jnhg_ai_code/utils/__init__.py

# YOLOv5 🚀 by Ultralytics, AGPL-3.0 license
"""
utils/initialization
"""

import contextlib
import platform
import threading


def emojis(str=''):
    # Return platform-dependent emoji-safe version of string
    return str.encode().decode('ascii', 'ignore') if platform.system() == 'Windows' else str


class TryExcept(contextlib.ContextDecorator):
    # YOLOv5 TryExcept class. Usage: @TryExcept() decorator or 'with TryExcept():' context manager
    def __init__(self, msg=''):
        self.msg = msg

    def __enter__(self):
        pass

    def __exit__(self, exc_type, value, traceback):
        if value:
            print(emojis(f"{self.msg}{': ' if self.msg else ''}{value}"))
        return True


def threaded(func):
    # Multi-threads a target function and returns thread. Usage: @threaded decorator
    def wrapper(*args, **kwargs):
        thread = threading.Thread(target=func, args=args, kwargs=kwargs, daemon=True)
        thread.start()
        return thread

    return wrapper


def join_threads(verbose=False):
    # Join all daemon threads, i.e. atexit.register(lambda: join_threads())
    main_thread = threading.current_thread()
    for t in threading.enumerate():
        if t is not main_thread:
            if verbose:
                print(f'Joining thread {t.name}')
            t.join()


def notebook_init(verbose=True):
    # Check system software and hardware
    print('Checking setup...')

    import os
    import shutil

    from ultralytics.yolo.utils.checks import check_requirements

    from utils.general import check_font, is_colab
    from utils.torch_utils import select_device  # imports

    check_font()

    import psutil

    if check_requirements('wandb', install=False):
        os.system('pip uninstall -y wandb')  # eliminate unexpected account creation prompt with infinite hang
    if is_colab():
        shutil.rmtree('/content/sample_data', ignore_errors=True)  # remove colab /sample_data directory

    # System info
    display = None
    if verbose:
        gb = 1 << 30  # bytes to GiB (1024 ** 3)
        ram = psutil.virtual_memory().total
        total, used, free = shutil.disk_usage('/')
        with contextlib.suppress(Exception):  # clear display if ipython is installed
            from IPython import display
            display.clear_output()
        s = f'({os.cpu_count()} CPUs, {ram / gb:.1f} GB RAM, {(total - free) / gb:.1f}/{total / gb:.1f} GB disk)'
    else:
        s = ''

    select_device(newline=False)
    print(emojis(f'Setup complete ✅ {s}'))
    return display