Spaces:
Sleeping
Sleeping
Oscar Wang
commited on
Create app.py
Browse files
app.py
ADDED
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import gradio as gr
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import os
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import subprocess
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import tempfile
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import shutil
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from zipfile import ZipFile
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import logging
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import json
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import threading
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import psutil
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# Configure logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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connected_cpus = {}
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# Function to donate CPU
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def donate_cpu(data):
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host = data['host']
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cpu_count = data['cpu_count']
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connected_cpus[host] = {"cpu_count": cpu_count, "usage": 0.0}
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logger.info(f"CPU donated by {host} with {cpu_count} CPUs.")
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return {"status": "success", "message": f"CPU donated by {host}"}
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# Function to update CPU usage
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def update_cpu_usage(data):
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host = data['host']
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usage = data['usage']
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if host in connected_cpus:
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connected_cpus[host]['usage'] = usage
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logger.info(f"Updated CPU usage for {host}: {usage}%")
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return {"status": "success"}
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# Function to run the provided Python script using MPI
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def run_script(script_name, folder_path):
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output_log = tempfile.TemporaryFile(mode='w+t')
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try:
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# Collect all available CPUs
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total_cpus = sum(cpu['cpu_count'] for cpu in connected_cpus.values())
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# Run the script using MPI
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result = subprocess.run(['mpiexec', '-n', str(total_cpus), 'python', script_name], cwd=folder_path, stdout=output_log, stderr=subprocess.STDOUT)
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output_log.seek(0)
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log_output = output_log.read()
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except Exception as e:
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log_output = str(e)
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finally:
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output_log.close()
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return log_output
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# Function to handle file uploads and script execution
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def handle_upload(folder, script_name):
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# Create a temporary directory to store uploaded files
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temp_dir = tempfile.mkdtemp()
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# Save the uploaded folder contents to the temporary directory
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folder_path = os.path.join(temp_dir, 'uploaded_folder')
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os.makedirs(folder_path, exist_ok=True)
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for file_name, file_obj in folder.items():
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with open(os.path.join(folder_path, file_name), 'wb') as f:
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f.write(file_obj.read())
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# Run the script
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log_output = run_script(script_name, folder_path)
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# Create a zip file of the entire folder (including any new files created by the script)
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zip_path = os.path.join(temp_dir, 'output_folder.zip')
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with ZipFile(zip_path, 'w') as zipf:
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for root, _, files in os.walk(folder_path):
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for file in files:
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zipf.write(os.path.join(root, file), os.path.relpath(os.path.join(root, file), folder_path))
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return log_output, zip_path
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# Function to get connected CPUs information
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def get_cpu_info():
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info = []
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for host, data in connected_cpus.items():
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info.append(f"{host}: {data['cpu_count']} CPUs, {data['usage']}% usage")
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return "\n".join(info)
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# Gradio interface
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def gradio_interface():
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with gr.Blocks() as demo:
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gr.Markdown("## Python Script Executor with Distributed Computing")
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with gr.Row():
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folder = gr.File(label="Upload Folder", file_count="multiple", file_types=['file'])
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script_name = gr.Textbox(label="Python Script Name")
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log_output = gr.Textbox(label="Log Output", interactive=False)
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output_folder = gr.File(label="Download Output Folder")
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cpu_info = gr.Textbox(label="Connected CPUs Info", interactive=False)
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run_button = gr.Button("Run Script")
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refresh_button = gr.Button("Refresh CPU Info")
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run_button.click(fn=handle_upload, inputs=[folder, script_name], outputs=[log_output, output_folder])
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refresh_button.click(fn=get_cpu_info, inputs=[], outputs=[cpu_info])
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# Define the donate CPU endpoint
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demo.api(donate_cpu, inputs=gr.JSON(), outputs=gr.JSON(), name="donate_cpu")
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demo.launch()
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if __name__ == "__main__":
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gradio_interface()
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