wehub-resource-sync
139 lines
4.9 KiB
Python
139 lines
4.9 KiB
Python
# Copyright (c) ModelScope Contributors. All rights reserved.
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import gradio as gr
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import psutil
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import subprocess
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import sys
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from packaging import version
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from typing import Type
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from swift.utils import get_logger
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from ..base import BaseUI
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from ..llm_infer import Runtime
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logger = get_logger()
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class RolloutRuntime(Runtime):
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group = 'llm_grpo'
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cmd = 'rollout'
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locale_dict = {
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'rollout_runtime_tab': {
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'label': {
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'zh': '运行时',
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'en': 'Runtime'
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},
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},
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'rollout_running_cmd': {
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'label': {
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'zh': '运行命令',
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'en': 'Command line'
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},
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'info': {
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'zh': '执行的实际命令',
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'en': 'The actual command'
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}
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},
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'rollout_show_log': {
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'value': {
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'zh': '展示rollout状态',
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'en': 'Show running status'
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},
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},
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'rollout_stop_show_log': {
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'value': {
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'zh': '停止展示',
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'en': 'Stop showing running status'
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},
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},
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'rollout_log': {
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'label': {
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'zh': '日志输出',
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'en': 'Logging content'
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},
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'info': {
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'zh': '如果日志无更新请再次点击"展示rollout状态"',
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'en': 'Please press "Show running status" if the log content is not updating'
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}
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},
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'rollout_running_tasks': {
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'label': {
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'zh': '运行中rollout',
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'en': 'Running rollouts'
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},
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'info': {
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'zh': '所有的swift rollout命令启动的任务',
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'en': 'Started by swift rollout'
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}
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},
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'rollout_refresh_tasks': {
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'value': {
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'zh': '找回rollout',
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'en': 'Find rollout'
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},
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},
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'rollout_kill_task': {
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'value': {
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'zh': '杀死rollout',
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'en': 'Kill running task'
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},
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},
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}
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@classmethod
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def do_build_ui(cls, base_tab: Type['BaseUI']):
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with gr.Accordion(elem_id='rollout_runtime_tab', open=False, visible=True):
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with gr.Blocks():
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with gr.Row(equal_height=True):
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gr.Dropdown(elem_id='rollout_running_tasks', scale=10, allow_custom_value=True)
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with gr.Row(equal_height=True):
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gr.Button(elem_id='rollout_refresh_tasks', scale=1, variant='primary')
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gr.Button(elem_id='rollout_show_log', scale=1, variant='primary')
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gr.Button(elem_id='rollout_stop_show_log', scale=1)
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gr.Button(elem_id='rollout_kill_task', scale=1)
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with gr.Row():
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gr.Textbox(elem_id='rollout_log', lines=6, visible=False)
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concurrency_limit = {}
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if version.parse(gr.__version__) >= version.parse('4.0.0'):
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concurrency_limit = {'concurrency_limit': 5}
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base_tab.element('rollout_show_log').click(cls.update_log, [], [cls.element('rollout_log')]).then(
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cls.wait, [base_tab.element('rollout_running_tasks')], [cls.element('rollout_log')],
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**concurrency_limit)
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base_tab.element('rollout_stop_show_log').click(cls.break_log_event,
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[cls.element('rollout_running_tasks')], [])
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base_tab.element('rollout_refresh_tasks').click(
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cls.refresh_tasks,
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[base_tab.element('rollout_running_tasks')],
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[base_tab.element('rollout_running_tasks')],
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)
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@classmethod
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def kill_task(cls, task):
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if task:
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pid, all_args = cls.parse_info_from_cmdline(task)
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log_file = all_args['log_file']
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parent_process = psutil.Process(int(pid))
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children = parent_process.children(recursive=True)
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commands = []
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if sys.platform == 'win32':
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commands.append(['taskkill', '/f', '/t', '/pid', pid])
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for child in children:
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commands.append(['taskkill', '/f', '/t', '/pid', f'{str(child.pid)}'])
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else:
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commands.append(['pkill', '-9', '-f', log_file])
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for child in children:
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commands.append(['kill', '-9', f'{str(child.pid)}'])
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for cmd in commands:
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try:
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result = subprocess.run(cmd, capture_output=True, text=True)
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assert result.returncode == 0
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except Exception as e:
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raise e
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cls.break_log_event(task)
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return [cls.refresh_tasks()] + [gr.update(value=None)]
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