe = gr.HTML(label=f'{BRAND} Recipe', container=True, show_label=True)

    search_text.submit(search_image, inputs=search_text, outputs=file_select)

    file_select.change(
        process_image,
        inputs=file_select,
        outputs=[orig_meal, orig_recipe]
    )

    new_recipe_button.click(fn=get_new_recipe, inputs=[orig_recipe, restrictions_dropdown, diagnoses_dropdown], outputs=[new_recipe, new_meal])

demo.launch(server_name='0.0.0.0')