app.py

import gradio as gr

# from mistralai import Mistral, UserMessage
from chatbot_gaia.src.main_flow import kickoff
import pandas as pd


import os

title = "Démo GAIA - Les bénéfices de l'ombrage"
description = "Example of simple chatbot with Gradio and Mistral AI via its API"
# placeholder = "Posez moi une question sur l'agriculture"
# examples = ["Je suis un agriculture basé pas loin de bordeaux et je cultive du mais et je cherche des recommandations d'autres cultures mieux adapté aux changements climatique ?",
#             "Je suis un agriculteur basé au sud de la France vers Nice, je cherche des recommandations de cultures mieux adapté aux changements climatiques ?",]

# #api_key = os.environ.get("MISTRAL_API_KEY")
# #client = MistralClient(api_key=api_key)
# #client = Mistral(api_key=api_key)
# #model = 'open-mixtral-8x7b'
# """
# def chat_with_mistral(user_input, history):
#     messages = [{"role": "user", "content": user_input}]

#     chat_response = client.chat.complete(model=model, messages=messages)P
#     return chat_response.choices[0].message.content
# """

# def chat_with_agrienergy(user_input, history):
#     messages = [{"role": "user", "content": user_input}]
#     result = kickoff(user_input=user_input)
#     return f"{result}"

# iface = gr.ChatInterface(
#     fn=chat_with_agrienergy,
#     chatbot=gr.Chatbot(height=300),
#     textbox=gr.Textbox(placeholder=placeholder, container=False, scale=7),
#     title=title,
#     description=description,
#     theme="soft",
#     examples=examples,
#     cache_examples=False,
# )

# iface.launch(share=True)


# import gradio as gr
from func_utils import *
from summary_test import generate_irradiance_trend, get_mocked_summary

def go_to_page_1():
    return gr.Column(visible=True), gr.Column(visible=False)

with gr.Blocks() as demo:
    with gr.Row():
        page_1 = gr.Column(visible=True)
        with page_1:
            gr.HTML(
                """
                <style>
                    /* Custom style for a specific row */
                    .box {
                        background-color: #90909b;
                        border-radius: 10px;
                        display: flex;
                        align-content: center;
                        padding: 20px;
                    }
                    .culture_box {
                        background-color: #52525b;
                        border-radius: 10px;
                        display: flex;
                        align-content: center;
                    }
                    .title-box{
                        background-color: #90909b;
                    }
                </style>
                """
            )
            demo.title = "Démo GAIA - Les bénéfices de l'ombrage"
            gr.HTML("<h1 style='text-align: center;'>Les bénéfices de l'ombrage</h1>")
            gr.HTML(
                "<p style='border: solid white 1px; border-radius: 10px; padding:20px'>L'outil vous permet de voir les avantages potentiels de l'ombrage sur votre exploitation. </p>"
            )

            with gr.Blocks() as infos:

                infos.title = "Informations sur votre exploitation"
                gr.HTML("<h2>Renseignez les informations relatives à votre projet</h2>")
                with gr.Row(equal_height=True):
                    with gr.Column(variant="panel", scale=1):
                        with gr.Row(equal_height=True, elem_classes="box"):
                            with gr.Tab(label="Adresse", scale=1):
                                address = gr.Textbox(
                                    label="Addresse",
                                    info="Adresse de votre projet",
                                )
                            with gr.Tab(label="Coordonnées GPS", scale=1):
                                lat = gr.Number(
                                    label="Latitude",
                                    info="Latitude de votre projet",
                                )
                                lon = gr.Number(
                                    label="Longitude",
                                    info="Longitude de votre projet",
                                )
                            place_btn = gr.Button(
                                value="Valider la localisation", size="sm"
                            )
                            place_cancel_btn = gr.Button(
                                value="Réinitialiser la localisation", size="sm"
                            )

                        with gr.Row(elem_classes="box"):
                            culture = gr.Textbox(
                                label="Culture", scale=1, elem_classes="culture_box"
                            )

                    with gr.Column(variant="panel", scale=3):
                        map = gr.HTML()

                simulation_btn = gr.Button(value="Lancer la simulation", size="lg")

            go_to_page_2_btn = gr.Button("Aller aux résultats", visible=False)

        page_2 = gr.Column(visible=False)
        with page_2:
            with gr.Blocks() as results:
                results.title = "Résultats"
                gr.HTML("<h2 style='padding: 20px'>Résultats de la simulation</h2>")
                with gr.Row(equal_height=True, elem_classes="box"):
                    with gr.Tab(label="Analyse générale", scale=1):
                        with gr.Row(elem_classes="box"):
                            with gr.Column():
                                gr.HTML("<h2>Synthèse</h2>")
                                current_situation_summary = gr.TextArea(
                                    placeholder="Synthèse de la simulation", label="", show_label=None
                                )
                        with gr.Row(elem_classes="box"):
                            with gr.Column():
                                gr.HTML("<h2>Déficit hydrique</h2>")
                                gr.Plot()
                            with gr.Column():
                                gr.HTML("<h2>Rendements</h2>")
                                gr.Plot()
                        with gr.Column(elem_classes="box"):
                            with gr.Row():
                                gr.HTML("<h2>Bilan climatique</h2>")
                            with gr.Row():
                                with gr.Column():
                                    gr.HTML("<h3>Précipitations</h2>")
                                    gr.Plot()
                                with gr.Column():
                                    gr.HTML("<h3>Evapotranspiration</h2>")
                                    gr.Plot()
                                with gr.Column():
                                    gr.HTML("<h3>Irradiance</h2>")
                                    gr.Plot()
                    with gr.Tab(label="Analyse avec AgriPv", scale=1):
                        with gr.Row(elem_classes="box"):
                            with gr.Column():
                                gr.HTML("<h2>Synthèse</h2>")
                                agripv_summary = gr.TextArea(
                                    placeholder="Synthèse de la simulation", label="", show_label=None
                                )
                        with gr.Row(elem_classes="box"):
                            with gr.Column():
                                gr.HTML("<h2>Déficit hydrique</h2>")
                                gr.Plot()
                            with gr.Column():
                                gr.HTML("<h2>Rendements</h2>")
                                gr.Plot()
                go_to_page_1_btn = gr.Button(value="Revenir aux informations du projet", size="lg")

    demo.load(on_init, [lat, lon, address], [lat, lon, map])
    place_btn.click(on_init, [lat, lon, address], [lat, lon, map])
    place_cancel_btn.click(on_delete, [lat, lon, map], [lat, lon, address, map])
    go_to_page_2_btn.click(
        fn=go_to_page_2,
        inputs="",
        outputs=[page_1, page_2],
    )
    go_to_page_1_btn.click(
        fn=go_to_page_1,
        inputs="",
        outputs=[page_1, page_2],
    )

    simulation_btn.click(
        launch_simulation,
        [lat, lon, address, culture],
        [
            current_situation_summary,
            agripv_summary,
            page_1,
            page_2,
            go_to_page_2_btn
        ],
    )
demo.title = "Démo GAIA - Les bénéfices de l'ombrage"
demo.launch()