Spaces:
Runtime error
Runtime error
import gradio as gr | |
import argilla as rg | |
import pandas as pd | |
import os | |
import time | |
from collections import defaultdict | |
from fastapi import FastAPI | |
from functools import lru_cache | |
client = rg.Argilla( | |
api_url=os.getenv("ARGILLA_API_URL", ""), | |
api_key=os.getenv("ARGILLA_API_KEY", "") | |
) | |
countries = { | |
"Argentina": { | |
"iso": "ARG", | |
"emoji": "๐ฆ๐ท" | |
}, | |
"Bolivia": { | |
"iso": "BOL", | |
"emoji": "๐ง๐ด" | |
}, | |
"Chile": { | |
"iso": "CHL", | |
"emoji": "๐จ๐ฑ" | |
}, | |
"Colombia": { | |
"iso": "COL", | |
"emoji": "๐จ๐ด" | |
}, | |
"Costa Rica": { | |
"iso": "CRI", | |
"emoji": "๐จ๐ท" | |
}, | |
"Cuba": { | |
"iso": "CUB", | |
"emoji": "๐จ๐บ" | |
}, | |
"Ecuador": { | |
"iso": "ECU", | |
"emoji": "๐ช๐จ" | |
}, | |
"El Salvador": { | |
"iso": "SLV", | |
"emoji": "๐ธ๐ป" | |
}, | |
"Espaรฑa": { | |
"iso": "ESP", | |
"emoji": "๐ช๐ธ" | |
}, | |
"Guatemala": { | |
"iso": "GTM", | |
"emoji": "๐ฌ๐น" | |
}, | |
"Honduras": { | |
"iso": "HND", | |
"emoji": "๐ญ๐ณ" | |
}, | |
"Mรฉxico": { | |
"iso": "MEX", | |
"emoji": "๐ฒ๐ฝ" | |
}, | |
"Nicaragua": { | |
"iso": "NIC", | |
"emoji": "๐ณ๐ฎ" | |
}, | |
"Panamรก": { | |
"iso": "PAN", | |
"emoji": "๐ต๐ฆ" | |
}, | |
"Paraguay": { | |
"iso": "PRY", | |
"emoji": "๐ต๐พ" | |
}, | |
"Perรบ": { | |
"iso": "PER", | |
"emoji": "๐ต๐ช" | |
}, | |
"Puerto Rico": { | |
"iso": "PRI", | |
"emoji": "๐ต๐ท" | |
}, | |
"Repรบblica Dominicana": { | |
"iso": "DOM", | |
"emoji": "๐ฉ๐ด" | |
}, | |
"Uruguay": { | |
"iso": "URY", | |
"emoji": "๐บ๐พ" | |
}, | |
"Venezuela": { | |
"iso": "VEN", | |
"emoji": "๐ป๐ช" | |
} | |
} | |
def get_user_contributions_cached(cache_buster: int): | |
return get_user_contributions() | |
def get_user_contributions(): | |
user_contributions = defaultdict(lambda: {"username": "", "contributions": 0, "country_contributions": {}}) | |
user_id_to_username = {} | |
for country in countries.keys(): | |
iso = countries[country]["iso"] | |
emoji = countries[country]["emoji"] | |
dataset_name = f"{emoji} {country} - {iso} - Responder" | |
try: | |
print(f"Processing dataset: {dataset_name}") | |
dataset = client.datasets(dataset_name) | |
records = list(dataset.records(with_responses=True)) | |
dataset_contributions = defaultdict(int) | |
for record in records: | |
record_dict = record.to_dict() | |
if "answer_1" in record_dict["responses"]: | |
for answer in record_dict["responses"]["answer_1"]: | |
if answer["user_id"]: | |
user_id = answer["user_id"] | |
dataset_contributions[user_id] += 1 | |
if user_id not in user_id_to_username: | |
try: | |
user = client.users(id=user_id) | |
user_id_to_username[user_id] = user.username | |
except Exception as e: | |
print(f"Error getting username for {user_id}: {e}") | |
user_id_to_username[user_id] = f"User-{user_id[:8]}" | |
for user_id, count in dataset_contributions.items(): | |
username = user_id_to_username.get(user_id, f"User-{user_id[:8]}") | |
user_contributions[user_id]["username"] = username | |
user_contributions[user_id]["contributions"] += count | |
user_contributions[user_id]["country_contributions"][country] = count | |
except Exception as e: | |
print(f"Error processing dataset {dataset_name}: {e}") | |
rows = [] | |
for user_id, data in user_contributions.items(): | |
row = { | |
"Username": data["username"], | |
"Total": data["contributions"], | |
"Blend-es": data["contributions"] | |
} | |
rows.append(row) | |
df = pd.DataFrame(rows) | |
if not df.empty: | |
df = df.sort_values("Total", ascending=False) | |
return df | |
