Spaces:
Sleeping
Sleeping
import os | |
import sys | |
from huggingface_hub import HfApi | |
import requests | |
import pathlib | |
import subprocess | |
import shutil | |
import io | |
import yaml | |
import gradio as gr | |
from huggingface_hub import whoami | |
from loguru import logger | |
from yourbench.pipeline import run_pipeline | |
from yourbench_space.config import generate_config, save_config | |
from yourbench_space.utils import CONFIG_PATH, UPLOAD_DIRECTORY | |
UPLOAD_DIRECTORY.mkdir(parents=True, exist_ok=True) | |
logger.remove() | |
logger.add(sys.stderr, level="INFO") | |
class SubprocessManager: | |
def __init__(self, command): | |
self.command = command | |
self.process = None | |
self.output_stream = io.StringIO() | |
def start_process(self): | |
"""Start the subprocess.""" | |
if self.is_running(): | |
logger.info("Process is already running") | |
return | |
self.process = subprocess.Popen( | |
self.command, | |
stdout=subprocess.PIPE, | |
stderr=subprocess.STDOUT, # Combine stderr with stdout | |
text=True, | |
bufsize=1, # Line-buffered | |
start_new_session=True # Start the process in a new session | |
) | |
os.set_blocking(self.process.stdout.fileno(), False) | |
logger.info("Started the process") | |
def read_and_get_output(self): | |
"""Read available subprocess output and return the captured output.""" | |
if self.process and self.process.stdout: | |
try: | |
while True: | |
line = self.process.stdout.readline() | |
if line: | |
self.output_stream.write(line) # Capture in StringIO | |
else: | |
break | |
except BlockingIOError: | |
pass | |
return self.output_stream.getvalue() | |
def stop_process(self): | |
"""Terminate the subprocess.""" | |
if not self.is_running(): | |
logger.info("Started the process") | |
return | |
logger.info("Sending SIGTERM to the Process") | |
self.process.terminate() | |
exit_code = self.process.wait() # Wait for process to terminate | |
logger.info(f"Process stopped exit code {exit_code}") | |
#return exit_code | |
def kill_process(self): | |
"""Forcefully kill the subprocess.""" | |
if not self.is_running(): | |
logger.info("Process is not running") | |
return | |
logger.info("Sending SIGKILL to the Process") | |
self.process.kill() | |
exit_code = self.process.wait() # Wait for process to be killed | |
logger.info(f"Process killed exit code {exit_code}") | |
#return exit_code | |
def is_running(self): | |
"""Check if the subprocess is still running.""" | |
return self.process and self.process.poll() is None | |
command = ["uv", "run", "yourbench", f"--config={CONFIG_PATH}"] | |
manager = SubprocessManager(command) | |
def save_files(files: list[str]): | |
saved_paths = [shutil.move(str(pathlib.Path(file)), str(UPLOAD_DIRECTORY / pathlib.Path(file).name)) for file in files] | |
return f"Files saved to: {', '.join(saved_paths)}" | |
def populate_user_info(oauth_profile: gr.OAuthProfile = None, oauth_token: gr.OAuthToken = None): | |
if oauth_profile is None or oauth_token is None: | |
return ( | |
gr.Dropdown.update(choices=["(Please log in to load tokens)"], value=None), | |
gr.Dropdown.update(choices=["(Please log in)"], value=None), | |
"🔒 Not logged in" | |
) | |
username = oauth_profile.username | |
org_names = [] | |
token_names = [] | |
try: | |
headers = {"Authorization": f"Bearer {oauth_token.token}"} | |
hf_api = HfApi(token=oauth_token.token) | |
# Fetch all user tokens | |
token_data = hf_api.list_tokens() | |
for t in token_data: | |
name = t.get("name") or f"{t['token'][:4]}...{t['token'][-4:]}" | |
token_names.append(name) | |
# Fetch user organizations | |
orgs = hf_api.get_user_organizations() | |
org_names = [org.organization for org in orgs] | |
except Exception as e: | |
print("Error fetching user/org info:", e) | |
token_names = [f"{oauth_token.token[:4]}...{oauth_token.token[-4:]}"] | |
org_options = [username] + org_names | |
default_org = username | |
return ( | |
gr.Dropdown.update(choices=token_names, value=token_names[0] if token_names else None), | |
gr.Dropdown.update(choices=org_options, value=default_org), | |
f"✅ Logged in as {username}" | |
) | |
def hello(profile: gr.OAuthProfile | None) -> str: | |
if profile is None: | |
return "I don't know you." | |
return f"Hello {profile.name}" | |
def update_hf_org_dropdown(oauth_token: gr.OAuthToken | None) -> str: | |
if oauth_token is None: | |
print("Please deploy this on Spaces and log in to list organizations.") | |
return [] | |
org_names = [org["name"] for org in whoami(oauth_token.token)["orgs"]] | |
return gr.Dropdown(org_names, label="Organization") | |
with gr.Blocks() as app: | |
gr.Markdown("## YourBench Configuration") | |
with gr.Row(): | |
login_btn = gr.LoginButton() | |
hello_text = gr.Markdown() | |
app.load(hello, inputs=None, outputs=hello_text) | |
with gr.Tab("Configuration"): | |
model_name = gr.Textbox(label="Model Name") | |
hf_org_dropdown = gr.Dropdown(list(), label="Organization") | |
app.load(update_hf_org_dropdown, inputs=None, outputs=hf_org_dropdown) | |
provider = gr.Dropdown(["openrouter", "openai", "huggingface"], value="huggingface", label="Provider") | |
base_url = gr.Textbox(label="Base URL") | |
api_key = gr.Textbox(label="API Key") | |
max_concurrent_requests = gr.Dropdown([8, 16, 32], value=16, label="Max Concurrent Requests") | |
config_output = gr.Code(label="Generated Config", language="yaml") | |
preview_button = gr.Button("Generate Config") | |
save_button = gr.Button("Save Config") | |
preview_button.click( | |
generate_config, | |
inputs=[hf_org_dropdown, model_name, provider, base_url, api_key, max_concurrent_requests], | |
outputs=config_output | |
) | |
save_button.click(save_config, inputs=[config_output], outputs=[gr.Textbox(label="Save Status")]) | |
with gr.Tab("Files"): | |
file_input = gr.File(label="Upload text files", file_count="multiple", file_types=[".txt", ".md", ".html"]) | |
output = gr.Textbox(label="Log") | |
file_input.upload(save_files, file_input, output) | |
with gr.Tab("Run Generation"): | |
log_output = gr.Code(label="Log Output", language=None, lines=20, interactive=False) | |
start_button = gr.Button("Start Task") | |
start_button.click(manager.start_process) | |
timer = gr.Timer(0.1, active=True) | |
timer.tick(manager.read_and_get_output, outputs=log_output) | |
kill_button = gr.Button("Kill Task") | |
kill_button.click(manager.kill_process) | |
app.launch() | |