Source code for flambe.runner.report_site_run

"""Script to run the report web site

It takes the `app` defined in `` and runs it.

import logging
import argparse
from typing import Optional
import os

from import app

[docs]logger = logging.getLogger(__name__)
[docs]def launch_tensorboard(tracking_address) -> Optional[str]: # # tb will run in background but it will # be stopped once the main process is stopped. try: from tensorboard import program tb = program.TensorBoard() tb.configure(argv=[None, '--logdir', tracking_address]) url = tb.launch() if url.endswith("/"): url = url[:-1] return url except Exception: return None
if __name__ == '__main__':
[docs] parser = argparse.ArgumentParser(description='Flambe webapp')
parser.add_argument('progress_file', type=str, default='localhost', help='The location of the pickled progress file') parser.add_argument('--output-log', type=str, default=None, help='The experiment log file') parser.add_argument('--output-dir', type=str, default=None, help='The experiment output directory') parser.add_argument('--host', type=str, default="localhost", help='Port in which the site will be running url') parser.add_argument('--port', type=int, default=49558, help='Port in which the site will be running url') parser.add_argument('--tensorboard_url', type=str, help='Tensorboard url') args = parser.parse_args() app.config['progress_file'] = args.progress_file app.config['output_log'] = args.output_log app.config['output_dir'] = args.output_dir app.config['tensorboard_url'] = args.tensorboard_url if app.config['tensorboard_url'] is None: app.config['tensorboard_url'] = launch_tensorboard( os.path.dirname(app.config['progress_file'])) # debug=False won't work remotely as Flask will not be able # to bind Make sure to use debug=True is the report site # runs remotely. # Only use False for debugging purposes., port=args.port, debug=False)