app = FastAPI() | |
last_update_time = 0 | |
cached_data = None | |
def create_leaderboard_ui(): | |
global cached_data, last_update_time | |
current_time = time.time() | |
if cached_data is not None and current_time - last_update_time < 300: | |
df = cached_data | |
else: | |
cache_buster = int(current_time) | |
df = get_user_contributions_cached(cache_buster) | |
cached_data = df | |
last_update_time = current_time | |
if not df.empty: | |
df = df.reset_index(drop=True) | |
df.index = df.index + 1 | |
df = df.rename_axis("Rank") | |
df = df.reset_index() | |
df_html = df.to_html(classes="leaderboard-table", border=0, index=False) | |
styled_html = f""" | |
<div style="margin: 20px 0;"> | |
<h2>๐ Leaderboard of User Contributions</h2> | |
<p>Last updated: {time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(last_update_time))}</p> | |
<style> | |
.leaderboard-table {{ | |
width: 100%; | |
border-collapse: collapse; | |
font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif; | |
box-shadow: 0 4px 8px rgba(0,0,0,0.1); | |
border-radius: 8px; | |
overflow: hidden; | |
}} | |
.leaderboard-table th {{ | |
background-color: #1a1a2e; | |
color: white; | |
font-weight: bold; | |
text-align: left; | |
padding: 14px; | |
border-bottom: 2px solid #16213e; | |
}} | |
.leaderboard-table td {{ | |
padding: 12px 14px; | |
border-bottom: 1px solid #e0e0e0; | |
}} | |
.leaderboard-table tr:nth-child(even) {{ | |
background-color: #f8f9fa; | |
}} | |
.leaderboard-table tr:nth-child(odd) {{ | |
background-color: white; | |
}} | |
.leaderboard-table tr:hover {{ | |
background-color: #e7f5ff; | |
}} | |
.leaderboard-table tr:nth-child(1) {{ | |
background-color: #fff7e6; | |
}} | |
.leaderboard-table tr:nth-child(2) {{ | |
background-color: #f8f9fa; | |
}} | |
.leaderboard-table tr:nth-child(3) {{ | |
background-color: #fff5f5; | |
}} | |
.leaderboard-table tr:nth-child(1) td:first-child {{ | |
background-color: #ffd700; | |
color: #333; | |
font-weight: bold; | |
text-align: center; | |
border-right: 1px solid #e0e0e0; | |
}} | |
.leaderboard-table tr:nth-child(2) td:first-child {{ | |
background-color: #c0c0c0; | |
color: #333; | |
font-weight: bold; | |
text-align: center; | |
border-right: 1px solid #e0e0e0; | |
}} | |
.leaderboard-table tr:nth-child(3) td:first-child {{ | |
background-color: #cd7f32; | |
color: #333; | |
font-weight: bold; | |
text-align: center; | |
border-right: 1px solid #e0e0e0; | |
}} | |
.leaderboard-table tr:nth-child(1) td:nth-child(2) {{ | |
font-weight: bold; | |
color: #333; | |
}} | |
.leaderboard-table tr:nth-child(2) td:nth-child(2) {{ | |
font-weight: bold; | |
color: #333; | |
}} | |
.leaderboard-table tr:nth-child(3) td:nth-child(2) {{ | |
font-weight: bold; | |
color: #333; | |
}} | |
</style> | |
{df_html} | |
<p><small>Note: This leaderboard shows user contributions to the BLEND-ES project across all countries.</small></p> | |
</div> | |
""" | |
return styled_html | |
def refresh_data(): | |
global cached_data, last_update_time | |
cached_data = None | |
last_update_time = 0 | |
return create_leaderboard_ui() | |
with gr.Blocks(theme=gr.themes.Base()) as demo: | |
with gr.Column(scale=1): | |
gr.Markdown(""" | |
# ๐ Hackaton Leaderboard | |
""") | |
leaderboard_html = gr.HTML(create_leaderboard_ui) | |
refresh_btn = gr.Button("๐ Refresh Data", variant="primary") | |
refresh_btn.click(fn=refresh_data, outputs=leaderboard_html) | |
gr.mount_gradio_app(app, demo, path="/") | |
if __name__ == "__main__": | |
import uvicorn | |
uvicorn.run(app, host="0.0.0.0", port=7860) |