src/view/view.py

import os
import gradio as gr
from functools import partial
import re
from src.view.help_tab import create_help_tab
from src.view.metric_view_tab import create_metric_view_tab
from src.view.reverse_search_tab import create_reverse_search_tab
from src.logic.data_fetching import fetch_datasets, fetch_groups, fetch_metrics, reverse_search, reverse_search_add

METRICS_LOCATION_DEFAULT = os.getenv("METRICS_LOCATION_DEFAULT", "hf://datasets/HuggingFaceFW-Dev/summary-stats-files")

def create_interface():
    with gr.Blocks() as demo:
        metrics_headline = gr.Markdown(value="# Metrics Exploration")
        available_datasets = gr.State([])
        selected_datasets = gr.State([])

        with gr.Tabs():
            with gr.Tab("Help"):
                create_help_tab()
            
            with gr.TabItem("Metric View"):
                base_folder = create_metric_view_tab(METRICS_LOCATION_DEFAULT, available_datasets, selected_datasets)

            with gr.TabItem("Reverse Metrics Search"):
                create_reverse_search_tab(base_folder, available_datasets, selected_datasets)

    return demo