app.py

import gradio as gr
from os import path
from src.services.huggingface import init_huggingface, update_dataset
from src.services.json_generator import generate_json
from src.ui.form_components import (
    create_header_tab,
    create_task_tab,
    create_measures_tab,
    create_system_tab,
    create_software_tab,
    create_infrastructure_tab,
    create_environment_tab,
    create_quality_tab
)
css_path = path.join(path.dirname(__file__), "./assets/styles/app.css")

# Initialize Hugging Face
init_huggingface()


def handle_submit(*inputs):
    message, file_output, json_output = generate_json(*inputs)

    # Check if the message indicates validation failure
    if message.startswith("The following fields are required"):
        return message, file_output, json_output

    publish_button = gr.Button(
        "Share your data to the public repository", interactive=True, elem_classes="pubbutton")

    return "Report sucessefully created", file_output, json_output, publish_button


def handle_publi(json_output):
    # If validation passed, proceed to update_dataset
    update_output = update_dataset(json_output)
    return update_output


# Create Gradio interface
with gr.Blocks(css_paths=css_path) as app:
    gr.Markdown("## Data Collection Form")
    gr.Markdown("Welcome to this Huggingface space, where you can create a report on the energy consumption of an AI task in BoAmps format, by filling in a form.<br>"
                "Parts/fields in bold red are mandatory.")

    # Create form tabs
    header_components = create_header_tab()
    task_components = create_task_tab()
    measures_components = create_measures_tab()
    system_components = create_system_tab()
    software_components = create_software_tab()
    infrastructure_components = create_infrastructure_tab()
    environment_components = create_environment_tab()
    quality_components = create_quality_tab()

    # Submit and Download Buttons
    submit_button = gr.Button("Submit", elem_classes="subbutton")
    output = gr.Textbox(label="Output", lines=1)
    json_output = gr.Textbox(visible=False)
    file_output = gr.File(label="Downloadable JSON")
    publish_button = gr.Button(
        "Share your data to the public repository", interactive=False, elem_classes="pubbutton")

    # Event Handlers
    submit_button.click(
        handle_submit,
        inputs=[
            *header_components,
            *task_components,
            *measures_components,
            *system_components,
            *software_components,
            *infrastructure_components,
            *environment_components,
            *quality_components,
        ],
        outputs=[output, file_output, json_output, publish_button]
    )
    # Event Handlers
    publish_button.click(
        handle_publi,
        inputs=[
            json_output
        ],
        outputs=[output]
    )

if __name__ == "__main__":
    app.launch()