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Create app.py
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app.py
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# -*- coding: utf-8 -*-
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import datetime
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import os
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print(f"pip3 uninstall scepter")
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results = os.popen(f"pip3 uninstall scepter -y")
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print(results.readlines())
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results = os.popen(f"pip3 install scepter -i https://pypi.tuna.tsinghua.edu.cn/simple")
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print(results.readlines())
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import random
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import gradio as gr
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import scepter
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from scepter.modules.utils.config import Config
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from scepter.modules.utils.file_system import FS
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from scepter.modules.utils.logger import get_logger, init_logger
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def prepare(config):
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if 'FILE_SYSTEM' in config:
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for fs_info in config['FILE_SYSTEM']:
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FS.init_fs_client(fs_info)
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if 'LOG_FILE' in config:
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logger = get_logger()
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tid = '{0:%Y%m%d%H%M%S%f}'.format(datetime.datetime.now()) + ''.join(
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[str(random.randint(1, 10)) for i in range(3)])
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init_logger(logger, log_file=config['LOG_FILE'].format(tid))
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class TabManager():
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def __init__(self):
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pass
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config_file = os.path.join(os.path.dirname(scepter.dirname), "scepter/methods/studio/scepter_ui.yaml")
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config = Config(load=True, cfg_file=config_file)
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for v in config.FILE_SYSTEM:
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v.TEMP_DIR = os.path.join("/home", v.TEMP_DIR)
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os.makedirs(v.TEMP_DIR, exist_ok=True)
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prepare(config)
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language = "en"
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debug = False
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tab_manager = TabManager()
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interfaces = []
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for info in config['INTERFACE']:
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name = info.get('NAME_EN',
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'') if language == 'en' else info['NAME']
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ifid = info['IFID']
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if not FS.exists(info['CONFIG']):
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info['CONFIG'] = os.path.join(os.path.dirname(scepter.dirname), info['CONFIG'])
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if not FS.exists(info['CONFIG']):
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raise f"{info['CONFIG']} doesn't exist."
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interface = None
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if ifid == 'home':
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from scepter.studio.home.home import HomeUI
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interface = HomeUI(info['CONFIG'],
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is_debug=debug,
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language=language,
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root_work_dir=config.WORK_DIR)
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if ifid == 'inference':
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from scepter.studio.inference.inference import InferenceUI
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interface = InferenceUI(
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info['CONFIG'],
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is_debug=debug,
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language=language,
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root_work_dir=config.WORK_DIR)
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if ifid == '':
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pass # TODO: Add New Features
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if interface:
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interfaces.append((interface, name, ifid))
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setattr(tab_manager, ifid, interface)
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with gr.Blocks() as demo:
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if 'BANNER' in config:
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gr.HTML(config.BANNER)
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else:
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gr.Markdown(
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f"<h2><center>{config.get('TITLE', 'SCEPTER Studio')}</center></h2>"
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)
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with gr.Tabs(elem_id='tabs') as tabs:
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for interface, label, ifid in interfaces:
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with gr.TabItem(label, id=ifid, elem_id=f'tab_{ifid}'):
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interface.create_ui()
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for interface, label, ifid in interfaces:
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interface.set_callbacks(tab_manager)
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demo.queue(status_update_rate=1, api_open=False).launch(share=False, show_error=True, enable_queue=True)
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