AdamWen95
55 lines
2.7 KiB
Python
55 lines
2.7 KiB
Python
"""One bounded, read-only metadata request to a registered loopback model service."""
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import ipaddress
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import json
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from pathlib import Path
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import re
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import shlex
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import urllib.error
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import urllib.request
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from urllib.parse import urlsplit
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class NoRedirect(urllib.request.HTTPRedirectHandler):
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def redirect_request(self, *args):
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return None
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def check_model(target, credential_files):
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result = {'name': '模型身份', 'ok': False, 'message': '模型目录检查未完成'}
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try:
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url = urlsplit(target['url'])
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if (url.scheme != 'http' or not ipaddress.ip_address(url.hostname).is_loopback
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or url.username or url.password or url.query or url.fragment or url.path not in ('', '/')):
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raise ValueError('仅允许登记的本机模型服务')
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key = ''
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for filename in credential_files:
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path = Path(filename)
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if path.stat().st_size > 262144:
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raise ValueError('认证引用文件过大')
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for line in path.read_text().splitlines():
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match = re.match(r'^(?:export\s+)?VLLM_API_KEY=(.*)$', line.strip())
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if not match:
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continue
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values = shlex.split(match[1], comments=True)
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if len(values) > 1:
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raise ValueError('认证引用格式不支持')
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key = values[0] if values else ''
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headers = {'Authorization': 'Bearer ' + key} if key else {}
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request = urllib.request.Request(target['url'].rstrip('/') + '/v1/models', headers=headers)
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opener = urllib.request.build_opener(urllib.request.ProxyHandler({}), NoRedirect())
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with opener.open(request, timeout=3) as response:
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data = response.read(262145)
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if len(data) > 262144:
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raise ValueError('模型目录超过检查上限')
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payload = json.loads(data)
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models = payload.get('data') if isinstance(payload, dict) else None
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if not isinstance(models, list) or any(not isinstance(m, dict) or not isinstance(m.get('id'), str) for m in models):
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raise ValueError('模型目录格式不支持')
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result['ok'] = any(m['id'] == target['model'] for m in models)
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result['message'] = ('已核对模型名称：' if result['ok'] else '当前服务未提供登记的模型名称：') + target['model']
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except urllib.error.HTTPError as exc:
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result['message'] = f'模型目录校验失败（HTTP {exc.code}），请核对服务与认证配置；未发送推理'
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except (OSError, ValueError, TypeError, KeyError):
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result['message'] = '模型目录或认证引用不可用，未发送推理；请核对原服务配置'
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return result
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